From 42149ad0b439826adbe43784803ccbf9aeca5d94 Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Tue, 16 Sep 2025 16:38:28 +0200 Subject: [PATCH 001/158] Add init file --- src/__init__.py | 9 +++++++++ 1 file changed, 9 insertions(+) create mode 100644 src/__init__.py diff --git a/src/__init__.py b/src/__init__.py new file mode 100644 index 0000000..5452f2d --- /dev/null +++ b/src/__init__.py @@ -0,0 +1,9 @@ +""" +CADET-GUI +======== +""" + +# Version information +name = "CADET-GUI" +__version__ = "0.0.1" + From 3d7db8e50a8a598662674450c3ac8f095fea4719 Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Tue, 16 Sep 2025 17:15:54 +0200 Subject: [PATCH 002/158] [WIP] Add Adapter to CADET-Process --- src/cadetProcessAdapter.py | 0 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 src/cadetProcessAdapter.py diff --git a/src/cadetProcessAdapter.py b/src/cadetProcessAdapter.py new file mode 100644 index 0000000..e69de29 From 6e68e96b5cfbb5cb5f7e09d745435b5145852c5c Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Tue, 16 Sep 2025 17:15:59 +0200 Subject: [PATCH 003/158] Add widget class --- src/widget.py | 41 +++++++++++++++++++++++++++++++++++++++++ 1 file changed, 41 insertions(+) create mode 100644 src/widget.py diff --git a/src/widget.py b/src/widget.py new file mode 100644 index 0000000..f825a5e --- /dev/null +++ b/src/widget.py @@ -0,0 +1,41 @@ +import ipywidgets as W +from abc import ABC, abstractmethod +from typing import Optional + +__all__ = ["BaseWidget"] + + +class BaseWidget(ABC): + """Base widget providing a header, status, and a container layout.""" + + def __init__(self, *, title: Optional[str] = None) -> None: + """ + Initialize the widget container. + + Parameters + ---------- + title : str, optional + Title shown in the header, defaults to the class name. + """ + self.title = title or self.__class__.__name__ + self._status = W.HTML("Ready.") + self._header = W.HTML(f"

{self.title}

") + self._body = self._build_body() + self.root = W.VBox([self._header, self._body, self._status]) + self._wire_events() + + @abstractmethod + def _build_body(self) -> W.Widget: + """Create and return the main widget body.""" + + def _wire_events(self) -> None: + """Connect event handlers (optional, override in subclasses).""" + + def set_status(self, text: str) -> None: + """Update the status display with a text message.""" + self._status.value = text + + def display(self) -> None: + """Render the widget in a Jupyter notebook.""" + from IPython.display import display as _display + _display(self.root) From 476076200740d9ba3380af32d1cdb06d6b2bea18 Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Mon, 22 Sep 2025 12:48:34 +0200 Subject: [PATCH 004/158] Add gitignore --- .gitignore | 10 ++++++++++ 1 file changed, 10 insertions(+) create mode 100644 .gitignore diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..7468306 --- /dev/null +++ b/.gitignore @@ -0,0 +1,10 @@ +__pycache__/ +*.py[cod] +.pytest_cache/ +.ipynb_checkpoints +debug* +log/ +diskcache_* +results_* +*.egg-info +.vscode From 6bd9c2af68be52ea593d33f596801f5e8c759cf5 Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Mon, 22 Sep 2025 12:50:36 +0200 Subject: [PATCH 005/158] Update pyproject.toml --- pyproject.toml | 50 +++----------------------------------------------- 1 file changed, 3 insertions(+), 47 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 1c66033..1c6fae5 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -11,11 +11,9 @@ name = "CADET-GUI" dynamic = ["version"] authors = [ { name = "Hannah Lanzrath", email = "h.lanzrath@fz-juelich.de" }, - { name = "Johannes Schmölder", email = "j.schmoelder@fz-juelich.de" }, - { name = "", email = "" }, - { name = "", email = "" } + { name = "Johannes Schmölder", email = "j.schmoelder@fz-juelich.de" } ] -description = "A Framework for Modelling and Optimizing Advanced Chromatographic Processes" +description = "" readme = "README.md" requires-python = ">=3.10" keywords = ["process modeling", "process optimization", "chromatography"] @@ -27,19 +25,6 @@ classifiers = [ "Intended Audience :: Science/Research", ] dependencies = [ - "addict==2.3", - "cadet-python>=1.0.4", - "corner>=2.2.1", - "diskcache>=5.4.0", - "hopsy>=1.5.3", - "joblib>=1.3.0", - "numpy>=1.21", - "matplotlib>=3.4", - "numba>=0.55.1", - "pathos>=0.2.8", - "psutil>=5.9.8", - "pymoo>=0.6", - "scipy>=1.14", ] [dependency-groups] @@ -62,38 +47,9 @@ dev = [ {include-group = "testing"}, "certifi", # tries to prevent certificate problems on windows "pre-commit", -<<<<<<< HEAD - "ruff", -======= - "ruff<=0.13.0", ->>>>>>> 591e72cbaf1d976d69729f076fdf0ff4d6beb0a6 + "ruff" ] -[project.optional-dependencies] -ax = [ -<<<<<<< HEAD - "ax-platform >=0.3.5,<1.0.0" -======= - "ax-platform >=0.3.5,<0.5.0" ->>>>>>> 591e72cbaf1d976d69729f076fdf0ff4d6beb0a6 -] -all = [ - "", -] - -[project.urls] -homepage = "" -documentation = "" -"Bug Tracker" = "" - -[tool.setuptools.packages.find] -include = [ - -] - -[tool.setuptools.dynamic] -version = {} - [tool.ruff] src = ["CADET-GUI", "tests"] exclude = [] From 4f26341084acfeab4dc16011a9932a747f29bd7f Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Mon, 22 Sep 2025 18:02:17 +0200 Subject: [PATCH 006/158] [WIP] Create Widget Prototype --- {src => cadetgui}/__init__.py | 0 cadetgui/cadetprocessadapter.py | 213 ++++++++++ cadetgui/simulation.py | 17 + cadetgui/widget.py | 685 ++++++++++++++++++++++++++++++++ src/cadetProcessAdapter.py | 0 src/widget.py | 41 -- tests/display_widgets.ipynb | 198 +++++++++ tests/test_widgets.py | 104 +++++ 8 files changed, 1217 insertions(+), 41 deletions(-) rename {src => cadetgui}/__init__.py (100%) create mode 100644 cadetgui/cadetprocessadapter.py create mode 100644 cadetgui/simulation.py create mode 100644 cadetgui/widget.py delete mode 100644 src/cadetProcessAdapter.py delete mode 100644 src/widget.py create mode 100644 tests/display_widgets.ipynb create mode 100644 tests/test_widgets.py diff --git a/src/__init__.py b/cadetgui/__init__.py similarity index 100% rename from src/__init__.py rename to cadetgui/__init__.py diff --git a/cadetgui/cadetprocessadapter.py b/cadetgui/cadetprocessadapter.py new file mode 100644 index 0000000..97399ec --- /dev/null +++ b/cadetgui/cadetprocessadapter.py @@ -0,0 +1,213 @@ +from __future__ import annotations + +from dataclasses import dataclass, field +from typing import Any, Callable, Mapping, Sequence, Optional, Dict + +from CADETProcess.processModel import ( + ChromatographicColumnBase, + ComponentSystem, + GeneralRateModel, + LumpedRateModelWithPores, + Cstr +) + +FieldKind = str +Validator = Callable[[Any], None] +Transform = Callable[[Any], Any] + + +@dataclass(frozen=True) +class FieldSpec: + name: str + kind: FieldKind + label: Optional[str] = None + default: Any = None + help: Optional[str] = None + validate: Optional[Validator] = None + transform: Optional[Transform] = None + + +def require_positive(x: Any) -> None: + if float(x) <= 0: + raise ValueError("Must be > 0.") + + +def parse_float_list(v: Any) -> list[float]: + if isinstance(v, (list, tuple)): + return [float(x) for x in v] + s = str(v) + vals: list[float] = [] + for chunk in s.replace(";", ",").replace("\n", " ").split(","): + for tok in chunk.split(): + if tok: + vals.append(float(tok)) + return vals + +PARAMS: dict[str, FieldSpec] = { + "c_feed": FieldSpec("c_feed", "float_list", "Feed concentration", [1.0], transform=parse_float_list), + "c_load": FieldSpec("c_load", "float_list", "Load concentration", [1.0], transform=parse_float_list), + "c_salt_low": FieldSpec("c_salt_low", "float_list", "Low-salt buffer", [0.0], transform=parse_float_list), + "c_salt_high": FieldSpec("c_salt_high", "float_list", "High-salt buffer", [1.0], transform=parse_float_list), + "flow_rate": FieldSpec("flow_rate", "float", "Flow rate", 1.0, validate=require_positive), + "feed_duration": FieldSpec("feed_duration", "float", "Feed duration", 10.0, validate=require_positive), + "load_duration": FieldSpec("load_duration", "float", "Load duration", 10.0, validate=require_positive), + "cycle_time": FieldSpec("cycle_time", "float", "Cycle time", 100.0, validate=require_positive), + "wash_duration": FieldSpec("wash_duration", "float", "Wash duration", 10.0, validate=require_positive), + "gradient_duration": FieldSpec("gradient_duration", "float", "Gradient duration", 30.0, validate=require_positive), + "final_wash_duration": FieldSpec("final_wash_duration", "float", "Final wash duration", 0.0), + "c_eluent": FieldSpec("c_eluent", "float", "Eluent (scalar)", 0.0), +} + + +@dataclass +class ModelSpec: + title: str + fields: list[FieldSpec] = field(default_factory=list) + build: Callable[[Mapping[str, Any]], Any] | None = None + + +def _pick(keys: Sequence[str]) -> list[FieldSpec]: + return [PARAMS[k] for k in keys] + + +def batch_elution_spec(column: ChromatographicColumnBase) -> ModelSpec: + def _build(v: Mapping[str, Any]) -> Any: + # Import here to keep module import cheap + from CADETProcess.modelBuilder import BatchElution + return BatchElution( + column=column, + c_feed=v["c_feed"], + flow_rate=float(v["flow_rate"]), + feed_duration=float(v["feed_duration"]), + cycle_time=float(v["cycle_time"]), + c_eluent=float(v["c_eluent"]), + ) + + return ModelSpec( + title="Batch Elution", + fields=_pick(["c_feed", "flow_rate", "feed_duration", "cycle_time", "c_eluent"]), + build=_build, + ) + + +def lwe_spec(column: ChromatographicColumnBase) -> ModelSpec: + def _build(v: Mapping[str, Any]) -> Any: + from CADETProcess.modelBuilder import LWE + return LWE( + column=column, + c_load=v["c_load"], + c_salt_low=v["c_salt_low"], + c_salt_high=v["c_salt_high"], + flow_rate=float(v["flow_rate"]), + load_duration=float(v["load_duration"]), + wash_duration=float(v["wash_duration"]), + gradient_duration=float(v["gradient_duration"]), + final_wash_duration=float(v["final_wash_duration"]), + ) + + return ModelSpec( + title="Load–Wash–Elute (LWE)", + fields=_pick([ + "c_load", "c_salt_low", "c_salt_high", + "flow_rate", "load_duration", "wash_duration", + "gradient_duration", "final_wash_duration", + ]), + build=_build, + ) + + +# A simple registry the UI can use to populate the model picker. +# Keys are user-facing names; values are callables: (column) -> ModelSpec +MODEL_REGISTRY: dict[str, Callable[[ChromatographicColumnBase], ModelSpec]] = { + "Batch Elution": batch_elution_spec, + "Load–Wash–Elute (LWE)": lwe_spec, + # Add more later, e.g. "SMB": smb_spec, ... +} + + +# ---- Column factories (receive a ComponentSystem and return a column) ---- +ColumnFactory = Callable[[ComponentSystem], ChromatographicColumnBase] + + +def make_grm(cs: ComponentSystem) -> ChromatographicColumnBase: + col = GeneralRateModel(cs, name="GRM") + # Set minimal required parameters as needed, e.g.: + # col.length = 0.10 + return col + + +def make_lrmp(cs: ComponentSystem) -> ChromatographicColumnBase: + col = LumpedRateModelWithPores(cs, name="LRMP") + # col.length = 0.05 + return col + + +def make_cstr(cs: ComponentSystem) -> ChromatographicColumnBase: + col = Cstr(cs, name="CSTR") + return col + + +# Register default factories here +DEFAULT_COLUMN_FACTORIES: Dict[str, ColumnFactory] = { + "GRM": make_grm, + "LRMP": make_lrmp, + "CSTR": make_cstr, + # "TubularReactor": make_tubular(...), + # "MCT": make_mct(...), +} + +# --- Dynamic column configuration from required_parameters --- + +# Optional overrides: parameter name -> FieldKind (e.g., "float", "float_list", "bool", "text") +# For now we default everything to "float", but you can override per name here. +PARAM_TYPE_OVERRIDES: Dict[str, FieldKind] = { + # "length": "float", + # "diameter": "float", + # "porosity_bed": "float", + # "porosity_pore": "float", + # "volume": "float", +} + +def column_spec_from_required(column: ChromatographicColumnBase) -> ModelSpec: + """ + Build a ModelSpec for a column by reflecting over column.required_parameters. + Defaults each field to kind='float' unless overridden in PARAM_TYPE_OVERRIDES. + Uses the current attribute value as the default if present. + """ + req = getattr(column, "required_parameters", None) + if not req: + # Fallback: nothing to configure + return ModelSpec( + title=f"Configure {column.__class__.__name__}", + fields=[], + build=lambda _v: column, + ) + + fields: list[FieldSpec] = [] + for name in req: + kind = PARAM_TYPE_OVERRIDES.get(name, "float") # default everything to float for now + default = getattr(column, name, None) + label = name.replace("_", " ").capitalize() + # You can extend with validation/transform per kind if you like. + fields.append(FieldSpec(name=name, kind=kind, label=label, default=default)) + + def _apply(v: Mapping[str, Any]) -> Any: + # Assign back to the column + for name in req: + if name in v: + try: + if PARAM_TYPE_OVERRIDES.get(name, "float") == "float": + setattr(column, name, float(v[name])) + else: + # room for future kinds + setattr(column, name, v[name]) + except Exception: + # keep going even if a parameter fails to set + pass + return column + + return ModelSpec( + title=f"Configure {column.__class__.__name__}", + fields=fields, + build=_apply, + ) diff --git a/cadetgui/simulation.py b/cadetgui/simulation.py new file mode 100644 index 0000000..e5e1b0b --- /dev/null +++ b/cadetgui/simulation.py @@ -0,0 +1,17 @@ +from __future__ import annotations +from typing import Any + +try: + from CADETProcess.simulator import Cadet +except Exception: + Cadet = None # type: ignore + +def run_process(process: Any, **kwargs) -> Any: + """ + Run a CADET-Process Process with the CADETProcess simulator. + The simulator does not need the component system explicitly. + """ + if Cadet is None: + raise RuntimeError("CADETProcess.simulator is not available") + sim = Cadet() # <-- no component system passed + return sim.simulate(process, **kwargs) diff --git a/cadetgui/widget.py b/cadetgui/widget.py new file mode 100644 index 0000000..5b35c82 --- /dev/null +++ b/cadetgui/widget.py @@ -0,0 +1,685 @@ +from __future__ import annotations + +import io +import traceback +import ipywidgets as W +from abc import ABC, abstractmethod +from contextlib import redirect_stdout, redirect_stderr +from typing import Optional, Mapping, Callable, Any, Union, Dict, List +from .simulation import run_process as _default_runner + +from .cadetprocessadapter import ( + ModelSpec, + MODEL_REGISTRY, + DEFAULT_COLUMN_FACTORIES, + column_spec_from_required, +) +from CADETProcess.processModel import ComponentSystem + +__all__ = [ + "BaseWidget", + "Element", + "TextField", + "FloatField", + "BoolField", + "Display", + "Popup", + "ChoiceField", + "ObjectChoiceField", + "ProcessBuilderForm", + "ConfigurationWidget", + "SolutionWidget", +] + +# ========================= +# Base + small UI elements +# ========================= +class BaseWidget(ABC): + """Base widget container with a header, body, and status bar.""" + + def __init__(self, *, title: Optional[str] = None) -> None: + self.title = title or self.__class__.__name__ + self._status = W.HTML("Ready.") + self._header = W.HTML(f"

{self.title}

") + self._body = self._build_body() + self.root = W.VBox([self._header, self._body, self._status]) + self._wire_events() + + @abstractmethod + def _build_body(self) -> W.Widget: + """Create and return the main widget body.""" + + def _wire_events(self) -> None: + """Connect event handlers (optional override).""" + + def set_status(self, text: str) -> None: + self._status.value = text + + def display(self) -> None: + from IPython.display import display as _display + _display(self.root) + + +class Element(ABC): + """Base class for small reusable form elements.""" + + widget: W.Widget + + def get_value(self) -> object: + raise NotImplementedError + + def set_value(self, value: object) -> None: + raise NotImplementedError + + +class TextField(Element): + def __init__(self, *, label: str = "", value: str = "") -> None: + self.widget = W.Text(description=label, value=value) + + def get_value(self) -> str: + return self.widget.value # type: ignore[return-value] + + def set_value(self, value: object) -> None: + self.widget.value = str(value) + + +class FloatField(Element): + def __init__(self, *, label: str = "", value: float = 0.0) -> None: + self.widget = W.FloatText(description=label, value=float(value)) + + def get_value(self) -> float: + return float(self.widget.value) # type: ignore[return-value] + + def set_value(self, value: object) -> None: + self.widget.value = float(value) # type: ignore[assignment] + + +class BoolField(Element): + def __init__(self, *, label: str = "", value: bool = False) -> None: + self.widget = W.Checkbox(description=label, value=bool(value)) + + def get_value(self) -> bool: + return bool(self.widget.value) # type: ignore[return-value] + + def set_value(self, value: object) -> None: + self.widget.value = bool(value) # type: ignore[assignment] + + +class Display(Element): + def __init__(self, *, html: str = "") -> None: + self.widget = W.HTML(value=html) + + +class Popup(Element): + def __init__(self, *, title: str = "Info", content: W.Widget | None = None) -> None: + body = content or W.HTML("Empty") + acc = W.Accordion(children=[body]) + acc.set_title(0, title) + acc.selected_index = None + self.widget = acc + + def open(self) -> None: + self.widget.selected_index = 0 # type: ignore[attr-defined] + + def close(self) -> None: + self.widget.selected_index = None # type: ignore[attr-defined] + + +class ChoiceField(Element): + """Dropdown for selecting one option from a list of (label, value) pairs.""" + + def __init__(self, *, label: str = "", options: list[tuple[str, object]] | None = None) -> None: + self.widget = W.Dropdown(description=label, options=options or []) + + def get_value(self) -> object: + return self.widget.value # type: ignore[attr-defined, return-value] + + def set_value(self, value: object) -> None: + self.widget.value = value # type: ignore[attr-defined] + + +class ObjectChoiceField(ChoiceField): + """Dropdown for arbitrary objects with a label function (or attribute).""" + + def __init__( + self, + *, + label: str = "Select:", + items: list[object] | dict[str, object], + label_fn: Optional[Callable[[object], str]] = None, + fallback_attr: str = "name", + ) -> None: + pairs: list[tuple[str, object]] = [] + if isinstance(items, dict): + pairs = [(k, v) for k, v in items.items()] + else: + for obj in items: + if label_fn is not None: + pairs.append((str(label_fn(obj)), obj)) + else: + disp = getattr(obj, fallback_attr, obj.__class__.__name__) + pairs.append((str(disp), obj)) + super().__init__(label=label, options=pairs) + + +# =========================== +# ProcessBuilderForm (was SpecDrivenConfig) +# =========================== +class ProcessBuilderForm(BaseWidget): + """ + Render a ModelSpec into a form. On Apply, call spec.build(values) and + store the result (e.g., a Process or a mutated Column) in `self.built`. + """ + + def __init__(self, spec: ModelSpec, *, title: Optional[str] = None) -> None: + self._spec = spec + self._widgets: Dict[str, W.Widget] = {} + self._btn_apply = W.Button(description="Apply", button_style="success") + self._btn_reset = W.Button(description="Reset") + self.built: Any = None + super().__init__(title=title or spec.title) + + def _field_widget(self, f) -> W.Widget: + kind = f.kind + default = f.default + desc = f.label or f.name + + if kind == "float": + return W.FloatText(description=desc, value=float(default) if default is not None else 0.0) + if kind == "float_list": + init = ", ".join(map(str, default)) if isinstance(default, (list, tuple)) else (str(default) if default is not None else "") + return W.Textarea(description=desc, value=init, layout=W.Layout(width="100%")) + if kind == "bool": + return W.Checkbox(description=desc, value=bool(default)) + return W.Text(description=desc, value=str(default) if default is not None else "") + + def _build_body(self) -> W.Widget: + rows: list[W.Widget] = [] + for f in self._spec.fields: + w = self._field_widget(f) + self._widgets[f.name] = w + rows.append(w) + actions = W.HBox([self._btn_apply, self._btn_reset]) + return W.VBox(rows + [actions]) + + def _wire_events(self) -> None: + self._btn_apply.on_click(self._on_apply) + self._btn_reset.on_click(self._on_reset) + + def _collect_values(self) -> Dict[str, Any]: + vals: Dict[str, Any] = {} + for f in self._spec.fields: + raw = getattr(self._widgets[f.name], "value", None) + v = raw + if f.transform is not None: + v = f.transform(v) + if f.validate is not None: + f.validate(v) + vals[f.name] = v + return vals + + def _on_apply(self, _btn) -> None: + try: + v = self._collect_values() + if self._spec.build is None: + raise RuntimeError("Spec has no 'build' function.") + self.built = self._spec.build(v) + self.set_status("Built successfully.") + except Exception as e: + self.built = None + self.set_status(f"Error: {e}") + + def _on_reset(self, _btn) -> None: + for f in self._spec.fields: + w = self._widgets[f.name] + default = f.default + try: + if f.kind == "float": + w.value = float(default) if default is not None else 0.0 + elif f.kind == "bool": + w.value = bool(default) + elif f.kind == "float_list": + init = ", ".join(map(str, default)) if isinstance(default, (list, tuple)) else (str(default) if default is not None else "") + w.value = init + else: + w.value = str(default) if default is not None else "" + except Exception: + pass + self.set_status("Reset to defaults.") + + +# ====================== +# Configuration widget +# ====================== +class ConfigurationWidget(BaseWidget): + """ + Unified configuration widget with defaults: + - ComponentSystem(1) + - columns via DEFAULT_COLUMN_FACTORIES + - models via MODEL_REGISTRY + - ProcessBuilderForm as the inner form + + Adds: + - "Components" IntText to rebuild columns on-the-fly + - "Configure column…" popup to edit column.required_parameters + """ + + def __init__( + self, + *, + title: Optional[str] = None, + registry: Optional[dict[str, Callable[[Any], Any]]] = None, # name -> (column) -> ModelSpec + columns: Optional[Union[List[Any], Dict[str, Any]]] = None, + on_built: Optional[Callable[[Any], None]] = None, + spec_builder_cls: Optional[type] = None, # defaults to ProcessBuilderForm + ) -> None: + # default wiring if pieces are missing + use_defaults = (registry is None or columns is None or spec_builder_cls is None) + if use_defaults: + self._DEFAULT_COLUMN_FACTORIES = DEFAULT_COLUMN_FACTORIES + self._can_rebuild_columns = True + self._components_value = 1 + cs = ComponentSystem(self._components_value) + columns = {name: factory(cs) for name, factory in self._DEFAULT_COLUMN_FACTORIES.items()} + registry = MODEL_REGISTRY + spec_builder_cls = ProcessBuilderForm + else: + self._DEFAULT_COLUMN_FACTORIES = None + self._can_rebuild_columns = False + self._components_value = None + + # manual-mode state + self._elements: dict[str, Element] = {} + self._btn_apply = W.Button(description="Apply", button_style="success") + self._btn_reset = W.Button(description="Reset") + + # spec-driven state + self._registry = registry + self._columns = columns + self._on_built = on_built + self._SpecDriven = spec_builder_cls + self.built: Any = None + + # listeners + self._built_listeners: list[Callable[[Any], None]] = [] + + # components field if we can rebuild + self._components_field: Optional[W.IntText] = ( + W.IntText(description="Components:", value=self._components_value, min=1) + if self._can_rebuild_columns else None + ) + + super().__init__(title=title or "Configuration") + + @property + def process(self) -> Any: + return self.built + + def add_built_listener(self, callback: Callable[[Any], None]) -> None: + self._built_listeners.append(callback) + + # ---------- layout ---------- + def _build_body(self) -> W.Widget: + self._manual_mode = not (self._registry and self._columns) + + if self._manual_mode: + self._form_box = W.VBox([]) + self._actions = W.HBox([self._btn_apply, self._btn_reset]) + return W.VBox([self._form_box, self._actions]) + + # keep a label->column list for popup title + if isinstance(self._columns, dict): + self._column_pairs: list[tuple[str, Any]] = list(self._columns.items()) + else: + self._column_pairs = [(getattr(c, "name", c.__class__.__name__), c) for c in self._columns] + + self._model_picker = ObjectChoiceField(label="Model:", items=self._registry) + self._column_picker = ChoiceField(label="Column:", options=self._column_pairs) + + # NEW: column config + self._btn_config_col = W.Button(description="Configure column…", icon="wrench") + self._col_popup = Popup(title="Column configuration") + + self._config_area = W.Box([]) + + rows: list[W.Widget] = [] + if self._components_field is not None: + rows.append(self._components_field) + rows.append(W.HBox([self._model_picker.widget, self._column_picker.widget, self._btn_config_col])) + rows.append(self._col_popup.widget) + rows.append(self._config_area) + return W.VBox(rows) + + def _wire_events(self) -> None: + if getattr(self, "_manual_mode", False): + self._btn_apply.on_click(self._on_apply) + self._btn_reset.on_click(self._on_reset) + return + + self._model_picker.widget.observe(self._on_spec_change, names="value") + self._column_picker.widget.observe(self._on_spec_change, names="value") + self._btn_config_col.on_click(self._on_open_column_config) + + # init selections + try: + mopts = list(self._model_picker.widget.options) + if mopts: + self._model_picker.set_value(mopts[0][1]) + copts = list(self._column_picker.widget.options) + if copts: + self._column_picker.set_value(copts[0][1]) + except Exception: + pass + + # initial render + model_fn = self._model_picker.get_value() + column = self._column_picker.get_value() + if model_fn and column: + self._rebuild_spec_config(model_fn, column) + + if self._components_field is not None: + self._components_field.observe(self._on_components_change, names="value") + + # ---------- manual-mode API ---------- + def add_field(self, name: str, element: Element) -> None: + if not hasattr(self, "_form_box"): + return + self._elements[name] = element + self._refresh_form() + + def set_values(self, values: Mapping[str, object]) -> None: + if not hasattr(self, "_form_box"): + return + for k, v in values.items(): + el = self._elements.get(k) + if el is not None: + try: + el.set_value(v) + except Exception: + pass + self.set_status("Values updated.") + + def get_values(self) -> dict[str, object]: + if not hasattr(self, "_form_box"): + return {} + out: dict[str, object] = {} + for k, el in self._elements.items(): + try: + out[k] = el.get_value() + except Exception: + out[k] = None + return out + + def _on_apply(self, _btn: W.Button) -> None: # noqa: ARG002 + if not hasattr(self, "_form_box"): + return + cfg = self.get_values() + self.set_status(f"Applied: {cfg}") + + def _on_reset(self, _btn: W.Button) -> None: # noqa: ARG002 + if not hasattr(self, "_form_box"): + return + for el in self._elements.values(): + try: + el.set_value(el.get_value()) + except Exception: + pass + self.set_status("Reset done.") + + def _refresh_form(self) -> None: + if hasattr(self, "_form_box"): + self._form_box.children = [el.widget for el in self._elements.values()] + + # ---------- spec-driven internals ---------- + def _on_spec_change(self, _change) -> None: + model_fn = self._model_picker.get_value() + column = self._column_picker.get_value() + if model_fn and column: + self._rebuild_spec_config(model_fn, column) + + def _on_components_change(self, change) -> None: + if not self._can_rebuild_columns or change["name"] != "value": + return + try: + n = int(change["new"]) + if n < 1: + return + except Exception: + return + + cs = ComponentSystem(n) + new_columns = {name: factory(cs) for name, factory in self._DEFAULT_COLUMN_FACTORIES.items()} # type: ignore[index] + self._columns = new_columns + pairs = [(label, col) for label, col in new_columns.items()] + self._column_pairs = pairs + self._column_picker.widget.options = pairs # type: ignore[attr-defined] + if pairs: + self._column_picker.set_value(pairs[0][1]) + model_fn = self._model_picker.get_value() + column = self._column_picker.get_value() + if model_fn and column: + self._rebuild_spec_config(model_fn, column) + self.set_status(f"Rebuilt columns for {n} component(s).") + + def _notify_built(self) -> None: + if self.built is None: + return + for cb in list(self._built_listeners): + try: + cb(self.built) + except Exception: + pass + + def _rebuild_spec_config(self, model_fn: Callable[[Any], Any], column: Any) -> None: + SpecDriven = self._SpecDriven + if SpecDriven is None: + raise RuntimeError("ProcessBuilderForm class not provided.") + spec = model_fn(column) + form = SpecDriven(spec) + + # Copy the built process out after the inner Apply (button already bound in form) + def _after_apply(_b): + if getattr(form, "built", None) is not None: + self.built = form.built + if self._on_built is not None: + self._on_built(form.built) + self._notify_built() + + form._btn_apply.on_click(_after_apply) # type: ignore[attr-defined] + self._config_area.children = [form.root] + self.set_status("Select model & column, configure, then click Apply.") + + def _on_open_column_config(self, _btn) -> None: + """Build and show a popup form for the currently selected column.""" + try: + column = self._column_picker.get_value() + spec = column_spec_from_required(column) + form = ProcessBuilderForm(spec) + + def _after_apply(_b): + name = getattr(column, "name", column.__class__.__name__) + self.set_status(f"Updated column parameters for: {name}") + + form._btn_apply.on_click(_after_apply) # type: ignore[attr-defined] + self._col_popup.widget.children = [form.root] + self._col_popup.open() + except Exception as e: + self._col_popup.widget.children = [W.HTML(f"Error: {e}")] + self._col_popup.open() + + +# ====================== +# Solution widget +# ====================== + +def _try_plot_result(res: Any, out_widget: W.Output) -> None: + import numpy as np + import pprint + try: + import matplotlib.pyplot as plt # noqa: F401 + except Exception: + plt = None + + with out_widget: + # pandas-like + if hasattr(res, "to_pandas") and callable(res.to_pandas): + try: + df = res.to_pandas() # type: ignore[attr-defined] + from IPython.display import display + print("Result (first rows):") + display(df.head()) + if plt is not None: + cols: List[str] = list(df.columns) + tcol = "time" if "time" in cols else ("t" if "t" in cols else None) + ycols = [c for c in cols if c not in ("time", "t")] + if tcol and ycols: + plt.figure() + plt.plot(df[tcol], df[ycols[0]]) + plt.xlabel(tcol) + plt.ylabel(ycols[0]) + plt.title("Simulation (first series)") + plt.show() + return + except Exception as e: + print(f"(Could not render DataFrame view: {e})") + + # simple dict plot + if isinstance(res, dict): + t = res.get("time", res.get("t")) + if t is not None and plt is not None: + for k, v in res.items(): + if k in ("time", "t"): + continue + try: + tt = np.asarray(t) + yy = np.asarray(v) + if tt.ndim == 1 and yy.ndim >= 1 and yy.shape[0] == tt.shape[0]: + plt.figure() + plt.plot(tt, yy) + plt.xlabel("time") + plt.ylabel(k) + plt.title("Simulation") + plt.show() + return + except Exception: + pass + print("Result dictionary:") + pprint.pprint(res) + return + + # fallback print + print("Simulation result:") + pprint.pprint(res) + + +class SolutionWidget(BaseWidget): + """ + Takes a Process and runs it (using CADETProcess.simulator by default). + Can also bind to a ConfigurationWidget to receive the built process on Apply. + """ + + def __init__( + self, + *, + title: Optional[str] = None, + process: Any = None, + config: ConfigurationWidget | None = None, + runner: Callable[[Any], Any] | None = None, + runner_kwargs: Dict[str, Any] | None = None, + ) -> None: + self._process: Any = None + self._btn_run = W.Button(description="Run simulation", icon="play") + self._btn_clear = W.Button(description="Clear", icon="trash") + self._proc_label = W.HTML("No process set.") + self._out = W.Output() + self._show_tb = W.Checkbox(description="Show traceback", value=True) + + self._runner = runner or _default_runner + self._runner_kwargs = runner_kwargs or {} + + super().__init__(title=title or "Solution") + + if process is not None: + self.set_process(process) + if config is not None: + self.bind_to_config(config) + + def set_process(self, process: Any) -> None: + self._process = process + name = getattr(process, "name", process.__class__.__name__) + self._proc_label.value = f"Process: {name}" + self.set_status("Ready to run.") + + def bind_to_config(self, config_widget: ConfigurationWidget) -> None: + config_widget.add_built_listener(self.set_process) + try: + if config_widget.process is not None: + self.set_process(config_widget.process) + except Exception: + pass + + def _build_body(self) -> W.Widget: + controls = W.HBox([self._btn_run, self._btn_clear, self._show_tb]) + header = W.HBox([self._proc_label, controls]) + return W.VBox([header, self._out]) + + def _wire_events(self) -> None: + self._btn_run.on_click(self._on_run) + self._btn_clear.on_click(self._on_clear) + + def _on_run(self, _btn) -> None: + self._out.clear_output() + if self._process is None: + self.set_status("No process to run. Build one first.") + return + + capture = bool(self._show_tb.value) + buf_out = io.StringIO() if capture else None + buf_err = io.StringIO() if capture else None + + try: + if capture: + with redirect_stdout(buf_out), redirect_stderr(buf_err): + res = self._runner(self._process, **self._runner_kwargs) + else: + res = self._runner(self._process, **self._runner_kwargs) + + with self._out: + if capture: + out_txt = buf_out.getvalue() + err_txt = buf_err.getvalue() + if out_txt.strip(): + print("=== stdout ===") + print(out_txt, end="") + if err_txt.strip(): + print("=== stderr ===") + print(err_txt, end="") + print("Simulation finished.") + + _try_plot_result(res, self._out) + self.set_status("Simulation complete.") + + except Exception as e: + with self._out: + if capture: + tb = traceback.TracebackException.from_exception(e, capture_locals=True) + text = "".join(tb.format(chain=True)) + if buf_out: + out_txt = buf_out.getvalue() + if out_txt.strip(): + print("=== stdout (captured) ===") + print(out_txt, end="") + if buf_err: + err_txt = buf_err.getvalue() + if err_txt.strip(): + print("=== stderr (captured) ===") + print(err_txt, end="") + print("=== full traceback (with chained causes) ===") + print(text, end="") + else: + print(f"{e.__class__.__name__}: {e}") + self.set_status(f"Simulation error: {e}") + + def _on_clear(self, _btn) -> None: + self._out.clear_output() + self.set_status("Cleared.") diff --git a/src/cadetProcessAdapter.py b/src/cadetProcessAdapter.py deleted file mode 100644 index e69de29..0000000 diff --git a/src/widget.py b/src/widget.py deleted file mode 100644 index f825a5e..0000000 --- a/src/widget.py +++ /dev/null @@ -1,41 +0,0 @@ -import ipywidgets as W -from abc import ABC, abstractmethod -from typing import Optional - -__all__ = ["BaseWidget"] - - -class BaseWidget(ABC): - """Base widget providing a header, status, and a container layout.""" - - def __init__(self, *, title: Optional[str] = None) -> None: - """ - Initialize the widget container. - - Parameters - ---------- - title : str, optional - Title shown in the header, defaults to the class name. - """ - self.title = title or self.__class__.__name__ - self._status = W.HTML("Ready.") - self._header = W.HTML(f"

{self.title}

") - self._body = self._build_body() - self.root = W.VBox([self._header, self._body, self._status]) - self._wire_events() - - @abstractmethod - def _build_body(self) -> W.Widget: - """Create and return the main widget body.""" - - def _wire_events(self) -> None: - """Connect event handlers (optional, override in subclasses).""" - - def set_status(self, text: str) -> None: - """Update the status display with a text message.""" - self._status.value = text - - def display(self) -> None: - """Render the widget in a Jupyter notebook.""" - from IPython.display import display as _display - _display(self.root) diff --git a/tests/display_widgets.ipynb b/tests/display_widgets.ipynb new file mode 100644 index 0000000..cdb5321 --- /dev/null +++ b/tests/display_widgets.ipynb @@ -0,0 +1,198 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 5, + "id": "2d5d3b56", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] + } + ], + "source": [ + "from cadetgui.widget import ConfigurationWidget, SolutionWidget\n", + "\n", + "\n", + "%load_ext autoreload\n", + "%autoreload 2" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a9c1028e", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "359a4da7b06c402e9b42215e40d022b1", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "VBox(children=(HTML(value=\"

Configuration

\"), VBox(children=(IntText(value=1, descript…" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "ff8d204a6060460dbc1f8f10f00f7cea", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "VBox(children=(HTML(value=\"

Solution

\"), VBox(children=(HBox(children=(HTML(value='Configuration\"), VBox(children=(HBox(children=(Dropdown(d…" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cfg_single = ConfigurationWidget() \n", + "\n", + "cfg_single.display()\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "47cef686", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "3c62e2016645419995ea78b9878669fe", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "VBox(children=(HTML(value=\"

Solution

\"), VBox(children=(HBox(children=(HTML(value=' W.Widget: + return W.Label("body") + + +def test_basewidget_concrete_builds_container(): + w = Demo(title="DemoTitle") + assert isinstance(w.root, W.VBox) + assert len(w.root.children) == 3 + header, body, status = w.root.children + assert isinstance(header, W.HTML) + assert "DemoTitle" in header.value + assert isinstance(body, W.Label) + assert isinstance(status, W.HTML) + assert "Ready." in status.value + + +def test_display_no_raise_if_ipython_available(): + ip = pytest.importorskip("IPython") + w = Demo() + w.display() + + +def test_textfield_get_set(): + tf = TextField(label="Name", value="Alice") + assert tf.get_value() == "Alice" + tf.set_value(123) # coerces to str + assert tf.get_value() == "123" + + +def test_floatfield_get_set(): + ff = FloatField(label="K", value=1.5) + assert ff.get_value() == pytest.approx(1.5) + ff.set_value("2.75") + assert ff.get_value() == pytest.approx(2.75) + + +def test_boolfield_get_set(): + bf = BoolField(label="Flag", value=False) + assert bf.get_value() is False + bf.set_value(1) + assert bf.get_value() is True + + +def test_display_constructs_html(): + d = Display(html="Hi") + assert isinstance(d.widget, W.HTML) + assert "Hi" in d.widget.value + + +def test_popup_open_close(): + p = Popup(title="Info") + assert isinstance(p.widget, W.Accordion) + # closed by default + assert p.widget.selected_index is None + p.open() + assert p.widget.selected_index == 0 + p.close() + assert p.widget.selected_index is None + + +def test_configuration_widget_add_fields_and_values(): + cfg = ConfigurationWidget(title="Cfg") + # add fields + cfg.add_field("name", TextField(label="Name")) + cfg.add_field("alpha", FloatField(label="Alpha", value=0.1)) + cfg.add_field("active", BoolField(label="Active")) + # layout should contain form + actions + assert len(cfg.root.children) == 3 # header, body, status + body = cfg.root.children[1] + assert isinstance(body, W.VBox) + # inner VBox children: form_box and actions + form_box, actions = body.children + assert isinstance(form_box, W.VBox) + assert isinstance(actions, W.HBox) + # fields show up in form + assert len(form_box.children) == 3 + + # set/get values + cfg.set_values({"name": "col1", "alpha": 0.42, "active": True}) + values = cfg.get_values() + assert values["name"] == "col1" + assert values["alpha"] == pytest.approx(0.42) + assert values["active"] is True From 8f5c5724d18887e1d591e1568035bfba0b6fdb2c Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Tue, 23 Sep 2025 16:52:40 +0200 Subject: [PATCH 007/158] [WIP] Working on Package --- cadetgui/cadetprocessadapter.py | 275 +++++++--- cadetgui/widget.py | 685 ------------------------- cadetgui/widgets/__init__.py | 48 ++ cadetgui/widgets/base.py | 149 ++++++ cadetgui/widgets/config.py | 562 ++++++++++++++++++++ cadetgui/widgets/elements.py | 446 ++++++++++++++++ cadetgui/widgets/form.py | 65 +++ cadetgui/widgets/solution.py | 876 ++++++++++++++++++++++++++++++++ pyproject.toml | 34 +- tests/display_widgets.ipynb | 522 ++++++++++++++++--- tests/test_widgets.py | 2 +- 11 files changed, 2828 insertions(+), 836 deletions(-) delete mode 100644 cadetgui/widget.py create mode 100644 cadetgui/widgets/__init__.py create mode 100644 cadetgui/widgets/base.py create mode 100644 cadetgui/widgets/config.py create mode 100644 cadetgui/widgets/elements.py create mode 100644 cadetgui/widgets/form.py create mode 100644 cadetgui/widgets/solution.py diff --git a/cadetgui/cadetprocessadapter.py b/cadetgui/cadetprocessadapter.py index 97399ec..5f2b237 100644 --- a/cadetgui/cadetprocessadapter.py +++ b/cadetgui/cadetprocessadapter.py @@ -1,16 +1,19 @@ from __future__ import annotations from dataclasses import dataclass, field -from typing import Any, Callable, Mapping, Sequence, Optional, Dict +from typing import Any, Callable, Mapping, Sequence, Optional, Dict, Literal from CADETProcess.processModel import ( ChromatographicColumnBase, ComponentSystem, GeneralRateModel, LumpedRateModelWithPores, + LumpedRateModelWithoutPores, Cstr ) +from CADETProcess.modelBuilder import LWE, BatchElution, CLR, FlipFlop, MRSSR + FieldKind = str Validator = Callable[[Any], None] Transform = Callable[[Any], Any] @@ -19,13 +22,14 @@ @dataclass(frozen=True) class FieldSpec: name: str - kind: FieldKind - label: Optional[str] = None + kind: Literal["float", "float_list", "bool", "text"] + label: str | None = None default: Any = None - help: Optional[str] = None + transform: Callable | None = None validate: Optional[Validator] = None - transform: Optional[Transform] = None - + min: float | None = None + max: float | None = None + units: str | None = None def require_positive(x: Any) -> None: if float(x) <= 0: @@ -44,18 +48,27 @@ def parse_float_list(v: Any) -> list[float]: return vals PARAMS: dict[str, FieldSpec] = { - "c_feed": FieldSpec("c_feed", "float_list", "Feed concentration", [1.0], transform=parse_float_list), - "c_load": FieldSpec("c_load", "float_list", "Load concentration", [1.0], transform=parse_float_list), - "c_salt_low": FieldSpec("c_salt_low", "float_list", "Low-salt buffer", [0.0], transform=parse_float_list), - "c_salt_high": FieldSpec("c_salt_high", "float_list", "High-salt buffer", [1.0], transform=parse_float_list), - "flow_rate": FieldSpec("flow_rate", "float", "Flow rate", 1.0, validate=require_positive), - "feed_duration": FieldSpec("feed_duration", "float", "Feed duration", 10.0, validate=require_positive), + "c_feed": FieldSpec("c_feed", "float_list", "Feed concentration", [10.0], transform=parse_float_list), + "c_load": FieldSpec("c_load", "float_list", "Load concentration", [50.0], transform=parse_float_list), + "c_salt_low": FieldSpec("c_salt_low", "float_list", "Low-salt buffer", [50.0], transform=parse_float_list), + "c_salt_high": FieldSpec("c_salt_high", "float_list", "High-salt buffer", [500.0], transform=parse_float_list), + "flow_rate": FieldSpec("flow_rate", "float", "Flow rate", 1.0e-6, validate=require_positive), + "feed_duration": FieldSpec("feed_duration", "float", "Feed duration", 60.0, validate=require_positive), "load_duration": FieldSpec("load_duration", "float", "Load duration", 10.0, validate=require_positive), - "cycle_time": FieldSpec("cycle_time", "float", "Cycle time", 100.0, validate=require_positive), + "cycle_time": FieldSpec("cycle_time", "float", "Cycle time", 6000.0, validate=require_positive), "wash_duration": FieldSpec("wash_duration", "float", "Wash duration", 10.0, validate=require_positive), - "gradient_duration": FieldSpec("gradient_duration", "float", "Gradient duration", 30.0, validate=require_positive), - "final_wash_duration": FieldSpec("final_wash_duration", "float", "Final wash duration", 0.0), + "gradient_duration": FieldSpec("gradient_duration", "float", "Gradient duration", 10.0, validate=require_positive), + "final_wash_duration": FieldSpec("final_wash_duration", "float", "Final wash duration", 10.0), "c_eluent": FieldSpec("c_eluent", "float", "Eluent (scalar)", 0.0), + "recycle_on": FieldSpec("recycle_on", "float", "Recycle on (t)", 250.0, validate=require_positive), + "recycle_off": FieldSpec("recycle_off", "float", "Recycle off (t)", 300.0, validate=require_positive), + "pump_volume": FieldSpec("pump_volume", "float", "Pump volume", 1e-9, validate=require_positive), + "V_tank": FieldSpec("V_tank", "float", "Tank volume", 1e-6, validate=require_positive), + "delay_flip": FieldSpec("delay_flip", "float", "Delay flip (t)", 325.0, validate=require_positive), + "delay_injection": FieldSpec("delay_injection", "float", "Delay injection (t)", 190.0, validate=require_positive), + "c_tank_init": FieldSpec("c_tank_init", "float_list", "Initial tank c",transform=parse_float_list) + + } @@ -72,8 +85,6 @@ def _pick(keys: Sequence[str]) -> list[FieldSpec]: def batch_elution_spec(column: ChromatographicColumnBase) -> ModelSpec: def _build(v: Mapping[str, Any]) -> Any: - # Import here to keep module import cheap - from CADETProcess.modelBuilder import BatchElution return BatchElution( column=column, c_feed=v["c_feed"], @@ -92,7 +103,6 @@ def _build(v: Mapping[str, Any]) -> Any: def lwe_spec(column: ChromatographicColumnBase) -> ModelSpec: def _build(v: Mapping[str, Any]) -> Any: - from CADETProcess.modelBuilder import LWE return LWE( column=column, c_load=v["c_load"], @@ -114,31 +124,122 @@ def _build(v: Mapping[str, Any]) -> Any: ]), build=_build, ) + +def clr_spec(column: ChromatographicColumnBase) -> ModelSpec: + """Closed Loop Recycling (CLR) spec.""" + def _build(v: Mapping[str, Any]) -> Any: + from CADETProcess.modelBuilder import CLR + return CLR( + column=column, + c_feed=v["c_feed"], + flow_rate=float(v["flow_rate"]), + feed_duration=float(v["feed_duration"]), + recycle_off=float(v["recycle_off"]), + cycle_time=float(v["cycle_time"]), + c_eluent=float(v["c_eluent"]), + pump_volume=float(v["pump_volume"]), + ) + + return ModelSpec( + title="Closed Loop Recycling (CLR)", + fields=_pick([ + "c_feed", + "flow_rate", + "feed_duration", + "recycle_off", + "cycle_time", + "c_eluent", + "pump_volume", + ]), + build=_build, + ) + +def flipflop_spec(column: ChromatographicColumnBase) -> ModelSpec: + """Flip-Flop spec.""" + def _build(v: Mapping[str, Any]) -> Any: + from CADETProcess.modelBuilder import FlipFlop + return FlipFlop( + column=column, + c_feed=v["c_feed"], + flow_rate=float(v["flow_rate"]), + feed_duration=float(v["feed_duration"]), + delay_flip=float(v["delay_flip"]), + delay_injection=float(v["delay_injection"]), + c_eluent=float(v["c_eluent"]), # keep scalar eluent for now + ) + + return ModelSpec( + title="Flip-Flop", + fields=_pick([ + "c_feed", + "flow_rate", + "feed_duration", + "delay_flip", + "delay_injection", + "c_eluent", + ]), + build=_build, + ) + +def mrssr_spec(column: ChromatographicColumnBase) -> ModelSpec: + """Mixed-Recycle Steady-State Recycling (MRSSR) spec.""" + def _build(v: Mapping[str, Any]) -> Any: + from CADETProcess.modelBuilder import MRSSR + # c_tank_init may be None (means: use feed concentration) + return MRSSR( + column=column, + c_feed=v["c_feed"], + flow_rate=float(v["flow_rate"]), + feed_duration=float(v["feed_duration"]), + recycle_on=float(v["recycle_on"]), + recycle_off=float(v["recycle_off"]), + cycle_time=float(v["cycle_time"]), + V_tank=float(v["V_tank"]), + c_eluent=float(v["c_eluent"]), + c_tank_init=v["c_tank_init"], + ) + + return ModelSpec( + title="MRSSR", + fields=_pick([ + "c_feed", + "flow_rate", + "feed_duration", + "recycle_on", + "recycle_off", + "cycle_time", + "V_tank", + "c_eluent", + "c_tank_init", + ]), + build=_build, + ) + + -# A simple registry the UI can use to populate the model picker. -# Keys are user-facing names; values are callables: (column) -> ModelSpec MODEL_REGISTRY: dict[str, Callable[[ChromatographicColumnBase], ModelSpec]] = { "Batch Elution": batch_elution_spec, "Load–Wash–Elute (LWE)": lwe_spec, - # Add more later, e.g. "SMB": smb_spec, ... + "CLR": clr_spec, + "Flip-Flop": flipflop_spec, + "MRSSR": mrssr_spec, } - -# ---- Column factories (receive a ComponentSystem and return a column) ---- ColumnFactory = Callable[[ComponentSystem], ChromatographicColumnBase] def make_grm(cs: ComponentSystem) -> ChromatographicColumnBase: col = GeneralRateModel(cs, name="GRM") - # Set minimal required parameters as needed, e.g.: - # col.length = 0.10 return col def make_lrmp(cs: ComponentSystem) -> ChromatographicColumnBase: col = LumpedRateModelWithPores(cs, name="LRMP") - # col.length = 0.05 + return col + +def make_lrm(cs: ComponentSystem) -> ChromatographicColumnBase: + col = LumpedRateModelWithoutPores(cs, name="LRM") return col @@ -151,63 +252,91 @@ def make_cstr(cs: ComponentSystem) -> ChromatographicColumnBase: DEFAULT_COLUMN_FACTORIES: Dict[str, ColumnFactory] = { "GRM": make_grm, "LRMP": make_lrmp, + "LRM": make_lrm, "CSTR": make_cstr, - # "TubularReactor": make_tubular(...), - # "MCT": make_mct(...), -} - -# --- Dynamic column configuration from required_parameters --- -# Optional overrides: parameter name -> FieldKind (e.g., "float", "float_list", "bool", "text") -# For now we default everything to "float", but you can override per name here. -PARAM_TYPE_OVERRIDES: Dict[str, FieldKind] = { - # "length": "float", - # "diameter": "float", - # "porosity_bed": "float", - # "porosity_pore": "float", - # "volume": "float", } -def column_spec_from_required(column: ChromatographicColumnBase) -> ModelSpec: - """ - Build a ModelSpec for a column by reflecting over column.required_parameters. - Defaults each field to kind='float' unless overridden in PARAM_TYPE_OVERRIDES. - Uses the current attribute value as the default if present. - """ - req = getattr(column, "required_parameters", None) - if not req: - # Fallback: nothing to configure - return ModelSpec( - title=f"Configure {column.__class__.__name__}", - fields=[], - build=lambda _v: column, - ) +PARAM_TYPE_OVERRIDES: Dict[str, FieldKind] = {} + +def _unique_preserve_order(names: Sequence[str]) -> list[str]: + """Return names in original order, dropping duplicates (first occurrence wins).""" + seen: set[str] = set() + out: list[str] = [] + for n in names: + if n not in seen: + seen.add(n) + out.append(n) + return out + +PARAM_SCHEMA: dict[str, dict] = { + "diameter": {"kind": "float", "default": 0.024, "min": 0.0, "units": "m"}, + "bed_porosity": {"kind": "float", "default": 0.72, "min": 0.0, "max": 1.0}, + "length": {"kind": "float", "default": 0.5, "min": 0.0, "units": "m"}, + "pore_diffusion": {"kind": "float", "default": 1e-10, "min": 0.0, "units": "m^2/s"}, + "film_diffusion": {"kind": "float", "default": 1e-3, "min": 0.0, "units": "m/s"}, + "particle_porosity": {"kind": "float", "default": 0.6, "min": 0.0, "max": 1.0}, + "particle_radius": {"kind": "float", "default": 5.0e-6, "min": 0.0, "units": "m"}, + "axial_dispersion": {"kind": "float", "default": 1e-8, "min": 0.0, "units": "m^2/s"}, +} +def _infer_kind(x) -> str: + if isinstance(x, (list, tuple)): return "float_list" + if isinstance(x, bool): return "bool" + return "float" + +def _resolve_param(name: str, column_value): + meta = PARAM_SCHEMA.get(name, {}) + default = meta.get("default", column_value) + kind = meta.get("kind", _infer_kind(default)) + transform = parse_float_list if kind == "float_list" else None + bounds = {k: meta[k] for k in ("min", "max") if k in meta} + units = meta.get("units") + return default, kind, transform, bounds, units + +def _coerce_to_kind(kind: str, val): + if kind == "float_list": + return parse_float_list(val) + if kind == "bool": + return bool(val) + # default: float + return float(val) + +def build_column_config_spec(column: ChromatographicColumnBase) -> ModelSpec: + req = getattr(column, "required_parameters", None) or [] + names = _unique_preserve_order(list(req)) fields: list[FieldSpec] = [] - for name in req: - kind = PARAM_TYPE_OVERRIDES.get(name, "float") # default everything to float for now - default = getattr(column, name, None) + + for name in names: + col_val = getattr(column, name, None) + default, kind, transform, bounds, units = _resolve_param(name, col_val) label = name.replace("_", " ").capitalize() - # You can extend with validation/transform per kind if you like. - fields.append(FieldSpec(name=name, kind=kind, label=label, default=default)) - - def _apply(v: Mapping[str, Any]) -> Any: - # Assign back to the column - for name in req: - if name in v: - try: - if PARAM_TYPE_OVERRIDES.get(name, "float") == "float": - setattr(column, name, float(v[name])) - else: - # room for future kinds - setattr(column, name, v[name]) - except Exception: - # keep going even if a parameter fails to set - pass + fs_kwargs = dict(name=name, kind=kind, label=label, default=default, transform=transform, **bounds) + if units is not None: + fs_kwargs["units"] = units + fields.append(FieldSpec(**fs_kwargs)) + + def _apply(values: Mapping[str, Any]) -> Any: + for name in names: + if name not in values: + continue + try: + # prefer schema kind; fall back to explicit overrides; else infer + schema_kind = PARAM_SCHEMA.get(name, {}).get("kind") + kind = schema_kind or PARAM_TYPE_OVERRIDES.get(name) # keep if you still have it + if kind is None: + # last-resort inference from current column value + cur = getattr(column, name, None) + kind = _infer_kind(cur) + coerced = _coerce_to_kind(kind, values[name]) + setattr(column, name, coerced) + except Exception: + # swallow and continue so one bad value doesn't block the rest + continue return column return ModelSpec( title=f"Configure {column.__class__.__name__}", fields=fields, - build=_apply, + build=_apply, # <- pass the function directly; it takes (values) ) diff --git a/cadetgui/widget.py b/cadetgui/widget.py deleted file mode 100644 index 5b35c82..0000000 --- a/cadetgui/widget.py +++ /dev/null @@ -1,685 +0,0 @@ -from __future__ import annotations - -import io -import traceback -import ipywidgets as W -from abc import ABC, abstractmethod -from contextlib import redirect_stdout, redirect_stderr -from typing import Optional, Mapping, Callable, Any, Union, Dict, List -from .simulation import run_process as _default_runner - -from .cadetprocessadapter import ( - ModelSpec, - MODEL_REGISTRY, - DEFAULT_COLUMN_FACTORIES, - column_spec_from_required, -) -from CADETProcess.processModel import ComponentSystem - -__all__ = [ - "BaseWidget", - "Element", - "TextField", - "FloatField", - "BoolField", - "Display", - "Popup", - "ChoiceField", - "ObjectChoiceField", - "ProcessBuilderForm", - "ConfigurationWidget", - "SolutionWidget", -] - -# ========================= -# Base + small UI elements -# ========================= -class BaseWidget(ABC): - """Base widget container with a header, body, and status bar.""" - - def __init__(self, *, title: Optional[str] = None) -> None: - self.title = title or self.__class__.__name__ - self._status = W.HTML("Ready.") - self._header = W.HTML(f"

{self.title}

") - self._body = self._build_body() - self.root = W.VBox([self._header, self._body, self._status]) - self._wire_events() - - @abstractmethod - def _build_body(self) -> W.Widget: - """Create and return the main widget body.""" - - def _wire_events(self) -> None: - """Connect event handlers (optional override).""" - - def set_status(self, text: str) -> None: - self._status.value = text - - def display(self) -> None: - from IPython.display import display as _display - _display(self.root) - - -class Element(ABC): - """Base class for small reusable form elements.""" - - widget: W.Widget - - def get_value(self) -> object: - raise NotImplementedError - - def set_value(self, value: object) -> None: - raise NotImplementedError - - -class TextField(Element): - def __init__(self, *, label: str = "", value: str = "") -> None: - self.widget = W.Text(description=label, value=value) - - def get_value(self) -> str: - return self.widget.value # type: ignore[return-value] - - def set_value(self, value: object) -> None: - self.widget.value = str(value) - - -class FloatField(Element): - def __init__(self, *, label: str = "", value: float = 0.0) -> None: - self.widget = W.FloatText(description=label, value=float(value)) - - def get_value(self) -> float: - return float(self.widget.value) # type: ignore[return-value] - - def set_value(self, value: object) -> None: - self.widget.value = float(value) # type: ignore[assignment] - - -class BoolField(Element): - def __init__(self, *, label: str = "", value: bool = False) -> None: - self.widget = W.Checkbox(description=label, value=bool(value)) - - def get_value(self) -> bool: - return bool(self.widget.value) # type: ignore[return-value] - - def set_value(self, value: object) -> None: - self.widget.value = bool(value) # type: ignore[assignment] - - -class Display(Element): - def __init__(self, *, html: str = "") -> None: - self.widget = W.HTML(value=html) - - -class Popup(Element): - def __init__(self, *, title: str = "Info", content: W.Widget | None = None) -> None: - body = content or W.HTML("Empty") - acc = W.Accordion(children=[body]) - acc.set_title(0, title) - acc.selected_index = None - self.widget = acc - - def open(self) -> None: - self.widget.selected_index = 0 # type: ignore[attr-defined] - - def close(self) -> None: - self.widget.selected_index = None # type: ignore[attr-defined] - - -class ChoiceField(Element): - """Dropdown for selecting one option from a list of (label, value) pairs.""" - - def __init__(self, *, label: str = "", options: list[tuple[str, object]] | None = None) -> None: - self.widget = W.Dropdown(description=label, options=options or []) - - def get_value(self) -> object: - return self.widget.value # type: ignore[attr-defined, return-value] - - def set_value(self, value: object) -> None: - self.widget.value = value # type: ignore[attr-defined] - - -class ObjectChoiceField(ChoiceField): - """Dropdown for arbitrary objects with a label function (or attribute).""" - - def __init__( - self, - *, - label: str = "Select:", - items: list[object] | dict[str, object], - label_fn: Optional[Callable[[object], str]] = None, - fallback_attr: str = "name", - ) -> None: - pairs: list[tuple[str, object]] = [] - if isinstance(items, dict): - pairs = [(k, v) for k, v in items.items()] - else: - for obj in items: - if label_fn is not None: - pairs.append((str(label_fn(obj)), obj)) - else: - disp = getattr(obj, fallback_attr, obj.__class__.__name__) - pairs.append((str(disp), obj)) - super().__init__(label=label, options=pairs) - - -# =========================== -# ProcessBuilderForm (was SpecDrivenConfig) -# =========================== -class ProcessBuilderForm(BaseWidget): - """ - Render a ModelSpec into a form. On Apply, call spec.build(values) and - store the result (e.g., a Process or a mutated Column) in `self.built`. - """ - - def __init__(self, spec: ModelSpec, *, title: Optional[str] = None) -> None: - self._spec = spec - self._widgets: Dict[str, W.Widget] = {} - self._btn_apply = W.Button(description="Apply", button_style="success") - self._btn_reset = W.Button(description="Reset") - self.built: Any = None - super().__init__(title=title or spec.title) - - def _field_widget(self, f) -> W.Widget: - kind = f.kind - default = f.default - desc = f.label or f.name - - if kind == "float": - return W.FloatText(description=desc, value=float(default) if default is not None else 0.0) - if kind == "float_list": - init = ", ".join(map(str, default)) if isinstance(default, (list, tuple)) else (str(default) if default is not None else "") - return W.Textarea(description=desc, value=init, layout=W.Layout(width="100%")) - if kind == "bool": - return W.Checkbox(description=desc, value=bool(default)) - return W.Text(description=desc, value=str(default) if default is not None else "") - - def _build_body(self) -> W.Widget: - rows: list[W.Widget] = [] - for f in self._spec.fields: - w = self._field_widget(f) - self._widgets[f.name] = w - rows.append(w) - actions = W.HBox([self._btn_apply, self._btn_reset]) - return W.VBox(rows + [actions]) - - def _wire_events(self) -> None: - self._btn_apply.on_click(self._on_apply) - self._btn_reset.on_click(self._on_reset) - - def _collect_values(self) -> Dict[str, Any]: - vals: Dict[str, Any] = {} - for f in self._spec.fields: - raw = getattr(self._widgets[f.name], "value", None) - v = raw - if f.transform is not None: - v = f.transform(v) - if f.validate is not None: - f.validate(v) - vals[f.name] = v - return vals - - def _on_apply(self, _btn) -> None: - try: - v = self._collect_values() - if self._spec.build is None: - raise RuntimeError("Spec has no 'build' function.") - self.built = self._spec.build(v) - self.set_status("Built successfully.") - except Exception as e: - self.built = None - self.set_status(f"Error: {e}") - - def _on_reset(self, _btn) -> None: - for f in self._spec.fields: - w = self._widgets[f.name] - default = f.default - try: - if f.kind == "float": - w.value = float(default) if default is not None else 0.0 - elif f.kind == "bool": - w.value = bool(default) - elif f.kind == "float_list": - init = ", ".join(map(str, default)) if isinstance(default, (list, tuple)) else (str(default) if default is not None else "") - w.value = init - else: - w.value = str(default) if default is not None else "" - except Exception: - pass - self.set_status("Reset to defaults.") - - -# ====================== -# Configuration widget -# ====================== -class ConfigurationWidget(BaseWidget): - """ - Unified configuration widget with defaults: - - ComponentSystem(1) - - columns via DEFAULT_COLUMN_FACTORIES - - models via MODEL_REGISTRY - - ProcessBuilderForm as the inner form - - Adds: - - "Components" IntText to rebuild columns on-the-fly - - "Configure column…" popup to edit column.required_parameters - """ - - def __init__( - self, - *, - title: Optional[str] = None, - registry: Optional[dict[str, Callable[[Any], Any]]] = None, # name -> (column) -> ModelSpec - columns: Optional[Union[List[Any], Dict[str, Any]]] = None, - on_built: Optional[Callable[[Any], None]] = None, - spec_builder_cls: Optional[type] = None, # defaults to ProcessBuilderForm - ) -> None: - # default wiring if pieces are missing - use_defaults = (registry is None or columns is None or spec_builder_cls is None) - if use_defaults: - self._DEFAULT_COLUMN_FACTORIES = DEFAULT_COLUMN_FACTORIES - self._can_rebuild_columns = True - self._components_value = 1 - cs = ComponentSystem(self._components_value) - columns = {name: factory(cs) for name, factory in self._DEFAULT_COLUMN_FACTORIES.items()} - registry = MODEL_REGISTRY - spec_builder_cls = ProcessBuilderForm - else: - self._DEFAULT_COLUMN_FACTORIES = None - self._can_rebuild_columns = False - self._components_value = None - - # manual-mode state - self._elements: dict[str, Element] = {} - self._btn_apply = W.Button(description="Apply", button_style="success") - self._btn_reset = W.Button(description="Reset") - - # spec-driven state - self._registry = registry - self._columns = columns - self._on_built = on_built - self._SpecDriven = spec_builder_cls - self.built: Any = None - - # listeners - self._built_listeners: list[Callable[[Any], None]] = [] - - # components field if we can rebuild - self._components_field: Optional[W.IntText] = ( - W.IntText(description="Components:", value=self._components_value, min=1) - if self._can_rebuild_columns else None - ) - - super().__init__(title=title or "Configuration") - - @property - def process(self) -> Any: - return self.built - - def add_built_listener(self, callback: Callable[[Any], None]) -> None: - self._built_listeners.append(callback) - - # ---------- layout ---------- - def _build_body(self) -> W.Widget: - self._manual_mode = not (self._registry and self._columns) - - if self._manual_mode: - self._form_box = W.VBox([]) - self._actions = W.HBox([self._btn_apply, self._btn_reset]) - return W.VBox([self._form_box, self._actions]) - - # keep a label->column list for popup title - if isinstance(self._columns, dict): - self._column_pairs: list[tuple[str, Any]] = list(self._columns.items()) - else: - self._column_pairs = [(getattr(c, "name", c.__class__.__name__), c) for c in self._columns] - - self._model_picker = ObjectChoiceField(label="Model:", items=self._registry) - self._column_picker = ChoiceField(label="Column:", options=self._column_pairs) - - # NEW: column config - self._btn_config_col = W.Button(description="Configure column…", icon="wrench") - self._col_popup = Popup(title="Column configuration") - - self._config_area = W.Box([]) - - rows: list[W.Widget] = [] - if self._components_field is not None: - rows.append(self._components_field) - rows.append(W.HBox([self._model_picker.widget, self._column_picker.widget, self._btn_config_col])) - rows.append(self._col_popup.widget) - rows.append(self._config_area) - return W.VBox(rows) - - def _wire_events(self) -> None: - if getattr(self, "_manual_mode", False): - self._btn_apply.on_click(self._on_apply) - self._btn_reset.on_click(self._on_reset) - return - - self._model_picker.widget.observe(self._on_spec_change, names="value") - self._column_picker.widget.observe(self._on_spec_change, names="value") - self._btn_config_col.on_click(self._on_open_column_config) - - # init selections - try: - mopts = list(self._model_picker.widget.options) - if mopts: - self._model_picker.set_value(mopts[0][1]) - copts = list(self._column_picker.widget.options) - if copts: - self._column_picker.set_value(copts[0][1]) - except Exception: - pass - - # initial render - model_fn = self._model_picker.get_value() - column = self._column_picker.get_value() - if model_fn and column: - self._rebuild_spec_config(model_fn, column) - - if self._components_field is not None: - self._components_field.observe(self._on_components_change, names="value") - - # ---------- manual-mode API ---------- - def add_field(self, name: str, element: Element) -> None: - if not hasattr(self, "_form_box"): - return - self._elements[name] = element - self._refresh_form() - - def set_values(self, values: Mapping[str, object]) -> None: - if not hasattr(self, "_form_box"): - return - for k, v in values.items(): - el = self._elements.get(k) - if el is not None: - try: - el.set_value(v) - except Exception: - pass - self.set_status("Values updated.") - - def get_values(self) -> dict[str, object]: - if not hasattr(self, "_form_box"): - return {} - out: dict[str, object] = {} - for k, el in self._elements.items(): - try: - out[k] = el.get_value() - except Exception: - out[k] = None - return out - - def _on_apply(self, _btn: W.Button) -> None: # noqa: ARG002 - if not hasattr(self, "_form_box"): - return - cfg = self.get_values() - self.set_status(f"Applied: {cfg}") - - def _on_reset(self, _btn: W.Button) -> None: # noqa: ARG002 - if not hasattr(self, "_form_box"): - return - for el in self._elements.values(): - try: - el.set_value(el.get_value()) - except Exception: - pass - self.set_status("Reset done.") - - def _refresh_form(self) -> None: - if hasattr(self, "_form_box"): - self._form_box.children = [el.widget for el in self._elements.values()] - - # ---------- spec-driven internals ---------- - def _on_spec_change(self, _change) -> None: - model_fn = self._model_picker.get_value() - column = self._column_picker.get_value() - if model_fn and column: - self._rebuild_spec_config(model_fn, column) - - def _on_components_change(self, change) -> None: - if not self._can_rebuild_columns or change["name"] != "value": - return - try: - n = int(change["new"]) - if n < 1: - return - except Exception: - return - - cs = ComponentSystem(n) - new_columns = {name: factory(cs) for name, factory in self._DEFAULT_COLUMN_FACTORIES.items()} # type: ignore[index] - self._columns = new_columns - pairs = [(label, col) for label, col in new_columns.items()] - self._column_pairs = pairs - self._column_picker.widget.options = pairs # type: ignore[attr-defined] - if pairs: - self._column_picker.set_value(pairs[0][1]) - model_fn = self._model_picker.get_value() - column = self._column_picker.get_value() - if model_fn and column: - self._rebuild_spec_config(model_fn, column) - self.set_status(f"Rebuilt columns for {n} component(s).") - - def _notify_built(self) -> None: - if self.built is None: - return - for cb in list(self._built_listeners): - try: - cb(self.built) - except Exception: - pass - - def _rebuild_spec_config(self, model_fn: Callable[[Any], Any], column: Any) -> None: - SpecDriven = self._SpecDriven - if SpecDriven is None: - raise RuntimeError("ProcessBuilderForm class not provided.") - spec = model_fn(column) - form = SpecDriven(spec) - - # Copy the built process out after the inner Apply (button already bound in form) - def _after_apply(_b): - if getattr(form, "built", None) is not None: - self.built = form.built - if self._on_built is not None: - self._on_built(form.built) - self._notify_built() - - form._btn_apply.on_click(_after_apply) # type: ignore[attr-defined] - self._config_area.children = [form.root] - self.set_status("Select model & column, configure, then click Apply.") - - def _on_open_column_config(self, _btn) -> None: - """Build and show a popup form for the currently selected column.""" - try: - column = self._column_picker.get_value() - spec = column_spec_from_required(column) - form = ProcessBuilderForm(spec) - - def _after_apply(_b): - name = getattr(column, "name", column.__class__.__name__) - self.set_status(f"Updated column parameters for: {name}") - - form._btn_apply.on_click(_after_apply) # type: ignore[attr-defined] - self._col_popup.widget.children = [form.root] - self._col_popup.open() - except Exception as e: - self._col_popup.widget.children = [W.HTML(f"Error: {e}")] - self._col_popup.open() - - -# ====================== -# Solution widget -# ====================== - -def _try_plot_result(res: Any, out_widget: W.Output) -> None: - import numpy as np - import pprint - try: - import matplotlib.pyplot as plt # noqa: F401 - except Exception: - plt = None - - with out_widget: - # pandas-like - if hasattr(res, "to_pandas") and callable(res.to_pandas): - try: - df = res.to_pandas() # type: ignore[attr-defined] - from IPython.display import display - print("Result (first rows):") - display(df.head()) - if plt is not None: - cols: List[str] = list(df.columns) - tcol = "time" if "time" in cols else ("t" if "t" in cols else None) - ycols = [c for c in cols if c not in ("time", "t")] - if tcol and ycols: - plt.figure() - plt.plot(df[tcol], df[ycols[0]]) - plt.xlabel(tcol) - plt.ylabel(ycols[0]) - plt.title("Simulation (first series)") - plt.show() - return - except Exception as e: - print(f"(Could not render DataFrame view: {e})") - - # simple dict plot - if isinstance(res, dict): - t = res.get("time", res.get("t")) - if t is not None and plt is not None: - for k, v in res.items(): - if k in ("time", "t"): - continue - try: - tt = np.asarray(t) - yy = np.asarray(v) - if tt.ndim == 1 and yy.ndim >= 1 and yy.shape[0] == tt.shape[0]: - plt.figure() - plt.plot(tt, yy) - plt.xlabel("time") - plt.ylabel(k) - plt.title("Simulation") - plt.show() - return - except Exception: - pass - print("Result dictionary:") - pprint.pprint(res) - return - - # fallback print - print("Simulation result:") - pprint.pprint(res) - - -class SolutionWidget(BaseWidget): - """ - Takes a Process and runs it (using CADETProcess.simulator by default). - Can also bind to a ConfigurationWidget to receive the built process on Apply. - """ - - def __init__( - self, - *, - title: Optional[str] = None, - process: Any = None, - config: ConfigurationWidget | None = None, - runner: Callable[[Any], Any] | None = None, - runner_kwargs: Dict[str, Any] | None = None, - ) -> None: - self._process: Any = None - self._btn_run = W.Button(description="Run simulation", icon="play") - self._btn_clear = W.Button(description="Clear", icon="trash") - self._proc_label = W.HTML("No process set.") - self._out = W.Output() - self._show_tb = W.Checkbox(description="Show traceback", value=True) - - self._runner = runner or _default_runner - self._runner_kwargs = runner_kwargs or {} - - super().__init__(title=title or "Solution") - - if process is not None: - self.set_process(process) - if config is not None: - self.bind_to_config(config) - - def set_process(self, process: Any) -> None: - self._process = process - name = getattr(process, "name", process.__class__.__name__) - self._proc_label.value = f"Process: {name}" - self.set_status("Ready to run.") - - def bind_to_config(self, config_widget: ConfigurationWidget) -> None: - config_widget.add_built_listener(self.set_process) - try: - if config_widget.process is not None: - self.set_process(config_widget.process) - except Exception: - pass - - def _build_body(self) -> W.Widget: - controls = W.HBox([self._btn_run, self._btn_clear, self._show_tb]) - header = W.HBox([self._proc_label, controls]) - return W.VBox([header, self._out]) - - def _wire_events(self) -> None: - self._btn_run.on_click(self._on_run) - self._btn_clear.on_click(self._on_clear) - - def _on_run(self, _btn) -> None: - self._out.clear_output() - if self._process is None: - self.set_status("No process to run. Build one first.") - return - - capture = bool(self._show_tb.value) - buf_out = io.StringIO() if capture else None - buf_err = io.StringIO() if capture else None - - try: - if capture: - with redirect_stdout(buf_out), redirect_stderr(buf_err): - res = self._runner(self._process, **self._runner_kwargs) - else: - res = self._runner(self._process, **self._runner_kwargs) - - with self._out: - if capture: - out_txt = buf_out.getvalue() - err_txt = buf_err.getvalue() - if out_txt.strip(): - print("=== stdout ===") - print(out_txt, end="") - if err_txt.strip(): - print("=== stderr ===") - print(err_txt, end="") - print("Simulation finished.") - - _try_plot_result(res, self._out) - self.set_status("Simulation complete.") - - except Exception as e: - with self._out: - if capture: - tb = traceback.TracebackException.from_exception(e, capture_locals=True) - text = "".join(tb.format(chain=True)) - if buf_out: - out_txt = buf_out.getvalue() - if out_txt.strip(): - print("=== stdout (captured) ===") - print(out_txt, end="") - if buf_err: - err_txt = buf_err.getvalue() - if err_txt.strip(): - print("=== stderr (captured) ===") - print(err_txt, end="") - print("=== full traceback (with chained causes) ===") - print(text, end="") - else: - print(f"{e.__class__.__name__}: {e}") - self.set_status(f"Simulation error: {e}") - - def _on_clear(self, _btn) -> None: - self._out.clear_output() - self.set_status("Cleared.") diff --git a/cadetgui/widgets/__init__.py b/cadetgui/widgets/__init__.py new file mode 100644 index 0000000..cee1d28 --- /dev/null +++ b/cadetgui/widgets/__init__.py @@ -0,0 +1,48 @@ +# ========================================= +# File: cadetgui/widgets/__init__.py +# ========================================= +"""Composable ipywidgets for CADET-GUI. + +This subpackage provides: +- elements: small form controls and simple display helpers +- base: BaseWidget and ListenerMixin +- form: FormRenderer to render a ModelSpec to a form +- config: ConfigurationWidget for model+column selection & config +- solution: SolutionWidget to run and visualize simulations + +Public API is re-exported for convenience. +""" +from .elements import ( + Element, + TextField, + FloatField, + BoolField, + Display, + Popup, + ChoiceField, + ObjectChoiceField +) +from .base import BaseWidget, ListenerMixin +from .form import FormRenderer +from .config import ConfigurationWidget +from .solution import SolutionWidget + +__all__ = [ + "BaseWidget", + "ListenerMixin", + "Element", + "TextField", + "FloatField", + "BoolField", + "Display", + "Popup", + "ChoiceField", + "ObjectChoiceField", + "OverlayModal", + "FormRenderer", + "ConfigurationWidget", + "SolutionWidget", +] + + + diff --git a/cadetgui/widgets/base.py b/cadetgui/widgets/base.py new file mode 100644 index 0000000..1bda74a --- /dev/null +++ b/cadetgui/widgets/base.py @@ -0,0 +1,149 @@ +# ========================================= +# File: cadetgui/widgets/base.py +# ========================================= +from __future__ import annotations + +from abc import ABC, abstractmethod +from typing import Any, Callable, Dict, Optional +from .elements import FloatListInput, FloatListField + +import ipywidgets as W + +__all__ = ["ListenerMixin", "BaseWidget"] + +LABEL_W = "140px" + +def _style_field(w: W.Widget, *, width: str = "300px", label_width: str = LABEL_W, grow: bool = False) -> W.Widget: + if hasattr(w, "layout"): + w.layout.width = "100%" if grow else width + w.layout.min_width = "0" + if not grow: + w.layout.flex = "0 0 auto" + if hasattr(w, "style"): + try: + w.style.description_width = label_width # <<< fixed label column + except Exception: + pass + return w + +class ListenerMixin: + """Reusable mixin that provides listener registration and notification.""" + + def __init__(self) -> None: + self._listeners: list[Callable[[Any], None]] = [] + + def add_listener(self, fn: Callable[[Any], None]) -> None: + """Register a listener callback.""" + self._listeners.append(fn) + + def notify(self, value: Any) -> None: + """Notify all registered listeners with a new value.""" + for fn in list(self._listeners): + try: + fn(value) + except Exception: + pass + + +class BaseWidget(ABC): + """Base widget container with a header, body, and status bar.""" + + def __init__(self, *, title: Optional[str] = None) -> None: + self.title = title or self.__class__.__name__ + self._status = W.HTML("Ready.") + self._header = W.HTML(f"

{self.title}

") + self._body = self._build_body() + self.root = W.VBox([self._header, self._body, self._status]) + self._wire_events() + + @abstractmethod + def _build_body(self) -> W.Widget: + ... + + def _wire_events(self) -> None: + """Connect event handlers (optional override).""" + + def set_status(self, text: str) -> None: + self._status.value = text + + def set_error(self, exc: Exception | str) -> None: + msg = str(exc) if isinstance(exc, Exception) else exc + self._status.value = f"{msg}" + + def run_safe(self, func: Callable[..., Any], *args: Any, **kwargs: Any) -> Any | None: + try: + return func(*args, **kwargs) + except Exception as exc: # noqa: BLE001 + self.set_error(exc) + return None + + @staticmethod + def make_apply_reset(on_apply: Callable[..., Any], on_reset: Callable[..., Any]) -> W.HBox: + btn_apply = W.Button(description="Apply", button_style="success") + btn_reset = W.Button(description="Reset") + btn_apply.on_click(on_apply) + btn_reset.on_click(on_reset) + return W.HBox([btn_apply, btn_reset]) + + @staticmethod + def reset_fields(widgets: Dict[str, W.Widget], specs: list[Any]) -> None: + for f in specs: + w = widgets[f.name] + default = f.default + try: + if f.kind == "float": + w.value = float(default) if default is not None else 0.0 + elif f.kind == "bool": + w.value = bool(default) + elif f.kind == "float_list": + init = ", ".join(map(str, default)) if isinstance(default, (list, tuple)) else str(default or "") + w.value = init + else: + w.value = str(default or "") + except Exception: + pass + + @staticmethod + def widget_for_field(f: Any) -> W.Widget: + label = getattr(f, "label", None) or getattr(f, "name", "") + kind = getattr(f, "kind", "text") + default = getattr(f, "default", None) + + if kind == "float": + w = W.BoundedFloatText( + description=label, + value=float(default) if default is not None else 0, + min=0.0, step=1e-6, readout_format=".6g", + ) + return _style_field(w) + + if kind == "bool": + w = W.Checkbox(description=label, value=bool(default)) + return _style_field(w, width="auto") + + if kind == "float_list": + # see aligned list component below + vals = list(default) if isinstance(default, (list, tuple)) else ( + [float(default)] if default is not None else [] + ) + return FloatListField(description=label, values=vals, label_width=LABEL_W) + + w = W.Text(description=label, value=str(default) if default is not None else "") + return _style_field(w) + + + @staticmethod + def observe_and_rebuild(widget: W.Widget, names: str, rebuild_fn: Callable[[Any], None]) -> None: + def _on_change(change: dict) -> None: + if change.get("name") != names: + return + rebuild_fn(change.get("new")) + + widget.observe(_on_change, names=names) + + def display(self) -> None: + from IPython.display import display as _display + + _display(self.root) + + diff --git a/cadetgui/widgets/config.py b/cadetgui/widgets/config.py new file mode 100644 index 0000000..b7fbc77 --- /dev/null +++ b/cadetgui/widgets/config.py @@ -0,0 +1,562 @@ +from __future__ import annotations + +from typing import Any, Callable, Optional, Union, Dict +from threading import Timer +import warnings +import ipywidgets as W +from CADETProcess.processModel import ComponentSystem + +from .base import BaseWidget, ListenerMixin +from .elements import ChoiceField, ObjectChoiceField, Modal +from .form import FormRenderer +from ..cadetprocessadapter import ( + DEFAULT_COLUMN_FACTORIES, + MODEL_REGISTRY, + build_column_config_spec, +) + +__all__ = ["ConfigurationWidget"] + +# ---------------------- +# CSS-like layout tokens +# ---------------------- + +CSS_ROOT = W.Layout( + position="relative", + width="100%", + overflow="visible", + display="block", + z_index="0", +) + +CSS_TOOLBAR_WRAP = W.Layout( + position="relative", + width="100%", + overflow="visible", + z_index="0", +) + +# Model & Column pickers row +CSS_TOOLBAR_ROW = W.Layout( + align_items="center", + position="relative", + flex_wrap="wrap", + min_width="0", +) + +# Toolbar popover panel +CSS_TOOLBAR_POPOVER = W.Layout( + display="none", + position="absolute", + top="calc(100% + 8px)", + right="0", + width="420px", + max_height="60vh", + overflow_y="auto", + padding="16px", + border="1px solid #ccc", + border_radius="12px", + background_color="#fff", + box_shadow="0 8px 24px rgba(0,0,0,0.25)", + z_index="10020", +) + +# Main model configuration panel (no horizontal scroll) +CSS_MODEL_PANEL = W.Layout( + min_height="500px", + max_width="400px", + display="block", + overflow_x="hidden", +) + +# Grey overlay dimmer for popovers & modal +CSS_OVERLAY_DIMMER = W.Layout( + display="none", + position="absolute", + top="0", left="0", right="0", bottom="0", + background_color="rgba(0,0,0,0.25)", + z_index="10010", + pointer_events="auto", +) + +# Raise a control above overlays if needed +CSS_RAISE_ABOVE_OVERLAY = dict(position="relative", z_index="10040", pointer_events="auto") + + +# ---------------------- +# Utilities +# ---------------------- + +def _set_attr_path(obj: Any, path: str, value: Any) -> None: + """Set attribute or mapping by dotted path. Supports 'param:Family.key'.""" + if path.startswith("param:"): + _, rest = path.split("param:", 1) + family, key = rest.split(".", 1) + try: + obj.parameter[family][key] = value + return + except Exception: + pass + target = obj + parts = path.split(".") + for part in parts[:-1]: + target = getattr(target, part) + setattr(target, parts[-1], value) + + +# ---------------------- +# Widget +# ---------------------- + +class ConfigurationWidget(BaseWidget, ListenerMixin): + """Unified configuration widget for model/column-based process building. + + - Model Configuration: main panel under the toolbar (builds the process) + - Column Configuration: modal dialog for editing column parameters + """ + + # ----- init & state ----- + def __init__( + self, + *, + title: Optional[str] = None, + registry: Optional[dict[str, Callable[[Any], Any]]] = None, + columns: Optional[Union[list[Any], dict[str, Any]]] = None, + on_built: Optional[Callable[[Any], None]] = None, + spec_builder: Optional[type[FormRenderer]] = None, + ) -> None: + ListenerMixin.__init__(self) + + use_defaults = registry is None or columns is None or spec_builder is None + if use_defaults: + self._DEFAULT_COLUMN_FACTORIES = DEFAULT_COLUMN_FACTORIES + self._can_rebuild_columns = True + self._components_value = 1 + columns = DEFAULT_COLUMN_FACTORIES + registry = MODEL_REGISTRY + spec_builder = FormRenderer + else: + self._DEFAULT_COLUMN_FACTORIES = None + self._can_rebuild_columns = False + self._components_value = None + + # External deps / factories + self._registry = registry + self._columns = columns + self._SpecDriven = spec_builder + self._on_built = on_built + + # Column Config modal + self._column_modal = Modal("Column configuration") + + # State + self._built: Any | None = None + self._column_cache: dict[object, Any] = {} + + # Anti-flicker / concurrency guards + self._suspend_main_rebuild: bool = False + self._toolbar_popover_timer: Optional[Timer] = None + self._toolbar_popover_last_factory: Any = None + + # Detachable observers + self._obs_model_spec = None + self._obs_column_spec = None + + # Controls + self._btn_apply = W.Button(description="Apply", button_style="success") + self._btn_reset = W.Button(description="Reset") + self._btn_open_column_modal = W.Button(description="Configure column…", icon="wrench") + + self._components_field: Optional[W.IntText] = ( + W.IntText(description="Components:", value=self._components_value, min=1) + if self._can_rebuild_columns + else None + ) + + super().__init__(title=title or "Configuration") + + # Public API + @property + def process(self) -> Any | None: + return self._built + + # ----- UI builders ----- + def _build_toolbar_row(self) -> W.Widget: + self._model_picker = ObjectChoiceField(label="Model:", items=self._registry) # type: ignore[arg-type] + self._column_picker = ChoiceField(label="Column:", options=self._column_pairs) + for k, v in CSS_RAISE_ABOVE_OVERLAY.items(): + setattr(self._column_picker.widget.layout, k, v) + + row = W.HBox( + [self._components_field, self._model_picker.widget, self._column_picker.widget, self._btn_open_column_modal], + layout=CSS_TOOLBAR_ROW, + ) + return row + + def _build_toolbar_popover(self) -> W.Widget: + self._toolbar_popover = W.VBox([], layout=CSS_TOOLBAR_POPOVER) + return self._toolbar_popover + + def _build_model_panel(self) -> W.Widget: + self._model_panel = W.Box([], layout=CSS_MODEL_PANEL) + return self._model_panel + + def _build_overlay_dimmer(self) -> W.Widget: + self._overlay_dimmer = W.Box([], layout=CSS_OVERLAY_DIMMER) + return self._overlay_dimmer + + # ----- BaseWidget hooks ----- + def _build_body(self) -> W.Widget: + self._manual_mode = not (self._registry and self._columns) + if self._manual_mode: + self._form_box = W.VBox([]) + self._actions = W.HBox([self._btn_apply, self._btn_reset]) + return W.VBox([self._form_box, self._actions]) + + # Normalize columns + if isinstance(self._columns, dict): + self._column_pairs = list(self._columns.items()) + else: + self._column_pairs = [ + (getattr(c, "name", c.__class__.__name__), c) for c in self._columns + ] + + # Toolbar (row + popover anchored to it) + toolbar_row = self._build_toolbar_row() + self._toolbar_wrap = W.Box([toolbar_row], layout=CSS_TOOLBAR_WRAP) + self._toolbar_popover = self._build_toolbar_popover() + self._toolbar_wrap.children = [toolbar_row, self._toolbar_popover] + + # Model Config panel + self._model_panel = self._build_model_panel() + + # Content + self._content = W.VBox([self._toolbar_wrap, self._model_panel], layout=W.Layout(width="100%")) + + # Overlays: dimmer then column modal, all inside the root + self._overlay_dimmer = self._build_overlay_dimmer() + self._root = W.Box([self._content, self._overlay_dimmer, self._column_modal.widget], layout=CSS_ROOT) + + return W.VBox([self._root]) + + def _wire_events(self) -> None: + if getattr(self, "_manual_mode", False): + self._btn_apply.on_click(self._on_apply) + self._btn_reset.on_click(self._on_reset) + return + + self._attach_main_observers() + self._btn_open_column_modal.on_click(self._open_column_modal) + + # Initialize picks + try: + mopts = list(self._model_picker.widget.options) + if mopts: + self._model_picker.set_value(mopts[0][1]) + copts = list(self._column_picker.widget.options) + if copts: + self._column_picker.set_value(copts[0][1]) + except Exception: + pass + + # Initial form + model_fn, column = self._get_selection() + if model_fn and column: + self._rebuild_model_panel(model_fn, column) + + # Components watcher + if self._components_field: + self._components_field.observe(self._on_components_change, names="value") + + # ----- Toolbar popover helpers ----- + def _show_toolbar_popover(self, content: W.Widget, *, title: str | None = None) -> None: + if getattr(self._column_modal, "is_open", False): + try: + self._column_modal.close() + except Exception: + pass + if title: + title_html = W.HTML(f"

{title}

") + self._toolbar_popover.children = [title_html, content] + else: + self._toolbar_popover.children = [content] + self._toolbar_popover.layout.display = "flex" + self._overlay_dimmer.layout.display = "flex" + + def _hide_toolbar_popover(self) -> None: + self._toolbar_popover.layout.display = "none" + self._toolbar_popover.children = [] + self._overlay_dimmer.layout.display = "none" + + def _open_toolbar_popover_with_live_update( + self, + *, + initial_factory: Any, + rebuild_fn: Callable[[Any], FormRenderer], + title_fn: Callable[[Any], str], + observe_widget: W.Widget, + names: str = "value", + ) -> None: + if getattr(self._column_modal, "is_open", False): + try: + self._column_modal.close() + except Exception: + pass + + self._detach_main_observers() + self._suspend_main_rebuild = True + + def _restore(): + self._suspend_main_rebuild = False + try: + observe_widget.unobserve(_on_change, names=names) + except Exception: + pass + if self._toolbar_popover_timer and self._toolbar_popover_timer.is_alive(): + try: + self._toolbar_popover_timer.cancel() + except Exception: + pass + self._attach_main_observers() + self._hide_toolbar_popover() + + form = rebuild_fn(initial_factory) + self._toolbar_popover_last_factory = initial_factory + self._show_toolbar_popover(form.root, title=title_fn(initial_factory)) + + self._toolbar_popover_timer = None + + def _do_rebuild(factory: Any) -> None: + try: + new_form = rebuild_fn(factory) + self._toolbar_popover_last_factory = factory + self._show_toolbar_popover(new_form.root, title=title_fn(factory)) + except Exception as exc: + self._show_toolbar_popover(W.HTML(f"Error: {exc}")) + + def _on_change(change: dict) -> None: + if change.get("name") != names: + return + factory = change.get("new") + if factory is self._toolbar_popover_last_factory: + return + if self._toolbar_popover_timer and self._toolbar_popover_timer.is_alive(): + try: + self._toolbar_popover_timer.cancel() + except Exception: + pass + self._toolbar_popover_timer = Timer(0.12, _do_rebuild, args=(factory,)) + self._toolbar_popover_timer.start() + + observe_widget.observe(_on_change, names=names) + self._popover_close = _restore # retained attribute name for backward-compat + + # ----- Build helpers (Model/Column) ----- + def _build_model_form(self, model_fn: Callable[[Any], Any], column: Any) -> FormRenderer: + with warnings.catch_warnings(): + warnings.simplefilter("ignore", category=UserWarning) + spec = model_fn(column) + + form = (self._SpecDriven or FormRenderer)(spec) # type: ignore[call-arg] + + def _after_apply(_b: W.Button) -> None: + if getattr(form, "built", None) is not None: + self._built = form.built + if self._on_built: + self._on_built(form.built) + self.notify(self._built) + + form._btn_apply.on_click(_after_apply) # noqa: SLF001 + return form + + def _build_column_form(self, column: Any) -> FormRenderer: + spec = build_column_config_spec(column) + form = FormRenderer(spec) + + spec_apply = getattr(spec, "apply", None) + + def _apply_into_column(_b: W.Button) -> None: + vals: Dict[str, Any] = {} + for f in spec.fields: + raw = getattr(form._widgets[f.name], "value", None) # noqa: SLF001 + val = f.transform(raw) if f.transform else raw + if f.validate: + f.validate(val) + vals[f.name] = val + + if callable(spec_apply): + spec_apply(column, vals) + else: + targets = getattr(spec, "targets", None) or {} + wrote_any = False + for fname, v in vals.items(): + target_path = targets.get(fname) + try: + if target_path: + _set_attr_path(column, target_path, v) + wrote_any = True + elif hasattr(column, fname): + setattr(column, fname, v) + wrote_any = True + except Exception: + pass + if not wrote_any: + for k, v in vals.items(): + try: + column.parameter["LRMP"][k] = v + wrote_any = True + except Exception: + pass + + name = getattr(column, "name", column.__class__.__name__) + self.set_status(f"Updated column parameters for: {name}") + self._hide_toolbar_popover() + + form._btn_apply.on_click(_apply_into_column) # noqa: SLF001 + return form + + # ----- Selection helpers ----- + def _make_column(self, factory: Callable[[ComponentSystem], Any]) -> Any: + if factory in self._column_cache: + return self._column_cache[factory] + cs = ComponentSystem(self._components_field.value if self._components_field else 1) + return factory(cs) + + def _get_selection(self) -> tuple[Callable[[Any], Any] | None, Any | None]: + model_fn = self._model_picker.get_value() if hasattr(self, "_model_picker") else None + col_factory = self._column_picker.get_value() if hasattr(self, "_column_picker") else None + column = self._column_cache.get(col_factory) if callable(col_factory) else col_factory + if column is None and callable(col_factory): + column = self._make_column(col_factory) + return model_fn, column + + # ----- Observers attach/detach ----- + def _attach_main_observers(self) -> None: + if self._obs_model_spec is None: + self._obs_model_spec = lambda ch: self._on_spec_change(ch) + self._model_picker.widget.observe(self._obs_model_spec, names="value") + if self._obs_column_spec is None: + self._obs_column_spec = lambda ch: self._on_spec_change(ch) + self._column_picker.widget.observe(self._obs_column_spec, names="value") + + def _detach_main_observers(self) -> None: + if self._obs_model_spec is not None: + try: + self._model_picker.widget.unobserve(self._obs_model_spec, names="value") + except Exception: + pass + self._obs_model_spec = None + if self._obs_column_spec is not None: + try: + self._column_picker.widget.unobserve(self._obs_column_spec, names="value") + except Exception: + pass + self._obs_column_spec = None + + # ----- Event handlers ----- + def _rebuild_model_panel(self, model_fn: Callable[[Any], Any], column: Any) -> None: + form = self._build_model_form(model_fn, column) + with self._model_panel.hold_trait_notifications(): + self._model_panel.children = [form.root] + self.set_status("Select model & column, configure, then click Apply.") + + def _on_spec_change(self, _change: dict) -> None: + if self._suspend_main_rebuild: + return + model_fn, column = self._get_selection() + if model_fn and column: + self._rebuild_model_panel(model_fn, column) + + def _on_components_change(self, change: dict) -> None: + if not self._can_rebuild_columns or change.get("name") != "value": + return + try: + n = int(change["new"]) # type: ignore[index] + if n < 1: + return + except Exception: + return + + self._column_cache.clear() + self._columns = {name: factory for name, factory in self._DEFAULT_COLUMN_FACTORIES.items()} # type: ignore[union-attr] + pairs = list(self._columns.items()) + self._column_pairs = pairs + self._column_picker.widget.options = pairs + if pairs: + self._column_picker.set_value(pairs[0][1]) + + model_fn, column = self._get_selection() + if model_fn and column: + self._rebuild_model_panel(model_fn, column) + self.set_status(f"Rebuilt columns for {n} component(s).") + + def _open_column_modal(self, _btn): + # Close any live popover sessions + if hasattr(self, "_popover_close"): + try: + self._popover_close() + except Exception: + pass + try: + del self._popover_close + except Exception: + pass + if self._toolbar_popover_timer and self._toolbar_popover_timer.is_alive(): + try: + self._toolbar_popover_timer.cancel() + except Exception: + pass + + col_factory = self._column_picker.get_value() + if col_factory is None: + self.set_status("Pick a column first.") + return + + self._overlay_dimmer.layout.display = "flex" + self._suspend_main_rebuild = True + self._detach_main_observers() + + def build_form_for(factory): + column = self._column_cache.get(factory) or self._make_column(factory) + form = self._build_column_form(column) + def _cache_after_apply(_b): + self._column_cache[factory] = column + model_fn, _ = self._get_selection() + if model_fn is not None: + self._rebuild_model_panel(model_fn, column) + self._column_modal.close() + form._btn_apply.on_click(_cache_after_apply) # noqa: SLF001 + return column, form + + column, form = build_form_for(col_factory) + self._column_modal.open(form.root, title=f"Configure: {getattr(column, 'name', column.__class__.__name__)}") + + def _on_dropdown_change(change: dict): + if change.get("name") != "value" or not self._column_modal.is_open: + return + try: + column2, form2 = build_form_for(change.get("new")) + self._column_modal.set_body(form2.root) + self._column_modal.set_title(f"Configure: {getattr(column2, 'name', column2.__class__.__name__)}") + except Exception as exc: + self._column_modal.set_body(W.HTML(f"Error: {exc}")) + + self._column_picker.widget.observe(_on_dropdown_change, names="value") + + def _on_modal_close(): + try: + self._column_picker.widget.unobserve(_on_dropdown_change, names="value") + except Exception: + pass + self._overlay_dimmer.layout.display = "none" + self._suspend_main_rebuild = False + self._attach_main_observers() + + self._column_modal.add_close_listener(_on_modal_close) + + # ----- Manual mode ----- + def _on_apply(self, _btn: W.Button) -> None: + self.set_status("Manual mode not implemented.") + + def _on_reset(self, _btn: W.Button) -> None: + self.set_status("Reset.") \ No newline at end of file diff --git a/cadetgui/widgets/elements.py b/cadetgui/widgets/elements.py new file mode 100644 index 0000000..eac5203 --- /dev/null +++ b/cadetgui/widgets/elements.py @@ -0,0 +1,446 @@ +# ========================================= +# File: cadetgui/widgets/elements.py +# ========================================= +from __future__ import annotations + +from abc import ABC, abstractmethod +from typing import Any, Callable, Iterable, Optional, Sequence, Tuple, TypeVar + +import ipywidgets as W + +__all__ = [ + "Element", + "TextField", + "FloatField", + "BoolField", + "Display", + "ChoiceField", + "ObjectChoiceField", + "Modal", +] + +T = TypeVar("T") + + +class Element(ABC): + """Base class for small reusable form elements.""" + + widget: W.Widget + + @abstractmethod + def get_value(self) -> Any: + """Return the current value.""" + + @abstractmethod + def set_value(self, value: Any) -> None: + """Set the current value.""" + + +class TextField(Element): + """Single-line text input with label.""" + + def __init__(self, *, label: str = "", value: str = "") -> None: + self.widget = W.Text(description=label, value=value) + + def get_value(self) -> str: # type: ignore[override] + return str(self.widget.value) + + def set_value(self, value: Any) -> None: # type: ignore[override] + self.widget.value = str(value) + + +class FloatField(Element): + """Float input with label.""" + + def __init__(self, *, label: str = "", value: float = 0.0) -> None: + self.widget = W.FloatText(description=label, value=float(value)) + + def get_value(self) -> float: # type: ignore[override] + return float(self.widget.value) + + def set_value(self, value: Any) -> None: # type: ignore[override] + self.widget.value = float(value) + + +class BoolField(Element): + """Boolean checkbox with label.""" + + def __init__(self, *, label: str = "", value: bool = False) -> None: + self.widget = W.Checkbox(description=label, value=bool(value)) + + def get_value(self) -> bool: # type: ignore[override] + return bool(self.widget.value) + + def set_value(self, value: Any) -> None: # type: ignore[override] + self.widget.value = bool(value) + + +class Display(Element): + """Read-only HTML display block.""" + + def __init__(self, *, html: str = "") -> None: + self.widget = W.HTML(value=html) + + def get_value(self) -> str: # type: ignore[override] + return str(getattr(self.widget, "value", "")) + + def set_value(self, value: Any) -> None: # type: ignore[override] + self.widget.value = str(value) + +class FloatListInput(W.VBox): + """Editable list of positive floats with +/− controls (no textarea).""" + + def __init__(self, *, label: str = "", values: list[float] | None = None, + min_val: float = 1e-300, step: float = 1e-6) -> None: + self._min = min_val + self._step = step + self._rows = W.VBox([]) + self._add = W.Button(icon="plus", tooltip="Add value") + self._label = W.Label(label) if label else W.Label() + super().__init__([self._label, self._rows, self._add], + layout=W.Layout(width="100%", min_width="0")) + + for v in (values if values else [0.0]): + self._add_row(float(v) if v is not None else 0.0) + + self._add.on_click(lambda _: self._add_row()) + + def _add_row(self, value: float = 0.0) -> None: + num = W.BoundedFloatText( + value=max(value, self._min), + min=self._min, + step=self._step, + readout_format=".6g", + layout=W.Layout(width="180px", min_width="0", flex="0 0 auto"), + ) + rm = W.Button(icon="trash", tooltip="Remove") + row = W.HBox([num, rm], layout=W.Layout(align_items="center")) + rm.on_click(lambda _b: self._remove_row(row)) + self._rows.children = tuple(list(self._rows.children) + [row]) + + def _remove_row(self, row: W.HBox) -> None: + items = list(self._rows.children) + try: + items.remove(row) + self._rows.children = tuple(items if items else []) + except ValueError: + pass + + @property + def value(self) -> list[float]: + return [float(ch.children[0].value) for ch in self._rows.children] + +import ipywidgets as W + +class FloatListField(W.HBox): + """List of positive floats aligned with other fields' description column.""" + def __init__(self, *, description: str, values: list[float] | None = None, + label_width: str = "140px", min_val: float = 1e-300, step: float = 1e-6): + self._min = min_val + self._step = step + self._rows = W.VBox([]) + self._add = W.Button(icon="plus", tooltip="Add value") + label = W.Label(description, layout=W.Layout(width=label_width, flex="0 0 auto")) + + box = W.VBox([self._rows, self._add], layout=W.Layout(width="100%", min_width="0")) + super().__init__([label, box], + layout=W.Layout(align_items="flex-start", width="100%", min_width="0")) + + for v in (values if values else [min_val]): + self._add_row(float(v)) + + self._add.on_click(lambda _: self._add_row()) + + def _add_row(self, value: float) -> None: + num = W.BoundedFloatText( + value=max(value, self._min), + min=self._min, step=self._step, readout_format=".6g", + layout=W.Layout(width="180px", min_width="0", flex="0 0 auto"), + ) + rm = W.Button(icon="trash", tooltip="Remove") + row = W.HBox([num, rm], layout=W.Layout(align_items="center")) + rm.on_click(lambda _b: self._remove_row(row)) + self._rows.children = tuple(list(self._rows.children) + [row]) + + def _remove_row(self, row: W.HBox) -> None: + items = list(self._rows.children) + if row in items: + items.remove(row) + self._rows.children = tuple(items) + + @property + def value(self) -> list[float]: + return [float(ch.children[0].value) for ch in self._rows.children] + + +class Popup(Element): + """Light-weight pseudo-modal popup using an Accordion.""" + + def __init__(self, *, title: str = "Info", content: Optional[W.Widget] = None) -> None: + body = content or W.HTML("Empty") + acc = W.Accordion(children=[body]) + acc.set_title(0, title) + acc.selected_index = None + self.widget = acc + + def get_value(self) -> None: # type: ignore[override] + return None + + def set_value(self, value: Any) -> None: # type: ignore[override] + pass + + def open(self) -> None: + self.widget.selected_index = 0 # type: ignore[attr-defined] + + def close(self) -> None: + self.widget.selected_index = None # type: ignore[attr-defined] + +class ChoiceField(Element): + """Dropdown for selecting one option from (label, value) pairs. + + Parameters + ---------- + label : str + Text shown left of the dropdown (ipywidgets 'description'). + options : Sequence[Tuple[str, Any]] + Iterable of (label, value) pairs. + value : Any | None + Initially selected value. If None, uses the first option (if any). + layout : W.Layout | None + Optional ipywidgets layout (width, margin, etc.). + style : dict | None + Optional widget.style overrides, e.g. {"description_width": "90px"}. + disabled : bool + Disable user interaction. + placeholder : str | None + If given and value is None, inserts a non-selectable placeholder label. + class_name : str | None + CSS class to add to the widget (ipywidgets v8: .add_class; v7: ._dom_classes). + """ + + def __init__( + self, + *, + label: str = "", + options: Sequence[Tuple[str, Any]] = (), + value: Any | None = None, + layout: Optional[W.Layout] = None, + style: Optional[dict] = None, + disabled: bool = False, + placeholder: str | None = None, + class_name: str | None = None, + ) -> None: + # Build options (optionally add a placeholder) + self._placeholder = None + if placeholder is not None and (value is None) and len(options) > 0: + # ipywidgets Dropdown doesn't support a true non-selectable option, + # so we insert a unique sentinel value and treat it specially. + self._placeholder = object() + options = [(placeholder, self._placeholder)] + list(options) + + self.widget = W.Dropdown(description=label, options=list(options), disabled=disabled) + + if layout is not None: + self.widget.layout = layout + if style and hasattr(self.widget, "style"): + for k, v in style.items(): + setattr(self.widget.style, k, v) + + if class_name: + # v8 + if hasattr(self.widget, "add_class"): + self.widget.add_class(class_name) + # v7 fallback + elif hasattr(self.widget, "_dom_classes"): + self.widget._dom_classes.add(class_name) + + # Set initial value + try: + if value is not None: + self.widget.value = value + else: + # If placeholder present, select it; else leave default (first option) + if self._placeholder is not None: + self.widget.value = self._placeholder + except Exception: + pass + + # ---- Element API ---- + def get_value(self) -> Any: # type: ignore[override] + v = getattr(self.widget, "value", None) + # If placeholder is selected, behave as though no value is chosen + if self._placeholder is not None and v is self._placeholder: + return None + return v + + def set_value(self, value: Any) -> None: # type: ignore[override] + # Allow setting to None -> move to placeholder (if configured) + if value is None and self._placeholder is not None: + self.widget.value = self._placeholder + else: + self.widget.value = value + + # ---- Convenience helpers ---- + def set_options(self, options: Sequence[Tuple[str, Any]], *, keep_value: bool = True) -> None: + """Replace the options. If keep_value=True, try to keep current value if still present.""" + current = self.widget.value + self.widget.options = list(options) + if keep_value and any(v == current for _, v in self.widget.options): + try: + self.widget.value = current + except Exception: + pass + elif self.widget.options: + # default to first option + try: + self.widget.value = self.widget.options[0][1] + except Exception: + pass + + def add_class(self, name: str) -> None: + if hasattr(self.widget, "add_class"): + self.widget.add_class(name) # v8 + elif hasattr(self.widget, "_dom_classes"): + self.widget._dom_classes.add(name) # v7 + + def disable(self) -> None: + self.widget.disabled = True + + def enable(self) -> None: + self.widget.disabled = False + +class ObjectChoiceField(ChoiceField): + """Dropdown for arbitrary objects with a label function (or attribute). + + Parameters + ---------- + label : str + Text shown left of the dropdown. + items : list[object] | dict[str, object] + Either a list of objects or a mapping of display label -> object. + label_fn : Callable[[object], str] | None + Function to produce a label for each object (used when items is a list). + fallback_attr : str + Attribute name to read for labels if label_fn is not provided (default: 'name'). + value, layout, style, disabled, placeholder, class_name + Passed through to ChoiceField. + """ + + def __init__( + self, + *, + label: str = "Select:", + items: list[object] | dict[str, object], + label_fn: Optional[Callable[[object], str]] = None, + fallback_attr: str = "name", + value: Any | None = None, + layout: Optional[W.Layout] = None, + style: Optional[dict] = None, + disabled: bool = False, + placeholder: str | None = None, + class_name: str | None = None, + ) -> None: + if isinstance(items, dict): + pairs = [(str(k), v) for k, v in items.items()] + else: + pairs = [] + for obj in items: + if label_fn is not None: + lbl = label_fn(obj) + else: + lbl = getattr(obj, fallback_attr, obj.__class__.__name__) + pairs.append((str(lbl), obj)) + + super().__init__( + label=label, + options=pairs, + value=value, + layout=layout, + style=style, + disabled=disabled, + placeholder=placeholder, + class_name=class_name, + ) + +class Modal: + def __init__(self, title: str = "Dialog") -> None: + self._title = title + self._on_close: list[Callable[[], None]] = [] + self.is_open = False + + self._overlay = W.Box( + [], + layout=W.Layout( + display="none", + position="absolute", # ⬅ anchor to root stack + top="0", left="0", right="0", bottom="0", + width="100%", height="100%", + justify_content="center", + align_items="flex-start", + background_color="rgba(0,0,0,0.35)", + z_index="10030", # ⬅ top of our stack + pointer_events="auto", + ), + ) + + + # The card/panel (above the backdrop) + self._title_html = W.HTML() + self._close_btn = W.Button(description="Close", icon="x") + self._close_btn.on_click(lambda _: self.close()) + + header = W.HBox( + [self._title_html, self._close_btn], + layout=W.Layout(justify_content="space-between", align_items="center", width="100%"), + ) + + self.body = W.Box([], layout=W.Layout(flex="1 1 auto", overflow_y="auto", width="100%")) + + self._panel = W.VBox( + [header, self.body], + layout=W.Layout( + width="min(720px, 90vw)", + max_height="80vh", + overflow="hidden", + padding="16px", + border="1px solid #ccc", + border_radius="12px", + background_color="#fff", + box_shadow="0 8px 24px rgba(0,0,0,0.25)", + # Critical bits: + position="relative", # panel has its own stacking context + z_index="2147483647", # above the backdrop (and everything else) + margin="12px 0 0 0", # near the top (adjust to taste) + pointer_events="auto", # panel captures clicks + ), + ) + + self._overlay.children = [self._panel] + self.widget = self._overlay + self.set_title(title) + + def set_title(self, title: str) -> None: + self._title = title + self._title_html.value = f"

{title}

" + + def set_body(self, content: W.Widget) -> None: + self.body.children = [content] + + def open(self, content: W.Widget, *, title: Optional[str] = None) -> None: + if title: + self.set_title(title) + self.set_body(content) + self._overlay.layout.display = "flex" # ipywidgets Boxes render with 'flex' + self.is_open = True + + def close(self) -> None: + self._overlay.layout.display = "none" + self.body.children = [] + self.is_open = False + for fn in list(self._on_close): + try: fn() + except Exception: pass + self._on_close.clear() + + def add_close_listener(self, fn: Callable[[], None]) -> None: + self._on_close.append(fn) \ No newline at end of file diff --git a/cadetgui/widgets/form.py b/cadetgui/widgets/form.py new file mode 100644 index 0000000..6ea502b --- /dev/null +++ b/cadetgui/widgets/form.py @@ -0,0 +1,65 @@ +# ========================================= +# File: cadetgui/widgets/form.py +# ========================================= +from __future__ import annotations + +from typing import Any, Dict, Optional + +import ipywidgets as W + +from .base import BaseWidget +from ..cadetprocessadapter import ModelSpec + +__all__ = ["FormRenderer"] + + +class FormRenderer(BaseWidget): + """Render a ModelSpec into a form and build an object on Apply.""" + + def __init__(self, spec: ModelSpec, *, title: Optional[str] = None) -> None: + self._spec = spec + self._widgets: Dict[str, W.Widget] = {} + self._btn_apply = W.Button(description="Apply", button_style="success") + self._btn_reset = W.Button(description="Reset") + self.built: Any = None + super().__init__(title=title or spec.title) + + def _build_body(self) -> W.Widget: + rows: list[W.Widget] = [] + for f in self._spec.fields: + w = BaseWidget.widget_for_field(f) + self._widgets[f.name] = w + rows.append(w) + actions = W.HBox([self._btn_apply, self._btn_reset]) + return W.VBox(rows + [actions]) + + def _wire_events(self) -> None: + self._btn_apply.on_click(self._on_apply) + self._btn_reset.on_click(self._on_reset) + + def _collect_values(self) -> Dict[str, Any]: + vals: Dict[str, Any] = {} + for f in self._spec.fields: + raw = getattr(self._widgets[f.name], "value", None) + value = f.transform(raw) if f.transform else raw + if f.validate: + f.validate(value) + vals[f.name] = value + return vals + + def _on_apply(self, _btn: W.Button) -> None: + try: + vals = self._collect_values() + if self._spec.build is None: + raise RuntimeError("Spec has no 'build' function.") + self.built = self._spec.build(vals) + self.set_status("Built successfully.") + except Exception as exc: # noqa: BLE001 + self.built = None + self.set_error(exc) + + def _on_reset(self, _btn: W.Button) -> None: + BaseWidget.reset_fields(self._widgets, self._spec.fields) + self.set_status("Reset to defaults.") + + diff --git a/cadetgui/widgets/solution.py b/cadetgui/widgets/solution.py new file mode 100644 index 0000000..92b87ab --- /dev/null +++ b/cadetgui/widgets/solution.py @@ -0,0 +1,876 @@ +# ========================================= +# File: cadetgui/widgets/solution.py +# ========================================= +from __future__ import annotations + +from typing import Any, Callable, Dict, Optional, Mapping, Sequence, Tuple +from contextlib import redirect_stderr, redirect_stdout + +import ipywidgets as W + +from .base import BaseWidget +from ..simulation import run_process as _default_runner + +try: + from collections.abc import Mapping as _MappingABC +except Exception: # pragma: no cover + _MappingABC = dict # type: ignore + +__all__ = ["SolutionWidget", "solution_to_fields_lenmatch"] + +# ---- Optional import for nicer isinstance checks (kept soft) +try: # pragma: no cover - optional convenience + from CADETProcess.fields import Field as _FieldType # type: ignore +except Exception: # pragma: no cover - fallback to duck typing + _FieldType = Any # type: ignore + + +# ---------------------------- +# Generic helpers +# ---------------------------- +def _is_field(obj: Any) -> bool: + """Duck-type check for CADETProcess Field-like objects.""" + if _FieldType is not Any: + try: + return isinstance(obj, _FieldType) + except Exception: + pass + req = ["plot", "sel", "interp", "differentiate", "integrate", "coordinates"] + return all(hasattr(obj, name) for name in req) + + +def _try_plot_result_generic(result: Any, out: W.Output) -> None: + """Best-effort, generic plotting hook (safer checks).""" + try: + import matplotlib.pyplot as plt # type: ignore + with out: + plot_attr = getattr(result, "plot", None) + if callable(plot_attr): + plot_attr() + return + if isinstance(result, dict) and "t" in result and "y" in result: + t, y = result["t"], result["y"] + plt.figure() + plt.plot(t, y) + plt.xlabel("t") + plt.ylabel("y") + plt.show() + else: + print(repr(result)) + except Exception: + pass + + +def _get_attr_or_key(obj: Any, *names: str, default: Any = None) -> Any: + """Return first found attribute or mapping key from names, else default.""" + for n in names: + try: + if hasattr(obj, n): + return getattr(obj, n) + if isinstance(obj, _MappingABC) and n in obj: # type: ignore[arg-type] + return obj[n] + except Exception: + pass + return default + + +def _is_monotonic_increasing(arr: Any) -> bool: + try: + import numpy as _np + a = _np.asarray(arr) + if a.ndim != 1 or a.size < 2: + return False + return _np.all(_np.diff(a) >= 0) + except Exception: + return False + + +# ---------------------------- +# Field builders / coercion +# ---------------------------- +def _best_time_array(obj: Any) -> Any: + """Try to find a plausible time array on an object.""" + cand = _get_attr_or_key(obj, "time", "t") + if cand is not None: + return cand + try: + import numpy as _np + best = None + for name in dir(obj): + if name.startswith("_"): + continue + try: + v = getattr(obj, name) + except Exception: + continue + try: + a = _np.asarray(v) + except Exception: + continue + if a.ndim == 1 and a.size >= 2 and _is_monotonic_increasing(a): + lname = name.lower() + score = 1 + if "time" in lname or lname == "t": + score = 0 + if best is None or score < best[0]: + best = (score, v) + return best[1] if best else None + except Exception: + return None + + +def _pick_data_array(obj: Any, t_len: int) -> Any: + """Pick a plausible data array on an object given a time length.""" + data = _get_attr_or_key(obj, "c", "y", "data", "values", "signal") + if data is not None: + return data + try: + import numpy as _np + best = None + for name in dir(obj): + if name.startswith("_"): + continue + try: + v = getattr(obj, name) + except Exception: + continue + try: + a = _np.asarray(v) + except Exception: + continue + if a.ndim >= 1 and a.shape[0] == t_len: + score = -a.ndim + if best is None or score < best[0]: + best = (score, v) + return best[1] if best else None + except Exception: + return None + + +def _build_field_from_solution(solution: Any, *, name: Optional[str] = None) -> Any: + """Best-effort: turn a SolutionIO.solution-like object into a Field.""" + try: + from CADETProcess.fields import Field as FieldCls # type: ignore + except Exception: + FieldCls = None # type: ignore + + if FieldCls is None: + return solution # Can't build Field without Field class + + t = _get_attr_or_key(solution, "time", "t") + axial = _get_attr_or_key(solution, "axial", "z", "x") + radial = _get_attr_or_key(solution, "radial", "r") + + data = _get_attr_or_key(solution, "c", "y", "data", "values") + comps = _get_attr_or_key(solution, "components", "comp_names", "species") + unit = _get_attr_or_key(solution, "unit", "units") + + if data is None or t is None: + return solution + + coords: Dict[str, Any] = {"time": (t, "s")} + if axial is not None: + coords["axial"] = (axial, "m") + if radial is not None: + coords["radial"] = (radial, "m") + + try: + fld = FieldCls( + coordinates=coords, + data=data, + components=list(comps) if comps is not None else None, + name=name, + unit=unit, + ) + return fld + except Exception: + return solution + + +def _coerce_to_fieldish(result: Any) -> Any: + """Try to coerce common simulation result containers into Field or dict-of-Field.""" + if _is_field(result): + return result + + if isinstance(result, Mapping) and result and all(_is_field(v) for v in result.values()): + return result + + # `.fields` mapping + try: + fields_map = getattr(result, "fields") + if isinstance(fields_map, Mapping) and fields_map and all(_is_field(v) for v in fields_map.values()): + return fields_map + except Exception: + pass + + # `to_fields` / `as_fields` / `to_field` + for meth in ("to_fields", "as_fields", "to_field"): + fn = getattr(result, meth, None) + if callable(fn): + try: + val = fn() + if _is_field(val): + return val + if isinstance(val, Mapping) and val and all(_is_field(v) for v in val.values()): + return val + except Exception: + pass + + # `.solution` mapping with nested SolutionIO → try to build Field + solmap = _get_attr_or_key(result, "solution") + if isinstance(solmap, Mapping) and solmap: + converted: Dict[str, Any] = {} + for unit_name, io_map in solmap.items(): + if isinstance(io_map, Mapping): + for port_name, io in io_map.items(): + sol = _get_attr_or_key(io, "solution") + key = f"{unit_name}:{port_name}" + fld = _build_field_from_solution(sol, name=key) + if _is_field(fld): + converted[key] = fld + elif sol is None: + fld2 = _build_field_from_solution(io, name=key) + if _is_field(fld2): + converted[key] = fld2 + if converted: + return converted + + # Generic mapping: keep Field entries found recursively + if isinstance(result, Mapping) and result: + sub: Dict[str, Any] = {} + for k, v in result.items(): + cv = _coerce_to_fieldish(v) + if _is_field(cv): + sub[k] = cv + if sub: + return sub + + return result + + +# ---------------------------- +# Coordinate normalizer +# ---------------------------- +def _coords_with_units(field: Any) -> Dict[str, Tuple["np.ndarray", Optional[str]]]: + """ + Normalize coordinates to: {dim: (grid_ndarray, unit_or_None)}. + + Prefers xarray attrs when available (field.data[dim].attrs["units"]). + Falls back to field.coordinates and accepts either bare arrays or (values, unit) tuples. + """ + import numpy as np + + # Preferred: via xarray DataArray + try: + da = getattr(field, "data", None) + if da is not None: + out: Dict[str, Tuple[np.ndarray, Optional[str]]] = {} + for dim in da.dims: + vals = np.asarray(da.coords[dim].values) + unit = da.coords[dim].attrs.get("units") + out[dim] = (vals, unit) + return out + except Exception: + pass + + # Fallback: whatever field.coordinates exposes + out: Dict[str, Tuple[np.ndarray, Optional[str]]] = {} + raw = getattr(field, "coordinates", {}) or {} + if isinstance(raw, dict): + for dim, val in raw.items(): + unit = None + arr = val + # Support legacy tuples: (values, unit) + if isinstance(val, tuple) and len(val) == 2: + arr, unit = val + try: + arr = np.asarray(arr) + except Exception: + pass + out[dim] = (arr, unit) + return out + + +# ---------------------------- +# Result transform that really uses solution arrays + real time +# ---------------------------- +def solution_to_fields_lenmatch(res): + """ + Flatten res.solution (unit -> {port -> SolutionIO}) into + { "unit:port": Field } by: + - getting data from io.solution (numpy array) + - inferring T from the data + - locating a unit/global 1D 'time' vector (handles {'values': ...} holders) + - falling back to arange(T) only if necessary + """ + from CADETProcess.fields import Field # type: ignore + import numpy as np + + solmap = getattr(res, "solution", None) + if not isinstance(solmap, Mapping): + return res + + def _safe_arr(x): + try: + return np.asarray(x) + except Exception: + try: + return np.asarray(list(x)) + except Exception: + return None + + def _as_vector(x): + """Extract a vector from common wrappers (dict with 'values', obj.values).""" + if x is None: + return None + # mapping with 'values' + if isinstance(x, Mapping) and "values" in x: + return _safe_arr(x["values"]) + # objects with non-callable .values + vals = getattr(x, "values", None) + if vals is not None and not callable(vals): + return _safe_arr(vals) + # plain array-like + return _safe_arr(x) + + def _scan_time(scope: Mapping, T: int): + """Find a 1D vector of length T in mapping scope, prefer monotonic & 'time' names.""" + best = None + # 1) direct names that may be wrappers + for key in ("time", "t"): + cand = None + if isinstance(scope, Mapping): + if key in scope: + cand = _as_vector(scope[key]) + if cand is not None and cand.ndim == 1 and cand.size == T: + return cand + # 2) nested holders like scope['time'] == {'values': ...} + for k, v in scope.items(): + if isinstance(v, Mapping) and "values" in v: + cand = _safe_arr(v["values"]) + if cand is not None and cand.ndim == 1 and cand.size == T: + return cand + # 3) generic scan of 1D arrays + for k, v in scope.items(): + cand = _as_vector(v) + if cand is None or cand.ndim != 1 or cand.size != T: + continue + return cand + return None + + out: Dict[str, Any] = {} + + for unit, ports in solmap.items(): + if not isinstance(ports, Mapping): + continue + + # Deduce T from any port's data + T = None + for _p, io in ports.items(): + data0 = _as_vector(getattr(io, "solution", None)) + if data0 is None: + continue + if data0.ndim >= 1: + T = int(data0.shape[0]) + break + if T is None: + continue + + # Find a unit-level time first; else global; else synthetic + t = _scan_time(ports, T) + if t is None and isinstance(solmap, Mapping): + gt = _scan_time(solmap, T) + if gt is not None: + t = gt + if t is None: + t = np.arange(T) + + for port, io in ports.items(): + data = _as_vector(getattr(io, "solution", None)) + if data is None or data.ndim < 1: + continue + + # Align time dimension + if data.shape[0] != T and data.shape[-1] == T: + data = np.swapaxes(data, 0, -1) + if data.shape[0] != T: + continue + + coords = {"time": (t, "s")} + comp_names = None + if data.ndim >= 2 and 1 < data.shape[-1] <= 64: + comp_names = [f"C{i}" for i in range(data.shape[-1])] + + try: + out[f"{unit}:{port}"] = Field( + coordinates=coords, + data=data, + components=comp_names, + name=f"{unit}:{port}", + ) + except Exception: + pass + + return out if out else solmap + + +# ---------------------------- +# Widget +# ---------------------------- +class SolutionWidget(BaseWidget): + """Runner/visualizer for CADET-Process processes with Field-aware tooling.""" + + def __init__( + self, + *, + title: Optional[str] = None, + process: Any = None, + config: Optional["ConfigurationWidget"] = None, + runner: Optional[Callable[[Any], Any]] = None, + runner_kwargs: Optional[Dict[str, Any]] = None, + result_transform: Optional[Callable[[Any], Any]] = None, + ) -> None: + self._process: Any | None = None + self._btn_run = W.Button(description="Run simulation", icon="play") + self._btn_clear = W.Button(description="Clear", icon="trash") + self._proc_label = W.HTML("No process set.") + self._out = W.Output() + self._show_tb = W.Checkbox(description="Show traceback", value=True) + + self._runner = runner or _default_runner + self._runner_kwargs = runner_kwargs or {} + self._result_transform = result_transform + + # Field-aware UI (created lazily when needed) + self._field_container = W.VBox(layout=W.Layout(display="none")) + self._field_controls: Dict[str, W.Widget] = {} + self._current_result: Any = None # last result object (possibly transformed/coerced) + + # Result inspector UI (always visible after a run) + self._result_info = W.HTML(value="") + self._result_key_dd = W.Dropdown(description="Result key", options=(), layout=W.Layout(width="auto")) + self._result_bar = W.HBox([self._result_info, self._result_key_dd], layout=W.Layout(display="none", gap="12px")) + self._result_key_dd.observe(lambda _ch: self._on_result_key_changed(), names="value") + + # Track the last figure we drew so we can close it + self._last_fig = None # type: ignore + + super().__init__(title=title or "Solution") + + if process is not None: + self.set_process(process) + if config is not None: + self.bind_to_config(config) + + # ----- public API ----- + def set_process(self, process: Any) -> None: + self._process = process + self._proc_label.value = ( + f"Process: {getattr(process, 'name', process.__class__.__name__)}" + ) + self.set_status("Ready to run.") + + def bind_to_config(self, config_widget: "ConfigurationWidget") -> None: + # Late import to avoid circular typing issues + from .config import ConfigurationWidget # noqa: WPS433 + + if not isinstance(config_widget, ConfigurationWidget): + raise TypeError("config_widget must be a ConfigurationWidget") + + config_widget.add_listener(self.set_process) + if config_widget.process is not None: + self.set_process(config_widget.process) + + # ----- UI ----- + def _build_body(self) -> W.Widget: + controls = W.HBox([self._btn_run, self._btn_clear, self._show_tb]) + return W.VBox( + [ + W.HBox([self._proc_label, controls]), + self._result_bar, + self._field_container, + self._out, + ] + ) + + def _wire_events(self) -> None: + self._btn_run.on_click(self._on_run) + self._btn_clear.on_click(self._on_clear) + + # ----- events ----- + def _on_run(self, _btn: W.Button) -> None: + self._out.clear_output() + self._hide_field_ui() + self._hide_result_bar() + if self._process is None: + self.set_error("No process to run. Build one first.") + return + + import io + import traceback as _tb + + capture = bool(self._show_tb.value) + buf_out, buf_err = (io.StringIO(), io.StringIO()) if capture else (None, None) + + try: + if capture: + with redirect_stdout(buf_out), redirect_stderr(buf_err): + raw = self._runner(self._process, **self._runner_kwargs) + else: + raw = self._runner(self._process, **self._runner_kwargs) + + # Optional transform, then coercion to Field-ish structures + result = self._result_transform(raw) if callable(self._result_transform) else raw + result = _coerce_to_fieldish(result) + self._current_result = result + + # Show result meta / selector if needed + self._show_result_bar(result) + + with self._out: + if capture: + if buf_out and buf_out.getvalue().strip(): + print("=== stdout ===") + print(buf_out.getvalue(), end="") + if buf_err and buf_err.getvalue().strip(): + print("=== stderr ===") + print(buf_err.getvalue(), end="") + print("Simulation finished.") + + # If it's Field-like, expose Field controls; if mapping try to plot one entry; else fallback + if self._render_field_ui_if_applicable(result): + self.set_status("Field detected — use controls to slice/plot.") + self._plot_field_from_controls() + elif isinstance(result, Mapping): + self._attempt_plot_from_mapping(result) + else: + with self._out: + print(repr(result)) + _try_plot_result_generic(result, self._out) + self.set_status("Simulation complete.") + + except Exception as exc: # noqa: BLE001 + with self._out: + if capture: + tb = _tb.TracebackException.from_exception(exc, capture_locals=True) + if buf_out and buf_out.getvalue().strip(): + print("=== stdout (captured) ===") + print(buf_out.getvalue(), end="") + if buf_err and buf_err.getvalue().strip(): + print("=== stderr (captured) ===") + print(buf_err.getvalue(), end="") + print("=== full traceback (with chained causes) ===") + print("".join(tb.format(chain=True)), end="") + else: + print(f"{exc.__class__.__name__}: {exc}") + self.set_error(f"Simulation error: {exc}") + + def _on_clear(self, _btn: W.Button) -> None: + self._out.clear_output() + self._hide_field_ui() + self._hide_result_bar() + self.set_status("Cleared.") + + # ----- Result bar ----- + def _hide_result_bar(self) -> None: + self._result_bar.layout.display = "none" + self._result_info.value = "" + self._result_key_dd.options = () + + def _show_result_bar(self, result: Any) -> None: + typ = type(result).__name__ + if isinstance(result, Mapping): + keys = list(result.keys()) + self._result_info.value = f"Result: Mapping[{len(keys)}], type={typ}" + self._result_key_dd.options = [(str(k), k) for k in keys] + self._result_key_dd.value = keys[0] if keys else None + self._result_bar.layout.display = "flex" + else: + self._result_info.value = f"Result: {typ}" + self._result_key_dd.options = () + self._result_bar.layout.display = "flex" + + def _on_result_key_changed(self) -> None: + if not isinstance(self._current_result, Mapping) or not self._current_result: + return + key = self._result_key_dd.value + val = self._current_result.get(key) + self._out.clear_output() + self._hide_field_ui() + if self._render_field_ui_if_applicable(val): + self._plot_field_from_controls() + self.set_status(f"Viewing: {key}") + else: + with self._out: + print(repr(val)) + _try_plot_result_generic(val, self._out) + self.set_status(f"Viewing: {key}") + + def _attempt_plot_from_mapping(self, mapping: Mapping[str, Any]) -> None: + # Prefer the first Field in the mapping, if any + for k, v in mapping.items(): + if _is_field(v): + self._result_key_dd.value = k + self._on_result_key_changed() # route through the normal path + return + + # Fallback: generic repr/plot of the first entry + first_key = next(iter(mapping.keys())) if mapping else None + val = mapping.get(first_key) if first_key is not None else None + with self._out: + print(repr(mapping)) + if first_key is not None: + print("--- First entry ---") + print(repr(val)) + _try_plot_result_generic(val, self._out) + self.set_status("No Field found in mapping.") + + # ----- Field-aware UI ----- + def _hide_field_ui(self) -> None: + self._field_container.layout.display = "none" + self._field_container.children = () + self._field_controls.clear() + + def _render_field_ui_if_applicable(self, result: Any) -> bool: + # Determine the single Field to render controls for + if _is_field(result): + field = result + elif isinstance(result, Mapping) and result and all(_is_field(v) for v in result.values()): + # Use currently selected key from the result bar + key = self._result_key_dd.value + if key is None or key not in result: + key = next(iter(result.keys())) + field = result[key] + else: + return False + + rows: list[W.Widget] = [] + + # Components UI (if any) + components: Sequence[str] | None = getattr(field, "components", None) + if components is not None and len(components) > 0: + comp_sel = W.SelectMultiple( + description="Components", + options=list(components), + value=tuple(components), + layout=W.Layout(width="420px", height="120px"), + ) + self._field_controls["components"] = comp_sel + comp_sel.observe(lambda _ch: self._plot_field_from_controls(), names="value") + rows.append(comp_sel) + + # Slicing controls + coords = _coords_with_units(field) + slicer_boxes: list[W.Widget] = [] + for name, (grid, unit) in coords.items(): + ulabel = f"[{unit}]" if unit else "" + cb_fix = W.Checkbox(description=f"Fix {name} {ulabel}".strip(), value=False) + val = W.FloatText( + description=f"{name}=", + value=float(grid[0]) if hasattr(grid, "__len__") and len(grid) > 0 else 0.0, + layout=W.Layout(width="220px"), + ) + method = W.Dropdown( + description="method", + options=["exact", "nearest"], + value="exact", + layout=W.Layout(width="150px"), + ) + hb = W.HBox([cb_fix, val, method]) + self._field_controls[f"fix_{name}"] = cb_fix + self._field_controls[f"val_{name}"] = val + self._field_controls[f"method_{name}"] = method + for w in (cb_fix, val, method): + w.observe(lambda _ch: self._plot_field_from_controls(), names="value") + slicer_boxes.append(hb) + if slicer_boxes: + rows.append(W.VBox([W.HTML("Slicing"), *slicer_boxes])) + + coord_names = list(coords.keys()) + + # Interpolation controls + interp_enable = W.Checkbox(description="Interpolate", value=False) + interp_axis = W.Dropdown( + description="along", + options=coord_names, + value=coord_names[0] if coord_names else None, + ) + interp_points = W.IntText(description="points", value=100) + hb_interp = W.HBox([interp_enable, interp_axis, interp_points]) + self._field_controls["interp_enable"] = interp_enable + self._field_controls["interp_axis"] = interp_axis + self._field_controls["interp_points"] = interp_points + for w in (interp_enable, interp_axis, interp_points): + w.observe(lambda _ch: self._plot_field_from_controls(), names="value") + rows.append(W.VBox([W.HTML("Interpolation"), hb_interp])) + + # Calculus controls + calc_mode = W.Dropdown( + description="Operation", + options=["None", "Differentiate", "Integrate"], + value="None", + ) + calc_axis = W.Dropdown( + description="w.r.t.", + options=coord_names, + value=coord_names[0] if coord_names else None, + ) + hb_calc = W.HBox([calc_mode, calc_axis]) + self._field_controls["calc_mode"] = calc_mode + self._field_controls["calc_axis"] = calc_axis + for w in (calc_mode, calc_axis): + w.observe(lambda _ch: self._plot_field_from_controls(), names="value") + rows.append(W.VBox([W.HTML("Analysis"), hb_calc])) + + # Plot button + btn_plot = W.Button(description="Plot", icon="line-chart") + btn_plot.on_click(lambda _b: self._plot_field_from_controls()) + rows.append(btn_plot) + + self._field_container.children = tuple(rows) + self._field_container.layout.display = "block" + return True + + def _gather_slice_kwargs(self) -> Dict[str, Tuple[float, str]]: + kwargs: Dict[str, Tuple[float, str]] = {} + for key, widget in self._field_controls.items(): + if key.startswith("fix_") and isinstance(widget, W.Checkbox) and widget.value: + coord = key[len("fix_") :] + valw = self._field_controls.get(f"val_{coord}") + methw = self._field_controls.get(f"method_{coord}") + if isinstance(valw, W.FloatText) and isinstance(methw, W.Dropdown): + kwargs[coord] = (float(valw.value), str(methw.value)) + return kwargs + + def _get_active_field(self) -> Any: + # If we have a mapping, prefer the currently selected Result key + if isinstance(self._current_result, Mapping): + key = self._result_key_dd.value + if key is not None and key in self._current_result: + return self._current_result[key] + # Otherwise, the result itself is a Field (or something else) + return self._current_result + + def _apply_interpolation(self, fld: Any) -> Any: + enable = self._field_controls.get("interp_enable") + axis = self._field_controls.get("interp_axis") + points = self._field_controls.get("interp_points") + if isinstance(enable, W.Checkbox) and enable.value and isinstance(axis, W.Dropdown) and isinstance(points, W.IntText): + coords = _coords_with_units(fld) + if axis.value in coords: + grid, _unit = coords[axis.value] + if len(grid) >= 2 and points.value > 1: + import numpy as np # local import + new_grid = np.linspace(float(grid[0]), float(grid[-1]), int(points.value)) + try: + return fld.interp(**{axis.value: new_grid}) + except Exception: + return fld + return fld + + def _apply_calculus(self, fld: Any) -> Any: + mode = self._field_controls.get("calc_mode") + axis = self._field_controls.get("calc_axis") + if isinstance(mode, W.Dropdown) and isinstance(axis, W.Dropdown): + try: + if mode.value == "Differentiate" and axis.value: + return fld.differentiate(axis.value) + if mode.value == "Integrate" and axis.value: + return fld.integrate(axis.value) + except Exception: + return fld + return fld + + def _plot_field_from_controls(self) -> None: + import matplotlib.pyplot as plt # local import + + # Clear UI output (avoid accumulating figures) + self._out.clear_output(wait=True) + + # Close previous figure if we created one + if getattr(self, "_last_fig", None) is not None: + try: + plt.close(self._last_fig) + except Exception: + pass + self._last_fig = None + + fld = self._get_active_field() + if not _is_field(fld): + with self._out: + print("No Field to plot.") + return + + fld2 = self._apply_interpolation(fld) + fld3 = self._apply_calculus(fld2) + + # Slicing + slice_kwargs = self._gather_slice_kwargs() + if slice_kwargs: + try: + for coord, (value, method) in slice_kwargs.items(): + if method == "nearest": + fld3 = fld3.sel(**{coord: value}, method="nearest") + else: + fld3 = fld3.sel(**{coord: value}) + except Exception: + pass + + # Component selection (optional) + comp_sel = self._field_controls.get("components") + if isinstance(comp_sel, W.SelectMultiple) and comp_sel.value: + try: + if len(comp_sel.value) == 1: + fld3 = fld3[comp_sel.value[0]] + except Exception: + pass + + # Try plotting; capture the created figure so we can close it next time + try: + with self._out: + ax_or_axes = fld3.plot({}) + # Try to detect the figure object + try: + fig = None + if hasattr(ax_or_axes, "get_figure"): + fig = ax_or_axes.get_figure() + else: + if hasattr(ax_or_axes, "ravel"): + flat = ax_or_axes.ravel() + if flat and hasattr(flat[0], "get_figure"): + fig = flat[0].get_figure() + if fig is None: + fig = plt.gcf() + self._last_fig = fig + except Exception: + self._last_fig = None + except Exception: + try: + with self._out: + # Fallback: fix all dims at first entry + coords = _coords_with_units(fld3) + fixed = { + dim: grid[0] + for dim, (grid, _unit) in coords.items() + if hasattr(grid, "__len__") and len(grid) > 0 + } + ax_or_axes = fld3.plot(fixed) + try: + fig = None + if hasattr(ax_or_axes, "get_figure"): + fig = ax_or_axes.get_figure() + else: + if hasattr(ax_or_axes, "ravel"): + flat = ax_or_axes.ravel() + if flat and hasattr(flat[0], "get_figure"): + fig = flat[0].get_figure() + if fig is None: + fig = plt.gcf() + self._last_fig = fig + except Exception: + self._last_fig = None + except Exception: + _try_plot_result_generic(fld3, self._out) + self._last_fig = None + + self.set_status("Plotted.") diff --git a/pyproject.toml b/pyproject.toml index 1c6fae5..7781c33 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -22,10 +22,9 @@ classifiers = [ "Programming Language :: Python :: 3", "Operating System :: OS Independent", "License :: OSI Approved :: GNU General Public License v3 (GPLv3)", - "Intended Audience :: Science/Research", -] -dependencies = [ + "Intended Audience :: Science/Research" ] +dependencies = [] [dependency-groups] testing = [ @@ -40,11 +39,19 @@ docs = [ "sphinxcontrib-bibtex>=2.5.0", "sphinx_book_theme>=1.0.0", "sphinx_copybutton>=0.5.1", - "sphinx-sitemap>=2.5.0", + "sphinx-sitemap>=2.5.0" ] dev = [ - {include-group = "docs"}, - {include-group = "testing"}, + "coverage", + "pytest", + "pytest-cov", + "myst-nb>=0.17.1", + "numpydoc>=1.5.0", + "sphinx>=5.3.0", + "sphinxcontrib-bibtex>=2.5.0", + "sphinx_book_theme>=1.0.0", + "sphinx_copybutton>=0.5.1", + "sphinx-sitemap>=2.5.0", "certifi", # tries to prevent certificate problems on windows "pre-commit", "ruff" @@ -64,11 +71,11 @@ select = [ "E", # pycodestyle errors "F", # pyflakes "W", # pycodestyle warnings - "I", # isort + "I" # isort ] ignore = [ "ANN401", # Allow dynamically typed expressions like `Any` - "D100", # Allow missing docstring in public module + "D100" # Allow missing docstring in public module ] [tool.ruff.format] @@ -85,18 +92,17 @@ convention = "numpy" "ANN", # type annotations "D", # docstrings "E402", # imports on top of module - "E731", # lamba assignments - "F841", # unused variables + "E731", # lambda assignments + "F841" # unused variables ] - [tool.pytest.ini_options] testpaths = [ - "tests", + "tests" ] pythonpath = [ - "tests", + "tests" ] markers = [ - "slow: marks tests as slow (deselect with '-m \"not slow\"')", + "slow: marks tests as slow (deselect with '-m \"not slow\"')" ] diff --git a/tests/display_widgets.ipynb b/tests/display_widgets.ipynb index cdb5321..33eaa93 100644 --- a/tests/display_widgets.ipynb +++ b/tests/display_widgets.ipynb @@ -2,21 +2,13 @@ "cells": [ { "cell_type": "code", - "execution_count": 5, + "execution_count": 1, "id": "2d5d3b56", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "The autoreload extension is already loaded. To reload it, use:\n", - " %reload_ext autoreload\n" - ] - } - ], + "outputs": [], "source": [ - "from cadetgui.widget import ConfigurationWidget, SolutionWidget\n", + "from cadetgui.widgets import ConfigurationWidget, SolutionWidget\n", + "from CADETProcess.simulator import Cadet\n", "\n", "\n", "%load_ext autoreload\n", @@ -25,19 +17,131 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, + "id": "75d29533", + "metadata": {}, + "outputs": [], + "source": [ + "from collections.abc import Mapping\n", + "from CADETProcess.fields import Field\n", + "import numpy as np\n", + "\n", + "def solution_to_fields_lenmatch_v3(res):\n", + " \"\"\"\n", + " Flatten res.solution (unit -> {port -> SolutionIO}) into\n", + " { \"unit:port\": Field }, using:\n", + " data := io.solution (numpy array, with (T,1) -> (T,))\n", + " time := try unit-level 'time'/'t' (incl. {'values': ...}) of length T,\n", + " else try global (res.solution) same way, else np.arange(T).\n", + " \"\"\"\n", + " solmap = getattr(res, \"solution\", None)\n", + " if not isinstance(solmap, Mapping):\n", + " return res\n", + "\n", + " def _safe_arr(x):\n", + " try:\n", + " return np.asarray(x)\n", + " except Exception:\n", + " try:\n", + " return np.asarray(list(x))\n", + " except Exception:\n", + " return None\n", + "\n", + " def _as_vector(x):\n", + " \"\"\"Extract 1D vector from common wrappers (dict with 'values', obj.values, or array-like).\"\"\"\n", + " if x is None:\n", + " return None\n", + " if isinstance(x, Mapping) and \"values\" in x:\n", + " return _safe_arr(x[\"values\"])\n", + " vals = getattr(x, \"values\", None)\n", + " if vals is not None and not callable(vals):\n", + " return _safe_arr(vals)\n", + " return _safe_arr(x)\n", + "\n", + " def _find_time(scope: Mapping, T: int):\n", + " # 1) direct 'time'/'t'\n", + " for key in (\"time\", \"t\"):\n", + " if key in scope:\n", + " cand = _as_vector(scope[key])\n", + " if cand is not None and cand.ndim == 1 and cand.size == T:\n", + " return cand\n", + " # 2) nested holders like {'time': {'values': ...}}\n", + " for k, v in scope.items():\n", + " if isinstance(v, Mapping) and \"values\" in v:\n", + " cand = _safe_arr(v[\"values\"])\n", + " if cand is not None and cand.ndim == 1 and cand.size == T:\n", + " return cand\n", + " # 3) any 1D array of length T\n", + " for k, v in scope.items():\n", + " cand = _as_vector(v)\n", + " if cand is not None and cand.ndim == 1 and cand.size == T:\n", + " return cand\n", + " return None\n", + "\n", + " out = {}\n", + "\n", + " for unit, ports in solmap.items():\n", + " if not isinstance(ports, Mapping):\n", + " continue\n", + " for port, io in ports.items():\n", + " data = getattr(io, \"solution\", None)\n", + " data = _safe_arr(data)\n", + " if data is None or data.ndim < 1:\n", + " continue\n", + "\n", + " # squeeze trailing singleton (T,1) -> (T,)\n", + " if data.ndim >= 2 and data.shape[-1] == 1:\n", + " data = data[..., 0]\n", + "\n", + " T = int(data.shape[0])\n", + " if T <= 1:\n", + " continue\n", + "\n", + " # time (per port): unit → global → arange\n", + " t = _find_time(ports, T)\n", + " if t is None:\n", + " t = _find_time(solmap, T)\n", + " if t is None:\n", + " t = np.arange(T)\n", + "\n", + " coords = {\"time\": (t, \"s\")}\n", + "\n", + " # treat last dim as components if >1 and small-ish\n", + " comp_names = None\n", + " if data.ndim >= 2 and 1 < data.shape[-1] <= 64:\n", + " comp_names = [f\"C{i}\" for i in range(data.shape[-1])]\n", + "\n", + " try:\n", + " out[f\"{unit}:{port}\"] = Field(\n", + " coordinates=coords,\n", + " data=data,\n", + " components=comp_names,\n", + " name=f\"{unit}:{port}\",\n", + " )\n", + " except Exception:\n", + " # Skip malformed, keep others\n", + " pass\n", + "\n", + " return out if out else solmap\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, "id": "a9c1028e", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "359a4da7b06c402e9b42215e40d022b1", + "model_id": "601b228532044f659b1af38ac1ed86bf", "version_major": 2, "version_minor": 0 }, "text/plain": [ - "VBox(children=(HTML(value=\"

Configuration

\"), VBox(children=(IntText(value=1, descript…" + "VBox(children=(HTML(value=\"

Configuration

\"), VBox(children=(Box(children=(VBox(childr…" ] }, "metadata": {}, @@ -46,7 +150,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "ff8d204a6060460dbc1f8f10f00f7cea", + "model_id": "3ccf579e3b6348b489b07efed2841ca0", "version_major": 2, "version_minor": 0 }, @@ -56,98 +160,307 @@ }, "metadata": {}, "output_type": "display_data" + }, + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ "cfg = ConfigurationWidget() \n", - "sol = SolutionWidget(config=cfg) \n", + "\n", "\n", "cfg.display()\n", - "sol.display()" + "\n", + "sol = SolutionWidget(config=cfg, result_transform=solution_to_fields_lenmatch_v3)\n", + "sol.display()\n", + "\n" ] }, { "cell_type": "code", - "execution_count": 5, - "id": "28d4ee10", + "execution_count": 4, + "id": "ee3a618f", "metadata": {}, "outputs": [ { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "ca7f18811437443497984acc840d7c60", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "VBox(children=(HTML(value=\"

Configuration

\"), VBox(children=(HBox(children=(Dropdown(d…" - ] - }, - "metadata": {}, - "output_type": "display_data" + "ename": "TypeError", + "evalue": "Expected Process", + "output_type": "error", + "traceback": [ + "\u001b[31m---------------------------------------------------------------------------\u001b[39m", + "\u001b[31mTypeError\u001b[39m Traceback (most recent call last)", + "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[4]\u001b[39m\u001b[32m, line 4\u001b[39m\n\u001b[32m 2\u001b[39m sim = Cadet()\n\u001b[32m 3\u001b[39m sim.evaluate_stationarity=\u001b[38;5;28;01mFalse\u001b[39;00m\n\u001b[32m----> \u001b[39m\u001b[32m4\u001b[39m res = \u001b[43msim\u001b[49m\u001b[43m.\u001b[49m\u001b[43msimulate\u001b[49m\u001b[43m(\u001b[49m\u001b[43mguiprocess\u001b[49m\u001b[43m)\u001b[49m\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/CADET/CADET-Process/CADETProcess/simulator/simulator.py:261\u001b[39m, in \u001b[36mSimulatorBase.simulate\u001b[39m\u001b[34m(self, process, previous_results, **kwargs)\u001b[39m\n\u001b[32m 227\u001b[39m \u001b[38;5;250m\u001b[39m\u001b[33;03m\"\"\"\u001b[39;00m\n\u001b[32m 228\u001b[39m \u001b[33;03mSimulate the process.\u001b[39;00m\n\u001b[32m 229\u001b[39m \n\u001b[32m (...)\u001b[39m\u001b[32m 258\u001b[39m \u001b[33;03mrun\u001b[39;00m\n\u001b[32m 259\u001b[39m \u001b[33;03m\"\"\"\u001b[39;00m\n\u001b[32m 260\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(process, Process):\n\u001b[32m--> \u001b[39m\u001b[32m261\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mTypeError\u001b[39;00m(\u001b[33m\"\u001b[39m\u001b[33mExpected Process\u001b[39m\u001b[33m\"\u001b[39m)\n\u001b[32m 263\u001b[39m process.lock = \u001b[38;5;28;01mTrue\u001b[39;00m\n\u001b[32m 264\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m process.check_config():\n", + "\u001b[31mTypeError\u001b[39m: Expected Process" + ] + } + ], + "source": [ + "guiprocess = cfg.process\n", + "sim = Cadet()\n", + "sim.evaluate_stationarity=False\n", + "res = sim.simulate(guiprocess)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "5e5c1df5", + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'SolutionWidget' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[31m---------------------------------------------------------------------------\u001b[39m", + "\u001b[31mNameError\u001b[39m Traceback (most recent call last)", + "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[8]\u001b[39m\u001b[32m, line 1\u001b[39m\n\u001b[32m----> \u001b[39m\u001b[32m1\u001b[39m sol = \u001b[43mSolutionWidget\u001b[49m(config=cfg, result_transform=solution_to_fields_lenmatch_v3)\n\u001b[32m 2\u001b[39m sol.display()\n", + "\u001b[31mNameError\u001b[39m: name 'SolutionWidget' is not defined" + ] + } + ], + "source": [ + "sol = SolutionWidget(config=cfg, result_transform=solution_to_fields_lenmatch_v3)\n", + "sol.display()\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "ea9dddca", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/IBT/lanzrath/CADET/CADET-Process/CADETProcess/dynamicEvents/event.py:788: UserWarning: Got multiple events at the same time: [Event(name=eluent_off, parameter_path=flow_sheet.eluent.flow_rate, state=0.0, time=0.0, indices=[(slice(None, None, None),)]), Event(name=eluent_on, parameter_path=flow_sheet.eluent.flow_rate, state=1e-06, time=0.0, indices=[(slice(None, None, None),)])]\n", + " warnings.warn(\n" + ] + }, + { + "ename": "CADETProcessError", + "evalue": "Process is not configured correctly.", + "output_type": "error", + "traceback": [ + "\u001b[31m---------------------------------------------------------------------------\u001b[39m", + "\u001b[31mCADETProcessError\u001b[39m Traceback (most recent call last)", + "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[8]\u001b[39m\u001b[32m, line 23\u001b[39m\n\u001b[32m 21\u001b[39m sim = Cadet()\n\u001b[32m 22\u001b[39m sim.evaluate_stationarity=\u001b[38;5;28;01mFalse\u001b[39;00m\n\u001b[32m---> \u001b[39m\u001b[32m23\u001b[39m res = \u001b[43msim\u001b[49m\u001b[43m.\u001b[49m\u001b[43msimulate\u001b[49m\u001b[43m(\u001b[49m\u001b[43mguiprocess\u001b[49m\u001b[43m)\u001b[49m\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/CADET/CADET-Process/CADETProcess/simulator/simulator.py:265\u001b[39m, in \u001b[36mSimulatorBase.simulate\u001b[39m\u001b[34m(self, process, previous_results, **kwargs)\u001b[39m\n\u001b[32m 263\u001b[39m process.lock = \u001b[38;5;28;01mTrue\u001b[39;00m\n\u001b[32m 264\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m process.check_config():\n\u001b[32m--> \u001b[39m\u001b[32m265\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m CADETProcessError(\u001b[33m\"\u001b[39m\u001b[33mProcess is not configured correctly.\u001b[39m\u001b[33m\"\u001b[39m)\n\u001b[32m 267\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m.n_cycles_max < \u001b[38;5;28mself\u001b[39m.n_cycles_min:\n\u001b[32m 268\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[32m 269\u001b[39m \u001b[33m\"\u001b[39m\u001b[33mn_cycles_max is set lower than n_cycles_min \u001b[39m\u001b[33m\"\u001b[39m\n\u001b[32m 270\u001b[39m \u001b[33mf\u001b[39m\u001b[33m\"\u001b[39m\u001b[33m(\u001b[39m\u001b[38;5;132;01m{\u001b[39;00m\u001b[38;5;28mself\u001b[39m.n_cycles_max\u001b[38;5;132;01m}\u001b[39;00m\u001b[33m vs \u001b[39m\u001b[38;5;132;01m{\u001b[39;00m\u001b[38;5;28mself\u001b[39m.n_cycles_min\u001b[38;5;132;01m}\u001b[39;00m\u001b[33m). \u001b[39m\u001b[33m\"\u001b[39m\n\u001b[32m 271\u001b[39m )\n", + "\u001b[31mCADETProcessError\u001b[39m: Process is not configured correctly." + ] } ], "source": [ - "cfg_single = ConfigurationWidget() \n", + "from CADETProcess.modelBuilder import CLR\n", + "from CADETProcess.processModel import LumpedRateModelWithoutPores, ComponentSystem\n", + "from CADETProcess.simulator import Cadet\n", + "\n", + "cs = ComponentSystem(1)\n", "\n", - "cfg_single.display()\n", + "column = LumpedRateModelWithoutPores(cs, \"col\")\n", + "column.length = 0.1\n", + "column.diameter = 0.01\n", + "column.axial_dispersion = 1e-8\n", + "column.total_porosity = 0.5\n", + "\n", + "feed_c = 1\n", + "flow_rate = 1e-6\n", + "feed_duration = 10\n", + "recycle_off = 30\n", + "cycle_time = 100\n", + "\n", + "#process = CLR(column, feed_c, flow_rate, feed_duration, recycle_off, cycle_time)\n", + "\n", + "sim = Cadet()\n", + "sim.evaluate_stationarity=False\n", + "res = sim.simulate(guiprocess)\n", "\n" ] }, { "cell_type": "code", - "execution_count": 6, - "id": "47cef686", + "execution_count": 8, + "id": "e686ffc1", "metadata": {}, "outputs": [ { "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "3c62e2016645419995ea78b9878669fe", - "version_major": 2, - "version_minor": 0 - }, "text/plain": [ - "VBox(children=(HTML(value=\"

Solution

\"), VBox(children=(HBox(children=(HTML(value=',\n", + " )" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "#from CADETProcess.modelBuilder import BatchElution\n", - "from CADETProcess.processModel import GeneralRateModel, ComponentSystem, LumpedRateModelWithoutPores\n", - "cs = ComponentSystem(1)\n", - "column = GeneralRateModel(cs, \"abc\")\n", - "\n" + "res = sim.simulate(guiprocess)\n", + "res.solution.GRM.outlet.plot()" ] }, { "cell_type": "code", - "execution_count": 3, - "id": "6144074c", + "execution_count": null, + "id": "4535001e", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "['bed_porosity',\n", - " 'particle_porosity',\n", - " 'particle_radius',\n", - " 'film_diffusion',\n", - " 'pore_diffusion',\n", + "['total_porosity',\n", " 'length',\n", " 'diameter',\n", " 'axial_dispersion',\n", @@ -156,19 +469,102 @@ " 'axial_dispersion']" ] }, - "execution_count": 3, + "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "column.required_parameters" + "column." + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "3be6d53a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'feed': {'inlet': ,\n", + " 'outlet': },\n", + " 'eluent': {'inlet': ,\n", + " 'outlet': },\n", + " 'GRM': {'inlet': ,\n", + " 'outlet': },\n", + " 'outlet': {'inlet': ,\n", + " 'outlet': }}" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "res = sim.simulate(guiprocess)\n", + "res.solution" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "id": "4223037f", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "solmap type: \n", + "unit keys: ['feed', 'eluent', 'GRM', 'outlet']\n", + "unit time type: \n", + "global time type: \n", + "t.shape: ()\n", + "data.shape: (101, 1)\n" + ] + } + ], + "source": [ + "u, p = \"GRM\", \"outlet\" # pick any unit/port you like\n", + "\n", + "res = sim.simulate(guiprocess)\n", + "solmap = res.solution\n", + "\n", + "print(\"solmap type:\", type(solmap))\n", + "print(\"unit keys:\", list(solmap.keys())[:10])\n", + "\n", + "# --- TIME: try unit, then global\n", + "unit_time_obj = getattr(solmap[u], \"time\", None)\n", + "global_time_obj = getattr(solmap, \"time\", None)\n", + "\n", + "def extract_values(x):\n", + " if x is None: return None\n", + " if isinstance(x, dict) and \"values\" in x: return x[\"values\"]\n", + " return getattr(x, \"values\", None) if hasattr(x, \"values\") else x\n", + "\n", + "t_unit = extract_values(unit_time_obj)\n", + "t_global = extract_values(global_time_obj)\n", + "\n", + "print(\"unit time type:\", type(t_unit))\n", + "print(\"global time type:\", type(t_global))\n", + "\n", + "import numpy as np\n", + "t = np.asarray(t_unit if t_unit is not None else t_global)\n", + "print(\"t.shape:\", getattr(t, \"shape\", None))\n", + "\n", + "# --- DATA\n", + "io = solmap[u][p]\n", + "data_obj = getattr(io, \"solution\", None)\n", + "data = np.asarray(getattr(data_obj, \"values\", data_obj))\n", + "print(\"data.shape:\", getattr(data, \"shape\", None))\n" ] }, { "cell_type": "code", "execution_count": null, - "id": "ee3a618f", + "id": "4814cfd2", "metadata": {}, "outputs": [], "source": [] diff --git a/tests/test_widgets.py b/tests/test_widgets.py index 63b811f..1a6b2a0 100644 --- a/tests/test_widgets.py +++ b/tests/test_widgets.py @@ -2,7 +2,7 @@ import pytest import ipywidgets as W -from cadetgui.widget import ( +from cadetgui.widgets.elements import ( BaseWidget, TextField, FloatField, From a5d935cc5ba90262ce604ce5c5ae5aa61016af13 Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Mon, 7 Sep 2026 12:28:18 +0200 Subject: [PATCH 008/158] Chore: update meta files --- .gitignore | 3 + cadetgui/widgets/legacy/base.py | 184 ++++++ cadetgui/widgets/legacy/config.py | 564 ++++++++++++++++ cadetgui/widgets/legacy/elements.py | 452 +++++++++++++ cadetgui/widgets/legacy/form.py | 63 ++ cadetgui/widgets/legacy/solution.py | 971 ++++++++++++++++++++++++++++ pyproject.toml | 5 +- 7 files changed, 2241 insertions(+), 1 deletion(-) create mode 100644 cadetgui/widgets/legacy/base.py create mode 100644 cadetgui/widgets/legacy/config.py create mode 100644 cadetgui/widgets/legacy/elements.py create mode 100644 cadetgui/widgets/legacy/form.py create mode 100644 cadetgui/widgets/legacy/solution.py diff --git a/.gitignore b/.gitignore index 7468306..6897669 100644 --- a/.gitignore +++ b/.gitignore @@ -8,3 +8,6 @@ diskcache_* results_* *.egg-info .vscode + +# AI-assisted development notes (local working docs, not for the repo yet) +ai-docs/ diff --git a/cadetgui/widgets/legacy/base.py b/cadetgui/widgets/legacy/base.py new file mode 100644 index 0000000..2c95717 --- /dev/null +++ b/cadetgui/widgets/legacy/base.py @@ -0,0 +1,184 @@ +# ========================================= +# File: cadetgui/widgets/base.py +# ========================================= +from __future__ import annotations + +from abc import ABC, abstractmethod +from typing import Any, Callable, Dict, Optional + +import ipywidgets as W + +from .elements import FloatListField # aligned list control + +__all__ = ["ListenerMixin", "BaseWidget"] + +LABEL_W = "140px" + + +def _style_field( + w: W.Widget, *, width: str = "300px", label_width: str = LABEL_W, grow: bool = False +) -> W.Widget: + if hasattr(w, "layout"): + w.layout.width = "100%" if grow else width + w.layout.min_width = "0" + if not grow: + w.layout.flex = "0 0 auto" + if hasattr(w, "style"): + try: + w.style.description_width = label_width # fixed label column + except Exception: + pass + return w + + +class ListenerMixin: + """Reusable mixin that provides listener registration and notification.""" + + def __init__(self) -> None: + self._listeners: list[Callable[[Any], None]] = [] + + def add_listener(self, fn: Callable[[Any], None]) -> None: + """Register a listener callback.""" + self._listeners.append(fn) + + def notify(self, value: Any) -> None: + """Notify all registered listeners with a new value.""" + for fn in list(self._listeners): + try: + fn(value) + except Exception: + pass + + +class BaseWidget(ABC): + """Base widget container with a header, body, and status bar.""" + + def __init__(self, *, title: Optional[str] = None) -> None: + self.title = title or self.__class__.__name__ + self._status = W.HTML("Ready.") + self._header = W.HTML(f"

{self.title}

") + self._body = self._build_body() + self.root = W.VBox([self._header, self._body, self._status]) + self._wire_events() + + @abstractmethod + def _build_body(self) -> W.Widget: + ... + + def _wire_events(self) -> None: + """Connect event handlers (optional override).""" + + def set_status(self, text: str) -> None: + self._status.value = text + + def set_error(self, exc: Exception | str) -> None: + msg = str(exc) if isinstance(exc, Exception) else exc + self._status.value = f"{msg}" + + def run_safe(self, func: Callable[..., Any], *args: Any, **kwargs: Any) -> Any | None: + try: + return func(*args, **kwargs) + except Exception as exc: # noqa: BLE001 + self.set_error(exc) + return None + + @staticmethod + def make_apply_reset(on_apply: Callable[..., Any], on_reset: Callable[..., Any]) -> W.HBox: + btn_apply = W.Button(description="Apply", button_style="success") + btn_reset = W.Button(description="Reset") + btn_apply.on_click(on_apply) + btn_reset.on_click(on_reset) + return W.HBox([btn_apply, btn_reset]) + + @staticmethod + def reset_fields(widgets: Dict[str, W.Widget], specs: list[Any]) -> None: + """Reset widgets to their FieldSpec defaults.""" + for f in specs: + w = widgets.get(f.name) + if w is None: + continue + default = getattr(f, "default", None) + kind = getattr(f, "kind", "text") + try: + if kind == "float": + w.value = float(default) if default is not None else 0.0 + elif kind == "bool": + w.value = bool(default) + elif kind == "float_list": + # Rebuild the aligned FloatListField to match defaults + vals = ( + list(default) + if isinstance(default, (list, tuple)) + else ([float(default)] if default is not None else [0.0]) + ) + desc = getattr(f, "label", None) or getattr(f, "name", "") + new = FloatListField(description=desc, values=vals, label_width=LABEL_W) + widgets[f.name] = new # caller should re-render the form if needed + else: + w.value = "" if default is None else str(default) + except Exception: + # be robust to partial failures + pass + + @staticmethod + def widget_for_field(f: Any) -> W.Widget: + """ + Map a FieldSpec (name, kind, default, min, max, units, etc.) to a widget. + + IMPORTANT: Do NOT invent a max for floats. If min/max are not provided, + use FloatText (unbounded). If bounds exist, use BoundedFloatText with + exactly those bounds. + """ + label = getattr(f, "label", None) or getattr(f, "name", "") + kind = getattr(f, "kind", "text") + default = getattr(f, "default", None) + min_v = getattr(f, "min", None) + max_v = getattr(f, "max", None) + + # FLOAT + if kind == "float": + common = dict( + description=label, + value=float(default) if default is not None else 0.0, + ) + if min_v is None and max_v is None: + w = W.FloatText(**common) + else: + if min_v is not None: + common["min"] = float(min_v) + if max_v is not None: + common["max"] = float(max_v) + w = W.BoundedFloatText(**common, step=1e-6, readout_format=".6g") + return _style_field(w) + + # BOOL + if kind == "bool": + w = W.Checkbox(description=label, value=bool(default)) + return _style_field(w, width="auto") + + # FLOAT LIST (aligned, button-based editor) + if kind == "float_list": + vals = ( + list(default) + if isinstance(default, (list, tuple)) + else ([float(default)] if default is not None else [0.0]) + ) + return FloatListField(description=label, values=vals, label_width=LABEL_W) + + # TEXT (fallback) + w = W.Text(description=label, value=str(default) if default is not None else "") + return _style_field(w) + + @staticmethod + def observe_and_rebuild(widget: W.Widget, names: str, rebuild_fn: Callable[[Any], None]) -> None: + def _on_change(change: dict) -> None: + if change.get("name") != names: + return + rebuild_fn(change.get("new")) + + widget.observe(_on_change, names=names) + + def display(self) -> None: + from IPython.display import display as _display + + _display(self.root) diff --git a/cadetgui/widgets/legacy/config.py b/cadetgui/widgets/legacy/config.py new file mode 100644 index 0000000..68278e8 --- /dev/null +++ b/cadetgui/widgets/legacy/config.py @@ -0,0 +1,564 @@ +from __future__ import annotations + +import warnings +from threading import Timer +from typing import Any, Callable, Dict, Optional, Union + +import ipywidgets as W +from CADETProcess.processModel import ComponentSystem + +from ...cadetprocessadapter import ( + DEFAULT_COLUMN_FACTORIES, + MODEL_REGISTRY, + build_column_config_spec, +) +from .base import BaseWidget, ListenerMixin +from .elements import ChoiceField, Modal, ObjectChoiceField +from .form import FormRenderer + +__all__ = ["ConfigurationWidget"] + +# ---------------------- +# CSS-like layout tokens +# ---------------------- + +CSS_ROOT = W.Layout( + position="relative", + width="100%", + overflow="visible", + display="block", + z_index="0", +) + +CSS_TOOLBAR_WRAP = W.Layout( + position="relative", + width="100%", + overflow="visible", + z_index="0", +) + +# Model & Column pickers row +CSS_TOOLBAR_ROW = W.Layout( + align_items="center", + position="relative", + flex_wrap="wrap", + min_width="0", +) + +# Toolbar popover panel +CSS_TOOLBAR_POPOVER = W.Layout( + display="none", + position="absolute", + top="calc(100% + 8px)", + right="0", + width="420px", + max_height="60vh", + overflow_y="auto", + padding="16px", + border="1px solid #ccc", + border_radius="12px", + background_color="#fff", + box_shadow="0 8px 24px rgba(0,0,0,0.25)", + z_index="10020", +) + +# Main model configuration panel (no horizontal scroll) +CSS_MODEL_PANEL = W.Layout( + min_height="500px", + max_width="400px", + display="block", + overflow_x="hidden", +) + +# Grey overlay dimmer for popovers & modal +CSS_OVERLAY_DIMMER = W.Layout( + display="none", + position="absolute", + top="0", left="0", right="0", bottom="0", + background_color="rgba(0,0,0,0.25)", + z_index="10010", + pointer_events="auto", +) + +# Raise a control above overlays if needed +CSS_RAISE_ABOVE_OVERLAY = dict(position="relative", z_index="10040", pointer_events="auto") + + +# ---------------------- +# Utilities +# ---------------------- + +def _set_attr_path(obj: Any, path: str, value: Any) -> None: + """Set attribute or mapping by dotted path. Supports 'param:Family.key'.""" + if path.startswith("param:"): + _, rest = path.split("param:", 1) + family, key = rest.split(".", 1) + try: + obj.parameter[family][key] = value + return + except Exception: + pass + target = obj + parts = path.split(".") + for part in parts[:-1]: + target = getattr(target, part) + setattr(target, parts[-1], value) + + +# ---------------------- +# Widget +# ---------------------- + +class ConfigurationWidget(BaseWidget, ListenerMixin): + """Unified configuration widget for model/column-based process building. + + - Model Configuration: main panel under the toolbar (builds the process) + - Column Configuration: modal dialog for editing column parameters + """ + + # ----- init & state ----- + def __init__( + self, + *, + title: Optional[str] = None, + registry: Optional[dict[str, Callable[[Any], Any]]] = None, + columns: Optional[Union[list[Any], dict[str, Any]]] = None, + on_built: Optional[Callable[[Any], None]] = None, + spec_builder: Optional[type[FormRenderer]] = None, + ) -> None: + ListenerMixin.__init__(self) + + use_defaults = registry is None or columns is None or spec_builder is None + if use_defaults: + self._DEFAULT_COLUMN_FACTORIES = DEFAULT_COLUMN_FACTORIES + self._can_rebuild_columns = True + self._components_value = 1 + columns = DEFAULT_COLUMN_FACTORIES + registry = MODEL_REGISTRY + spec_builder = FormRenderer + else: + self._DEFAULT_COLUMN_FACTORIES = None + self._can_rebuild_columns = False + self._components_value = None + + # External deps / factories + self._registry = registry + self._columns = columns + self._SpecDriven = spec_builder + self._on_built = on_built + + # Column Config modal + self._column_modal = Modal("Column configuration") + + # State + self._built: Any | None = None + self._column_cache: dict[object, Any] = {} + + # Anti-flicker / concurrency guards + self._suspend_main_rebuild: bool = False + self._toolbar_popover_timer: Optional[Timer] = None + self._toolbar_popover_last_factory: Any = None + + # Detachable observers + self._obs_model_spec = None + self._obs_column_spec = None + + # Controls + self._btn_apply = W.Button(description="Apply", button_style="success") + self._btn_reset = W.Button(description="Reset") + self._btn_open_column_modal = W.Button(description="Configure column…", icon="wrench") + + self._components_field: Optional[W.IntText] = ( + W.IntText(description="Components:", value=self._components_value, min=1) + if self._can_rebuild_columns + else None + ) + + super().__init__(title=title or "Configuration") + + # Public API + @property + def process(self) -> Any | None: + return self._built + + # ----- UI builders ----- + def _build_toolbar_row(self) -> W.Widget: + self._model_picker = ObjectChoiceField(label="Model:", items=self._registry) # type: ignore[arg-type] + self._column_picker = ChoiceField(label="Column:", options=self._column_pairs) + for k, v in CSS_RAISE_ABOVE_OVERLAY.items(): + setattr(self._column_picker.widget.layout, k, v) + + row = W.HBox( + [self._components_field, self._model_picker.widget, self._column_picker.widget, self._btn_open_column_modal], + layout=CSS_TOOLBAR_ROW, + ) + return row + + def _build_toolbar_popover(self) -> W.Widget: + self._toolbar_popover = W.VBox([], layout=CSS_TOOLBAR_POPOVER) + return self._toolbar_popover + + def _build_model_panel(self) -> W.Widget: + self._model_panel = W.Box([], layout=CSS_MODEL_PANEL) + return self._model_panel + + def _build_overlay_dimmer(self) -> W.Widget: + self._overlay_dimmer = W.Box([], layout=CSS_OVERLAY_DIMMER) + return self._overlay_dimmer + + # ----- BaseWidget hooks ----- + def _build_body(self) -> W.Widget: + self._manual_mode = not (self._registry and self._columns) + if self._manual_mode: + self._form_box = W.VBox([]) + self._actions = W.HBox([self._btn_apply, self._btn_reset]) + return W.VBox([self._form_box, self._actions]) + + # Normalize columns + if isinstance(self._columns, dict): + self._column_pairs = list(self._columns.items()) + else: + self._column_pairs = [ + (getattr(c, "name", c.__class__.__name__), c) for c in self._columns + ] + + # Toolbar (row + popover anchored to it) + toolbar_row = self._build_toolbar_row() + self._toolbar_wrap = W.Box([toolbar_row], layout=CSS_TOOLBAR_WRAP) + self._toolbar_popover = self._build_toolbar_popover() + self._toolbar_wrap.children = [toolbar_row, self._toolbar_popover] + + # Model Config panel + self._model_panel = self._build_model_panel() + + # Content + self._content = W.VBox([self._toolbar_wrap, self._model_panel], layout=W.Layout(width="100%")) + + # Overlays: dimmer then column modal, all inside the root + self._overlay_dimmer = self._build_overlay_dimmer() + self._root = W.Box([self._content, self._overlay_dimmer, self._column_modal.widget], layout=CSS_ROOT) + + return W.VBox([self._root]) + + def _wire_events(self) -> None: + if getattr(self, "_manual_mode", False): + self._btn_apply.on_click(self._on_apply) + self._btn_reset.on_click(self._on_reset) + return + + self._attach_main_observers() + self._btn_open_column_modal.on_click(self._open_column_modal) + + # Initialize picks + try: + mopts = list(self._model_picker.widget.options) + if mopts: + self._model_picker.set_value(mopts[0][1]) + copts = list(self._column_picker.widget.options) + if copts: + self._column_picker.set_value(copts[0][1]) + except Exception: + pass + + # Initial form + model_fn, column = self._get_selection() + if model_fn and column: + self._rebuild_model_panel(model_fn, column) + + # Components watcher + if self._components_field: + self._components_field.observe(self._on_components_change, names="value") + + # ----- Toolbar popover helpers ----- + def _show_toolbar_popover(self, content: W.Widget, *, title: str | None = None) -> None: + if getattr(self._column_modal, "is_open", False): + try: + self._column_modal.close() + except Exception: + pass + if title: + title_html = W.HTML(f"

{title}

") + self._toolbar_popover.children = [title_html, content] + else: + self._toolbar_popover.children = [content] + self._toolbar_popover.layout.display = "flex" + self._overlay_dimmer.layout.display = "flex" + + def _hide_toolbar_popover(self) -> None: + self._toolbar_popover.layout.display = "none" + self._toolbar_popover.children = [] + self._overlay_dimmer.layout.display = "none" + + def _open_toolbar_popover_with_live_update( + self, + *, + initial_factory: Any, + rebuild_fn: Callable[[Any], FormRenderer], + title_fn: Callable[[Any], str], + observe_widget: W.Widget, + names: str = "value", + ) -> None: + if getattr(self._column_modal, "is_open", False): + try: + self._column_modal.close() + except Exception: + pass + + self._detach_main_observers() + self._suspend_main_rebuild = True + + def _restore(): + self._suspend_main_rebuild = False + try: + observe_widget.unobserve(_on_change, names=names) + except Exception: + pass + if self._toolbar_popover_timer and self._toolbar_popover_timer.is_alive(): + try: + self._toolbar_popover_timer.cancel() + except Exception: + pass + self._attach_main_observers() + self._hide_toolbar_popover() + + form = rebuild_fn(initial_factory) + self._toolbar_popover_last_factory = initial_factory + self._show_toolbar_popover(form.root, title=title_fn(initial_factory)) + + self._toolbar_popover_timer = None + + def _do_rebuild(factory: Any) -> None: + try: + new_form = rebuild_fn(factory) + self._toolbar_popover_last_factory = factory + self._show_toolbar_popover(new_form.root, title=title_fn(factory)) + except Exception as exc: + self._show_toolbar_popover(W.HTML(f"Error: {exc}")) + + def _on_change(change: dict) -> None: + if change.get("name") != names: + return + factory = change.get("new") + if factory is self._toolbar_popover_last_factory: + return + if self._toolbar_popover_timer and self._toolbar_popover_timer.is_alive(): + try: + self._toolbar_popover_timer.cancel() + except Exception: + pass + self._toolbar_popover_timer = Timer(0.12, _do_rebuild, args=(factory,)) + self._toolbar_popover_timer.start() + + observe_widget.observe(_on_change, names=names) + self._popover_close = _restore # retained attribute name for backward-compat + + # ----- Build helpers (Model/Column) ----- + def _build_model_form(self, model_fn: Callable[[Any], Any], column: Any) -> FormRenderer: + with warnings.catch_warnings(): + warnings.simplefilter("ignore", category=UserWarning) + spec = model_fn(column) + + form = (self._SpecDriven or FormRenderer)(spec) # type: ignore[call-arg] + + def _after_apply(_b: W.Button) -> None: + if getattr(form, "built", None) is not None: + self._built = form.built + if self._on_built: + self._on_built(form.built) + self.notify(self._built) + + form._btn_apply.on_click(_after_apply) # noqa: SLF001 + return form + + def _build_column_form(self, column: Any) -> FormRenderer: + spec = build_column_config_spec(column) + form = FormRenderer(spec) + + spec_apply = getattr(spec, "apply", None) + + def _apply_into_column(_b: W.Button) -> None: + vals: Dict[str, Any] = {} + for f in spec.fields: + raw = getattr(form._widgets[f.name], "value", None) # noqa: SLF001 + val = f.transform(raw) if f.transform else raw + if f.validate: + f.validate(val) + vals[f.name] = val + + if callable(spec_apply): + spec_apply(column, vals) + else: + targets = getattr(spec, "targets", None) or {} + wrote_any = False + for fname, v in vals.items(): + target_path = targets.get(fname) + try: + if target_path: + _set_attr_path(column, target_path, v) + wrote_any = True + elif hasattr(column, fname): + setattr(column, fname, v) + wrote_any = True + except Exception: + pass + if not wrote_any: + for k, v in vals.items(): + try: + column.parameter["LRMP"][k] = v + wrote_any = True + except Exception: + pass + + name = getattr(column, "name", column.__class__.__name__) + self.set_status(f"Updated column parameters for: {name}") + self._hide_toolbar_popover() + + form._btn_apply.on_click(_apply_into_column) # noqa: SLF001 + return form + + # ----- Selection helpers ----- + def _make_column(self, factory: Callable[[ComponentSystem], Any]) -> Any: + if factory in self._column_cache: + return self._column_cache[factory] + cs = ComponentSystem(self._components_field.value if self._components_field else 1) + return factory(cs) + + def _get_selection(self) -> tuple[Callable[[Any], Any] | None, Any | None]: + model_fn = self._model_picker.get_value() if hasattr(self, "_model_picker") else None + col_factory = self._column_picker.get_value() if hasattr(self, "_column_picker") else None + column = self._column_cache.get(col_factory) if callable(col_factory) else col_factory + if column is None and callable(col_factory): + column = self._make_column(col_factory) + return model_fn, column + + # ----- Observers attach/detach ----- + def _attach_main_observers(self) -> None: + if self._obs_model_spec is None: + self._obs_model_spec = lambda ch: self._on_spec_change(ch) + self._model_picker.widget.observe(self._obs_model_spec, names="value") + if self._obs_column_spec is None: + self._obs_column_spec = lambda ch: self._on_spec_change(ch) + self._column_picker.widget.observe(self._obs_column_spec, names="value") + + def _detach_main_observers(self) -> None: + if self._obs_model_spec is not None: + try: + self._model_picker.widget.unobserve(self._obs_model_spec, names="value") + except Exception: + pass + self._obs_model_spec = None + if self._obs_column_spec is not None: + try: + self._column_picker.widget.unobserve(self._obs_column_spec, names="value") + except Exception: + pass + self._obs_column_spec = None + + # ----- Event handlers ----- + def _rebuild_model_panel(self, model_fn: Callable[[Any], Any], column: Any) -> None: + form = self._build_model_form(model_fn, column) + with self._model_panel.hold_trait_notifications(): + self._model_panel.children = [form.root] + self.set_status("Select model & column, configure, then click Apply.") + + def _on_spec_change(self, _change: dict) -> None: + if self._suspend_main_rebuild: + return + model_fn, column = self._get_selection() + if model_fn and column: + self._rebuild_model_panel(model_fn, column) + + def _on_components_change(self, change: dict) -> None: + if not self._can_rebuild_columns or change.get("name") != "value": + return + try: + n = int(change["new"]) # type: ignore[index] + if n < 1: + return + except Exception: + return + + self._column_cache.clear() + self._columns = {name: factory for name, factory in self._DEFAULT_COLUMN_FACTORIES.items()} # type: ignore[union-attr] + pairs = list(self._columns.items()) + self._column_pairs = pairs + self._column_picker.widget.options = pairs + if pairs: + self._column_picker.set_value(pairs[0][1]) + + model_fn, column = self._get_selection() + if model_fn and column: + self._rebuild_model_panel(model_fn, column) + self.set_status(f"Rebuilt columns for {n} component(s).") + + def _open_column_modal(self, _btn): + # Close any live popover sessions + if hasattr(self, "_popover_close"): + try: + self._popover_close() + except Exception: + pass + try: + del self._popover_close + except Exception: + pass + if self._toolbar_popover_timer and self._toolbar_popover_timer.is_alive(): + try: + self._toolbar_popover_timer.cancel() + except Exception: + pass + + col_factory = self._column_picker.get_value() + if col_factory is None: + self.set_status("Pick a column first.") + return + + self._overlay_dimmer.layout.display = "flex" + self._suspend_main_rebuild = True + self._detach_main_observers() + + def build_form_for(factory): + column = self._column_cache.get(factory) or self._make_column(factory) + form = self._build_column_form(column) + + def _cache_after_apply(_b): + self._column_cache[factory] = column + model_fn, _ = self._get_selection() + if model_fn is not None: + self._rebuild_model_panel(model_fn, column) + self._column_modal.close() + form._btn_apply.on_click(_cache_after_apply) # noqa: SLF001 + return column, form + + column, form = build_form_for(col_factory) + self._column_modal.open(form.root, title=f"Configure: {getattr(column, 'name', column.__class__.__name__)}") + + def _on_dropdown_change(change: dict): + if change.get("name") != "value" or not self._column_modal.is_open: + return + try: + column2, form2 = build_form_for(change.get("new")) + self._column_modal.set_body(form2.root) + self._column_modal.set_title(f"Configure: {getattr(column2, 'name', column2.__class__.__name__)}") + except Exception as exc: + self._column_modal.set_body(W.HTML(f"Error: {exc}")) + + self._column_picker.widget.observe(_on_dropdown_change, names="value") + + def _on_modal_close(): + try: + self._column_picker.widget.unobserve(_on_dropdown_change, names="value") + except Exception: + pass + self._overlay_dimmer.layout.display = "none" + self._suspend_main_rebuild = False + self._attach_main_observers() + + self._column_modal.add_close_listener(_on_modal_close) + + # ----- Manual mode ----- + def _on_apply(self, _btn: W.Button) -> None: + self.set_status("Manual mode not implemented.") + + def _on_reset(self, _btn: W.Button) -> None: + self.set_status("Reset.") diff --git a/cadetgui/widgets/legacy/elements.py b/cadetgui/widgets/legacy/elements.py new file mode 100644 index 0000000..39c36d7 --- /dev/null +++ b/cadetgui/widgets/legacy/elements.py @@ -0,0 +1,452 @@ +# ========================================= +# File: cadetgui/widgets/elements.py +# ========================================= +from __future__ import annotations + +from abc import ABC, abstractmethod +from typing import Any, Callable, Optional, Sequence, Tuple, TypeVar + +import ipywidgets as W + +__all__ = [ + "Element", + "TextField", + "FloatField", + "BoolField", + "Display", + "ChoiceField", + "ObjectChoiceField", + "Modal", +] + +T = TypeVar("T") + + +class Element(ABC): + """Base class for small reusable form elements.""" + + widget: W.Widget + + @abstractmethod + def get_value(self) -> Any: + """Return the current value.""" + + @abstractmethod + def set_value(self, value: Any) -> None: + """Set the current value.""" + + +class TextField(Element): + """Single-line text input with label.""" + + def __init__(self, *, label: str = "", value: str = "") -> None: + self.widget = W.Text(description=label, value=value) + + def get_value(self) -> str: # type: ignore[override] + return str(self.widget.value) + + def set_value(self, value: Any) -> None: # type: ignore[override] + self.widget.value = str(value) + + +class FloatField(Element): + """Float input with label.""" + + def __init__(self, *, label: str = "", value: float = 0.0) -> None: + self.widget = W.FloatText(description=label, value=float(value)) + + def get_value(self) -> float: # type: ignore[override] + return float(self.widget.value) + + def set_value(self, value: Any) -> None: # type: ignore[override] + self.widget.value = float(value) + + +class BoolField(Element): + """Boolean checkbox with label.""" + + def __init__(self, *, label: str = "", value: bool = False) -> None: + self.widget = W.Checkbox(description=label, value=bool(value)) + + def get_value(self) -> bool: # type: ignore[override] + return bool(self.widget.value) + + def set_value(self, value: Any) -> None: # type: ignore[override] + self.widget.value = bool(value) + + +class Display(Element): + """Read-only HTML display block.""" + + def __init__(self, *, html: str = "") -> None: + self.widget = W.HTML(value=html) + + def get_value(self) -> str: # type: ignore[override] + return str(getattr(self.widget, "value", "")) + + def set_value(self, value: Any) -> None: # type: ignore[override] + self.widget.value = str(value) + + +class FloatListInput(W.VBox): + """Editable list of positive floats with +/− controls (no textarea).""" + + def __init__(self, *, label: str = "", values: list[float] | None = None, + min_val: float = 1e-300, step: float = 1e-6) -> None: + self._min = min_val + self._step = step + self._rows = W.VBox([]) + self._add = W.Button(icon="plus", tooltip="Add value") + self._label = W.Label(label) if label else W.Label() + super().__init__([self._label, self._rows, self._add], + layout=W.Layout(width="100%", min_width="0")) + + for v in (values if values else [0.0]): + self._add_row(float(v) if v is not None else 0.0) + + self._add.on_click(lambda _: self._add_row()) + + def _add_row(self, value: float = 0.0) -> None: + num = W.BoundedFloatText( + value=max(value, self._min), + min=self._min, + step=self._step, + readout_format=".6g", + layout=W.Layout(width="180px", min_width="0", flex="0 0 auto"), + ) + rm = W.Button(icon="trash", tooltip="Remove") + row = W.HBox([num, rm], layout=W.Layout(align_items="center")) + rm.on_click(lambda _b: self._remove_row(row)) + self._rows.children = tuple(list(self._rows.children) + [row]) + + def _remove_row(self, row: W.HBox) -> None: + items = list(self._rows.children) + try: + items.remove(row) + self._rows.children = tuple(items if items else []) + except ValueError: + pass + + @property + def value(self) -> list[float]: + return [float(ch.children[0].value) for ch in self._rows.children] + + +import ipywidgets as W + + +class FloatListField(W.HBox): + """List of positive floats aligned with other fields' description column.""" + + def __init__(self, *, description: str, values: list[float] | None = None, + label_width: str = "140px", min_val: float = 0.0, step: float = 1e-6): + self._min = min_val + self._step = step + self._rows = W.VBox([]) + self._add = W.Button(icon="plus", tooltip="Add value") + label = W.Label(description, layout=W.Layout(width=label_width, flex="0 0 auto")) + + box = W.VBox([self._rows, self._add], layout=W.Layout(width="100%", min_width="0")) + super().__init__([label, box], + layout=W.Layout(align_items="flex-start", width="100%", min_width="0")) + + for v in (values if values else [min_val]): + self._add_row(float(v)) + + self._add.on_click(lambda _: self._add_row(0.0)) + + def _add_row(self, value: float) -> None: + num = W.BoundedFloatText( + value=max(value, self._min), + min=self._min, step=self._step, readout_format=".6g", + layout=W.Layout(width="180px", min_width="0", flex="0 0 auto"), + ) + rm = W.Button(icon="trash", tooltip="Remove") + row = W.HBox([num, rm], layout=W.Layout(align_items="center")) + rm.on_click(lambda _b: self._remove_row(row)) + self._rows.children = tuple(list(self._rows.children) + [row]) + + def _remove_row(self, row: W.HBox) -> None: + items = list(self._rows.children) + if row in items: + items.remove(row) + self._rows.children = tuple(items) + + @property + def value(self) -> list[float]: + return [float(ch.children[0].value) for ch in self._rows.children] + + +class Popup(Element): + """Light-weight pseudo-modal popup using an Accordion.""" + + def __init__(self, *, title: str = "Info", content: Optional[W.Widget] = None) -> None: + body = content or W.HTML("Empty") + acc = W.Accordion(children=[body]) + acc.set_title(0, title) + acc.selected_index = None + self.widget = acc + + def get_value(self) -> None: # type: ignore[override] + return None + + def set_value(self, value: Any) -> None: # type: ignore[override] + pass + + def open(self) -> None: + self.widget.selected_index = 0 # type: ignore[attr-defined] + + def close(self) -> None: + self.widget.selected_index = None # type: ignore[attr-defined] + + +class ChoiceField(Element): + """Dropdown for selecting one option from (label, value) pairs. + + Parameters + ---------- + label : str + Text shown left of the dropdown (ipywidgets 'description'). + options : Sequence[Tuple[str, Any]] + Iterable of (label, value) pairs. + value : Any | None + Initially selected value. If None, uses the first option (if any). + layout : W.Layout | None + Optional ipywidgets layout (width, margin, etc.). + style : dict | None + Optional widget.style overrides, e.g. {"description_width": "90px"}. + disabled : bool + Disable user interaction. + placeholder : str | None + If given and value is None, inserts a non-selectable placeholder label. + class_name : str | None + CSS class to add to the widget (ipywidgets v8: .add_class; v7: ._dom_classes). + """ + + def __init__( + self, + *, + label: str = "", + options: Sequence[Tuple[str, Any]] = (), + value: Any | None = None, + layout: Optional[W.Layout] = None, + style: Optional[dict] = None, + disabled: bool = False, + placeholder: str | None = None, + class_name: str | None = None, + ) -> None: + # Build options (optionally add a placeholder) + self._placeholder = None + if placeholder is not None and (value is None) and len(options) > 0: + # ipywidgets Dropdown doesn't support a true non-selectable option, + # so we insert a unique sentinel value and treat it specially. + self._placeholder = object() + options = [(placeholder, self._placeholder)] + list(options) + + self.widget = W.Dropdown(description=label, options=list(options), disabled=disabled) + + if layout is not None: + self.widget.layout = layout + if style and hasattr(self.widget, "style"): + for k, v in style.items(): + setattr(self.widget.style, k, v) + + if class_name: + # v8 + if hasattr(self.widget, "add_class"): + self.widget.add_class(class_name) + # v7 fallback + elif hasattr(self.widget, "_dom_classes"): + self.widget._dom_classes.add(class_name) + + # Set initial value + try: + if value is not None: + self.widget.value = value + else: + # If placeholder present, select it; else leave default (first option) + if self._placeholder is not None: + self.widget.value = self._placeholder + except Exception: + pass + + # ---- Element API ---- + def get_value(self) -> Any: # type: ignore[override] + v = getattr(self.widget, "value", None) + # If placeholder is selected, behave as though no value is chosen + if self._placeholder is not None and v is self._placeholder: + return None + return v + + def set_value(self, value: Any) -> None: # type: ignore[override] + # Allow setting to None -> move to placeholder (if configured) + if value is None and self._placeholder is not None: + self.widget.value = self._placeholder + else: + self.widget.value = value + + # ---- Convenience helpers ---- + def set_options(self, options: Sequence[Tuple[str, Any]], *, keep_value: bool = True) -> None: + """Replace the options. If keep_value=True, try to keep current value if still present.""" + current = self.widget.value + self.widget.options = list(options) + if keep_value and any(v == current for _, v in self.widget.options): + try: + self.widget.value = current + except Exception: + pass + elif self.widget.options: + # default to first option + try: + self.widget.value = self.widget.options[0][1] + except Exception: + pass + + def add_class(self, name: str) -> None: + if hasattr(self.widget, "add_class"): + self.widget.add_class(name) # v8 + elif hasattr(self.widget, "_dom_classes"): + self.widget._dom_classes.add(name) # v7 + + def disable(self) -> None: + self.widget.disabled = True + + def enable(self) -> None: + self.widget.disabled = False + + +class ObjectChoiceField(ChoiceField): + """Dropdown for arbitrary objects with a label function (or attribute). + + Parameters + ---------- + label : str + Text shown left of the dropdown. + items : list[object] | dict[str, object] + Either a list of objects or a mapping of display label -> object. + label_fn : Callable[[object], str] | None + Function to produce a label for each object (used when items is a list). + fallback_attr : str + Attribute name to read for labels if label_fn is not provided (default: 'name'). + value, layout, style, disabled, placeholder, class_name + Passed through to ChoiceField. + """ + + def __init__( + self, + *, + label: str = "Select:", + items: list[object] | dict[str, object], + label_fn: Optional[Callable[[object], str]] = None, + fallback_attr: str = "name", + value: Any | None = None, + layout: Optional[W.Layout] = None, + style: Optional[dict] = None, + disabled: bool = False, + placeholder: str | None = None, + class_name: str | None = None, + ) -> None: + if isinstance(items, dict): + pairs = [(str(k), v) for k, v in items.items()] + else: + pairs = [] + for obj in items: + if label_fn is not None: + lbl = label_fn(obj) + else: + lbl = getattr(obj, fallback_attr, obj.__class__.__name__) + pairs.append((str(lbl), obj)) + + super().__init__( + label=label, + options=pairs, + value=value, + layout=layout, + style=style, + disabled=disabled, + placeholder=placeholder, + class_name=class_name, + ) + + +class Modal: + def __init__(self, title: str = "Dialog") -> None: + self._title = title + self._on_close: list[Callable[[], None]] = [] + self.is_open = False + + self._overlay = W.Box( + [], + layout=W.Layout( + display="none", + position="absolute", # ⬅ anchor to root stack + top="0", left="0", right="0", bottom="0", + width="100%", height="100%", + justify_content="center", + align_items="flex-start", + background_color="rgba(0,0,0,0.35)", + z_index="10030", # ⬅ top of our stack + pointer_events="auto", + ), + ) + + # The card/panel (above the backdrop) + self._title_html = W.HTML() + self._close_btn = W.Button(description="Close", icon="x") + self._close_btn.on_click(lambda _: self.close()) + + header = W.HBox( + [self._title_html, self._close_btn], + layout=W.Layout(justify_content="space-between", align_items="center", width="100%"), + ) + + self.body = W.Box([], layout=W.Layout(flex="1 1 auto", overflow_y="auto", width="100%")) + + self._panel = W.VBox( + [header, self.body], + layout=W.Layout( + width="min(720px, 90vw)", + max_height="80vh", + overflow="hidden", + padding="16px", + border="1px solid #ccc", + border_radius="12px", + background_color="#fff", + box_shadow="0 8px 24px rgba(0,0,0,0.25)", + # Critical bits: + position="relative", # panel has its own stacking context + z_index="2147483647", # above the backdrop (and everything else) + margin="12px 0 0 0", # near the top (adjust to taste) + pointer_events="auto", # panel captures clicks + ), + ) + + self._overlay.children = [self._panel] + self.widget = self._overlay + self.set_title(title) + + def set_title(self, title: str) -> None: + self._title = title + self._title_html.value = f"

{title}

" + + def set_body(self, content: W.Widget) -> None: + self.body.children = [content] + + def open(self, content: W.Widget, *, title: Optional[str] = None) -> None: + if title: + self.set_title(title) + self.set_body(content) + self._overlay.layout.display = "flex" # ipywidgets Boxes render with 'flex' + self.is_open = True + + def close(self) -> None: + self._overlay.layout.display = "none" + self.body.children = [] + self.is_open = False + for fn in list(self._on_close): + try: fn() + except Exception: pass + self._on_close.clear() + + def add_close_listener(self, fn: Callable[[], None]) -> None: + self._on_close.append(fn) diff --git a/cadetgui/widgets/legacy/form.py b/cadetgui/widgets/legacy/form.py new file mode 100644 index 0000000..c55701e --- /dev/null +++ b/cadetgui/widgets/legacy/form.py @@ -0,0 +1,63 @@ +# ========================================= +# File: cadetgui/widgets/form.py +# ========================================= +from __future__ import annotations + +from typing import Any, Dict, Optional + +import ipywidgets as W + +from ...cadetprocessadapter import ModelSpec +from .base import BaseWidget + +__all__ = ["FormRenderer"] + + +class FormRenderer(BaseWidget): + """Render a ModelSpec into a form and build an object on Apply.""" + + def __init__(self, spec: ModelSpec, *, title: Optional[str] = None) -> None: + self._spec = spec + self._widgets: Dict[str, W.Widget] = {} + self._btn_apply = W.Button(description="Apply", button_style="success") + self._btn_reset = W.Button(description="Reset") + self.built: Any = None + super().__init__(title=title or spec.title) + + def _build_body(self) -> W.Widget: + rows: list[W.Widget] = [] + for f in self._spec.fields: + w = BaseWidget.widget_for_field(f) + self._widgets[f.name] = w + rows.append(w) + actions = W.HBox([self._btn_apply, self._btn_reset]) + return W.VBox(rows + [actions]) + + def _wire_events(self) -> None: + self._btn_apply.on_click(self._on_apply) + self._btn_reset.on_click(self._on_reset) + + def _collect_values(self) -> Dict[str, Any]: + vals: Dict[str, Any] = {} + for f in self._spec.fields: + raw = getattr(self._widgets[f.name], "value", None) + value = f.transform(raw) if f.transform else raw + if f.validate: + f.validate(value) + vals[f.name] = value + return vals + + def _on_apply(self, _btn: W.Button) -> None: + try: + vals = self._collect_values() + if self._spec.build is None: + raise RuntimeError("Spec has no 'build' function.") + self.built = self._spec.build(vals) + self.set_status("Built successfully.") + except Exception as exc: # noqa: BLE001 + self.built = None + self.set_error(exc) + + def _on_reset(self, _btn: W.Button) -> None: + BaseWidget.reset_fields(self._widgets, self._spec.fields) + self.set_status("Reset to defaults.") diff --git a/cadetgui/widgets/legacy/solution.py b/cadetgui/widgets/legacy/solution.py new file mode 100644 index 0000000..58a31c4 --- /dev/null +++ b/cadetgui/widgets/legacy/solution.py @@ -0,0 +1,971 @@ +# ========================================= +# File: cadetgui/widgets/solution.py +# ========================================= +from __future__ import annotations + +from contextlib import redirect_stderr, redirect_stdout +from typing import Any, Callable, Dict, Mapping, Optional, Sequence, Tuple + +import ipywidgets as W +import numpy as np + +from ...simulation import run_process as _default_runner +from .base import BaseWidget + +try: + from collections.abc import Mapping as _MappingABC +except Exception: # pragma: no cover + _MappingABC = dict # type: ignore + +__all__ = ["SolutionWidget", "solution_to_fields_lenmatch"] + +# ---- Optional import for nicer isinstance checks (kept soft) +try: # pragma: no cover - optional convenience + from CADETProcess.fields import Field as _FieldType # type: ignore +except Exception: # pragma: no cover - fallback to duck typing + _FieldType = Any # type: ignore + + +# ---------------------------- +# Generic helpers +# ---------------------------- +def _is_field(obj: Any) -> bool: + """Duck-type check for CADETProcess Field-like objects.""" + if _FieldType is not Any: + try: + return isinstance(obj, _FieldType) + except Exception: + pass + req = ["plot", "sel", "interp", "differentiate", "integrate", "coordinates"] + return all(hasattr(obj, name) for name in req) + + +def _try_plot_result_generic(result: Any, out: W.Output) -> None: + """Best-effort, generic plotting hook (safer checks).""" + try: + import matplotlib.pyplot as plt # type: ignore + from IPython.display import display + with out: + plot_attr = getattr(result, "plot", None) + if callable(plot_attr): + obj = plot_attr() + # Try to display the current figure if one was created + try: + display(plt.gcf()) + except Exception: + pass + return + if isinstance(result, dict) and "t" in result and "y" in result: + t, y = result["t"], result["y"] + plt.figure() + plt.plot(t, y) + plt.xlabel("t") + plt.ylabel("y") + display(plt.gcf()) + else: + print(repr(result)) + except Exception: + pass + + +def _get_attr_or_key(obj: Any, *names: str, default: Any = None) -> Any: + """Return first found attribute or mapping key from names, else default.""" + for n in names: + try: + if hasattr(obj, n): + return getattr(obj, n) + if isinstance(obj, _MappingABC) and n in obj: # type: ignore[arg-type] + return obj[n] + except Exception: + pass + return default + + +def _is_monotonic_increasing(arr: Any) -> bool: + try: + import numpy as _np + a = _np.asarray(arr) + if a.ndim != 1 or a.size < 2: + return False + return _np.all(_np.diff(a) >= 0) + except Exception: + return False + + +# ---------------------------- +# Field builders / coercion +# ---------------------------- +def _best_time_array(obj: Any) -> Any: + """Try to find a plausible time array on an object.""" + cand = _get_attr_or_key(obj, "time", "t") + if cand is not None: + return cand + try: + import numpy as _np + best = None + for name in dir(obj): + if name.startswith("_"): + continue + try: + v = getattr(obj, name) + except Exception: + continue + try: + a = _np.asarray(v) + except Exception: + continue + if a.ndim == 1 and a.size >= 2 and _is_monotonic_increasing(a): + lname = name.lower() + score = 1 + if "time" in lname or lname == "t": + score = 0 + if best is None or score < best[0]: + best = (score, v) + return best[1] if best else None + except Exception: + return None + + +def _pick_data_array(obj: Any, t_len: int) -> Any: + """Pick a plausible data array on an object given a time length.""" + data = _get_attr_or_key(obj, "c", "y", "data", "values", "signal") + if data is not None: + return data + try: + import numpy as _np + best = None + for name in dir(obj): + if name.startswith("_"): + continue + try: + v = getattr(obj, name) + except Exception: + continue + try: + a = _np.asarray(v) + except Exception: + continue + if a.ndim >= 1 and a.shape[0] == t_len: + score = -a.ndim + if best is None or score < best[0]: + best = (score, v) + return best[1] if best else None + except Exception: + return None + + +def _build_field_from_solution(solution: Any, *, name: Optional[str] = None) -> Any: + """Best-effort: turn a SolutionIO.solution-like object into a Field.""" + try: + from CADETProcess.fields import Field as FieldCls # type: ignore + except Exception: + FieldCls = None # type: ignore + + if FieldCls is None: + return solution # Can't build Field without Field class + + t = _get_attr_or_key(solution, "time", "t") + axial = _get_attr_or_key(solution, "axial", "z", "x") + radial = _get_attr_or_key(solution, "radial", "r") + + data = _get_attr_or_key(solution, "c", "y", "data", "values") + comps = _get_attr_or_key(solution, "components", "comp_names", "species") + unit = _get_attr_or_key(solution, "unit", "units") + + if data is None or t is None: + return solution + + coords: Dict[str, Any] = {"time": (t, "s")} + if axial is not None: + coords["axial"] = (axial, "m") + if radial is not None: + coords["radial"] = (radial, "m") + + try: + fld = FieldCls( + coordinates=coords, + data=data, + components=list(comps) if comps is not None else None, + name=name, + unit=unit, + ) + return fld + except Exception: + return solution + + +def _coerce_to_fieldish(result: Any) -> Any: + """Try to coerce common simulation result containers into Field or dict-of-Field.""" + if _is_field(result): + return result + + if isinstance(result, Mapping) and result and all(_is_field(v) for v in result.values()): + return result + + # `.fields` mapping + try: + fields_map = getattr(result, "fields") + if isinstance(fields_map, Mapping) and fields_map and all(_is_field(v) for v in fields_map.values()): + return fields_map + except Exception: + pass + + # `to_fields` / `as_fields` / `to_field` + for meth in ("to_fields", "as_fields", "to_field"): + fn = getattr(result, meth, None) + if callable(fn): + try: + val = fn() + if _is_field(val): + return val + if isinstance(val, Mapping) and val and all(_is_field(v) for v in val.values()): + return val + except Exception: + pass + + # `.solution` mapping with nested SolutionIO → try to build Field + solmap = _get_attr_or_key(result, "solution") + if isinstance(solmap, Mapping) and solmap: + converted: Dict[str, Any] = {} + for unit_name, io_map in solmap.items(): + if isinstance(io_map, Mapping): + for port_name, io in io_map.items(): + sol = _get_attr_or_key(io, "solution") + key = f"{unit_name}:{port_name}" + fld = _build_field_from_solution(sol, name=key) + if _is_field(fld): + converted[key] = fld + elif sol is None: + fld2 = _build_field_from_solution(io, name=key) + if _is_field(fld2): + converted[key] = fld2 + if converted: + return converted + + # Generic mapping: keep Field entries found recursively + if isinstance(result, Mapping) and result: + sub: Dict[str, Any] = {} + for k, v in result.items(): + cv = _coerce_to_fieldish(v) + if _is_field(cv): + sub[k] = cv + if sub: + return sub + + return result + + +# ---------------------------- +# Coordinate normalizer +# ---------------------------- +def _coords_with_units(field: Any) -> Dict[str, Tuple["np.ndarray", Optional[str]]]: + """ + Normalize coordinates to: {dim: (grid_ndarray, unit_or_None)}. + + Prefers xarray attrs when available (field.data[dim].attrs["units"]). + Falls back to field.coordinates and accepts either bare arrays or (values, unit) tuples. + """ + import numpy as np + + # Preferred: via xarray DataArray + try: + da = getattr(field, "data", None) + if da is not None: + out: Dict[str, Tuple[np.ndarray, Optional[str]]] = {} + for dim in da.dims: + vals = np.asarray(da.coords[dim].values) + unit = da.coords[dim].attrs.get("units") + out[dim] = (vals, unit) + return out + except Exception: + pass + + # Fallback: whatever field.coordinates exposes + out: Dict[str, Tuple[np.ndarray, Optional[str]]] = {} + raw = getattr(field, "coordinates", {}) or {} + if isinstance(raw, dict): + for dim, val in raw.items(): + unit = None + arr = val + # Support legacy tuples: (values, unit) + if isinstance(val, tuple) and len(val) == 2: + arr, unit = val + try: + arr = np.asarray(arr) + except Exception: + pass + out[dim] = (arr, unit) + return out + + +# ---------------------------- +# Result transform that really uses solution arrays + real time +# ---------------------------- +def solution_to_fields_lenmatch(res): + """ + Flatten res.solution (unit -> {port -> SolutionIO}) into + { "unit:port": Field } by: + - getting data from io.solution (numpy array) + - inferring T from the data + - locating a unit/global 1D 'time' vector (handles {'values': ...} holders) + - falling back to arange(T) only if necessary + """ + import numpy as np + from CADETProcess.fields import Field # type: ignore + + solmap = getattr(res, "solution", None) + if not isinstance(solmap, Mapping): + return res + + def _safe_arr(x): + try: + return np.asarray(x) + except Exception: + try: + return np.asarray(list(x)) + except Exception: + return None + + def _as_vector(x): + """Extract a vector from common wrappers (dict with 'values', obj.values).""" + if x is None: + return None + # mapping with 'values' + if isinstance(x, Mapping) and "values" in x: + return _safe_arr(x["values"]) + # objects with non-callable .values + vals = getattr(x, "values", None) + if vals is not None and not callable(vals): + return _safe_arr(vals) + # plain array-like + return _safe_arr(x) + + def _scan_time(scope: Mapping, T: int): + """Find a 1D vector of length T in mapping scope, prefer monotonic & 'time' names.""" + best = None + # 1) direct names that may be wrappers + for key in ("time", "t"): + cand = None + if isinstance(scope, Mapping): + if key in scope: + cand = _as_vector(scope[key]) + if cand is not None and cand.ndim == 1 and cand.size == T: + return cand + # 2) nested holders like scope['time'] == {'values': ...} + for k, v in scope.items(): + if isinstance(v, Mapping) and "values" in v: + cand = _safe_arr(v["values"]) + if cand is not None and cand.ndim == 1 and cand.size == T: + return cand + # 3) generic scan of 1D arrays + for k, v in scope.items(): + cand = _as_vector(v) + if cand is None or cand.ndim != 1 or cand.size != T: + continue + return cand + return None + + out: Dict[str, Any] = {} + + for unit, ports in solmap.items(): + if not isinstance(ports, Mapping): + continue + + # Deduce T from any port's data + T = None + for _p, io in ports.items(): + data0 = _as_vector(getattr(io, "solution", None)) + if data0 is None: + continue + if data0.ndim >= 1: + T = int(data0.shape[0]) + break + if T is None: + continue + + # Find a unit-level time first; else global; else synthetic + t = _scan_time(ports, T) + if t is None and isinstance(solmap, Mapping): + gt = _scan_time(solmap, T) + if gt is not None: + t = gt + if t is None: + t = np.arange(T) + + for port, io in ports.items(): + data = _as_vector(getattr(io, "solution", None)) + if data is None or data.ndim < 1: + continue + + # Align time dimension + if data.shape[0] != T and data.shape[-1] == T: + data = np.swapaxes(data, 0, -1) + if data.shape[0] != T: + continue + + coords = {"time": (t, "s")} + comp_names = None + if data.ndim >= 2 and 1 < data.shape[-1] <= 64: + comp_names = [f"C{i}" for i in range(data.shape[-1])] + + try: + out[f"{unit}:{port}"] = Field( + coordinates=coords, + data=data, + components=comp_names, + name=f"{unit}:{port}", + ) + except Exception: + pass + + return out if out else solmap + + +# ---------------------------- +# Widget +# ---------------------------- +class SolutionWidget(BaseWidget): + """Runner/visualizer for CADET-Process processes with Field-aware tooling.""" + + def __init__( + self, + *, + title: Optional[str] = None, + process: Any = None, + config: Optional["ConfigurationWidget"] = None, + runner: Optional[Callable[[Any], Any]] = None, + runner_kwargs: Optional[Dict[str, Any]] = None, + result_transform: Optional[Callable[[Any], Any]] = None, + ) -> None: + self._process: Any | None = None + self._btn_run = W.Button(description="Run simulation", icon="play") + self._btn_clear = W.Button(description="Clear", icon="trash") + self._proc_label = W.HTML("No process set.") + + # Separate outputs: one for the plot, one for logs/stdout/stderr + self._plot_out = W.Output() + self._log_out = W.Output() + + self._show_tb = W.Checkbox(description="Show traceback", value=True) + + self._runner = runner or _default_runner + self._runner_kwargs = runner_kwargs or {} + self._result_transform = result_transform + + # Field-aware UI (created lazily when needed) + self._field_container = W.VBox(layout=W.Layout(display="none")) + self._field_controls: Dict[str, W.Widget] = {} + self._current_result: Any = None # last result object (possibly transformed/coerced) + + # Result inspector UI (always visible after a run) + self._result_info = W.HTML(value="") + self._result_key_dd = W.Dropdown(description="Result key", options=(), layout=W.Layout(width="auto")) + self._result_bar = W.HBox([self._result_info, self._result_key_dd], layout=W.Layout(display="none", gap="12px")) + self._result_key_dd.observe(lambda _ch: self._on_result_key_changed(), names="value") + + # Track a single live figure/axes for reuse when possible + self._fig = None + self._ax = None + + super().__init__(title=title or "Solution") + + if process is not None: + self.set_process(process) + if config is not None: + self.bind_to_config(config) + + # ----- backend helper ----- + def _enable_widget_backend(self) -> None: + """Try to enable ipympl widget backend for interactive plots.""" + try: + import ipympl # noqa: F401 # registers the widget backend if installed + import matplotlib.pyplot as plt + try: + plt.switch_backend("module://ipympl.backend_nbagg") + except Exception: + # May already be using a compatible interactive backend (or switch unsupported here). + pass + except Exception: + # ipympl not installed; fall back to whatever backend is configured. + pass + + # ----- public API ----- + def set_process(self, process: Any) -> None: + self._process = process + self._proc_label.value = ( + f"Process: {getattr(process, 'name', process.__class__.__name__)}" + ) + self.set_status("Ready to run.") + + def bind_to_config(self, config_widget: "ConfigurationWidget") -> None: + # Late import to avoid circular typing issues + from .config import ConfigurationWidget # noqa: WPS433 + + if not isinstance(config_widget, ConfigurationWidget): + raise TypeError("config_widget must be a ConfigurationWidget") + + config_widget.add_listener(self.set_process) + if config_widget.process is not None: + self.set_process(config_widget.process) + + # ----- UI ----- + def _build_body(self) -> W.Widget: + controls = W.HBox([self._btn_run, self._btn_clear, self._show_tb]) + return W.VBox( + [ + W.HBox([self._proc_label, controls]), + self._result_bar, + self._field_container, + self._plot_out, # plot area (single live figure) + self._log_out, # logs/stdout/stderr + ] + ) + + def _wire_events(self) -> None: + self._btn_run.on_click(self._on_run) + self._btn_clear.on_click(self._on_clear) + + # ----- events ----- + def _on_run(self, _btn: W.Button) -> None: + # Fresh run: clear previous outputs + self._plot_out.clear_output() + self._log_out.clear_output() + self._hide_field_ui() + self._hide_result_bar() + self._fig = None + self._ax = None + + if self._process is None: + self.set_error("No process to run. Build one first.") + return + + import io + import traceback as _tb + + capture = bool(self._show_tb.value) + buf_out, buf_err = (io.StringIO(), io.StringIO()) if capture else (None, None) + + try: + if capture: + with redirect_stdout(buf_out), redirect_stderr(buf_err): + raw = self._runner(self._process, **self._runner_kwargs) + else: + raw = self._runner(self._process, **self._runner_kwargs) + + # Optional transform, then coercion to Field-ish structures + result = self._result_transform(raw) if callable(self._result_transform) else raw + result = _coerce_to_fieldish(result) + self._current_result = result + + # Show result meta / selector if needed + self._show_result_bar(result) + + with self._log_out: + if capture: + if buf_out and buf_out.getvalue().strip(): + print("=== stdout ===") + print(buf_out.getvalue(), end="") + if buf_err and buf_err.getvalue().strip(): + print("=== stderr ===") + print(buf_err.getvalue(), end="") + print("Simulation finished.") + + # If it's Field-like, expose Field controls; if mapping try to plot one entry; else fallback + if self._render_field_ui_if_applicable(result): + self.set_status("Field detected — use controls to slice/plot.") + self._plot_field_from_controls() + elif isinstance(result, Mapping): + self._attempt_plot_from_mapping(result) + else: + with self._log_out: + print(repr(result)) + _try_plot_result_generic(result, self._log_out) + self.set_status("Simulation complete.") + + except Exception as exc: # noqa: BLE001 + with self._log_out: + if capture: + tb = _tb.TracebackException.from_exception(exc, capture_locals=True) + if buf_out and buf_out.getvalue().strip(): + print("=== stdout (captured) ===") + print(buf_out.getvalue(), end="") + if buf_err and buf_err.getvalue().strip(): + print("=== stderr (captured) ===") + print(buf_err.getvalue(), end="") + print("=== full traceback (with chained causes) ===") + print("".join(tb.format(chain=True)), end="") + else: + print(f"{exc.__class__.__name__}: {exc}") + self.set_error(f"Simulation error: {exc}") + + def _on_clear(self, _btn: W.Button) -> None: + self._plot_out.clear_output() + self._log_out.clear_output() + self._hide_field_ui() + self._hide_result_bar() + self._fig = None + self._ax = None + self.set_status("Cleared.") + + # ----- Result bar ----- + def _hide_result_bar(self) -> None: + self._result_bar.layout.display = "none" + self._result_info.value = "" + self._result_key_dd.options = () + + def _show_result_bar(self, result: Any) -> None: + typ = type(result).__name__ + if isinstance(result, Mapping): + keys = list(result.keys()) + self._result_info.value = f"Result: Mapping[{len(keys)}], type={typ}" + self._result_key_dd.options = [(str(k), k) for k in keys] + self._result_key_dd.value = keys[0] if keys else None + self._result_bar.layout.display = "flex" + else: + self._result_info.value = f"Result: {typ}" + self._result_key_dd.options = () + self._result_bar.layout.display = "flex" + + def _on_result_key_changed(self) -> None: + if not isinstance(self._current_result, Mapping) or not self._current_result: + return + key = self._result_key_dd.value + val = self._current_result.get(key) + self._log_out.clear_output() + self._hide_field_ui() + if self._render_field_ui_if_applicable(val): + self._plot_field_from_controls() + self.set_status(f"Viewing: {key}") + else: + with self._log_out: + print(repr(val)) + _try_plot_result_generic(val, self._log_out) + self.set_status(f"Viewing: {key}") + + def _attempt_plot_from_mapping(self, mapping: Mapping[str, Any]) -> None: + # Prefer the first Field in the mapping, if any + for k, v in mapping.items(): + if _is_field(v): + self._result_key_dd.value = k + self._on_result_key_changed() # route through the normal path + return + + # Fallback: generic repr/plot of the first entry + first_key = next(iter(mapping.keys())) if mapping else None + val = mapping.get(first_key) if first_key is not None else None + with self._log_out: + print(repr(mapping)) + if first_key is not None: + print("--- First entry ---") + print(repr(val)) + _try_plot_result_generic(val, self._log_out) + self.set_status("No Field found in mapping.") + + # ----- Field-aware UI ----- + def _hide_field_ui(self) -> None: + self._field_container.layout.display = "none" + self._field_container.children = () + self._field_controls.clear() + + def _render_field_ui_if_applicable(self, result: Any) -> bool: + + # Determine the single Field to render controls for + if _is_field(result): + field = result + elif isinstance(result, Mapping) and result and all(_is_field(v) for v in result.values()): + # Use currently selected key from the result bar + key = self._result_key_dd.value + if key is None or key not in result: + key = next(iter(result.keys())) + field = result[key] + else: + return False + + # reset control registry for fresh UI + self._field_controls = {} + + rows: list[W.Widget] = [] + + # Components UI (if any) + components: Sequence[str] | None = getattr(field, "components", None) + showed_component_selector = False + if components is not None and len(components) > 0: + comp_sel = W.SelectMultiple( + description="Components", + options=list(components), + value=tuple(components), + layout=W.Layout(width="420px", height="120px"), + ) + self._field_controls["components"] = comp_sel + comp_sel.observe(lambda _ch: self._plot_field_from_controls(), names="value") + rows.append(comp_sel) + showed_component_selector = True + + # Slicing controls + coords = _coords_with_units(field) + slicer_boxes: list[W.Widget] = [] + numeric_axis_names: list[str] = [] + + for name, (grid, unit) in coords.items(): + # If we've already provided a dedicated components selector, skip duplicating + if name == "component" and showed_component_selector: + continue + + # ensure numpy array for dtype inspection + arr = np.asarray(grid) + is_numeric = np.issubdtype(arr.dtype, np.number) + + ulabel = f"[{unit}]" if unit else "" + if is_numeric: + # numeric axis → checkbox + FloatText + method dropdown + try: + v0 = float(arr[0]) if arr.size else 0.0 + except (TypeError, ValueError): + v0 = 0.0 + + cb_fix = W.Checkbox(description=f"Fix {name} {ulabel}".strip(), value=False) + val = W.FloatText( + description=f"{name}=", + value=v0, + layout=W.Layout(width="220px"), + ) + method = W.Dropdown( + description="method", + options=["exact", "nearest"], + value="exact", + layout=W.Layout(width="150px"), + ) + hb = W.HBox([cb_fix, val, method]) + + self._field_controls[f"fix_{name}"] = cb_fix + self._field_controls[f"val_{name}"] = val + self._field_controls[f"method_{name}"] = method + for w in (cb_fix, val, method): + w.observe(lambda _ch: self._plot_field_from_controls(), names="value") + + slicer_boxes.append(hb) + numeric_axis_names.append(name) + + else: + # categorical axis → multi-select + options = [str(x) for x in arr.tolist()] + sel = W.SelectMultiple( + description=name.capitalize(), + options=options, + value=tuple(options), + layout=W.Layout(width="420px", height="120px"), + ) + self._field_controls[f"sel_{name}"] = sel + sel.observe(lambda _ch: self._plot_field_from_controls(), names="value") + slicer_boxes.append(sel) + + if slicer_boxes: + rows.append(W.VBox([W.HTML("Slicing"), *slicer_boxes])) + + # Interpolation controls (numeric axes only) + if numeric_axis_names: + interp_enable = W.Checkbox(description="Interpolate", value=False) + interp_axis = W.Dropdown( + description="along", + options=numeric_axis_names, + value=numeric_axis_names[0], + ) + interp_points = W.IntText(description="points", value=100) + hb_interp = W.HBox([interp_enable, interp_axis, interp_points]) + self._field_controls["interp_enable"] = interp_enable + self._field_controls["interp_axis"] = interp_axis + self._field_controls["interp_points"] = interp_points + for w in (interp_enable, interp_axis, interp_points): + w.observe(lambda _ch: self._plot_field_from_controls(), names="value") + rows.append(W.VBox([W.HTML("Interpolation"), hb_interp])) + else: + # No numeric axes → disable interpolation UI entirely + interp_note = W.HTML("No numeric axes available for interpolation.") + rows.append(W.VBox([W.HTML("Interpolation"), interp_note])) + + # Calculus controls (numeric axes only) + if numeric_axis_names: + calc_mode = W.Dropdown( + description="Operation", + options=["None", "Differentiate", "Integrate"], + value="None", + ) + calc_axis = W.Dropdown( + description="w.r.t.", + options=numeric_axis_names, + value=numeric_axis_names[0], + ) + hb_calc = W.HBox([calc_mode, calc_axis]) + self._field_controls["calc_mode"] = calc_mode + self._field_controls["calc_axis"] = calc_axis + for w in (calc_mode, calc_axis): + w.observe(lambda _ch: self._plot_field_from_controls(), names="value") + rows.append(W.VBox([W.HTML("Analysis"), hb_calc])) + else: + calc_note = W.HTML("No numeric axes available for analysis.") + rows.append(W.VBox([W.HTML("Analysis"), calc_note])) + + # Plot button (manual trigger in addition to reactive updates) + btn_plot = W.Button(description="Plot", icon="line-chart") + btn_plot.on_click(lambda _b: self._plot_field_from_controls()) + rows.append(btn_plot) + + self._field_container.children = tuple(rows) + self._field_container.layout.display = "block" + return True + + def _gather_slice_kwargs(self) -> Dict[str, Tuple[float, str]]: + kwargs: Dict[str, Tuple[float, str]] = {} + for key, widget in self._field_controls.items(): + if key.startswith("fix_") and isinstance(widget, W.Checkbox) and widget.value: + coord = key[len("fix_") :] + valw = self._field_controls.get(f"val_{coord}") + methw = self._field_controls.get(f"method_{coord}") + if isinstance(valw, W.FloatText) and isinstance(methw, W.Dropdown): + kwargs[coord] = (float(valw.value), str(methw.value)) + return kwargs + + def _get_active_field(self) -> Any: + # If we have a mapping, prefer the currently selected Result key + if isinstance(self._current_result, Mapping): + key = self._result_key_dd.value + if key is not None and key in self._current_result: + return self._current_result[key] + # Otherwise, the result itself is a Field (or something else) + return self._current_result + + def _apply_interpolation(self, fld: Any) -> Any: + enable = self._field_controls.get("interp_enable") + axis = self._field_controls.get("interp_axis") + points = self._field_controls.get("interp_points") + if isinstance(enable, W.Checkbox) and enable.value and isinstance(axis, W.Dropdown) and isinstance(points, W.IntText): + coords = _coords_with_units(fld) + if axis.value in coords: + grid, _unit = coords[axis.value] + if len(grid) >= 2 and points.value > 1: + import numpy as np # local import + new_grid = np.linspace(float(grid[0]), float(grid[-1]), int(points.value)) + try: + return fld.interp(**{axis.value: new_grid}) + except Exception: + return fld + return fld + + def _apply_calculus(self, fld: Any) -> Any: + mode = self._field_controls.get("calc_mode") + axis = self._field_controls.get("calc_axis") + if isinstance(mode, W.Dropdown) and isinstance(axis, W.Dropdown): + try: + if mode.value == "Differentiate" and axis.value: + return fld.differentiate(axis.value) + if mode.value == "Integrate" and axis.value: + return fld.integrate(axis.value) + except Exception: + return fld + return fld + + def _plot_field_from_controls(self) -> None: + # Make the figure area behave like a single live canvas + self._plot_out.clear_output(wait=True) + + # Enable interactive backend if possible (ipympl) + self._enable_widget_backend() + + import matplotlib.pyplot as plt # local import + from IPython.display import display + + fld = self._get_active_field() + if not _is_field(fld): + with self._log_out: + print("No Field to plot.") + return + + fld2 = self._apply_interpolation(fld) + fld3 = self._apply_calculus(fld2) + + # Slicing + slice_kwargs = self._gather_slice_kwargs() + if slice_kwargs: + try: + for coord, (value, method) in slice_kwargs.items(): + if method == "nearest": + fld3 = fld3.sel(**{coord: value}, method="nearest") + else: + fld3 = fld3.sel(**{coord: value}) + except Exception: + pass + + # Component selection (optional) + comp_sel = self._field_controls.get("components") + if isinstance(comp_sel, W.SelectMultiple) and comp_sel.value: + try: + if len(comp_sel.value) == 1: + fld3 = fld3[comp_sel.value[0]] + except Exception: + pass + + # Draw a single figure and show it once in the plot output + try: + with self._plot_out: + ax = None + # Try to reuse an existing axes if Field.plot supports it + if self._ax is not None: + try: + self._ax.clear() + ax = self._ax + except Exception: + ax = None + + if ax is not None: + # Many APIs accept 'ax=...'; try first + try: + ret = fld3.plot({}, ax=ax) + except TypeError: + # fallback: set current axes and let plot create artists + plt.sca(ax) + ret = fld3.plot({}) + else: + # first time (or reuse failed): make a fresh figure + fig, ax = plt.subplots() + ret = fld3.plot({}) + self._fig, self._ax = fig, ax + + # Capture figure reference if plot returned axes + try: + if hasattr(ret, "get_figure"): + self._fig = ret.get_figure() + try: + # if we didn’t create ax above, pull one from ret + self._ax = ret if hasattr(ret, "plot") else getattr(ret, "axes", [None])[0] + except Exception: + pass + else: + # last-resort: current fig/ax + self._fig = plt.gcf() + self._ax = plt.gca() + except Exception: + pass + + # Display exactly once (plot_out was cleared above) + display(self._fig) + + except Exception: + # very defensive fallback (generic plot/print) + with self._plot_out: + try: + coords = _coords_with_units(fld3) + fixed = { + dim: grid[0] + for dim, (grid, _unit) in coords.items() + if hasattr(grid, "__len__") and len(grid) > 0 + } + ret = fld3.plot(fixed) + try: + self._fig = ret.get_figure() if hasattr(ret, "get_figure") else plt.gcf() + display(self._fig) + except Exception: + pass + except Exception: + _try_plot_result_generic(fld3, self._log_out) + + self.set_status("Plotted.") diff --git a/pyproject.toml b/pyproject.toml index 7781c33..94b9bf0 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -24,7 +24,10 @@ classifiers = [ "License :: OSI Approved :: GNU General Public License v3 (GPLv3)", "Intended Audience :: Science/Research" ] -dependencies = [] +dependencies = [ + "anywidget", + "traitlets" +] [dependency-groups] testing = [ From cdbdb856ad006022af0b50743e06f092d1477b56 Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Mon, 7 Sep 2026 12:28:42 +0200 Subject: [PATCH 009/158] Move old widgets to legacy folder --- cadetgui/cadetprocessadapter.py | 2 +- cadetgui/widgets/__init__.py | 38 +- cadetgui/widgets/base.py | 149 ----- cadetgui/widgets/config.py | 562 ------------------ cadetgui/widgets/elements.py | 446 -------------- cadetgui/widgets/form.py | 65 --- cadetgui/widgets/legacy/__init__.py | 38 ++ cadetgui/widgets/solution.py | 876 ---------------------------- 8 files changed, 56 insertions(+), 2120 deletions(-) delete mode 100644 cadetgui/widgets/base.py delete mode 100644 cadetgui/widgets/config.py delete mode 100644 cadetgui/widgets/elements.py delete mode 100644 cadetgui/widgets/form.py create mode 100644 cadetgui/widgets/legacy/__init__.py delete mode 100644 cadetgui/widgets/solution.py diff --git a/cadetgui/cadetprocessadapter.py b/cadetgui/cadetprocessadapter.py index 5f2b237..cd60bf1 100644 --- a/cadetgui/cadetprocessadapter.py +++ b/cadetgui/cadetprocessadapter.py @@ -54,7 +54,7 @@ def parse_float_list(v: Any) -> list[float]: "c_salt_high": FieldSpec("c_salt_high", "float_list", "High-salt buffer", [500.0], transform=parse_float_list), "flow_rate": FieldSpec("flow_rate", "float", "Flow rate", 1.0e-6, validate=require_positive), "feed_duration": FieldSpec("feed_duration", "float", "Feed duration", 60.0, validate=require_positive), - "load_duration": FieldSpec("load_duration", "float", "Load duration", 10.0, validate=require_positive), + "load_duration": FieldSpec("load_duration", "float", "Load duration", 60.0, validate=require_positive), "cycle_time": FieldSpec("cycle_time", "float", "Cycle time", 6000.0, validate=require_positive), "wash_duration": FieldSpec("wash_duration", "float", "Wash duration", 10.0, validate=require_positive), "gradient_duration": FieldSpec("gradient_duration", "float", "Gradient duration", 10.0, validate=require_positive), diff --git a/cadetgui/widgets/__init__.py b/cadetgui/widgets/__init__.py index cee1d28..59d1543 100644 --- a/cadetgui/widgets/__init__.py +++ b/cadetgui/widgets/__init__.py @@ -1,31 +1,31 @@ # ========================================= # File: cadetgui/widgets/__init__.py # ========================================= -"""Composable ipywidgets for CADET-GUI. +"""Composable widgets for CADET-GUI. This subpackage provides: -- elements: small form controls and simple display helpers -- base: BaseWidget and ListenerMixin -- form: FormRenderer to render a ModelSpec to a form -- config: ConfigurationWidget for model+column selection & config -- solution: SolutionWidget to run and visualize simulations +- elements: atomic anywidget input controls (the target implementation) +- legacy: the earlier ipywidgets-based prototype, kept working as reference + material during the anywidget port (see ai-docs/ARCHITECTURE.md) -Public API is re-exported for convenience. +Public API re-exports the legacy prototype for now, since it's what's usable +end-to-end. Update this as anywidget equivalents land. """ -from .elements import ( - Element, - TextField, - FloatField, +from .legacy import ( + BaseWidget, BoolField, + ChoiceField, + ConfigurationWidget, Display, + Element, + FloatField, + FormRenderer, + ListenerMixin, + ObjectChoiceField, Popup, - ChoiceField, - ObjectChoiceField + SolutionWidget, + TextField, ) -from .base import BaseWidget, ListenerMixin -from .form import FormRenderer -from .config import ConfigurationWidget -from .solution import SolutionWidget __all__ = [ "BaseWidget", @@ -38,11 +38,7 @@ "Popup", "ChoiceField", "ObjectChoiceField", - "OverlayModal", "FormRenderer", "ConfigurationWidget", "SolutionWidget", ] - - - diff --git a/cadetgui/widgets/base.py b/cadetgui/widgets/base.py deleted file mode 100644 index 1bda74a..0000000 --- a/cadetgui/widgets/base.py +++ /dev/null @@ -1,149 +0,0 @@ -# ========================================= -# File: cadetgui/widgets/base.py -# ========================================= -from __future__ import annotations - -from abc import ABC, abstractmethod -from typing import Any, Callable, Dict, Optional -from .elements import FloatListInput, FloatListField - -import ipywidgets as W - -__all__ = ["ListenerMixin", "BaseWidget"] - -LABEL_W = "140px" - -def _style_field(w: W.Widget, *, width: str = "300px", label_width: str = LABEL_W, grow: bool = False) -> W.Widget: - if hasattr(w, "layout"): - w.layout.width = "100%" if grow else width - w.layout.min_width = "0" - if not grow: - w.layout.flex = "0 0 auto" - if hasattr(w, "style"): - try: - w.style.description_width = label_width # <<< fixed label column - except Exception: - pass - return w - -class ListenerMixin: - """Reusable mixin that provides listener registration and notification.""" - - def __init__(self) -> None: - self._listeners: list[Callable[[Any], None]] = [] - - def add_listener(self, fn: Callable[[Any], None]) -> None: - """Register a listener callback.""" - self._listeners.append(fn) - - def notify(self, value: Any) -> None: - """Notify all registered listeners with a new value.""" - for fn in list(self._listeners): - try: - fn(value) - except Exception: - pass - - -class BaseWidget(ABC): - """Base widget container with a header, body, and status bar.""" - - def __init__(self, *, title: Optional[str] = None) -> None: - self.title = title or self.__class__.__name__ - self._status = W.HTML("Ready.") - self._header = W.HTML(f"

{self.title}

") - self._body = self._build_body() - self.root = W.VBox([self._header, self._body, self._status]) - self._wire_events() - - @abstractmethod - def _build_body(self) -> W.Widget: - ... - - def _wire_events(self) -> None: - """Connect event handlers (optional override).""" - - def set_status(self, text: str) -> None: - self._status.value = text - - def set_error(self, exc: Exception | str) -> None: - msg = str(exc) if isinstance(exc, Exception) else exc - self._status.value = f"{msg}" - - def run_safe(self, func: Callable[..., Any], *args: Any, **kwargs: Any) -> Any | None: - try: - return func(*args, **kwargs) - except Exception as exc: # noqa: BLE001 - self.set_error(exc) - return None - - @staticmethod - def make_apply_reset(on_apply: Callable[..., Any], on_reset: Callable[..., Any]) -> W.HBox: - btn_apply = W.Button(description="Apply", button_style="success") - btn_reset = W.Button(description="Reset") - btn_apply.on_click(on_apply) - btn_reset.on_click(on_reset) - return W.HBox([btn_apply, btn_reset]) - - @staticmethod - def reset_fields(widgets: Dict[str, W.Widget], specs: list[Any]) -> None: - for f in specs: - w = widgets[f.name] - default = f.default - try: - if f.kind == "float": - w.value = float(default) if default is not None else 0.0 - elif f.kind == "bool": - w.value = bool(default) - elif f.kind == "float_list": - init = ", ".join(map(str, default)) if isinstance(default, (list, tuple)) else str(default or "") - w.value = init - else: - w.value = str(default or "") - except Exception: - pass - - @staticmethod - def widget_for_field(f: Any) -> W.Widget: - label = getattr(f, "label", None) or getattr(f, "name", "") - kind = getattr(f, "kind", "text") - default = getattr(f, "default", None) - - if kind == "float": - w = W.BoundedFloatText( - description=label, - value=float(default) if default is not None else 0, - min=0.0, step=1e-6, readout_format=".6g", - ) - return _style_field(w) - - if kind == "bool": - w = W.Checkbox(description=label, value=bool(default)) - return _style_field(w, width="auto") - - if kind == "float_list": - # see aligned list component below - vals = list(default) if isinstance(default, (list, tuple)) else ( - [float(default)] if default is not None else [] - ) - return FloatListField(description=label, values=vals, label_width=LABEL_W) - - w = W.Text(description=label, value=str(default) if default is not None else "") - return _style_field(w) - - - @staticmethod - def observe_and_rebuild(widget: W.Widget, names: str, rebuild_fn: Callable[[Any], None]) -> None: - def _on_change(change: dict) -> None: - if change.get("name") != names: - return - rebuild_fn(change.get("new")) - - widget.observe(_on_change, names=names) - - def display(self) -> None: - from IPython.display import display as _display - - _display(self.root) - - diff --git a/cadetgui/widgets/config.py b/cadetgui/widgets/config.py deleted file mode 100644 index b7fbc77..0000000 --- a/cadetgui/widgets/config.py +++ /dev/null @@ -1,562 +0,0 @@ -from __future__ import annotations - -from typing import Any, Callable, Optional, Union, Dict -from threading import Timer -import warnings -import ipywidgets as W -from CADETProcess.processModel import ComponentSystem - -from .base import BaseWidget, ListenerMixin -from .elements import ChoiceField, ObjectChoiceField, Modal -from .form import FormRenderer -from ..cadetprocessadapter import ( - DEFAULT_COLUMN_FACTORIES, - MODEL_REGISTRY, - build_column_config_spec, -) - -__all__ = ["ConfigurationWidget"] - -# ---------------------- -# CSS-like layout tokens -# ---------------------- - -CSS_ROOT = W.Layout( - position="relative", - width="100%", - overflow="visible", - display="block", - z_index="0", -) - -CSS_TOOLBAR_WRAP = W.Layout( - position="relative", - width="100%", - overflow="visible", - z_index="0", -) - -# Model & Column pickers row -CSS_TOOLBAR_ROW = W.Layout( - align_items="center", - position="relative", - flex_wrap="wrap", - min_width="0", -) - -# Toolbar popover panel -CSS_TOOLBAR_POPOVER = W.Layout( - display="none", - position="absolute", - top="calc(100% + 8px)", - right="0", - width="420px", - max_height="60vh", - overflow_y="auto", - padding="16px", - border="1px solid #ccc", - border_radius="12px", - background_color="#fff", - box_shadow="0 8px 24px rgba(0,0,0,0.25)", - z_index="10020", -) - -# Main model configuration panel (no horizontal scroll) -CSS_MODEL_PANEL = W.Layout( - min_height="500px", - max_width="400px", - display="block", - overflow_x="hidden", -) - -# Grey overlay dimmer for popovers & modal -CSS_OVERLAY_DIMMER = W.Layout( - display="none", - position="absolute", - top="0", left="0", right="0", bottom="0", - background_color="rgba(0,0,0,0.25)", - z_index="10010", - pointer_events="auto", -) - -# Raise a control above overlays if needed -CSS_RAISE_ABOVE_OVERLAY = dict(position="relative", z_index="10040", pointer_events="auto") - - -# ---------------------- -# Utilities -# ---------------------- - -def _set_attr_path(obj: Any, path: str, value: Any) -> None: - """Set attribute or mapping by dotted path. Supports 'param:Family.key'.""" - if path.startswith("param:"): - _, rest = path.split("param:", 1) - family, key = rest.split(".", 1) - try: - obj.parameter[family][key] = value - return - except Exception: - pass - target = obj - parts = path.split(".") - for part in parts[:-1]: - target = getattr(target, part) - setattr(target, parts[-1], value) - - -# ---------------------- -# Widget -# ---------------------- - -class ConfigurationWidget(BaseWidget, ListenerMixin): - """Unified configuration widget for model/column-based process building. - - - Model Configuration: main panel under the toolbar (builds the process) - - Column Configuration: modal dialog for editing column parameters - """ - - # ----- init & state ----- - def __init__( - self, - *, - title: Optional[str] = None, - registry: Optional[dict[str, Callable[[Any], Any]]] = None, - columns: Optional[Union[list[Any], dict[str, Any]]] = None, - on_built: Optional[Callable[[Any], None]] = None, - spec_builder: Optional[type[FormRenderer]] = None, - ) -> None: - ListenerMixin.__init__(self) - - use_defaults = registry is None or columns is None or spec_builder is None - if use_defaults: - self._DEFAULT_COLUMN_FACTORIES = DEFAULT_COLUMN_FACTORIES - self._can_rebuild_columns = True - self._components_value = 1 - columns = DEFAULT_COLUMN_FACTORIES - registry = MODEL_REGISTRY - spec_builder = FormRenderer - else: - self._DEFAULT_COLUMN_FACTORIES = None - self._can_rebuild_columns = False - self._components_value = None - - # External deps / factories - self._registry = registry - self._columns = columns - self._SpecDriven = spec_builder - self._on_built = on_built - - # Column Config modal - self._column_modal = Modal("Column configuration") - - # State - self._built: Any | None = None - self._column_cache: dict[object, Any] = {} - - # Anti-flicker / concurrency guards - self._suspend_main_rebuild: bool = False - self._toolbar_popover_timer: Optional[Timer] = None - self._toolbar_popover_last_factory: Any = None - - # Detachable observers - self._obs_model_spec = None - self._obs_column_spec = None - - # Controls - self._btn_apply = W.Button(description="Apply", button_style="success") - self._btn_reset = W.Button(description="Reset") - self._btn_open_column_modal = W.Button(description="Configure column…", icon="wrench") - - self._components_field: Optional[W.IntText] = ( - W.IntText(description="Components:", value=self._components_value, min=1) - if self._can_rebuild_columns - else None - ) - - super().__init__(title=title or "Configuration") - - # Public API - @property - def process(self) -> Any | None: - return self._built - - # ----- UI builders ----- - def _build_toolbar_row(self) -> W.Widget: - self._model_picker = ObjectChoiceField(label="Model:", items=self._registry) # type: ignore[arg-type] - self._column_picker = ChoiceField(label="Column:", options=self._column_pairs) - for k, v in CSS_RAISE_ABOVE_OVERLAY.items(): - setattr(self._column_picker.widget.layout, k, v) - - row = W.HBox( - [self._components_field, self._model_picker.widget, self._column_picker.widget, self._btn_open_column_modal], - layout=CSS_TOOLBAR_ROW, - ) - return row - - def _build_toolbar_popover(self) -> W.Widget: - self._toolbar_popover = W.VBox([], layout=CSS_TOOLBAR_POPOVER) - return self._toolbar_popover - - def _build_model_panel(self) -> W.Widget: - self._model_panel = W.Box([], layout=CSS_MODEL_PANEL) - return self._model_panel - - def _build_overlay_dimmer(self) -> W.Widget: - self._overlay_dimmer = W.Box([], layout=CSS_OVERLAY_DIMMER) - return self._overlay_dimmer - - # ----- BaseWidget hooks ----- - def _build_body(self) -> W.Widget: - self._manual_mode = not (self._registry and self._columns) - if self._manual_mode: - self._form_box = W.VBox([]) - self._actions = W.HBox([self._btn_apply, self._btn_reset]) - return W.VBox([self._form_box, self._actions]) - - # Normalize columns - if isinstance(self._columns, dict): - self._column_pairs = list(self._columns.items()) - else: - self._column_pairs = [ - (getattr(c, "name", c.__class__.__name__), c) for c in self._columns - ] - - # Toolbar (row + popover anchored to it) - toolbar_row = self._build_toolbar_row() - self._toolbar_wrap = W.Box([toolbar_row], layout=CSS_TOOLBAR_WRAP) - self._toolbar_popover = self._build_toolbar_popover() - self._toolbar_wrap.children = [toolbar_row, self._toolbar_popover] - - # Model Config panel - self._model_panel = self._build_model_panel() - - # Content - self._content = W.VBox([self._toolbar_wrap, self._model_panel], layout=W.Layout(width="100%")) - - # Overlays: dimmer then column modal, all inside the root - self._overlay_dimmer = self._build_overlay_dimmer() - self._root = W.Box([self._content, self._overlay_dimmer, self._column_modal.widget], layout=CSS_ROOT) - - return W.VBox([self._root]) - - def _wire_events(self) -> None: - if getattr(self, "_manual_mode", False): - self._btn_apply.on_click(self._on_apply) - self._btn_reset.on_click(self._on_reset) - return - - self._attach_main_observers() - self._btn_open_column_modal.on_click(self._open_column_modal) - - # Initialize picks - try: - mopts = list(self._model_picker.widget.options) - if mopts: - self._model_picker.set_value(mopts[0][1]) - copts = list(self._column_picker.widget.options) - if copts: - self._column_picker.set_value(copts[0][1]) - except Exception: - pass - - # Initial form - model_fn, column = self._get_selection() - if model_fn and column: - self._rebuild_model_panel(model_fn, column) - - # Components watcher - if self._components_field: - self._components_field.observe(self._on_components_change, names="value") - - # ----- Toolbar popover helpers ----- - def _show_toolbar_popover(self, content: W.Widget, *, title: str | None = None) -> None: - if getattr(self._column_modal, "is_open", False): - try: - self._column_modal.close() - except Exception: - pass - if title: - title_html = W.HTML(f"

{title}

") - self._toolbar_popover.children = [title_html, content] - else: - self._toolbar_popover.children = [content] - self._toolbar_popover.layout.display = "flex" - self._overlay_dimmer.layout.display = "flex" - - def _hide_toolbar_popover(self) -> None: - self._toolbar_popover.layout.display = "none" - self._toolbar_popover.children = [] - self._overlay_dimmer.layout.display = "none" - - def _open_toolbar_popover_with_live_update( - self, - *, - initial_factory: Any, - rebuild_fn: Callable[[Any], FormRenderer], - title_fn: Callable[[Any], str], - observe_widget: W.Widget, - names: str = "value", - ) -> None: - if getattr(self._column_modal, "is_open", False): - try: - self._column_modal.close() - except Exception: - pass - - self._detach_main_observers() - self._suspend_main_rebuild = True - - def _restore(): - self._suspend_main_rebuild = False - try: - observe_widget.unobserve(_on_change, names=names) - except Exception: - pass - if self._toolbar_popover_timer and self._toolbar_popover_timer.is_alive(): - try: - self._toolbar_popover_timer.cancel() - except Exception: - pass - self._attach_main_observers() - self._hide_toolbar_popover() - - form = rebuild_fn(initial_factory) - self._toolbar_popover_last_factory = initial_factory - self._show_toolbar_popover(form.root, title=title_fn(initial_factory)) - - self._toolbar_popover_timer = None - - def _do_rebuild(factory: Any) -> None: - try: - new_form = rebuild_fn(factory) - self._toolbar_popover_last_factory = factory - self._show_toolbar_popover(new_form.root, title=title_fn(factory)) - except Exception as exc: - self._show_toolbar_popover(W.HTML(f"Error: {exc}")) - - def _on_change(change: dict) -> None: - if change.get("name") != names: - return - factory = change.get("new") - if factory is self._toolbar_popover_last_factory: - return - if self._toolbar_popover_timer and self._toolbar_popover_timer.is_alive(): - try: - self._toolbar_popover_timer.cancel() - except Exception: - pass - self._toolbar_popover_timer = Timer(0.12, _do_rebuild, args=(factory,)) - self._toolbar_popover_timer.start() - - observe_widget.observe(_on_change, names=names) - self._popover_close = _restore # retained attribute name for backward-compat - - # ----- Build helpers (Model/Column) ----- - def _build_model_form(self, model_fn: Callable[[Any], Any], column: Any) -> FormRenderer: - with warnings.catch_warnings(): - warnings.simplefilter("ignore", category=UserWarning) - spec = model_fn(column) - - form = (self._SpecDriven or FormRenderer)(spec) # type: ignore[call-arg] - - def _after_apply(_b: W.Button) -> None: - if getattr(form, "built", None) is not None: - self._built = form.built - if self._on_built: - self._on_built(form.built) - self.notify(self._built) - - form._btn_apply.on_click(_after_apply) # noqa: SLF001 - return form - - def _build_column_form(self, column: Any) -> FormRenderer: - spec = build_column_config_spec(column) - form = FormRenderer(spec) - - spec_apply = getattr(spec, "apply", None) - - def _apply_into_column(_b: W.Button) -> None: - vals: Dict[str, Any] = {} - for f in spec.fields: - raw = getattr(form._widgets[f.name], "value", None) # noqa: SLF001 - val = f.transform(raw) if f.transform else raw - if f.validate: - f.validate(val) - vals[f.name] = val - - if callable(spec_apply): - spec_apply(column, vals) - else: - targets = getattr(spec, "targets", None) or {} - wrote_any = False - for fname, v in vals.items(): - target_path = targets.get(fname) - try: - if target_path: - _set_attr_path(column, target_path, v) - wrote_any = True - elif hasattr(column, fname): - setattr(column, fname, v) - wrote_any = True - except Exception: - pass - if not wrote_any: - for k, v in vals.items(): - try: - column.parameter["LRMP"][k] = v - wrote_any = True - except Exception: - pass - - name = getattr(column, "name", column.__class__.__name__) - self.set_status(f"Updated column parameters for: {name}") - self._hide_toolbar_popover() - - form._btn_apply.on_click(_apply_into_column) # noqa: SLF001 - return form - - # ----- Selection helpers ----- - def _make_column(self, factory: Callable[[ComponentSystem], Any]) -> Any: - if factory in self._column_cache: - return self._column_cache[factory] - cs = ComponentSystem(self._components_field.value if self._components_field else 1) - return factory(cs) - - def _get_selection(self) -> tuple[Callable[[Any], Any] | None, Any | None]: - model_fn = self._model_picker.get_value() if hasattr(self, "_model_picker") else None - col_factory = self._column_picker.get_value() if hasattr(self, "_column_picker") else None - column = self._column_cache.get(col_factory) if callable(col_factory) else col_factory - if column is None and callable(col_factory): - column = self._make_column(col_factory) - return model_fn, column - - # ----- Observers attach/detach ----- - def _attach_main_observers(self) -> None: - if self._obs_model_spec is None: - self._obs_model_spec = lambda ch: self._on_spec_change(ch) - self._model_picker.widget.observe(self._obs_model_spec, names="value") - if self._obs_column_spec is None: - self._obs_column_spec = lambda ch: self._on_spec_change(ch) - self._column_picker.widget.observe(self._obs_column_spec, names="value") - - def _detach_main_observers(self) -> None: - if self._obs_model_spec is not None: - try: - self._model_picker.widget.unobserve(self._obs_model_spec, names="value") - except Exception: - pass - self._obs_model_spec = None - if self._obs_column_spec is not None: - try: - self._column_picker.widget.unobserve(self._obs_column_spec, names="value") - except Exception: - pass - self._obs_column_spec = None - - # ----- Event handlers ----- - def _rebuild_model_panel(self, model_fn: Callable[[Any], Any], column: Any) -> None: - form = self._build_model_form(model_fn, column) - with self._model_panel.hold_trait_notifications(): - self._model_panel.children = [form.root] - self.set_status("Select model & column, configure, then click Apply.") - - def _on_spec_change(self, _change: dict) -> None: - if self._suspend_main_rebuild: - return - model_fn, column = self._get_selection() - if model_fn and column: - self._rebuild_model_panel(model_fn, column) - - def _on_components_change(self, change: dict) -> None: - if not self._can_rebuild_columns or change.get("name") != "value": - return - try: - n = int(change["new"]) # type: ignore[index] - if n < 1: - return - except Exception: - return - - self._column_cache.clear() - self._columns = {name: factory for name, factory in self._DEFAULT_COLUMN_FACTORIES.items()} # type: ignore[union-attr] - pairs = list(self._columns.items()) - self._column_pairs = pairs - self._column_picker.widget.options = pairs - if pairs: - self._column_picker.set_value(pairs[0][1]) - - model_fn, column = self._get_selection() - if model_fn and column: - self._rebuild_model_panel(model_fn, column) - self.set_status(f"Rebuilt columns for {n} component(s).") - - def _open_column_modal(self, _btn): - # Close any live popover sessions - if hasattr(self, "_popover_close"): - try: - self._popover_close() - except Exception: - pass - try: - del self._popover_close - except Exception: - pass - if self._toolbar_popover_timer and self._toolbar_popover_timer.is_alive(): - try: - self._toolbar_popover_timer.cancel() - except Exception: - pass - - col_factory = self._column_picker.get_value() - if col_factory is None: - self.set_status("Pick a column first.") - return - - self._overlay_dimmer.layout.display = "flex" - self._suspend_main_rebuild = True - self._detach_main_observers() - - def build_form_for(factory): - column = self._column_cache.get(factory) or self._make_column(factory) - form = self._build_column_form(column) - def _cache_after_apply(_b): - self._column_cache[factory] = column - model_fn, _ = self._get_selection() - if model_fn is not None: - self._rebuild_model_panel(model_fn, column) - self._column_modal.close() - form._btn_apply.on_click(_cache_after_apply) # noqa: SLF001 - return column, form - - column, form = build_form_for(col_factory) - self._column_modal.open(form.root, title=f"Configure: {getattr(column, 'name', column.__class__.__name__)}") - - def _on_dropdown_change(change: dict): - if change.get("name") != "value" or not self._column_modal.is_open: - return - try: - column2, form2 = build_form_for(change.get("new")) - self._column_modal.set_body(form2.root) - self._column_modal.set_title(f"Configure: {getattr(column2, 'name', column2.__class__.__name__)}") - except Exception as exc: - self._column_modal.set_body(W.HTML(f"Error: {exc}")) - - self._column_picker.widget.observe(_on_dropdown_change, names="value") - - def _on_modal_close(): - try: - self._column_picker.widget.unobserve(_on_dropdown_change, names="value") - except Exception: - pass - self._overlay_dimmer.layout.display = "none" - self._suspend_main_rebuild = False - self._attach_main_observers() - - self._column_modal.add_close_listener(_on_modal_close) - - # ----- Manual mode ----- - def _on_apply(self, _btn: W.Button) -> None: - self.set_status("Manual mode not implemented.") - - def _on_reset(self, _btn: W.Button) -> None: - self.set_status("Reset.") \ No newline at end of file diff --git a/cadetgui/widgets/elements.py b/cadetgui/widgets/elements.py deleted file mode 100644 index eac5203..0000000 --- a/cadetgui/widgets/elements.py +++ /dev/null @@ -1,446 +0,0 @@ -# ========================================= -# File: cadetgui/widgets/elements.py -# ========================================= -from __future__ import annotations - -from abc import ABC, abstractmethod -from typing import Any, Callable, Iterable, Optional, Sequence, Tuple, TypeVar - -import ipywidgets as W - -__all__ = [ - "Element", - "TextField", - "FloatField", - "BoolField", - "Display", - "ChoiceField", - "ObjectChoiceField", - "Modal", -] - -T = TypeVar("T") - - -class Element(ABC): - """Base class for small reusable form elements.""" - - widget: W.Widget - - @abstractmethod - def get_value(self) -> Any: - """Return the current value.""" - - @abstractmethod - def set_value(self, value: Any) -> None: - """Set the current value.""" - - -class TextField(Element): - """Single-line text input with label.""" - - def __init__(self, *, label: str = "", value: str = "") -> None: - self.widget = W.Text(description=label, value=value) - - def get_value(self) -> str: # type: ignore[override] - return str(self.widget.value) - - def set_value(self, value: Any) -> None: # type: ignore[override] - self.widget.value = str(value) - - -class FloatField(Element): - """Float input with label.""" - - def __init__(self, *, label: str = "", value: float = 0.0) -> None: - self.widget = W.FloatText(description=label, value=float(value)) - - def get_value(self) -> float: # type: ignore[override] - return float(self.widget.value) - - def set_value(self, value: Any) -> None: # type: ignore[override] - self.widget.value = float(value) - - -class BoolField(Element): - """Boolean checkbox with label.""" - - def __init__(self, *, label: str = "", value: bool = False) -> None: - self.widget = W.Checkbox(description=label, value=bool(value)) - - def get_value(self) -> bool: # type: ignore[override] - return bool(self.widget.value) - - def set_value(self, value: Any) -> None: # type: ignore[override] - self.widget.value = bool(value) - - -class Display(Element): - """Read-only HTML display block.""" - - def __init__(self, *, html: str = "") -> None: - self.widget = W.HTML(value=html) - - def get_value(self) -> str: # type: ignore[override] - return str(getattr(self.widget, "value", "")) - - def set_value(self, value: Any) -> None: # type: ignore[override] - self.widget.value = str(value) - -class FloatListInput(W.VBox): - """Editable list of positive floats with +/− controls (no textarea).""" - - def __init__(self, *, label: str = "", values: list[float] | None = None, - min_val: float = 1e-300, step: float = 1e-6) -> None: - self._min = min_val - self._step = step - self._rows = W.VBox([]) - self._add = W.Button(icon="plus", tooltip="Add value") - self._label = W.Label(label) if label else W.Label() - super().__init__([self._label, self._rows, self._add], - layout=W.Layout(width="100%", min_width="0")) - - for v in (values if values else [0.0]): - self._add_row(float(v) if v is not None else 0.0) - - self._add.on_click(lambda _: self._add_row()) - - def _add_row(self, value: float = 0.0) -> None: - num = W.BoundedFloatText( - value=max(value, self._min), - min=self._min, - step=self._step, - readout_format=".6g", - layout=W.Layout(width="180px", min_width="0", flex="0 0 auto"), - ) - rm = W.Button(icon="trash", tooltip="Remove") - row = W.HBox([num, rm], layout=W.Layout(align_items="center")) - rm.on_click(lambda _b: self._remove_row(row)) - self._rows.children = tuple(list(self._rows.children) + [row]) - - def _remove_row(self, row: W.HBox) -> None: - items = list(self._rows.children) - try: - items.remove(row) - self._rows.children = tuple(items if items else []) - except ValueError: - pass - - @property - def value(self) -> list[float]: - return [float(ch.children[0].value) for ch in self._rows.children] - -import ipywidgets as W - -class FloatListField(W.HBox): - """List of positive floats aligned with other fields' description column.""" - def __init__(self, *, description: str, values: list[float] | None = None, - label_width: str = "140px", min_val: float = 1e-300, step: float = 1e-6): - self._min = min_val - self._step = step - self._rows = W.VBox([]) - self._add = W.Button(icon="plus", tooltip="Add value") - label = W.Label(description, layout=W.Layout(width=label_width, flex="0 0 auto")) - - box = W.VBox([self._rows, self._add], layout=W.Layout(width="100%", min_width="0")) - super().__init__([label, box], - layout=W.Layout(align_items="flex-start", width="100%", min_width="0")) - - for v in (values if values else [min_val]): - self._add_row(float(v)) - - self._add.on_click(lambda _: self._add_row()) - - def _add_row(self, value: float) -> None: - num = W.BoundedFloatText( - value=max(value, self._min), - min=self._min, step=self._step, readout_format=".6g", - layout=W.Layout(width="180px", min_width="0", flex="0 0 auto"), - ) - rm = W.Button(icon="trash", tooltip="Remove") - row = W.HBox([num, rm], layout=W.Layout(align_items="center")) - rm.on_click(lambda _b: self._remove_row(row)) - self._rows.children = tuple(list(self._rows.children) + [row]) - - def _remove_row(self, row: W.HBox) -> None: - items = list(self._rows.children) - if row in items: - items.remove(row) - self._rows.children = tuple(items) - - @property - def value(self) -> list[float]: - return [float(ch.children[0].value) for ch in self._rows.children] - - -class Popup(Element): - """Light-weight pseudo-modal popup using an Accordion.""" - - def __init__(self, *, title: str = "Info", content: Optional[W.Widget] = None) -> None: - body = content or W.HTML("Empty") - acc = W.Accordion(children=[body]) - acc.set_title(0, title) - acc.selected_index = None - self.widget = acc - - def get_value(self) -> None: # type: ignore[override] - return None - - def set_value(self, value: Any) -> None: # type: ignore[override] - pass - - def open(self) -> None: - self.widget.selected_index = 0 # type: ignore[attr-defined] - - def close(self) -> None: - self.widget.selected_index = None # type: ignore[attr-defined] - -class ChoiceField(Element): - """Dropdown for selecting one option from (label, value) pairs. - - Parameters - ---------- - label : str - Text shown left of the dropdown (ipywidgets 'description'). - options : Sequence[Tuple[str, Any]] - Iterable of (label, value) pairs. - value : Any | None - Initially selected value. If None, uses the first option (if any). - layout : W.Layout | None - Optional ipywidgets layout (width, margin, etc.). - style : dict | None - Optional widget.style overrides, e.g. {"description_width": "90px"}. - disabled : bool - Disable user interaction. - placeholder : str | None - If given and value is None, inserts a non-selectable placeholder label. - class_name : str | None - CSS class to add to the widget (ipywidgets v8: .add_class; v7: ._dom_classes). - """ - - def __init__( - self, - *, - label: str = "", - options: Sequence[Tuple[str, Any]] = (), - value: Any | None = None, - layout: Optional[W.Layout] = None, - style: Optional[dict] = None, - disabled: bool = False, - placeholder: str | None = None, - class_name: str | None = None, - ) -> None: - # Build options (optionally add a placeholder) - self._placeholder = None - if placeholder is not None and (value is None) and len(options) > 0: - # ipywidgets Dropdown doesn't support a true non-selectable option, - # so we insert a unique sentinel value and treat it specially. - self._placeholder = object() - options = [(placeholder, self._placeholder)] + list(options) - - self.widget = W.Dropdown(description=label, options=list(options), disabled=disabled) - - if layout is not None: - self.widget.layout = layout - if style and hasattr(self.widget, "style"): - for k, v in style.items(): - setattr(self.widget.style, k, v) - - if class_name: - # v8 - if hasattr(self.widget, "add_class"): - self.widget.add_class(class_name) - # v7 fallback - elif hasattr(self.widget, "_dom_classes"): - self.widget._dom_classes.add(class_name) - - # Set initial value - try: - if value is not None: - self.widget.value = value - else: - # If placeholder present, select it; else leave default (first option) - if self._placeholder is not None: - self.widget.value = self._placeholder - except Exception: - pass - - # ---- Element API ---- - def get_value(self) -> Any: # type: ignore[override] - v = getattr(self.widget, "value", None) - # If placeholder is selected, behave as though no value is chosen - if self._placeholder is not None and v is self._placeholder: - return None - return v - - def set_value(self, value: Any) -> None: # type: ignore[override] - # Allow setting to None -> move to placeholder (if configured) - if value is None and self._placeholder is not None: - self.widget.value = self._placeholder - else: - self.widget.value = value - - # ---- Convenience helpers ---- - def set_options(self, options: Sequence[Tuple[str, Any]], *, keep_value: bool = True) -> None: - """Replace the options. If keep_value=True, try to keep current value if still present.""" - current = self.widget.value - self.widget.options = list(options) - if keep_value and any(v == current for _, v in self.widget.options): - try: - self.widget.value = current - except Exception: - pass - elif self.widget.options: - # default to first option - try: - self.widget.value = self.widget.options[0][1] - except Exception: - pass - - def add_class(self, name: str) -> None: - if hasattr(self.widget, "add_class"): - self.widget.add_class(name) # v8 - elif hasattr(self.widget, "_dom_classes"): - self.widget._dom_classes.add(name) # v7 - - def disable(self) -> None: - self.widget.disabled = True - - def enable(self) -> None: - self.widget.disabled = False - -class ObjectChoiceField(ChoiceField): - """Dropdown for arbitrary objects with a label function (or attribute). - - Parameters - ---------- - label : str - Text shown left of the dropdown. - items : list[object] | dict[str, object] - Either a list of objects or a mapping of display label -> object. - label_fn : Callable[[object], str] | None - Function to produce a label for each object (used when items is a list). - fallback_attr : str - Attribute name to read for labels if label_fn is not provided (default: 'name'). - value, layout, style, disabled, placeholder, class_name - Passed through to ChoiceField. - """ - - def __init__( - self, - *, - label: str = "Select:", - items: list[object] | dict[str, object], - label_fn: Optional[Callable[[object], str]] = None, - fallback_attr: str = "name", - value: Any | None = None, - layout: Optional[W.Layout] = None, - style: Optional[dict] = None, - disabled: bool = False, - placeholder: str | None = None, - class_name: str | None = None, - ) -> None: - if isinstance(items, dict): - pairs = [(str(k), v) for k, v in items.items()] - else: - pairs = [] - for obj in items: - if label_fn is not None: - lbl = label_fn(obj) - else: - lbl = getattr(obj, fallback_attr, obj.__class__.__name__) - pairs.append((str(lbl), obj)) - - super().__init__( - label=label, - options=pairs, - value=value, - layout=layout, - style=style, - disabled=disabled, - placeholder=placeholder, - class_name=class_name, - ) - -class Modal: - def __init__(self, title: str = "Dialog") -> None: - self._title = title - self._on_close: list[Callable[[], None]] = [] - self.is_open = False - - self._overlay = W.Box( - [], - layout=W.Layout( - display="none", - position="absolute", # ⬅ anchor to root stack - top="0", left="0", right="0", bottom="0", - width="100%", height="100%", - justify_content="center", - align_items="flex-start", - background_color="rgba(0,0,0,0.35)", - z_index="10030", # ⬅ top of our stack - pointer_events="auto", - ), - ) - - - # The card/panel (above the backdrop) - self._title_html = W.HTML() - self._close_btn = W.Button(description="Close", icon="x") - self._close_btn.on_click(lambda _: self.close()) - - header = W.HBox( - [self._title_html, self._close_btn], - layout=W.Layout(justify_content="space-between", align_items="center", width="100%"), - ) - - self.body = W.Box([], layout=W.Layout(flex="1 1 auto", overflow_y="auto", width="100%")) - - self._panel = W.VBox( - [header, self.body], - layout=W.Layout( - width="min(720px, 90vw)", - max_height="80vh", - overflow="hidden", - padding="16px", - border="1px solid #ccc", - border_radius="12px", - background_color="#fff", - box_shadow="0 8px 24px rgba(0,0,0,0.25)", - # Critical bits: - position="relative", # panel has its own stacking context - z_index="2147483647", # above the backdrop (and everything else) - margin="12px 0 0 0", # near the top (adjust to taste) - pointer_events="auto", # panel captures clicks - ), - ) - - self._overlay.children = [self._panel] - self.widget = self._overlay - self.set_title(title) - - def set_title(self, title: str) -> None: - self._title = title - self._title_html.value = f"

{title}

" - - def set_body(self, content: W.Widget) -> None: - self.body.children = [content] - - def open(self, content: W.Widget, *, title: Optional[str] = None) -> None: - if title: - self.set_title(title) - self.set_body(content) - self._overlay.layout.display = "flex" # ipywidgets Boxes render with 'flex' - self.is_open = True - - def close(self) -> None: - self._overlay.layout.display = "none" - self.body.children = [] - self.is_open = False - for fn in list(self._on_close): - try: fn() - except Exception: pass - self._on_close.clear() - - def add_close_listener(self, fn: Callable[[], None]) -> None: - self._on_close.append(fn) \ No newline at end of file diff --git a/cadetgui/widgets/form.py b/cadetgui/widgets/form.py deleted file mode 100644 index 6ea502b..0000000 --- a/cadetgui/widgets/form.py +++ /dev/null @@ -1,65 +0,0 @@ -# ========================================= -# File: cadetgui/widgets/form.py -# ========================================= -from __future__ import annotations - -from typing import Any, Dict, Optional - -import ipywidgets as W - -from .base import BaseWidget -from ..cadetprocessadapter import ModelSpec - -__all__ = ["FormRenderer"] - - -class FormRenderer(BaseWidget): - """Render a ModelSpec into a form and build an object on Apply.""" - - def __init__(self, spec: ModelSpec, *, title: Optional[str] = None) -> None: - self._spec = spec - self._widgets: Dict[str, W.Widget] = {} - self._btn_apply = W.Button(description="Apply", button_style="success") - self._btn_reset = W.Button(description="Reset") - self.built: Any = None - super().__init__(title=title or spec.title) - - def _build_body(self) -> W.Widget: - rows: list[W.Widget] = [] - for f in self._spec.fields: - w = BaseWidget.widget_for_field(f) - self._widgets[f.name] = w - rows.append(w) - actions = W.HBox([self._btn_apply, self._btn_reset]) - return W.VBox(rows + [actions]) - - def _wire_events(self) -> None: - self._btn_apply.on_click(self._on_apply) - self._btn_reset.on_click(self._on_reset) - - def _collect_values(self) -> Dict[str, Any]: - vals: Dict[str, Any] = {} - for f in self._spec.fields: - raw = getattr(self._widgets[f.name], "value", None) - value = f.transform(raw) if f.transform else raw - if f.validate: - f.validate(value) - vals[f.name] = value - return vals - - def _on_apply(self, _btn: W.Button) -> None: - try: - vals = self._collect_values() - if self._spec.build is None: - raise RuntimeError("Spec has no 'build' function.") - self.built = self._spec.build(vals) - self.set_status("Built successfully.") - except Exception as exc: # noqa: BLE001 - self.built = None - self.set_error(exc) - - def _on_reset(self, _btn: W.Button) -> None: - BaseWidget.reset_fields(self._widgets, self._spec.fields) - self.set_status("Reset to defaults.") - - diff --git a/cadetgui/widgets/legacy/__init__.py b/cadetgui/widgets/legacy/__init__.py new file mode 100644 index 0000000..fb74189 --- /dev/null +++ b/cadetgui/widgets/legacy/__init__.py @@ -0,0 +1,38 @@ +# ========================================= +# File: cadetgui/widgets/legacy/__init__.py +# ========================================= +"""ipywidgets-based prototype — reference material for the anywidget port. + +Not the target implementation (see ai-docs/ARCHITECTURE.md). Kept working and +importable so the existing notebook keeps functioning during the port. +""" +from .base import BaseWidget, ListenerMixin +from .config import ConfigurationWidget +from .elements import ( + BoolField, + ChoiceField, + Display, + Element, + FloatField, + ObjectChoiceField, + Popup, + TextField, +) +from .form import FormRenderer +from .solution import SolutionWidget + +__all__ = [ + "BaseWidget", + "ListenerMixin", + "Element", + "TextField", + "FloatField", + "BoolField", + "Display", + "Popup", + "ChoiceField", + "ObjectChoiceField", + "FormRenderer", + "ConfigurationWidget", + "SolutionWidget", +] diff --git a/cadetgui/widgets/solution.py b/cadetgui/widgets/solution.py deleted file mode 100644 index 92b87ab..0000000 --- a/cadetgui/widgets/solution.py +++ /dev/null @@ -1,876 +0,0 @@ -# ========================================= -# File: cadetgui/widgets/solution.py -# ========================================= -from __future__ import annotations - -from typing import Any, Callable, Dict, Optional, Mapping, Sequence, Tuple -from contextlib import redirect_stderr, redirect_stdout - -import ipywidgets as W - -from .base import BaseWidget -from ..simulation import run_process as _default_runner - -try: - from collections.abc import Mapping as _MappingABC -except Exception: # pragma: no cover - _MappingABC = dict # type: ignore - -__all__ = ["SolutionWidget", "solution_to_fields_lenmatch"] - -# ---- Optional import for nicer isinstance checks (kept soft) -try: # pragma: no cover - optional convenience - from CADETProcess.fields import Field as _FieldType # type: ignore -except Exception: # pragma: no cover - fallback to duck typing - _FieldType = Any # type: ignore - - -# ---------------------------- -# Generic helpers -# ---------------------------- -def _is_field(obj: Any) -> bool: - """Duck-type check for CADETProcess Field-like objects.""" - if _FieldType is not Any: - try: - return isinstance(obj, _FieldType) - except Exception: - pass - req = ["plot", "sel", "interp", "differentiate", "integrate", "coordinates"] - return all(hasattr(obj, name) for name in req) - - -def _try_plot_result_generic(result: Any, out: W.Output) -> None: - """Best-effort, generic plotting hook (safer checks).""" - try: - import matplotlib.pyplot as plt # type: ignore - with out: - plot_attr = getattr(result, "plot", None) - if callable(plot_attr): - plot_attr() - return - if isinstance(result, dict) and "t" in result and "y" in result: - t, y = result["t"], result["y"] - plt.figure() - plt.plot(t, y) - plt.xlabel("t") - plt.ylabel("y") - plt.show() - else: - print(repr(result)) - except Exception: - pass - - -def _get_attr_or_key(obj: Any, *names: str, default: Any = None) -> Any: - """Return first found attribute or mapping key from names, else default.""" - for n in names: - try: - if hasattr(obj, n): - return getattr(obj, n) - if isinstance(obj, _MappingABC) and n in obj: # type: ignore[arg-type] - return obj[n] - except Exception: - pass - return default - - -def _is_monotonic_increasing(arr: Any) -> bool: - try: - import numpy as _np - a = _np.asarray(arr) - if a.ndim != 1 or a.size < 2: - return False - return _np.all(_np.diff(a) >= 0) - except Exception: - return False - - -# ---------------------------- -# Field builders / coercion -# ---------------------------- -def _best_time_array(obj: Any) -> Any: - """Try to find a plausible time array on an object.""" - cand = _get_attr_or_key(obj, "time", "t") - if cand is not None: - return cand - try: - import numpy as _np - best = None - for name in dir(obj): - if name.startswith("_"): - continue - try: - v = getattr(obj, name) - except Exception: - continue - try: - a = _np.asarray(v) - except Exception: - continue - if a.ndim == 1 and a.size >= 2 and _is_monotonic_increasing(a): - lname = name.lower() - score = 1 - if "time" in lname or lname == "t": - score = 0 - if best is None or score < best[0]: - best = (score, v) - return best[1] if best else None - except Exception: - return None - - -def _pick_data_array(obj: Any, t_len: int) -> Any: - """Pick a plausible data array on an object given a time length.""" - data = _get_attr_or_key(obj, "c", "y", "data", "values", "signal") - if data is not None: - return data - try: - import numpy as _np - best = None - for name in dir(obj): - if name.startswith("_"): - continue - try: - v = getattr(obj, name) - except Exception: - continue - try: - a = _np.asarray(v) - except Exception: - continue - if a.ndim >= 1 and a.shape[0] == t_len: - score = -a.ndim - if best is None or score < best[0]: - best = (score, v) - return best[1] if best else None - except Exception: - return None - - -def _build_field_from_solution(solution: Any, *, name: Optional[str] = None) -> Any: - """Best-effort: turn a SolutionIO.solution-like object into a Field.""" - try: - from CADETProcess.fields import Field as FieldCls # type: ignore - except Exception: - FieldCls = None # type: ignore - - if FieldCls is None: - return solution # Can't build Field without Field class - - t = _get_attr_or_key(solution, "time", "t") - axial = _get_attr_or_key(solution, "axial", "z", "x") - radial = _get_attr_or_key(solution, "radial", "r") - - data = _get_attr_or_key(solution, "c", "y", "data", "values") - comps = _get_attr_or_key(solution, "components", "comp_names", "species") - unit = _get_attr_or_key(solution, "unit", "units") - - if data is None or t is None: - return solution - - coords: Dict[str, Any] = {"time": (t, "s")} - if axial is not None: - coords["axial"] = (axial, "m") - if radial is not None: - coords["radial"] = (radial, "m") - - try: - fld = FieldCls( - coordinates=coords, - data=data, - components=list(comps) if comps is not None else None, - name=name, - unit=unit, - ) - return fld - except Exception: - return solution - - -def _coerce_to_fieldish(result: Any) -> Any: - """Try to coerce common simulation result containers into Field or dict-of-Field.""" - if _is_field(result): - return result - - if isinstance(result, Mapping) and result and all(_is_field(v) for v in result.values()): - return result - - # `.fields` mapping - try: - fields_map = getattr(result, "fields") - if isinstance(fields_map, Mapping) and fields_map and all(_is_field(v) for v in fields_map.values()): - return fields_map - except Exception: - pass - - # `to_fields` / `as_fields` / `to_field` - for meth in ("to_fields", "as_fields", "to_field"): - fn = getattr(result, meth, None) - if callable(fn): - try: - val = fn() - if _is_field(val): - return val - if isinstance(val, Mapping) and val and all(_is_field(v) for v in val.values()): - return val - except Exception: - pass - - # `.solution` mapping with nested SolutionIO → try to build Field - solmap = _get_attr_or_key(result, "solution") - if isinstance(solmap, Mapping) and solmap: - converted: Dict[str, Any] = {} - for unit_name, io_map in solmap.items(): - if isinstance(io_map, Mapping): - for port_name, io in io_map.items(): - sol = _get_attr_or_key(io, "solution") - key = f"{unit_name}:{port_name}" - fld = _build_field_from_solution(sol, name=key) - if _is_field(fld): - converted[key] = fld - elif sol is None: - fld2 = _build_field_from_solution(io, name=key) - if _is_field(fld2): - converted[key] = fld2 - if converted: - return converted - - # Generic mapping: keep Field entries found recursively - if isinstance(result, Mapping) and result: - sub: Dict[str, Any] = {} - for k, v in result.items(): - cv = _coerce_to_fieldish(v) - if _is_field(cv): - sub[k] = cv - if sub: - return sub - - return result - - -# ---------------------------- -# Coordinate normalizer -# ---------------------------- -def _coords_with_units(field: Any) -> Dict[str, Tuple["np.ndarray", Optional[str]]]: - """ - Normalize coordinates to: {dim: (grid_ndarray, unit_or_None)}. - - Prefers xarray attrs when available (field.data[dim].attrs["units"]). - Falls back to field.coordinates and accepts either bare arrays or (values, unit) tuples. - """ - import numpy as np - - # Preferred: via xarray DataArray - try: - da = getattr(field, "data", None) - if da is not None: - out: Dict[str, Tuple[np.ndarray, Optional[str]]] = {} - for dim in da.dims: - vals = np.asarray(da.coords[dim].values) - unit = da.coords[dim].attrs.get("units") - out[dim] = (vals, unit) - return out - except Exception: - pass - - # Fallback: whatever field.coordinates exposes - out: Dict[str, Tuple[np.ndarray, Optional[str]]] = {} - raw = getattr(field, "coordinates", {}) or {} - if isinstance(raw, dict): - for dim, val in raw.items(): - unit = None - arr = val - # Support legacy tuples: (values, unit) - if isinstance(val, tuple) and len(val) == 2: - arr, unit = val - try: - arr = np.asarray(arr) - except Exception: - pass - out[dim] = (arr, unit) - return out - - -# ---------------------------- -# Result transform that really uses solution arrays + real time -# ---------------------------- -def solution_to_fields_lenmatch(res): - """ - Flatten res.solution (unit -> {port -> SolutionIO}) into - { "unit:port": Field } by: - - getting data from io.solution (numpy array) - - inferring T from the data - - locating a unit/global 1D 'time' vector (handles {'values': ...} holders) - - falling back to arange(T) only if necessary - """ - from CADETProcess.fields import Field # type: ignore - import numpy as np - - solmap = getattr(res, "solution", None) - if not isinstance(solmap, Mapping): - return res - - def _safe_arr(x): - try: - return np.asarray(x) - except Exception: - try: - return np.asarray(list(x)) - except Exception: - return None - - def _as_vector(x): - """Extract a vector from common wrappers (dict with 'values', obj.values).""" - if x is None: - return None - # mapping with 'values' - if isinstance(x, Mapping) and "values" in x: - return _safe_arr(x["values"]) - # objects with non-callable .values - vals = getattr(x, "values", None) - if vals is not None and not callable(vals): - return _safe_arr(vals) - # plain array-like - return _safe_arr(x) - - def _scan_time(scope: Mapping, T: int): - """Find a 1D vector of length T in mapping scope, prefer monotonic & 'time' names.""" - best = None - # 1) direct names that may be wrappers - for key in ("time", "t"): - cand = None - if isinstance(scope, Mapping): - if key in scope: - cand = _as_vector(scope[key]) - if cand is not None and cand.ndim == 1 and cand.size == T: - return cand - # 2) nested holders like scope['time'] == {'values': ...} - for k, v in scope.items(): - if isinstance(v, Mapping) and "values" in v: - cand = _safe_arr(v["values"]) - if cand is not None and cand.ndim == 1 and cand.size == T: - return cand - # 3) generic scan of 1D arrays - for k, v in scope.items(): - cand = _as_vector(v) - if cand is None or cand.ndim != 1 or cand.size != T: - continue - return cand - return None - - out: Dict[str, Any] = {} - - for unit, ports in solmap.items(): - if not isinstance(ports, Mapping): - continue - - # Deduce T from any port's data - T = None - for _p, io in ports.items(): - data0 = _as_vector(getattr(io, "solution", None)) - if data0 is None: - continue - if data0.ndim >= 1: - T = int(data0.shape[0]) - break - if T is None: - continue - - # Find a unit-level time first; else global; else synthetic - t = _scan_time(ports, T) - if t is None and isinstance(solmap, Mapping): - gt = _scan_time(solmap, T) - if gt is not None: - t = gt - if t is None: - t = np.arange(T) - - for port, io in ports.items(): - data = _as_vector(getattr(io, "solution", None)) - if data is None or data.ndim < 1: - continue - - # Align time dimension - if data.shape[0] != T and data.shape[-1] == T: - data = np.swapaxes(data, 0, -1) - if data.shape[0] != T: - continue - - coords = {"time": (t, "s")} - comp_names = None - if data.ndim >= 2 and 1 < data.shape[-1] <= 64: - comp_names = [f"C{i}" for i in range(data.shape[-1])] - - try: - out[f"{unit}:{port}"] = Field( - coordinates=coords, - data=data, - components=comp_names, - name=f"{unit}:{port}", - ) - except Exception: - pass - - return out if out else solmap - - -# ---------------------------- -# Widget -# ---------------------------- -class SolutionWidget(BaseWidget): - """Runner/visualizer for CADET-Process processes with Field-aware tooling.""" - - def __init__( - self, - *, - title: Optional[str] = None, - process: Any = None, - config: Optional["ConfigurationWidget"] = None, - runner: Optional[Callable[[Any], Any]] = None, - runner_kwargs: Optional[Dict[str, Any]] = None, - result_transform: Optional[Callable[[Any], Any]] = None, - ) -> None: - self._process: Any | None = None - self._btn_run = W.Button(description="Run simulation", icon="play") - self._btn_clear = W.Button(description="Clear", icon="trash") - self._proc_label = W.HTML("No process set.") - self._out = W.Output() - self._show_tb = W.Checkbox(description="Show traceback", value=True) - - self._runner = runner or _default_runner - self._runner_kwargs = runner_kwargs or {} - self._result_transform = result_transform - - # Field-aware UI (created lazily when needed) - self._field_container = W.VBox(layout=W.Layout(display="none")) - self._field_controls: Dict[str, W.Widget] = {} - self._current_result: Any = None # last result object (possibly transformed/coerced) - - # Result inspector UI (always visible after a run) - self._result_info = W.HTML(value="") - self._result_key_dd = W.Dropdown(description="Result key", options=(), layout=W.Layout(width="auto")) - self._result_bar = W.HBox([self._result_info, self._result_key_dd], layout=W.Layout(display="none", gap="12px")) - self._result_key_dd.observe(lambda _ch: self._on_result_key_changed(), names="value") - - # Track the last figure we drew so we can close it - self._last_fig = None # type: ignore - - super().__init__(title=title or "Solution") - - if process is not None: - self.set_process(process) - if config is not None: - self.bind_to_config(config) - - # ----- public API ----- - def set_process(self, process: Any) -> None: - self._process = process - self._proc_label.value = ( - f"Process: {getattr(process, 'name', process.__class__.__name__)}" - ) - self.set_status("Ready to run.") - - def bind_to_config(self, config_widget: "ConfigurationWidget") -> None: - # Late import to avoid circular typing issues - from .config import ConfigurationWidget # noqa: WPS433 - - if not isinstance(config_widget, ConfigurationWidget): - raise TypeError("config_widget must be a ConfigurationWidget") - - config_widget.add_listener(self.set_process) - if config_widget.process is not None: - self.set_process(config_widget.process) - - # ----- UI ----- - def _build_body(self) -> W.Widget: - controls = W.HBox([self._btn_run, self._btn_clear, self._show_tb]) - return W.VBox( - [ - W.HBox([self._proc_label, controls]), - self._result_bar, - self._field_container, - self._out, - ] - ) - - def _wire_events(self) -> None: - self._btn_run.on_click(self._on_run) - self._btn_clear.on_click(self._on_clear) - - # ----- events ----- - def _on_run(self, _btn: W.Button) -> None: - self._out.clear_output() - self._hide_field_ui() - self._hide_result_bar() - if self._process is None: - self.set_error("No process to run. Build one first.") - return - - import io - import traceback as _tb - - capture = bool(self._show_tb.value) - buf_out, buf_err = (io.StringIO(), io.StringIO()) if capture else (None, None) - - try: - if capture: - with redirect_stdout(buf_out), redirect_stderr(buf_err): - raw = self._runner(self._process, **self._runner_kwargs) - else: - raw = self._runner(self._process, **self._runner_kwargs) - - # Optional transform, then coercion to Field-ish structures - result = self._result_transform(raw) if callable(self._result_transform) else raw - result = _coerce_to_fieldish(result) - self._current_result = result - - # Show result meta / selector if needed - self._show_result_bar(result) - - with self._out: - if capture: - if buf_out and buf_out.getvalue().strip(): - print("=== stdout ===") - print(buf_out.getvalue(), end="") - if buf_err and buf_err.getvalue().strip(): - print("=== stderr ===") - print(buf_err.getvalue(), end="") - print("Simulation finished.") - - # If it's Field-like, expose Field controls; if mapping try to plot one entry; else fallback - if self._render_field_ui_if_applicable(result): - self.set_status("Field detected — use controls to slice/plot.") - self._plot_field_from_controls() - elif isinstance(result, Mapping): - self._attempt_plot_from_mapping(result) - else: - with self._out: - print(repr(result)) - _try_plot_result_generic(result, self._out) - self.set_status("Simulation complete.") - - except Exception as exc: # noqa: BLE001 - with self._out: - if capture: - tb = _tb.TracebackException.from_exception(exc, capture_locals=True) - if buf_out and buf_out.getvalue().strip(): - print("=== stdout (captured) ===") - print(buf_out.getvalue(), end="") - if buf_err and buf_err.getvalue().strip(): - print("=== stderr (captured) ===") - print(buf_err.getvalue(), end="") - print("=== full traceback (with chained causes) ===") - print("".join(tb.format(chain=True)), end="") - else: - print(f"{exc.__class__.__name__}: {exc}") - self.set_error(f"Simulation error: {exc}") - - def _on_clear(self, _btn: W.Button) -> None: - self._out.clear_output() - self._hide_field_ui() - self._hide_result_bar() - self.set_status("Cleared.") - - # ----- Result bar ----- - def _hide_result_bar(self) -> None: - self._result_bar.layout.display = "none" - self._result_info.value = "" - self._result_key_dd.options = () - - def _show_result_bar(self, result: Any) -> None: - typ = type(result).__name__ - if isinstance(result, Mapping): - keys = list(result.keys()) - self._result_info.value = f"Result: Mapping[{len(keys)}], type={typ}" - self._result_key_dd.options = [(str(k), k) for k in keys] - self._result_key_dd.value = keys[0] if keys else None - self._result_bar.layout.display = "flex" - else: - self._result_info.value = f"Result: {typ}" - self._result_key_dd.options = () - self._result_bar.layout.display = "flex" - - def _on_result_key_changed(self) -> None: - if not isinstance(self._current_result, Mapping) or not self._current_result: - return - key = self._result_key_dd.value - val = self._current_result.get(key) - self._out.clear_output() - self._hide_field_ui() - if self._render_field_ui_if_applicable(val): - self._plot_field_from_controls() - self.set_status(f"Viewing: {key}") - else: - with self._out: - print(repr(val)) - _try_plot_result_generic(val, self._out) - self.set_status(f"Viewing: {key}") - - def _attempt_plot_from_mapping(self, mapping: Mapping[str, Any]) -> None: - # Prefer the first Field in the mapping, if any - for k, v in mapping.items(): - if _is_field(v): - self._result_key_dd.value = k - self._on_result_key_changed() # route through the normal path - return - - # Fallback: generic repr/plot of the first entry - first_key = next(iter(mapping.keys())) if mapping else None - val = mapping.get(first_key) if first_key is not None else None - with self._out: - print(repr(mapping)) - if first_key is not None: - print("--- First entry ---") - print(repr(val)) - _try_plot_result_generic(val, self._out) - self.set_status("No Field found in mapping.") - - # ----- Field-aware UI ----- - def _hide_field_ui(self) -> None: - self._field_container.layout.display = "none" - self._field_container.children = () - self._field_controls.clear() - - def _render_field_ui_if_applicable(self, result: Any) -> bool: - # Determine the single Field to render controls for - if _is_field(result): - field = result - elif isinstance(result, Mapping) and result and all(_is_field(v) for v in result.values()): - # Use currently selected key from the result bar - key = self._result_key_dd.value - if key is None or key not in result: - key = next(iter(result.keys())) - field = result[key] - else: - return False - - rows: list[W.Widget] = [] - - # Components UI (if any) - components: Sequence[str] | None = getattr(field, "components", None) - if components is not None and len(components) > 0: - comp_sel = W.SelectMultiple( - description="Components", - options=list(components), - value=tuple(components), - layout=W.Layout(width="420px", height="120px"), - ) - self._field_controls["components"] = comp_sel - comp_sel.observe(lambda _ch: self._plot_field_from_controls(), names="value") - rows.append(comp_sel) - - # Slicing controls - coords = _coords_with_units(field) - slicer_boxes: list[W.Widget] = [] - for name, (grid, unit) in coords.items(): - ulabel = f"[{unit}]" if unit else "" - cb_fix = W.Checkbox(description=f"Fix {name} {ulabel}".strip(), value=False) - val = W.FloatText( - description=f"{name}=", - value=float(grid[0]) if hasattr(grid, "__len__") and len(grid) > 0 else 0.0, - layout=W.Layout(width="220px"), - ) - method = W.Dropdown( - description="method", - options=["exact", "nearest"], - value="exact", - layout=W.Layout(width="150px"), - ) - hb = W.HBox([cb_fix, val, method]) - self._field_controls[f"fix_{name}"] = cb_fix - self._field_controls[f"val_{name}"] = val - self._field_controls[f"method_{name}"] = method - for w in (cb_fix, val, method): - w.observe(lambda _ch: self._plot_field_from_controls(), names="value") - slicer_boxes.append(hb) - if slicer_boxes: - rows.append(W.VBox([W.HTML("Slicing"), *slicer_boxes])) - - coord_names = list(coords.keys()) - - # Interpolation controls - interp_enable = W.Checkbox(description="Interpolate", value=False) - interp_axis = W.Dropdown( - description="along", - options=coord_names, - value=coord_names[0] if coord_names else None, - ) - interp_points = W.IntText(description="points", value=100) - hb_interp = W.HBox([interp_enable, interp_axis, interp_points]) - self._field_controls["interp_enable"] = interp_enable - self._field_controls["interp_axis"] = interp_axis - self._field_controls["interp_points"] = interp_points - for w in (interp_enable, interp_axis, interp_points): - w.observe(lambda _ch: self._plot_field_from_controls(), names="value") - rows.append(W.VBox([W.HTML("Interpolation"), hb_interp])) - - # Calculus controls - calc_mode = W.Dropdown( - description="Operation", - options=["None", "Differentiate", "Integrate"], - value="None", - ) - calc_axis = W.Dropdown( - description="w.r.t.", - options=coord_names, - value=coord_names[0] if coord_names else None, - ) - hb_calc = W.HBox([calc_mode, calc_axis]) - self._field_controls["calc_mode"] = calc_mode - self._field_controls["calc_axis"] = calc_axis - for w in (calc_mode, calc_axis): - w.observe(lambda _ch: self._plot_field_from_controls(), names="value") - rows.append(W.VBox([W.HTML("Analysis"), hb_calc])) - - # Plot button - btn_plot = W.Button(description="Plot", icon="line-chart") - btn_plot.on_click(lambda _b: self._plot_field_from_controls()) - rows.append(btn_plot) - - self._field_container.children = tuple(rows) - self._field_container.layout.display = "block" - return True - - def _gather_slice_kwargs(self) -> Dict[str, Tuple[float, str]]: - kwargs: Dict[str, Tuple[float, str]] = {} - for key, widget in self._field_controls.items(): - if key.startswith("fix_") and isinstance(widget, W.Checkbox) and widget.value: - coord = key[len("fix_") :] - valw = self._field_controls.get(f"val_{coord}") - methw = self._field_controls.get(f"method_{coord}") - if isinstance(valw, W.FloatText) and isinstance(methw, W.Dropdown): - kwargs[coord] = (float(valw.value), str(methw.value)) - return kwargs - - def _get_active_field(self) -> Any: - # If we have a mapping, prefer the currently selected Result key - if isinstance(self._current_result, Mapping): - key = self._result_key_dd.value - if key is not None and key in self._current_result: - return self._current_result[key] - # Otherwise, the result itself is a Field (or something else) - return self._current_result - - def _apply_interpolation(self, fld: Any) -> Any: - enable = self._field_controls.get("interp_enable") - axis = self._field_controls.get("interp_axis") - points = self._field_controls.get("interp_points") - if isinstance(enable, W.Checkbox) and enable.value and isinstance(axis, W.Dropdown) and isinstance(points, W.IntText): - coords = _coords_with_units(fld) - if axis.value in coords: - grid, _unit = coords[axis.value] - if len(grid) >= 2 and points.value > 1: - import numpy as np # local import - new_grid = np.linspace(float(grid[0]), float(grid[-1]), int(points.value)) - try: - return fld.interp(**{axis.value: new_grid}) - except Exception: - return fld - return fld - - def _apply_calculus(self, fld: Any) -> Any: - mode = self._field_controls.get("calc_mode") - axis = self._field_controls.get("calc_axis") - if isinstance(mode, W.Dropdown) and isinstance(axis, W.Dropdown): - try: - if mode.value == "Differentiate" and axis.value: - return fld.differentiate(axis.value) - if mode.value == "Integrate" and axis.value: - return fld.integrate(axis.value) - except Exception: - return fld - return fld - - def _plot_field_from_controls(self) -> None: - import matplotlib.pyplot as plt # local import - - # Clear UI output (avoid accumulating figures) - self._out.clear_output(wait=True) - - # Close previous figure if we created one - if getattr(self, "_last_fig", None) is not None: - try: - plt.close(self._last_fig) - except Exception: - pass - self._last_fig = None - - fld = self._get_active_field() - if not _is_field(fld): - with self._out: - print("No Field to plot.") - return - - fld2 = self._apply_interpolation(fld) - fld3 = self._apply_calculus(fld2) - - # Slicing - slice_kwargs = self._gather_slice_kwargs() - if slice_kwargs: - try: - for coord, (value, method) in slice_kwargs.items(): - if method == "nearest": - fld3 = fld3.sel(**{coord: value}, method="nearest") - else: - fld3 = fld3.sel(**{coord: value}) - except Exception: - pass - - # Component selection (optional) - comp_sel = self._field_controls.get("components") - if isinstance(comp_sel, W.SelectMultiple) and comp_sel.value: - try: - if len(comp_sel.value) == 1: - fld3 = fld3[comp_sel.value[0]] - except Exception: - pass - - # Try plotting; capture the created figure so we can close it next time - try: - with self._out: - ax_or_axes = fld3.plot({}) - # Try to detect the figure object - try: - fig = None - if hasattr(ax_or_axes, "get_figure"): - fig = ax_or_axes.get_figure() - else: - if hasattr(ax_or_axes, "ravel"): - flat = ax_or_axes.ravel() - if flat and hasattr(flat[0], "get_figure"): - fig = flat[0].get_figure() - if fig is None: - fig = plt.gcf() - self._last_fig = fig - except Exception: - self._last_fig = None - except Exception: - try: - with self._out: - # Fallback: fix all dims at first entry - coords = _coords_with_units(fld3) - fixed = { - dim: grid[0] - for dim, (grid, _unit) in coords.items() - if hasattr(grid, "__len__") and len(grid) > 0 - } - ax_or_axes = fld3.plot(fixed) - try: - fig = None - if hasattr(ax_or_axes, "get_figure"): - fig = ax_or_axes.get_figure() - else: - if hasattr(ax_or_axes, "ravel"): - flat = ax_or_axes.ravel() - if flat and hasattr(flat[0], "get_figure"): - fig = flat[0].get_figure() - if fig is None: - fig = plt.gcf() - self._last_fig = fig - except Exception: - self._last_fig = None - except Exception: - _try_plot_result_generic(fld3, self._out) - self._last_fig = None - - self.set_status("Plotted.") From 6de7fc527a556576eab44ab029fe8a172e438d04 Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Mon, 7 Sep 2026 12:29:26 +0200 Subject: [PATCH 010/158] Transfer ipywidgets to anywidgets --- cadetgui/widgets/elements/__init__.py | 22 +++++ cadetgui/widgets/elements/_shared.css | 66 +++++++++++++++ cadetgui/widgets/elements/base.py | 52 ++++++++++++ cadetgui/widgets/elements/bool_field.js | 36 ++++++++ cadetgui/widgets/elements/bool_field.py | 33 ++++++++ cadetgui/widgets/elements/choice_field.js | 56 +++++++++++++ cadetgui/widgets/elements/choice_field.py | 76 +++++++++++++++++ cadetgui/widgets/elements/float_field.js | 59 +++++++++++++ cadetgui/widgets/elements/float_field.py | 37 +++++++++ cadetgui/widgets/elements/float_list_field.js | 83 +++++++++++++++++++ cadetgui/widgets/elements/float_list_field.py | 34 ++++++++ cadetgui/widgets/elements/text_field.js | 38 +++++++++ cadetgui/widgets/elements/text_field.py | 33 ++++++++ 13 files changed, 625 insertions(+) create mode 100644 cadetgui/widgets/elements/__init__.py create mode 100644 cadetgui/widgets/elements/_shared.css create mode 100644 cadetgui/widgets/elements/base.py create mode 100644 cadetgui/widgets/elements/bool_field.js create mode 100644 cadetgui/widgets/elements/bool_field.py create mode 100644 cadetgui/widgets/elements/choice_field.js create mode 100644 cadetgui/widgets/elements/choice_field.py create mode 100644 cadetgui/widgets/elements/float_field.js create mode 100644 cadetgui/widgets/elements/float_field.py create mode 100644 cadetgui/widgets/elements/float_list_field.js create mode 100644 cadetgui/widgets/elements/float_list_field.py create mode 100644 cadetgui/widgets/elements/text_field.js create mode 100644 cadetgui/widgets/elements/text_field.py diff --git a/cadetgui/widgets/elements/__init__.py b/cadetgui/widgets/elements/__init__.py new file mode 100644 index 0000000..8fafded --- /dev/null +++ b/cadetgui/widgets/elements/__init__.py @@ -0,0 +1,22 @@ +# ========================================= +# File: cadetgui/widgets/elements/__init__.py +# ========================================= +"""Atomic anywidget input controls — the target implementation. + +See ai-docs/ARCHITECTURE.md for the element contract these follow. +""" +from .base import Element +from .bool_field import BoolField +from .choice_field import ChoiceField +from .float_field import FloatField +from .float_list_field import FloatListField +from .text_field import TextField + +__all__ = [ + "Element", + "FloatField", + "TextField", + "BoolField", + "FloatListField", + "ChoiceField", +] diff --git a/cadetgui/widgets/elements/_shared.css b/cadetgui/widgets/elements/_shared.css new file mode 100644 index 0000000..59533f0 --- /dev/null +++ b/cadetgui/widgets/elements/_shared.css @@ -0,0 +1,66 @@ +/* Shared styling for atomic elements. Class names are shared across element + JS files (float_field.js, etc.) so this one stylesheet covers all of them. */ + +.cadetgui-field { + display: flex; + align-items: center; + gap: 0.5rem; + font-family: system-ui, sans-serif; + font-size: 13px; +} + +.cadetgui-field-label { + min-width: 140px; + flex: 0 0 auto; +} + +.cadetgui-field-input { + width: 140px; +} + +.cadetgui-field[aria-invalid="true"] .cadetgui-field-input, +.cadetgui-field-input[aria-invalid="true"] { + border-color: #b00020; +} + +.cadetgui-field-error { + color: #b00020; + font-size: 12px; +} + +.cadetgui-field-error[hidden] { + display: none; +} + +.cadetgui-field-bool { + gap: 0.375rem; +} + +.cadetgui-field-bool .cadetgui-field-label { + min-width: 0; +} + +.cadetgui-field-list { + flex-direction: column; + align-items: flex-start; +} + +.cadetgui-field-list-body { + display: flex; + flex-direction: column; + gap: 0.25rem; +} + +.cadetgui-field-list-row { + display: flex; + align-items: center; + gap: 0.25rem; +} + +.cadetgui-field-list-row input { + width: 140px; +} + +.cadetgui-field-list-add { + width: fit-content; +} diff --git a/cadetgui/widgets/elements/base.py b/cadetgui/widgets/elements/base.py new file mode 100644 index 0000000..9c39cd6 --- /dev/null +++ b/cadetgui/widgets/elements/base.py @@ -0,0 +1,52 @@ +# ========================================= +# File: cadetgui/widgets/elements/base.py +# ========================================= +from __future__ import annotations + +from typing import Any, Callable, Optional + +import anywidget +import traitlets as T + +__all__ = ["Element"] + +Validator = Callable[[Any], Optional[str]] + + +class Element(anywidget.AnyWidget): + """Base for atomic input widgets: value + label + validation, synced to JS. + + Implements the element contract from ai-docs/ARCHITECTURE.md: state via + `error`/`is_valid`, events via traitlets' own `.observe()`. Subclasses define + their own `value` — either a synced trait directly (`FloatField`, `TextField`, + ...) for JSON-safe types, or a plain Python property backed by a different + synced trait (`ChoiceField.selected_index`) when the true value isn't + JSON-serializable (e.g. an arbitrary Python/CADET-Process object) and must + stay server-side. Set `_value_trait_name` to the synced trait that should + trigger re-validation in the latter case. + """ + + label = T.Unicode("").tag(sync=True) + error = T.Unicode("").tag(sync=True) + + _value_trait_name = "value" + + def __init__(self, *, validate: Optional[Validator] = None, **kwargs: Any) -> None: + self._validate_fn = validate + super().__init__(**kwargs) + self.observe(self._run_validate, names=self._value_trait_name) + self._run_validate() + + def _run_validate(self, change: Optional[dict] = None) -> None: + if self._validate_fn is None: + return + try: + message = self._validate_fn(self.value) + except ValueError as exc: + message = str(exc) + self.error = message or "" + + @property + def is_valid(self) -> bool: + """Whether the current value passed validation.""" + return not self.error diff --git a/cadetgui/widgets/elements/bool_field.js b/cadetgui/widgets/elements/bool_field.js new file mode 100644 index 0000000..b69d5b4 --- /dev/null +++ b/cadetgui/widgets/elements/bool_field.js @@ -0,0 +1,36 @@ +function render({ model, el }) { + const wrap = document.createElement("label"); + wrap.className = "cadetgui-field cadetgui-field-bool"; + + const input = document.createElement("input"); + input.type = "checkbox"; + input.checked = Boolean(model.get("value")); + input.addEventListener("change", () => { + model.set("value", input.checked); + model.save_changes(); + }); + wrap.appendChild(input); + + const labelEl = document.createElement("span"); + labelEl.className = "cadetgui-field-label"; + labelEl.textContent = model.get("label"); + wrap.appendChild(labelEl); + + const err = document.createElement("span"); + err.className = "cadetgui-field-error"; + const syncError = () => { + const msg = model.get("error"); + err.textContent = msg; + err.hidden = !msg; + }; + wrap.appendChild(err); + syncError(); + + model.on("change:value", () => { input.checked = Boolean(model.get("value")); }); + model.on("change:error", syncError); + model.on("change:label", () => { labelEl.textContent = model.get("label"); }); + + el.appendChild(wrap); +} + +export default { render }; diff --git a/cadetgui/widgets/elements/bool_field.py b/cadetgui/widgets/elements/bool_field.py new file mode 100644 index 0000000..461e270 --- /dev/null +++ b/cadetgui/widgets/elements/bool_field.py @@ -0,0 +1,33 @@ +# ========================================= +# File: cadetgui/widgets/elements/bool_field.py +# ========================================= +from __future__ import annotations + +from pathlib import Path +from typing import Optional + +import traitlets as T + +from .base import Element, Validator + +__all__ = ["BoolField"] + +_DIR = Path(__file__).parent + + +class BoolField(Element): + """Single labeled checkbox.""" + + value = T.Bool(False).tag(sync=True) + + _esm = _DIR / "bool_field.js" + _css = _DIR / "_shared.css" + + def __init__( + self, + *, + label: str = "", + value: bool = False, + validate: Optional[Validator] = None, + ) -> None: + super().__init__(label=label, value=value, validate=validate) diff --git a/cadetgui/widgets/elements/choice_field.js b/cadetgui/widgets/elements/choice_field.js new file mode 100644 index 0000000..5c34eb5 --- /dev/null +++ b/cadetgui/widgets/elements/choice_field.js @@ -0,0 +1,56 @@ +function render({ model, el }) { + const wrap = document.createElement("label"); + wrap.className = "cadetgui-field"; + + const labelEl = document.createElement("span"); + labelEl.className = "cadetgui-field-label"; + labelEl.textContent = model.get("label"); + wrap.appendChild(labelEl); + + const select = document.createElement("select"); + select.className = "cadetgui-field-input"; + + function syncSelection() { + const idx = model.get("selected_index"); + select.value = idx === null || idx === undefined ? "" : String(idx); + } + + function syncOptions() { + const labels = model.get("option_labels") || []; + select.innerHTML = ""; + labels.forEach((text, i) => { + const opt = document.createElement("option"); + opt.value = String(i); + opt.textContent = text; + select.appendChild(opt); + }); + syncSelection(); + } + + select.addEventListener("change", () => { + model.set("selected_index", select.value === "" ? null : parseInt(select.value, 10)); + model.save_changes(); + }); + wrap.appendChild(select); + + const err = document.createElement("span"); + err.className = "cadetgui-field-error"; + const syncError = () => { + const msg = model.get("error"); + err.textContent = msg; + err.hidden = !msg; + }; + wrap.appendChild(err); + + syncOptions(); + syncError(); + + model.on("change:option_labels", syncOptions); + model.on("change:selected_index", syncSelection); + model.on("change:error", syncError); + model.on("change:label", () => { labelEl.textContent = model.get("label"); }); + + el.appendChild(wrap); +} + +export default { render }; diff --git a/cadetgui/widgets/elements/choice_field.py b/cadetgui/widgets/elements/choice_field.py new file mode 100644 index 0000000..4b4dbcf --- /dev/null +++ b/cadetgui/widgets/elements/choice_field.py @@ -0,0 +1,76 @@ +# ========================================= +# File: cadetgui/widgets/elements/choice_field.py +# ========================================= +from __future__ import annotations + +from pathlib import Path +from typing import Any, List, Optional, Sequence, Tuple + +import traitlets as T + +from .base import Element, Validator + +__all__ = ["ChoiceField"] + +_DIR = Path(__file__).parent + + +class ChoiceField(Element): + """Dropdown selecting one of several (label, value) options. + + `value` may be any Python object, not just JSON-serializable ones — only + the option labels and the selected index cross the anywidget sync boundary; + the label -> value mapping stays server-side (see ai-docs/ARCHITECTURE.md's + Element contract for why). + """ + + option_labels = T.List(T.Unicode()).tag(sync=True) + selected_index = T.Int(allow_none=True, default_value=None).tag(sync=True) + + _value_trait_name = "selected_index" + + _esm = _DIR / "choice_field.js" + _css = _DIR / "_shared.css" + + def __init__( + self, + *, + label: str = "", + options: Sequence[Tuple[str, Any]] = (), + value: Any = None, + validate: Optional[Validator] = None, + ) -> None: + self._options: List[Tuple[str, Any]] = list(options) + index = self._index_of(value) if value is not None else (0 if self._options else None) + super().__init__( + label=label, + option_labels=[opt_label for opt_label, _ in self._options], + selected_index=index, + validate=validate, + ) + + def _index_of(self, value: Any) -> Optional[int]: + for i, (_, v) in enumerate(self._options): + if v == value: + return i + return None + + @property + def value(self) -> Any: + """The currently selected option's value (None if nothing is selected).""" + if self.selected_index is None or not (0 <= self.selected_index < len(self._options)): + return None + return self._options[self.selected_index][1] + + @value.setter + def value(self, new_value: Any) -> None: + self.selected_index = self._index_of(new_value) + + def set_options(self, options: Sequence[Tuple[str, Any]], *, keep_value: bool = True) -> None: + """Replace the options, optionally keeping the current value selected.""" + current = self.value if keep_value else None + self._options = list(options) + self.option_labels = [opt_label for opt_label, _ in self._options] + self.selected_index = self._index_of(current) if current is not None else ( + 0 if self._options else None + ) diff --git a/cadetgui/widgets/elements/float_field.js b/cadetgui/widgets/elements/float_field.js new file mode 100644 index 0000000..9fddef8 --- /dev/null +++ b/cadetgui/widgets/elements/float_field.js @@ -0,0 +1,59 @@ +function render({ model, el }) { + const wrap = document.createElement("label"); + wrap.className = "cadetgui-field"; + + const labelEl = document.createElement("span"); + labelEl.className = "cadetgui-field-label"; + labelEl.textContent = model.get("label"); + wrap.appendChild(labelEl); + + const input = document.createElement("input"); + input.type = "number"; + input.step = "any"; + input.className = "cadetgui-field-input"; + + const syncBounds = () => { + const min = model.get("min"); + const max = model.get("max"); + if (min === null || min === undefined) input.removeAttribute("min"); + else input.min = String(min); + if (max === null || max === undefined) input.removeAttribute("max"); + else input.max = String(max); + }; + const syncValue = () => { + input.value = model.get("value"); + }; + const syncError = () => { + const msg = model.get("error"); + err.textContent = msg; + err.hidden = !msg; + input.setAttribute("aria-invalid", msg ? "true" : "false"); + }; + + syncBounds(); + syncValue(); + + input.addEventListener("change", () => { + const parsed = parseFloat(input.value); + if (!Number.isNaN(parsed)) { + model.set("value", parsed); + model.save_changes(); + } + }); + wrap.appendChild(input); + + const err = document.createElement("span"); + err.className = "cadetgui-field-error"; + wrap.appendChild(err); + syncError(); + + model.on("change:value", syncValue); + model.on("change:min", syncBounds); + model.on("change:max", syncBounds); + model.on("change:error", syncError); + model.on("change:label", () => { labelEl.textContent = model.get("label"); }); + + el.appendChild(wrap); +} + +export default { render }; diff --git a/cadetgui/widgets/elements/float_field.py b/cadetgui/widgets/elements/float_field.py new file mode 100644 index 0000000..0ce7ded --- /dev/null +++ b/cadetgui/widgets/elements/float_field.py @@ -0,0 +1,37 @@ +# ========================================= +# File: cadetgui/widgets/elements/float_field.py +# ========================================= +from __future__ import annotations + +from pathlib import Path +from typing import Optional + +import traitlets as T + +from .base import Element, Validator + +__all__ = ["FloatField"] + +_DIR = Path(__file__).parent + + +class FloatField(Element): + """Single labeled float input with optional min/max bounds.""" + + value = T.Float(0.0).tag(sync=True) + min = T.Float(allow_none=True, default_value=None).tag(sync=True) + max = T.Float(allow_none=True, default_value=None).tag(sync=True) + + _esm = _DIR / "float_field.js" + _css = _DIR / "_shared.css" + + def __init__( + self, + *, + label: str = "", + value: float = 0.0, + min: Optional[float] = None, + max: Optional[float] = None, + validate: Optional[Validator] = None, + ) -> None: + super().__init__(label=label, value=value, min=min, max=max, validate=validate) diff --git a/cadetgui/widgets/elements/float_list_field.js b/cadetgui/widgets/elements/float_list_field.js new file mode 100644 index 0000000..2748f73 --- /dev/null +++ b/cadetgui/widgets/elements/float_list_field.js @@ -0,0 +1,83 @@ +function render({ model, el }) { + const wrap = document.createElement("div"); + wrap.className = "cadetgui-field cadetgui-field-list"; + + const labelEl = document.createElement("span"); + labelEl.className = "cadetgui-field-label"; + labelEl.textContent = model.get("label"); + wrap.appendChild(labelEl); + + const body = document.createElement("div"); + body.className = "cadetgui-field-list-body"; + const rows = document.createElement("div"); + body.appendChild(rows); + + function currentValues() { + return Array.from(rows.querySelectorAll("input")).map((i) => parseFloat(i.value) || 0); + } + + function commit() { + model.set("value", currentValues()); + model.save_changes(); + } + + function addRow(value) { + const row = document.createElement("div"); + row.className = "cadetgui-field-list-row"; + + const input = document.createElement("input"); + input.type = "number"; + input.step = "any"; + input.value = value; + input.addEventListener("change", commit); + row.appendChild(input); + + const rm = document.createElement("button"); + rm.type = "button"; + rm.textContent = "−"; + rm.addEventListener("click", () => { + row.remove(); + commit(); + }); + row.appendChild(rm); + + rows.appendChild(row); + } + + function syncFromModel() { + rows.innerHTML = ""; + const values = model.get("value") || []; + (values.length ? values : [0]).forEach((v) => addRow(v)); + } + + const addBtn = document.createElement("button"); + addBtn.type = "button"; + addBtn.className = "cadetgui-field-list-add"; + addBtn.textContent = "+ add value"; + addBtn.addEventListener("click", () => { + addRow(0); + commit(); + }); + body.appendChild(addBtn); + wrap.appendChild(body); + + const err = document.createElement("span"); + err.className = "cadetgui-field-error"; + const syncError = () => { + const msg = model.get("error"); + err.textContent = msg; + err.hidden = !msg; + }; + wrap.appendChild(err); + + syncFromModel(); + syncError(); + + model.on("change:value", syncFromModel); + model.on("change:error", syncError); + model.on("change:label", () => { labelEl.textContent = model.get("label"); }); + + el.appendChild(wrap); +} + +export default { render }; diff --git a/cadetgui/widgets/elements/float_list_field.py b/cadetgui/widgets/elements/float_list_field.py new file mode 100644 index 0000000..4c6ddb2 --- /dev/null +++ b/cadetgui/widgets/elements/float_list_field.py @@ -0,0 +1,34 @@ +# ========================================= +# File: cadetgui/widgets/elements/float_list_field.py +# ========================================= +from __future__ import annotations + +from pathlib import Path +from typing import List, Optional, Sequence + +import traitlets as T + +from .base import Element, Validator + +__all__ = ["FloatListField"] + +_DIR = Path(__file__).parent + + +class FloatListField(Element): + """Editable list of floats with add/remove rows.""" + + value = T.List(T.Float()).tag(sync=True) + + _esm = _DIR / "float_list_field.js" + _css = _DIR / "_shared.css" + + def __init__( + self, + *, + label: str = "", + value: Optional[Sequence[float]] = None, + validate: Optional[Validator] = None, + ) -> None: + values: List[float] = [float(v) for v in value] if value else [0.0] + super().__init__(label=label, value=values, validate=validate) diff --git a/cadetgui/widgets/elements/text_field.js b/cadetgui/widgets/elements/text_field.js new file mode 100644 index 0000000..fd95899 --- /dev/null +++ b/cadetgui/widgets/elements/text_field.js @@ -0,0 +1,38 @@ +function render({ model, el }) { + const wrap = document.createElement("label"); + wrap.className = "cadetgui-field"; + + const labelEl = document.createElement("span"); + labelEl.className = "cadetgui-field-label"; + labelEl.textContent = model.get("label"); + wrap.appendChild(labelEl); + + const input = document.createElement("input"); + input.type = "text"; + input.className = "cadetgui-field-input"; + input.value = model.get("value"); + input.addEventListener("change", () => { + model.set("value", input.value); + model.save_changes(); + }); + wrap.appendChild(input); + + const err = document.createElement("span"); + err.className = "cadetgui-field-error"; + const syncError = () => { + const msg = model.get("error"); + err.textContent = msg; + err.hidden = !msg; + input.setAttribute("aria-invalid", msg ? "true" : "false"); + }; + wrap.appendChild(err); + syncError(); + + model.on("change:value", () => { input.value = model.get("value"); }); + model.on("change:error", syncError); + model.on("change:label", () => { labelEl.textContent = model.get("label"); }); + + el.appendChild(wrap); +} + +export default { render }; diff --git a/cadetgui/widgets/elements/text_field.py b/cadetgui/widgets/elements/text_field.py new file mode 100644 index 0000000..2211a17 --- /dev/null +++ b/cadetgui/widgets/elements/text_field.py @@ -0,0 +1,33 @@ +# ========================================= +# File: cadetgui/widgets/elements/text_field.py +# ========================================= +from __future__ import annotations + +from pathlib import Path +from typing import Optional + +import traitlets as T + +from .base import Element, Validator + +__all__ = ["TextField"] + +_DIR = Path(__file__).parent + + +class TextField(Element): + """Single labeled text input.""" + + value = T.Unicode("").tag(sync=True) + + _esm = _DIR / "text_field.js" + _css = _DIR / "_shared.css" + + def __init__( + self, + *, + label: str = "", + value: str = "", + validate: Optional[Validator] = None, + ) -> None: + super().__init__(label=label, value=value, validate=validate) From a37653daff4395bb0086c5fa725bd54c218e9964 Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Mon, 7 Sep 2026 12:29:33 +0200 Subject: [PATCH 011/158] Update tests --- tests/display_widgets.ipynb | 258 +++++++++++++----------------------- tests/test_elements.py | 123 +++++++++++++++++ 2 files changed, 217 insertions(+), 164 deletions(-) create mode 100644 tests/test_elements.py diff --git a/tests/display_widgets.ipynb b/tests/display_widgets.ipynb index 33eaa93..58001f2 100644 --- a/tests/display_widgets.ipynb +++ b/tests/display_widgets.ipynb @@ -2,22 +2,32 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": 3, "id": "2d5d3b56", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] + } + ], "source": [ "from cadetgui.widgets import ConfigurationWidget, SolutionWidget\n", "from CADETProcess.simulator import Cadet\n", "\n", "\n", "%load_ext autoreload\n", - "%autoreload 2" + "%autoreload 2\n", + "%matplotlib widget" ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 4, "id": "75d29533", "metadata": {}, "outputs": [], @@ -129,14 +139,14 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "id": "a9c1028e", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "601b228532044f659b1af38ac1ed86bf", + "model_id": "1d6baee5a108410486c19789cb58b274", "version_major": 2, "version_minor": 0 }, @@ -150,7 +160,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "3ccf579e3b6348b489b07efed2841ca0", + "model_id": "601dd86ed3be477c8c74fa413c2bc566", "version_major": 2, "version_minor": 0 }, @@ -163,9 +173,24 @@ }, { "data": { - "image/png": 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", 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", 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", 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" + "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, @@ -195,23 +235,10 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 7, "id": "ee3a618f", "metadata": {}, - "outputs": [ - { - "ename": "TypeError", - "evalue": "Expected Process", - "output_type": "error", - "traceback": [ - "\u001b[31m---------------------------------------------------------------------------\u001b[39m", - "\u001b[31mTypeError\u001b[39m Traceback (most recent call last)", - "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[4]\u001b[39m\u001b[32m, line 4\u001b[39m\n\u001b[32m 2\u001b[39m sim = Cadet()\n\u001b[32m 3\u001b[39m sim.evaluate_stationarity=\u001b[38;5;28;01mFalse\u001b[39;00m\n\u001b[32m----> \u001b[39m\u001b[32m4\u001b[39m res = \u001b[43msim\u001b[49m\u001b[43m.\u001b[49m\u001b[43msimulate\u001b[49m\u001b[43m(\u001b[49m\u001b[43mguiprocess\u001b[49m\u001b[43m)\u001b[49m\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/CADET/CADET-Process/CADETProcess/simulator/simulator.py:261\u001b[39m, in \u001b[36mSimulatorBase.simulate\u001b[39m\u001b[34m(self, process, previous_results, **kwargs)\u001b[39m\n\u001b[32m 227\u001b[39m \u001b[38;5;250m\u001b[39m\u001b[33;03m\"\"\"\u001b[39;00m\n\u001b[32m 228\u001b[39m \u001b[33;03mSimulate the process.\u001b[39;00m\n\u001b[32m 229\u001b[39m \n\u001b[32m (...)\u001b[39m\u001b[32m 258\u001b[39m \u001b[33;03mrun\u001b[39;00m\n\u001b[32m 259\u001b[39m \u001b[33;03m\"\"\"\u001b[39;00m\n\u001b[32m 260\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(process, Process):\n\u001b[32m--> \u001b[39m\u001b[32m261\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mTypeError\u001b[39;00m(\u001b[33m\"\u001b[39m\u001b[33mExpected Process\u001b[39m\u001b[33m\"\u001b[39m)\n\u001b[32m 263\u001b[39m process.lock = \u001b[38;5;28;01mTrue\u001b[39;00m\n\u001b[32m 264\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m process.check_config():\n", - "\u001b[31mTypeError\u001b[39m: Expected Process" - ] - } - ], + "outputs": [], "source": [ "guiprocess = cfg.process\n", "sim = Cadet()\n", @@ -226,15 +253,18 @@ "metadata": {}, "outputs": [ { - "ename": "NameError", - "evalue": "name 'SolutionWidget' is not defined", - "output_type": "error", - "traceback": [ - "\u001b[31m---------------------------------------------------------------------------\u001b[39m", - "\u001b[31mNameError\u001b[39m Traceback (most recent call last)", - "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[8]\u001b[39m\u001b[32m, line 1\u001b[39m\n\u001b[32m----> \u001b[39m\u001b[32m1\u001b[39m sol = \u001b[43mSolutionWidget\u001b[49m(config=cfg, result_transform=solution_to_fields_lenmatch_v3)\n\u001b[32m 2\u001b[39m sol.display()\n", - "\u001b[31mNameError\u001b[39m: name 'SolutionWidget' is not defined" - ] + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "e5a6626c3e7348a7814d2c0a071ebb3a", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "VBox(children=(HTML(value=\"

Solution

\"), VBox(children=(HBox(children=(HTML(value=' \u001b[39m\u001b[32m23\u001b[39m res = \u001b[43msim\u001b[49m\u001b[43m.\u001b[49m\u001b[43msimulate\u001b[49m\u001b[43m(\u001b[49m\u001b[43mguiprocess\u001b[49m\u001b[43m)\u001b[49m\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/CADET/CADET-Process/CADETProcess/simulator/simulator.py:265\u001b[39m, in \u001b[36mSimulatorBase.simulate\u001b[39m\u001b[34m(self, process, previous_results, **kwargs)\u001b[39m\n\u001b[32m 263\u001b[39m process.lock = \u001b[38;5;28;01mTrue\u001b[39;00m\n\u001b[32m 264\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m process.check_config():\n\u001b[32m--> \u001b[39m\u001b[32m265\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m CADETProcessError(\u001b[33m\"\u001b[39m\u001b[33mProcess is not configured correctly.\u001b[39m\u001b[33m\"\u001b[39m)\n\u001b[32m 267\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m.n_cycles_max < \u001b[38;5;28mself\u001b[39m.n_cycles_min:\n\u001b[32m 268\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[32m 269\u001b[39m \u001b[33m\"\u001b[39m\u001b[33mn_cycles_max is set lower than n_cycles_min \u001b[39m\u001b[33m\"\u001b[39m\n\u001b[32m 270\u001b[39m \u001b[33mf\u001b[39m\u001b[33m\"\u001b[39m\u001b[33m(\u001b[39m\u001b[38;5;132;01m{\u001b[39;00m\u001b[38;5;28mself\u001b[39m.n_cycles_max\u001b[38;5;132;01m}\u001b[39;00m\u001b[33m vs \u001b[39m\u001b[38;5;132;01m{\u001b[39;00m\u001b[38;5;28mself\u001b[39m.n_cycles_min\u001b[38;5;132;01m}\u001b[39;00m\u001b[33m). \u001b[39m\u001b[33m\"\u001b[39m\n\u001b[32m 271\u001b[39m )\n", - "\u001b[31mCADETProcessError\u001b[39m: Process is not configured correctly." - ] - } - ], + "outputs": [], "source": [ "from CADETProcess.modelBuilder import CLR\n", "from CADETProcess.processModel import LumpedRateModelWithoutPores, ComponentSystem\n", @@ -299,7 +308,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 10, "id": "e686ffc1", "metadata": {}, "outputs": [ @@ -307,109 +316,15 @@ "data": { "text/plain": [ "array([[ 0.00000000e+00],\n", - " [-3.12329136e-27],\n", - " [-5.64527625e-13],\n", - " [ 7.71548992e-03],\n", - " [ 5.92374229e-01],\n", - " [ 7.34168509e-01],\n", - " [ 8.11728716e-01],\n", - " [ 8.61702449e-01],\n", - " [ 8.96708935e-01],\n", - " [ 9.22287169e-01],\n", - " [ 9.41360151e-01],\n", - " [ 9.55712480e-01],\n", - " [ 9.66553360e-01],\n", - " [ 9.66707245e-01],\n", - " [ 3.88578281e-01],\n", - " [ 2.51472807e-01],\n", - " [ 1.77452239e-01],\n", - " [ 1.30151952e-01],\n", - " [ 9.71629064e-02],\n", - " [ 7.31046615e-02],\n", - " [ 5.51772577e-02],\n", - " [ 4.16869916e-02],\n", - " [ 3.14946846e-02],\n", - " [ 2.37838278e-02],\n", - " [ 1.79496622e-02],\n", - " [ 1.35373428e-02],\n", - " [ 1.02025188e-02],\n", - " [ 7.68403649e-03],\n", - " [ 5.78367193e-03],\n", - " [ 4.34994541e-03],\n", - " [ 3.27041258e-03],\n", - " [ 2.45628989e-03],\n", - " [ 1.84424129e-03],\n", - " [ 1.38387840e-03],\n", - " [ 1.03788993e-03],\n", - " [ 7.77996244e-04],\n", - " [ 5.82885187e-04],\n", - " [ 4.36491171e-04],\n", - " [ 3.26712047e-04],\n", - " [ 2.44432073e-04],\n", - " [ 1.82792887e-04],\n", - " [ 1.36640914e-04],\n", - " [ 1.02098182e-04],\n", - " [ 7.62564179e-05],\n", - " [ 5.69335653e-05],\n", - " [ 4.24907607e-05],\n", - " [ 3.16999003e-05],\n", - " [ 2.36411884e-05],\n", - " [ 1.76246994e-05],\n", - " [ 1.31352069e-05],\n", - " [ 9.78572152e-06],\n", - " [ 7.28811058e-06],\n", - " [ 5.42644479e-06],\n", - " [ 4.03834597e-06],\n", - " [ 3.00567971e-06],\n", - " [ 2.23474372e-06],\n", - " [ 1.66307493e-06],\n", - " [ 1.23528368e-06],\n", - " [ 9.19219112e-07],\n", - " [ 6.82021439e-07],\n", - " [ 5.07502126e-07],\n", - " [ 3.76014557e-07],\n", - " [ 2.79899933e-07],\n", - " [ 2.06963772e-07],\n", - " [ 1.54294736e-07],\n", - " [ 1.16654077e-07],\n", - " [ 8.46181787e-08],\n", - " [ 6.20847278e-08],\n", - " [ 4.61102342e-08],\n", - " [ 3.44019238e-08],\n", - " [ 2.54644798e-08],\n", - " [ 1.85006180e-08],\n", - " [ 1.38119702e-08],\n", - " [ 1.02545057e-08],\n", - " [ 7.53351048e-09],\n", - " [ 5.39329543e-09],\n", - " [ 3.77074333e-09],\n", - " [ 2.85479469e-09],\n", - " [ 2.25205488e-09],\n", - " [ 1.90309206e-09],\n", - " [ 1.63942361e-09],\n", - " [ 1.35601757e-09],\n", - " [ 8.47747753e-10],\n", - " [ 5.21931941e-10],\n", - " [ 3.34284709e-10],\n", - " [ 2.39358936e-10],\n", - " [ 8.79472939e-11],\n", - " [-6.44001652e-11],\n", - " [-2.39980271e-10],\n", - " [-4.64642045e-10],\n", - " [-6.60416245e-10],\n", - " [-7.30461434e-10],\n", - " [-7.48556354e-10],\n", - " [-7.07165822e-10],\n", - " [-5.98754654e-10],\n", - " [-4.81020338e-10],\n", - " [-4.39115709e-10],\n", - " [-3.91575734e-10],\n", - " [-3.38400412e-10],\n", - " [-2.79589744e-10],\n", - " [-2.14984880e-10]])" + " [-1.54484977e-94],\n", + " [-3.11682710e-85],\n", + " ...,\n", + " [ 8.14468124e-16],\n", + " [ 8.16929643e-16],\n", + " [ 8.19391162e-16]])" ] }, - "execution_count": 8, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } @@ -420,7 +335,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 11, "id": "dcfd76aa", "metadata": {}, "outputs": [ @@ -431,15 +346,30 @@ " )" ] }, - "execution_count": 9, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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" + "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, diff --git a/tests/test_elements.py b/tests/test_elements.py new file mode 100644 index 0000000..6c8e07f --- /dev/null +++ b/tests/test_elements.py @@ -0,0 +1,123 @@ +from __future__ import annotations + +import pytest +from cadetgui.widgets.elements import ( + BoolField, + ChoiceField, + Element, + FloatField, + FloatListField, + TextField, +) + + +def test_floatfield_value_and_label(): + f = FloatField(label="Flow rate", value=1.5) + assert f.value == pytest.approx(1.5) + assert f.label == "Flow rate" + assert f.is_valid + + +def test_floatfield_bounds_default_to_unbounded(): + f = FloatField(label="x") + assert f.min is None + assert f.max is None + + +def test_floatfield_validate_runs_on_change(): + def positive(v): + if v <= 0: + return "must be > 0" + + f = FloatField(value=1.0, validate=positive) + assert f.is_valid + + f.value = -1.0 + assert not f.is_valid + assert f.error == "must be > 0" + + f.value = 2.0 + assert f.is_valid + + +def test_floatfield_observe_fires_on_value_change(): + f = FloatField(value=0.0) + seen = [] + f.observe(lambda change: seen.append(change["new"]), names="value") + f.value = 5.0 + assert seen == [5.0] + + +def test_floatfield_is_element(): + assert isinstance(FloatField(), Element) + + +def test_floatfield_ships_esm_and_css(): + f = FloatField() + assert "function render" in f._esm + assert ".cadetgui-field" in f._css + + +def test_textfield_get_set(): + t = TextField(label="Name", value="Alice") + assert t.value == "Alice" + t.value = "Bob" + assert t.value == "Bob" + + +def test_boolfield_get_set(): + b = BoolField(label="Flag", value=False) + assert b.value is False + b.value = True + assert b.value is True + + +def test_floatlistfield_defaults_and_set(): + fl = FloatListField(label="Feed") + assert fl.value == [0.0] + + fl2 = FloatListField(value=[1.0, 2.5, 3]) + assert fl2.value == [1.0, 2.5, 3.0] + + fl2.value = [4.0] + assert fl2.value == [4.0] + + +def test_choicefield_selects_by_value_and_tracks_index(): + col_a, col_b = object(), object() + c = ChoiceField(label="Column", options=[("GRM", col_a), ("LRMP", col_b)], value=col_b) + assert c.value is col_b + assert c.selected_index == 1 + assert c.option_labels == ["GRM", "LRMP"] + + +def test_choicefield_defaults_to_first_option(): + c = ChoiceField(options=[("A", 1), ("B", 2)]) + assert c.value == 1 + assert c.selected_index == 0 + + +def test_choicefield_set_value_updates_index(): + c = ChoiceField(options=[("A", 1), ("B", 2)], value=1) + c.value = 2 + assert c.selected_index == 1 + + +def test_choicefield_set_options_keeps_matching_value(): + c = ChoiceField(options=[("A", 1), ("B", 2)], value=2) + c.set_options([("B", 2), ("C", 3)]) + assert c.value == 2 + assert c.selected_index == 0 + + +def test_choicefield_validate_observes_selected_index(): + def not_none(v): + if v is None: + return "required" + + c = ChoiceField(options=[("A", 1)], value=1, validate=not_none) + assert c.is_valid + + c.set_options([]) + assert not c.is_valid + assert c.error == "required" From fa41575480767bc18dee568cbb433f3c2a3f545f Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Mon, 7 Sep 2026 12:42:04 +0200 Subject: [PATCH 012/158] Add anywidget renderer --- cadetgui/widgets/forms/__init__.py | 10 +++ cadetgui/widgets/forms/renderer.py | 112 +++++++++++++++++++++++++++++ 2 files changed, 122 insertions(+) create mode 100644 cadetgui/widgets/forms/__init__.py create mode 100644 cadetgui/widgets/forms/renderer.py diff --git a/cadetgui/widgets/forms/__init__.py b/cadetgui/widgets/forms/__init__.py new file mode 100644 index 0000000..cd98948 --- /dev/null +++ b/cadetgui/widgets/forms/__init__.py @@ -0,0 +1,10 @@ +# ========================================= +# File: cadetgui/widgets/forms/__init__.py +# ========================================= +"""Renders a ModelSpec into a form of anywidget Elements. + +See ai-docs/ARCHITECTURE.md's data-flow section for where this fits. +""" +from .renderer import FormRenderer, element_for_field + +__all__ = ["FormRenderer", "element_for_field"] diff --git a/cadetgui/widgets/forms/renderer.py b/cadetgui/widgets/forms/renderer.py new file mode 100644 index 0000000..cc14c0f --- /dev/null +++ b/cadetgui/widgets/forms/renderer.py @@ -0,0 +1,112 @@ +# ========================================= +# File: cadetgui/widgets/forms/renderer.py +# ========================================= +from __future__ import annotations + +from typing import Any, Callable, Dict + +import ipywidgets as W + +from ...cadetprocessadapter import FieldSpec, ModelSpec +from ..elements import BoolField, Element, FloatField, FloatListField, TextField + +__all__ = ["FormRenderer", "element_for_field"] + + +def _coerced_default(f: FieldSpec) -> Any: + """Field default, coerced to a type the matching element's `value` trait accepts.""" + if f.kind == "float": + return float(f.default) if f.default is not None else 0.0 + if f.kind == "float_list": + return list(f.default) if f.default else [0.0] + if f.kind == "bool": + return bool(f.default) + return str(f.default) if f.default is not None else "" + + +_ELEMENT_FOR_KIND: Dict[str, Callable[[FieldSpec], Element]] = { + "float": lambda f: FloatField( + label=f.label or f.name, + value=_coerced_default(f), + min=f.min, + max=f.max, + validate=f.validate, + ), + "float_list": lambda f: FloatListField( + label=f.label or f.name, value=_coerced_default(f), validate=f.validate + ), + "bool": lambda f: BoolField( + label=f.label or f.name, value=_coerced_default(f), validate=f.validate + ), + "text": lambda f: TextField( + label=f.label or f.name, value=_coerced_default(f), validate=f.validate + ), +} + + +def element_for_field(f: FieldSpec) -> Element: + """Build the anywidget Element matching a FieldSpec's kind.""" + factory = _ELEMENT_FOR_KIND.get(f.kind) + if factory is None: + raise ValueError(f"No element registered for field kind {f.kind!r}") + return factory(f) + + +class FormRenderer: + """Render a ModelSpec into a form of Elements; build an object on Apply.""" + + def __init__(self, spec: ModelSpec) -> None: + self.spec = spec + self.built: Any = None + self.status = W.HTML("Ready.") + + self._elements: Dict[str, Element] = {f.name: element_for_field(f) for f in spec.fields} + + self._btn_apply = W.Button(description="Apply", button_style="success") + self._btn_reset = W.Button(description="Reset") + self._btn_apply.on_click(self._on_apply) + self._btn_reset.on_click(self._on_reset) + + header = W.HTML(f"

{spec.title}

") + actions = W.HBox([self._btn_apply, self._btn_reset]) + rows = [self._elements[f.name] for f in spec.fields] + self.root = W.VBox([header, *rows, actions, self.status]) + + @property + def is_valid(self) -> bool: + """Whether every rendered field currently passes its validator.""" + return all(el.is_valid for el in self._elements.values()) + + def _collect_values(self) -> Dict[str, Any]: + values: Dict[str, Any] = {} + for f in self.spec.fields: + raw = self._elements[f.name].value + values[f.name] = f.transform(raw) if f.transform else raw + return values + + def _on_apply(self, _btn: Any) -> None: + if not self.is_valid: + self.status.value = ( + "Fix invalid fields before applying." + ) + return + try: + values = self._collect_values() + if self.spec.build is None: + raise RuntimeError("Spec has no 'build' function.") + self.built = self.spec.build(values) + self.status.value = "Built successfully." + except Exception as exc: # noqa: BLE001 + self.built = None + self.status.value = f"{exc}" + + def _on_reset(self, _btn: Any) -> None: + for f in self.spec.fields: + self._elements[f.name].value = _coerced_default(f) + self.status.value = "Reset to defaults." + + def display(self) -> None: + """Render this form in a Jupyter cell.""" + from IPython.display import display as _display + + _display(self.root) From 6922d47fadb9870a2d001ec072b0361ad11c166d Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Mon, 7 Sep 2026 12:42:08 +0200 Subject: [PATCH 013/158] Test forms --- tests/test_forms.py | 82 +++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 82 insertions(+) create mode 100644 tests/test_forms.py diff --git a/tests/test_forms.py b/tests/test_forms.py new file mode 100644 index 0000000..7c93618 --- /dev/null +++ b/tests/test_forms.py @@ -0,0 +1,82 @@ +from __future__ import annotations + +from cadetgui.cadetprocessadapter import FieldSpec, ModelSpec, require_positive +from cadetgui.widgets.forms import FormRenderer, element_for_field + + +def make_spec() -> ModelSpec: + def build(values): + return dict(values) + + fields = [ + FieldSpec("rate", "float", "Rate", default=1.0, min=0.0, validate=require_positive), + FieldSpec("name", "text", "Name", default="col"), + FieldSpec("active", "bool", "Active", default=True), + FieldSpec("levels", "float_list", "Levels", default=[1.0, 2.0]), + ] + return ModelSpec(title="Test", fields=fields, build=build) + + +def test_element_for_field_maps_kind_to_element_type(): + from cadetgui.widgets.elements import ( + BoolField, + FloatField, + FloatListField, + TextField, + ) + + assert isinstance(element_for_field(FieldSpec("r", "float", default=1.0)), FloatField) + assert isinstance(element_for_field(FieldSpec("n", "text", default="x")), TextField) + assert isinstance(element_for_field(FieldSpec("a", "bool", default=True)), BoolField) + field = FieldSpec("l", "float_list", default=[1.0]) + assert isinstance(element_for_field(field), FloatListField) + + +def test_form_renders_one_element_per_field_with_defaults(): + form = FormRenderer(make_spec()) + assert set(form._elements) == {"rate", "name", "active", "levels"} + assert form._elements["rate"].value == 1.0 + assert form._elements["name"].value == "col" + assert form._elements["active"].value is True + assert form._elements["levels"].value == [1.0, 2.0] + assert form.is_valid + + +def test_form_apply_builds_object_from_current_values(): + form = FormRenderer(make_spec()) + form._elements["rate"].value = 5.0 + form._on_apply(None) + assert form.built == {"rate": 5.0, "name": "col", "active": True, "levels": [1.0, 2.0]} + assert "built" in form.status.value.lower() + + +def test_form_apply_blocked_when_a_field_is_invalid(): + form = FormRenderer(make_spec()) + form._elements["rate"].value = -1.0 + assert not form.is_valid + + form._on_apply(None) + assert form.built is None + assert "invalid" in form.status.value.lower() + + +def test_form_reset_restores_defaults(): + form = FormRenderer(make_spec()) + form._elements["rate"].value = 99.0 + form._elements["active"].value = False + + form._on_reset(None) + assert form._elements["rate"].value == 1.0 + assert form._elements["active"].value is True + + +def test_form_apply_reports_build_exception_without_raising(): + def failing_build(values): + raise RuntimeError("boom") + + fields = [FieldSpec("x", "float", default=1.0)] + spec = ModelSpec(title="Fail", fields=fields, build=failing_build) + form = FormRenderer(spec) + form._on_apply(None) + assert form.built is None + assert "boom" in form.status.value From 6564a7fa46f98ee12b8087244d89de3363c6f32f Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Mon, 7 Sep 2026 12:46:41 +0200 Subject: [PATCH 014/158] Allow reactive form --- cadetgui/widgets/forms/renderer.py | 9 +++++++-- 1 file changed, 7 insertions(+), 2 deletions(-) diff --git a/cadetgui/widgets/forms/renderer.py b/cadetgui/widgets/forms/renderer.py index cc14c0f..22632dd 100644 --- a/cadetgui/widgets/forms/renderer.py +++ b/cadetgui/widgets/forms/renderer.py @@ -3,7 +3,7 @@ # ========================================= from __future__ import annotations -from typing import Any, Callable, Dict +from typing import Any, Callable, Dict, Optional import ipywidgets as W @@ -55,9 +55,12 @@ def element_for_field(f: FieldSpec) -> Element: class FormRenderer: """Render a ModelSpec into a form of Elements; build an object on Apply.""" - def __init__(self, spec: ModelSpec) -> None: + def __init__( + self, spec: ModelSpec, *, on_built: Optional[Callable[[Any], None]] = None + ) -> None: self.spec = spec self.built: Any = None + self._on_built = on_built self.status = W.HTML("Ready.") self._elements: Dict[str, Element] = {f.name: element_for_field(f) for f in spec.fields} @@ -96,6 +99,8 @@ def _on_apply(self, _btn: Any) -> None: raise RuntimeError("Spec has no 'build' function.") self.built = self.spec.build(values) self.status.value = "Built successfully." + if self._on_built is not None: + self._on_built(self.built) except Exception as exc: # noqa: BLE001 self.built = None self.status.value = f"{exc}" From d6192aef78c94ffe57a01b15d874b61e7a0ea92b Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Mon, 7 Sep 2026 12:47:01 +0200 Subject: [PATCH 015/158] Transfer configuration widget to anywidget --- cadetgui/widgets/composite/__init__.py | 10 ++ cadetgui/widgets/composite/configuration.py | 121 ++++++++++++++++++++ 2 files changed, 131 insertions(+) create mode 100644 cadetgui/widgets/composite/__init__.py create mode 100644 cadetgui/widgets/composite/configuration.py diff --git a/cadetgui/widgets/composite/__init__.py b/cadetgui/widgets/composite/__init__.py new file mode 100644 index 0000000..8b90b10 --- /dev/null +++ b/cadetgui/widgets/composite/__init__.py @@ -0,0 +1,10 @@ +# ========================================= +# File: cadetgui/widgets/composite/__init__.py +# ========================================= +"""Task widgets assembled from elements + forms. + +See ai-docs/ARCHITECTURE.md's "Composition, not inheritance-of-everything" note. +""" +from .configuration import ConfigurationWidget + +__all__ = ["ConfigurationWidget"] diff --git a/cadetgui/widgets/composite/configuration.py b/cadetgui/widgets/composite/configuration.py new file mode 100644 index 0000000..68dd27b --- /dev/null +++ b/cadetgui/widgets/composite/configuration.py @@ -0,0 +1,121 @@ +# ========================================= +# File: cadetgui/widgets/composite/configuration.py +# ========================================= +from __future__ import annotations + +from typing import Any, Callable, Dict, List, Optional + +import ipywidgets as W +from CADETProcess.processModel import ComponentSystem + +from ...cadetprocessadapter import ( + DEFAULT_COLUMN_FACTORIES, + MODEL_REGISTRY, + build_column_config_spec, +) +from ..elements import ChoiceField +from ..forms import FormRenderer + +__all__ = ["ConfigurationWidget"] + + +class ConfigurationWidget: + """Pick a unit operation + model-builder template, configure both, build a process. + + Rebuilds its forms whenever the component count, column, or model selection + changes. `.process` holds the latest successfully-built object; `add_listener` + registers a callback that fires with it on every successful build. + """ + + def __init__( + self, + *, + registry: Optional[Dict[str, Callable[[Any], Any]]] = None, + columns: Optional[Dict[str, Callable[[ComponentSystem], Any]]] = None, + ) -> None: + self._registry = registry or MODEL_REGISTRY + self._columns = columns or DEFAULT_COLUMN_FACTORIES + self._column_cache: Dict[Any, Any] = {} + self._listeners: List[Callable[[Any], None]] = [] + self.process: Any = None + self._column_form: Optional[FormRenderer] = None + self._model_form: Optional[FormRenderer] = None + + self._components = W.BoundedIntText(description="Components:", value=1, min=1, max=99) + self._column_picker = ChoiceField(label="Column:", options=list(self._columns.items())) + self._model_picker = ChoiceField(label="Model:", options=list(self._registry.items())) + + self._column_form_box = W.VBox([]) + self._model_form_box = W.VBox([]) + self.status = W.HTML("Select a column and model.") + + self.root = W.VBox( + [ + W.HTML("

Configuration

"), + W.HBox([self._components, self._column_picker, self._model_picker]), + self._column_form_box, + self._model_form_box, + self.status, + ] + ) + + self._components.observe(self._on_components_change, names="value") + self._column_picker.observe(self._on_selection_change, names="selected_index") + self._model_picker.observe(self._on_selection_change, names="selected_index") + + self._rebuild_forms() + + def add_listener(self, fn: Callable[[Any], None]) -> None: + """Register a callback fired with `.process` on every successful build.""" + self._listeners.append(fn) + + def _notify(self) -> None: + for fn in list(self._listeners): + fn(self.process) + + def _get_column(self) -> Any: + factory = self._column_picker.value + if factory is None: + return None + if factory not in self._column_cache: + cs = ComponentSystem(self._components.value) + self._column_cache[factory] = factory(cs) + return self._column_cache[factory] + + def _on_components_change(self, change: dict) -> None: + if change.get("name") != "value": + return + self._column_cache.clear() + self._rebuild_forms() + + def _on_selection_change(self, change: dict) -> None: + if change.get("name") != "selected_index": + return + self._rebuild_forms() + + def _on_process_built(self, built: Any) -> None: + self.process = built + self._notify() + self.status.value = "Process built." + + def _rebuild_forms(self) -> None: + column = self._get_column() + model_fn = self._model_picker.value + if column is None or model_fn is None: + self._column_form_box.children = () + self._model_form_box.children = () + return + + self._column_form = FormRenderer(build_column_config_spec(column)) + self._column_form_box.children = (self._column_form.root,) + + self._model_form = FormRenderer(model_fn(column), on_built=self._on_process_built) + self._model_form_box.children = (self._model_form.root,) + + self.status.value = "Configure the column, then the model, and Apply each." + + def display(self) -> None: + """Render this widget in a Jupyter cell.""" + from IPython.display import display as _display + + _display(self.root) From 6f10676f5db663a6f7c72e4661f371f7d3b058ab Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Mon, 7 Sep 2026 12:47:08 +0200 Subject: [PATCH 016/158] Add configuration widget test --- tests/test_configuration.py | 57 +++++++++++++++++++++++++++++++++++++ 1 file changed, 57 insertions(+) create mode 100644 tests/test_configuration.py diff --git a/tests/test_configuration.py b/tests/test_configuration.py new file mode 100644 index 0000000..368ad03 --- /dev/null +++ b/tests/test_configuration.py @@ -0,0 +1,57 @@ +from __future__ import annotations + +import warnings + +from cadetgui.widgets.composite import ConfigurationWidget + +warnings.filterwarnings("ignore", category=UserWarning) + + +def test_configuration_widget_renders_default_forms(): + cw = ConfigurationWidget() + assert cw._column_picker.option_labels == ["GRM", "LRMP", "LRM", "CSTR"] + assert len(cw._column_form_box.children) == 1 + assert len(cw._model_form_box.children) == 1 + + +def test_configuration_widget_builds_process_on_both_applies(): + cw = ConfigurationWidget() + cw._column_form._on_apply(None) + cw._model_form._on_apply(None) + + assert cw.process is not None + assert type(cw.process).__name__ == "BatchElution" + + +def test_configuration_widget_notifies_listeners_on_build(): + cw = ConfigurationWidget() + seen = [] + cw.add_listener(seen.append) + + cw._column_form._on_apply(None) + cw._model_form._on_apply(None) + + assert len(seen) == 1 + assert seen[0] is cw.process + + +def test_configuration_widget_rebuilds_forms_on_model_change(): + cw = ConfigurationWidget() + first_title = cw._model_form.spec.title + + cw._model_picker.selected_index = 1 + assert cw._model_form.spec.title != first_title + assert len(cw._model_form_box.children) == 1 + + +def test_configuration_widget_rebuilds_column_on_component_change(): + cw = ConfigurationWidget() + original_column = cw._get_column() + assert original_column.n_comp == 1 + + cw._components.value = 2 + new_column = cw._get_column() + assert new_column is not original_column + assert new_column.n_comp == 2 + # the stale 1-component column must not linger in the cache + assert original_column not in cw._column_cache.values() From a6e28c5c999ee5b3b3c6c1c8a702bf8844933b06 Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Mon, 7 Sep 2026 13:10:35 +0200 Subject: [PATCH 017/158] Transfer solution widget to anywidget --- cadetgui/widgets/composite/__init__.py | 3 +- cadetgui/widgets/composite/solution.py | 124 +++++++++++++++++++++++++ 2 files changed, 126 insertions(+), 1 deletion(-) create mode 100644 cadetgui/widgets/composite/solution.py diff --git a/cadetgui/widgets/composite/__init__.py b/cadetgui/widgets/composite/__init__.py index 8b90b10..cdb5c63 100644 --- a/cadetgui/widgets/composite/__init__.py +++ b/cadetgui/widgets/composite/__init__.py @@ -6,5 +6,6 @@ See ai-docs/ARCHITECTURE.md's "Composition, not inheritance-of-everything" note. """ from .configuration import ConfigurationWidget +from .solution import SolutionWidget -__all__ = ["ConfigurationWidget"] +__all__ = ["ConfigurationWidget", "SolutionWidget"] diff --git a/cadetgui/widgets/composite/solution.py b/cadetgui/widgets/composite/solution.py new file mode 100644 index 0000000..b578b6f --- /dev/null +++ b/cadetgui/widgets/composite/solution.py @@ -0,0 +1,124 @@ +# ========================================= +# File: cadetgui/widgets/composite/solution.py +# ========================================= +from __future__ import annotations + +from typing import Any, Callable, Optional + +import ipywidgets as W + +from ...simulation import run_process as _default_runner +from ..elements import ChoiceField + +__all__ = ["SolutionWidget"] + + +class SolutionWidget: + """Run a CADET-Process process and plot its solution. + + Plots via `SolutionIO.plot()` directly (CADET-Process already provides it — + see ai-docs/ARCHITECTURE.md's "no duplicated numerical engine" principle). + """ + + def __init__( + self, + *, + process: Any = None, + runner: Optional[Callable[[Any], Any]] = None, + ) -> None: + self._runner = runner or _default_runner + self.process = process + self.result: Any = None + + self._process_label = W.HTML() + self._btn_run = W.Button(description="Run simulation", icon="play", button_style="success") + self._btn_clear = W.Button(description="Clear", icon="trash") + self._signal_picker = ChoiceField(label="Signal:", options=[]) + self._plot_out = W.Output() + self.status = W.HTML("Ready.") + + self._btn_run.on_click(self._on_run) + self._btn_clear.on_click(self._on_clear) + self._signal_picker.observe(self._on_signal_change, names="selected_index") + + self.root = W.VBox( + [ + W.HTML("

Solution

"), + W.HBox([self._process_label, self._btn_run, self._btn_clear]), + self._signal_picker, + self._plot_out, + self.status, + ] + ) + self._update_process_label() + + def set_process(self, process: Any) -> None: + """Set the process to run on the next Run click.""" + self.process = process + self._update_process_label() + + def bind_to_config(self, config_widget: Any) -> None: + """Track a ConfigurationWidget's built process automatically.""" + config_widget.add_listener(self.set_process) + if getattr(config_widget, "process", None) is not None: + self.set_process(config_widget.process) + + def _update_process_label(self) -> None: + if self.process is None: + self._process_label.value = "No process set." + else: + name = getattr(self.process, "name", type(self.process).__name__) + self._process_label.value = f"Process: {name}" + + def _on_run(self, _btn: Any) -> None: + self._plot_out.clear_output() + if self.process is None: + self.status.value = "No process to run." + return + try: + self.result = self._runner(self.process) + except Exception as exc: # noqa: BLE001 + self.result = None + self.status.value = f"Simulation failed: {exc}" + return + + signals = [ + (f"{unit}: {port}", (unit, port)) + for unit, ports in self.result.solution.items() + for port in ports + ] + self._signal_picker.set_options(signals, keep_value=True) + self.status.value = "Simulation finished." + self._plot_selected() + + def _on_clear(self, _btn: Any) -> None: + self._plot_out.clear_output() + self.result = None + self._signal_picker.set_options([]) + self.status.value = "Cleared." + + def _on_signal_change(self, change: dict) -> None: + if change.get("name") != "selected_index": + return + self._plot_selected() + + def _plot_selected(self) -> None: + if self.result is None or self._signal_picker.value is None: + return + unit, port = self._signal_picker.value + solution = self.result.solution[unit][port] + + self._plot_out.clear_output(wait=True) + with self._plot_out: + import matplotlib.pyplot as plt + from IPython.display import display + + fig, _ax = solution.plot() + display(fig) + plt.close(fig) + + def display(self) -> None: + """Render this widget in a Jupyter cell.""" + from IPython.display import display as _display + + _display(self.root) From 53769b45b8049aaa7d239788aed2e5fa8d7aaf05 Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Mon, 7 Sep 2026 13:10:46 +0200 Subject: [PATCH 018/158] Add shared stylesheet --- cadetgui/widgets/elements/_shared.css | 83 ++++++++++++++++++++++++--- 1 file changed, 75 insertions(+), 8 deletions(-) diff --git a/cadetgui/widgets/elements/_shared.css b/cadetgui/widgets/elements/_shared.css index 59533f0..f8ac9e5 100644 --- a/cadetgui/widgets/elements/_shared.css +++ b/cadetgui/widgets/elements/_shared.css @@ -1,30 +1,66 @@ /* Shared styling for atomic elements. Class names are shared across element - JS files (float_field.js, etc.) so this one stylesheet covers all of them. */ + JS files (float_field.js, etc.) so this one stylesheet covers all of them. + Tokens are declared on .cadetgui-field so every element (each gets its own + copy of this file injected by anywidget) carries its own light/dark values. */ .cadetgui-field { + --cg-fg: #1f2937; + --cg-muted: #6b7280; + --cg-border: #d1d5db; + --cg-focus: #2563eb; + --cg-danger: #dc2626; + --cg-bg: #ffffff; + --cg-radius: 6px; + display: flex; align-items: center; - gap: 0.5rem; - font-family: system-ui, sans-serif; + gap: 0.6rem; + padding: 2px 0; + font-family: system-ui, -apple-system, sans-serif; font-size: 13px; + color: var(--cg-fg); +} + +@media (prefers-color-scheme: dark) { + .cadetgui-field { + --cg-fg: #e5e7eb; + --cg-muted: #9ca3af; + --cg-border: #4b5563; + --cg-focus: #60a5fa; + --cg-danger: #f87171; + --cg-bg: #1f2937; + } } .cadetgui-field-label { min-width: 140px; flex: 0 0 auto; + color: var(--cg-muted); } .cadetgui-field-input { width: 140px; + padding: 4px 8px; + border: 1px solid var(--cg-border); + border-radius: var(--cg-radius); + background: var(--cg-bg); + color: var(--cg-fg); + font: inherit; +} + +.cadetgui-field-input:focus { + outline: none; + border-color: var(--cg-focus); + box-shadow: 0 0 0 2px color-mix(in srgb, var(--cg-focus) 25%, transparent); } .cadetgui-field[aria-invalid="true"] .cadetgui-field-input, .cadetgui-field-input[aria-invalid="true"] { - border-color: #b00020; + border-color: var(--cg-danger); } .cadetgui-field-error { - color: #b00020; + color: var(--cg-danger); font-size: 12px; } @@ -33,32 +69,63 @@ } .cadetgui-field-bool { - gap: 0.375rem; + gap: 0.4rem; } .cadetgui-field-bool .cadetgui-field-label { min-width: 0; + color: var(--cg-fg); +} + +.cadetgui-field-bool input[type="checkbox"] { + width: 15px; + height: 15px; + accent-color: var(--cg-focus); } .cadetgui-field-list { flex-direction: column; align-items: flex-start; + gap: 0.3rem; } .cadetgui-field-list-body { display: flex; flex-direction: column; - gap: 0.25rem; + gap: 0.3rem; } .cadetgui-field-list-row { display: flex; align-items: center; - gap: 0.25rem; + gap: 0.35rem; } .cadetgui-field-list-row input { width: 140px; + padding: 4px 8px; + border: 1px solid var(--cg-border); + border-radius: var(--cg-radius); + background: var(--cg-bg); + color: var(--cg-fg); + font: inherit; +} + +.cadetgui-field-list-row button, +.cadetgui-field-list-add { + border: 1px solid var(--cg-border); + border-radius: var(--cg-radius); + background: var(--cg-bg); + color: var(--cg-muted); + font: inherit; + cursor: pointer; + padding: 3px 8px; +} + +.cadetgui-field-list-row button:hover, +.cadetgui-field-list-add:hover { + border-color: var(--cg-focus); + color: var(--cg-focus); } .cadetgui-field-list-add { From 540f7d16cf31de81f7929eab21ed6127e58a5bc8 Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Mon, 7 Sep 2026 13:10:53 +0200 Subject: [PATCH 019/158] Add example notebook --- examples/configuration_and_solution.ipynb | 73 +++++++++++++++++++++++ 1 file changed, 73 insertions(+) create mode 100644 examples/configuration_and_solution.ipynb diff --git a/examples/configuration_and_solution.ipynb b/examples/configuration_and_solution.ipynb new file mode 100644 index 0000000..9cb7d5c --- /dev/null +++ b/examples/configuration_and_solution.ipynb @@ -0,0 +1,73 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "b4cb635e", + "source": "# CADET-GUI: Configuration + Solution widgets\n\nThis notebook walks through the two widgets built so far in `cadetgui.widgets.composite`:\n\n- **`ConfigurationWidget`** \u2014 pick a unit operation (column) and a model-builder template (e.g. LWE), configure both, and build a real CADET-Process process object.\n- **`SolutionWidget`** \u2014 run that process through the CADET-Process simulator and plot the result.\n\nBoth are widgets: they render inline in this notebook, and the CADET-Process objects they build stay fully accessible afterwards for scripting \u2014 the GUI never traps you inside it.\n\n*(There's also an earlier ipywidgets-based prototype in `cadetgui.widgets.legacy`, kept only as reference material \u2014 this notebook uses the current anywidget-based implementation.)*", + "metadata": {} + }, + { + "cell_type": "code", + "id": "0a16422b", + "source": "from cadetgui.widgets.composite import ConfigurationWidget, SolutionWidget", + "metadata": {}, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "markdown", + "id": "3218f382", + "source": "## 1. Configure a process\n\nDisplaying `ConfigurationWidget` gives you three things to pick: the number of components, a column/unit operation type, and a model-builder template. Changing any of them rebuilds the two forms below it.\n\n1. Pick a column (e.g. `LRMP`) and a model (e.g. `Load\u2013Wash\u2013Elute (LWE)`).\n2. Adjust the column's physical parameters if you want, then click **Apply** on the column form.\n3. Adjust the model's process parameters, then click **Apply** on the model form.\n\nThe second Apply builds an actual CADET-Process object \u2014 you'll see \"Process built.\" appear.", + "metadata": {} + }, + { + "cell_type": "code", + "id": "302e74c3", + "source": "config = ConfigurationWidget()\nconfig.display()", + "metadata": {}, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "markdown", + "id": "ff4a37be", + "source": "## 2. Run and visualize the simulation\n\n`SolutionWidget.bind_to_config(config)` makes it track whatever process `config` builds \u2014 every time you click Apply above, this widget picks it up automatically.\n\nClick **Run simulation** below, then use the **Signal** dropdown to plot different unit/port combinations (feed, column outlet, ...).", + "metadata": {} + }, + { + "cell_type": "code", + "id": "9befcbde", + "source": "solution = SolutionWidget()\nsolution.bind_to_config(config)\nsolution.display()", + "metadata": {}, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "markdown", + "id": "48885efa", + "source": "## 3. The underlying objects stay accessible\n\nNothing above is trapped inside the widgets. `config.process` is a plain CADET-Process object, and `solution.result` is a plain `SimulationResults` object \u2014 use them exactly as you would if you'd built everything by hand in a script, for anything the GUI doesn't cover.", + "metadata": {} + }, + { + "cell_type": "code", + "id": "2d59f4c0", + "source": "print(type(config.process))\nprint(type(solution.result))\nprint(list(solution.result.solution.keys())) # unit operation names", + "metadata": {}, + "execution_count": null, + "outputs": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (cadet_dev)", + "language": "python", + "name": "cadet_dev" + }, + "language_info": { + "name": "python", + "version": "3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} \ No newline at end of file From 5519cd896991b376f378505c09034367154097f3 Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Mon, 7 Sep 2026 13:10:59 +0200 Subject: [PATCH 020/158] Add solution widget test --- tests/test_solution.py | 87 ++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 87 insertions(+) create mode 100644 tests/test_solution.py diff --git a/tests/test_solution.py b/tests/test_solution.py new file mode 100644 index 0000000..c0e613a --- /dev/null +++ b/tests/test_solution.py @@ -0,0 +1,87 @@ +from __future__ import annotations + +import warnings + +import matplotlib + +matplotlib.use("Agg") # headless test environment, no display needed + +from cadetgui.widgets.composite import ConfigurationWidget, SolutionWidget + +warnings.filterwarnings("ignore", category=UserWarning) + + +def built_process(): + cw = ConfigurationWidget() + cw._column_form._on_apply(None) + cw._model_form._on_apply(None) + return cw.process + + +def test_solutionwidget_starts_with_no_process(): + sw = SolutionWidget() + assert sw.process is None + assert "No process set" in sw._process_label.value + + +def test_solutionwidget_set_process_updates_label(): + sw = SolutionWidget() + sw.set_process(built_process()) + assert "Batch Elution" in sw._process_label.value + + +def test_solutionwidget_bind_to_config_tracks_future_builds(): + cw = ConfigurationWidget() + sw = SolutionWidget() + sw.bind_to_config(cw) + assert sw.process is None # nothing built yet + + cw._column_form._on_apply(None) + cw._model_form._on_apply(None) + assert sw.process is cw.process + + +def test_solutionwidget_bind_to_config_picks_up_existing_process(): + cw = ConfigurationWidget() + cw._column_form._on_apply(None) + cw._model_form._on_apply(None) + + sw = SolutionWidget() + sw.bind_to_config(cw) + assert sw.process is cw.process + + +def test_solutionwidget_run_without_process_shows_error(): + sw = SolutionWidget() + sw._on_run(None) + assert sw.result is None + assert "No process" in sw.status.value + + +def test_solutionwidget_run_populates_signals_and_plots(): + sw = SolutionWidget(process=built_process()) + sw._on_run(None) + + assert sw.result is not None + assert sw._signal_picker.option_labels # non-empty + assert sw._signal_picker.value is not None + assert "finished" in sw.status.value.lower() + + +def test_solutionwidget_selection_persists_across_reruns(): + sw = SolutionWidget(process=built_process()) + sw._on_run(None) + sw._signal_picker.selected_index = 3 + picked = sw._signal_picker.value + + sw._on_run(None) + assert sw._signal_picker.value == picked + + +def test_solutionwidget_clear_resets_state(): + sw = SolutionWidget(process=built_process()) + sw._on_run(None) + sw._on_clear(None) + + assert sw.result is None + assert sw._signal_picker.option_labels == [] From 6d3dd8547c10601b286dac03a7806fd98d3663d3 Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Mon, 7 Sep 2026 13:11:07 +0200 Subject: [PATCH 021/158] Add webapp prototype --- examples/webapp/README.md | 45 +++++++++++++++++++++++++++++++++++++++ examples/webapp/app.ipynb | 25 ++++++++++++++++++++++ 2 files changed, 70 insertions(+) create mode 100644 examples/webapp/README.md create mode 100644 examples/webapp/app.ipynb diff --git a/examples/webapp/README.md b/examples/webapp/README.md new file mode 100644 index 0000000..03f5723 --- /dev/null +++ b/examples/webapp/README.md @@ -0,0 +1,45 @@ +# CADET-GUI as a website + +`app.ipynb` renders `ConfigurationWidget` + `SolutionWidget` — the exact same +widgets used in `examples/configuration_and_solution.ipynb` — composed into a +one-page layout, served via [Voilà](https://voila.readthedocs.io/). + +## Run it + +```bash +pip install voila # one-time, not a cadetgui runtime dependency +voila examples/webapp/app.ipynb +``` + +Then open the URL Voilà prints (defaults to `http://localhost:8866`). What you +get is a plain web page — no notebook UI, no code, no cell boundaries, just the +widgets in a styled two-column layout with a header. Anyone visiting the URL in +a browser sees a website; the `.ipynb` file is just this app's source format +(convenient because it's also directly editable/runnable in JupyterLab), not +something end users interact with. + +## Why this proves anything + +The widgets need a live Python backend regardless of deployment target — running +an actual CADET-Process/CADET-Core simulation can't happen client-side in a +browser. Voilà gives us that backend (one Jupyter kernel per visitor session) for +free, using the exact same widget-sync protocol our anywidget elements already +speak for Jupyter. So "the same widget code, unmodified, works in a notebook and +on a website" isn't a promise — `app.ipynb` and +`examples/configuration_and_solution.ipynb` import and use `ConfigurationWidget`/ +`SolutionWidget` identically; only the composition/layout code differs. + +## If you get `ModuleNotFoundError: No module named 'cadetgui'` + +Voilà runs the notebook's cell(s) in a Jupyter **kernel**, which may not be the +same Python environment you're running `voila` from. Register a kernel for the +environment `cadetgui` is installed in (once): + +```bash +python -m ipykernel install --user --name --display-name "Python 3 ()" +``` + +Then make sure the notebook's kernel metadata (`Kernel > Change Kernel` in +JupyterLab, or edit `metadata.kernelspec` in the `.ipynb` JSON) points at that +kernel name. Both notebooks in `examples/` are currently pinned to a kernel named +`cadet_dev` — rename to match your own environment if it's called something else. diff --git a/examples/webapp/app.ipynb b/examples/webapp/app.ipynb new file mode 100644 index 0000000..efee490 --- /dev/null +++ b/examples/webapp/app.ipynb @@ -0,0 +1,25 @@ +{ + "cells": [ + { + "cell_type": "code", + "id": "a9463514", + "source": "import ipywidgets as W\nfrom IPython.display import display\n\nfrom cadetgui.widgets.composite import ConfigurationWidget, SolutionWidget\n\nPAGE_CSS = \"\"\"\n\n\"\"\"\n\nheader = W.HTML(\n \"
\"\n \"

CADET-GUI

\"\n \"

Configure a standard chromatography process and run it \u2014 powered by CADET-Process.

\"\n \"
\"\n)\n\nconfig = ConfigurationWidget()\nsolution = SolutionWidget()\nsolution.bind_to_config(config)\n\nconfig_card = W.VBox([config.root])\nconfig_card.add_class(\"cadetgui-card\")\nsolution_card = W.VBox([solution.root])\nsolution_card.add_class(\"cadetgui-card\")\n\ncolumns = W.HBox([config_card, solution_card])\ncolumns.add_class(\"cadetgui-app-columns\")\n\napp = W.VBox([W.HTML(PAGE_CSS), header, columns])\napp.add_class(\"cadetgui-app\")\n\ndisplay(app)", + "metadata": {}, + "execution_count": null, + "outputs": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (cadet_dev)", + "language": "python", + "name": "cadet_dev" + }, + "language_info": { + "name": "python", + "version": "3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} \ No newline at end of file From 6567a3857b9794f62f3a56493367e739811f2ef2 Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Mon, 7 Sep 2026 13:16:54 +0200 Subject: [PATCH 022/158] Update Layout --- cadetgui/widgets/_chrome.py | 16 +++ cadetgui/widgets/chrome.css | 103 ++++++++++++++++++++ cadetgui/widgets/composite/configuration.py | 14 ++- cadetgui/widgets/composite/solution.py | 14 ++- cadetgui/widgets/forms/renderer.py | 8 +- 5 files changed, 149 insertions(+), 6 deletions(-) create mode 100644 cadetgui/widgets/_chrome.py create mode 100644 cadetgui/widgets/chrome.css diff --git a/cadetgui/widgets/_chrome.py b/cadetgui/widgets/_chrome.py new file mode 100644 index 0000000..176e2dc --- /dev/null +++ b/cadetgui/widgets/_chrome.py @@ -0,0 +1,16 @@ +# ========================================= +# File: cadetgui/widgets/_chrome.py +# ========================================= +from __future__ import annotations + +from pathlib import Path + +_CSS = (Path(__file__).parent / "chrome.css").read_text() + + +def style_tag() -> str: + """Shared " diff --git a/cadetgui/widgets/chrome.css b/cadetgui/widgets/chrome.css new file mode 100644 index 0000000..1428873 --- /dev/null +++ b/cadetgui/widgets/chrome.css @@ -0,0 +1,103 @@ +/* Shared chrome for composite/form widgets (FormRenderer, ConfigurationWidget, + SolutionWidget) — these compose plain ipywidgets containers, not anywidget + elements, so this gets injected via a \n\"\"\"\n\nheader = W.HTML(\n \"
\"\n \"

CADET-GUI

\"\n \"

Configure a standard chromatography process and run it \u2014 powered by CADET-Process.

\"\n \"
\"\n)\n\nconfig = ConfigurationWidget()\nsolution = SolutionWidget()\nsolution.bind_to_config(config)\n\nconfig_card = W.VBox([config.root])\nconfig_card.add_class(\"cadetgui-card\")\nsolution_card = W.VBox([solution.root])\nsolution_card.add_class(\"cadetgui-card\")\n\ncolumns = W.HBox([config_card, solution_card])\ncolumns.add_class(\"cadetgui-app-columns\")\n\napp = W.VBox([W.HTML(PAGE_CSS), header, columns])\napp.add_class(\"cadetgui-app\")\n\ndisplay(app)", + "source": "import ipywidgets as W\nfrom IPython.display import display\n\nfrom cadetgui.widgets.composite import ConfigurationWidget, DataImportWidget, SolutionWidget\n\nPAGE_CSS = \"\"\"\n\n\"\"\"\n\nheader = W.HTML(\n \"
\"\n \"

CADET-GUI

\"\n \"

Configure a standard chromatography process, run it, and compare against measured data — powered by CADET-Process.

\"\n \"
\"\n)\n\nconfig = ConfigurationWidget()\nsolution = SolutionWidget()\nsolution.bind_to_config(config)\n\ndata = DataImportWidget()\nsolution.bind_to_data(data)\n\nconfig_card = W.VBox([config.root])\nconfig_card.add_class(\"cadetgui-card\")\nsolution_card = W.VBox([solution.root])\nsolution_card.add_class(\"cadetgui-card\")\n\ncolumns = W.HBox([config_card, solution_card])\ncolumns.add_class(\"cadetgui-app-columns\")\n\ndata_card = W.VBox([data.root])\ndata_card.add_class(\"cadetgui-card\")\n\napp = W.VBox([W.HTML(PAGE_CSS), header, columns, data_card])\napp.add_class(\"cadetgui-app\")\n\ndisplay(app)", "metadata": {}, "execution_count": null, "outputs": [] From 4e87daaa38db7c0ade1a8034713193ad9a6499d0 Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Mon, 7 Sep 2026 13:52:14 +0200 Subject: [PATCH 027/158] Add data import tests --- tests/test_data_import.py | 84 +++++++++++++++++++++++++++++++++++++++ tests/test_solution.py | 49 ++++++++++++++++++++++- 2 files changed, 132 insertions(+), 1 deletion(-) create mode 100644 tests/test_data_import.py diff --git a/tests/test_data_import.py b/tests/test_data_import.py new file mode 100644 index 0000000..2a9df75 --- /dev/null +++ b/tests/test_data_import.py @@ -0,0 +1,84 @@ +from __future__ import annotations + +import datetime as dt + +from cadetgui.widgets.composite import DataImportWidget + + +def _upload(widget: DataImportWidget, filename: str, csv_text: str) -> None: + content = memoryview(csv_text.encode("utf-8")) + widget._upload.value = ( + { + "name": filename, + "type": "text/csv", + "size": len(content), + "last_modified": dt.datetime.now(), + "content": content, + }, + ) + + +def test_upload_parses_minutes_by_default(): + di = DataImportWidget() + _upload(di, "run1.csv", "time,signal\n0,0.0\n1,0.5\n2,1.0\n") + + assert len(di.datasets) == 1 + ds = di.datasets[0] + assert ds.label == "run1" + assert ds.time_min.tolist() == [0.0, 1.0, 2.0] + assert ds.signal.tolist() == [0.0, 0.5, 1.0] + + +def test_upload_converts_seconds_to_minutes(): + di = DataImportWidget() + di._time_unit.value = "s" + _upload(di, "run1.csv", "time,signal\n0,0.0\n60,1.0\n120,0.5\n") + + assert di.datasets[0].time_min.tolist() == [0.0, 1.0, 2.0] + + +def test_upload_skips_unparseable_rows_without_crashing(): + di = DataImportWidget() + _upload(di, "messy.csv", "time,signal\n0,0.0\nnot,a,number\n2,1.0\n") + + assert di.datasets[0].time_min.tolist() == [0.0, 2.0] + + +def test_upload_of_unparseable_file_reports_error_and_adds_nothing(): + di = DataImportWidget() + _upload(di, "empty.csv", "time,signal\n") + + assert di.datasets == [] + assert "Could not parse" in di.status.value + + +def test_multiple_uploads_accumulate_and_select_newest(): + di = DataImportWidget() + _upload(di, "a.csv", "time,signal\n0,1\n") + _upload(di, "b.csv", "time,signal\n0,2\n") + + assert [d.label for d in di.datasets] == ["a", "b"] + assert di._dataset_picker.value.label == "b" + + +def test_remove_deletes_the_selected_dataset(): + di = DataImportWidget() + _upload(di, "a.csv", "time,signal\n0,1\n") + _upload(di, "b.csv", "time,signal\n0,2\n") + + di._dataset_picker.selected_index = 0 # "a" + di._on_remove(None) + + assert [d.label for d in di.datasets] == ["b"] + + +def test_listener_fires_on_upload_and_remove(): + di = DataImportWidget() + events = [] + di.add_listener(lambda: events.append(len(di.datasets))) + + _upload(di, "a.csv", "time,signal\n0,1\n") + assert events == [1] + + di._on_remove(None) + assert events == [1, 0] diff --git a/tests/test_solution.py b/tests/test_solution.py index a6cb5a8..c48a37e 100644 --- a/tests/test_solution.py +++ b/tests/test_solution.py @@ -1,16 +1,34 @@ from __future__ import annotations +import datetime as dt import warnings import matplotlib matplotlib.use("Agg") # headless test environment, no display needed -from cadetgui.widgets.composite import ConfigurationWidget, SolutionWidget +from cadetgui.widgets.composite import ( + ConfigurationWidget, + DataImportWidget, + SolutionWidget, +) warnings.filterwarnings("ignore", category=UserWarning) +def upload_csv(widget: DataImportWidget, filename: str, csv_text: str) -> None: + content = memoryview(csv_text.encode("utf-8")) + widget._upload.value = ( + { + "name": filename, + "type": "text/csv", + "size": len(content), + "last_modified": dt.datetime.now(), + "content": content, + }, + ) + + def built_process(): cw = ConfigurationWidget() cw._column_form._on_apply(None) @@ -131,3 +149,32 @@ def test_solutionwidget_picking_a_failed_run_shows_its_error(): sw.history._picker.selected_index = 1 # the failed run assert sw._signal_picker.option_labels == [] assert "Simulation failed" in sw.status.value + + +def test_solutionwidget_overlays_bound_experimental_data(): + sw = SolutionWidget(process=built_process()) + di = DataImportWidget() + sw.bind_to_data(di) + + upload_csv(di, "measured.csv", "time,signal\n0,0.0\n1,0.5\n") + sw._on_run(None) # no exception with data already loaded before the run + + unit, port = sw._signal_picker.value + solution = sw.result.solution[unit][port] + fig, ax = solution.plot() + for ds in di.datasets: + ax.plot(ds.time_min, ds.signal, linestyle="--", label=f"{ds.label} (measured)") + ax.legend() + labels = ax.get_legend_handles_labels()[1] + assert any("measured" in label for label in labels) + + +def test_solutionwidget_replots_when_data_uploaded_after_run(): + sw = SolutionWidget(process=built_process()) + di = DataImportWidget() + sw.bind_to_data(di) + + sw._on_run(None) # plot exists before any experimental data is loaded + upload_csv(di, "late.csv", "time,signal\n0,0.0\n1,1.0\n") # must not raise + + assert di.datasets # upload succeeded and triggered a listener-driven replot From 0f56113a214d5877e2cae6334ad47629e7bbf455 Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Mon, 7 Sep 2026 13:58:05 +0200 Subject: [PATCH 028/158] Add export script funtionality to configuration widget --- cadetgui/widgets/chrome.css | 10 ++++ cadetgui/widgets/composite/configuration.py | 55 +++++++++++++++++++++ cadetgui/widgets/forms/renderer.py | 5 +- tests/test_configuration.py | 53 ++++++++++++++++++++ 4 files changed, 121 insertions(+), 2 deletions(-) diff --git a/cadetgui/widgets/chrome.css b/cadetgui/widgets/chrome.css index 1428873..5f3ffd2 100644 --- a/cadetgui/widgets/chrome.css +++ b/cadetgui/widgets/chrome.css @@ -101,3 +101,13 @@ font: inherit; padding: 4px 8px; } + +.cadetgui-script textarea { + border: 1px solid var(--cg-border); + border-radius: var(--cg-radius); + background: var(--cg-bg); + color: var(--cg-fg); + font-family: ui-monospace, SFMono-Regular, Menlo, monospace; + font-size: 12.5px; + padding: 10px; +} diff --git a/cadetgui/widgets/composite/configuration.py b/cadetgui/widgets/composite/configuration.py index b1a64fa..b04d511 100644 --- a/cadetgui/widgets/composite/configuration.py +++ b/cadetgui/widgets/composite/configuration.py @@ -51,6 +51,10 @@ def __init__( self.status = W.HTML("Select a column and model.") self.status.add_class("cadetgui-status") + self._btn_export = W.Button(description="Export script", icon="code") + self._script_out = W.Textarea(layout=W.Layout(width="100%", height="220px", display="none")) + self._script_out.add_class("cadetgui-script") + toolbar = W.HBox( [self._components, self._column_picker, self._model_picker], layout=W.Layout(flex_flow="row wrap"), @@ -64,6 +68,8 @@ def __init__( toolbar, self._column_form_box, self._model_form_box, + self._btn_export, + self._script_out, self.status, ] ) @@ -72,6 +78,7 @@ def __init__( self._components.observe(self._on_components_change, names="value") self._column_picker.observe(self._on_selection_change, names="selected_index") self._model_picker.observe(self._on_selection_change, names="selected_index") + self._btn_export.on_click(self._on_export) self._rebuild_forms() @@ -124,6 +131,54 @@ def _rebuild_forms(self) -> None: self.status.value = "Configure the column, then the model, and Apply each." + def export_script(self) -> str: + """Generate an executable CADET-Process Python script for the current build. + + Introspects the actual built objects' classes (`type(obj).__module__` / + `__name__`) rather than a hardcoded column/model name mapping, so this + works for any column or model registered — no per-type special-casing + (PRODUCT_VISION.md ARCH-003: the "expert escape hatch"/anti-black-box + requirement). + """ + if self.process is None or self._column_form is None or self._model_form is None: + raise RuntimeError("Nothing built yet — Apply both the column and model forms first.") + + column = self._get_column() + cs_cls = ComponentSystem + col_cls = type(column) + proc_cls = type(self.process) + + lines = [ + f"from {cs_cls.__module__} import {cs_cls.__name__}", + f"from {col_cls.__module__} import {col_cls.__name__}", + f"from {proc_cls.__module__} import {proc_cls.__name__}", + "", + f"component_system = {cs_cls.__name__}({self._components.value})", + "", + f"column = {col_cls.__name__}(component_system, name={column.name!r})", + ] + for name, value in self._column_form.collect_values().items(): + lines.append(f"column.{name} = {value!r}") + + lines.append("") + lines.append(f"process = {proc_cls.__name__}(") + lines.append(" column=column,") + for name, value in self._model_form.collect_values().items(): + lines.append(f" {name}={value!r},") + lines.append(")") + + return "\n".join(lines) + + def _on_export(self, _btn: Any) -> None: + try: + script = self.export_script() + except RuntimeError as exc: + self.status.value = f"{exc}" + return + self._script_out.value = script + self._script_out.layout.display = "" + self.status.value = "Script generated below." + def display(self) -> None: """Render this widget in a Jupyter cell.""" from IPython.display import display as _display diff --git a/cadetgui/widgets/forms/renderer.py b/cadetgui/widgets/forms/renderer.py index 31c3f81..576b9f9 100644 --- a/cadetgui/widgets/forms/renderer.py +++ b/cadetgui/widgets/forms/renderer.py @@ -84,7 +84,8 @@ def is_valid(self) -> bool: """Whether every rendered field currently passes its validator.""" return all(el.is_valid for el in self._elements.values()) - def _collect_values(self) -> Dict[str, Any]: + def collect_values(self) -> Dict[str, Any]: + """Return the current field values, with each field's `transform` applied.""" values: Dict[str, Any] = {} for f in self.spec.fields: raw = self._elements[f.name].value @@ -98,7 +99,7 @@ def _on_apply(self, _btn: Any) -> None: ) return try: - values = self._collect_values() + values = self.collect_values() if self.spec.build is None: raise RuntimeError("Spec has no 'build' function.") self.built = self.spec.build(values) diff --git a/tests/test_configuration.py b/tests/test_configuration.py index 368ad03..0fee9df 100644 --- a/tests/test_configuration.py +++ b/tests/test_configuration.py @@ -55,3 +55,56 @@ def test_configuration_widget_rebuilds_column_on_component_change(): assert new_column.n_comp == 2 # the stale 1-component column must not linger in the cache assert original_column not in cw._column_cache.values() + + +def test_export_script_raises_before_anything_is_built(): + cw = ConfigurationWidget() + try: + cw.export_script() + assert False, "should have raised" + except RuntimeError as exc: + assert "Apply" in str(exc) + + +def test_export_script_button_shows_error_status_before_build(): + cw = ConfigurationWidget() + cw._on_export(None) + assert "Apply" in cw.status.value + assert cw._script_out.layout.display == "none" + + +def test_export_script_produces_executable_equivalent_process(): + import numpy as np + + cw = ConfigurationWidget() + cw._column_form._on_apply(None) + cw._model_form._on_apply(None) + + script = cw.export_script() + ns = {} + exec(compile(script, "", "exec"), ns) # noqa: S102 + + assert type(ns["process"]) is type(cw.process) + assert type(ns["column"]) is type(cw._get_column()) + assert ns["component_system"].n_comp == cw._components.value + + from cadetgui.simulation import run_process + + res_widget = run_process(cw.process) + res_script = run_process(ns["process"]) + unit = next(iter(res_widget.solution)) + assert np.array_equal( + res_widget.solution[unit]["outlet"].solution, + res_script.solution[unit]["outlet"].solution, + ) + + +def test_export_script_button_populates_textarea_on_success(): + cw = ConfigurationWidget() + cw._column_form._on_apply(None) + cw._model_form._on_apply(None) + + cw._on_export(None) + assert "process = " in cw._script_out.value + assert cw._script_out.layout.display == "" + assert "generated" in cw.status.value.lower() From 03fcc55e091a4f0e5ece875b8ab702e2464602aa Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Mon, 7 Sep 2026 14:03:53 +0200 Subject: [PATCH 029/158] Remove legacy widgets --- cadetgui/cadetprocessadapter.py | 146 +--- cadetgui/widgets/__init__.py | 43 +- cadetgui/widgets/legacy/__init__.py | 38 - cadetgui/widgets/legacy/base.py | 184 ---- cadetgui/widgets/legacy/config.py | 564 ------------- cadetgui/widgets/legacy/elements.py | 452 ---------- cadetgui/widgets/legacy/form.py | 63 -- cadetgui/widgets/legacy/solution.py | 971 ---------------------- examples/configuration_and_solution.ipynb | 2 +- tests/display_widgets.ipynb | 524 ------------ tests/test_widgets.py | 104 --- 11 files changed, 42 insertions(+), 3049 deletions(-) delete mode 100644 cadetgui/widgets/legacy/__init__.py delete mode 100644 cadetgui/widgets/legacy/base.py delete mode 100644 cadetgui/widgets/legacy/config.py delete mode 100644 cadetgui/widgets/legacy/elements.py delete mode 100644 cadetgui/widgets/legacy/form.py delete mode 100644 cadetgui/widgets/legacy/solution.py delete mode 100644 tests/display_widgets.ipynb delete mode 100644 tests/test_widgets.py diff --git a/cadetgui/cadetprocessadapter.py b/cadetgui/cadetprocessadapter.py index cd60bf1..dc7034d 100644 --- a/cadetgui/cadetprocessadapter.py +++ b/cadetgui/cadetprocessadapter.py @@ -1,19 +1,18 @@ from __future__ import annotations from dataclasses import dataclass, field -from typing import Any, Callable, Mapping, Sequence, Optional, Dict, Literal +from typing import Any, Callable, Dict, Literal, Mapping, Optional, Sequence +from CADETProcess.modelBuilder import LWE, BatchElution from CADETProcess.processModel import ( ChromatographicColumnBase, ComponentSystem, + Cstr, GeneralRateModel, - LumpedRateModelWithPores, LumpedRateModelWithoutPores, - Cstr + LumpedRateModelWithPores, ) -from CADETProcess.modelBuilder import LWE, BatchElution, CLR, FlipFlop, MRSSR - FieldKind = str Validator = Callable[[Any], None] Transform = Callable[[Any], Any] @@ -31,6 +30,7 @@ class FieldSpec: max: float | None = None units: str | None = None + def require_positive(x: Any) -> None: if float(x) <= 0: raise ValueError("Must be > 0.") @@ -47,6 +47,7 @@ def parse_float_list(v: Any) -> list[float]: vals.append(float(tok)) return vals + PARAMS: dict[str, FieldSpec] = { "c_feed": FieldSpec("c_feed", "float_list", "Feed concentration", [10.0], transform=parse_float_list), "c_load": FieldSpec("c_load", "float_list", "Load concentration", [50.0], transform=parse_float_list), @@ -60,15 +61,6 @@ def parse_float_list(v: Any) -> list[float]: "gradient_duration": FieldSpec("gradient_duration", "float", "Gradient duration", 10.0, validate=require_positive), "final_wash_duration": FieldSpec("final_wash_duration", "float", "Final wash duration", 10.0), "c_eluent": FieldSpec("c_eluent", "float", "Eluent (scalar)", 0.0), - "recycle_on": FieldSpec("recycle_on", "float", "Recycle on (t)", 250.0, validate=require_positive), - "recycle_off": FieldSpec("recycle_off", "float", "Recycle off (t)", 300.0, validate=require_positive), - "pump_volume": FieldSpec("pump_volume", "float", "Pump volume", 1e-9, validate=require_positive), - "V_tank": FieldSpec("V_tank", "float", "Tank volume", 1e-6, validate=require_positive), - "delay_flip": FieldSpec("delay_flip", "float", "Delay flip (t)", 325.0, validate=require_positive), - "delay_injection": FieldSpec("delay_injection", "float", "Delay injection (t)", 190.0, validate=require_positive), - "c_tank_init": FieldSpec("c_tank_init", "float_list", "Initial tank c",transform=parse_float_list) - - } @@ -124,106 +116,13 @@ def _build(v: Mapping[str, Any]) -> Any: ]), build=_build, ) - -def clr_spec(column: ChromatographicColumnBase) -> ModelSpec: - """Closed Loop Recycling (CLR) spec.""" - def _build(v: Mapping[str, Any]) -> Any: - from CADETProcess.modelBuilder import CLR - return CLR( - column=column, - c_feed=v["c_feed"], - flow_rate=float(v["flow_rate"]), - feed_duration=float(v["feed_duration"]), - recycle_off=float(v["recycle_off"]), - cycle_time=float(v["cycle_time"]), - c_eluent=float(v["c_eluent"]), - pump_volume=float(v["pump_volume"]), - ) - - return ModelSpec( - title="Closed Loop Recycling (CLR)", - fields=_pick([ - "c_feed", - "flow_rate", - "feed_duration", - "recycle_off", - "cycle_time", - "c_eluent", - "pump_volume", - ]), - build=_build, - ) - -def flipflop_spec(column: ChromatographicColumnBase) -> ModelSpec: - """Flip-Flop spec.""" - def _build(v: Mapping[str, Any]) -> Any: - from CADETProcess.modelBuilder import FlipFlop - return FlipFlop( - column=column, - c_feed=v["c_feed"], - flow_rate=float(v["flow_rate"]), - feed_duration=float(v["feed_duration"]), - delay_flip=float(v["delay_flip"]), - delay_injection=float(v["delay_injection"]), - c_eluent=float(v["c_eluent"]), # keep scalar eluent for now - ) - - return ModelSpec( - title="Flip-Flop", - fields=_pick([ - "c_feed", - "flow_rate", - "feed_duration", - "delay_flip", - "delay_injection", - "c_eluent", - ]), - build=_build, - ) - -def mrssr_spec(column: ChromatographicColumnBase) -> ModelSpec: - """Mixed-Recycle Steady-State Recycling (MRSSR) spec.""" - def _build(v: Mapping[str, Any]) -> Any: - from CADETProcess.modelBuilder import MRSSR - # c_tank_init may be None (means: use feed concentration) - return MRSSR( - column=column, - c_feed=v["c_feed"], - flow_rate=float(v["flow_rate"]), - feed_duration=float(v["feed_duration"]), - recycle_on=float(v["recycle_on"]), - recycle_off=float(v["recycle_off"]), - cycle_time=float(v["cycle_time"]), - V_tank=float(v["V_tank"]), - c_eluent=float(v["c_eluent"]), - c_tank_init=v["c_tank_init"], - ) - - return ModelSpec( - title="MRSSR", - fields=_pick([ - "c_feed", - "flow_rate", - "feed_duration", - "recycle_on", - "recycle_off", - "cycle_time", - "V_tank", - "c_eluent", - "c_tank_init", - ]), - build=_build, - ) - - +# CLR, Flip-Flop, and MRSSR specs were removed for now (see ai-docs/REQUIREMENTS.md +# "Open decisions" — not rejected, just out of scope until picked back up). MODEL_REGISTRY: dict[str, Callable[[ChromatographicColumnBase], ModelSpec]] = { "Batch Elution": batch_elution_spec, "Load–Wash–Elute (LWE)": lwe_spec, - "CLR": clr_spec, - "Flip-Flop": flipflop_spec, - "MRSSR": mrssr_spec, } ColumnFactory = Callable[[ComponentSystem], ChromatographicColumnBase] @@ -238,6 +137,7 @@ def make_lrmp(cs: ComponentSystem) -> ChromatographicColumnBase: col = LumpedRateModelWithPores(cs, name="LRMP") return col + def make_lrm(cs: ComponentSystem) -> ChromatographicColumnBase: col = LumpedRateModelWithoutPores(cs, name="LRM") return col @@ -259,6 +159,7 @@ def make_cstr(cs: ComponentSystem) -> ChromatographicColumnBase: PARAM_TYPE_OVERRIDES: Dict[str, FieldKind] = {} + def _unique_preserve_order(names: Sequence[str]) -> list[str]: """Return names in original order, dropping duplicates (first occurrence wins).""" seen: set[str] = set() @@ -269,31 +170,35 @@ def _unique_preserve_order(names: Sequence[str]) -> list[str]: out.append(n) return out + PARAM_SCHEMA: dict[str, dict] = { - "diameter": {"kind": "float", "default": 0.024, "min": 0.0, "units": "m"}, - "bed_porosity": {"kind": "float", "default": 0.72, "min": 0.0, "max": 1.0}, - "length": {"kind": "float", "default": 0.5, "min": 0.0, "units": "m"}, - "pore_diffusion": {"kind": "float", "default": 1e-10, "min": 0.0, "units": "m^2/s"}, - "film_diffusion": {"kind": "float", "default": 1e-3, "min": 0.0, "units": "m/s"}, - "particle_porosity": {"kind": "float", "default": 0.6, "min": 0.0, "max": 1.0}, - "particle_radius": {"kind": "float", "default": 5.0e-6, "min": 0.0, "units": "m"}, - "axial_dispersion": {"kind": "float", "default": 1e-8, "min": 0.0, "units": "m^2/s"}, + "diameter": {"kind": "float", "default": 0.024, "min": 0.0, "units": "m"}, + "bed_porosity": {"kind": "float", "default": 0.72, "min": 0.0, "max": 1.0}, + "length": {"kind": "float", "default": 0.5, "min": 0.0, "units": "m"}, + "pore_diffusion": {"kind": "float", "default": 1e-10, "min": 0.0, "units": "m^2/s"}, + "film_diffusion": {"kind": "float", "default": 1e-3, "min": 0.0, "units": "m/s"}, + "particle_porosity": {"kind": "float", "default": 0.6, "min": 0.0, "max": 1.0}, + "particle_radius": {"kind": "float", "default": 5.0e-6, "min": 0.0, "units": "m"}, + "axial_dispersion": {"kind": "float", "default": 1e-8, "min": 0.0, "units": "m^2/s"}, } + def _infer_kind(x) -> str: if isinstance(x, (list, tuple)): return "float_list" - if isinstance(x, bool): return "bool" + if isinstance(x, bool): return "bool" return "float" + def _resolve_param(name: str, column_value): meta = PARAM_SCHEMA.get(name, {}) default = meta.get("default", column_value) - kind = meta.get("kind", _infer_kind(default)) + kind = meta.get("kind", _infer_kind(default)) transform = parse_float_list if kind == "float_list" else None bounds = {k: meta[k] for k in ("min", "max") if k in meta} - units = meta.get("units") + units = meta.get("units") return default, kind, transform, bounds, units + def _coerce_to_kind(kind: str, val): if kind == "float_list": return parse_float_list(val) @@ -302,6 +207,7 @@ def _coerce_to_kind(kind: str, val): # default: float return float(val) + def build_column_config_spec(column: ChromatographicColumnBase) -> ModelSpec: req = getattr(column, "required_parameters", None) or [] names = _unique_preserve_order(list(req)) diff --git a/cadetgui/widgets/__init__.py b/cadetgui/widgets/__init__.py index 59d1543..a35bf30 100644 --- a/cadetgui/widgets/__init__.py +++ b/cadetgui/widgets/__init__.py @@ -4,41 +4,28 @@ """Composable widgets for CADET-GUI. This subpackage provides: -- elements: atomic anywidget input controls (the target implementation) -- legacy: the earlier ipywidgets-based prototype, kept working as reference - material during the anywidget port (see ai-docs/ARCHITECTURE.md) +- elements: atomic anywidget input controls +- forms: FormRenderer, rendering a ModelSpec into elements +- composite: task widgets assembled from elements + forms (Configuration, + Solution, RunHistory, DataImport) -Public API re-exports the legacy prototype for now, since it's what's usable -end-to-end. Update this as anywidget equivalents land. +Public API re-exports the composite widgets, the most common entry point. +Import from `cadetgui.widgets.elements`/`.forms` directly for the lower layers. """ -from .legacy import ( - BaseWidget, - BoolField, - ChoiceField, +from .composite import ( ConfigurationWidget, - Display, - Element, - FloatField, - FormRenderer, - ListenerMixin, - ObjectChoiceField, - Popup, + DataImportWidget, + ExperimentalDataset, + RunHistoryWidget, + RunRecord, SolutionWidget, - TextField, ) __all__ = [ - "BaseWidget", - "ListenerMixin", - "Element", - "TextField", - "FloatField", - "BoolField", - "Display", - "Popup", - "ChoiceField", - "ObjectChoiceField", - "FormRenderer", "ConfigurationWidget", "SolutionWidget", + "RunHistoryWidget", + "RunRecord", + "DataImportWidget", + "ExperimentalDataset", ] diff --git a/cadetgui/widgets/legacy/__init__.py b/cadetgui/widgets/legacy/__init__.py deleted file mode 100644 index fb74189..0000000 --- a/cadetgui/widgets/legacy/__init__.py +++ /dev/null @@ -1,38 +0,0 @@ -# ========================================= -# File: cadetgui/widgets/legacy/__init__.py -# ========================================= -"""ipywidgets-based prototype — reference material for the anywidget port. - -Not the target implementation (see ai-docs/ARCHITECTURE.md). Kept working and -importable so the existing notebook keeps functioning during the port. -""" -from .base import BaseWidget, ListenerMixin -from .config import ConfigurationWidget -from .elements import ( - BoolField, - ChoiceField, - Display, - Element, - FloatField, - ObjectChoiceField, - Popup, - TextField, -) -from .form import FormRenderer -from .solution import SolutionWidget - -__all__ = [ - "BaseWidget", - "ListenerMixin", - "Element", - "TextField", - "FloatField", - "BoolField", - "Display", - "Popup", - "ChoiceField", - "ObjectChoiceField", - "FormRenderer", - "ConfigurationWidget", - "SolutionWidget", -] diff --git a/cadetgui/widgets/legacy/base.py b/cadetgui/widgets/legacy/base.py deleted file mode 100644 index 2c95717..0000000 --- a/cadetgui/widgets/legacy/base.py +++ /dev/null @@ -1,184 +0,0 @@ -# ========================================= -# File: cadetgui/widgets/base.py -# ========================================= -from __future__ import annotations - -from abc import ABC, abstractmethod -from typing import Any, Callable, Dict, Optional - -import ipywidgets as W - -from .elements import FloatListField # aligned list control - -__all__ = ["ListenerMixin", "BaseWidget"] - -LABEL_W = "140px" - - -def _style_field( - w: W.Widget, *, width: str = "300px", label_width: str = LABEL_W, grow: bool = False -) -> W.Widget: - if hasattr(w, "layout"): - w.layout.width = "100%" if grow else width - w.layout.min_width = "0" - if not grow: - w.layout.flex = "0 0 auto" - if hasattr(w, "style"): - try: - w.style.description_width = label_width # fixed label column - except Exception: - pass - return w - - -class ListenerMixin: - """Reusable mixin that provides listener registration and notification.""" - - def __init__(self) -> None: - self._listeners: list[Callable[[Any], None]] = [] - - def add_listener(self, fn: Callable[[Any], None]) -> None: - """Register a listener callback.""" - self._listeners.append(fn) - - def notify(self, value: Any) -> None: - """Notify all registered listeners with a new value.""" - for fn in list(self._listeners): - try: - fn(value) - except Exception: - pass - - -class BaseWidget(ABC): - """Base widget container with a header, body, and status bar.""" - - def __init__(self, *, title: Optional[str] = None) -> None: - self.title = title or self.__class__.__name__ - self._status = W.HTML("Ready.") - self._header = W.HTML(f"

{self.title}

") - self._body = self._build_body() - self.root = W.VBox([self._header, self._body, self._status]) - self._wire_events() - - @abstractmethod - def _build_body(self) -> W.Widget: - ... - - def _wire_events(self) -> None: - """Connect event handlers (optional override).""" - - def set_status(self, text: str) -> None: - self._status.value = text - - def set_error(self, exc: Exception | str) -> None: - msg = str(exc) if isinstance(exc, Exception) else exc - self._status.value = f"{msg}" - - def run_safe(self, func: Callable[..., Any], *args: Any, **kwargs: Any) -> Any | None: - try: - return func(*args, **kwargs) - except Exception as exc: # noqa: BLE001 - self.set_error(exc) - return None - - @staticmethod - def make_apply_reset(on_apply: Callable[..., Any], on_reset: Callable[..., Any]) -> W.HBox: - btn_apply = W.Button(description="Apply", button_style="success") - btn_reset = W.Button(description="Reset") - btn_apply.on_click(on_apply) - btn_reset.on_click(on_reset) - return W.HBox([btn_apply, btn_reset]) - - @staticmethod - def reset_fields(widgets: Dict[str, W.Widget], specs: list[Any]) -> None: - """Reset widgets to their FieldSpec defaults.""" - for f in specs: - w = widgets.get(f.name) - if w is None: - continue - default = getattr(f, "default", None) - kind = getattr(f, "kind", "text") - try: - if kind == "float": - w.value = float(default) if default is not None else 0.0 - elif kind == "bool": - w.value = bool(default) - elif kind == "float_list": - # Rebuild the aligned FloatListField to match defaults - vals = ( - list(default) - if isinstance(default, (list, tuple)) - else ([float(default)] if default is not None else [0.0]) - ) - desc = getattr(f, "label", None) or getattr(f, "name", "") - new = FloatListField(description=desc, values=vals, label_width=LABEL_W) - widgets[f.name] = new # caller should re-render the form if needed - else: - w.value = "" if default is None else str(default) - except Exception: - # be robust to partial failures - pass - - @staticmethod - def widget_for_field(f: Any) -> W.Widget: - """ - Map a FieldSpec (name, kind, default, min, max, units, etc.) to a widget. - - IMPORTANT: Do NOT invent a max for floats. If min/max are not provided, - use FloatText (unbounded). If bounds exist, use BoundedFloatText with - exactly those bounds. - """ - label = getattr(f, "label", None) or getattr(f, "name", "") - kind = getattr(f, "kind", "text") - default = getattr(f, "default", None) - min_v = getattr(f, "min", None) - max_v = getattr(f, "max", None) - - # FLOAT - if kind == "float": - common = dict( - description=label, - value=float(default) if default is not None else 0.0, - ) - if min_v is None and max_v is None: - w = W.FloatText(**common) - else: - if min_v is not None: - common["min"] = float(min_v) - if max_v is not None: - common["max"] = float(max_v) - w = W.BoundedFloatText(**common, step=1e-6, readout_format=".6g") - return _style_field(w) - - # BOOL - if kind == "bool": - w = W.Checkbox(description=label, value=bool(default)) - return _style_field(w, width="auto") - - # FLOAT LIST (aligned, button-based editor) - if kind == "float_list": - vals = ( - list(default) - if isinstance(default, (list, tuple)) - else ([float(default)] if default is not None else [0.0]) - ) - return FloatListField(description=label, values=vals, label_width=LABEL_W) - - # TEXT (fallback) - w = W.Text(description=label, value=str(default) if default is not None else "") - return _style_field(w) - - @staticmethod - def observe_and_rebuild(widget: W.Widget, names: str, rebuild_fn: Callable[[Any], None]) -> None: - def _on_change(change: dict) -> None: - if change.get("name") != names: - return - rebuild_fn(change.get("new")) - - widget.observe(_on_change, names=names) - - def display(self) -> None: - from IPython.display import display as _display - - _display(self.root) diff --git a/cadetgui/widgets/legacy/config.py b/cadetgui/widgets/legacy/config.py deleted file mode 100644 index 68278e8..0000000 --- a/cadetgui/widgets/legacy/config.py +++ /dev/null @@ -1,564 +0,0 @@ -from __future__ import annotations - -import warnings -from threading import Timer -from typing import Any, Callable, Dict, Optional, Union - -import ipywidgets as W -from CADETProcess.processModel import ComponentSystem - -from ...cadetprocessadapter import ( - DEFAULT_COLUMN_FACTORIES, - MODEL_REGISTRY, - build_column_config_spec, -) -from .base import BaseWidget, ListenerMixin -from .elements import ChoiceField, Modal, ObjectChoiceField -from .form import FormRenderer - -__all__ = ["ConfigurationWidget"] - -# ---------------------- -# CSS-like layout tokens -# ---------------------- - -CSS_ROOT = W.Layout( - position="relative", - width="100%", - overflow="visible", - display="block", - z_index="0", -) - -CSS_TOOLBAR_WRAP = W.Layout( - position="relative", - width="100%", - overflow="visible", - z_index="0", -) - -# Model & Column pickers row -CSS_TOOLBAR_ROW = W.Layout( - align_items="center", - position="relative", - flex_wrap="wrap", - min_width="0", -) - -# Toolbar popover panel -CSS_TOOLBAR_POPOVER = W.Layout( - display="none", - position="absolute", - top="calc(100% + 8px)", - right="0", - width="420px", - max_height="60vh", - overflow_y="auto", - padding="16px", - border="1px solid #ccc", - border_radius="12px", - background_color="#fff", - box_shadow="0 8px 24px rgba(0,0,0,0.25)", - z_index="10020", -) - -# Main model configuration panel (no horizontal scroll) -CSS_MODEL_PANEL = W.Layout( - min_height="500px", - max_width="400px", - display="block", - overflow_x="hidden", -) - -# Grey overlay dimmer for popovers & modal -CSS_OVERLAY_DIMMER = W.Layout( - display="none", - position="absolute", - top="0", left="0", right="0", bottom="0", - background_color="rgba(0,0,0,0.25)", - z_index="10010", - pointer_events="auto", -) - -# Raise a control above overlays if needed -CSS_RAISE_ABOVE_OVERLAY = dict(position="relative", z_index="10040", pointer_events="auto") - - -# ---------------------- -# Utilities -# ---------------------- - -def _set_attr_path(obj: Any, path: str, value: Any) -> None: - """Set attribute or mapping by dotted path. Supports 'param:Family.key'.""" - if path.startswith("param:"): - _, rest = path.split("param:", 1) - family, key = rest.split(".", 1) - try: - obj.parameter[family][key] = value - return - except Exception: - pass - target = obj - parts = path.split(".") - for part in parts[:-1]: - target = getattr(target, part) - setattr(target, parts[-1], value) - - -# ---------------------- -# Widget -# ---------------------- - -class ConfigurationWidget(BaseWidget, ListenerMixin): - """Unified configuration widget for model/column-based process building. - - - Model Configuration: main panel under the toolbar (builds the process) - - Column Configuration: modal dialog for editing column parameters - """ - - # ----- init & state ----- - def __init__( - self, - *, - title: Optional[str] = None, - registry: Optional[dict[str, Callable[[Any], Any]]] = None, - columns: Optional[Union[list[Any], dict[str, Any]]] = None, - on_built: Optional[Callable[[Any], None]] = None, - spec_builder: Optional[type[FormRenderer]] = None, - ) -> None: - ListenerMixin.__init__(self) - - use_defaults = registry is None or columns is None or spec_builder is None - if use_defaults: - self._DEFAULT_COLUMN_FACTORIES = DEFAULT_COLUMN_FACTORIES - self._can_rebuild_columns = True - self._components_value = 1 - columns = DEFAULT_COLUMN_FACTORIES - registry = MODEL_REGISTRY - spec_builder = FormRenderer - else: - self._DEFAULT_COLUMN_FACTORIES = None - self._can_rebuild_columns = False - self._components_value = None - - # External deps / factories - self._registry = registry - self._columns = columns - self._SpecDriven = spec_builder - self._on_built = on_built - - # Column Config modal - self._column_modal = Modal("Column configuration") - - # State - self._built: Any | None = None - self._column_cache: dict[object, Any] = {} - - # Anti-flicker / concurrency guards - self._suspend_main_rebuild: bool = False - self._toolbar_popover_timer: Optional[Timer] = None - self._toolbar_popover_last_factory: Any = None - - # Detachable observers - self._obs_model_spec = None - self._obs_column_spec = None - - # Controls - self._btn_apply = W.Button(description="Apply", button_style="success") - self._btn_reset = W.Button(description="Reset") - self._btn_open_column_modal = W.Button(description="Configure column…", icon="wrench") - - self._components_field: Optional[W.IntText] = ( - W.IntText(description="Components:", value=self._components_value, min=1) - if self._can_rebuild_columns - else None - ) - - super().__init__(title=title or "Configuration") - - # Public API - @property - def process(self) -> Any | None: - return self._built - - # ----- UI builders ----- - def _build_toolbar_row(self) -> W.Widget: - self._model_picker = ObjectChoiceField(label="Model:", items=self._registry) # type: ignore[arg-type] - self._column_picker = ChoiceField(label="Column:", options=self._column_pairs) - for k, v in CSS_RAISE_ABOVE_OVERLAY.items(): - setattr(self._column_picker.widget.layout, k, v) - - row = W.HBox( - [self._components_field, self._model_picker.widget, self._column_picker.widget, self._btn_open_column_modal], - layout=CSS_TOOLBAR_ROW, - ) - return row - - def _build_toolbar_popover(self) -> W.Widget: - self._toolbar_popover = W.VBox([], layout=CSS_TOOLBAR_POPOVER) - return self._toolbar_popover - - def _build_model_panel(self) -> W.Widget: - self._model_panel = W.Box([], layout=CSS_MODEL_PANEL) - return self._model_panel - - def _build_overlay_dimmer(self) -> W.Widget: - self._overlay_dimmer = W.Box([], layout=CSS_OVERLAY_DIMMER) - return self._overlay_dimmer - - # ----- BaseWidget hooks ----- - def _build_body(self) -> W.Widget: - self._manual_mode = not (self._registry and self._columns) - if self._manual_mode: - self._form_box = W.VBox([]) - self._actions = W.HBox([self._btn_apply, self._btn_reset]) - return W.VBox([self._form_box, self._actions]) - - # Normalize columns - if isinstance(self._columns, dict): - self._column_pairs = list(self._columns.items()) - else: - self._column_pairs = [ - (getattr(c, "name", c.__class__.__name__), c) for c in self._columns - ] - - # Toolbar (row + popover anchored to it) - toolbar_row = self._build_toolbar_row() - self._toolbar_wrap = W.Box([toolbar_row], layout=CSS_TOOLBAR_WRAP) - self._toolbar_popover = self._build_toolbar_popover() - self._toolbar_wrap.children = [toolbar_row, self._toolbar_popover] - - # Model Config panel - self._model_panel = self._build_model_panel() - - # Content - self._content = W.VBox([self._toolbar_wrap, self._model_panel], layout=W.Layout(width="100%")) - - # Overlays: dimmer then column modal, all inside the root - self._overlay_dimmer = self._build_overlay_dimmer() - self._root = W.Box([self._content, self._overlay_dimmer, self._column_modal.widget], layout=CSS_ROOT) - - return W.VBox([self._root]) - - def _wire_events(self) -> None: - if getattr(self, "_manual_mode", False): - self._btn_apply.on_click(self._on_apply) - self._btn_reset.on_click(self._on_reset) - return - - self._attach_main_observers() - self._btn_open_column_modal.on_click(self._open_column_modal) - - # Initialize picks - try: - mopts = list(self._model_picker.widget.options) - if mopts: - self._model_picker.set_value(mopts[0][1]) - copts = list(self._column_picker.widget.options) - if copts: - self._column_picker.set_value(copts[0][1]) - except Exception: - pass - - # Initial form - model_fn, column = self._get_selection() - if model_fn and column: - self._rebuild_model_panel(model_fn, column) - - # Components watcher - if self._components_field: - self._components_field.observe(self._on_components_change, names="value") - - # ----- Toolbar popover helpers ----- - def _show_toolbar_popover(self, content: W.Widget, *, title: str | None = None) -> None: - if getattr(self._column_modal, "is_open", False): - try: - self._column_modal.close() - except Exception: - pass - if title: - title_html = W.HTML(f"

{title}

") - self._toolbar_popover.children = [title_html, content] - else: - self._toolbar_popover.children = [content] - self._toolbar_popover.layout.display = "flex" - self._overlay_dimmer.layout.display = "flex" - - def _hide_toolbar_popover(self) -> None: - self._toolbar_popover.layout.display = "none" - self._toolbar_popover.children = [] - self._overlay_dimmer.layout.display = "none" - - def _open_toolbar_popover_with_live_update( - self, - *, - initial_factory: Any, - rebuild_fn: Callable[[Any], FormRenderer], - title_fn: Callable[[Any], str], - observe_widget: W.Widget, - names: str = "value", - ) -> None: - if getattr(self._column_modal, "is_open", False): - try: - self._column_modal.close() - except Exception: - pass - - self._detach_main_observers() - self._suspend_main_rebuild = True - - def _restore(): - self._suspend_main_rebuild = False - try: - observe_widget.unobserve(_on_change, names=names) - except Exception: - pass - if self._toolbar_popover_timer and self._toolbar_popover_timer.is_alive(): - try: - self._toolbar_popover_timer.cancel() - except Exception: - pass - self._attach_main_observers() - self._hide_toolbar_popover() - - form = rebuild_fn(initial_factory) - self._toolbar_popover_last_factory = initial_factory - self._show_toolbar_popover(form.root, title=title_fn(initial_factory)) - - self._toolbar_popover_timer = None - - def _do_rebuild(factory: Any) -> None: - try: - new_form = rebuild_fn(factory) - self._toolbar_popover_last_factory = factory - self._show_toolbar_popover(new_form.root, title=title_fn(factory)) - except Exception as exc: - self._show_toolbar_popover(W.HTML(f"Error: {exc}")) - - def _on_change(change: dict) -> None: - if change.get("name") != names: - return - factory = change.get("new") - if factory is self._toolbar_popover_last_factory: - return - if self._toolbar_popover_timer and self._toolbar_popover_timer.is_alive(): - try: - self._toolbar_popover_timer.cancel() - except Exception: - pass - self._toolbar_popover_timer = Timer(0.12, _do_rebuild, args=(factory,)) - self._toolbar_popover_timer.start() - - observe_widget.observe(_on_change, names=names) - self._popover_close = _restore # retained attribute name for backward-compat - - # ----- Build helpers (Model/Column) ----- - def _build_model_form(self, model_fn: Callable[[Any], Any], column: Any) -> FormRenderer: - with warnings.catch_warnings(): - warnings.simplefilter("ignore", category=UserWarning) - spec = model_fn(column) - - form = (self._SpecDriven or FormRenderer)(spec) # type: ignore[call-arg] - - def _after_apply(_b: W.Button) -> None: - if getattr(form, "built", None) is not None: - self._built = form.built - if self._on_built: - self._on_built(form.built) - self.notify(self._built) - - form._btn_apply.on_click(_after_apply) # noqa: SLF001 - return form - - def _build_column_form(self, column: Any) -> FormRenderer: - spec = build_column_config_spec(column) - form = FormRenderer(spec) - - spec_apply = getattr(spec, "apply", None) - - def _apply_into_column(_b: W.Button) -> None: - vals: Dict[str, Any] = {} - for f in spec.fields: - raw = getattr(form._widgets[f.name], "value", None) # noqa: SLF001 - val = f.transform(raw) if f.transform else raw - if f.validate: - f.validate(val) - vals[f.name] = val - - if callable(spec_apply): - spec_apply(column, vals) - else: - targets = getattr(spec, "targets", None) or {} - wrote_any = False - for fname, v in vals.items(): - target_path = targets.get(fname) - try: - if target_path: - _set_attr_path(column, target_path, v) - wrote_any = True - elif hasattr(column, fname): - setattr(column, fname, v) - wrote_any = True - except Exception: - pass - if not wrote_any: - for k, v in vals.items(): - try: - column.parameter["LRMP"][k] = v - wrote_any = True - except Exception: - pass - - name = getattr(column, "name", column.__class__.__name__) - self.set_status(f"Updated column parameters for: {name}") - self._hide_toolbar_popover() - - form._btn_apply.on_click(_apply_into_column) # noqa: SLF001 - return form - - # ----- Selection helpers ----- - def _make_column(self, factory: Callable[[ComponentSystem], Any]) -> Any: - if factory in self._column_cache: - return self._column_cache[factory] - cs = ComponentSystem(self._components_field.value if self._components_field else 1) - return factory(cs) - - def _get_selection(self) -> tuple[Callable[[Any], Any] | None, Any | None]: - model_fn = self._model_picker.get_value() if hasattr(self, "_model_picker") else None - col_factory = self._column_picker.get_value() if hasattr(self, "_column_picker") else None - column = self._column_cache.get(col_factory) if callable(col_factory) else col_factory - if column is None and callable(col_factory): - column = self._make_column(col_factory) - return model_fn, column - - # ----- Observers attach/detach ----- - def _attach_main_observers(self) -> None: - if self._obs_model_spec is None: - self._obs_model_spec = lambda ch: self._on_spec_change(ch) - self._model_picker.widget.observe(self._obs_model_spec, names="value") - if self._obs_column_spec is None: - self._obs_column_spec = lambda ch: self._on_spec_change(ch) - self._column_picker.widget.observe(self._obs_column_spec, names="value") - - def _detach_main_observers(self) -> None: - if self._obs_model_spec is not None: - try: - self._model_picker.widget.unobserve(self._obs_model_spec, names="value") - except Exception: - pass - self._obs_model_spec = None - if self._obs_column_spec is not None: - try: - self._column_picker.widget.unobserve(self._obs_column_spec, names="value") - except Exception: - pass - self._obs_column_spec = None - - # ----- Event handlers ----- - def _rebuild_model_panel(self, model_fn: Callable[[Any], Any], column: Any) -> None: - form = self._build_model_form(model_fn, column) - with self._model_panel.hold_trait_notifications(): - self._model_panel.children = [form.root] - self.set_status("Select model & column, configure, then click Apply.") - - def _on_spec_change(self, _change: dict) -> None: - if self._suspend_main_rebuild: - return - model_fn, column = self._get_selection() - if model_fn and column: - self._rebuild_model_panel(model_fn, column) - - def _on_components_change(self, change: dict) -> None: - if not self._can_rebuild_columns or change.get("name") != "value": - return - try: - n = int(change["new"]) # type: ignore[index] - if n < 1: - return - except Exception: - return - - self._column_cache.clear() - self._columns = {name: factory for name, factory in self._DEFAULT_COLUMN_FACTORIES.items()} # type: ignore[union-attr] - pairs = list(self._columns.items()) - self._column_pairs = pairs - self._column_picker.widget.options = pairs - if pairs: - self._column_picker.set_value(pairs[0][1]) - - model_fn, column = self._get_selection() - if model_fn and column: - self._rebuild_model_panel(model_fn, column) - self.set_status(f"Rebuilt columns for {n} component(s).") - - def _open_column_modal(self, _btn): - # Close any live popover sessions - if hasattr(self, "_popover_close"): - try: - self._popover_close() - except Exception: - pass - try: - del self._popover_close - except Exception: - pass - if self._toolbar_popover_timer and self._toolbar_popover_timer.is_alive(): - try: - self._toolbar_popover_timer.cancel() - except Exception: - pass - - col_factory = self._column_picker.get_value() - if col_factory is None: - self.set_status("Pick a column first.") - return - - self._overlay_dimmer.layout.display = "flex" - self._suspend_main_rebuild = True - self._detach_main_observers() - - def build_form_for(factory): - column = self._column_cache.get(factory) or self._make_column(factory) - form = self._build_column_form(column) - - def _cache_after_apply(_b): - self._column_cache[factory] = column - model_fn, _ = self._get_selection() - if model_fn is not None: - self._rebuild_model_panel(model_fn, column) - self._column_modal.close() - form._btn_apply.on_click(_cache_after_apply) # noqa: SLF001 - return column, form - - column, form = build_form_for(col_factory) - self._column_modal.open(form.root, title=f"Configure: {getattr(column, 'name', column.__class__.__name__)}") - - def _on_dropdown_change(change: dict): - if change.get("name") != "value" or not self._column_modal.is_open: - return - try: - column2, form2 = build_form_for(change.get("new")) - self._column_modal.set_body(form2.root) - self._column_modal.set_title(f"Configure: {getattr(column2, 'name', column2.__class__.__name__)}") - except Exception as exc: - self._column_modal.set_body(W.HTML(f"Error: {exc}")) - - self._column_picker.widget.observe(_on_dropdown_change, names="value") - - def _on_modal_close(): - try: - self._column_picker.widget.unobserve(_on_dropdown_change, names="value") - except Exception: - pass - self._overlay_dimmer.layout.display = "none" - self._suspend_main_rebuild = False - self._attach_main_observers() - - self._column_modal.add_close_listener(_on_modal_close) - - # ----- Manual mode ----- - def _on_apply(self, _btn: W.Button) -> None: - self.set_status("Manual mode not implemented.") - - def _on_reset(self, _btn: W.Button) -> None: - self.set_status("Reset.") diff --git a/cadetgui/widgets/legacy/elements.py b/cadetgui/widgets/legacy/elements.py deleted file mode 100644 index 39c36d7..0000000 --- a/cadetgui/widgets/legacy/elements.py +++ /dev/null @@ -1,452 +0,0 @@ -# ========================================= -# File: cadetgui/widgets/elements.py -# ========================================= -from __future__ import annotations - -from abc import ABC, abstractmethod -from typing import Any, Callable, Optional, Sequence, Tuple, TypeVar - -import ipywidgets as W - -__all__ = [ - "Element", - "TextField", - "FloatField", - "BoolField", - "Display", - "ChoiceField", - "ObjectChoiceField", - "Modal", -] - -T = TypeVar("T") - - -class Element(ABC): - """Base class for small reusable form elements.""" - - widget: W.Widget - - @abstractmethod - def get_value(self) -> Any: - """Return the current value.""" - - @abstractmethod - def set_value(self, value: Any) -> None: - """Set the current value.""" - - -class TextField(Element): - """Single-line text input with label.""" - - def __init__(self, *, label: str = "", value: str = "") -> None: - self.widget = W.Text(description=label, value=value) - - def get_value(self) -> str: # type: ignore[override] - return str(self.widget.value) - - def set_value(self, value: Any) -> None: # type: ignore[override] - self.widget.value = str(value) - - -class FloatField(Element): - """Float input with label.""" - - def __init__(self, *, label: str = "", value: float = 0.0) -> None: - self.widget = W.FloatText(description=label, value=float(value)) - - def get_value(self) -> float: # type: ignore[override] - return float(self.widget.value) - - def set_value(self, value: Any) -> None: # type: ignore[override] - self.widget.value = float(value) - - -class BoolField(Element): - """Boolean checkbox with label.""" - - def __init__(self, *, label: str = "", value: bool = False) -> None: - self.widget = W.Checkbox(description=label, value=bool(value)) - - def get_value(self) -> bool: # type: ignore[override] - return bool(self.widget.value) - - def set_value(self, value: Any) -> None: # type: ignore[override] - self.widget.value = bool(value) - - -class Display(Element): - """Read-only HTML display block.""" - - def __init__(self, *, html: str = "") -> None: - self.widget = W.HTML(value=html) - - def get_value(self) -> str: # type: ignore[override] - return str(getattr(self.widget, "value", "")) - - def set_value(self, value: Any) -> None: # type: ignore[override] - self.widget.value = str(value) - - -class FloatListInput(W.VBox): - """Editable list of positive floats with +/− controls (no textarea).""" - - def __init__(self, *, label: str = "", values: list[float] | None = None, - min_val: float = 1e-300, step: float = 1e-6) -> None: - self._min = min_val - self._step = step - self._rows = W.VBox([]) - self._add = W.Button(icon="plus", tooltip="Add value") - self._label = W.Label(label) if label else W.Label() - super().__init__([self._label, self._rows, self._add], - layout=W.Layout(width="100%", min_width="0")) - - for v in (values if values else [0.0]): - self._add_row(float(v) if v is not None else 0.0) - - self._add.on_click(lambda _: self._add_row()) - - def _add_row(self, value: float = 0.0) -> None: - num = W.BoundedFloatText( - value=max(value, self._min), - min=self._min, - step=self._step, - readout_format=".6g", - layout=W.Layout(width="180px", min_width="0", flex="0 0 auto"), - ) - rm = W.Button(icon="trash", tooltip="Remove") - row = W.HBox([num, rm], layout=W.Layout(align_items="center")) - rm.on_click(lambda _b: self._remove_row(row)) - self._rows.children = tuple(list(self._rows.children) + [row]) - - def _remove_row(self, row: W.HBox) -> None: - items = list(self._rows.children) - try: - items.remove(row) - self._rows.children = tuple(items if items else []) - except ValueError: - pass - - @property - def value(self) -> list[float]: - return [float(ch.children[0].value) for ch in self._rows.children] - - -import ipywidgets as W - - -class FloatListField(W.HBox): - """List of positive floats aligned with other fields' description column.""" - - def __init__(self, *, description: str, values: list[float] | None = None, - label_width: str = "140px", min_val: float = 0.0, step: float = 1e-6): - self._min = min_val - self._step = step - self._rows = W.VBox([]) - self._add = W.Button(icon="plus", tooltip="Add value") - label = W.Label(description, layout=W.Layout(width=label_width, flex="0 0 auto")) - - box = W.VBox([self._rows, self._add], layout=W.Layout(width="100%", min_width="0")) - super().__init__([label, box], - layout=W.Layout(align_items="flex-start", width="100%", min_width="0")) - - for v in (values if values else [min_val]): - self._add_row(float(v)) - - self._add.on_click(lambda _: self._add_row(0.0)) - - def _add_row(self, value: float) -> None: - num = W.BoundedFloatText( - value=max(value, self._min), - min=self._min, step=self._step, readout_format=".6g", - layout=W.Layout(width="180px", min_width="0", flex="0 0 auto"), - ) - rm = W.Button(icon="trash", tooltip="Remove") - row = W.HBox([num, rm], layout=W.Layout(align_items="center")) - rm.on_click(lambda _b: self._remove_row(row)) - self._rows.children = tuple(list(self._rows.children) + [row]) - - def _remove_row(self, row: W.HBox) -> None: - items = list(self._rows.children) - if row in items: - items.remove(row) - self._rows.children = tuple(items) - - @property - def value(self) -> list[float]: - return [float(ch.children[0].value) for ch in self._rows.children] - - -class Popup(Element): - """Light-weight pseudo-modal popup using an Accordion.""" - - def __init__(self, *, title: str = "Info", content: Optional[W.Widget] = None) -> None: - body = content or W.HTML("Empty") - acc = W.Accordion(children=[body]) - acc.set_title(0, title) - acc.selected_index = None - self.widget = acc - - def get_value(self) -> None: # type: ignore[override] - return None - - def set_value(self, value: Any) -> None: # type: ignore[override] - pass - - def open(self) -> None: - self.widget.selected_index = 0 # type: ignore[attr-defined] - - def close(self) -> None: - self.widget.selected_index = None # type: ignore[attr-defined] - - -class ChoiceField(Element): - """Dropdown for selecting one option from (label, value) pairs. - - Parameters - ---------- - label : str - Text shown left of the dropdown (ipywidgets 'description'). - options : Sequence[Tuple[str, Any]] - Iterable of (label, value) pairs. - value : Any | None - Initially selected value. If None, uses the first option (if any). - layout : W.Layout | None - Optional ipywidgets layout (width, margin, etc.). - style : dict | None - Optional widget.style overrides, e.g. {"description_width": "90px"}. - disabled : bool - Disable user interaction. - placeholder : str | None - If given and value is None, inserts a non-selectable placeholder label. - class_name : str | None - CSS class to add to the widget (ipywidgets v8: .add_class; v7: ._dom_classes). - """ - - def __init__( - self, - *, - label: str = "", - options: Sequence[Tuple[str, Any]] = (), - value: Any | None = None, - layout: Optional[W.Layout] = None, - style: Optional[dict] = None, - disabled: bool = False, - placeholder: str | None = None, - class_name: str | None = None, - ) -> None: - # Build options (optionally add a placeholder) - self._placeholder = None - if placeholder is not None and (value is None) and len(options) > 0: - # ipywidgets Dropdown doesn't support a true non-selectable option, - # so we insert a unique sentinel value and treat it specially. - self._placeholder = object() - options = [(placeholder, self._placeholder)] + list(options) - - self.widget = W.Dropdown(description=label, options=list(options), disabled=disabled) - - if layout is not None: - self.widget.layout = layout - if style and hasattr(self.widget, "style"): - for k, v in style.items(): - setattr(self.widget.style, k, v) - - if class_name: - # v8 - if hasattr(self.widget, "add_class"): - self.widget.add_class(class_name) - # v7 fallback - elif hasattr(self.widget, "_dom_classes"): - self.widget._dom_classes.add(class_name) - - # Set initial value - try: - if value is not None: - self.widget.value = value - else: - # If placeholder present, select it; else leave default (first option) - if self._placeholder is not None: - self.widget.value = self._placeholder - except Exception: - pass - - # ---- Element API ---- - def get_value(self) -> Any: # type: ignore[override] - v = getattr(self.widget, "value", None) - # If placeholder is selected, behave as though no value is chosen - if self._placeholder is not None and v is self._placeholder: - return None - return v - - def set_value(self, value: Any) -> None: # type: ignore[override] - # Allow setting to None -> move to placeholder (if configured) - if value is None and self._placeholder is not None: - self.widget.value = self._placeholder - else: - self.widget.value = value - - # ---- Convenience helpers ---- - def set_options(self, options: Sequence[Tuple[str, Any]], *, keep_value: bool = True) -> None: - """Replace the options. If keep_value=True, try to keep current value if still present.""" - current = self.widget.value - self.widget.options = list(options) - if keep_value and any(v == current for _, v in self.widget.options): - try: - self.widget.value = current - except Exception: - pass - elif self.widget.options: - # default to first option - try: - self.widget.value = self.widget.options[0][1] - except Exception: - pass - - def add_class(self, name: str) -> None: - if hasattr(self.widget, "add_class"): - self.widget.add_class(name) # v8 - elif hasattr(self.widget, "_dom_classes"): - self.widget._dom_classes.add(name) # v7 - - def disable(self) -> None: - self.widget.disabled = True - - def enable(self) -> None: - self.widget.disabled = False - - -class ObjectChoiceField(ChoiceField): - """Dropdown for arbitrary objects with a label function (or attribute). - - Parameters - ---------- - label : str - Text shown left of the dropdown. - items : list[object] | dict[str, object] - Either a list of objects or a mapping of display label -> object. - label_fn : Callable[[object], str] | None - Function to produce a label for each object (used when items is a list). - fallback_attr : str - Attribute name to read for labels if label_fn is not provided (default: 'name'). - value, layout, style, disabled, placeholder, class_name - Passed through to ChoiceField. - """ - - def __init__( - self, - *, - label: str = "Select:", - items: list[object] | dict[str, object], - label_fn: Optional[Callable[[object], str]] = None, - fallback_attr: str = "name", - value: Any | None = None, - layout: Optional[W.Layout] = None, - style: Optional[dict] = None, - disabled: bool = False, - placeholder: str | None = None, - class_name: str | None = None, - ) -> None: - if isinstance(items, dict): - pairs = [(str(k), v) for k, v in items.items()] - else: - pairs = [] - for obj in items: - if label_fn is not None: - lbl = label_fn(obj) - else: - lbl = getattr(obj, fallback_attr, obj.__class__.__name__) - pairs.append((str(lbl), obj)) - - super().__init__( - label=label, - options=pairs, - value=value, - layout=layout, - style=style, - disabled=disabled, - placeholder=placeholder, - class_name=class_name, - ) - - -class Modal: - def __init__(self, title: str = "Dialog") -> None: - self._title = title - self._on_close: list[Callable[[], None]] = [] - self.is_open = False - - self._overlay = W.Box( - [], - layout=W.Layout( - display="none", - position="absolute", # ⬅ anchor to root stack - top="0", left="0", right="0", bottom="0", - width="100%", height="100%", - justify_content="center", - align_items="flex-start", - background_color="rgba(0,0,0,0.35)", - z_index="10030", # ⬅ top of our stack - pointer_events="auto", - ), - ) - - # The card/panel (above the backdrop) - self._title_html = W.HTML() - self._close_btn = W.Button(description="Close", icon="x") - self._close_btn.on_click(lambda _: self.close()) - - header = W.HBox( - [self._title_html, self._close_btn], - layout=W.Layout(justify_content="space-between", align_items="center", width="100%"), - ) - - self.body = W.Box([], layout=W.Layout(flex="1 1 auto", overflow_y="auto", width="100%")) - - self._panel = W.VBox( - [header, self.body], - layout=W.Layout( - width="min(720px, 90vw)", - max_height="80vh", - overflow="hidden", - padding="16px", - border="1px solid #ccc", - border_radius="12px", - background_color="#fff", - box_shadow="0 8px 24px rgba(0,0,0,0.25)", - # Critical bits: - position="relative", # panel has its own stacking context - z_index="2147483647", # above the backdrop (and everything else) - margin="12px 0 0 0", # near the top (adjust to taste) - pointer_events="auto", # panel captures clicks - ), - ) - - self._overlay.children = [self._panel] - self.widget = self._overlay - self.set_title(title) - - def set_title(self, title: str) -> None: - self._title = title - self._title_html.value = f"

{title}

" - - def set_body(self, content: W.Widget) -> None: - self.body.children = [content] - - def open(self, content: W.Widget, *, title: Optional[str] = None) -> None: - if title: - self.set_title(title) - self.set_body(content) - self._overlay.layout.display = "flex" # ipywidgets Boxes render with 'flex' - self.is_open = True - - def close(self) -> None: - self._overlay.layout.display = "none" - self.body.children = [] - self.is_open = False - for fn in list(self._on_close): - try: fn() - except Exception: pass - self._on_close.clear() - - def add_close_listener(self, fn: Callable[[], None]) -> None: - self._on_close.append(fn) diff --git a/cadetgui/widgets/legacy/form.py b/cadetgui/widgets/legacy/form.py deleted file mode 100644 index c55701e..0000000 --- a/cadetgui/widgets/legacy/form.py +++ /dev/null @@ -1,63 +0,0 @@ -# ========================================= -# File: cadetgui/widgets/form.py -# ========================================= -from __future__ import annotations - -from typing import Any, Dict, Optional - -import ipywidgets as W - -from ...cadetprocessadapter import ModelSpec -from .base import BaseWidget - -__all__ = ["FormRenderer"] - - -class FormRenderer(BaseWidget): - """Render a ModelSpec into a form and build an object on Apply.""" - - def __init__(self, spec: ModelSpec, *, title: Optional[str] = None) -> None: - self._spec = spec - self._widgets: Dict[str, W.Widget] = {} - self._btn_apply = W.Button(description="Apply", button_style="success") - self._btn_reset = W.Button(description="Reset") - self.built: Any = None - super().__init__(title=title or spec.title) - - def _build_body(self) -> W.Widget: - rows: list[W.Widget] = [] - for f in self._spec.fields: - w = BaseWidget.widget_for_field(f) - self._widgets[f.name] = w - rows.append(w) - actions = W.HBox([self._btn_apply, self._btn_reset]) - return W.VBox(rows + [actions]) - - def _wire_events(self) -> None: - self._btn_apply.on_click(self._on_apply) - self._btn_reset.on_click(self._on_reset) - - def _collect_values(self) -> Dict[str, Any]: - vals: Dict[str, Any] = {} - for f in self._spec.fields: - raw = getattr(self._widgets[f.name], "value", None) - value = f.transform(raw) if f.transform else raw - if f.validate: - f.validate(value) - vals[f.name] = value - return vals - - def _on_apply(self, _btn: W.Button) -> None: - try: - vals = self._collect_values() - if self._spec.build is None: - raise RuntimeError("Spec has no 'build' function.") - self.built = self._spec.build(vals) - self.set_status("Built successfully.") - except Exception as exc: # noqa: BLE001 - self.built = None - self.set_error(exc) - - def _on_reset(self, _btn: W.Button) -> None: - BaseWidget.reset_fields(self._widgets, self._spec.fields) - self.set_status("Reset to defaults.") diff --git a/cadetgui/widgets/legacy/solution.py b/cadetgui/widgets/legacy/solution.py deleted file mode 100644 index 58a31c4..0000000 --- a/cadetgui/widgets/legacy/solution.py +++ /dev/null @@ -1,971 +0,0 @@ -# ========================================= -# File: cadetgui/widgets/solution.py -# ========================================= -from __future__ import annotations - -from contextlib import redirect_stderr, redirect_stdout -from typing import Any, Callable, Dict, Mapping, Optional, Sequence, Tuple - -import ipywidgets as W -import numpy as np - -from ...simulation import run_process as _default_runner -from .base import BaseWidget - -try: - from collections.abc import Mapping as _MappingABC -except Exception: # pragma: no cover - _MappingABC = dict # type: ignore - -__all__ = ["SolutionWidget", "solution_to_fields_lenmatch"] - -# ---- Optional import for nicer isinstance checks (kept soft) -try: # pragma: no cover - optional convenience - from CADETProcess.fields import Field as _FieldType # type: ignore -except Exception: # pragma: no cover - fallback to duck typing - _FieldType = Any # type: ignore - - -# ---------------------------- -# Generic helpers -# ---------------------------- -def _is_field(obj: Any) -> bool: - """Duck-type check for CADETProcess Field-like objects.""" - if _FieldType is not Any: - try: - return isinstance(obj, _FieldType) - except Exception: - pass - req = ["plot", "sel", "interp", "differentiate", "integrate", "coordinates"] - return all(hasattr(obj, name) for name in req) - - -def _try_plot_result_generic(result: Any, out: W.Output) -> None: - """Best-effort, generic plotting hook (safer checks).""" - try: - import matplotlib.pyplot as plt # type: ignore - from IPython.display import display - with out: - plot_attr = getattr(result, "plot", None) - if callable(plot_attr): - obj = plot_attr() - # Try to display the current figure if one was created - try: - display(plt.gcf()) - except Exception: - pass - return - if isinstance(result, dict) and "t" in result and "y" in result: - t, y = result["t"], result["y"] - plt.figure() - plt.plot(t, y) - plt.xlabel("t") - plt.ylabel("y") - display(plt.gcf()) - else: - print(repr(result)) - except Exception: - pass - - -def _get_attr_or_key(obj: Any, *names: str, default: Any = None) -> Any: - """Return first found attribute or mapping key from names, else default.""" - for n in names: - try: - if hasattr(obj, n): - return getattr(obj, n) - if isinstance(obj, _MappingABC) and n in obj: # type: ignore[arg-type] - return obj[n] - except Exception: - pass - return default - - -def _is_monotonic_increasing(arr: Any) -> bool: - try: - import numpy as _np - a = _np.asarray(arr) - if a.ndim != 1 or a.size < 2: - return False - return _np.all(_np.diff(a) >= 0) - except Exception: - return False - - -# ---------------------------- -# Field builders / coercion -# ---------------------------- -def _best_time_array(obj: Any) -> Any: - """Try to find a plausible time array on an object.""" - cand = _get_attr_or_key(obj, "time", "t") - if cand is not None: - return cand - try: - import numpy as _np - best = None - for name in dir(obj): - if name.startswith("_"): - continue - try: - v = getattr(obj, name) - except Exception: - continue - try: - a = _np.asarray(v) - except Exception: - continue - if a.ndim == 1 and a.size >= 2 and _is_monotonic_increasing(a): - lname = name.lower() - score = 1 - if "time" in lname or lname == "t": - score = 0 - if best is None or score < best[0]: - best = (score, v) - return best[1] if best else None - except Exception: - return None - - -def _pick_data_array(obj: Any, t_len: int) -> Any: - """Pick a plausible data array on an object given a time length.""" - data = _get_attr_or_key(obj, "c", "y", "data", "values", "signal") - if data is not None: - return data - try: - import numpy as _np - best = None - for name in dir(obj): - if name.startswith("_"): - continue - try: - v = getattr(obj, name) - except Exception: - continue - try: - a = _np.asarray(v) - except Exception: - continue - if a.ndim >= 1 and a.shape[0] == t_len: - score = -a.ndim - if best is None or score < best[0]: - best = (score, v) - return best[1] if best else None - except Exception: - return None - - -def _build_field_from_solution(solution: Any, *, name: Optional[str] = None) -> Any: - """Best-effort: turn a SolutionIO.solution-like object into a Field.""" - try: - from CADETProcess.fields import Field as FieldCls # type: ignore - except Exception: - FieldCls = None # type: ignore - - if FieldCls is None: - return solution # Can't build Field without Field class - - t = _get_attr_or_key(solution, "time", "t") - axial = _get_attr_or_key(solution, "axial", "z", "x") - radial = _get_attr_or_key(solution, "radial", "r") - - data = _get_attr_or_key(solution, "c", "y", "data", "values") - comps = _get_attr_or_key(solution, "components", "comp_names", "species") - unit = _get_attr_or_key(solution, "unit", "units") - - if data is None or t is None: - return solution - - coords: Dict[str, Any] = {"time": (t, "s")} - if axial is not None: - coords["axial"] = (axial, "m") - if radial is not None: - coords["radial"] = (radial, "m") - - try: - fld = FieldCls( - coordinates=coords, - data=data, - components=list(comps) if comps is not None else None, - name=name, - unit=unit, - ) - return fld - except Exception: - return solution - - -def _coerce_to_fieldish(result: Any) -> Any: - """Try to coerce common simulation result containers into Field or dict-of-Field.""" - if _is_field(result): - return result - - if isinstance(result, Mapping) and result and all(_is_field(v) for v in result.values()): - return result - - # `.fields` mapping - try: - fields_map = getattr(result, "fields") - if isinstance(fields_map, Mapping) and fields_map and all(_is_field(v) for v in fields_map.values()): - return fields_map - except Exception: - pass - - # `to_fields` / `as_fields` / `to_field` - for meth in ("to_fields", "as_fields", "to_field"): - fn = getattr(result, meth, None) - if callable(fn): - try: - val = fn() - if _is_field(val): - return val - if isinstance(val, Mapping) and val and all(_is_field(v) for v in val.values()): - return val - except Exception: - pass - - # `.solution` mapping with nested SolutionIO → try to build Field - solmap = _get_attr_or_key(result, "solution") - if isinstance(solmap, Mapping) and solmap: - converted: Dict[str, Any] = {} - for unit_name, io_map in solmap.items(): - if isinstance(io_map, Mapping): - for port_name, io in io_map.items(): - sol = _get_attr_or_key(io, "solution") - key = f"{unit_name}:{port_name}" - fld = _build_field_from_solution(sol, name=key) - if _is_field(fld): - converted[key] = fld - elif sol is None: - fld2 = _build_field_from_solution(io, name=key) - if _is_field(fld2): - converted[key] = fld2 - if converted: - return converted - - # Generic mapping: keep Field entries found recursively - if isinstance(result, Mapping) and result: - sub: Dict[str, Any] = {} - for k, v in result.items(): - cv = _coerce_to_fieldish(v) - if _is_field(cv): - sub[k] = cv - if sub: - return sub - - return result - - -# ---------------------------- -# Coordinate normalizer -# ---------------------------- -def _coords_with_units(field: Any) -> Dict[str, Tuple["np.ndarray", Optional[str]]]: - """ - Normalize coordinates to: {dim: (grid_ndarray, unit_or_None)}. - - Prefers xarray attrs when available (field.data[dim].attrs["units"]). - Falls back to field.coordinates and accepts either bare arrays or (values, unit) tuples. - """ - import numpy as np - - # Preferred: via xarray DataArray - try: - da = getattr(field, "data", None) - if da is not None: - out: Dict[str, Tuple[np.ndarray, Optional[str]]] = {} - for dim in da.dims: - vals = np.asarray(da.coords[dim].values) - unit = da.coords[dim].attrs.get("units") - out[dim] = (vals, unit) - return out - except Exception: - pass - - # Fallback: whatever field.coordinates exposes - out: Dict[str, Tuple[np.ndarray, Optional[str]]] = {} - raw = getattr(field, "coordinates", {}) or {} - if isinstance(raw, dict): - for dim, val in raw.items(): - unit = None - arr = val - # Support legacy tuples: (values, unit) - if isinstance(val, tuple) and len(val) == 2: - arr, unit = val - try: - arr = np.asarray(arr) - except Exception: - pass - out[dim] = (arr, unit) - return out - - -# ---------------------------- -# Result transform that really uses solution arrays + real time -# ---------------------------- -def solution_to_fields_lenmatch(res): - """ - Flatten res.solution (unit -> {port -> SolutionIO}) into - { "unit:port": Field } by: - - getting data from io.solution (numpy array) - - inferring T from the data - - locating a unit/global 1D 'time' vector (handles {'values': ...} holders) - - falling back to arange(T) only if necessary - """ - import numpy as np - from CADETProcess.fields import Field # type: ignore - - solmap = getattr(res, "solution", None) - if not isinstance(solmap, Mapping): - return res - - def _safe_arr(x): - try: - return np.asarray(x) - except Exception: - try: - return np.asarray(list(x)) - except Exception: - return None - - def _as_vector(x): - """Extract a vector from common wrappers (dict with 'values', obj.values).""" - if x is None: - return None - # mapping with 'values' - if isinstance(x, Mapping) and "values" in x: - return _safe_arr(x["values"]) - # objects with non-callable .values - vals = getattr(x, "values", None) - if vals is not None and not callable(vals): - return _safe_arr(vals) - # plain array-like - return _safe_arr(x) - - def _scan_time(scope: Mapping, T: int): - """Find a 1D vector of length T in mapping scope, prefer monotonic & 'time' names.""" - best = None - # 1) direct names that may be wrappers - for key in ("time", "t"): - cand = None - if isinstance(scope, Mapping): - if key in scope: - cand = _as_vector(scope[key]) - if cand is not None and cand.ndim == 1 and cand.size == T: - return cand - # 2) nested holders like scope['time'] == {'values': ...} - for k, v in scope.items(): - if isinstance(v, Mapping) and "values" in v: - cand = _safe_arr(v["values"]) - if cand is not None and cand.ndim == 1 and cand.size == T: - return cand - # 3) generic scan of 1D arrays - for k, v in scope.items(): - cand = _as_vector(v) - if cand is None or cand.ndim != 1 or cand.size != T: - continue - return cand - return None - - out: Dict[str, Any] = {} - - for unit, ports in solmap.items(): - if not isinstance(ports, Mapping): - continue - - # Deduce T from any port's data - T = None - for _p, io in ports.items(): - data0 = _as_vector(getattr(io, "solution", None)) - if data0 is None: - continue - if data0.ndim >= 1: - T = int(data0.shape[0]) - break - if T is None: - continue - - # Find a unit-level time first; else global; else synthetic - t = _scan_time(ports, T) - if t is None and isinstance(solmap, Mapping): - gt = _scan_time(solmap, T) - if gt is not None: - t = gt - if t is None: - t = np.arange(T) - - for port, io in ports.items(): - data = _as_vector(getattr(io, "solution", None)) - if data is None or data.ndim < 1: - continue - - # Align time dimension - if data.shape[0] != T and data.shape[-1] == T: - data = np.swapaxes(data, 0, -1) - if data.shape[0] != T: - continue - - coords = {"time": (t, "s")} - comp_names = None - if data.ndim >= 2 and 1 < data.shape[-1] <= 64: - comp_names = [f"C{i}" for i in range(data.shape[-1])] - - try: - out[f"{unit}:{port}"] = Field( - coordinates=coords, - data=data, - components=comp_names, - name=f"{unit}:{port}", - ) - except Exception: - pass - - return out if out else solmap - - -# ---------------------------- -# Widget -# ---------------------------- -class SolutionWidget(BaseWidget): - """Runner/visualizer for CADET-Process processes with Field-aware tooling.""" - - def __init__( - self, - *, - title: Optional[str] = None, - process: Any = None, - config: Optional["ConfigurationWidget"] = None, - runner: Optional[Callable[[Any], Any]] = None, - runner_kwargs: Optional[Dict[str, Any]] = None, - result_transform: Optional[Callable[[Any], Any]] = None, - ) -> None: - self._process: Any | None = None - self._btn_run = W.Button(description="Run simulation", icon="play") - self._btn_clear = W.Button(description="Clear", icon="trash") - self._proc_label = W.HTML("No process set.") - - # Separate outputs: one for the plot, one for logs/stdout/stderr - self._plot_out = W.Output() - self._log_out = W.Output() - - self._show_tb = W.Checkbox(description="Show traceback", value=True) - - self._runner = runner or _default_runner - self._runner_kwargs = runner_kwargs or {} - self._result_transform = result_transform - - # Field-aware UI (created lazily when needed) - self._field_container = W.VBox(layout=W.Layout(display="none")) - self._field_controls: Dict[str, W.Widget] = {} - self._current_result: Any = None # last result object (possibly transformed/coerced) - - # Result inspector UI (always visible after a run) - self._result_info = W.HTML(value="") - self._result_key_dd = W.Dropdown(description="Result key", options=(), layout=W.Layout(width="auto")) - self._result_bar = W.HBox([self._result_info, self._result_key_dd], layout=W.Layout(display="none", gap="12px")) - self._result_key_dd.observe(lambda _ch: self._on_result_key_changed(), names="value") - - # Track a single live figure/axes for reuse when possible - self._fig = None - self._ax = None - - super().__init__(title=title or "Solution") - - if process is not None: - self.set_process(process) - if config is not None: - self.bind_to_config(config) - - # ----- backend helper ----- - def _enable_widget_backend(self) -> None: - """Try to enable ipympl widget backend for interactive plots.""" - try: - import ipympl # noqa: F401 # registers the widget backend if installed - import matplotlib.pyplot as plt - try: - plt.switch_backend("module://ipympl.backend_nbagg") - except Exception: - # May already be using a compatible interactive backend (or switch unsupported here). - pass - except Exception: - # ipympl not installed; fall back to whatever backend is configured. - pass - - # ----- public API ----- - def set_process(self, process: Any) -> None: - self._process = process - self._proc_label.value = ( - f"Process: {getattr(process, 'name', process.__class__.__name__)}" - ) - self.set_status("Ready to run.") - - def bind_to_config(self, config_widget: "ConfigurationWidget") -> None: - # Late import to avoid circular typing issues - from .config import ConfigurationWidget # noqa: WPS433 - - if not isinstance(config_widget, ConfigurationWidget): - raise TypeError("config_widget must be a ConfigurationWidget") - - config_widget.add_listener(self.set_process) - if config_widget.process is not None: - self.set_process(config_widget.process) - - # ----- UI ----- - def _build_body(self) -> W.Widget: - controls = W.HBox([self._btn_run, self._btn_clear, self._show_tb]) - return W.VBox( - [ - W.HBox([self._proc_label, controls]), - self._result_bar, - self._field_container, - self._plot_out, # plot area (single live figure) - self._log_out, # logs/stdout/stderr - ] - ) - - def _wire_events(self) -> None: - self._btn_run.on_click(self._on_run) - self._btn_clear.on_click(self._on_clear) - - # ----- events ----- - def _on_run(self, _btn: W.Button) -> None: - # Fresh run: clear previous outputs - self._plot_out.clear_output() - self._log_out.clear_output() - self._hide_field_ui() - self._hide_result_bar() - self._fig = None - self._ax = None - - if self._process is None: - self.set_error("No process to run. Build one first.") - return - - import io - import traceback as _tb - - capture = bool(self._show_tb.value) - buf_out, buf_err = (io.StringIO(), io.StringIO()) if capture else (None, None) - - try: - if capture: - with redirect_stdout(buf_out), redirect_stderr(buf_err): - raw = self._runner(self._process, **self._runner_kwargs) - else: - raw = self._runner(self._process, **self._runner_kwargs) - - # Optional transform, then coercion to Field-ish structures - result = self._result_transform(raw) if callable(self._result_transform) else raw - result = _coerce_to_fieldish(result) - self._current_result = result - - # Show result meta / selector if needed - self._show_result_bar(result) - - with self._log_out: - if capture: - if buf_out and buf_out.getvalue().strip(): - print("=== stdout ===") - print(buf_out.getvalue(), end="") - if buf_err and buf_err.getvalue().strip(): - print("=== stderr ===") - print(buf_err.getvalue(), end="") - print("Simulation finished.") - - # If it's Field-like, expose Field controls; if mapping try to plot one entry; else fallback - if self._render_field_ui_if_applicable(result): - self.set_status("Field detected — use controls to slice/plot.") - self._plot_field_from_controls() - elif isinstance(result, Mapping): - self._attempt_plot_from_mapping(result) - else: - with self._log_out: - print(repr(result)) - _try_plot_result_generic(result, self._log_out) - self.set_status("Simulation complete.") - - except Exception as exc: # noqa: BLE001 - with self._log_out: - if capture: - tb = _tb.TracebackException.from_exception(exc, capture_locals=True) - if buf_out and buf_out.getvalue().strip(): - print("=== stdout (captured) ===") - print(buf_out.getvalue(), end="") - if buf_err and buf_err.getvalue().strip(): - print("=== stderr (captured) ===") - print(buf_err.getvalue(), end="") - print("=== full traceback (with chained causes) ===") - print("".join(tb.format(chain=True)), end="") - else: - print(f"{exc.__class__.__name__}: {exc}") - self.set_error(f"Simulation error: {exc}") - - def _on_clear(self, _btn: W.Button) -> None: - self._plot_out.clear_output() - self._log_out.clear_output() - self._hide_field_ui() - self._hide_result_bar() - self._fig = None - self._ax = None - self.set_status("Cleared.") - - # ----- Result bar ----- - def _hide_result_bar(self) -> None: - self._result_bar.layout.display = "none" - self._result_info.value = "" - self._result_key_dd.options = () - - def _show_result_bar(self, result: Any) -> None: - typ = type(result).__name__ - if isinstance(result, Mapping): - keys = list(result.keys()) - self._result_info.value = f"Result: Mapping[{len(keys)}], type={typ}" - self._result_key_dd.options = [(str(k), k) for k in keys] - self._result_key_dd.value = keys[0] if keys else None - self._result_bar.layout.display = "flex" - else: - self._result_info.value = f"Result: {typ}" - self._result_key_dd.options = () - self._result_bar.layout.display = "flex" - - def _on_result_key_changed(self) -> None: - if not isinstance(self._current_result, Mapping) or not self._current_result: - return - key = self._result_key_dd.value - val = self._current_result.get(key) - self._log_out.clear_output() - self._hide_field_ui() - if self._render_field_ui_if_applicable(val): - self._plot_field_from_controls() - self.set_status(f"Viewing: {key}") - else: - with self._log_out: - print(repr(val)) - _try_plot_result_generic(val, self._log_out) - self.set_status(f"Viewing: {key}") - - def _attempt_plot_from_mapping(self, mapping: Mapping[str, Any]) -> None: - # Prefer the first Field in the mapping, if any - for k, v in mapping.items(): - if _is_field(v): - self._result_key_dd.value = k - self._on_result_key_changed() # route through the normal path - return - - # Fallback: generic repr/plot of the first entry - first_key = next(iter(mapping.keys())) if mapping else None - val = mapping.get(first_key) if first_key is not None else None - with self._log_out: - print(repr(mapping)) - if first_key is not None: - print("--- First entry ---") - print(repr(val)) - _try_plot_result_generic(val, self._log_out) - self.set_status("No Field found in mapping.") - - # ----- Field-aware UI ----- - def _hide_field_ui(self) -> None: - self._field_container.layout.display = "none" - self._field_container.children = () - self._field_controls.clear() - - def _render_field_ui_if_applicable(self, result: Any) -> bool: - - # Determine the single Field to render controls for - if _is_field(result): - field = result - elif isinstance(result, Mapping) and result and all(_is_field(v) for v in result.values()): - # Use currently selected key from the result bar - key = self._result_key_dd.value - if key is None or key not in result: - key = next(iter(result.keys())) - field = result[key] - else: - return False - - # reset control registry for fresh UI - self._field_controls = {} - - rows: list[W.Widget] = [] - - # Components UI (if any) - components: Sequence[str] | None = getattr(field, "components", None) - showed_component_selector = False - if components is not None and len(components) > 0: - comp_sel = W.SelectMultiple( - description="Components", - options=list(components), - value=tuple(components), - layout=W.Layout(width="420px", height="120px"), - ) - self._field_controls["components"] = comp_sel - comp_sel.observe(lambda _ch: self._plot_field_from_controls(), names="value") - rows.append(comp_sel) - showed_component_selector = True - - # Slicing controls - coords = _coords_with_units(field) - slicer_boxes: list[W.Widget] = [] - numeric_axis_names: list[str] = [] - - for name, (grid, unit) in coords.items(): - # If we've already provided a dedicated components selector, skip duplicating - if name == "component" and showed_component_selector: - continue - - # ensure numpy array for dtype inspection - arr = np.asarray(grid) - is_numeric = np.issubdtype(arr.dtype, np.number) - - ulabel = f"[{unit}]" if unit else "" - if is_numeric: - # numeric axis → checkbox + FloatText + method dropdown - try: - v0 = float(arr[0]) if arr.size else 0.0 - except (TypeError, ValueError): - v0 = 0.0 - - cb_fix = W.Checkbox(description=f"Fix {name} {ulabel}".strip(), value=False) - val = W.FloatText( - description=f"{name}=", - value=v0, - layout=W.Layout(width="220px"), - ) - method = W.Dropdown( - description="method", - options=["exact", "nearest"], - value="exact", - layout=W.Layout(width="150px"), - ) - hb = W.HBox([cb_fix, val, method]) - - self._field_controls[f"fix_{name}"] = cb_fix - self._field_controls[f"val_{name}"] = val - self._field_controls[f"method_{name}"] = method - for w in (cb_fix, val, method): - w.observe(lambda _ch: self._plot_field_from_controls(), names="value") - - slicer_boxes.append(hb) - numeric_axis_names.append(name) - - else: - # categorical axis → multi-select - options = [str(x) for x in arr.tolist()] - sel = W.SelectMultiple( - description=name.capitalize(), - options=options, - value=tuple(options), - layout=W.Layout(width="420px", height="120px"), - ) - self._field_controls[f"sel_{name}"] = sel - sel.observe(lambda _ch: self._plot_field_from_controls(), names="value") - slicer_boxes.append(sel) - - if slicer_boxes: - rows.append(W.VBox([W.HTML("Slicing"), *slicer_boxes])) - - # Interpolation controls (numeric axes only) - if numeric_axis_names: - interp_enable = W.Checkbox(description="Interpolate", value=False) - interp_axis = W.Dropdown( - description="along", - options=numeric_axis_names, - value=numeric_axis_names[0], - ) - interp_points = W.IntText(description="points", value=100) - hb_interp = W.HBox([interp_enable, interp_axis, interp_points]) - self._field_controls["interp_enable"] = interp_enable - self._field_controls["interp_axis"] = interp_axis - self._field_controls["interp_points"] = interp_points - for w in (interp_enable, interp_axis, interp_points): - w.observe(lambda _ch: self._plot_field_from_controls(), names="value") - rows.append(W.VBox([W.HTML("Interpolation"), hb_interp])) - else: - # No numeric axes → disable interpolation UI entirely - interp_note = W.HTML("No numeric axes available for interpolation.") - rows.append(W.VBox([W.HTML("Interpolation"), interp_note])) - - # Calculus controls (numeric axes only) - if numeric_axis_names: - calc_mode = W.Dropdown( - description="Operation", - options=["None", "Differentiate", "Integrate"], - value="None", - ) - calc_axis = W.Dropdown( - description="w.r.t.", - options=numeric_axis_names, - value=numeric_axis_names[0], - ) - hb_calc = W.HBox([calc_mode, calc_axis]) - self._field_controls["calc_mode"] = calc_mode - self._field_controls["calc_axis"] = calc_axis - for w in (calc_mode, calc_axis): - w.observe(lambda _ch: self._plot_field_from_controls(), names="value") - rows.append(W.VBox([W.HTML("Analysis"), hb_calc])) - else: - calc_note = W.HTML("No numeric axes available for analysis.") - rows.append(W.VBox([W.HTML("Analysis"), calc_note])) - - # Plot button (manual trigger in addition to reactive updates) - btn_plot = W.Button(description="Plot", icon="line-chart") - btn_plot.on_click(lambda _b: self._plot_field_from_controls()) - rows.append(btn_plot) - - self._field_container.children = tuple(rows) - self._field_container.layout.display = "block" - return True - - def _gather_slice_kwargs(self) -> Dict[str, Tuple[float, str]]: - kwargs: Dict[str, Tuple[float, str]] = {} - for key, widget in self._field_controls.items(): - if key.startswith("fix_") and isinstance(widget, W.Checkbox) and widget.value: - coord = key[len("fix_") :] - valw = self._field_controls.get(f"val_{coord}") - methw = self._field_controls.get(f"method_{coord}") - if isinstance(valw, W.FloatText) and isinstance(methw, W.Dropdown): - kwargs[coord] = (float(valw.value), str(methw.value)) - return kwargs - - def _get_active_field(self) -> Any: - # If we have a mapping, prefer the currently selected Result key - if isinstance(self._current_result, Mapping): - key = self._result_key_dd.value - if key is not None and key in self._current_result: - return self._current_result[key] - # Otherwise, the result itself is a Field (or something else) - return self._current_result - - def _apply_interpolation(self, fld: Any) -> Any: - enable = self._field_controls.get("interp_enable") - axis = self._field_controls.get("interp_axis") - points = self._field_controls.get("interp_points") - if isinstance(enable, W.Checkbox) and enable.value and isinstance(axis, W.Dropdown) and isinstance(points, W.IntText): - coords = _coords_with_units(fld) - if axis.value in coords: - grid, _unit = coords[axis.value] - if len(grid) >= 2 and points.value > 1: - import numpy as np # local import - new_grid = np.linspace(float(grid[0]), float(grid[-1]), int(points.value)) - try: - return fld.interp(**{axis.value: new_grid}) - except Exception: - return fld - return fld - - def _apply_calculus(self, fld: Any) -> Any: - mode = self._field_controls.get("calc_mode") - axis = self._field_controls.get("calc_axis") - if isinstance(mode, W.Dropdown) and isinstance(axis, W.Dropdown): - try: - if mode.value == "Differentiate" and axis.value: - return fld.differentiate(axis.value) - if mode.value == "Integrate" and axis.value: - return fld.integrate(axis.value) - except Exception: - return fld - return fld - - def _plot_field_from_controls(self) -> None: - # Make the figure area behave like a single live canvas - self._plot_out.clear_output(wait=True) - - # Enable interactive backend if possible (ipympl) - self._enable_widget_backend() - - import matplotlib.pyplot as plt # local import - from IPython.display import display - - fld = self._get_active_field() - if not _is_field(fld): - with self._log_out: - print("No Field to plot.") - return - - fld2 = self._apply_interpolation(fld) - fld3 = self._apply_calculus(fld2) - - # Slicing - slice_kwargs = self._gather_slice_kwargs() - if slice_kwargs: - try: - for coord, (value, method) in slice_kwargs.items(): - if method == "nearest": - fld3 = fld3.sel(**{coord: value}, method="nearest") - else: - fld3 = fld3.sel(**{coord: value}) - except Exception: - pass - - # Component selection (optional) - comp_sel = self._field_controls.get("components") - if isinstance(comp_sel, W.SelectMultiple) and comp_sel.value: - try: - if len(comp_sel.value) == 1: - fld3 = fld3[comp_sel.value[0]] - except Exception: - pass - - # Draw a single figure and show it once in the plot output - try: - with self._plot_out: - ax = None - # Try to reuse an existing axes if Field.plot supports it - if self._ax is not None: - try: - self._ax.clear() - ax = self._ax - except Exception: - ax = None - - if ax is not None: - # Many APIs accept 'ax=...'; try first - try: - ret = fld3.plot({}, ax=ax) - except TypeError: - # fallback: set current axes and let plot create artists - plt.sca(ax) - ret = fld3.plot({}) - else: - # first time (or reuse failed): make a fresh figure - fig, ax = plt.subplots() - ret = fld3.plot({}) - self._fig, self._ax = fig, ax - - # Capture figure reference if plot returned axes - try: - if hasattr(ret, "get_figure"): - self._fig = ret.get_figure() - try: - # if we didn’t create ax above, pull one from ret - self._ax = ret if hasattr(ret, "plot") else getattr(ret, "axes", [None])[0] - except Exception: - pass - else: - # last-resort: current fig/ax - self._fig = plt.gcf() - self._ax = plt.gca() - except Exception: - pass - - # Display exactly once (plot_out was cleared above) - display(self._fig) - - except Exception: - # very defensive fallback (generic plot/print) - with self._plot_out: - try: - coords = _coords_with_units(fld3) - fixed = { - dim: grid[0] - for dim, (grid, _unit) in coords.items() - if hasattr(grid, "__len__") and len(grid) > 0 - } - ret = fld3.plot(fixed) - try: - self._fig = ret.get_figure() if hasattr(ret, "get_figure") else plt.gcf() - display(self._fig) - except Exception: - pass - except Exception: - _try_plot_result_generic(fld3, self._log_out) - - self.set_status("Plotted.") diff --git a/examples/configuration_and_solution.ipynb b/examples/configuration_and_solution.ipynb index 0b60102..3e6034a 100644 --- a/examples/configuration_and_solution.ipynb +++ b/examples/configuration_and_solution.ipynb @@ -3,7 +3,7 @@ { "cell_type": "markdown", "id": "b4cb635e", - "source": "# CADET-GUI: Configuration + Solution widgets\n\nThis notebook walks through the two widgets built so far in `cadetgui.widgets.composite`:\n\n- **`ConfigurationWidget`** — pick a unit operation (column) and a model-builder template (e.g. LWE), configure both, and build a real CADET-Process process object.\n- **`SolutionWidget`** — run that process through the CADET-Process simulator and plot the result.\n\nBoth are widgets: they render inline in this notebook, and the CADET-Process objects they build stay fully accessible afterwards for scripting — the GUI never traps you inside it.\n\n*(There's also an earlier ipywidgets-based prototype in `cadetgui.widgets.legacy`, kept only as reference material — this notebook uses the current anywidget-based implementation.)*", + "source": "# CADET-GUI: Configuration + Solution widgets\n\nThis notebook walks through the widgets built so far in `cadetgui.widgets.composite`:\n\n- **`ConfigurationWidget`** — pick a unit operation (column) and a model-builder template (e.g. LWE), configure both, and build a real CADET-Process process object. Includes Python-script export.\n- **`SolutionWidget`** — run that process through the CADET-Process simulator and plot the result, with built-in run history.\n- **`DataImportWidget`** — import a measured chromatogram and overlay it for comparison.\n\nAll are widgets: they render inline in this notebook, and the CADET-Process objects they build stay fully accessible afterwards for scripting — the GUI never traps you inside it.", "metadata": {} }, { diff --git a/tests/display_widgets.ipynb b/tests/display_widgets.ipynb deleted file mode 100644 index 58001f2..0000000 --- a/tests/display_widgets.ipynb +++ /dev/null @@ -1,524 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 3, - "id": "2d5d3b56", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "The autoreload extension is already loaded. To reload it, use:\n", - " %reload_ext autoreload\n" - ] - } - ], - "source": [ - "from cadetgui.widgets import ConfigurationWidget, SolutionWidget\n", - "from CADETProcess.simulator import Cadet\n", - "\n", - "\n", - "%load_ext autoreload\n", - "%autoreload 2\n", - "%matplotlib widget" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "75d29533", - "metadata": {}, - "outputs": [], - "source": [ - "from collections.abc import Mapping\n", - "from CADETProcess.fields import Field\n", - "import numpy as np\n", - "\n", - "def solution_to_fields_lenmatch_v3(res):\n", - " \"\"\"\n", - " Flatten res.solution (unit -> {port -> SolutionIO}) into\n", - " { \"unit:port\": Field }, using:\n", - " data := io.solution (numpy array, with (T,1) -> (T,))\n", - " time := try unit-level 'time'/'t' (incl. {'values': ...}) of length T,\n", - " else try global (res.solution) same way, else np.arange(T).\n", - " \"\"\"\n", - " solmap = getattr(res, \"solution\", None)\n", - " if not isinstance(solmap, Mapping):\n", - " return res\n", - "\n", - " def _safe_arr(x):\n", - " try:\n", - " return np.asarray(x)\n", - " except Exception:\n", - " try:\n", - " return np.asarray(list(x))\n", - " except Exception:\n", - " return None\n", - "\n", - " def _as_vector(x):\n", - " \"\"\"Extract 1D vector from common wrappers (dict with 'values', obj.values, or array-like).\"\"\"\n", - " if x is None:\n", - " return None\n", - " if isinstance(x, Mapping) and \"values\" in x:\n", - " return _safe_arr(x[\"values\"])\n", - " vals = getattr(x, \"values\", None)\n", - " if vals is not None and not callable(vals):\n", - " return _safe_arr(vals)\n", - " return _safe_arr(x)\n", - "\n", - " def _find_time(scope: Mapping, T: int):\n", - " # 1) direct 'time'/'t'\n", - " for key in (\"time\", \"t\"):\n", - " if key in scope:\n", - " cand = _as_vector(scope[key])\n", - " if cand is not None and cand.ndim == 1 and cand.size == T:\n", - " return cand\n", - " # 2) nested holders like {'time': {'values': ...}}\n", - " for k, v in scope.items():\n", - " if isinstance(v, Mapping) and \"values\" in v:\n", - " cand = _safe_arr(v[\"values\"])\n", - " if cand is not None and cand.ndim == 1 and cand.size == T:\n", - " return cand\n", - " # 3) any 1D array of length T\n", - " for k, v in scope.items():\n", - " cand = _as_vector(v)\n", - " if cand is not None and cand.ndim == 1 and cand.size == T:\n", - " return cand\n", - " return None\n", - "\n", - " out = {}\n", - "\n", - " for unit, ports in solmap.items():\n", - " if not isinstance(ports, Mapping):\n", - " continue\n", - " for port, io in ports.items():\n", - " data = getattr(io, \"solution\", None)\n", - " data = _safe_arr(data)\n", - " if data is None or data.ndim < 1:\n", - " continue\n", - "\n", - " # squeeze trailing singleton (T,1) -> (T,)\n", - " if data.ndim >= 2 and data.shape[-1] == 1:\n", - " data = data[..., 0]\n", - "\n", - " T = int(data.shape[0])\n", - " if T <= 1:\n", - " continue\n", - "\n", - " # time (per port): unit → global → arange\n", - " t = _find_time(ports, T)\n", - " if t is None:\n", - " t = _find_time(solmap, T)\n", - " if t is None:\n", - " t = np.arange(T)\n", - "\n", - " coords = {\"time\": (t, \"s\")}\n", - "\n", - " # treat last dim as components if >1 and small-ish\n", - " comp_names = None\n", - " if data.ndim >= 2 and 1 < data.shape[-1] <= 64:\n", - " comp_names = [f\"C{i}\" for i in range(data.shape[-1])]\n", - "\n", - " try:\n", - " out[f\"{unit}:{port}\"] = Field(\n", - " coordinates=coords,\n", - " data=data,\n", - " components=comp_names,\n", - " name=f\"{unit}:{port}\",\n", - " )\n", - " except Exception:\n", - " # Skip malformed, keep others\n", - " pass\n", - "\n", - " return out if out else solmap\n", - "\n", - "\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "a9c1028e", - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "1d6baee5a108410486c19789cb58b274", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "VBox(children=(HTML(value=\"

Configuration

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mfy7feQcAACAtdtBrYc2aNfnjwsLCGvtWvPv66tWrt+s63nzzzfj2t78dERF77rln3H///ZHL5Wo857rrrovi4uL8o+IOPwAAAOkQ0GuhadOm+ePym7NVp+Ju9ae/im1bLFmyJE455ZRYvnx55HK5uPvuu+PAAw/c4nkjRoyI0tLS/GNHXXYPAADAtnGJey20bNkyf7yly9ZXrlyZP97S5fC19a9//StOPPHE/F3hf/GLX8TZZ59dq3ObNGlS7XeqAwAAkA476LVQ8cZwixYtqrFvxR3q7XE5+fLly+Pkk0+O119/PSIifvazn8WwYcO2eVwAAADSIqDXQsVLyd98880a+1Zs79mz5zbNu3r16vjKV74Sr7zySkREXHLJJXH55Zdv05gAAACkSUCvhS5dukT79u0jIuL555+vse+UKVMiIqJDhw7RuXPnrZ5z/fr1cfrpp+fnu/DCC+OGG27Y6vEAAABIm4BeC7lcLgYMGBARn+yQT58+vcp+06dPz++gDxgwYIt3WK/Oxo0b49/+7d/i6aefjoiIc845J26//fatGgsAAICGQUCvpYsvvjgKCj65p96wYcMqfYXa6tWr858NLygoiIsvvrjKcfr16xe5XC5yuVz+pm8VZVkW559/fv67zk8//fS49957tzrsAwAA0DDsFndxnzp1asyZMyf/84cffpg/njNnTowdO3az/kOGDKk0Rrdu3WL48OFx/fXXx8yZM+Poo4+OH/3oR7H//vvH3LlzY/To0TFr1qyI+OSz4gcccMBWrXX48OFx7733RkREr1694ic/+UnMnj27xnN69eq1VXMBAACQjlyWZVl9L2JHGzJkSNx333217l/dS7Jp06Y4//zz45577qn23PPOOy/GjBkTjRpVfXFCv3798p8rnzdvXqXPqXfu3DnefffdWq+1pvVWpaysLIqLi6O0tDSKiorqNA8AALDrkA3S4xL3OmjUqFHcfffd8dRTT8WAAQOiffv2UVhYGO3bt48BAwbE7373u7jrrruqDecAAABQnd1iB53/z7tkAABAhGyQIlu9AAAAkAABHQAAABIgoAMAAEACBHQAAABIgIAOAAAACRDQAQAAIAECOgAAACRAQAcAAIAECOgAAACQAAEdAAAAEiCgAwAAQAIEdAAAAEiAgA4AAAAJENABAAAgAQI6AAAAJEBABwAAgAQI6AAAAJAAAR0AAAASIKADAABAAgR0AAAASICADgAAAAkQ0AEAACABAjoAAAAkQEAHAACABAjoAAAAkAABHQAAABIgoAMAAEACBHQAAABIgIAOAAAACRDQAQAAIAECOgAAACRAQAcAAIAECOgAAACQAAEdAAAAEiCgAwAAQAIEdAAAAEiAgA4AAAAJENABAAAgAQI6AAAAJEBABwAAgAQI6AAAAJAAAR0AAAASIKADAABAAgR0AAAASICADgAAAAkQ0AEAACABAjoAAAAkQEAHAACABAjoAAAAkAABHQAAABIgoAMAAEACBHQAAABIgIAOAAAACRDQAQAAIAECOgAAACRAQAcAAIAECOgAAACQAAEdAAAAEiCgAwAAQAIEdAAAAEiAgA4AAAAJENABAAAgAbtFQP/ggw9i4sSJceWVV8Ypp5wSbdq0iVwuF7lcLoYMGVLn8SZNmhQDBw6MkpKSaNKkSZSUlMTAgQNj0qRJ23Xd//znP2PkyJFxyCGHRHFxcRQVFcUhhxwSI0eOjH/+85/bdS4AAADqVy7Lsqy+F7Gj5XK5atsGDx4cY8eOrdU4WZbFhRdeGGPGjKm2z9ChQ+POO++scc7aeOWVV2LAgAHx3nvvVdnevn37ePzxx6NPnz51GresrCyKi4ujtLQ0ioqKtmmNAABAwyUbpGe32EGvqGPHjnHiiSdu1bmXX355Ppz37t07xo0bFzNmzIhx48ZF7969IyJizJgxccUVV2zTGhcvXhxf+cpX4r333ouCgoK49NJLY8qUKTFlypS49NJLo6CgIJYsWRKnnXZaLF68eJvmAgAAIA27xQ76yJEj47DDDovDDjss2rVrF/Pnz48uXbpERO130OfMmRM9e/aMDRs2RJ8+fWLKlCmx55575ttXrVoVxx13XMycOTMKCgrizTffjP3333+r1jtkyJC47777IiLiwQcfjEGDBm3W/tBDD8U3vvGNiIj49re/Hffcc0+tx/YuGQAAECEbpGi32EEfNWpUnHbaadGuXbutHuPmm2+ODRs2RETErbfeulk4j4ho1qxZ3HrrrRERsWHDhrjlllu2ap73338/fvOb30RExEknnVQpnEdEDBo0KE466aSIiLj//vvj/fff36q5AAAASMduEdC3VZZl8fjjj0dERI8ePaJv375V9uvbt2907949IiIee+yx2JqLE5544onYuHFjRHyyO16d8pvbbdy4MZ544ok6zwMAAEBaBPRamDdvXv6z3scdd1yNfcvbFy1aFPPnz6/zXC+88EKlsWqaJyJi6tSpdZ4HAACAtBTU9wIagtmzZ+ePe/ToUWPfiu2zZ8/Of9a9rnMVFxfHvvvuW22///N//k8UFRVFWVnZZutrCH75y9di3Lg59b0MAACoV2ef3TW+971e9b0MEiKg18LChQvzxyUlJTX27dixY5Xn1XWuLc1TPtfrr7++VfPUp3ffXR7Tp39Q38sAAIB6ddRRW3+PLHZNAnotLF++PH/cokWLGvs2b948f7xixYqtnmtL81Scq6Z51q5dG2vXrs3/XFZWVuc1AQAAsOP5DHotrFmzJn9cWFhYY98mTZrkj1evXr3Vc21pnopz1TTPddddF8XFxflHxR1+AAAA0iGg10LTpk3zx+vWrauxb8Xd6k9/FVtd5trSPBXnqmmeESNGRGlpaf7R0C6HBwAA2F24xL0WWrZsmT/e0mXrK1euzB/X5jL1quZatWpVrS6PL5+rpnmaNGmy2a5+Cjp1ahl9++5T38sAAIB61alTyy13YrcioNdCxRu2LVq0qMa+FXeot+Zy8pKSknj//fe3OE/FuRraZevf+14vd6sEAAD4FJe418KBBx6YP37zzTdr7FuxvWfPnls9V2lpaSxdurTafu+9917+hm9bMw8AAABpEdBroUuXLtG+ffuIiHj++edr7DtlypSIiOjQoUN07ty5znMdc8wx+eOa5qrYdvTRR9d5HgAAANIioNdCLpeLAQMGRMQnO+TTp0+vst/06dPzO+gDBgyIXC5X57m++tWvRqNGn5Tl3nvvrbbf2LFjIyKiUaNG8dWvfrXO8wAAAJAWAb2WLr744igo+OQj+8OGDav01WarV6+OYcOGRUREQUFBXHzxxVWO069fv8jlcpHL5WL+/PmV2vfdd9/45je/GRERv//972PChAmV+jz00EPx+9//PiIizjnnnNh333239mkBAACQiN3iJnFTp06NOXPm5H/+8MMP88dz5szJ70aXGzJkSKUxunXrFsOHD4/rr78+Zs6cGUcffXT86Ec/iv333z/mzp0bo0ePjlmzZkVExCWXXBIHHHDAVq/3mmuuiUmTJsWyZcvi7LPPjpkzZ8Zpp50WERETJ06Mm266KSIi2rZtG1dfffVWzwMAAEA6clmWZfW9iB1tyJAhcd9999W6f3UvyaZNm+L888+Pe+65p9pzzzvvvBgzZkz+MvVP69evX/7z4/Pmzav2c+ovv/xyfO1rX6v2RnH77rtvPPbYY3HEEUfU8EwqKysri+Li4igtLY2ioqI6nQsAAOw6ZIP0uMS9Dho1ahR33313PPXUUzFgwIBo3759FBYWRvv27WPAgAHxu9/9Lu66665qw3ldHHHEEfHqq6/G5ZdfHr169YoWLVpEixYt4uCDD47LL788XnvttTqHcwAAANK1W+yg8/95lwwAAIiQDVJkBx0AAAASIKADAABAAgR0AAAASICADgAAAAkQ0AEAACABAjoAAAAkQEAHAACABAjoAAAAkAABHQAAABIgoAMAAEACBHQAAABIgIAOAAAACRDQAQAAIAECOgAAACRAQAcAAIAECOgAAACQAAEdAAAAEiCgAwAAQAIEdAAAAEiAgA4AAAAJENABAAAgAQI6AAAAJEBABwAAgAQI6AAAAJAAAR0AAAASIKADAABAAgR0AAAASICADgAAAAkQ0AEAACABAjoAAAAkQEAHAACABAjoAAAAkAABHQAAABIgoAMAAEACBHQAAABIgIAOAAAACRDQAQAAIAECOgAAACRAQAcAAIAECOgAAACQAAEdAAAAEiCgAwAAQAIEdAAAAEiAgA4AAAAJENABAAAgAQI6AAAAJEBABwAAgAQI6AAAAJAAAR0AAAASIKADAABAAgR0AAAASICADgAAAAkQ0AEAACABAjoAAAAkQEAHAACABAjoAAAAkAABHQAAABIgoAMAAEACBHQAAABIgIAOAAAACRDQAQAAIAECOgAAACRAQK+jNWvWxO233x4nnHBCtG3bNgoLC6NDhw5x6qmnxvjx47fbPG+88UYMGzYsDj744CgqKorCwsJo27ZtfPGLX4ybb745li9fvt3mAgAAoP7lsizL6nsRDcVbb70VAwYMiLfeeqvaPieffHJMmDAhmjdvvtXz3HTTTfHjH/84NmzYUG2fTp06xRNPPBGf/exn6zR2WVlZFBcXR2lpaRQVFW31GgEAgIZNNkiPHfRaWrZsWfTv3z8fzgcNGhQTJ06Mv/zlLzFx4sQYNGhQRERMmjQpzj777K2e58EHH4zhw4fHhg0borCwMH7wgx/EU089FS+//HL89re/jWOOOSYiIt599904+eSTo7S0dNufHAAAAPXODnotXXTRRXHbbbdFRMTIkSPjqquuqtRn5MiR8dOf/jQiIh5++OEYOHBgnec5+OCD47XXXouIiIkTJ8app55aqc/pp58ejzzySER8stv+wx/+sNbje5cMAACIkA1SJKDXwsaNG6NNmzbx8ccfR6dOnWLu3LnRuHHjKvvtt99+sWDBgujTp0+88sordZqn/B9IRMTnPve5+POf/1xlv7///e9xyCGHRMQnYX3ChAl1nsM/QgAA2L3JBulxiXstvP322/Hxxx9HRET//v2rDOcREY0bN47+/ftHRMTMmTNj/vz5dZpn3bp1+eP99tuv2n77779//njt2rV1mgMAAIA0Cei18K9//St/3K5duxr7VmyfMmVKneZp06ZNtG7dOiIi3nnnnWr7zZ07N3/crVu3Os0BAABAmgT0Wqh4R/Yt3ZStYvsbb7xR57mGDh0aERF/+ctf4umnn66yz89+9rOI+GTH/j/+4z/qPAcAAADpKajvBTQEXbt2jT322CPWr1+/xV3xiu0LFiyo81yXXXZZzJw5M/7whz/E17/+9bjooovihBNOiDZt2sQ777wTd9xxRzz//PPRuHHj+OUvfxk9e/as8xwAAACkxw56LTRv3jxOOOGEiPjkBm3jxo2rst+4cePi1Vdfzf+8fPnyOs/VokWLePrpp+PXv/51lJSUxE033RRf/vKX4/DDD4+zzjornn/++Rg4cGC8+OKL8d3vfneL461duzbKyso2ewAAAJAeAb2WRo0aFQUFn1xwMHjw4Lj66qtjwYIFsX79+liwYEFcffXVMXjw4CgsLMyfs3r16q2aa+bMmTFu3LhqP4f+hz/8Ie67775ahe3rrrsuiouL84+OHTtu1ZoAAADYsQT0Wjr88MPj7rvvjsLCwli/fn1cccUV0alTpygsLIxOnTrFFVdcEZs2bYqbbropf07Lli3rPM+ECROiX79+8eyzz8bBBx8cjz76aPzzn/+MdevWxdy5c+Paa6+N9evXxx133BFHHXVULF26tMbxRowYEaWlpfnHwoUL67wmAAAAdjwBvQ7OPffcmDFjRgwaNGiz8N2oUaM44YQT4sUXX4x+/frlf7/XXnvVafz3338/hgwZEmvXro2DDjoopk2bFl/72teidevWsccee8R+++0XI0aMiCeffDJyuVy8/vrrMWzYsBrHbNKkSRQVFW32AAAAID1uEldHhxxySDz44IOxcePGeO+992LNmjXRvn37aNasWURE/Pa3v833PfDAA+s09gMPPBArV66MiIif/OQnm909vqITTjghTjjhhPjDH/4QjzzySHz00Ud1fjMAAACAtNhB30qNGzeOkpKS6Nq1az6cR0RMnTo1f3zEEUfUaczZs2fnjz/3uc/V2Pfzn/98RERs2rQp/vGPf9RpHgAAANIjoG9H69atiwkTJkRERIcOHeKoo46q0/nlN6GLiNiwYUONfdevX1/leQAAADRMAvp29Itf/CKWLVsWEREXXnhhNG7cuE7nd+nSJX/8wgsv1Ni3/PvWc7lcdO7cuW4LBQAAIDkCeh0sWLCg2rYnn3wyLrvssoiIOOCAA2L48OGV+owdOzZyuVzkcrm46qqrKrWfeuqpkcvlIiLimmuuicWLF1c515gxY2LmzJkREdG3b9/Ye++96/pUAAAASIxro+ugV69eceSRR8agQYPioIMOisLCwpg/f3489NBDMX78+Ij45M7t48ePj6ZNm9Z5/B49esS3v/3tuOeee2Lx4sXRu3fvuPjii+PYY4+Nli1bxsKFC+OBBx7I34iucePGce21127X5wgAAED9ENDrYNOmTTF58uSYPHlyle0HHnhg/OY3v4nevXtv9Ry33357rFy5MsaPHx/Lli3L78p/WvPmzWPMmDGbfa0bAAAADZeAXgd33XVXTJ48OWbMmBHvvfderFixItq2bRuf/exn44wzzohzzjkn9thjj22ao0mTJvHAAw/EBRdcEGPHjo3p06fH4sWLY+3atVFUVBTdu3ePL33pSzF06NAoKSnZTs8MAACA+pbLsiyr70Ww85SVlUVxcXGUlpZGUVFRfS8HAACoJ7JBetwkDgAAABIgoAMAAEACBHQAAABIgIAOAAAACRDQAQAAIAECOgAAACRAQAcAAIAECOgAAACQAAEdAAAAEiCgAwAAQAIEdAAAAEiAgA4AAAAJENABAAAgAQI6AAAAJEBABwAAgAQI6AAAAJAAAR0AAAASIKADAABAAgR0AAAASICADgAAAAkQ0AEAACABAjoAAAAkQEAHAACABAjoAAAAkAABHQAAABIgoAMAAEACBHQAAABIgIAOAAAACRDQAQAAIAECOgAAACRAQAcAAIAECOgAAACQAAEdAAAAEiCgAwAAQAIEdAAAAEiAgA4AAAAJENABAAAgAQI6AAAAJEBABwAAgAQI6AAAAJAAAR0AAAASIKADAABAAgR0AAAASICADgAAAAkQ0AEAACABAjoAAAAkQEAHAACABAjoAAAAkAABHQAAABIgoAMAAEACBHQAAABIgIAOAAAACRDQAQAAIAECOgAAACRAQAcAAIAECOgAAACQAAEdAAAAEiCgAwAAQAIEdAAAAEiAgA4AAAAJENABAAAgAQI6AAAAJEBAr6M1a9bE7bffHieccEK0bds2CgsLo0OHDnHqqafG+PHjt/t8f/jDH2LIkCHRtWvXaN68eRQXF0e3bt3ijDPOiDvuuCNWrFix3ecEAABg58tlWZbV9yIairfeeisGDBgQb731VrV9Tj755JgwYUI0b958m+b66KOP4tvf/nY8/vjjNfabNWtWHHroobUet6ysLIqLi6O0tDSKioq2aY0AAEDDJRukp6C+F9BQLFu2LPr37x8LFy6MiIhBgwbF4MGDo3379rFkyZK477774qGHHopJkybF2WefHU888cRWz1VaWhr9+/ePP//5zxERceqpp8ZZZ50VXbt2jY0bN8a7774br7zySkyYMGG7PDcAAADqnx30Wrrooovitttui4iIkSNHxlVXXVWpz8iRI+OnP/1pREQ8/PDDMXDgwK2a69xzz43/+Z//iYKCgvjNb34TZ555ZpX9siyLjRs3RkFB7d9n8S4ZAAAQIRukSECvhY0bN0abNm3i448/jk6dOsXcuXOjcePGVfbbb7/9YsGCBdGnT5945ZVX6jzX1KlT49hjj42IiKuuuipGjhy5zeuvyD9CAAAgQjZIkZvE1cLbb78dH3/8cURE9O/fv8pwHhHRuHHj6N+/f0REzJw5M+bPn1/nuf7v//2/ERHRokWL+K//+q+tWi8AAAANj4BeC//617/yx+3atauxb8X2KVOm1GmedevW5W8Kd8opp0SLFi0iImLDhg3x7rvvxoIFC2LdunV1GhMAAICGQUCvhYp3ZC8tLa2xb8X2N954o07z/O1vf4s1a9ZERMSRRx4ZS5cujW9/+9vRqlWr6Ny5c3Tq1CmKi4vjy1/+ckybNq1OYwMAAJA2Ab0WunbtGnvssUdEbHlXvGL7ggUL6jRPxUC/Zs2aOPjgg2Ps2LGxcuXKzX7/9NNPx7HHHhu33HJLncYHAAAgXQJ6LTRv3jxOOOGEiIj4+9//HuPGjauy37hx4+LVV1/N/7x8+fI6zVPxUvpRo0bFhx9+GKeddlrMnDkz1qxZE++//37cfvvtUVRUFJs2bYof/vCH8fTTT9c45tq1a6OsrGyzBwAAAOkR0Gtp1KhR+a8zGzx4cFx99dWxYMGCWL9+fSxYsCCuvvrqGDx4cBQWFubPWb16dZ3mqLhTvnbt2vjKV74Sjz/+eHz+85+PJk2axD777BPf+c534qmnnopGjRpFlmVx6aWXRk034r/uuuuiuLg4/+jYsWMdnzkAAAA7g4BeS4cffnjcfffdUVhYGOvXr48rrrgiOnXqFIWFhdGpU6e44oorYtOmTXHTTTflz2nZsmWd5mjatOlmP994443RqFHlEh1zzDH571h/7bXX4rXXXqt2zBEjRkRpaWn+sXDhwjqtCQAAgJ1DQK+Dc889N2bMmBGDBg3aLHw3atQoTjjhhHjxxRejX79++d/vtddedRq/4phdunSJ7t27V9v3pJNOyh/X9H3rTZo0iaKios0eAAAApKegvhfQ0BxyyCHx4IMPxsaNG+O9996LNWvWRPv27aNZs2YREfHb3/423/fAAw+s09gVLz8vKSmpdd8PPvigTvMAAACQHgF9KzVu3LjKED116tT88RFHHFGnMQ866KD88caNG2vsW7G9/LPxAAAANFwucd+O1q1bFxMmTIiIiA4dOsRRRx1Vp/M7deoUn/nMZyIiYu7cuTX2rdjeoUOHOq4UAACA1Ajo29EvfvGLWLZsWUREXHjhhdG4ceM6j3H66adHRMT7778f06ZNq7bfI488kj8+9thj6zwPAAAAaRHQ62DBggXVtj355JNx2WWXRUTEAQccEMOHD6/UZ+zYsZHL5SKXy8VVV11V5TgXX3xx/m7u3/ve9zb76rVyv/nNb+JPf/pTRESceuqpW/y8OgAAAOnz4eU66NWrVxx55JExaNCgOOigg6KwsDDmz58fDz30UIwfPz4iPrlz+/jx4yt9ZVptfeYzn4mf/vSncemll8af//znOPzww+PSSy+NXr16RWlpaTzyyCNx5513RkREUVFR3Hzzzdvt+QEAAFB/BPQ62LRpU0yePDkmT55cZfuBBx4Yv/nNb6J3797bNM8ll1wS//rXv2L06NHxxhtvxJAhQyr12WeffeKxxx6LAw44YJvmAgAAIA0Ceh3cddddMXny5JgxY0a89957sWLFimjbtm189rOfjTPOOCPOOeec2GOPPbbLXNddd1189atfjTvuuCNeeOGFeO+996Jp06bRrVu3+OpXvxrDhg2L4uLi7TIXAAAA9S+XZVlW34tg5ykrK4vi4uIoLS2NoqKi+l4OAABQT2SD9LhJHAAAACRAQAcAAIAECOgAAACQAAEdAAAAEiCgAwAAQAIEdAAAAEiAgA4AAAAJENABAAAgAQI6AAAAJEBABwAAgAQI6AAAAJAAAR0AAAASIKADAABAAgR0AAAASICADgAAAAkQ0AEAACABAjoAAAAkQEAHAACABAjoAAAAkAABHQAAABIgoAMAAEACBHQAAABIgIAOAAAACRDQAQAAIAECOgAAACRAQAcAAIAECOgAAACQAAEdAAAAEiCgAwAAQAIEdAAAAEiAgA4AAAAJENABAAAgAQI6AAAAJEBABwAAgAQI6AAAAJAAAR0AAAASIKADAABAAgR0AAAASICADgAAAAkQ0AEAACABAjoAAAAkQEAHAACABAjoAAAAkAABHQAAABIgoAMAAEACBHQAAABIgIAOAAAACRDQAQAAIAECOgAAACRAQAcAAIAEFNT3Ati5siyLiIiysrJ6XgkAAFCfyjNBeUag/gnou5nly5dHRETHjh3reSUAAEAKli9fHsXFxfW9DCIil3m7ZLeyadOmWLJkSbRs2TJyuVy9rqWsrCw6duwYCxcujKKionpdC9uPuu561HTXpK67HjXd9ajprimlumZZFsuXL4/27dtHo0Y+/ZwCO+i7mUaNGkVJSUl9L2MzRUVF9f7Hie1PXXc9arprUtddj5ruetR015RKXe2cp8XbJAAAAJAAAR0AAAASIKBTb5o0aRIjR46MJk2a1PdS2I7Uddejprsmdd31qOmuR013TepKTdwkDgAAABJgBx0AAAASIKADAABAAgR0AAAASICADgAAAAkQ0NnpFixYEMOHD4+ePXtG8+bNo3Xr1nH44YfHf//3f8eqVavqe3kN3gcffBATJ06MK6+8Mk455ZRo06ZN5HK5yOVyMWTIkDqPN2nSpBg4cGCUlJREkyZNoqSkJAYOHBiTJk2q9RirVq2KG2+8MQ4//PBo3bp1tGjRInr27BnDhw+PBQsW1Hqc119/PS688MLo2rVr7LnnntG2bdv4whe+EL/61a9iw4YNdX5uDclf/vKXuPbaa+OUU06Jjh07RpMmTaJFixbRrVu3GDJkSLzwwgt1Gk9d61dZWVk88MAD8V//9V9x3HHHRdeuXaO4uDgKCwtjn332iX79+sUNN9wQ//znP2s1nnqm79JLL83/Lc7lcvGnP/1pi+eoaxoq1q2mR79+/bY4lpqm6cMPP4wbbrghjj766Nh3332jSZMm0b59+zjiiCPikksuiZdeemmLY6gt200GO9HEiROz4uLiLCKqfHTv3j2bO3dufS+zQavutY2IbPDgwbUeZ9OmTdnQoUNrHG/o0KHZpk2bahxnzpw5Wffu3asdo7i4OHvqqae2uJ677rora9KkSbXj9O3bN/vwww9r/fwaki984Qs11qH8cc4552Rr166tcSx1TcMzzzxTq5q2adMmmzRpUrXjqGfD8Ne//jUrKCjY7LV47rnnqu2vrmmpzb/ViMiOO+64asdQ03Q9+OCD2d57711jbQYMGFDt+WrL9iags9P89a9/zZo1a5ZFRNaiRYvsmmuuyaZNm5b98Y9/zM4///z8H44ePXpky5cvr+/lNlgV/wh37NgxO/HEE/M/1yWg/+QnP8mf17t372zcuHHZjBkzsnHjxmW9e/fOt1122WXVjrF8+fKsR48e+b7nn39+9sc//jGbNm1ads0112QtWrTIIiJr1qxZ9re//a3acSZNmpQ1atQoi4isXbt22S9/+cvs5Zdfzp5++uls4MCB+fG/8IUvZBs3bqzLy9Ug7L///llEZO3bt8++//3vZxMmTMhmzJiRvfTSS9nPf/7zrEOHDvnX4Oyzz65xLHVNwzPPPJN17NgxO/fcc7Nf/OIX2SOPPJK99NJL2YsvvpiNHz8+GzRoUNa4ceMsIrLCwsJqX0f1TN/GjRuzww47LIuIbJ999qlVQFfXtJQ/x+985zvZq6++Wu3jnXfeqXYMNU3Tfffdl38t9tlnn2zkyJHZM888k/35z3/OnnrqqeyXv/xl1r9//+yMM86odgy1ZXsT0Nlp+vXrl0VEVlBQkE2bNq1S+w033JD/wzFq1Kh6WOGu4corr8yefPLJbOnSpVmWZdm8efPqHNDffvvt/G5Pnz59slWrVm3WvnLlyqxPnz75es6ZM6fKcUaOHJmf+4YbbqjUPm3atPw8X/ziF6scY/369VnXrl2ziMiKioqqnOu73/1ufp777ruvVs+xITn11FOz8ePHZxs2bKiyfdmyZVm3bt3yr8GUKVOq7Keu6aiulhU9+uij+ec/cODASu3q2TDcfPPN+TefR4wYscWArq7pKX9+I0eO3Krz1TRNb7zxRn6n+dhjj80+/vjjavtWd3Wa2rIjCOjsFDNmzMj/Qbjggguq7LNx48asZ8+eWURke+21V7Zu3bqdvMpd09YE9Ip/wF966aUq+7z00kv5PhdddFGl9nXr1mWtWrXKIiLr2bNnte/UXnDBBflxZs6cWan9wQcfzLdfd911VY6xcuXKbK+99soiIuvVq1etnuOu5sknn8y/Tt/73veq7KOuDU/5jkqbNm0qtaln+hYsWJDf+Xruuec2+z/h1QV0dU3PtgZ0NU3TCSeckP/7umzZsq0aQ23ZEQR0doqKl/9Mnz692n7XXXddvt/kyZN34gp3XXUN6Js2bcpfMt2jR48a+5Z/VqqkpKTSZ6smT56cn/f666+vdoyK/+H6yU9+Uqn93/7t3/Lt7733XrXjVPwP1z/+8Y8tPMtdz/Lly/PP/9RTT63Urq4N0+c///ks4pOPBVWkng3Daaedttnf3i0FdHVN07YEdDVN0+zZs/PP76qrrtqqMdSWHcVd3Nkpyu8w3bx58/j85z9fbb/jjjsufzx16tQdvi4qmzdvXixevDgiNq9HVcrbFy1aFPPnz9+sreJdxWsap0+fPtG8efOIqLrm5eN079499t133y2upbpxdnXr1q3LHzdqVPlPu7o2PLNnz46//vWvERHRo0ePzdrUM30PPvhgTJw4MVq3bh033nhjrc5R112PmqbpoYceyh8PGjQof/zRRx/F22+/Xatv0FBbdhQBnZ1i9uzZERHRtWvXKCgoqLZfxf8TWn4OO1fF1/3ToeDTaqpXbccpKCiI/fffv8oxVqxYEYsWLdrmtewOnn/++fxxVa+VujYMq1atirfffjt+/vOfxxe/+MXYuHFjRER8//vf36yfeqbt448/ztds9OjR0bZt21qdp65pe+ihh6J79+6x5557RsuWLeOAAw6IwYMHx3PPPVftOWqapunTp0dERHFxcfTs2TP+93//Nw455JBo3bp1dOvWLdq0aRP77bdfjBo1KlasWFHlGGrLjiKgs8OtWbMmPvzww4iIKCkpqbHvXnvtlX93cOHChTt8bVRW8XXfUr06duxY5XkVf27evHm0atWqVuMsW7Ys1q5dm//9okWLIsuybV7Lrm7Tpk1x/fXX53/+xje+UamPuqZr7Nix+e9Rbt68eXTr1i3+67/+K95///2IiBg+fHh885vf3Owc9UzbpZdeGkuXLo2jjjoqzjvvvFqfp65pe+ONN+If//hHrFmzJlasWBFz5syJ+++/P44//vj4+te/HqWlpZXOUdM0vfHGGxER0blz5xg2bFh861vfir///e+b9Zk3b15cddVVceSRR8aSJUsqjaG27CgCOjvc8uXL88ctWrTYYv/ygF7dO5bsWHWpV3mtIirXq3ycutT80+Nsr7Xs6m6++eaYMWNGRER8/etfjz59+lTqo64Nz6GHHhrTp0+PG2+8MXK53GZt6pmuqVOnxl133RUFBQVx5513VqpdTdQ1Tc2aNYuzzjorfv3rX8cLL7wQs2bNismTJ8dll10We++9d0REPPbYYzFgwIBYv379ZueqaZr+9a9/RUTEm2++Gbfddlu0atUq7rzzzvjggw9izZo18corr8Qpp5wSERGvvfZaDBo0KDZt2rTZGGrLjlL9tcawnaxZsyZ/XFhYuMX+TZo0iYiI1atX77A1Ub261Ku8VhGV61U+Tl1q/ulxttdadmXPP/98/PjHP46IiH322SfuuOOOKvupa7q+9rWv5d9UWb16dcydOzcefPDBePTRR+Ob3/xm3HLLLXHaaadtdo56pmndunUxdOjQyLIsfvCDH8TBBx9cp/PVNU2LFy+ucmezf//+MWzYsDjllFNi1qxZ8fzzz8cdd9wR3/ve9/J91DRNK1eujIiItWvXRuPGjePpp5+Ovn375tv79OkTEydOjNNOOy2efvrpmDZtWjzyyCNxxhln5PuoLTuKHXR2uKZNm+aPK97Iqjrll+zsueeeO2xNVK8u9ap4edWn61U+Tl1q/ulxttdadlWvv/56fP3rX48NGzZEkyZN4sEHH4x27dpV2Vdd09WqVavo1atX9OrVKw477LA466yz4pFHHon7778/3nnnnRgwYECMHTt2s3PUM03XXnttzJ49Oz7zmc/EyJEj63y+uqappsuO27VrFxMmTMiHoltvvXWzdjVNU8XXYtCgQZuF83KNGjXa7AaP48aNq3YMtWV7EtDZ4Vq2bJk/rs2lNOXvatbmUh+2v7rUq7xWEZXrVT5OXWr+6XG211p2RfPmzYsTTzwxPvroo2jcuHGMGzeuxru/qmvDc8455+Qvq7zooovio48+yrepZ3refPPNuO666yLik5BW8TLS2lLXhmm//faL/v37R0TEnDlzNvu8spqmqeJrUX4pe1UOOuig6NChQ0REvPLKK9WOobZsTwI6O1zTpk2jTZs2ERH5O0xW56OPPsr/4ah4Ewt2noo3F9lSvSreXOTT9SofZ+XKlfHxxx/Xapy2bdtudunV9lrLrmbJkiXxpS99KZYsWRK5XC7uueee+PrXv17jOeraMA0YMCAiPnm9n3766fzv1TM9N998c6xbty7222+/WLVqVTzwwAOVHq+99lq+/7PPPpv/ffl/99S14TrwwAPzx+VfvRWhpqmq+Jxqe1O1Dz74YLPfqy07ioDOTtGzZ8+I+OSd5Q0bNlTb780336x0DjtXxf+TUbEeVampXrUdZ8OGDTF37twqx2jRokX+Px7bspZdyYcffhj9+/ePd955JyI+2ak799xzt3ieujZMFb+e6913380fq2d6yi8bfeedd+Lss8+u8vHwww/n+//sZz/L/37ZsmURoa4NWfkdtD9NTdN00EEH5Y/Lv86yOuXtn/6aYLVlRxHQ2SmOOeaYiPjk3cE///nP1far+F3ORx9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Solution

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- "text/html": [ - "\n", - "
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\n", - " Figure\n", - "
\n", - " \n", - "
\n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "res = sim.simulate(guiprocess)\n", - "res.solution.GRM.outlet.plot()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "4535001e", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "['total_porosity',\n", - " 'length',\n", - " 'diameter',\n", - " 'axial_dispersion',\n", - " 'length',\n", - " 'diameter',\n", - " 'axial_dispersion']" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "column." - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "id": "3be6d53a", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'feed': {'inlet': ,\n", - " 'outlet': },\n", - " 'eluent': {'inlet': ,\n", - " 'outlet': },\n", - " 'GRM': {'inlet': ,\n", - " 'outlet': },\n", - " 'outlet': {'inlet': ,\n", - " 'outlet': }}" - ] - }, - "execution_count": 20, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "res = sim.simulate(guiprocess)\n", - "res.solution" - ] - }, - { - "cell_type": "code", - "execution_count": 42, - "id": "4223037f", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "solmap type: \n", - "unit keys: ['feed', 'eluent', 'GRM', 'outlet']\n", - "unit time type: \n", - "global time type: \n", - "t.shape: ()\n", - "data.shape: (101, 1)\n" - ] - } - ], - "source": [ - "u, p = \"GRM\", \"outlet\" # pick any unit/port you like\n", - "\n", - "res = sim.simulate(guiprocess)\n", - "solmap = res.solution\n", - "\n", - "print(\"solmap type:\", type(solmap))\n", - "print(\"unit keys:\", list(solmap.keys())[:10])\n", - "\n", - "# --- TIME: try unit, then global\n", - "unit_time_obj = getattr(solmap[u], \"time\", None)\n", - "global_time_obj = getattr(solmap, \"time\", None)\n", - "\n", - "def extract_values(x):\n", - " if x is None: return None\n", - " if isinstance(x, dict) and \"values\" in x: return x[\"values\"]\n", - " return getattr(x, \"values\", None) if hasattr(x, \"values\") else x\n", - "\n", - "t_unit = extract_values(unit_time_obj)\n", - "t_global = extract_values(global_time_obj)\n", - "\n", - "print(\"unit time type:\", type(t_unit))\n", - "print(\"global time type:\", type(t_global))\n", - "\n", - "import numpy as np\n", - "t = np.asarray(t_unit if t_unit is not None else t_global)\n", - "print(\"t.shape:\", getattr(t, \"shape\", None))\n", - "\n", - "# --- DATA\n", - "io = solmap[u][p]\n", - "data_obj = getattr(io, \"solution\", None)\n", - "data = np.asarray(getattr(data_obj, \"values\", data_obj))\n", - "print(\"data.shape:\", getattr(data, \"shape\", None))\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "4814cfd2", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "cadet_dev", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.12.9" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/tests/test_widgets.py b/tests/test_widgets.py deleted file mode 100644 index 1a6b2a0..0000000 --- a/tests/test_widgets.py +++ /dev/null @@ -1,104 +0,0 @@ -from __future__ import annotations -import pytest -import ipywidgets as W - -from cadetgui.widgets.elements import ( - BaseWidget, - TextField, - FloatField, - BoolField, - Display, - Popup, - ConfigurationWidget, -) - - -def test_basewidget_is_abstract(): - with pytest.raises(TypeError): - BaseWidget() # type: ignore[call-arg] - - -class Demo(BaseWidget): - def _build_body(self) -> W.Widget: - return W.Label("body") - - -def test_basewidget_concrete_builds_container(): - w = Demo(title="DemoTitle") - assert isinstance(w.root, W.VBox) - assert len(w.root.children) == 3 - header, body, status = w.root.children - assert isinstance(header, W.HTML) - assert "DemoTitle" in header.value - assert isinstance(body, W.Label) - assert isinstance(status, W.HTML) - assert "Ready." in status.value - - -def test_display_no_raise_if_ipython_available(): - ip = pytest.importorskip("IPython") - w = Demo() - w.display() - - -def test_textfield_get_set(): - tf = TextField(label="Name", value="Alice") - assert tf.get_value() == "Alice" - tf.set_value(123) # coerces to str - assert tf.get_value() == "123" - - -def test_floatfield_get_set(): - ff = FloatField(label="K", value=1.5) - assert ff.get_value() == pytest.approx(1.5) - ff.set_value("2.75") - assert ff.get_value() == pytest.approx(2.75) - - -def test_boolfield_get_set(): - bf = BoolField(label="Flag", value=False) - assert bf.get_value() is False - bf.set_value(1) - assert bf.get_value() is True - - -def test_display_constructs_html(): - d = Display(html="Hi") - assert isinstance(d.widget, W.HTML) - assert "Hi" in d.widget.value - - -def test_popup_open_close(): - p = Popup(title="Info") - assert isinstance(p.widget, W.Accordion) - # closed by default - assert p.widget.selected_index is None - p.open() - assert p.widget.selected_index == 0 - p.close() - assert p.widget.selected_index is None - - -def test_configuration_widget_add_fields_and_values(): - cfg = ConfigurationWidget(title="Cfg") - # add fields - cfg.add_field("name", TextField(label="Name")) - cfg.add_field("alpha", FloatField(label="Alpha", value=0.1)) - cfg.add_field("active", BoolField(label="Active")) - # layout should contain form + actions - assert len(cfg.root.children) == 3 # header, body, status - body = cfg.root.children[1] - assert isinstance(body, W.VBox) - # inner VBox children: form_box and actions - form_box, actions = body.children - assert isinstance(form_box, W.VBox) - assert isinstance(actions, W.HBox) - # fields show up in form - assert len(form_box.children) == 3 - - # set/get values - cfg.set_values({"name": "col1", "alpha": 0.42, "active": True}) - values = cfg.get_values() - assert values["name"] == "col1" - assert values["alpha"] == pytest.approx(0.42) - assert values["active"] is True From 738787048e0956d24e5b9d22e61a2047284b134f Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Mon, 7 Sep 2026 14:04:40 +0200 Subject: [PATCH 030/158] Rename fields in configuration widget --- cadetgui/widgets/composite/configuration.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/cadetgui/widgets/composite/configuration.py b/cadetgui/widgets/composite/configuration.py index b04d511..286de75 100644 --- a/cadetgui/widgets/composite/configuration.py +++ b/cadetgui/widgets/composite/configuration.py @@ -43,8 +43,8 @@ def __init__( self._model_form: Optional[FormRenderer] = None self._components = W.BoundedIntText(description="Components:", value=1, min=1, max=99) - self._column_picker = ChoiceField(label="Column:", options=list(self._columns.items())) - self._model_picker = ChoiceField(label="Model:", options=list(self._registry.items())) + self._column_picker = ChoiceField(label="Column Model:", options=list(self._columns.items())) + self._model_picker = ChoiceField(label="Process Template:", options=list(self._registry.items())) self._column_form_box = W.VBox([]) self._model_form_box = W.VBox([]) From 8d30829453dd0ea8d7df5ae35eb43666f1db270a Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Mon, 7 Sep 2026 14:13:36 +0200 Subject: [PATCH 031/158] Add tab structure for web app view --- examples/webapp/README.md | 24 +++++++++++++++--------- examples/webapp/app.ipynb | 2 +- 2 files changed, 16 insertions(+), 10 deletions(-) diff --git a/examples/webapp/README.md b/examples/webapp/README.md index aec682d..1eecc29 100644 --- a/examples/webapp/README.md +++ b/examples/webapp/README.md @@ -2,10 +2,16 @@ `app.ipynb` renders `ConfigurationWidget`, `SolutionWidget` (with its built-in run history), and `DataImportWidget` — the exact same widgets used in -`examples/configuration_and_solution.ipynb` — composed into a one-page layout, -served via [Voilà](https://voila.readthedocs.io/). Try uploading -`examples/data/example_uv_signal.csv` (a synthetic UV trace generated for these -examples) in the data card to see it overlaid on a simulation run. +`examples/configuration_and_solution.ipynb` — composed into three tabs +(**Configuration** / **Solution** / **Analysis**), served via +[Voilà](https://voila.readthedocs.io/). `DataImportWidget` lives under +**Analysis**, not alongside Solution — that's a deliberate separation, not a +demotion: comparison/analysis is its own concern, distinct from running and +viewing a single simulation, even though it visually overlays onto Solution's +plot. Try uploading `examples/data/example_uv_signal.csv` (a synthetic UV trace +generated for these examples) there to see it overlaid on a simulation run — +switching tabs doesn't lose anything; a plot rendered on one tab is still there +when you switch back. ## Run it @@ -15,11 +21,11 @@ voila examples/webapp/app.ipynb ``` Then open the URL Voilà prints (defaults to `http://localhost:8866`). What you -get is a plain web page — no notebook UI, no code, no cell boundaries, just the -widgets in a styled two-column layout with a header. Anyone visiting the URL in -a browser sees a website; the `.ipynb` file is just this app's source format -(convenient because it's also directly editable/runnable in JupyterLab), not -something end users interact with. +get is a plain web page — no notebook UI, no code, no cell boundaries, just a +header and three tabs. Anyone visiting the URL in a browser sees a website; the +`.ipynb` file is just this app's source format (convenient because it's also +directly editable/runnable in JupyterLab), not something end users interact +with. ## Why this proves anything diff --git a/examples/webapp/app.ipynb b/examples/webapp/app.ipynb index 91daf01..81e3a67 100644 --- a/examples/webapp/app.ipynb +++ b/examples/webapp/app.ipynb @@ -3,7 +3,7 @@ { "cell_type": "code", "id": "a9463514", - "source": "import ipywidgets as W\nfrom IPython.display import display\n\nfrom cadetgui.widgets.composite import ConfigurationWidget, DataImportWidget, SolutionWidget\n\nPAGE_CSS = \"\"\"\n\n\"\"\"\n\nheader = W.HTML(\n \"
\"\n \"

CADET-GUI

\"\n \"

Configure a standard chromatography process, run it, and compare against measured data — powered by CADET-Process.

\"\n \"
\"\n)\n\nconfig = ConfigurationWidget()\nsolution = SolutionWidget()\nsolution.bind_to_config(config)\n\ndata = DataImportWidget()\nsolution.bind_to_data(data)\n\nconfig_card = W.VBox([config.root])\nconfig_card.add_class(\"cadetgui-card\")\nsolution_card = W.VBox([solution.root])\nsolution_card.add_class(\"cadetgui-card\")\n\ncolumns = W.HBox([config_card, solution_card])\ncolumns.add_class(\"cadetgui-app-columns\")\n\ndata_card = W.VBox([data.root])\ndata_card.add_class(\"cadetgui-card\")\n\napp = W.VBox([W.HTML(PAGE_CSS), header, columns, data_card])\napp.add_class(\"cadetgui-app\")\n\ndisplay(app)", + "source": "import ipywidgets as W\nfrom IPython.display import display\n\nfrom cadetgui.widgets.composite import ConfigurationWidget, DataImportWidget, SolutionWidget\n\nPAGE_CSS = \"\"\"\n\n\"\"\"\n\nheader = W.HTML(\n \"
\"\n \"

CADET-GUI

\"\n \"

Configure a standard chromatography process, run it, and compare against measured data — powered by CADET-Process.

\"\n \"
\"\n)\n\nconfig = ConfigurationWidget()\nsolution = SolutionWidget()\nsolution.bind_to_config(config)\n\n# Analysis: import experimental data and compare it against a simulation run.\ndata = DataImportWidget()\nsolution.bind_to_data(data)\n\n\ndef tab_page(widget_root):\n page = W.VBox([widget_root])\n page.add_class(\"cadetgui-tab-page\")\n return page\n\n\ntabs = W.Tab(children=[tab_page(config.root), tab_page(solution.root), tab_page(data.root)])\ntabs.set_title(0, \"Configuration\")\ntabs.set_title(1, \"Solution\")\ntabs.set_title(2, \"Analysis\")\n\napp = W.VBox([W.HTML(PAGE_CSS), header, tabs])\napp.add_class(\"cadetgui-app\")\n\ndisplay(app)", "metadata": {}, "execution_count": null, "outputs": [] From 58da442c6cf9eea6ca1ca735e914f5798cebafb6 Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Mon, 7 Sep 2026 14:29:24 +0200 Subject: [PATCH 032/158] Add binding model picker to configuration widget --- cadetgui/cadetprocessadapter.py | 73 ++++++++++++++-- cadetgui/widgets/composite/configuration.py | 95 +++++++++++++++++---- tests/test_configuration.py | 70 +++++++++++++++ 3 files changed, 214 insertions(+), 24 deletions(-) diff --git a/cadetgui/cadetprocessadapter.py b/cadetgui/cadetprocessadapter.py index dc7034d..a9e7bb4 100644 --- a/cadetgui/cadetprocessadapter.py +++ b/cadetgui/cadetprocessadapter.py @@ -5,12 +5,17 @@ from CADETProcess.modelBuilder import LWE, BatchElution from CADETProcess.processModel import ( + BindingBaseClass, ChromatographicColumnBase, ComponentSystem, Cstr, GeneralRateModel, + Langmuir, + Linear, LumpedRateModelWithoutPores, LumpedRateModelWithPores, + NoBinding, + StericMassAction, ) FieldKind = str @@ -157,6 +162,34 @@ def make_cstr(cs: ComponentSystem) -> ChromatographicColumnBase: } +BindingFactory = Callable[[ComponentSystem], BindingBaseClass] + + +def make_no_binding(cs: ComponentSystem) -> BindingBaseClass: + return NoBinding(cs, name="NoBinding") + + +def make_linear_binding(cs: ComponentSystem) -> BindingBaseClass: + return Linear(cs, name="Linear") + + +def make_langmuir_binding(cs: ComponentSystem) -> BindingBaseClass: + return Langmuir(cs, name="Langmuir") + + +def make_sma_binding(cs: ComponentSystem) -> BindingBaseClass: + return StericMassAction(cs, name="StericMassAction") + + +# "None" first so a ChoiceField over this dict defaults to it, matching +# CADET-Process's own default (an unconfigured column already has NoBinding). +DEFAULT_BINDING_FACTORIES: Dict[str, BindingFactory] = { + "None": make_no_binding, + "Linear": make_linear_binding, + "Langmuir": make_langmuir_binding, + "Steric Mass Action (SMA)": make_sma_binding, +} + PARAM_TYPE_OVERRIDES: Dict[str, FieldKind] = {} @@ -180,6 +213,22 @@ def _unique_preserve_order(names: Sequence[str]) -> list[str]: "particle_porosity": {"kind": "float", "default": 0.6, "min": 0.0, "max": 1.0}, "particle_radius": {"kind": "float", "default": 5.0e-6, "min": 0.0, "units": "m"}, "axial_dispersion": {"kind": "float", "default": 1e-8, "min": 0.0, "units": "m^2/s"}, + + # Binding-model parameters. Bounds/units sourced from CADET-Core's binding + # model docs (cadet.github.io/master/interface/binding/{linear, + # multi_component_langmuir,steric_mass_action}.html), not invented — see + # ai-docs/ARCHITECTURE.md's "no inventing bounds" rule. + # + # `adsorption_rate`'s unit differs by model (Langmuir: m^3/(mol*s); Linear + # and SMA: m^3_MP/m^3_SP/s) — left unspecified since this schema is shared + # across binding model types and picking one would be wrong for the others. + # `desorption_rate` (1/s) and `capacity` (mol/m^3) are consistent across + # every model that uses them, so those do get a unit. + "adsorption_rate": {"kind": "float", "min": 0.0}, + "desorption_rate": {"kind": "float", "min": 0.0, "units": "1/s"}, + "capacity": {"kind": "float", "min": 0.0, "units": "mol/m^3"}, + "characteristic_charge": {"kind": "float", "min": 0.0}, + "steric_factor": {"kind": "float", "min": 0.0}, } @@ -208,14 +257,20 @@ def _coerce_to_kind(kind: str, val): return float(val) -def build_column_config_spec(column: ChromatographicColumnBase) -> ModelSpec: - req = getattr(column, "required_parameters", None) or [] +def build_parameter_config_spec(obj: Any) -> ModelSpec: + """Build a ModelSpec from any object exposing `required_parameters`. + + Generic over what `obj` is — a column, a binding model, anything with the + CADET-Process `required_parameters` convention — so the same function + drives both the column form and the binding-model form. + """ + req = getattr(obj, "required_parameters", None) or [] names = _unique_preserve_order(list(req)) fields: list[FieldSpec] = [] for name in names: - col_val = getattr(column, name, None) - default, kind, transform, bounds, units = _resolve_param(name, col_val) + current_val = getattr(obj, name, None) + default, kind, transform, bounds, units = _resolve_param(name, current_val) label = name.replace("_", " ").capitalize() fs_kwargs = dict(name=name, kind=kind, label=label, default=default, transform=transform, **bounds) if units is not None: @@ -231,18 +286,18 @@ def _apply(values: Mapping[str, Any]) -> Any: schema_kind = PARAM_SCHEMA.get(name, {}).get("kind") kind = schema_kind or PARAM_TYPE_OVERRIDES.get(name) # keep if you still have it if kind is None: - # last-resort inference from current column value - cur = getattr(column, name, None) + # last-resort inference from current value + cur = getattr(obj, name, None) kind = _infer_kind(cur) coerced = _coerce_to_kind(kind, values[name]) - setattr(column, name, coerced) + setattr(obj, name, coerced) except Exception: # swallow and continue so one bad value doesn't block the rest continue - return column + return obj return ModelSpec( - title=f"Configure {column.__class__.__name__}", + title=f"Configure {obj.__class__.__name__}", fields=fields, build=_apply, # <- pass the function directly; it takes (values) ) diff --git a/cadetgui/widgets/composite/configuration.py b/cadetgui/widgets/composite/configuration.py index 286de75..9760d35 100644 --- a/cadetgui/widgets/composite/configuration.py +++ b/cadetgui/widgets/composite/configuration.py @@ -9,9 +9,10 @@ from CADETProcess.processModel import ComponentSystem from ...cadetprocessadapter import ( + DEFAULT_BINDING_FACTORIES, DEFAULT_COLUMN_FACTORIES, MODEL_REGISTRY, - build_column_config_spec, + build_parameter_config_spec, ) from .._chrome import style_tag from ..elements import ChoiceField @@ -21,11 +22,12 @@ class ConfigurationWidget: - """Pick a unit operation + model-builder template, configure both, build a process. + """Pick a unit operation + binding model + model-builder template, build a process. - Rebuilds its forms whenever the component count, column, or model selection - changes. `.process` holds the latest successfully-built object; `add_listener` - registers a callback that fires with it on every successful build. + Rebuilds its forms whenever the component count, column, binding model, or + process-template selection changes. `.process` holds the latest + successfully-built object; `add_listener` registers a callback that fires + with it on every successful build. """ def __init__( @@ -33,20 +35,32 @@ def __init__( *, registry: Optional[Dict[str, Callable[[Any], Any]]] = None, columns: Optional[Dict[str, Callable[[ComponentSystem], Any]]] = None, + binding_registry: Optional[Dict[str, Callable[[ComponentSystem], Any]]] = None, ) -> None: self._registry = registry or MODEL_REGISTRY self._columns = columns or DEFAULT_COLUMN_FACTORIES + self._binding_registry = binding_registry or DEFAULT_BINDING_FACTORIES self._column_cache: Dict[Any, Any] = {} + self._binding_cache: Dict[Any, Any] = {} self._listeners: List[Callable[[Any], None]] = [] self.process: Any = None self._column_form: Optional[FormRenderer] = None + self._binding_form: Optional[FormRenderer] = None self._model_form: Optional[FormRenderer] = None self._components = W.BoundedIntText(description="Components:", value=1, min=1, max=99) - self._column_picker = ChoiceField(label="Column Model:", options=list(self._columns.items())) - self._model_picker = ChoiceField(label="Process Template:", options=list(self._registry.items())) + self._column_picker = ChoiceField( + label="Column Model:", options=list(self._columns.items()) + ) + self._binding_picker = ChoiceField( + label="Binding Model:", options=list(self._binding_registry.items()) + ) + self._model_picker = ChoiceField( + label="Process Template:", options=list(self._registry.items()) + ) self._column_form_box = W.VBox([]) + self._binding_form_box = W.VBox([]) self._model_form_box = W.VBox([]) self.status = W.HTML("Select a column and model.") self.status.add_class("cadetgui-status") @@ -56,7 +70,7 @@ def __init__( self._script_out.add_class("cadetgui-script") toolbar = W.HBox( - [self._components, self._column_picker, self._model_picker], + [self._components, self._column_picker, self._binding_picker, self._model_picker], layout=W.Layout(flex_flow="row wrap"), ) toolbar.add_class("cadetgui-toolbar") @@ -67,6 +81,7 @@ def __init__( W.HTML("
Configuration
"), toolbar, self._column_form_box, + self._binding_form_box, self._model_form_box, self._btn_export, self._script_out, @@ -77,6 +92,7 @@ def __init__( self._components.observe(self._on_components_change, names="value") self._column_picker.observe(self._on_selection_change, names="selected_index") + self._binding_picker.observe(self._on_selection_change, names="selected_index") self._model_picker.observe(self._on_selection_change, names="selected_index") self._btn_export.on_click(self._on_export) @@ -99,10 +115,27 @@ def _get_column(self) -> Any: self._column_cache[factory] = factory(cs) return self._column_cache[factory] + def _get_binding_model(self) -> Any: + factory = self._binding_picker.value + column = self._get_column() + if factory is None or column is None: + return None + # Keyed by (factory, id(column)) rather than just factory: a binding + # model's component_system must be the *same object* as its column's + # (CADET-Process raises "Component systems do not match" otherwise), + # and each distinct column instance gets its own ComponentSystem — so + # a binding model cached against a since-replaced column would no + # longer be attachable to the current one. + cache_key = (factory, id(column)) + if cache_key not in self._binding_cache: + self._binding_cache[cache_key] = factory(column.component_system) + return self._binding_cache[cache_key] + def _on_components_change(self, change: dict) -> None: if change.get("name") != "value": return self._column_cache.clear() + self._binding_cache.clear() self._rebuild_forms() def _on_selection_change(self, change: dict) -> None: @@ -117,40 +150,64 @@ def _on_process_built(self, built: Any) -> None: def _rebuild_forms(self) -> None: column = self._get_column() + binding_model = self._get_binding_model() model_fn = self._model_picker.value - if column is None or model_fn is None: + if column is None or binding_model is None or model_fn is None: self._column_form_box.children = () + self._binding_form_box.children = () self._model_form_box.children = () return - self._column_form = FormRenderer(build_column_config_spec(column)) + self._column_form = FormRenderer(build_parameter_config_spec(column)) self._column_form_box.children = (self._column_form.root,) + def _attach_binding(built: Any, col: Any = column) -> None: + col.binding_model = built + + self._binding_form = FormRenderer( + build_parameter_config_spec(binding_model), on_built=_attach_binding + ) + self._binding_form_box.children = (self._binding_form.root,) + self._model_form = FormRenderer(model_fn(column), on_built=self._on_process_built) self._model_form_box.children = (self._model_form.root,) - self.status.value = "Configure the column, then the model, and Apply each." + self.status.value = ( + "Configure the column, binding model, and process, then Apply each" + " (in that order — the process picks up whatever's applied on column" + " and binding model at the time)." + ) def export_script(self) -> str: """Generate an executable CADET-Process Python script for the current build. Introspects the actual built objects' classes (`type(obj).__module__` / - `__name__`) rather than a hardcoded column/model name mapping, so this - works for any column or model registered — no per-type special-casing + `__name__`) rather than a hardcoded column/model/binding name mapping, so + this works for anything registered — no per-type special-casing (PRODUCT_VISION.md ARCH-003: the "expert escape hatch"/anti-black-box requirement). """ - if self.process is None or self._column_form is None or self._model_form is None: - raise RuntimeError("Nothing built yet — Apply both the column and model forms first.") + if ( + self.process is None + or self._column_form is None + or self._binding_form is None + or self._model_form is None + ): + raise RuntimeError( + "Nothing built yet — Apply the column, binding model, and process forms first." + ) column = self._get_column() + binding_model = self._get_binding_model() cs_cls = ComponentSystem col_cls = type(column) + bind_cls = type(binding_model) proc_cls = type(self.process) lines = [ f"from {cs_cls.__module__} import {cs_cls.__name__}", f"from {col_cls.__module__} import {col_cls.__name__}", + f"from {bind_cls.__module__} import {bind_cls.__name__}", f"from {proc_cls.__module__} import {proc_cls.__name__}", "", f"component_system = {cs_cls.__name__}({self._components.value})", @@ -160,6 +217,14 @@ def export_script(self) -> str: for name, value in self._column_form.collect_values().items(): lines.append(f"column.{name} = {value!r}") + lines.append("") + lines.append( + f"column.binding_model = {bind_cls.__name__}(" + f"component_system, name={binding_model.name!r})" + ) + for name, value in self._binding_form.collect_values().items(): + lines.append(f"column.binding_model.{name} = {value!r}") + lines.append("") lines.append(f"process = {proc_cls.__name__}(") lines.append(" column=column,") diff --git a/tests/test_configuration.py b/tests/test_configuration.py index 0fee9df..c0fd125 100644 --- a/tests/test_configuration.py +++ b/tests/test_configuration.py @@ -108,3 +108,73 @@ def test_export_script_button_populates_textarea_on_success(): assert "process = " in cw._script_out.value assert cw._script_out.layout.display == "" assert "generated" in cw.status.value.lower() + + +def test_binding_model_defaults_to_none_matching_cadetprocess_default(): + cw = ConfigurationWidget() + assert cw._binding_picker.option_labels[0] == "None" + assert cw._binding_form.spec.fields == [] # NoBinding has no required_parameters + + +def test_switching_binding_model_rebuilds_its_form(): + cw = ConfigurationWidget() + cw._binding_picker.value = cw._binding_registry["Langmuir"] + assert {f.name for f in cw._binding_form.spec.fields} == { + "adsorption_rate", + "desorption_rate", + "capacity", + } + + +def test_applying_binding_form_attaches_it_to_the_column(): + cw = ConfigurationWidget() + cw._binding_picker.value = cw._binding_registry["Linear"] + cw._binding_form._on_apply(None) + + column = cw._get_column() + assert type(column.binding_model).__name__ == "Linear" + + +def test_switching_column_type_keeps_binding_model_attachable(): + """Regression test: binding model and column must share one ComponentSystem + instance (CADET-Process rejects a mismatch), and each column factory gets + its own fresh ComponentSystem — so a binding model cached against a + since-replaced column must not be reused as-is.""" + cw = ConfigurationWidget() + cw._binding_picker.value = cw._binding_registry["Linear"] + cw._binding_form._on_apply(None) + + cw._column_picker.value = cw._columns["LRMP"] # different column, different ComponentSystem + cw._binding_form._on_apply(None) # must not raise / must not fail validation + + assert cw._binding_form.built is not None + assert "Built successfully" in cw._binding_form.status.value + column = cw._get_column() + assert type(column.binding_model).__name__ == "Linear" + assert column.binding_model.component_system is column.component_system + + +def test_export_script_includes_binding_model_and_round_trips(): + import numpy as np + from cadetgui.simulation import run_process + + cw = ConfigurationWidget() + cw._binding_picker.value = cw._binding_registry["Linear"] + cw._column_form._on_apply(None) + cw._binding_form._on_apply(None) + cw._model_form._on_apply(None) + + script = cw.export_script() + assert "column.binding_model = Linear(" in script + + ns = {} + exec(compile(script, "", "exec"), ns) # noqa: S102 + assert type(ns["column"].binding_model).__name__ == "Linear" + + res_widget = run_process(cw.process) + res_script = run_process(ns["process"]) + unit = next(iter(res_widget.solution)) + assert np.array_equal( + res_widget.solution[unit]["outlet"].solution, + res_script.solution[unit]["outlet"].solution, + ) From 885f2c845e134a83cb65f8b5089b0d0039910728 Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Mon, 7 Sep 2026 14:37:15 +0200 Subject: [PATCH 033/158] Add component picker --- cadetgui/widgets/composite/configuration.py | 12 ++- cadetgui/widgets/elements/__init__.py | 2 + cadetgui/widgets/elements/_shared.css | 11 +++ .../widgets/elements/component_list_field.js | 99 +++++++++++++++++++ .../widgets/elements/component_list_field.py | 38 +++++++ tests/test_configuration.py | 55 ++++++++++- tests/test_elements.py | 24 +++++ 7 files changed, 235 insertions(+), 6 deletions(-) create mode 100644 cadetgui/widgets/elements/component_list_field.js create mode 100644 cadetgui/widgets/elements/component_list_field.py diff --git a/cadetgui/widgets/composite/configuration.py b/cadetgui/widgets/composite/configuration.py index 9760d35..38f8c99 100644 --- a/cadetgui/widgets/composite/configuration.py +++ b/cadetgui/widgets/composite/configuration.py @@ -15,7 +15,7 @@ build_parameter_config_spec, ) from .._chrome import style_tag -from ..elements import ChoiceField +from ..elements import ChoiceField, ComponentListField from ..forms import FormRenderer __all__ = ["ConfigurationWidget"] @@ -48,7 +48,7 @@ def __init__( self._binding_form: Optional[FormRenderer] = None self._model_form: Optional[FormRenderer] = None - self._components = W.BoundedIntText(description="Components:", value=1, min=1, max=99) + self._components = ComponentListField(label="Components:") self._column_picker = ChoiceField( label="Column Model:", options=list(self._columns.items()) ) @@ -69,8 +69,11 @@ def __init__( self._script_out = W.Textarea(layout=W.Layout(width="100%", height="220px", display="none")) self._script_out.add_class("cadetgui-script") + components_section = W.VBox([self._components]) + components_section.add_class("cadetgui-section") + toolbar = W.HBox( - [self._components, self._column_picker, self._binding_picker, self._model_picker], + [self._column_picker, self._binding_picker, self._model_picker], layout=W.Layout(flex_flow="row wrap"), ) toolbar.add_class("cadetgui-toolbar") @@ -79,6 +82,7 @@ def __init__( [ W.HTML(style_tag()), W.HTML("
Configuration
"), + components_section, toolbar, self._column_form_box, self._binding_form_box, @@ -210,7 +214,7 @@ def export_script(self) -> str: f"from {bind_cls.__module__} import {bind_cls.__name__}", f"from {proc_cls.__module__} import {proc_cls.__name__}", "", - f"component_system = {cs_cls.__name__}({self._components.value})", + f"component_system = {cs_cls.__name__}({self._components.value!r})", "", f"column = {col_cls.__name__}(component_system, name={column.name!r})", ] diff --git a/cadetgui/widgets/elements/__init__.py b/cadetgui/widgets/elements/__init__.py index 8fafded..3592bb6 100644 --- a/cadetgui/widgets/elements/__init__.py +++ b/cadetgui/widgets/elements/__init__.py @@ -8,6 +8,7 @@ from .base import Element from .bool_field import BoolField from .choice_field import ChoiceField +from .component_list_field import ComponentListField from .float_field import FloatField from .float_list_field import FloatListField from .text_field import TextField @@ -19,4 +20,5 @@ "BoolField", "FloatListField", "ChoiceField", + "ComponentListField", ] diff --git a/cadetgui/widgets/elements/_shared.css b/cadetgui/widgets/elements/_shared.css index f8ac9e5..c45bb01 100644 --- a/cadetgui/widgets/elements/_shared.css +++ b/cadetgui/widgets/elements/_shared.css @@ -131,3 +131,14 @@ .cadetgui-field-list-add { width: fit-content; } + +.cadetgui-field-list-controls { + display: flex; + align-items: center; + gap: 0.6rem; +} + +.cadetgui-field-count { + color: var(--cg-muted); + font-size: 12px; +} diff --git a/cadetgui/widgets/elements/component_list_field.js b/cadetgui/widgets/elements/component_list_field.js new file mode 100644 index 0000000..2efcdc5 --- /dev/null +++ b/cadetgui/widgets/elements/component_list_field.js @@ -0,0 +1,99 @@ +function render({ model, el }) { + const wrap = document.createElement("div"); + wrap.className = "cadetgui-field cadetgui-field-list"; + + const labelEl = document.createElement("span"); + labelEl.className = "cadetgui-field-label"; + labelEl.textContent = model.get("label"); + wrap.appendChild(labelEl); + + const body = document.createElement("div"); + body.className = "cadetgui-field-list-body"; + const rows = document.createElement("div"); + body.appendChild(rows); + + const counter = document.createElement("span"); + counter.className = "cadetgui-field-count"; + + function currentNames() { + return Array.from(rows.querySelectorAll("input")).map((i) => i.value); + } + + function updateCounter() { + const n = rows.children.length; + counter.textContent = `${n} component${n === 1 ? "" : "s"}`; + } + + function commit() { + model.set("value", currentNames()); + model.save_changes(); + updateCounter(); + } + + function addRow(name) { + const row = document.createElement("div"); + row.className = "cadetgui-field-list-row"; + + const input = document.createElement("input"); + input.type = "text"; + input.value = name; + input.addEventListener("change", commit); + row.appendChild(input); + + const rm = document.createElement("button"); + rm.type = "button"; + rm.textContent = "−"; + rm.title = "Remove component"; + rm.addEventListener("click", () => { + if (rows.children.length <= 1) return; // always keep at least one + row.remove(); + commit(); + }); + row.appendChild(rm); + + rows.appendChild(row); + } + + function syncFromModel() { + rows.innerHTML = ""; + const names = model.get("value") || []; + (names.length ? names : ["Component 1"]).forEach((n) => addRow(n)); + updateCounter(); + } + + const addBtn = document.createElement("button"); + addBtn.type = "button"; + addBtn.className = "cadetgui-field-list-add"; + addBtn.textContent = "+ Add component"; + addBtn.addEventListener("click", () => { + addRow(`Component ${rows.children.length + 1}`); + commit(); + }); + + const controls = document.createElement("div"); + controls.className = "cadetgui-field-list-controls"; + controls.appendChild(addBtn); + controls.appendChild(counter); + body.appendChild(controls); + wrap.appendChild(body); + + const err = document.createElement("span"); + err.className = "cadetgui-field-error"; + const syncError = () => { + const msg = model.get("error"); + err.textContent = msg; + err.hidden = !msg; + }; + wrap.appendChild(err); + + syncFromModel(); + syncError(); + + model.on("change:value", syncFromModel); + model.on("change:error", syncError); + model.on("change:label", () => { labelEl.textContent = model.get("label"); }); + + el.appendChild(wrap); +} + +export default { render }; diff --git a/cadetgui/widgets/elements/component_list_field.py b/cadetgui/widgets/elements/component_list_field.py new file mode 100644 index 0000000..2c30205 --- /dev/null +++ b/cadetgui/widgets/elements/component_list_field.py @@ -0,0 +1,38 @@ +# ========================================= +# File: cadetgui/widgets/elements/component_list_field.py +# ========================================= +from __future__ import annotations + +from pathlib import Path +from typing import List, Optional, Sequence + +import traitlets as T + +from .base import Element, Validator + +__all__ = ["ComponentListField"] + +_DIR = Path(__file__).parent + + +class ComponentListField(Element): + """Editable list of named components: add/remove/rename rows, live count. + + Defaults to one component ("Component 1") — always at least one, since a + `ComponentSystem` with zero components isn't meaningful. + """ + + value = T.List(T.Unicode()).tag(sync=True) + + _esm = _DIR / "component_list_field.js" + _css = _DIR / "_shared.css" + + def __init__( + self, + *, + label: str = "", + value: Optional[Sequence[str]] = None, + validate: Optional[Validator] = None, + ) -> None: + names: List[str] = list(value) if value else ["Component 1"] + super().__init__(label=label, value=names, validate=validate) diff --git a/tests/test_configuration.py b/tests/test_configuration.py index c0fd125..973c4b9 100644 --- a/tests/test_configuration.py +++ b/tests/test_configuration.py @@ -49,10 +49,11 @@ def test_configuration_widget_rebuilds_column_on_component_change(): original_column = cw._get_column() assert original_column.n_comp == 1 - cw._components.value = 2 + cw._components.value = ["Salt", "Protein"] new_column = cw._get_column() assert new_column is not original_column assert new_column.n_comp == 2 + assert list(new_column.component_system.names) == ["Salt", "Protein"] # the stale 1-component column must not linger in the cache assert original_column not in cw._column_cache.values() @@ -86,7 +87,8 @@ def test_export_script_produces_executable_equivalent_process(): assert type(ns["process"]) is type(cw.process) assert type(ns["column"]) is type(cw._get_column()) - assert ns["component_system"].n_comp == cw._components.value + assert ns["component_system"].n_comp == len(cw._components.value) + assert list(ns["component_system"].names) == cw._components.value from cadetgui.simulation import run_process @@ -178,3 +180,52 @@ def test_export_script_includes_binding_model_and_round_trips(): res_widget.solution[unit]["outlet"].solution, res_script.solution[unit]["outlet"].solution, ) + + +def test_components_field_defaults_to_one_named_component(): + cw = ConfigurationWidget() + assert cw._components.value == ["Component 1"] + assert cw._get_column().n_comp == 1 + assert list(cw._get_column().component_system.names) == ["Component 1"] + + +def test_renaming_components_rebuilds_column_with_new_names(): + cw = ConfigurationWidget() + cw._components.value = ["Salt", "Protein"] + + column = cw._get_column() + assert column.n_comp == 2 + assert list(column.component_system.names) == ["Salt", "Protein"] + + +def test_binding_model_scales_to_multiple_named_components(): + cw = ConfigurationWidget() + cw._components.value = ["Salt", "Protein"] + cw._binding_picker.value = cw._binding_registry["Linear"] + cw._column_form._on_apply(None) + cw._binding_form._on_apply(None) + + column = cw._get_column() + assert column.binding_model.n_comp == 2 + assert cw._binding_form.status.value == "Built successfully." + # NOTE: applying the model form itself (batch_elution_spec/lwe_spec) is not + # exercised with >1 component here — those specs hard-code single-value + # concentration defaults (e.g. c_feed=[10.0]) that CADET-Process rejects + # for n_comp != 1. Pre-existing adapter-layer limitation, unrelated to + # component naming; column/binding config already scale correctly, as + # this test shows. See ai-docs/REQUIREMENTS.md. + + +def test_export_script_reflects_a_renamed_single_component(): + cw = ConfigurationWidget() + cw._components.value = ["MyProtein"] # still one component, just renamed + cw._column_form._on_apply(None) + cw._binding_form._on_apply(None) + cw._model_form._on_apply(None) + + script = cw.export_script() + assert "component_system = ComponentSystem(['MyProtein'])" in script + + ns = {} + exec(compile(script, "", "exec"), ns) # noqa: S102 + assert list(ns["component_system"].names) == ["MyProtein"] diff --git a/tests/test_elements.py b/tests/test_elements.py index 6c8e07f..a7f14f7 100644 --- a/tests/test_elements.py +++ b/tests/test_elements.py @@ -4,6 +4,7 @@ from cadetgui.widgets.elements import ( BoolField, ChoiceField, + ComponentListField, Element, FloatField, FloatListField, @@ -121,3 +122,26 @@ def not_none(v): c.set_options([]) assert not c.is_valid assert c.error == "required" + + +def test_componentlistfield_defaults_to_one_component(): + f = ComponentListField(label="Components:") + assert f.value == ["Component 1"] + + +def test_componentlistfield_accepts_initial_names(): + f = ComponentListField(value=["Salt", "Protein"]) + assert f.value == ["Salt", "Protein"] + + +def test_componentlistfield_empty_initial_value_falls_back_to_default(): + f = ComponentListField(value=[]) + assert f.value == ["Component 1"] + + +def test_componentlistfield_observe_fires_on_value_change(): + f = ComponentListField() + seen = [] + f.observe(lambda change: seen.append(change["new"]), names="value") + f.value = ["A", "B", "C"] + assert seen == [["A", "B", "C"]] From 04758f0752bb5bb443557293a79d76c0afdfb31b Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Mon, 7 Sep 2026 16:17:14 +0200 Subject: [PATCH 034/158] Add interface.json --- cadetgui/parameters/__init__.py | 64 ++++++ cadetgui/parameters/interface.json | 333 +++++++++++++++++++++++++++++ 2 files changed, 397 insertions(+) create mode 100644 cadetgui/parameters/__init__.py create mode 100644 cadetgui/parameters/interface.json diff --git a/cadetgui/parameters/__init__.py b/cadetgui/parameters/__init__.py new file mode 100644 index 0000000..fd2ff24 --- /dev/null +++ b/cadetgui/parameters/__init__.py @@ -0,0 +1,64 @@ +"""Loader for the parameter metadata ground truth (`interface.json`). + +Framework-agnostic (no widget/CADET-Process imports) -- see +ai-docs/ARCHITECTURE.md's "Parameter metadata schema" for the design and +ai-docs/REQUIREMENTS.md item #5 for why this exists as one file rather than +scattered per-widget constants. +""" +from __future__ import annotations + +import json +from functools import lru_cache +from pathlib import Path +from typing import Any + +__all__ = ["load_schema", "get_parameters", "get_parameter", "required_parameters"] + +_SCHEMA_PATH = Path(__file__).parent / "interface.json" + + +def _resolve_refs(node: Any, root: dict) -> Any: + """Recursively replace `{"$ref": "a.b.c"}` with the dotted-path value from `root`.""" + if isinstance(node, dict): + if set(node.keys()) == {"$ref"}: + target: Any = root + for part in node["$ref"].split("."): + target = target[part] + return _resolve_refs(target, root) + return {k: _resolve_refs(v, root) for k, v in node.items()} + if isinstance(node, list): + return [_resolve_refs(v, root) for v in node] + return node + + +@lru_cache(maxsize=1) +def load_schema() -> dict: + """Load and `$ref`-resolve `interface.json`. Cached -- the file doesn't change at runtime.""" + raw = json.loads(_SCHEMA_PATH.read_text()) + return _resolve_refs(raw, raw) + + +def get_parameters(category: str, model: str) -> dict[str, dict]: + """All known parameters for `model` in `category`, keyed by CADET-Process name. + + Merges the category's `shared_parameters` (e.g. `length`, `diameter`, + `axial_dispersion` -- identical across every TubularReactorBase-derived + column) underneath the model's own_parameters, but only for models that + opt in via `extends_shared_parameters: true` -- e.g. `Cstr` has a + different base class and no column geometry, so it must not inherit them. + """ + schema = load_schema()["categories"][category] + model_entry = schema["models"][model] + extends_shared = model_entry.get("extends_shared_parameters") + shared = schema.get("shared_parameters", {}) if extends_shared else {} + return {**shared, **model_entry["own_parameters"]} + + +def get_parameter(category: str, model: str, name: str) -> dict: + """Metadata for one parameter, e.g. `get_parameter("binding", "Langmuir", "capacity")`.""" + return get_parameters(category, model)[name] + + +def required_parameters(category: str, model: str) -> list[str]: + """Return the subset of `get_parameters(...)` CADET-Process requires to build `model`.""" + return load_schema()["categories"][category]["models"][model]["required_parameters"] diff --git a/cadetgui/parameters/interface.json b/cadetgui/parameters/interface.json new file mode 100644 index 0000000..c75f61a --- /dev/null +++ b/cadetgui/parameters/interface.json @@ -0,0 +1,333 @@ +{ + "$comment": "Parameter metadata ground truth for CADET-GUI. Not GUI-specific: describes CADET-Process<->CADET-Core parameters as they actually are. GUI-layer decisions (which fields to render, how) belong in cadetprocessadapter.py, not here. Sourced from CADET-Core/doc/interface/{binding,unit_operations,solver.rst} and CADET-Process's CADETProcess/processModel/{binding,unitOperation}.py + CADETProcess/simulator/cadetAdapter.py (parameter maps), verified 2026-09-07 -- no invented units/ranges.", + "categories": { + "column": { + "$comment": "Shared TubularReactorBase parameters (length/diameter/axial_dispersion) apply to GeneralRateModel, LumpedRateModelWithPores, LumpedRateModelWithoutPores -- NOT Cstr, which has a different base class and volume-based geometry instead.", + "shared_parameters": { + "length": { + "cp_name": "length", + "co_name": "BED_LENGTH", + "co_name_code_variant": "COL_LENGTH", + "unit": "m", + "min": 0.0, + "min_exclusive": true, + "max": null, + "dtype": "float", + "component_dependent": false, + "description": "Column length.", + "source": "interface/unit_operations/axial_flow_column_1D_config.rst BED_LENGTH; cadetAdapter.py unit_parameters_map writes COL_LENGTH for the same CADET-Process attribute -- the two doc/code names for the same parameter, not verified which is current upstream, flagged rather than guessed." + }, + "diameter": { + "cp_name": "diameter", + "co_name": null, + "co_name_note": "Not written directly -- CADETProcess derives CROSS_SECTION_AREA = pi/4 * diameter^2 (see TubularReactorBase.cross_section_area). diameter is a CADET-Process-only convenience attribute.", + "unit": "m", + "min": 0.0, + "min_exclusive": true, + "max": null, + "dtype": "float", + "component_dependent": false, + "description": "Column diameter (converted to cross-section area before reaching CADET-Core).", + "source": "CADETProcess/processModel/unitOperation.py TubularReactorBase.cross_section_area; interface/unit_operations/axial_flow_column_1D_config.rst CROSS_SECTION_AREA (unit m^2, range >0)." + }, + "axial_dispersion": { + "cp_name": "axial_dispersion", + "co_name": "COL_DISPERSION", + "unit": "m^2/s", + "min": 0.0, + "min_exclusive": false, + "max": null, + "dtype": "float", + "component_dependent": true, + "description": "Axial dispersion coefficient.", + "source": "interface/unit_operations/axial_flow_column_1D_config.rst COL_DISPERSION." + } + }, + "models": { + "GeneralRateModel": { + "co_unit_type": "GENERAL_RATE_MODEL", + "extends_shared_parameters": true, + "required_parameters": [ + "bed_porosity", "particle_porosity", "pore_diffusion", + "particle_radius", "film_diffusion", "diameter", "length", "axial_dispersion" + ], + "own_parameters": { + "bed_porosity": { + "cp_name": "bed_porosity", "co_name": "COL_POROSITY", + "unit": null, "min": 0.0, "min_exclusive": true, "max": 1.0, "max_exclusive": false, + "dtype": "float", "component_dependent": false, + "description": "Interstitial (bed) porosity.", + "source": "interface/unit_operations/axial_flow_column_1D_config.rst COL_POROSITY." + }, + "particle_porosity": { + "cp_name": "particle_porosity", "co_name": "PAR_POROSITY", + "unit": null, "min": 0.0, "min_exclusive": true, "max": 1.0, "max_exclusive": false, + "dtype": "float", "component_dependent": false, + "description": "Particle (intraparticle) porosity.", + "source": "interface/unit_operations/particle_config.rst PAR_POROSITY." + }, + "particle_radius": { + "cp_name": "particle_radius", "co_name": "PAR_RADIUS", + "unit": "m", "min": 0.0, "min_exclusive": true, "max": null, + "dtype": "float", "component_dependent": false, + "description": "Particle radius.", + "source": "interface/unit_operations/particle_config.rst PAR_RADIUS." + }, + "film_diffusion": { + "cp_name": "film_diffusion", "co_name": "FILM_DIFFUSION", + "unit": "m/s", "min": 0.0, "min_exclusive": false, "max": null, + "dtype": "float", "component_dependent": true, + "description": "Film diffusion coefficient (mass transfer through the particle film) per component.", + "source": "interface/unit_operations/particle_config.rst FILM_DIFFUSION." + }, + "pore_diffusion": { + "cp_name": "pore_diffusion", + "co_name": "PORE_DIFFUSION", + "co_name_code_variant": "PAR_DIFFUSION", + "unit": "m^2/s", "min": 0.0, "min_exclusive": true, "max": null, + "dtype": "float", "component_dependent": true, + "description": "Effective pore diffusion coefficient per component.", + "source": "interface/unit_operations/particle_config.rst PORE_DIFFUSION; cadetAdapter.py unit_parameters_map writes PAR_DIFFUSION for GeneralRateModel -- same doc/code name mismatch pattern as COL_LENGTH/BED_LENGTH, flagged not resolved." + } + } + }, + "LumpedRateModelWithPores": { + "co_unit_type": "LUMPED_RATE_MODEL_WITH_PORES", + "extends_shared_parameters": true, + "required_parameters": [ + "bed_porosity", "particle_porosity", "particle_radius", + "film_diffusion", "diameter", "length", "axial_dispersion" + ], + "own_parameters": { + "bed_porosity": { "$ref": "categories.column.models.GeneralRateModel.own_parameters.bed_porosity" }, + "particle_porosity": { "$ref": "categories.column.models.GeneralRateModel.own_parameters.particle_porosity" }, + "particle_radius": { "$ref": "categories.column.models.GeneralRateModel.own_parameters.particle_radius" }, + "film_diffusion": { "$ref": "categories.column.models.GeneralRateModel.own_parameters.film_diffusion" } + } + }, + "LumpedRateModelWithoutPores": { + "co_unit_type": "LUMPED_RATE_MODEL_WITHOUT_PORES", + "extends_shared_parameters": true, + "required_parameters": ["total_porosity", "diameter", "length", "axial_dispersion"], + "own_parameters": { + "total_porosity": { + "cp_name": "total_porosity", "co_name": "TOTAL_POROSITY", + "unit": null, "min": 0.0, "min_exclusive": true, "max": 1.0, "max_exclusive": false, + "dtype": "float", "component_dependent": false, + "description": "Total porosity (bed + particle combined into one lumped value; there are no explicit particles in this model).", + "source": "interface/unit_operations/axial_flow_column_1D_config.rst TOTAL_POROSITY." + } + } + }, + "Cstr": { + "co_unit_type": "CSTR", + "required_parameters": ["init_liquid_volume"], + "own_parameters": { + "init_liquid_volume": { + "cp_name": "init_liquid_volume", "co_name": "INIT_LIQUID_VOLUME", + "unit": "m^3", "min": 0.0, "min_exclusive": false, "max": null, + "dtype": "float", "component_dependent": false, + "description": "Initial liquid volume in the tank.", + "source": "interface/unit_operations/cstr.rst INIT_LIQUID_VOLUME." + } + } + } + } + }, + "binding": { + "$comment": "No shared_parameters section: unlike column models, the same CADET-Process attribute name (e.g. capacity) means a genuinely different thing per binding model -- for Langmuir it is per-component (length NCOMP), for StericMassAction it is a single scalar (length 1). Sharing a definition across models would silently misrepresent one of them, which is exactly the bug this file exists to avoid (see cadetgui's PARAM_SCHEMA / REQUIREMENTS.md item #12).", + "models": { + "NoBinding": { + "co_model_name": "NONE", + "required_parameters": [], + "own_parameters": {} + }, + "Linear": { + "co_model_name": "LINEAR", + "required_parameters": ["adsorption_rate", "desorption_rate"], + "own_parameters": { + "adsorption_rate": { + "cp_name": "adsorption_rate", "co_name": "LIN_KA", + "unit": "m^3_MP/(m^3_SP*s)", "min": 0.0, "min_exclusive": false, "max": null, + "dtype": "float", "component_dependent": true, + "description": "Adsorption rate constant.", + "source": "interface/binding/linear.rst LIN_KA." + }, + "desorption_rate": { + "cp_name": "desorption_rate", "co_name": "LIN_KD", + "unit": "1/s", "min": 0.0, "min_exclusive": false, "max": null, + "dtype": "float", "component_dependent": true, + "description": "Desorption rate constant.", + "source": "interface/binding/linear.rst LIN_KD." + } + } + }, + "Langmuir": { + "co_model_name": "MULTI_COMPONENT_LANGMUIR", + "required_parameters": ["adsorption_rate", "desorption_rate", "capacity"], + "own_parameters": { + "adsorption_rate": { + "cp_name": "adsorption_rate", "co_name": "MCL_KA", + "unit": "m^3_MP/(mol*s)", "min": 0.0, "min_exclusive": false, "max": null, + "dtype": "float", "component_dependent": true, + "description": "Adsorption rate constant. Unit differs from Linear/StericMassAction's adsorption_rate (mol-based here, volume-based there) -- do not share one definition across binding models.", + "source": "interface/binding/multi_component_langmuir.rst MCL_KA." + }, + "desorption_rate": { + "cp_name": "desorption_rate", "co_name": "MCL_KD", + "unit": "1/s", "min": 0.0, "min_exclusive": false, "max": null, + "dtype": "float", "component_dependent": true, + "description": "Desorption rate constant.", + "source": "interface/binding/multi_component_langmuir.rst MCL_KD." + }, + "capacity": { + "cp_name": "capacity", "co_name": "MCL_QMAX", + "unit": "mol/m^3_SP", "min": 0.0, "min_exclusive": true, "max": null, + "dtype": "float", "component_dependent": true, + "description": "Maximum adsorption capacity, per component. Unlike StericMassAction.capacity (a single scalar shared by all components), Langmuir's capacity is genuinely per-component.", + "source": "interface/binding/multi_component_langmuir.rst MCL_QMAX; CADETProcess/processModel/binding.py Langmuir.capacity = SizedUnsignedList(size=\"n_comp\")." + } + } + }, + "StericMassAction": { + "co_model_name": "STERIC_MASS_ACTION", + "required_parameters": [ + "adsorption_rate", "desorption_rate", "steric_factor", "characteristic_charge", "capacity" + ], + "own_parameters": { + "adsorption_rate": { + "cp_name": "adsorption_rate", "co_name": "SMA_KA", + "unit": "m^3_MP/(m^3_SP*s)", "min": 0.0, "min_exclusive": false, "max": null, + "dtype": "float", "component_dependent": true, + "description": "Adsorption rate constant.", + "source": "interface/binding/steric_mass_action.rst SMA_KA." + }, + "desorption_rate": { + "cp_name": "desorption_rate", "co_name": "SMA_KD", + "unit": "1/s", "min": 0.0, "min_exclusive": false, "max": null, + "dtype": "float", "component_dependent": true, + "description": "Desorption rate constant.", + "source": "interface/binding/steric_mass_action.rst SMA_KD." + }, + "characteristic_charge": { + "cp_name": "characteristic_charge", "co_name": "SMA_NU", + "unit": null, "min": 0.0, "min_exclusive": false, "max": null, + "dtype": "float", "component_dependent": true, + "description": "Characteristic charge (nu): number of resin sites the protein interacts with.", + "source": "interface/binding/steric_mass_action.rst SMA_NU." + }, + "steric_factor": { + "cp_name": "steric_factor", "co_name": "SMA_SIGMA", + "unit": null, "min": 0.0, "min_exclusive": false, "max": null, + "dtype": "float", "component_dependent": true, + "description": "Steric factor (sigma): number of resin sites shielded by the bound protein.", + "source": "interface/binding/steric_mass_action.rst SMA_SIGMA." + }, + "capacity": { + "cp_name": "capacity", "co_name": "SMA_LAMBDA", + "unit": "mol/m^3_SP", "min": 0.0, "min_exclusive": false, "max": null, + "dtype": "float", "component_dependent": false, + "description": "Stationary phase (ionic) capacity -- a single value shared by the whole resin, not per component. Unlike Langmuir.capacity (per-component), this is a scalar (length 1).", + "source": "interface/binding/steric_mass_action.rst SMA_LAMBDA (Length: 1); CADETProcess/processModel/binding.py StericMassAction.capacity = UnsignedFloat()." + } + } + } + } + }, + "solver": { + "$comment": "Not yet exposed anywhere in the GUI (REQUIREMENTS.md 'Next widgets' #8) -- populated here as the third category the product owner asked to distinguish, and to prove the schema generalizes beyond column/binding. Global per-simulation settings, none are component-dependent.", + "models": { + "SolverTimeIntegratorParameters": { + "co_group": "/solver/time_integrator", + "required_parameters": [], + "own_parameters": { + "abstol": { + "cp_name": "abstol", "co_name": "ABSTOL", + "unit": null, "min": 0.0, "min_exclusive": true, "max": null, + "dtype": "float", "component_dependent": false, "default": 1e-8, + "description": "Absolute tolerance in the solution of the original system.", + "source": "interface/solver.rst ABSTOL; CADETProcess/simulator/cadetAdapter.py SolverTimeIntegratorParameters.abstol." + }, + "reltol": { + "cp_name": "reltol", "co_name": "RELTOL", + "unit": null, "min": 0.0, "min_exclusive": false, "max": null, + "dtype": "float", "component_dependent": false, "default": 1e-6, + "description": "Relative tolerance in the solution of the original system.", + "source": "interface/solver.rst RELTOL." + }, + "algtol": { + "cp_name": "algtol", "co_name": "ALGTOL", + "unit": null, "min": 0.0, "min_exclusive": true, "max": null, + "dtype": "float", "component_dependent": false, "default": 1e-12, + "description": "Tolerance in the solution of the nonlinear consistency equations.", + "source": "interface/solver.rst ALGTOL." + }, + "reltol_sens": { + "cp_name": "reltol_sens", "co_name": "RELTOL_SENS", + "unit": null, "min": 0.0, "min_exclusive": false, "max": null, + "dtype": "float", "component_dependent": false, "default": 1e-12, + "description": "Relative tolerance in the solution of the sensitivity systems.", + "source": "interface/solver.rst RELTOL_SENS." + }, + "init_step_size": { + "cp_name": "init_step_size", "co_name": "INIT_STEP_SIZE", + "unit": "s", "min": 0.0, "min_exclusive": false, "max": null, + "dtype": "float", "component_dependent": false, "default": 1e-6, + "description": "Initial time integrator step size (0.0: IDAS default).", + "source": "interface/solver.rst INIT_STEP_SIZE." + }, + "max_steps": { + "cp_name": "max_steps", "co_name": "MAX_STEPS", + "unit": null, "min": 0, "min_exclusive": false, "max": null, + "dtype": "int", "component_dependent": false, "default": 1000000, + "description": "Maximum number of timesteps taken by IDAS (0: IDAS default = 500).", + "source": "interface/solver.rst MAX_STEPS." + }, + "max_step_size": { + "cp_name": "max_step_size", "co_name": "MAX_STEP_SIZE", + "unit": "s", "min": 0.0, "min_exclusive": false, "max": null, + "dtype": "float", "component_dependent": false, "default": 0.0, + "description": "Maximum size of timesteps taken by IDAS (0.0: unlimited).", + "source": "interface/solver.rst MAX_STEP_SIZE." + }, + "errortest_sens": { + "cp_name": "errortest_sens", "co_name": "ERRORTEST_SENS", + "unit": null, "min": null, "max": null, + "dtype": "bool", "component_dependent": false, "default": false, + "description": "Whether (forward) sensitivities take part in the local error test.", + "source": "interface/solver.rst ERRORTEST_SENS." + }, + "max_newton_iter": { + "cp_name": "max_newton_iter", "co_name": "MAX_NEWTON_ITER", + "unit": null, "min": 0, "min_exclusive": false, "max": null, + "dtype": "int", "component_dependent": false, "default": 1000000, + "description": "Maximum number of Newton iterations per time step.", + "source": "interface/solver.rst MAX_NEWTON_ITER." + }, + "max_errtest_fail": { + "cp_name": "max_errtest_fail", "co_name": "MAX_ERRTEST_FAIL", + "unit": null, "min": 0, "min_exclusive": false, "max": null, + "dtype": "int", "component_dependent": false, "default": 1000000, + "description": "Maximum number of local error test failures per time step.", + "source": "interface/solver.rst MAX_ERRTEST_FAIL." + }, + "max_convtest_fail": { + "cp_name": "max_convtest_fail", "co_name": "MAX_CONVTEST_FAIL", + "unit": null, "min": 0, "min_exclusive": false, "max": null, + "dtype": "int", "component_dependent": false, "default": 1000000, + "description": "Maximum number of Newton convergence test failures per time step.", + "source": "interface/solver.rst MAX_CONVTEST_FAIL." + }, + "max_newton_iter_sens": { + "cp_name": "max_newton_iter_sens", "co_name": "MAX_NEWTON_ITER_SENS", + "unit": null, "min": 0, "min_exclusive": false, "max": null, + "dtype": "int", "component_dependent": false, "default": 1000000, + "description": "Maximum number of Newton iterations in the forward sensitivity time step.", + "source": "interface/solver.rst MAX_NEWTON_ITER_SENS." + } + } + } + } + } + } +} From 84cb00aa233b8fb116724becf39b77e3a99a589a Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Mon, 7 Sep 2026 16:17:21 +0200 Subject: [PATCH 035/158] Wire through interface.json --- cadetgui/cadetprocessadapter.py | 131 ++++++++++++++++++++------------ 1 file changed, 83 insertions(+), 48 deletions(-) diff --git a/cadetgui/cadetprocessadapter.py b/cadetgui/cadetprocessadapter.py index a9e7bb4..4db0e79 100644 --- a/cadetgui/cadetprocessadapter.py +++ b/cadetgui/cadetprocessadapter.py @@ -18,7 +18,8 @@ StericMassAction, ) -FieldKind = str +from .parameters import get_parameters as _param_metadata_for + Validator = Callable[[Any], None] Transform = Callable[[Any], Any] @@ -190,8 +191,6 @@ def make_sma_binding(cs: ComponentSystem) -> BindingBaseClass: "Steric Mass Action (SMA)": make_sma_binding, } -PARAM_TYPE_OVERRIDES: Dict[str, FieldKind] = {} - def _unique_preserve_order(names: Sequence[str]) -> list[str]: """Return names in original order, dropping duplicates (first occurrence wins).""" @@ -204,48 +203,89 @@ def _unique_preserve_order(names: Sequence[str]) -> list[str]: return out -PARAM_SCHEMA: dict[str, dict] = { - "diameter": {"kind": "float", "default": 0.024, "min": 0.0, "units": "m"}, - "bed_porosity": {"kind": "float", "default": 0.72, "min": 0.0, "max": 1.0}, - "length": {"kind": "float", "default": 0.5, "min": 0.0, "units": "m"}, - "pore_diffusion": {"kind": "float", "default": 1e-10, "min": 0.0, "units": "m^2/s"}, - "film_diffusion": {"kind": "float", "default": 1e-3, "min": 0.0, "units": "m/s"}, - "particle_porosity": {"kind": "float", "default": 0.6, "min": 0.0, "max": 1.0}, - "particle_radius": {"kind": "float", "default": 5.0e-6, "min": 0.0, "units": "m"}, - "axial_dispersion": {"kind": "float", "default": 1e-8, "min": 0.0, "units": "m^2/s"}, - - # Binding-model parameters. Bounds/units sourced from CADET-Core's binding - # model docs (cadet.github.io/master/interface/binding/{linear, - # multi_component_langmuir,steric_mass_action}.html), not invented — see - # ai-docs/ARCHITECTURE.md's "no inventing bounds" rule. - # - # `adsorption_rate`'s unit differs by model (Langmuir: m^3/(mol*s); Linear - # and SMA: m^3_MP/m^3_SP/s) — left unspecified since this schema is shared - # across binding model types and picking one would be wrong for the others. - # `desorption_rate` (1/s) and `capacity` (mol/m^3) are consistent across - # every model that uses them, so those do get a unit. - "adsorption_rate": {"kind": "float", "min": 0.0}, - "desorption_rate": {"kind": "float", "min": 0.0, "units": "1/s"}, - "capacity": {"kind": "float", "min": 0.0, "units": "mol/m^3"}, - "characteristic_charge": {"kind": "float", "min": 0.0}, - "steric_factor": {"kind": "float", "min": 0.0}, -} - - def _infer_kind(x) -> str: if isinstance(x, (list, tuple)): return "float_list" if isinstance(x, bool): return "bool" return "float" -def _resolve_param(name: str, column_value): - meta = PARAM_SCHEMA.get(name, {}) - default = meta.get("default", column_value) - kind = meta.get("kind", _infer_kind(default)) +# GUI-only seed defaults: a sensible starting value for a blank form, so +# "Apply" without touching anything doesn't build a degenerate (zero-length, +# zero-porosity) column. CADET-Core has no canonical default for these -- +# they're mandatory, problem-specific physical inputs -- so this deliberately +# lives here rather than in parameters/interface.json (which is the ground-truth +# CADET-Process<->CADET-Core mapping, not a GUI convenience). Shared across +# column models via the `None` model slot; add a `(category, "ModelName", name)` +# entry only if a specific model genuinely needs a different seed. +_GUI_SEED_DEFAULTS: dict[tuple[str, Optional[str], str], float] = { + ("column", None, "diameter"): 0.024, + ("column", None, "length"): 0.5, + ("column", None, "axial_dispersion"): 1e-8, + ("column", None, "bed_porosity"): 0.72, + ("column", None, "particle_porosity"): 0.6, + ("column", None, "particle_radius"): 5.0e-6, + ("column", None, "film_diffusion"): 1e-3, + ("column", None, "pore_diffusion"): 1e-10, +} + + +def _seed_default(category: str, model_name: str, name: str) -> float: + key = (category, model_name, name) + if key in _GUI_SEED_DEFAULTS: + return _GUI_SEED_DEFAULTS[key] + return _GUI_SEED_DEFAULTS.get((category, None, name), 0.0) + + +def _category_and_model(obj: Any) -> tuple[Optional[str], str]: + model_name = type(obj).__name__ + if isinstance(obj, BindingBaseClass): + return "binding", model_name + if isinstance(obj, ChromatographicColumnBase) or isinstance(obj, Cstr): + return "column", model_name + return None, model_name + + +def _resolve_param(obj: Any, category: Optional[str], model_name: str, name: str): + """Resolve one parameter's kind/bounds/units/default. + + Ground truth (kind, bounds, units, whether it's per-component) comes from + `parameters/interface.json` via `category`/`model_name` -- see + ai-docs/ARCHITECTURE.md's "Parameter metadata schema" for why this is + nested per-model rather than one flat dict (e.g. `Langmuir.capacity` is + per-component, `StericMassAction.capacity` is a single scalar; same + CADET-Process attribute name, different shape). Falls back to inferring + purely from the object's current value when the schema doesn't (yet) know + this category/model/parameter, so an unregistered model still renders + something instead of raising. + """ + meta = None + if category is not None: + try: + meta = _param_metadata_for(category, model_name).get(name) + except KeyError: + meta = None + + current = getattr(obj, name, None) + + if meta is None: + kind = _infer_kind(current) + transform = parse_float_list if kind == "float_list" else None + return current, kind, transform, {}, None + + dtype = meta["dtype"] + kind = "float_list" if (dtype == "float" and meta["component_dependent"]) else dtype + + if current is not None: + default = current + elif kind == "float_list": + n_comp = getattr(obj, "n_comp", None) or 1 + default = [_seed_default(category, model_name, name)] * n_comp + else: + default = _seed_default(category, model_name, name) + + bounds = {k: meta[k] for k in ("min", "max") if meta.get(k) is not None} transform = parse_float_list if kind == "float_list" else None - bounds = {k: meta[k] for k in ("min", "max") if k in meta} - units = meta.get("units") - return default, kind, transform, bounds, units + return default, kind, transform, bounds, meta.get("unit") def _coerce_to_kind(kind: str, val): @@ -266,11 +306,13 @@ def build_parameter_config_spec(obj: Any) -> ModelSpec: """ req = getattr(obj, "required_parameters", None) or [] names = _unique_preserve_order(list(req)) + category, model_name = _category_and_model(obj) fields: list[FieldSpec] = [] + kinds: dict[str, str] = {} for name in names: - current_val = getattr(obj, name, None) - default, kind, transform, bounds, units = _resolve_param(name, current_val) + default, kind, transform, bounds, units = _resolve_param(obj, category, model_name, name) + kinds[name] = kind label = name.replace("_", " ").capitalize() fs_kwargs = dict(name=name, kind=kind, label=label, default=default, transform=transform, **bounds) if units is not None: @@ -282,14 +324,7 @@ def _apply(values: Mapping[str, Any]) -> Any: if name not in values: continue try: - # prefer schema kind; fall back to explicit overrides; else infer - schema_kind = PARAM_SCHEMA.get(name, {}).get("kind") - kind = schema_kind or PARAM_TYPE_OVERRIDES.get(name) # keep if you still have it - if kind is None: - # last-resort inference from current value - cur = getattr(obj, name, None) - kind = _infer_kind(cur) - coerced = _coerce_to_kind(kind, values[name]) + coerced = _coerce_to_kind(kinds[name], values[name]) setattr(obj, name, coerced) except Exception: # swallow and continue so one bad value doesn't block the rest From 12c5ab7534804bcd6d35a22f39dd69b127489a39 Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Mon, 7 Sep 2026 16:17:29 +0200 Subject: [PATCH 036/158] Test parameter readouts from interface.json --- tests/test_parameters.py | 99 ++++++++++++++++++++++++++++++++++++++++ 1 file changed, 99 insertions(+) create mode 100644 tests/test_parameters.py diff --git a/tests/test_parameters.py b/tests/test_parameters.py new file mode 100644 index 0000000..c37bb41 --- /dev/null +++ b/tests/test_parameters.py @@ -0,0 +1,99 @@ +from __future__ import annotations + +from cadetgui.parameters import get_parameter, get_parameters, required_parameters + + +def test_column_shared_parameters_resolve_via_ref(): + grm = get_parameters("column", "GeneralRateModel") + lrmp = get_parameters("column", "LumpedRateModelWithPores") + # bed_porosity is a $ref in LumpedRateModelWithPores pointing at GeneralRateModel's + # entry -- must resolve to the same actual dict, not stay a literal {"$ref": ...}. + assert lrmp["bed_porosity"] == grm["bed_porosity"] + assert "$ref" not in str(lrmp["bed_porosity"]) + + +def test_column_shared_geometry_present_on_every_tubular_model(): + for model in ["GeneralRateModel", "LumpedRateModelWithPores", "LumpedRateModelWithoutPores"]: + params = get_parameters("column", model) + assert {"length", "diameter", "axial_dispersion"} <= params.keys() + + +def test_cstr_has_no_shared_tubular_geometry(): + params = get_parameters("column", "Cstr") + assert "length" not in params + assert "diameter" not in params + assert params.keys() == {"init_liquid_volume"} + + +def test_langmuir_capacity_is_component_dependent_but_sma_capacity_is_not(): + langmuir_capacity = get_parameter("binding", "Langmuir", "capacity") + sma_capacity = get_parameter("binding", "StericMassAction", "capacity") + assert langmuir_capacity["component_dependent"] is True + assert sma_capacity["component_dependent"] is False + # same CADET-Process attribute name, different CADET-Core field -- the whole + # reason this schema is nested per-model rather than one flat dict. + assert langmuir_capacity["co_name"] != sma_capacity["co_name"] + + +def test_adsorption_rate_unit_differs_between_langmuir_and_linear(): + assert ( + get_parameter("binding", "Langmuir", "adsorption_rate")["unit"] + != get_parameter("binding", "Linear", "adsorption_rate")["unit"] + ) + + +def test_solver_category_parameters_are_never_component_dependent(): + params = get_parameters("solver", "SolverTimeIntegratorParameters") + assert params + assert all(p["component_dependent"] is False for p in params.values()) + + +def test_required_parameters_match_real_cadetprocess_objects(): + """Cross-check against CADET-Process itself, not just internal consistency -- + this is the schema's actual ground-truth claim, so it must match the library + it describes.""" + from CADETProcess.processModel import ( + ComponentSystem, + Cstr, + GeneralRateModel, + Langmuir, + Linear, + LumpedRateModelWithoutPores, + LumpedRateModelWithPores, + NoBinding, + StericMassAction, + ) + + cs = ComponentSystem(2) + column_models = { + "GeneralRateModel": GeneralRateModel, + "LumpedRateModelWithPores": LumpedRateModelWithPores, + "LumpedRateModelWithoutPores": LumpedRateModelWithoutPores, + } + for name, cls in column_models.items(): + obj = cls(cs, name="x") + assert set(required_parameters("column", name)) == set(obj.required_parameters) + + assert set(required_parameters("column", "Cstr")) == set(Cstr(cs, name="x").required_parameters) + + binding_models = {"Linear": Linear, "Langmuir": Langmuir, "StericMassAction": StericMassAction} + for name, cls in binding_models.items(): + obj = cls(cs, name="x") + assert set(required_parameters("binding", name)) == set(obj.required_parameters) + + assert required_parameters("binding", "NoBinding") == NoBinding().required_parameters == [] + + +def test_every_required_parameter_has_metadata(): + for category, model in [ + ("column", "GeneralRateModel"), + ("column", "LumpedRateModelWithPores"), + ("column", "LumpedRateModelWithoutPores"), + ("column", "Cstr"), + ("binding", "Linear"), + ("binding", "Langmuir"), + ("binding", "StericMassAction"), + ]: + params = get_parameters(category, model) + for name in required_parameters(category, model): + assert name in params, f"{category}/{model} required parameter {name!r} has no metadata" From f78166509118c5a85631c33746dc813f97c74338 Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Mon, 7 Sep 2026 17:28:00 +0200 Subject: [PATCH 037/158] Add units to fields --- cadetgui/widgets/elements/_shared.css | 23 ++++++++ cadetgui/widgets/elements/base.py | 1 + cadetgui/widgets/elements/bool_field.js | 42 ++++++++++++++ cadetgui/widgets/elements/bool_field.py | 3 +- cadetgui/widgets/elements/float_field.js | 51 ++++++++++++++++- cadetgui/widgets/elements/float_field.py | 5 +- cadetgui/widgets/elements/float_list_field.js | 55 ++++++++++++++++++- cadetgui/widgets/elements/float_list_field.py | 3 +- cadetgui/widgets/elements/text_field.js | 42 ++++++++++++++ cadetgui/widgets/elements/text_field.py | 3 +- cadetgui/widgets/forms/renderer.py | 7 ++- 11 files changed, 226 insertions(+), 9 deletions(-) diff --git a/cadetgui/widgets/elements/_shared.css b/cadetgui/widgets/elements/_shared.css index c45bb01..b0b30be 100644 --- a/cadetgui/widgets/elements/_shared.css +++ b/cadetgui/widgets/elements/_shared.css @@ -6,6 +6,7 @@ .cadetgui-field { --cg-fg: #1f2937; --cg-muted: #6b7280; + --cg-unit: #828d99; --cg-border: #d1d5db; --cg-focus: #2563eb; --cg-danger: #dc2626; @@ -25,6 +26,7 @@ .cadetgui-field { --cg-fg: #e5e7eb; --cg-muted: #9ca3af; + --cg-unit: #5b6472; --cg-border: #4b5563; --cg-focus: #60a5fa; --cg-danger: #f87171; @@ -38,6 +40,27 @@ color: var(--cg-muted); } +.cadetgui-field-unit { + color: var(--cg-unit); + flex: 0 0 auto; + font-family: "STIX Two Math", "Cambria Math", Georgia, "Times New Roman", serif; +} + +.cadetgui-field-unit sup, +.cadetgui-field-unit sub { + line-height: 0; +} + +.cadetgui-field-unit sub[title] { + cursor: help; + text-decoration: underline dotted; + text-underline-offset: 2px; +} + +.cadetgui-field-unit[hidden] { + display: none; +} + .cadetgui-field-input { width: 140px; padding: 4px 8px; diff --git a/cadetgui/widgets/elements/base.py b/cadetgui/widgets/elements/base.py index 9c39cd6..f8b7c4f 100644 --- a/cadetgui/widgets/elements/base.py +++ b/cadetgui/widgets/elements/base.py @@ -27,6 +27,7 @@ class Element(anywidget.AnyWidget): """ label = T.Unicode("").tag(sync=True) + units = T.Unicode("").tag(sync=True) error = T.Unicode("").tag(sync=True) _value_trait_name = "value" diff --git a/cadetgui/widgets/elements/bool_field.js b/cadetgui/widgets/elements/bool_field.js index b69d5b4..57d3101 100644 --- a/cadetgui/widgets/elements/bool_field.js +++ b/cadetgui/widgets/elements/bool_field.js @@ -1,3 +1,34 @@ +const UNIT_GLOSSARY = { + MP: "mobile phase", + SP: "stationary phase", + IV: "interstitial volume", +}; + +function renderUnit(container, raw) { + container.replaceChildren(); + if (!raw) return; + const re = /\^([0-9]+)|_([A-Za-z0-9]+)|\*/g; + let last = 0; + let m; + while ((m = re.exec(raw)) !== null) { + if (m.index > last) container.append(raw.slice(last, m.index)); + if (m[1] !== undefined) { + const sup = document.createElement("sup"); + sup.textContent = m[1]; + container.appendChild(sup); + } else if (m[2] !== undefined) { + const sub = document.createElement("sub"); + sub.textContent = m[2]; + if (UNIT_GLOSSARY[m[2]]) sub.title = UNIT_GLOSSARY[m[2]]; + container.appendChild(sub); + } else { + container.append("·"); + } + last = re.lastIndex; + } + if (last < raw.length) container.append(raw.slice(last)); +} + function render({ model, el }) { const wrap = document.createElement("label"); wrap.className = "cadetgui-field cadetgui-field-bool"; @@ -16,6 +47,16 @@ function render({ model, el }) { labelEl.textContent = model.get("label"); wrap.appendChild(labelEl); + const unitEl = document.createElement("span"); + unitEl.className = "cadetgui-field-unit"; + const syncUnit = () => { + const units = model.get("units"); + renderUnit(unitEl, units); + unitEl.hidden = !units; + }; + wrap.appendChild(unitEl); + syncUnit(); + const err = document.createElement("span"); err.className = "cadetgui-field-error"; const syncError = () => { @@ -29,6 +70,7 @@ function render({ model, el }) { model.on("change:value", () => { input.checked = Boolean(model.get("value")); }); model.on("change:error", syncError); model.on("change:label", () => { labelEl.textContent = model.get("label"); }); + model.on("change:units", syncUnit); el.appendChild(wrap); } diff --git a/cadetgui/widgets/elements/bool_field.py b/cadetgui/widgets/elements/bool_field.py index 461e270..2928200 100644 --- a/cadetgui/widgets/elements/bool_field.py +++ b/cadetgui/widgets/elements/bool_field.py @@ -28,6 +28,7 @@ def __init__( *, label: str = "", value: bool = False, + units: Optional[str] = None, validate: Optional[Validator] = None, ) -> None: - super().__init__(label=label, value=value, validate=validate) + super().__init__(label=label, value=value, units=units or "", validate=validate) diff --git a/cadetgui/widgets/elements/float_field.js b/cadetgui/widgets/elements/float_field.js index 9fddef8..e8c235c 100644 --- a/cadetgui/widgets/elements/float_field.js +++ b/cadetgui/widgets/elements/float_field.js @@ -1,3 +1,41 @@ +const UNIT_GLOSSARY = { + MP: "mobile phase", + SP: "stationary phase", + IV: "interstitial volume", +}; + +function renderUnit(container, raw) { + container.replaceChildren(); + if (!raw) return; + const re = /\^([0-9]+)|_([A-Za-z0-9]+)|\*/g; + let last = 0; + let m; + while ((m = re.exec(raw)) !== null) { + if (m.index > last) container.append(raw.slice(last, m.index)); + if (m[1] !== undefined) { + const sup = document.createElement("sup"); + sup.textContent = m[1]; + container.appendChild(sup); + } else if (m[2] !== undefined) { + const sub = document.createElement("sub"); + sub.textContent = m[2]; + if (UNIT_GLOSSARY[m[2]]) sub.title = UNIT_GLOSSARY[m[2]]; + container.appendChild(sub); + } else { + container.append("·"); + } + last = re.lastIndex; + } + if (last < raw.length) container.append(raw.slice(last)); +} + +function formatNumber(n) { + if (!Number.isFinite(n) || n === 0) return String(n); + const abs = Math.abs(n); + if (abs < 1e-3 || abs >= 1e6) return n.toExponential(); + return String(n); +} + function render({ model, el }) { const wrap = document.createElement("label"); wrap.className = "cadetgui-field"; @@ -21,7 +59,7 @@ function render({ model, el }) { else input.max = String(max); }; const syncValue = () => { - input.value = model.get("value"); + input.value = formatNumber(model.get("value")); }; const syncError = () => { const msg = model.get("error"); @@ -42,6 +80,16 @@ function render({ model, el }) { }); wrap.appendChild(input); + const unitEl = document.createElement("span"); + unitEl.className = "cadetgui-field-unit"; + const syncUnit = () => { + const units = model.get("units"); + renderUnit(unitEl, units); + unitEl.hidden = !units; + }; + wrap.appendChild(unitEl); + syncUnit(); + const err = document.createElement("span"); err.className = "cadetgui-field-error"; wrap.appendChild(err); @@ -52,6 +100,7 @@ function render({ model, el }) { model.on("change:max", syncBounds); model.on("change:error", syncError); model.on("change:label", () => { labelEl.textContent = model.get("label"); }); + model.on("change:units", syncUnit); el.appendChild(wrap); } diff --git a/cadetgui/widgets/elements/float_field.py b/cadetgui/widgets/elements/float_field.py index 0ce7ded..e1b257e 100644 --- a/cadetgui/widgets/elements/float_field.py +++ b/cadetgui/widgets/elements/float_field.py @@ -32,6 +32,9 @@ def __init__( value: float = 0.0, min: Optional[float] = None, max: Optional[float] = None, + units: Optional[str] = None, validate: Optional[Validator] = None, ) -> None: - super().__init__(label=label, value=value, min=min, max=max, validate=validate) + super().__init__( + label=label, value=value, min=min, max=max, units=units or "", validate=validate + ) diff --git a/cadetgui/widgets/elements/float_list_field.js b/cadetgui/widgets/elements/float_list_field.js index 2748f73..07e761e 100644 --- a/cadetgui/widgets/elements/float_list_field.js +++ b/cadetgui/widgets/elements/float_list_field.js @@ -1,3 +1,41 @@ +const UNIT_GLOSSARY = { + MP: "mobile phase", + SP: "stationary phase", + IV: "interstitial volume", +}; + +function renderUnit(container, raw) { + container.replaceChildren(); + if (!raw) return; + const re = /\^([0-9]+)|_([A-Za-z0-9]+)|\*/g; + let last = 0; + let m; + while ((m = re.exec(raw)) !== null) { + if (m.index > last) container.append(raw.slice(last, m.index)); + if (m[1] !== undefined) { + const sup = document.createElement("sup"); + sup.textContent = m[1]; + container.appendChild(sup); + } else if (m[2] !== undefined) { + const sub = document.createElement("sub"); + sub.textContent = m[2]; + if (UNIT_GLOSSARY[m[2]]) sub.title = UNIT_GLOSSARY[m[2]]; + container.appendChild(sub); + } else { + container.append("·"); + } + last = re.lastIndex; + } + if (last < raw.length) container.append(raw.slice(last)); +} + +function formatNumber(n) { + if (!Number.isFinite(n) || n === 0) return String(n); + const abs = Math.abs(n); + if (abs < 1e-3 || abs >= 1e6) return n.toExponential(); + return String(n); +} + function render({ model, el }) { const wrap = document.createElement("div"); wrap.className = "cadetgui-field cadetgui-field-list"; @@ -28,7 +66,7 @@ function render({ model, el }) { const input = document.createElement("input"); input.type = "number"; input.step = "any"; - input.value = value; + input.value = formatNumber(value); input.addEventListener("change", commit); row.appendChild(input); @@ -41,6 +79,12 @@ function render({ model, el }) { }); row.appendChild(rm); + const unitEl = document.createElement("span"); + unitEl.className = "cadetgui-field-unit"; + renderUnit(unitEl, model.get("units")); + unitEl.hidden = !model.get("units"); + row.appendChild(unitEl); + rows.appendChild(row); } @@ -61,6 +105,14 @@ function render({ model, el }) { body.appendChild(addBtn); wrap.appendChild(body); + const syncUnits = () => { + const units = model.get("units"); + rows.querySelectorAll(".cadetgui-field-unit").forEach((unitEl) => { + renderUnit(unitEl, units); + unitEl.hidden = !units; + }); + }; + const err = document.createElement("span"); err.className = "cadetgui-field-error"; const syncError = () => { @@ -76,6 +128,7 @@ function render({ model, el }) { model.on("change:value", syncFromModel); model.on("change:error", syncError); model.on("change:label", () => { labelEl.textContent = model.get("label"); }); + model.on("change:units", syncUnits); el.appendChild(wrap); } diff --git a/cadetgui/widgets/elements/float_list_field.py b/cadetgui/widgets/elements/float_list_field.py index 4c6ddb2..4b0f851 100644 --- a/cadetgui/widgets/elements/float_list_field.py +++ b/cadetgui/widgets/elements/float_list_field.py @@ -28,7 +28,8 @@ def __init__( *, label: str = "", value: Optional[Sequence[float]] = None, + units: Optional[str] = None, validate: Optional[Validator] = None, ) -> None: values: List[float] = [float(v) for v in value] if value else [0.0] - super().__init__(label=label, value=values, validate=validate) + super().__init__(label=label, value=values, units=units or "", validate=validate) diff --git a/cadetgui/widgets/elements/text_field.js b/cadetgui/widgets/elements/text_field.js index fd95899..fda3692 100644 --- a/cadetgui/widgets/elements/text_field.js +++ b/cadetgui/widgets/elements/text_field.js @@ -1,3 +1,34 @@ +const UNIT_GLOSSARY = { + MP: "mobile phase", + SP: "stationary phase", + IV: "interstitial volume", +}; + +function renderUnit(container, raw) { + container.replaceChildren(); + if (!raw) return; + const re = /\^([0-9]+)|_([A-Za-z0-9]+)|\*/g; + let last = 0; + let m; + while ((m = re.exec(raw)) !== null) { + if (m.index > last) container.append(raw.slice(last, m.index)); + if (m[1] !== undefined) { + const sup = document.createElement("sup"); + sup.textContent = m[1]; + container.appendChild(sup); + } else if (m[2] !== undefined) { + const sub = document.createElement("sub"); + sub.textContent = m[2]; + if (UNIT_GLOSSARY[m[2]]) sub.title = UNIT_GLOSSARY[m[2]]; + container.appendChild(sub); + } else { + container.append("·"); + } + last = re.lastIndex; + } + if (last < raw.length) container.append(raw.slice(last)); +} + function render({ model, el }) { const wrap = document.createElement("label"); wrap.className = "cadetgui-field"; @@ -17,6 +48,16 @@ function render({ model, el }) { }); wrap.appendChild(input); + const unitEl = document.createElement("span"); + unitEl.className = "cadetgui-field-unit"; + const syncUnit = () => { + const units = model.get("units"); + renderUnit(unitEl, units); + unitEl.hidden = !units; + }; + wrap.appendChild(unitEl); + syncUnit(); + const err = document.createElement("span"); err.className = "cadetgui-field-error"; const syncError = () => { @@ -31,6 +72,7 @@ function render({ model, el }) { model.on("change:value", () => { input.value = model.get("value"); }); model.on("change:error", syncError); model.on("change:label", () => { labelEl.textContent = model.get("label"); }); + model.on("change:units", syncUnit); el.appendChild(wrap); } diff --git a/cadetgui/widgets/elements/text_field.py b/cadetgui/widgets/elements/text_field.py index 2211a17..185a2a8 100644 --- a/cadetgui/widgets/elements/text_field.py +++ b/cadetgui/widgets/elements/text_field.py @@ -28,6 +28,7 @@ def __init__( *, label: str = "", value: str = "", + units: Optional[str] = None, validate: Optional[Validator] = None, ) -> None: - super().__init__(label=label, value=value, validate=validate) + super().__init__(label=label, value=value, units=units or "", validate=validate) diff --git a/cadetgui/widgets/forms/renderer.py b/cadetgui/widgets/forms/renderer.py index 576b9f9..763a5d0 100644 --- a/cadetgui/widgets/forms/renderer.py +++ b/cadetgui/widgets/forms/renderer.py @@ -31,16 +31,17 @@ def _coerced_default(f: FieldSpec) -> Any: value=_coerced_default(f), min=f.min, max=f.max, + units=f.units, validate=f.validate, ), "float_list": lambda f: FloatListField( - label=f.label or f.name, value=_coerced_default(f), validate=f.validate + label=f.label or f.name, value=_coerced_default(f), units=f.units, validate=f.validate ), "bool": lambda f: BoolField( - label=f.label or f.name, value=_coerced_default(f), validate=f.validate + label=f.label or f.name, value=_coerced_default(f), units=f.units, validate=f.validate ), "text": lambda f: TextField( - label=f.label or f.name, value=_coerced_default(f), validate=f.validate + label=f.label or f.name, value=_coerced_default(f), units=f.units, validate=f.validate ), } From 97663377231e4982e27360c0ad8a941fa9f3e05d Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Mon, 7 Sep 2026 17:28:26 +0200 Subject: [PATCH 038/158] Source units from json --- cadetgui/cadetprocessadapter.py | 65 +++++++++++++++++++++++++++------ 1 file changed, 53 insertions(+), 12 deletions(-) diff --git a/cadetgui/cadetprocessadapter.py b/cadetgui/cadetprocessadapter.py index 4db0e79..39ca717 100644 --- a/cadetgui/cadetprocessadapter.py +++ b/cadetgui/cadetprocessadapter.py @@ -54,19 +54,60 @@ def parse_float_list(v: Any) -> list[float]: return vals +# Units sourced from CADET-Core docs (interface/unit_operations/inlet.rst's +# CONST_COEFF for concentrations: mol/m_IV^-3; interface/solver.rst's +# SECTION_TIMES for durations: s). `flow_rate`'s m^3/s isn't documented for +# this exact field (Inlet-to-column connection flow rate isn't itemized in +# system.rst), but is the one volumetric-flow-rate unit CADET-Core uses +# consistently everywhere else (e.g. CSTR's FLOWRATE_FILTER) -- inferred by +# consistency, not invented, and noted here rather than silently assumed. PARAMS: dict[str, FieldSpec] = { - "c_feed": FieldSpec("c_feed", "float_list", "Feed concentration", [10.0], transform=parse_float_list), - "c_load": FieldSpec("c_load", "float_list", "Load concentration", [50.0], transform=parse_float_list), - "c_salt_low": FieldSpec("c_salt_low", "float_list", "Low-salt buffer", [50.0], transform=parse_float_list), - "c_salt_high": FieldSpec("c_salt_high", "float_list", "High-salt buffer", [500.0], transform=parse_float_list), - "flow_rate": FieldSpec("flow_rate", "float", "Flow rate", 1.0e-6, validate=require_positive), - "feed_duration": FieldSpec("feed_duration", "float", "Feed duration", 60.0, validate=require_positive), - "load_duration": FieldSpec("load_duration", "float", "Load duration", 60.0, validate=require_positive), - "cycle_time": FieldSpec("cycle_time", "float", "Cycle time", 6000.0, validate=require_positive), - "wash_duration": FieldSpec("wash_duration", "float", "Wash duration", 10.0, validate=require_positive), - "gradient_duration": FieldSpec("gradient_duration", "float", "Gradient duration", 10.0, validate=require_positive), - "final_wash_duration": FieldSpec("final_wash_duration", "float", "Final wash duration", 10.0), - "c_eluent": FieldSpec("c_eluent", "float", "Eluent (scalar)", 0.0), + "c_feed": FieldSpec( + "c_feed", "float_list", "Feed concentration", [10.0], + transform=parse_float_list, units="mol/m^3_IV", + ), + "c_load": FieldSpec( + "c_load", "float_list", "Load concentration", [50.0], + transform=parse_float_list, units="mol/m^3_IV", + ), + "c_salt_low": FieldSpec( + "c_salt_low", "float_list", "Low-salt buffer", [50.0], + transform=parse_float_list, units="mol/m^3_IV", + ), + "c_salt_high": FieldSpec( + "c_salt_high", "float_list", "High-salt buffer", [500.0], + transform=parse_float_list, units="mol/m^3_IV", + ), + "flow_rate": FieldSpec( + "flow_rate", "float", "Flow rate", 1.0e-6, + validate=require_positive, units="m^3/s", + ), + "feed_duration": FieldSpec( + "feed_duration", "float", "Feed duration", 60.0, + validate=require_positive, units="s", + ), + "load_duration": FieldSpec( + "load_duration", "float", "Load duration", 60.0, + validate=require_positive, units="s", + ), + "cycle_time": FieldSpec( + "cycle_time", "float", "Cycle time", 6000.0, + validate=require_positive, units="s", + ), + "wash_duration": FieldSpec( + "wash_duration", "float", "Wash duration", 10.0, + validate=require_positive, units="s", + ), + "gradient_duration": FieldSpec( + "gradient_duration", "float", "Gradient duration", 10.0, + validate=require_positive, units="s", + ), + "final_wash_duration": FieldSpec( + "final_wash_duration", "float", "Final wash duration", 10.0, units="s", + ), + "c_eluent": FieldSpec( + "c_eluent", "float", "Eluent (scalar)", 0.0, units="mol/m^3_IV", + ), } From c0d90440f6abefd956c81e0261c8084d3610787f Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Mon, 7 Sep 2026 17:28:35 +0200 Subject: [PATCH 039/158] Test units --- tests/test_elements.py | 5 +++++ tests/test_forms.py | 9 +++++++++ 2 files changed, 14 insertions(+) diff --git a/tests/test_elements.py b/tests/test_elements.py index a7f14f7..462084d 100644 --- a/tests/test_elements.py +++ b/tests/test_elements.py @@ -53,6 +53,11 @@ def test_floatfield_is_element(): assert isinstance(FloatField(), Element) +def test_floatfield_units_default_to_empty_and_can_be_set(): + assert FloatField().units == "" + assert FloatField(units="m").units == "m" + + def test_floatfield_ships_esm_and_css(): f = FloatField() assert "function render" in f._esm diff --git a/tests/test_forms.py b/tests/test_forms.py index 7c93618..7693ab1 100644 --- a/tests/test_forms.py +++ b/tests/test_forms.py @@ -32,6 +32,15 @@ def test_element_for_field_maps_kind_to_element_type(): assert isinstance(element_for_field(field), FloatListField) +def test_element_for_field_passes_units_through_to_the_element(): + field = FieldSpec("length", "float", "Length", default=0.5, units="m") + element = element_for_field(field) + assert element.units == "m" + + unitless = element_for_field(FieldSpec("rate", "float", default=1.0)) + assert unitless.units == "" + + def test_form_renders_one_element_per_field_with_defaults(): form = FormRenderer(make_spec()) assert set(form._elements) == {"rate", "name", "active", "levels"} From 4ab67464de95f420785a28c2730c474b3c9d9025 Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Mon, 7 Sep 2026 17:30:17 +0200 Subject: [PATCH 040/158] [WIP] Switch to configurable tooltips, some are still broken --- cadetgui/widgets/chrome.css | 9 +++ cadetgui/widgets/elements/_shared.css | 2 +- cadetgui/widgets/elements/bool_field.js | 57 ++++++++++++++++++- cadetgui/widgets/elements/float_field.js | 57 ++++++++++++++++++- cadetgui/widgets/elements/float_list_field.js | 57 ++++++++++++++++++- cadetgui/widgets/elements/text_field.js | 57 ++++++++++++++++++- 6 files changed, 234 insertions(+), 5 deletions(-) diff --git a/cadetgui/widgets/chrome.css b/cadetgui/widgets/chrome.css index 5f3ffd2..9036b1a 100644 --- a/cadetgui/widgets/chrome.css +++ b/cadetgui/widgets/chrome.css @@ -57,6 +57,15 @@ background: color-mix(in srgb, var(--cg-border) 6%, transparent); } +.cadetgui-section.cadetgui-settings-box { + gap: 4px; + background: color-mix(in srgb, var(--cg-fg) 12%, var(--cg-bg)); +} + +.cadetgui-settings-box .cadetgui-section-title { + margin-bottom: 4px; +} + .cadetgui-status { font-size: 12.5px; color: var(--cg-muted); diff --git a/cadetgui/widgets/elements/_shared.css b/cadetgui/widgets/elements/_shared.css index b0b30be..92a239c 100644 --- a/cadetgui/widgets/elements/_shared.css +++ b/cadetgui/widgets/elements/_shared.css @@ -51,7 +51,7 @@ line-height: 0; } -.cadetgui-field-unit sub[title] { +.cadetgui-field-unit sub[data-tooltip] { cursor: help; text-decoration: underline dotted; text-underline-offset: 2px; diff --git a/cadetgui/widgets/elements/bool_field.js b/cadetgui/widgets/elements/bool_field.js index 57d3101..e8d7007 100644 --- a/cadetgui/widgets/elements/bool_field.js +++ b/cadetgui/widgets/elements/bool_field.js @@ -4,6 +4,56 @@ const UNIT_GLOSSARY = { IV: "interstitial volume", }; +// Body-appended, position:fixed tooltip: Jupyter output-area containers +// clip overflow, so a ::after on the gets cut off near boundaries. +// Colors are hardcoded (not var(--cg-*)) since this lives outside any +// .cadetgui-field-scoped stylesheet. +function tooltipColors() { + const dark = window.matchMedia && window.matchMedia("(prefers-color-scheme: dark)").matches; + return dark ? { bg: "#9ca3af", fg: "#1f2937" } : { bg: "#6b7280", fg: "#ffffff" }; +} + +function getTooltipEl() { + let tip = document.getElementById("cadetgui-tooltip"); + if (tip) return tip; + tip = document.createElement("div"); + tip.id = "cadetgui-tooltip"; + Object.assign(tip.style, { + position: "fixed", + padding: "6px 12px", + borderRadius: "2px", + fontFamily: "system-ui, -apple-system, sans-serif", + fontSize: "15px", + fontStyle: "normal", + lineHeight: "1.4", + whiteSpace: "nowrap", + pointerEvents: "none", + opacity: "0", + transition: "opacity 0.1s ease 80ms", + zIndex: "999999", + }); + document.body.appendChild(tip); + return tip; +} + +function showTooltip(anchorEl, text) { + const tip = getTooltipEl(); + const { bg, fg } = tooltipColors(); + tip.style.background = bg; + tip.style.color = fg; + tip.textContent = text; + const r = anchorEl.getBoundingClientRect(); + tip.style.left = `${r.left + r.width / 2}px`; + tip.style.top = `${r.bottom + 10}px`; + tip.style.transform = "translateX(-50%)"; + requestAnimationFrame(() => { tip.style.opacity = "1"; }); +} + +function hideTooltip() { + const tip = document.getElementById("cadetgui-tooltip"); + if (tip) tip.style.opacity = "0"; +} + function renderUnit(container, raw) { container.replaceChildren(); if (!raw) return; @@ -19,7 +69,12 @@ function renderUnit(container, raw) { } else if (m[2] !== undefined) { const sub = document.createElement("sub"); sub.textContent = m[2]; - if (UNIT_GLOSSARY[m[2]]) sub.title = UNIT_GLOSSARY[m[2]]; + const gloss = UNIT_GLOSSARY[m[2]]; + if (gloss) { + sub.dataset.tooltip = gloss; + sub.addEventListener("mouseenter", () => showTooltip(sub, gloss)); + sub.addEventListener("mouseleave", hideTooltip); + } container.appendChild(sub); } else { container.append("·"); diff --git a/cadetgui/widgets/elements/float_field.js b/cadetgui/widgets/elements/float_field.js index e8c235c..6416b96 100644 --- a/cadetgui/widgets/elements/float_field.js +++ b/cadetgui/widgets/elements/float_field.js @@ -4,6 +4,56 @@ const UNIT_GLOSSARY = { IV: "interstitial volume", }; +// Body-appended, position:fixed tooltip: Jupyter output-area containers +// clip overflow, so a ::after on the gets cut off near boundaries. +// Colors are hardcoded (not var(--cg-*)) since this lives outside any +// .cadetgui-field-scoped stylesheet. +function tooltipColors() { + const dark = window.matchMedia && window.matchMedia("(prefers-color-scheme: dark)").matches; + return dark ? { bg: "#9ca3af", fg: "#1f2937" } : { bg: "#6b7280", fg: "#ffffff" }; +} + +function getTooltipEl() { + let tip = document.getElementById("cadetgui-tooltip"); + if (tip) return tip; + tip = document.createElement("div"); + tip.id = "cadetgui-tooltip"; + Object.assign(tip.style, { + position: "fixed", + padding: "6px 12px", + borderRadius: "2px", + fontFamily: "system-ui, -apple-system, sans-serif", + fontSize: "15px", + fontStyle: "normal", + lineHeight: "1.4", + whiteSpace: "nowrap", + pointerEvents: "none", + opacity: "0", + transition: "opacity 0.1s ease 80ms", + zIndex: "999999", + }); + document.body.appendChild(tip); + return tip; +} + +function showTooltip(anchorEl, text) { + const tip = getTooltipEl(); + const { bg, fg } = tooltipColors(); + tip.style.background = bg; + tip.style.color = fg; + tip.textContent = text; + const r = anchorEl.getBoundingClientRect(); + tip.style.left = `${r.left + r.width / 2}px`; + tip.style.top = `${r.bottom + 10}px`; + tip.style.transform = "translateX(-50%)"; + requestAnimationFrame(() => { tip.style.opacity = "1"; }); +} + +function hideTooltip() { + const tip = document.getElementById("cadetgui-tooltip"); + if (tip) tip.style.opacity = "0"; +} + function renderUnit(container, raw) { container.replaceChildren(); if (!raw) return; @@ -19,7 +69,12 @@ function renderUnit(container, raw) { } else if (m[2] !== undefined) { const sub = document.createElement("sub"); sub.textContent = m[2]; - if (UNIT_GLOSSARY[m[2]]) sub.title = UNIT_GLOSSARY[m[2]]; + const gloss = UNIT_GLOSSARY[m[2]]; + if (gloss) { + sub.dataset.tooltip = gloss; + sub.addEventListener("mouseenter", () => showTooltip(sub, gloss)); + sub.addEventListener("mouseleave", hideTooltip); + } container.appendChild(sub); } else { container.append("·"); diff --git a/cadetgui/widgets/elements/float_list_field.js b/cadetgui/widgets/elements/float_list_field.js index 07e761e..5177e85 100644 --- a/cadetgui/widgets/elements/float_list_field.js +++ b/cadetgui/widgets/elements/float_list_field.js @@ -4,6 +4,56 @@ const UNIT_GLOSSARY = { IV: "interstitial volume", }; +// Body-appended, position:fixed tooltip: Jupyter output-area containers +// clip overflow, so a ::after on the gets cut off near boundaries. +// Colors are hardcoded (not var(--cg-*)) since this lives outside any +// .cadetgui-field-scoped stylesheet. +function tooltipColors() { + const dark = window.matchMedia && window.matchMedia("(prefers-color-scheme: dark)").matches; + return dark ? { bg: "#9ca3af", fg: "#1f2937" } : { bg: "#6b7280", fg: "#ffffff" }; +} + +function getTooltipEl() { + let tip = document.getElementById("cadetgui-tooltip"); + if (tip) return tip; + tip = document.createElement("div"); + tip.id = "cadetgui-tooltip"; + Object.assign(tip.style, { + position: "fixed", + padding: "6px 12px", + borderRadius: "2px", + fontFamily: "system-ui, -apple-system, sans-serif", + fontSize: "15px", + fontStyle: "normal", + lineHeight: "1.4", + whiteSpace: "nowrap", + pointerEvents: "none", + opacity: "0", + transition: "opacity 0.1s ease 80ms", + zIndex: "999999", + }); + document.body.appendChild(tip); + return tip; +} + +function showTooltip(anchorEl, text) { + const tip = getTooltipEl(); + const { bg, fg } = tooltipColors(); + tip.style.background = bg; + tip.style.color = fg; + tip.textContent = text; + const r = anchorEl.getBoundingClientRect(); + tip.style.left = `${r.left + r.width / 2}px`; + tip.style.top = `${r.bottom + 10}px`; + tip.style.transform = "translateX(-50%)"; + requestAnimationFrame(() => { tip.style.opacity = "1"; }); +} + +function hideTooltip() { + const tip = document.getElementById("cadetgui-tooltip"); + if (tip) tip.style.opacity = "0"; +} + function renderUnit(container, raw) { container.replaceChildren(); if (!raw) return; @@ -19,7 +69,12 @@ function renderUnit(container, raw) { } else if (m[2] !== undefined) { const sub = document.createElement("sub"); sub.textContent = m[2]; - if (UNIT_GLOSSARY[m[2]]) sub.title = UNIT_GLOSSARY[m[2]]; + const gloss = UNIT_GLOSSARY[m[2]]; + if (gloss) { + sub.dataset.tooltip = gloss; + sub.addEventListener("mouseenter", () => showTooltip(sub, gloss)); + sub.addEventListener("mouseleave", hideTooltip); + } container.appendChild(sub); } else { container.append("·"); diff --git a/cadetgui/widgets/elements/text_field.js b/cadetgui/widgets/elements/text_field.js index fda3692..db2125c 100644 --- a/cadetgui/widgets/elements/text_field.js +++ b/cadetgui/widgets/elements/text_field.js @@ -4,6 +4,56 @@ const UNIT_GLOSSARY = { IV: "interstitial volume", }; +// Body-appended, position:fixed tooltip: Jupyter output-area containers +// clip overflow, so a ::after on the gets cut off near boundaries. +// Colors are hardcoded (not var(--cg-*)) since this lives outside any +// .cadetgui-field-scoped stylesheet. +function tooltipColors() { + const dark = window.matchMedia && window.matchMedia("(prefers-color-scheme: dark)").matches; + return dark ? { bg: "#9ca3af", fg: "#1f2937" } : { bg: "#6b7280", fg: "#ffffff" }; +} + +function getTooltipEl() { + let tip = document.getElementById("cadetgui-tooltip"); + if (tip) return tip; + tip = document.createElement("div"); + tip.id = "cadetgui-tooltip"; + Object.assign(tip.style, { + position: "fixed", + padding: "6px 12px", + borderRadius: "2px", + fontFamily: "system-ui, -apple-system, sans-serif", + fontSize: "15px", + fontStyle: "normal", + lineHeight: "1.4", + whiteSpace: "nowrap", + pointerEvents: "none", + opacity: "0", + transition: "opacity 0.1s ease 80ms", + zIndex: "999999", + }); + document.body.appendChild(tip); + return tip; +} + +function showTooltip(anchorEl, text) { + const tip = getTooltipEl(); + const { bg, fg } = tooltipColors(); + tip.style.background = bg; + tip.style.color = fg; + tip.textContent = text; + const r = anchorEl.getBoundingClientRect(); + tip.style.left = `${r.left + r.width / 2}px`; + tip.style.top = `${r.bottom + 10}px`; + tip.style.transform = "translateX(-50%)"; + requestAnimationFrame(() => { tip.style.opacity = "1"; }); +} + +function hideTooltip() { + const tip = document.getElementById("cadetgui-tooltip"); + if (tip) tip.style.opacity = "0"; +} + function renderUnit(container, raw) { container.replaceChildren(); if (!raw) return; @@ -19,7 +69,12 @@ function renderUnit(container, raw) { } else if (m[2] !== undefined) { const sub = document.createElement("sub"); sub.textContent = m[2]; - if (UNIT_GLOSSARY[m[2]]) sub.title = UNIT_GLOSSARY[m[2]]; + const gloss = UNIT_GLOSSARY[m[2]]; + if (gloss) { + sub.dataset.tooltip = gloss; + sub.addEventListener("mouseenter", () => showTooltip(sub, gloss)); + sub.addEventListener("mouseleave", hideTooltip); + } container.appendChild(sub); } else { container.append("·"); From 461f8723c7adec4b5620ff77ff31e3f4e8decc78 Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Mon, 7 Sep 2026 17:30:32 +0200 Subject: [PATCH 041/158] Rearrange sections --- cadetgui/widgets/chrome.css | 6 +++ cadetgui/widgets/composite/configuration.py | 43 ++++++++++++++++----- 2 files changed, 40 insertions(+), 9 deletions(-) diff --git a/cadetgui/widgets/chrome.css b/cadetgui/widgets/chrome.css index 9036b1a..bab209f 100644 --- a/cadetgui/widgets/chrome.css +++ b/cadetgui/widgets/chrome.css @@ -47,6 +47,12 @@ align-items: center !important; } +.cadetgui-section-title { + font-size: 13px; + font-weight: 600; + color: var(--cg-muted); +} + .cadetgui-section { display: flex; flex-direction: column; diff --git a/cadetgui/widgets/composite/configuration.py b/cadetgui/widgets/composite/configuration.py index 38f8c99..1860f47 100644 --- a/cadetgui/widgets/composite/configuration.py +++ b/cadetgui/widgets/composite/configuration.py @@ -69,24 +69,49 @@ def __init__( self._script_out = W.Textarea(layout=W.Layout(width="100%", height="220px", display="none")) self._script_out.add_class("cadetgui-script") - components_section = W.VBox([self._components]) + components_section = W.VBox( + [ + W.HTML("
Component System
"), + self._components, + ] + ) components_section.add_class("cadetgui-section") - toolbar = W.HBox( - [self._column_picker, self._binding_picker, self._model_picker], - layout=W.Layout(flex_flow="row wrap"), + column_section = W.VBox( + [ + W.HTML("
Column Model
"), + self._column_picker, + self._column_form_box, + ] ) - toolbar.add_class("cadetgui-toolbar") + column_section.add_class("cadetgui-section") + + binding_section = W.VBox( + [ + W.HTML("
Binding Model
"), + self._binding_picker, + self._binding_form_box, + ] + ) + binding_section.add_class("cadetgui-section") + + process_section = W.VBox( + [ + W.HTML("
Process
"), + self._model_picker, + self._model_form_box, + ] + ) + process_section.add_class("cadetgui-section") self.root = W.VBox( [ W.HTML(style_tag()), W.HTML("
Configuration
"), components_section, - toolbar, - self._column_form_box, - self._binding_form_box, - self._model_form_box, + column_section, + binding_section, + process_section, self._btn_export, self._script_out, self.status, From ee01b5ede1b3c495142857ba27b625304653503f Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Mon, 7 Sep 2026 18:07:06 +0200 Subject: [PATCH 042/158] Add Multiplexing and Multi Component Config Options for Binding --- cadetgui/cadetprocessadapter.py | 126 ++++++++++++------ cadetgui/widgets/composite/configuration.py | 63 ++++++++- cadetgui/widgets/elements/_shared.css | 10 ++ cadetgui/widgets/elements/float_list_field.js | 44 ++++-- cadetgui/widgets/elements/float_list_field.py | 26 +++- cadetgui/widgets/forms/renderer.py | 6 +- tests/test_configuration.py | 82 ++++++++++++ tests/test_elements.py | 21 +++ tests/test_forms.py | 9 ++ 9 files changed, 334 insertions(+), 53 deletions(-) diff --git a/cadetgui/cadetprocessadapter.py b/cadetgui/cadetprocessadapter.py index 39ca717..c02d0d6 100644 --- a/cadetgui/cadetprocessadapter.py +++ b/cadetgui/cadetprocessadapter.py @@ -35,6 +35,7 @@ class FieldSpec: min: float | None = None max: float | None = None units: str | None = None + component_names: tuple[str, ...] | None = None def require_positive(x: Any) -> None: @@ -61,23 +62,12 @@ def parse_float_list(v: Any) -> list[float]: # system.rst), but is the one volumetric-flow-rate unit CADET-Core uses # consistently everywhere else (e.g. CSTR's FLOWRATE_FILTER) -- inferred by # consistency, not invented, and noted here rather than silently assumed. +# +# Concentration fields (c_feed, c_load, c_salt_low, c_salt_high, c_eluent) are +# NOT in this dict -- they're genuinely per-component (`Inlet.c`), so they're +# built fresh per model-spec call by `_concentration_field()`, sized/named +# from the actual column's ComponentSystem, same as column/binding parameters. PARAMS: dict[str, FieldSpec] = { - "c_feed": FieldSpec( - "c_feed", "float_list", "Feed concentration", [10.0], - transform=parse_float_list, units="mol/m^3_IV", - ), - "c_load": FieldSpec( - "c_load", "float_list", "Load concentration", [50.0], - transform=parse_float_list, units="mol/m^3_IV", - ), - "c_salt_low": FieldSpec( - "c_salt_low", "float_list", "Low-salt buffer", [50.0], - transform=parse_float_list, units="mol/m^3_IV", - ), - "c_salt_high": FieldSpec( - "c_salt_high", "float_list", "High-salt buffer", [500.0], - transform=parse_float_list, units="mol/m^3_IV", - ), "flow_rate": FieldSpec( "flow_rate", "float", "Flow rate", 1.0e-6, validate=require_positive, units="m^3/s", @@ -105,9 +95,6 @@ def parse_float_list(v: Any) -> list[float]: "final_wash_duration": FieldSpec( "final_wash_duration", "float", "Final wash duration", 10.0, units="s", ), - "c_eluent": FieldSpec( - "c_eluent", "float", "Eluent (scalar)", 0.0, units="mol/m^3_IV", - ), } @@ -122,6 +109,18 @@ def _pick(keys: Sequence[str]) -> list[FieldSpec]: return [PARAMS[k] for k in keys] +def _concentration_field( + name: str, label: str, default_scalar: float, column: ChromatographicColumnBase +) -> FieldSpec: + """Per-component concentration field, sized/named from the column's ComponentSystem.""" + names = tuple(column.component_system.names) + n_comp = len(names) or 1 + return FieldSpec( + name, "float_list", label, [default_scalar] * n_comp, + transform=parse_float_list, units="mol/m^3_IV", component_names=names, + ) + + def batch_elution_spec(column: ChromatographicColumnBase) -> ModelSpec: def _build(v: Mapping[str, Any]) -> Any: return BatchElution( @@ -130,14 +129,15 @@ def _build(v: Mapping[str, Any]) -> Any: flow_rate=float(v["flow_rate"]), feed_duration=float(v["feed_duration"]), cycle_time=float(v["cycle_time"]), - c_eluent=float(v["c_eluent"]), + c_eluent=v["c_eluent"], ) - return ModelSpec( - title="Batch Elution", - fields=_pick(["c_feed", "flow_rate", "feed_duration", "cycle_time", "c_eluent"]), - build=_build, - ) + fields = [ + _concentration_field("c_feed", "Feed concentration", 10.0, column), + *_pick(["flow_rate", "feed_duration", "cycle_time"]), + _concentration_field("c_eluent", "Eluent concentration", 0.0, column), + ] + return ModelSpec(title="Batch Elution", fields=fields, build=_build) def lwe_spec(column: ChromatographicColumnBase) -> ModelSpec: @@ -154,15 +154,16 @@ def _build(v: Mapping[str, Any]) -> Any: final_wash_duration=float(v["final_wash_duration"]), ) - return ModelSpec( - title="Load–Wash–Elute (LWE)", - fields=_pick([ - "c_load", "c_salt_low", "c_salt_high", - "flow_rate", "load_duration", "wash_duration", - "gradient_duration", "final_wash_duration", + fields = [ + _concentration_field("c_load", "Load concentration", 50.0, column), + _concentration_field("c_salt_low", "Low-salt buffer", 50.0, column), + _concentration_field("c_salt_high", "High-salt buffer", 500.0, column), + *_pick([ + "flow_rate", "load_duration", "wash_duration", "gradient_duration", + "final_wash_duration", ]), - build=_build, - ) + ] + return ModelSpec(title="Load–Wash–Elute (LWE)", fields=fields, build=_build) # CLR, Flip-Flop, and MRSSR specs were removed for now (see ai-docs/REQUIREMENTS.md @@ -277,6 +278,20 @@ def _seed_default(category: str, model_name: str, name: str) -> float: return _GUI_SEED_DEFAULTS.get((category, None, name), 0.0) +# Column parameters CADET-Process treats as genuinely per-component +# (`SizedUnsignedList(size="n_comp")`, confirmed in ai-docs/ARCHITECTURE.md's +# "Parameter metadata schema" notes) but that most users want to enter as one +# shared value most of the time -- unlike binding-model parameters (rates, +# capacities, ...), which are per-component almost always by physical +# necessity. `ConfigurationWidget`'s multiplex toggle (gear icon on the +# Column Model section) offers these three as opt-in per-component editors; +# everywhere else they default to a single scalar that CADET-Process itself +# broadcasts to every component (confirmed: `col.axial_dispersion = 1e-8` -> +# `[1e-8, 1e-8, 1e-8]` for a 3-component system) -- not a GUI approximation, +# the real CADET-Process setter behavior. +MULTIPLEXABLE_COLUMN_PARAMS = frozenset({"axial_dispersion", "film_diffusion", "pore_diffusion"}) + + def _category_and_model(obj: Any) -> tuple[Optional[str], str]: model_name = type(obj).__name__ if isinstance(obj, BindingBaseClass): @@ -286,7 +301,14 @@ def _category_and_model(obj: Any) -> tuple[Optional[str], str]: return None, model_name -def _resolve_param(obj: Any, category: Optional[str], model_name: str, name: str): +def _resolve_param( + obj: Any, + category: Optional[str], + model_name: str, + name: str, + *, + multiplex: Optional[Dict[str, bool]] = None, +): """Resolve one parameter's kind/bounds/units/default. Ground truth (kind, bounds, units, whether it's per-component) comes from @@ -298,6 +320,10 @@ def _resolve_param(obj: Any, category: Optional[str], model_name: str, name: str purely from the object's current value when the schema doesn't (yet) know this category/model/parameter, so an unregistered model still renders something instead of raising. + + `multiplex` overrides `component_dependent` for names in + `MULTIPLEXABLE_COLUMN_PARAMS` -- everywhere else the schema's own flag + (ground truth, not a GUI choice) decides. """ meta = None if category is not None: @@ -314,9 +340,19 @@ def _resolve_param(obj: Any, category: Optional[str], model_name: str, name: str return current, kind, transform, {}, None dtype = meta["dtype"] - kind = "float_list" if (dtype == "float" and meta["component_dependent"]) else dtype - - if current is not None: + component_dependent = meta["component_dependent"] + if multiplex is not None and name in MULTIPLEXABLE_COLUMN_PARAMS: + component_dependent = bool(multiplex.get(name, False)) + kind = "float_list" if (dtype == "float" and component_dependent) else dtype + + if current is not None and isinstance(current, (list, tuple)) and kind == "float": + # CADET-Process always stores these as a per-component list internally, + # even when it was set via scalar broadcast -- if multiplex was just + # toggled off, `current` is still that list. "multiplex off" means + # "one value for every component," so the first entry is the + # representative scalar (matches how it would've been entered). + default = current[0] if len(current) else _seed_default(category, model_name, name) + elif current is not None: default = current elif kind == "float_list": n_comp = getattr(obj, "n_comp", None) or 1 @@ -338,26 +374,38 @@ def _coerce_to_kind(kind: str, val): return float(val) -def build_parameter_config_spec(obj: Any) -> ModelSpec: +def build_parameter_config_spec( + obj: Any, *, multiplex: Optional[Dict[str, bool]] = None +) -> ModelSpec: """Build a ModelSpec from any object exposing `required_parameters`. Generic over what `obj` is — a column, a binding model, anything with the CADET-Process `required_parameters` convention — so the same function drives both the column form and the binding-model form. + + `multiplex`: see `MULTIPLEXABLE_COLUMN_PARAMS` — only meaningful for the + column category's `axial_dispersion`/`film_diffusion`/`pore_diffusion`; + ignored (and unnecessary) for everything else, which always renders + per-component when the schema says it's component-dependent. """ req = getattr(obj, "required_parameters", None) or [] names = _unique_preserve_order(list(req)) category, model_name = _category_and_model(obj) + component_names = tuple(obj.component_system.names) if hasattr(obj, "component_system") else () fields: list[FieldSpec] = [] kinds: dict[str, str] = {} for name in names: - default, kind, transform, bounds, units = _resolve_param(obj, category, model_name, name) + default, kind, transform, bounds, units = _resolve_param( + obj, category, model_name, name, multiplex=multiplex + ) kinds[name] = kind label = name.replace("_", " ").capitalize() fs_kwargs = dict(name=name, kind=kind, label=label, default=default, transform=transform, **bounds) if units is not None: fs_kwargs["units"] = units + if kind == "float_list" and component_names: + fs_kwargs["component_names"] = component_names fields.append(FieldSpec(**fs_kwargs)) def _apply(values: Mapping[str, Any]) -> Any: diff --git a/cadetgui/widgets/composite/configuration.py b/cadetgui/widgets/composite/configuration.py index 1860f47..3b82aa0 100644 --- a/cadetgui/widgets/composite/configuration.py +++ b/cadetgui/widgets/composite/configuration.py @@ -12,6 +12,7 @@ DEFAULT_BINDING_FACTORIES, DEFAULT_COLUMN_FACTORIES, MODEL_REGISTRY, + MULTIPLEXABLE_COLUMN_PARAMS, build_parameter_config_spec, ) from .._chrome import style_tag @@ -48,6 +49,33 @@ def __init__( self._binding_form: Optional[FormRenderer] = None self._model_form: Optional[FormRenderer] = None + self._multiplex_state: Dict[str, bool] = dict.fromkeys(MULTIPLEXABLE_COLUMN_PARAMS, False) + self._multiplex_checkboxes: Dict[str, W.Checkbox] = { + name: W.Checkbox( + description=f"Enable {name.replace('_', ' ').title()} Multiplex", + value=False, + indent=False, + ) + for name in MULTIPLEXABLE_COLUMN_PARAMS + } + for name, checkbox in self._multiplex_checkboxes.items(): + checkbox.observe(self._make_on_multiplex_change(name), names="value") + + self._btn_settings = W.Button( + icon="cog", tooltip="Column discretization settings", + layout=W.Layout(width="36px"), + ) + self._btn_settings.on_click(self._on_toggle_settings) + self._settings_box = W.VBox( + [ + W.HTML("
Settings
"), + *self._multiplex_checkboxes.values(), + ], + layout=W.Layout(display="none"), + ) + self._settings_box.add_class("cadetgui-section") + self._settings_box.add_class("cadetgui-settings-box") + self._components = ComponentListField(label="Components:") self._column_picker = ChoiceField( label="Column Model:", options=list(self._columns.items()) @@ -77,9 +105,17 @@ def __init__( ) components_section.add_class("cadetgui-section") - column_section = W.VBox( + column_header = W.HBox( [ W.HTML("
Column Model
"), + self._btn_settings, + ], + layout=W.Layout(justify_content="space-between", align_items="center"), + ) + column_section = W.VBox( + [ + column_header, + self._settings_box, self._column_picker, self._column_form_box, ] @@ -172,6 +208,19 @@ def _on_selection_change(self, change: dict) -> None: return self._rebuild_forms() + def _on_toggle_settings(self, _btn: Any) -> None: + shown = self._settings_box.layout.display != "none" + self._settings_box.layout.display = "none" if shown else "" + + def _make_on_multiplex_change(self, name: str) -> Callable[[dict], None]: + def _on_change(change: dict) -> None: + if change.get("name") != "value": + return + self._multiplex_state[name] = bool(change["new"]) + self._rebuild_forms() + + return _on_change + def _on_process_built(self, built: Any) -> None: self.process = built self._notify() @@ -187,7 +236,17 @@ def _rebuild_forms(self) -> None: self._model_form_box.children = () return - self._column_form = FormRenderer(build_parameter_config_spec(column)) + column_params = set(getattr(column, "required_parameters", None) or []) + applicable = column_params & MULTIPLEXABLE_COLUMN_PARAMS + for name, checkbox in self._multiplex_checkboxes.items(): + checkbox.layout.display = "" if name in applicable else "none" + self._btn_settings.layout.display = "" if applicable else "none" + if not applicable: + self._settings_box.layout.display = "none" + + self._column_form = FormRenderer( + build_parameter_config_spec(column, multiplex=self._multiplex_state) + ) self._column_form_box.children = (self._column_form.root,) def _attach_binding(built: Any, col: Any = column) -> None: diff --git a/cadetgui/widgets/elements/_shared.css b/cadetgui/widgets/elements/_shared.css index 92a239c..228e7d8 100644 --- a/cadetgui/widgets/elements/_shared.css +++ b/cadetgui/widgets/elements/_shared.css @@ -155,6 +155,16 @@ width: fit-content; } +.cadetgui-field-list-add[hidden] { + display: none; +} + +.cadetgui-field-component-name { + color: var(--cg-muted); + font-family: system-ui, -apple-system, sans-serif; + font-size: 12px; +} + .cadetgui-field-list-controls { display: flex; align-items: center; diff --git a/cadetgui/widgets/elements/float_list_field.js b/cadetgui/widgets/elements/float_list_field.js index 5177e85..6fb4071 100644 --- a/cadetgui/widgets/elements/float_list_field.js +++ b/cadetgui/widgets/elements/float_list_field.js @@ -105,6 +105,10 @@ function render({ model, el }) { const rows = document.createElement("div"); body.appendChild(rows); + function isPinned() { + return (model.get("component_names") || []).length > 0; + } + function currentValues() { return Array.from(rows.querySelectorAll("input")).map((i) => parseFloat(i.value) || 0); } @@ -114,7 +118,7 @@ function render({ model, el }) { model.save_changes(); } - function addRow(value) { + function addRow(value, componentName) { const row = document.createElement("div"); row.className = "cadetgui-field-list-row"; @@ -125,14 +129,16 @@ function render({ model, el }) { input.addEventListener("change", commit); row.appendChild(input); - const rm = document.createElement("button"); - rm.type = "button"; - rm.textContent = "−"; - rm.addEventListener("click", () => { - row.remove(); - commit(); - }); - row.appendChild(rm); + if (!isPinned()) { + const rm = document.createElement("button"); + rm.type = "button"; + rm.textContent = "−"; + rm.addEventListener("click", () => { + row.remove(); + commit(); + }); + row.appendChild(rm); + } const unitEl = document.createElement("span"); unitEl.className = "cadetgui-field-unit"; @@ -140,11 +146,25 @@ function render({ model, el }) { unitEl.hidden = !model.get("units"); row.appendChild(unitEl); + const names = model.get("component_names") || []; + if (componentName !== undefined && names.length > 1) { + const nameEl = document.createElement("span"); + nameEl.className = "cadetgui-field-component-name"; + nameEl.textContent = `[${componentName}]`; + row.appendChild(nameEl); + } + rows.appendChild(row); } function syncFromModel() { rows.innerHTML = ""; + const names = model.get("component_names") || []; + if (names.length > 0) { + const values = model.get("value") || []; + names.forEach((name, i) => addRow(values[i] ?? 0, name)); + return; + } const values = model.get("value") || []; (values.length ? values : [0]).forEach((v) => addRow(v)); } @@ -160,6 +180,10 @@ function render({ model, el }) { body.appendChild(addBtn); wrap.appendChild(body); + const syncPinned = () => { + addBtn.hidden = isPinned(); + }; + const syncUnits = () => { const units = model.get("units"); rows.querySelectorAll(".cadetgui-field-unit").forEach((unitEl) => { @@ -177,10 +201,12 @@ function render({ model, el }) { }; wrap.appendChild(err); + syncPinned(); syncFromModel(); syncError(); model.on("change:value", syncFromModel); + model.on("change:component_names", () => { syncPinned(); syncFromModel(); }); model.on("change:error", syncError); model.on("change:label", () => { labelEl.textContent = model.get("label"); }); model.on("change:units", syncUnits); diff --git a/cadetgui/widgets/elements/float_list_field.py b/cadetgui/widgets/elements/float_list_field.py index 4b0f851..1b6e9d0 100644 --- a/cadetgui/widgets/elements/float_list_field.py +++ b/cadetgui/widgets/elements/float_list_field.py @@ -16,9 +16,22 @@ class FloatListField(Element): - """Editable list of floats with add/remove rows.""" + """List of floats. + + Two modes: + + - **Pinned** (`component_names` given, non-empty): exactly one row per + name, no add/remove -- the row count is controlled externally (by the + component system), not by the user. Each row is labeled with its + component's name once there's more than one (a single component has + nothing to disambiguate). + - **Free-form** (`component_names` omitted/empty): the original + add/remove row editor, for values with no natural per-component + correspondence. + """ value = T.List(T.Float()).tag(sync=True) + component_names = T.List(T.Unicode()).tag(sync=True) _esm = _DIR / "float_list_field.js" _css = _DIR / "_shared.css" @@ -29,7 +42,16 @@ def __init__( label: str = "", value: Optional[Sequence[float]] = None, units: Optional[str] = None, + component_names: Optional[Sequence[str]] = None, validate: Optional[Validator] = None, ) -> None: + names: List[str] = list(component_names) if component_names else [] values: List[float] = [float(v) for v in value] if value else [0.0] - super().__init__(label=label, value=values, units=units or "", validate=validate) + if names: + # pinned mode: row count must exactly match the component count, + # regardless of what `value` happened to contain. + values = (values + [0.0] * len(names))[: len(names)] + super().__init__( + label=label, value=values, units=units or "", component_names=names, + validate=validate, + ) diff --git a/cadetgui/widgets/forms/renderer.py b/cadetgui/widgets/forms/renderer.py index 763a5d0..c52f153 100644 --- a/cadetgui/widgets/forms/renderer.py +++ b/cadetgui/widgets/forms/renderer.py @@ -35,7 +35,11 @@ def _coerced_default(f: FieldSpec) -> Any: validate=f.validate, ), "float_list": lambda f: FloatListField( - label=f.label or f.name, value=_coerced_default(f), units=f.units, validate=f.validate + label=f.label or f.name, + value=_coerced_default(f), + units=f.units, + component_names=f.component_names, + validate=f.validate, ), "bool": lambda f: BoolField( label=f.label or f.name, value=_coerced_default(f), units=f.units, validate=f.validate diff --git a/tests/test_configuration.py b/tests/test_configuration.py index 973c4b9..ebdbe70 100644 --- a/tests/test_configuration.py +++ b/tests/test_configuration.py @@ -216,6 +216,88 @@ def test_binding_model_scales_to_multiple_named_components(): # this test shows. See ai-docs/REQUIREMENTS.md. +def test_binding_form_fields_get_component_names_matching_component_system(): + cw = ConfigurationWidget() + cw._components.value = ["Salt", "Protein"] + cw._binding_picker.value = cw._binding_registry["Linear"] + + by_name = {f.name: f for f in cw._binding_form.spec.fields} + assert by_name["adsorption_rate"].component_names == ("Salt", "Protein") + assert by_name["desorption_rate"].component_names == ("Salt", "Protein") + + +def test_column_geometry_fields_default_to_scalar_non_multiplexed(): + cw = ConfigurationWidget() + cw._column_picker.value = cw._columns["GRM"] + + by_name = {f.name: f for f in cw._column_form.spec.fields} + assert by_name["axial_dispersion"].kind == "float" + assert by_name["film_diffusion"].kind == "float" + assert by_name["pore_diffusion"].kind == "float" + + +def test_enabling_multiplex_switches_field_to_per_component(): + cw = ConfigurationWidget() + cw._components.value = ["Salt", "Protein"] + cw._column_picker.value = cw._columns["GRM"] + + cw._multiplex_checkboxes["axial_dispersion"].value = True + + by_name = {f.name: f for f in cw._column_form.spec.fields} + assert by_name["axial_dispersion"].kind == "float_list" + assert by_name["axial_dispersion"].component_names == ("Salt", "Protein") + # untouched params stay scalar + assert by_name["film_diffusion"].kind == "float" + + +def test_multiplex_settings_hidden_for_column_without_any_applicable_param(): + cw = ConfigurationWidget() + cw._column_picker.value = cw._columns["CSTR"] + assert cw._btn_settings.layout.display == "none" + + +def test_multiplex_checkbox_visibility_matches_column_capabilities(): + cw = ConfigurationWidget() + cw._column_picker.value = cw._columns["LRM"] # LumpedRateModelWithoutPores: no particles + assert cw._multiplex_checkboxes["axial_dispersion"].layout.display == "" + assert cw._multiplex_checkboxes["film_diffusion"].layout.display == "none" + assert cw._multiplex_checkboxes["pore_diffusion"].layout.display == "none" + + +def test_scalar_column_field_broadcasts_via_cadetprocess_on_apply(): + cw = ConfigurationWidget() + cw._components.value = ["Salt", "Protein", "Impurity"] + cw._column_picker.value = cw._columns["GRM"] + + cw._column_form._on_apply(None) + column = cw._get_column() + assert column.axial_dispersion == [column.axial_dispersion[0]] * 3 + + +def test_multiplexed_column_field_keeps_distinct_per_component_values(): + cw = ConfigurationWidget() + cw._components.value = ["Salt", "Protein"] + cw._column_picker.value = cw._columns["GRM"] + cw._multiplex_checkboxes["axial_dispersion"].value = True + + cw._column_form._elements["axial_dispersion"].value = [1e-8, 2e-8] + cw._column_form._on_apply(None) + + column = cw._get_column() + assert column.axial_dispersion == [1e-8, 2e-8] + + +def test_concentration_fields_are_sized_and_named_from_component_system(): + cw = ConfigurationWidget() + cw._components.value = ["Salt", "Protein", "Impurity"] + cw._model_picker.value = cw._registry["Batch Elution"] + + by_name = {f.name: f for f in cw._model_form.spec.fields} + assert by_name["c_feed"].component_names == ("Salt", "Protein", "Impurity") + assert len(by_name["c_feed"].default) == 3 + assert by_name["c_eluent"].component_names == ("Salt", "Protein", "Impurity") + + def test_export_script_reflects_a_renamed_single_component(): cw = ConfigurationWidget() cw._components.value = ["MyProtein"] # still one component, just renamed diff --git a/tests/test_elements.py b/tests/test_elements.py index 462084d..e819de0 100644 --- a/tests/test_elements.py +++ b/tests/test_elements.py @@ -89,6 +89,27 @@ def test_floatlistfield_defaults_and_set(): assert fl2.value == [4.0] +def test_floatlistfield_free_form_has_no_component_names(): + fl = FloatListField(value=[1.0, 2.0]) + assert fl.component_names == [] + + +def test_floatlistfield_pinned_mode_sizes_value_to_component_count(): + fl = FloatListField(value=[1.0], component_names=["Salt", "Protein", "Impurity"]) + assert fl.component_names == ["Salt", "Protein", "Impurity"] + assert fl.value == [1.0, 0.0, 0.0] + + +def test_floatlistfield_pinned_mode_truncates_longer_value(): + fl = FloatListField(value=[1.0, 2.0, 3.0], component_names=["Salt"]) + assert fl.value == [1.0] + + +def test_floatlistfield_pinned_mode_with_matching_value_is_unchanged(): + fl = FloatListField(value=[1.0, 2.0], component_names=["Salt", "Protein"]) + assert fl.value == [1.0, 2.0] + + def test_choicefield_selects_by_value_and_tracks_index(): col_a, col_b = object(), object() c = ChoiceField(label="Column", options=[("GRM", col_a), ("LRMP", col_b)], value=col_b) diff --git a/tests/test_forms.py b/tests/test_forms.py index 7693ab1..362466a 100644 --- a/tests/test_forms.py +++ b/tests/test_forms.py @@ -41,6 +41,15 @@ def test_element_for_field_passes_units_through_to_the_element(): assert unitless.units == "" +def test_element_for_field_passes_component_names_through_to_float_list(): + field = FieldSpec("rate", "float_list", default=[1.0, 2.0], component_names=("Salt", "Protein")) + element = element_for_field(field) + assert element.component_names == ["Salt", "Protein"] + + unnamed = element_for_field(FieldSpec("rate", "float_list", default=[1.0])) + assert unnamed.component_names == [] + + def test_form_renders_one_element_per_field_with_defaults(): form = FormRenderer(make_spec()) assert set(form._elements) == {"rate", "name", "active", "levels"} From ed44f6335e036341409a7951a0690d29413e5e52 Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Tue, 8 Sep 2026 08:41:02 +0200 Subject: [PATCH 043/158] Remove comments --- cadetgui/cadetprocessadapter.py | 82 ++++++------------- cadetgui/widgets/composite/configuration.py | 15 +--- cadetgui/widgets/elements/bool_field.js | 7 +- cadetgui/widgets/elements/float_field.js | 7 +- cadetgui/widgets/elements/float_list_field.js | 7 +- cadetgui/widgets/elements/text_field.js | 7 +- 6 files changed, 40 insertions(+), 85 deletions(-) diff --git a/cadetgui/cadetprocessadapter.py b/cadetgui/cadetprocessadapter.py index c02d0d6..551ed03 100644 --- a/cadetgui/cadetprocessadapter.py +++ b/cadetgui/cadetprocessadapter.py @@ -55,18 +55,12 @@ def parse_float_list(v: Any) -> list[float]: return vals -# Units sourced from CADET-Core docs (interface/unit_operations/inlet.rst's -# CONST_COEFF for concentrations: mol/m_IV^-3; interface/solver.rst's -# SECTION_TIMES for durations: s). `flow_rate`'s m^3/s isn't documented for -# this exact field (Inlet-to-column connection flow rate isn't itemized in -# system.rst), but is the one volumetric-flow-rate unit CADET-Core uses -# consistently everywhere else (e.g. CSTR's FLOWRATE_FILTER) -- inferred by -# consistency, not invented, and noted here rather than silently assumed. +# Units: mol/m^3_IV (inlet.rst CONST_COEFF), s (solver.rst SECTION_TIMES), +# flow_rate m^3/s by consistency with CADET-Core's other flow-rate fields. # -# Concentration fields (c_feed, c_load, c_salt_low, c_salt_high, c_eluent) are -# NOT in this dict -- they're genuinely per-component (`Inlet.c`), so they're -# built fresh per model-spec call by `_concentration_field()`, sized/named -# from the actual column's ComponentSystem, same as column/binding parameters. +# Concentration fields (c_feed, c_load, c_salt_low, c_salt_high, c_eluent) +# aren't here -- they're per-component (`Inlet.c`), built by +# `_concentration_field()` per model-spec call instead. PARAMS: dict[str, FieldSpec] = { "flow_rate": FieldSpec( "flow_rate", "float", "Flow rate", 1.0e-6, @@ -166,8 +160,7 @@ def _build(v: Mapping[str, Any]) -> Any: return ModelSpec(title="Load–Wash–Elute (LWE)", fields=fields, build=_build) -# CLR, Flip-Flop, and MRSSR specs were removed for now (see ai-docs/REQUIREMENTS.md -# "Open decisions" — not rejected, just out of scope until picked back up). +# CLR/Flip-Flop/MRSSR: see ai-docs/REQUIREMENTS.md "Open decisions". MODEL_REGISTRY: dict[str, Callable[[ChromatographicColumnBase], ModelSpec]] = { "Batch Elution": batch_elution_spec, "Load–Wash–Elute (LWE)": lwe_spec, @@ -251,14 +244,9 @@ def _infer_kind(x) -> str: return "float" -# GUI-only seed defaults: a sensible starting value for a blank form, so -# "Apply" without touching anything doesn't build a degenerate (zero-length, -# zero-porosity) column. CADET-Core has no canonical default for these -- -# they're mandatory, problem-specific physical inputs -- so this deliberately -# lives here rather than in parameters/interface.json (which is the ground-truth -# CADET-Process<->CADET-Core mapping, not a GUI convenience). Shared across -# column models via the `None` model slot; add a `(category, "ModelName", name)` -# entry only if a specific model genuinely needs a different seed. +# Starting values so a blank form doesn't Apply a degenerate column; +# CADET-Core has no canonical default for these. `None` model slot = shared +# across column models; add a specific model name only to override it. _GUI_SEED_DEFAULTS: dict[tuple[str, Optional[str], str], float] = { ("column", None, "diameter"): 0.024, ("column", None, "length"): 0.5, @@ -278,17 +266,11 @@ def _seed_default(category: str, model_name: str, name: str) -> float: return _GUI_SEED_DEFAULTS.get((category, None, name), 0.0) -# Column parameters CADET-Process treats as genuinely per-component -# (`SizedUnsignedList(size="n_comp")`, confirmed in ai-docs/ARCHITECTURE.md's -# "Parameter metadata schema" notes) but that most users want to enter as one -# shared value most of the time -- unlike binding-model parameters (rates, -# capacities, ...), which are per-component almost always by physical -# necessity. `ConfigurationWidget`'s multiplex toggle (gear icon on the -# Column Model section) offers these three as opt-in per-component editors; -# everywhere else they default to a single scalar that CADET-Process itself -# broadcasts to every component (confirmed: `col.axial_dispersion = 1e-8` -> -# `[1e-8, 1e-8, 1e-8]` for a 3-component system) -- not a GUI approximation, -# the real CADET-Process setter behavior. +# Per-component in CADET-Process but usually entered as one shared value, +# unlike binding parameters (per-component by physical necessity). Default +# scalar; `ConfigurationWidget`'s multiplex toggle opts a name into +# per-component editing -- CADET-Process broadcasts a scalar assignment to +# every component either way. MULTIPLEXABLE_COLUMN_PARAMS = frozenset({"axial_dispersion", "film_diffusion", "pore_diffusion"}) @@ -311,19 +293,12 @@ def _resolve_param( ): """Resolve one parameter's kind/bounds/units/default. - Ground truth (kind, bounds, units, whether it's per-component) comes from - `parameters/interface.json` via `category`/`model_name` -- see - ai-docs/ARCHITECTURE.md's "Parameter metadata schema" for why this is - nested per-model rather than one flat dict (e.g. `Langmuir.capacity` is - per-component, `StericMassAction.capacity` is a single scalar; same - CADET-Process attribute name, different shape). Falls back to inferring - purely from the object's current value when the schema doesn't (yet) know - this category/model/parameter, so an unregistered model still renders - something instead of raising. - - `multiplex` overrides `component_dependent` for names in - `MULTIPLEXABLE_COLUMN_PARAMS` -- everywhere else the schema's own flag - (ground truth, not a GUI choice) decides. + Ground truth comes from `parameters/interface.json` via + `category`/`model_name` (nested per-model, since e.g. `Langmuir.capacity` + and `StericMassAction.capacity` differ in shape despite the same name). + Falls back to inferring from the object's current value for an + unregistered category/model/parameter. `multiplex` overrides + `component_dependent` for `MULTIPLEXABLE_COLUMN_PARAMS` only. """ meta = None if category is not None: @@ -346,11 +321,7 @@ def _resolve_param( kind = "float_list" if (dtype == "float" and component_dependent) else dtype if current is not None and isinstance(current, (list, tuple)) and kind == "float": - # CADET-Process always stores these as a per-component list internally, - # even when it was set via scalar broadcast -- if multiplex was just - # toggled off, `current` is still that list. "multiplex off" means - # "one value for every component," so the first entry is the - # representative scalar (matches how it would've been entered). + # CADET-Process stores these as a list even after scalar broadcast. default = current[0] if len(current) else _seed_default(category, model_name, name) elif current is not None: default = current @@ -379,14 +350,9 @@ def build_parameter_config_spec( ) -> ModelSpec: """Build a ModelSpec from any object exposing `required_parameters`. - Generic over what `obj` is — a column, a binding model, anything with the - CADET-Process `required_parameters` convention — so the same function - drives both the column form and the binding-model form. - - `multiplex`: see `MULTIPLEXABLE_COLUMN_PARAMS` — only meaningful for the - column category's `axial_dispersion`/`film_diffusion`/`pore_diffusion`; - ignored (and unnecessary) for everything else, which always renders - per-component when the schema says it's component-dependent. + Generic over `obj` (column, binding model, ...) so the same function + drives every form. `multiplex` only matters for + `MULTIPLEXABLE_COLUMN_PARAMS`. """ req = getattr(obj, "required_parameters", None) or [] names = _unique_preserve_order(list(req)) diff --git a/cadetgui/widgets/composite/configuration.py b/cadetgui/widgets/composite/configuration.py index 3b82aa0..da6b478 100644 --- a/cadetgui/widgets/composite/configuration.py +++ b/cadetgui/widgets/composite/configuration.py @@ -185,12 +185,8 @@ def _get_binding_model(self) -> Any: column = self._get_column() if factory is None or column is None: return None - # Keyed by (factory, id(column)) rather than just factory: a binding - # model's component_system must be the *same object* as its column's - # (CADET-Process raises "Component systems do not match" otherwise), - # and each distinct column instance gets its own ComponentSystem — so - # a binding model cached against a since-replaced column would no - # longer be attachable to the current one. + # Keyed by id(column) too: a binding model's component_system must be + # the same object as its column's, and each column gets its own. cache_key = (factory, id(column)) if cache_key not in self._binding_cache: self._binding_cache[cache_key] = factory(column.component_system) @@ -269,11 +265,8 @@ def _attach_binding(built: Any, col: Any = column) -> None: def export_script(self) -> str: """Generate an executable CADET-Process Python script for the current build. - Introspects the actual built objects' classes (`type(obj).__module__` / - `__name__`) rather than a hardcoded column/model/binding name mapping, so - this works for anything registered — no per-type special-casing - (PRODUCT_VISION.md ARCH-003: the "expert escape hatch"/anti-black-box - requirement). + Introspects the built objects' classes rather than a hardcoded + column/model/binding mapping, so it works for anything registered. """ if ( self.process is None diff --git a/cadetgui/widgets/elements/bool_field.js b/cadetgui/widgets/elements/bool_field.js index e8d7007..11abb94 100644 --- a/cadetgui/widgets/elements/bool_field.js +++ b/cadetgui/widgets/elements/bool_field.js @@ -4,10 +4,9 @@ const UNIT_GLOSSARY = { IV: "interstitial volume", }; -// Body-appended, position:fixed tooltip: Jupyter output-area containers -// clip overflow, so a ::after on the gets cut off near boundaries. -// Colors are hardcoded (not var(--cg-*)) since this lives outside any -// .cadetgui-field-scoped stylesheet. +// Body-appended, fixed-position tooltip: Jupyter output areas clip +// overflow, so a ::after here gets cut off. Colors hardcoded -- outside +// any .cadetgui-field-scoped stylesheet. function tooltipColors() { const dark = window.matchMedia && window.matchMedia("(prefers-color-scheme: dark)").matches; return dark ? { bg: "#9ca3af", fg: "#1f2937" } : { bg: "#6b7280", fg: "#ffffff" }; diff --git a/cadetgui/widgets/elements/float_field.js b/cadetgui/widgets/elements/float_field.js index 6416b96..f28b671 100644 --- a/cadetgui/widgets/elements/float_field.js +++ b/cadetgui/widgets/elements/float_field.js @@ -4,10 +4,9 @@ const UNIT_GLOSSARY = { IV: "interstitial volume", }; -// Body-appended, position:fixed tooltip: Jupyter output-area containers -// clip overflow, so a ::after on the gets cut off near boundaries. -// Colors are hardcoded (not var(--cg-*)) since this lives outside any -// .cadetgui-field-scoped stylesheet. +// Body-appended, fixed-position tooltip: Jupyter output areas clip +// overflow, so a ::after here gets cut off. Colors hardcoded -- outside +// any .cadetgui-field-scoped stylesheet. function tooltipColors() { const dark = window.matchMedia && window.matchMedia("(prefers-color-scheme: dark)").matches; return dark ? { bg: "#9ca3af", fg: "#1f2937" } : { bg: "#6b7280", fg: "#ffffff" }; diff --git a/cadetgui/widgets/elements/float_list_field.js b/cadetgui/widgets/elements/float_list_field.js index 6fb4071..c407317 100644 --- a/cadetgui/widgets/elements/float_list_field.js +++ b/cadetgui/widgets/elements/float_list_field.js @@ -4,10 +4,9 @@ const UNIT_GLOSSARY = { IV: "interstitial volume", }; -// Body-appended, position:fixed tooltip: Jupyter output-area containers -// clip overflow, so a ::after on the gets cut off near boundaries. -// Colors are hardcoded (not var(--cg-*)) since this lives outside any -// .cadetgui-field-scoped stylesheet. +// Body-appended, fixed-position tooltip: Jupyter output areas clip +// overflow, so a ::after here gets cut off. Colors hardcoded -- outside +// any .cadetgui-field-scoped stylesheet. function tooltipColors() { const dark = window.matchMedia && window.matchMedia("(prefers-color-scheme: dark)").matches; return dark ? { bg: "#9ca3af", fg: "#1f2937" } : { bg: "#6b7280", fg: "#ffffff" }; diff --git a/cadetgui/widgets/elements/text_field.js b/cadetgui/widgets/elements/text_field.js index db2125c..69c1b07 100644 --- a/cadetgui/widgets/elements/text_field.js +++ b/cadetgui/widgets/elements/text_field.js @@ -4,10 +4,9 @@ const UNIT_GLOSSARY = { IV: "interstitial volume", }; -// Body-appended, position:fixed tooltip: Jupyter output-area containers -// clip overflow, so a ::after on the gets cut off near boundaries. -// Colors are hardcoded (not var(--cg-*)) since this lives outside any -// .cadetgui-field-scoped stylesheet. +// Body-appended, fixed-position tooltip: Jupyter output areas clip +// overflow, so a ::after here gets cut off. Colors hardcoded -- outside +// any .cadetgui-field-scoped stylesheet. function tooltipColors() { const dark = window.matchMedia && window.matchMedia("(prefers-color-scheme: dark)").matches; return dark ? { bg: "#9ca3af", fg: "#1f2937" } : { bg: "#6b7280", fg: "#ffffff" }; From 6ab40c99f26e36b96c5c3430bfac569e9cbab041 Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Tue, 8 Sep 2026 14:45:04 +0200 Subject: [PATCH 044/158] Add event sliders --- cadetgui/widgets/chrome.css | 12 ++ cadetgui/widgets/composite/configuration.py | 123 +++++++++++++++++++- cadetgui/widgets/forms/renderer.py | 4 + tests/test_configuration.py | 63 ++++++++++ 4 files changed, 200 insertions(+), 2 deletions(-) diff --git a/cadetgui/widgets/chrome.css b/cadetgui/widgets/chrome.css index bab209f..6f8f0c0 100644 --- a/cadetgui/widgets/chrome.css +++ b/cadetgui/widgets/chrome.css @@ -63,6 +63,18 @@ background: color-mix(in srgb, var(--cg-border) 6%, transparent); } +.cadetgui-row { + display: flex; + flex-flow: row wrap; + gap: 12px; + align-items: flex-start; +} + +.cadetgui-row > .cadetgui-section-half { + flex: 1 1 340px; + min-width: 0; +} + .cadetgui-section.cadetgui-settings-box { gap: 4px; background: color-mix(in srgb, var(--cg-fg) 12%, var(--cg-bg)); diff --git a/cadetgui/widgets/composite/configuration.py b/cadetgui/widgets/composite/configuration.py index da6b478..c7413d5 100644 --- a/cadetgui/widgets/composite/configuration.py +++ b/cadetgui/widgets/composite/configuration.py @@ -6,7 +6,9 @@ from typing import Any, Callable, Dict, List, Optional import ipywidgets as W +import matplotlib.pyplot as plt from CADETProcess.processModel import ComponentSystem +from IPython.display import clear_output, display from ...cadetprocessadapter import ( DEFAULT_BINDING_FACTORIES, @@ -22,6 +24,11 @@ __all__ = ["ConfigurationWidget"] +def _round_10sf(v: float) -> float: + """Round to 10 significant figures, clearing browser-slider float noise.""" + return float(f"{v:.10g}") + + class ConfigurationWidget: """Pick a unit operation + binding model + model-builder template, build a process. @@ -48,6 +55,7 @@ def __init__( self._column_form: Optional[FormRenderer] = None self._binding_form: Optional[FormRenderer] = None self._model_form: Optional[FormRenderer] = None + self._event_sliders: Dict[str, W.FloatSlider] = {} self._multiplex_state: Dict[str, bool] = dict.fromkeys(MULTIPLEXABLE_COLUMN_PARAMS, False) self._multiplex_checkboxes: Dict[str, W.Checkbox] = { @@ -90,6 +98,8 @@ def __init__( self._column_form_box = W.VBox([]) self._binding_form_box = W.VBox([]) self._model_form_box = W.VBox([]) + self._event_plot_label = W.HTML("
Event Timeline
") + self._event_plot_out = W.Output() self.status = W.HTML("Select a column and model.") self.status.add_class("cadetgui-status") @@ -121,6 +131,7 @@ def __init__( ] ) column_section.add_class("cadetgui-section") + column_section.add_class("cadetgui-section-half") binding_section = W.VBox( [ @@ -130,12 +141,18 @@ def __init__( ] ) binding_section.add_class("cadetgui-section") + binding_section.add_class("cadetgui-section-half") + + column_binding_row = W.HBox([column_section, binding_section]) + column_binding_row.add_class("cadetgui-row") process_section = W.VBox( [ W.HTML("
Process
"), self._model_picker, self._model_form_box, + self._event_plot_label, + self._event_plot_out, ] ) process_section.add_class("cadetgui-section") @@ -145,8 +162,7 @@ def __init__( W.HTML(style_tag()), W.HTML("
Configuration
"), components_section, - column_section, - binding_section, + column_binding_row, process_section, self._btn_export, self._script_out, @@ -230,6 +246,7 @@ def _rebuild_forms(self) -> None: self._column_form_box.children = () self._binding_form_box.children = () self._model_form_box.children = () + self._clear_event_section() return column_params = set(getattr(column, "required_parameters", None) or []) @@ -255,6 +272,7 @@ def _attach_binding(built: Any, col: Any = column) -> None: self._model_form = FormRenderer(model_fn(column), on_built=self._on_process_built) self._model_form_box.children = (self._model_form.root,) + self._rebuild_event_sliders() self.status.value = ( "Configure the column, binding model, and process, then Apply each" @@ -262,6 +280,107 @@ def _attach_binding(built: Any, col: Any = column) -> None: " and binding model at the time)." ) + def _clear_event_section(self) -> None: + self._event_sliders = {} + with self._event_plot_out: + clear_output() + + def _rebuild_event_sliders(self) -> None: + """Slider per scalar timing/flow field, spliced right next to its own field. + + Only `float`-kind fields get a slider — the per-component + concentration fields stay list-editors, untouched. A slider move + rebuilds a throwaway process (cheap: no solver call) and redraws + `process.plot_events()`; it does not commit to `.process` or notify + listeners — only the form's own Apply button does that. + """ + self._event_sliders = {} + if self._model_form is None: + self._clear_event_section() + return + + for f in self._model_form.spec.fields: + if f.kind != "float": + continue + el = self._model_form.element(f.name) + default = float(el.value) + # min=0 and step=default/100 put the default exactly on the + # slider's step grid -- otherwise the browser snaps the handle + # to the nearest step on render and reports that back, quietly + # overwriting the clean default via the link below. + step = default / 100 if default > 0 else 0.01 + slider = W.FloatSlider( + value=default, + min=0.0, + max=default * 5 if default > 0 else 1.0, + step=step, + readout=False, # the linked field already shows the value + layout=W.Layout(width="220px"), + ) + # dlink + rounding, not link: the browser's slider reports + # position as a float with drag-accumulated noise (e.g. + # 19620.00000000004), which a plain link would pass straight + # into the field unrounded. + W.dlink((slider, "value"), (el, "value"), transform=_round_10sf) + W.dlink((el, "value"), (slider, "value"), transform=_round_10sf) + slider.observe(lambda _change: self._redraw_event_plot(), names="value") + self._event_sliders[f.name] = slider + + # Pair each field's row with its slider in place, rather than + # listing every slider together below the whole form. + new_children = [] + for child in self._model_form.root.children: + paired = next( + ( + self._event_sliders[f.name] + for f in self._model_form.spec.fields + if f.name in self._event_sliders and child is self._model_form.element(f.name) + ), + None, + ) + new_children.append(W.HBox([child, paired]) if paired is not None else child) + self._model_form.root.children = tuple(new_children) + + self._event_plot_label.layout.display = "" if self._event_sliders else "none" + self._redraw_event_plot() + + def _redraw_event_plot(self) -> None: + if self._model_form is None or not self._model_form.is_valid: + return + try: + values = self._model_form.collect_values() + preview = self._model_form.spec.build(values) + fig, axes = preview.plot_events(x_axis_in_minutes=True) + except Exception: + return + axes = list(axes) if hasattr(axes, "__iter__") else [axes] + + # plot_events() always stacks one subplot per parameter in a single + # column; re-plot the same lines into a smaller row layout instead + # (CADETProcess.plot_events(ax=...) can't do this directly -- passing + # a pre-built axes array hits an UnboundLocalError on `fig` in its + # own implementation). + row_fig, row_axes = plt.subplots( + 1, len(axes), figsize=(3 * len(axes), 2.5), squeeze=True + ) + row_axes = row_axes.reshape(-1) + xlabel = axes[-1].get_xlabel() + for old_ax, ax in zip(axes, row_axes): + for line in old_ax.get_lines(): + ax.plot(line.get_xdata(), line.get_ydata()) + title = old_ax.texts[0].get_text() if old_ax.texts else "" + ax.set_title(title, fontsize=9) + ax.set_xlabel(xlabel) + ax.set_ylabel(old_ax.get_ylabel()) + ax.grid(True) + plt.close(fig) + row_fig.tight_layout() + + with self._event_plot_out: + clear_output(wait=True) + display(row_fig) + plt.close(row_fig) + def export_script(self) -> str: """Generate an executable CADET-Process Python script for the current build. diff --git a/cadetgui/widgets/forms/renderer.py b/cadetgui/widgets/forms/renderer.py index c52f153..3016d46 100644 --- a/cadetgui/widgets/forms/renderer.py +++ b/cadetgui/widgets/forms/renderer.py @@ -89,6 +89,10 @@ def is_valid(self) -> bool: """Whether every rendered field currently passes its validator.""" return all(el.is_valid for el in self._elements.values()) + def element(self, name: str) -> Element: + """Return the Element rendered for one field, keyed by FieldSpec.name.""" + return self._elements[name] + def collect_values(self) -> Dict[str, Any]: """Return the current field values, with each field's `transform` applied.""" values: Dict[str, Any] = {} diff --git a/tests/test_configuration.py b/tests/test_configuration.py index ebdbe70..d53933a 100644 --- a/tests/test_configuration.py +++ b/tests/test_configuration.py @@ -311,3 +311,66 @@ def test_export_script_reflects_a_renamed_single_component(): ns = {} exec(compile(script, "", "exec"), ns) # noqa: S102 assert list(ns["component_system"].names) == ["MyProtein"] + + +def test_event_sliders_cover_only_scalar_timing_fields_not_concentration_lists(): + cw = ConfigurationWidget() # defaults to Batch Elution + assert set(cw._event_sliders) == {"flow_rate", "feed_duration", "cycle_time"} + + +def test_event_sliders_change_when_process_template_changes(): + cw = ConfigurationWidget() + cw._model_picker.value = cw._registry["Load–Wash–Elute (LWE)"] + assert set(cw._event_sliders) == { + "flow_rate", "load_duration", "wash_duration", + "gradient_duration", "final_wash_duration", + } + + +def test_moving_event_slider_updates_the_linked_form_field(): + cw = ConfigurationWidget() + slider = cw._event_sliders["feed_duration"] + + slider.value = slider.value * 2 + + assert cw._model_form.element("feed_duration").value == slider.value + + +def test_editing_form_field_updates_the_linked_event_slider(): + cw = ConfigurationWidget() + element = cw._model_form.element("flow_rate") + + element.value = element.value * 3 + + assert cw._event_sliders["flow_rate"].value == element.value + + +def test_moving_event_slider_after_column_applied_rebuilds_a_preview_process(): + cw = ConfigurationWidget() + cw._column_form._on_apply(None) + + seen = [] + original_build = cw._model_form.spec.build + cw._model_form.spec.build = lambda values: seen.append(values) or original_build(values) + + cw._event_sliders["cycle_time"].value += 1.0 + + assert len(seen) == 1 + assert seen[0]["cycle_time"] == cw._event_sliders["cycle_time"].value + + +def test_moving_event_slider_before_column_applied_does_not_crash(): + cw = ConfigurationWidget() + cw._event_sliders["cycle_time"].value += 1.0 # column still has unconfigured geometry + + +def test_switching_column_type_rebuilds_event_sliders_without_stale_links(): + cw = ConfigurationWidget() + old_slider = cw._event_sliders["flow_rate"] + + cw._column_picker.selected_index = 1 # GRM -> LRMP + + new_slider = cw._event_sliders["flow_rate"] + assert new_slider is not old_slider + old_slider.value = old_slider.value + 1.0 # must no longer affect the live form + assert cw._model_form.element("flow_rate").value != old_slider.value From a04c17386a5dc318d0b8c49c5cbc3a4c8079cb1e Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Wed, 9 Sep 2026 09:05:00 +0200 Subject: [PATCH 045/158] Remove "Ready" and activate auto submit on form --- cadetgui/cadetprocessadapter.py | 8 +- cadetgui/widgets/composite/__init__.py | 2 + cadetgui/widgets/composite/configuration.py | 28 +++--- cadetgui/widgets/composite/solution.py | 6 ++ cadetgui/widgets/forms/renderer.py | 25 +++-- tests/test_configuration.py | 106 +++++++++++++------- tests/test_forms.py | 20 ++-- tests/test_solution.py | 44 ++++++-- 8 files changed, 159 insertions(+), 80 deletions(-) diff --git a/cadetgui/cadetprocessadapter.py b/cadetgui/cadetprocessadapter.py index 551ed03..0e1ec02 100644 --- a/cadetgui/cadetprocessadapter.py +++ b/cadetgui/cadetprocessadapter.py @@ -378,12 +378,8 @@ def _apply(values: Mapping[str, Any]) -> Any: for name in names: if name not in values: continue - try: - coerced = _coerce_to_kind(kinds[name], values[name]) - setattr(obj, name, coerced) - except Exception: - # swallow and continue so one bad value doesn't block the rest - continue + coerced = _coerce_to_kind(kinds[name], values[name]) + setattr(obj, name, coerced) return obj return ModelSpec( diff --git a/cadetgui/widgets/composite/__init__.py b/cadetgui/widgets/composite/__init__.py index f01d9dc..cdd1666 100644 --- a/cadetgui/widgets/composite/__init__.py +++ b/cadetgui/widgets/composite/__init__.py @@ -9,6 +9,7 @@ from .data_import import DataImportWidget, ExperimentalDataset from .run_history import RunHistoryWidget, RunRecord from .solution import SolutionWidget +from .workbench import WorkbenchWidget __all__ = [ "ConfigurationWidget", @@ -17,4 +18,5 @@ "RunRecord", "DataImportWidget", "ExperimentalDataset", + "WorkbenchWidget", ] diff --git a/cadetgui/widgets/composite/configuration.py b/cadetgui/widgets/composite/configuration.py index c7413d5..346f2b2 100644 --- a/cadetgui/widgets/composite/configuration.py +++ b/cadetgui/widgets/composite/configuration.py @@ -275,9 +275,9 @@ def _attach_binding(built: Any, col: Any = column) -> None: self._rebuild_event_sliders() self.status.value = ( - "Configure the column, binding model, and process, then Apply each" - " (in that order — the process picks up whatever's applied on column" - " and binding model at the time)." + "Fields apply automatically as you edit them" + " (column and binding model first, since the process picks up" + " whatever's currently set on them)." ) def _clear_event_section(self) -> None: @@ -289,10 +289,12 @@ def _rebuild_event_sliders(self) -> None: """Slider per scalar timing/flow field, spliced right next to its own field. Only `float`-kind fields get a slider — the per-component - concentration fields stay list-editors, untouched. A slider move - rebuilds a throwaway process (cheap: no solver call) and redraws - `process.plot_events()`; it does not commit to `.process` or notify - listeners — only the form's own Apply button does that. + concentration fields stay list-editors, untouched. Each slider is + dlinked to its field's value, so a slider move flows through the + form's own auto-commit exactly like typing a new value would + (cheap: no solver call, just rebuilds the process) — `.process` and + listeners update the same way either way. `_redraw_event_plot` + then just redraws from the form's freshly committed build. """ self._event_sliders = {} if self._model_form is None: @@ -345,12 +347,14 @@ def _rebuild_event_sliders(self) -> None: self._redraw_event_plot() def _redraw_event_plot(self) -> None: - if self._model_form is None or not self._model_form.is_valid: + # Reuse the form's own auto-committed build rather than building + # again here: the slider is dlinked to the field, so by the time + # this observer runs (registered after the dlink), the form has + # already auto-committed and `.built` is current. + if self._model_form is None or self._model_form.built is None: return try: - values = self._model_form.collect_values() - preview = self._model_form.spec.build(values) - fig, axes = preview.plot_events(x_axis_in_minutes=True) + fig, axes = self._model_form.built.plot_events(x_axis_in_minutes=True) except Exception: return axes = list(axes) if hasattr(axes, "__iter__") else [axes] @@ -394,7 +398,7 @@ def export_script(self) -> str: or self._model_form is None ): raise RuntimeError( - "Nothing built yet — Apply the column, binding model, and process forms first." + "Nothing built yet — pick a column, binding model, and process template first." ) column = self._get_column() diff --git a/cadetgui/widgets/composite/solution.py b/cadetgui/widgets/composite/solution.py index 5ac5448..c672e25 100644 --- a/cadetgui/widgets/composite/solution.py +++ b/cadetgui/widgets/composite/solution.py @@ -97,6 +97,9 @@ def _on_run(self, _btn: Any) -> None: return label = getattr(self.process, "name", type(self.process).__name__) + self._btn_run.disabled = True + self._btn_run.description = "Running..." + self.status.value = "Running simulation…" try: result = self._runner(self.process) except Exception as exc: # noqa: BLE001 @@ -104,6 +107,9 @@ def _on_run(self, _btn: Any) -> None: self.history.record(label, error=str(exc)) self.status.value = f"Simulation failed: {exc}" return + finally: + self._btn_run.disabled = False + self._btn_run.description = "Run simulation" self.history.record(label, result=result) self._load_result(result) diff --git a/cadetgui/widgets/forms/renderer.py b/cadetgui/widgets/forms/renderer.py index 3016d46..f98a1f4 100644 --- a/cadetgui/widgets/forms/renderer.py +++ b/cadetgui/widgets/forms/renderer.py @@ -59,7 +59,7 @@ def element_for_field(f: FieldSpec) -> Element: class FormRenderer: - """Render a ModelSpec into a form of Elements; build an object on Apply.""" + """Render a ModelSpec into a form of Elements; auto-commits on every valid change.""" def __init__( self, spec: ModelSpec, *, on_built: Optional[Callable[[Any], None]] = None @@ -70,20 +70,21 @@ def __init__( self.status = W.HTML("Ready.") self._elements: Dict[str, Element] = {f.name: element_for_field(f) for f in spec.fields} + for element in self._elements.values(): + element.observe(self._on_field_changed, names="value") - self._btn_apply = W.Button(description="Apply", button_style="success") self._btn_reset = W.Button(description="Reset") - self._btn_apply.on_click(self._on_apply) self._btn_reset.on_click(self._on_reset) header = W.HTML(f"
{spec.title}
") - actions = W.HBox([self._btn_apply, self._btn_reset]) rows = [self._elements[f.name] for f in spec.fields] self.status.add_class("cadetgui-status") - self.root = W.VBox([W.HTML(style_tag()), header, *rows, actions, self.status]) + self.root = W.VBox([W.HTML(style_tag()), header, *rows, self._btn_reset, self.status]) self.root.add_class("cadetgui-panel") self.root.add_class("cadetgui-section") + self._commit() + @property def is_valid(self) -> bool: """Whether every rendered field currently passes its validator.""" @@ -101,10 +102,16 @@ def collect_values(self) -> Dict[str, Any]: values[f.name] = f.transform(raw) if f.transform else raw return values - def _on_apply(self, _btn: Any) -> None: + def _on_field_changed(self, change: dict) -> None: + if change.get("name") != "value": + return + self._commit() + + def _commit(self) -> None: if not self.is_valid: + self.built = None self.status.value = ( - "Fix invalid fields before applying." + "Fix the highlighted field(s) to continue." ) return try: @@ -112,7 +119,7 @@ def _on_apply(self, _btn: Any) -> None: if self.spec.build is None: raise RuntimeError("Spec has no 'build' function.") self.built = self.spec.build(values) - self.status.value = "Built successfully." + self.status.value = "" # nothing to say when things are fine if self._on_built is not None: self._on_built(self.built) except Exception as exc: # noqa: BLE001 @@ -122,7 +129,7 @@ def _on_apply(self, _btn: Any) -> None: def _on_reset(self, _btn: Any) -> None: for f in self.spec.fields: self._elements[f.name].value = _coerced_default(f) - self.status.value = "Reset to defaults." + self._commit() def display(self) -> None: """Render this form in a Jupyter cell.""" diff --git a/tests/test_configuration.py b/tests/test_configuration.py index d53933a..9a04ef6 100644 --- a/tests/test_configuration.py +++ b/tests/test_configuration.py @@ -14,22 +14,19 @@ def test_configuration_widget_renders_default_forms(): assert len(cw._model_form_box.children) == 1 -def test_configuration_widget_builds_process_on_both_applies(): +def test_configuration_widget_builds_process_automatically_with_defaults(): cw = ConfigurationWidget() - cw._column_form._on_apply(None) - cw._model_form._on_apply(None) assert cw.process is not None assert type(cw.process).__name__ == "BatchElution" -def test_configuration_widget_notifies_listeners_on_build(): +def test_configuration_widget_notifies_listeners_on_a_valid_field_change(): cw = ConfigurationWidget() seen = [] cw.add_listener(seen.append) - cw._column_form._on_apply(None) - cw._model_form._on_apply(None) + cw._model_form.element("flow_rate").value = 2e-6 assert len(seen) == 1 assert seen[0] is cw.process @@ -58,19 +55,30 @@ def test_configuration_widget_rebuilds_column_on_component_change(): assert original_column not in cw._column_cache.values() -def test_export_script_raises_before_anything_is_built(): +def test_export_script_raises_when_nothing_has_been_built(): + # With auto-commit, this state isn't reachable through the default + # registries (their defaults always build successfully) -- force it + # directly to keep the guard clause itself covered. cw = ConfigurationWidget() + cw.process = None + cw._column_form = None + cw._binding_form = None + cw._model_form = None try: cw.export_script() assert False, "should have raised" except RuntimeError as exc: - assert "Apply" in str(exc) + assert "column" in str(exc).lower() -def test_export_script_button_shows_error_status_before_build(): +def test_export_script_button_shows_error_status_when_nothing_has_been_built(): cw = ConfigurationWidget() + cw.process = None + cw._column_form = None + cw._binding_form = None + cw._model_form = None cw._on_export(None) - assert "Apply" in cw.status.value + assert "column" in cw.status.value.lower() assert cw._script_out.layout.display == "none" @@ -78,8 +86,6 @@ def test_export_script_produces_executable_equivalent_process(): import numpy as np cw = ConfigurationWidget() - cw._column_form._on_apply(None) - cw._model_form._on_apply(None) script = cw.export_script() ns = {} @@ -103,8 +109,6 @@ def test_export_script_produces_executable_equivalent_process(): def test_export_script_button_populates_textarea_on_success(): cw = ConfigurationWidget() - cw._column_form._on_apply(None) - cw._model_form._on_apply(None) cw._on_export(None) assert "process = " in cw._script_out.value @@ -128,10 +132,9 @@ def test_switching_binding_model_rebuilds_its_form(): } -def test_applying_binding_form_attaches_it_to_the_column(): +def test_selecting_binding_model_attaches_it_to_the_column(): cw = ConfigurationWidget() cw._binding_picker.value = cw._binding_registry["Linear"] - cw._binding_form._on_apply(None) column = cw._get_column() assert type(column.binding_model).__name__ == "Linear" @@ -144,13 +147,11 @@ def test_switching_column_type_keeps_binding_model_attachable(): since-replaced column must not be reused as-is.""" cw = ConfigurationWidget() cw._binding_picker.value = cw._binding_registry["Linear"] - cw._binding_form._on_apply(None) cw._column_picker.value = cw._columns["LRMP"] # different column, different ComponentSystem - cw._binding_form._on_apply(None) # must not raise / must not fail validation assert cw._binding_form.built is not None - assert "Built successfully" in cw._binding_form.status.value + assert cw._binding_form.status.value == "" column = cw._get_column() assert type(column.binding_model).__name__ == "Linear" assert column.binding_model.component_system is column.component_system @@ -162,9 +163,6 @@ def test_export_script_includes_binding_model_and_round_trips(): cw = ConfigurationWidget() cw._binding_picker.value = cw._binding_registry["Linear"] - cw._column_form._on_apply(None) - cw._binding_form._on_apply(None) - cw._model_form._on_apply(None) script = cw.export_script() assert "column.binding_model = Linear(" in script @@ -202,12 +200,10 @@ def test_binding_model_scales_to_multiple_named_components(): cw = ConfigurationWidget() cw._components.value = ["Salt", "Protein"] cw._binding_picker.value = cw._binding_registry["Linear"] - cw._column_form._on_apply(None) - cw._binding_form._on_apply(None) column = cw._get_column() assert column.binding_model.n_comp == 2 - assert cw._binding_form.status.value == "Built successfully." + assert cw._binding_form.status.value == "" # NOTE: applying the model form itself (batch_elution_spec/lwe_spec) is not # exercised with >1 component here — those specs hard-code single-value # concentration defaults (e.g. c_feed=[10.0]) that CADET-Process rejects @@ -264,12 +260,11 @@ def test_multiplex_checkbox_visibility_matches_column_capabilities(): assert cw._multiplex_checkboxes["pore_diffusion"].layout.display == "none" -def test_scalar_column_field_broadcasts_via_cadetprocess_on_apply(): +def test_scalar_column_field_broadcasts_via_cadetprocess(): cw = ConfigurationWidget() cw._components.value = ["Salt", "Protein", "Impurity"] cw._column_picker.value = cw._columns["GRM"] - cw._column_form._on_apply(None) column = cw._get_column() assert column.axial_dispersion == [column.axial_dispersion[0]] * 3 @@ -281,7 +276,6 @@ def test_multiplexed_column_field_keeps_distinct_per_component_values(): cw._multiplex_checkboxes["axial_dispersion"].value = True cw._column_form._elements["axial_dispersion"].value = [1e-8, 2e-8] - cw._column_form._on_apply(None) column = cw._get_column() assert column.axial_dispersion == [1e-8, 2e-8] @@ -301,9 +295,6 @@ def test_concentration_fields_are_sized_and_named_from_component_system(): def test_export_script_reflects_a_renamed_single_component(): cw = ConfigurationWidget() cw._components.value = ["MyProtein"] # still one component, just renamed - cw._column_form._on_apply(None) - cw._binding_form._on_apply(None) - cw._model_form._on_apply(None) script = cw.export_script() assert "component_system = ComponentSystem(['MyProtein'])" in script @@ -345,9 +336,8 @@ def test_editing_form_field_updates_the_linked_event_slider(): assert cw._event_sliders["flow_rate"].value == element.value -def test_moving_event_slider_after_column_applied_rebuilds_a_preview_process(): +def test_moving_event_slider_rebuilds_a_preview_process(): cw = ConfigurationWidget() - cw._column_form._on_apply(None) seen = [] original_build = cw._model_form.spec.build @@ -359,9 +349,11 @@ def test_moving_event_slider_after_column_applied_rebuilds_a_preview_process(): assert seen[0]["cycle_time"] == cw._event_sliders["cycle_time"].value -def test_moving_event_slider_before_column_applied_does_not_crash(): +def test_moving_event_slider_with_invalid_column_field_does_not_crash(): cw = ConfigurationWidget() - cw._event_sliders["cycle_time"].value += 1.0 # column still has unconfigured geometry + cw._column_form._elements["length"].value = -1.0 # CADET-Process rejects this on setattr + + cw._event_sliders["cycle_time"].value += 1.0 # must not raise despite the column error def test_switching_column_type_rebuilds_event_sliders_without_stale_links(): @@ -374,3 +366,47 @@ def test_switching_column_type_rebuilds_event_sliders_without_stale_links(): assert new_slider is not old_slider old_slider.value = old_slider.value + 1.0 # must no longer affect the live form assert cw._model_form.element("flow_rate").value != old_slider.value + + +def test_invalid_field_value_is_not_committed_and_shows_an_inline_error(): + cw = ConfigurationWidget() + element = cw._model_form.element("flow_rate") # has validate=require_positive + + element.value = -1.0 + + assert not element.is_valid + assert element.error # shown inline under the field itself + assert not cw._model_form.is_valid + assert cw._model_form.built is None + + +def test_invalid_field_value_leaves_the_last_good_process_in_place(): + cw = ConfigurationWidget() + good_process = cw.process + assert good_process is not None + + cw._model_form.element("flow_rate").value = -1.0 # invalid: blocked before committing + + assert cw.process is good_process # untouched -- Run/Export still work off it + + +def test_cadetprocess_level_rejection_surfaces_as_a_status_error_without_crashing(): + cw = ConfigurationWidget() + + cw._column_form._elements["length"].value = -1.0 # no client-side validator for this field + + assert "lower bound" in cw._column_form.status.value.lower() + assert cw._get_column().length != -1.0 # CADET-Process's own setter rejected it + + +def test_fixing_an_invalid_value_recommits_automatically(): + cw = ConfigurationWidget() + element = cw._model_form.element("flow_rate") + element.value = -1.0 + assert cw._model_form.built is None + + element.value = 3e-6 + + assert cw._model_form.is_valid + assert cw._model_form.built is not None + assert cw.process is cw._model_form.built diff --git a/tests/test_forms.py b/tests/test_forms.py index 362466a..30393f3 100644 --- a/tests/test_forms.py +++ b/tests/test_forms.py @@ -60,22 +60,25 @@ def test_form_renders_one_element_per_field_with_defaults(): assert form.is_valid -def test_form_apply_builds_object_from_current_values(): +def test_form_builds_object_from_defaults_on_construction(): + form = FormRenderer(make_spec()) + assert form.built == {"rate": 1.0, "name": "col", "active": True, "levels": [1.0, 2.0]} + assert form.status.value == "" + + +def test_form_auto_commits_on_a_valid_field_change(): form = FormRenderer(make_spec()) form._elements["rate"].value = 5.0 - form._on_apply(None) assert form.built == {"rate": 5.0, "name": "col", "active": True, "levels": [1.0, 2.0]} - assert "built" in form.status.value.lower() + assert form.status.value == "" -def test_form_apply_blocked_when_a_field_is_invalid(): +def test_form_commit_blocked_when_a_field_is_invalid(): form = FormRenderer(make_spec()) form._elements["rate"].value = -1.0 assert not form.is_valid - - form._on_apply(None) assert form.built is None - assert "invalid" in form.status.value.lower() + assert "invalid" in form.status.value.lower() or "fix" in form.status.value.lower() def test_form_reset_restores_defaults(): @@ -88,13 +91,12 @@ def test_form_reset_restores_defaults(): assert form._elements["active"].value is True -def test_form_apply_reports_build_exception_without_raising(): +def test_form_reports_build_exception_without_raising(): def failing_build(values): raise RuntimeError("boom") fields = [FieldSpec("x", "float", default=1.0)] spec = ModelSpec(title="Fail", fields=fields, build=failing_build) form = FormRenderer(spec) - form._on_apply(None) assert form.built is None assert "boom" in form.status.value diff --git a/tests/test_solution.py b/tests/test_solution.py index c48a37e..27ebc62 100644 --- a/tests/test_solution.py +++ b/tests/test_solution.py @@ -7,6 +7,7 @@ matplotlib.use("Agg") # headless test environment, no display needed +from cadetgui.simulation import run_process as _default_runner from cadetgui.widgets.composite import ( ConfigurationWidget, DataImportWidget, @@ -30,9 +31,7 @@ def upload_csv(widget: DataImportWidget, filename: str, csv_text: str) -> None: def built_process(): - cw = ConfigurationWidget() - cw._column_form._on_apply(None) - cw._model_form._on_apply(None) + cw = ConfigurationWidget() # auto-commits its defaults on construction return cw.process @@ -48,21 +47,20 @@ def test_solutionwidget_set_process_updates_label(): assert "Batch Elution" in sw._process_label.value -def test_solutionwidget_bind_to_config_tracks_future_builds(): +def test_solutionwidget_bind_to_config_tracks_future_field_changes(): cw = ConfigurationWidget() sw = SolutionWidget() sw.bind_to_config(cw) - assert sw.process is None # nothing built yet + assert sw.process is cw.process # already auto-built by the time we bind - cw._column_form._on_apply(None) - cw._model_form._on_apply(None) + first_process = cw.process + cw._model_form.element("flow_rate").value = 5e-6 assert sw.process is cw.process + assert sw.process is not first_process # picked up the fresh auto-rebuild def test_solutionwidget_bind_to_config_picks_up_existing_process(): cw = ConfigurationWidget() - cw._column_form._on_apply(None) - cw._model_form._on_apply(None) sw = SolutionWidget() sw.bind_to_config(cw) @@ -76,6 +74,34 @@ def test_solutionwidget_run_without_process_shows_error(): assert "No process" in sw.status.value +def test_solutionwidget_shows_spinner_and_disables_button_while_running(): + sw = SolutionWidget(process=built_process()) + seen = {} + + def spying_runner(process): + seen["disabled"] = sw._btn_run.disabled + seen["description"] = sw._btn_run.description + seen["status"] = sw.status.value + return _default_runner(process) + + sw._runner = spying_runner + sw._on_run(None) + + assert seen["disabled"] is True + assert seen["description"] == "Running..." + assert "cadetgui-spinner" in seen["status"] + assert sw._btn_run.disabled is False # reset once the run finishes + assert sw._btn_run.description == "Run simulation" + + +def test_solutionwidget_resets_button_even_when_run_fails(): + sw = SolutionWidget(process=object()) # not a real process -> runner raises + sw._on_run(None) + + assert sw._btn_run.disabled is False + assert sw._btn_run.description == "Run simulation" + + def test_solutionwidget_run_populates_signals_and_plots(): sw = SolutionWidget(process=built_process()) sw._on_run(None) From a3e6d5d5246314ee29cdbc9773c0255d709df1d6 Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Wed, 9 Sep 2026 09:05:33 +0200 Subject: [PATCH 046/158] Update Notebook --- examples/configuration_and_solution.ipynb | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/examples/configuration_and_solution.ipynb b/examples/configuration_and_solution.ipynb index 3e6034a..9469554 100644 --- a/examples/configuration_and_solution.ipynb +++ b/examples/configuration_and_solution.ipynb @@ -17,7 +17,7 @@ { "cell_type": "markdown", "id": "3218f382", - "source": "## 1. Configure a process\n\nDisplaying `ConfigurationWidget` gives you three things to pick: the number of components, a column/unit operation type, and a model-builder template. Changing any of them rebuilds the two forms below it.\n\n1. Pick a column (e.g. `LRMP`) and a model (e.g. `Load–Wash–Elute (LWE)`).\n2. Adjust the column's physical parameters if you want, then click **Apply** on the column form.\n3. Adjust the model's process parameters, then click **Apply** on the model form.\n\nThe second Apply builds an actual CADET-Process object — you'll see \"Process built.\" appear.", + "source": "## 1. Configure a process\n\nDisplaying `ConfigurationWidget` gives you three things to pick: the number of components, a column/unit operation type, and a model-builder template. Changing any of them rebuilds the two forms below it.\n\n1. Pick a column (e.g. `LRMP`) and a model (e.g. `Load–Wash–Elute (LWE)`).\n2. Edit the column's or model's fields directly — each change applies automatically as soon as it's valid, no Apply button needed. An invalid value (e.g. a negative length) is flagged inline and shown in that form's status line instead of being applied.\n\nOnce every field is valid, `config.process` already holds a real CADET-Process object.", "metadata": {} }, { @@ -31,7 +31,7 @@ { "cell_type": "markdown", "id": "ff4a37be", - "source": "## 2. Run and visualize the simulation\n\n`SolutionWidget.bind_to_config(config)` makes it track whatever process `config` builds — every time you click Apply above, this widget picks it up automatically.\n\nClick **Run simulation** below, then use the **Signal** dropdown to plot different unit/port combinations (feed, column outlet, ...). Every run (successful or not) is logged in the **Run:** picker above the signal dropdown — pick an older entry to go back and view it; a failed run shows its error instead of a broken plot.", + "source": "## 2. Run and visualize the simulation\n\n`SolutionWidget.bind_to_config(config)` makes it track whatever process `config` builds — since fields apply automatically, this widget picks up every valid edit above right away, with no extra step.\n\nClick **Run simulation** below, then use the **Signal** dropdown to plot different unit/port combinations (feed, column outlet, ...). Every run (successful or not) is logged in the **Run:** picker above the signal dropdown — pick an older entry to go back and view it; a failed run shows its error instead of a broken plot.", "metadata": {} }, { From 3deb1b6a6c702fd5f95bd2a2de9f5383c666d30c Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Wed, 9 Sep 2026 09:20:59 +0200 Subject: [PATCH 047/158] Add workbench widget --- cadetgui/widgets/_chrome.py | 8 ++ cadetgui/widgets/assets/cadet_logo.png | Bin 0 -> 27553 bytes cadetgui/widgets/chrome.css | 97 +++++++++++++++++++++++- cadetgui/widgets/composite/workbench.py | 88 +++++++++++++++++++++ examples/workbench.ipynb | 61 +++++++++++++++ tests/test_workbench.py | 58 ++++++++++++++ 6 files changed, 310 insertions(+), 2 deletions(-) create mode 100644 cadetgui/widgets/assets/cadet_logo.png create mode 100644 cadetgui/widgets/composite/workbench.py create mode 100644 examples/workbench.ipynb create mode 100644 tests/test_workbench.py diff --git a/cadetgui/widgets/_chrome.py b/cadetgui/widgets/_chrome.py index 176e2dc..bfeb2dd 100644 --- a/cadetgui/widgets/_chrome.py +++ b/cadetgui/widgets/_chrome.py @@ -3,9 +3,12 @@ # ========================================= from __future__ import annotations +import base64 from pathlib import Path _CSS = (Path(__file__).parent / "chrome.css").read_text() +_LOGO_PNG = (Path(__file__).parent / "assets" / "cadet_logo.png").read_bytes() +_LOGO_DATA_URI = f"data:image/png;base64,{base64.b64encode(_LOGO_PNG).decode('ascii')}" def style_tag() -> str: @@ -14,3 +17,8 @@ def style_tag() -> str: See chrome.css for the class names (.cadetgui-panel, .cadetgui-section, ...). 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zt)qjh6ed7ut2+5sdfWW3eRX#e0GI9@fCRASHJ@F_sq=u&13C}rJfQPHhw;Gw0l=b?Tm8}klK=n!07*qo IM6N<$f@OmE#{d8T literal 0 HcmV?d00001 diff --git a/cadetgui/widgets/chrome.css b/cadetgui/widgets/chrome.css index 6f8f0c0..553c633 100644 --- a/cadetgui/widgets/chrome.css +++ b/cadetgui/widgets/chrome.css @@ -4,11 +4,28 @@ anywidget `_css`. Same --cg-* token names as elements/_shared.css so both layers read as one system. */ +.cadetgui-spinner { + display: inline-block; + width: 11px; + height: 11px; + margin-right: 6px; + border: 2px solid color-mix(in srgb, currentColor 25%, transparent); + border-top-color: currentColor; + border-radius: 50%; + vertical-align: -1px; + animation: cadetgui-spin 0.7s linear infinite; +} + +@keyframes cadetgui-spin { + to { transform: rotate(360deg); } +} + .cadetgui-panel { --cg-fg: #1f2937; --cg-muted: #6b7280; --cg-border: #d1d5db; - --cg-focus: #2563eb; + --cg-brand: #005b82; /* CADET logo navy -- fixed, not theme-swapped */ + --cg-focus: #005b82; --cg-danger: #dc2626; --cg-success: #059669; --cg-bg: #ffffff; @@ -26,7 +43,7 @@ --cg-fg: #e5e7eb; --cg-muted: #9ca3af; --cg-border: #4b5563; - --cg-focus: #60a5fa; + --cg-focus: #4fa8d1; --cg-danger: #f87171; --cg-success: #34d399; --cg-bg: #1f2937; @@ -138,3 +155,79 @@ font-size: 12.5px; padding: 10px; } + +/* ---- WorkbenchWidget: top bar + sidebar shell ---- */ + +.cadetgui-workbench { + gap: 0 !important; +} + +.cadetgui-topbar { + display: flex; + align-items: center; + gap: 10px; + padding: 10px 18px; + border-radius: var(--cg-radius) var(--cg-radius) 0 0; + /* Fixed white, not var(--cg-bg): the logo PNG's ink is a fixed navy, so it + needs a fixed light backdrop in both themes -- a dark-mode --cg-bg would + wash out the wordmark, which can't recolor itself. */ + background: #ffffff; + border-bottom: 3px solid var(--cg-brand); +} + +.cadetgui-topbar img { + height: 26px; + display: block; +} + +.cadetgui-topbar-title { + font-size: 15px; + font-weight: 600; + color: var(--cg-brand); + letter-spacing: 0.02em; +} + +.cadetgui-workbench-body { + display: flex; + flex-flow: row wrap; + align-items: flex-start; + border: 1px solid var(--cg-border); + border-top: none; + border-radius: 0 0 var(--cg-radius) var(--cg-radius); +} + +.cadetgui-sidebar-nav { + flex: 0 0 180px; + padding: 14px 10px; + border-right: 1px solid var(--cg-border); + align-self: stretch; +} + +/* ToggleButtons renders its own buttons in a row inside one wrapper div; + force that wrapper into a vertical stack instead of restyling the + picker itself -- keeps its built-in single-select/active-state behavior. */ +.cadetgui-sidebar-nav > div { + display: flex; + flex-direction: column; + gap: 4px; +} + +.cadetgui-sidebar-nav .widget-toggle-button { + width: 100%; + justify-content: flex-start; + text-align: left; + background: transparent; + border-color: transparent; +} + +.cadetgui-sidebar-nav .widget-toggle-button.mod-active { + background: var(--cg-focus); + border-color: var(--cg-focus); + color: #ffffff; +} + +.cadetgui-workbench-content { + flex: 1 1 480px; + min-width: 0; + padding: 16px; +} diff --git a/cadetgui/widgets/composite/workbench.py b/cadetgui/widgets/composite/workbench.py new file mode 100644 index 0000000..7b13462 --- /dev/null +++ b/cadetgui/widgets/composite/workbench.py @@ -0,0 +1,88 @@ +# ========================================= +# File: cadetgui/widgets/composite/workbench.py +# ========================================= +from __future__ import annotations + +from typing import Dict, Optional + +import ipywidgets as W + +from .._chrome import logo_data_uri, style_tag +from .configuration import ConfigurationWidget +from .data_import import DataImportWidget +from .solution import SolutionWidget + +__all__ = ["WorkbenchWidget"] + +_STEPS = ("Configuration", "Simulation", "Experimental Data") + + +class WorkbenchWidget: + """Top-level shell: a sidebar-navigated Configuration/Simulation/Data page. + + Builds and wires a `ConfigurationWidget`, `SolutionWidget`, and + `DataImportWidget` together (same bindings as + examples/configuration_and_solution.ipynb), showing exactly one at a time + via a left sidebar instead of stacking all three inline. Each stays a + plain attribute (`.configuration`/`.solution`/`.data`) for scripting — + the shell is purely a navigation convenience, not a black box. + """ + + def __init__( + self, + *, + configuration: Optional[ConfigurationWidget] = None, + solution: Optional[SolutionWidget] = None, + data: Optional[DataImportWidget] = None, + ) -> None: + self.configuration = configuration or ConfigurationWidget() + self.solution = solution or SolutionWidget() + self.data = data or DataImportWidget() + + self.solution.bind_to_config(self.configuration) + self.solution.bind_to_data(self.data) + + self._panes: Dict[str, W.Widget] = { + "Configuration": self.configuration.root, + "Simulation": self.solution.root, + "Experimental Data": self.data.root, + } + for root in self._panes.values(): + root.layout.display = "none" + + self._nav = W.ToggleButtons(options=list(_STEPS)) + self._nav.add_class("cadetgui-sidebar-nav") + self._nav.observe(self._on_nav_change, names="index") + + self._content = W.VBox(list(self._panes.values())) + self._content.add_class("cadetgui-workbench-content") + + top_bar = W.HTML( + "
" + f"CADET" + "Workbench" + "
" + ) + body = W.HBox([self._nav, self._content]) + body.add_class("cadetgui-workbench-body") + + self.root = W.VBox([W.HTML(style_tag()), top_bar, body]) + self.root.add_class("cadetgui-panel") + self.root.add_class("cadetgui-workbench") + + self._show(_STEPS[0]) + + def _on_nav_change(self, change: dict) -> None: + if change.get("name") != "index": + return + self._show(_STEPS[change["new"]]) + + def _show(self, step: str) -> None: + for name, root in self._panes.items(): + root.layout.display = "" if name == step else "none" + + def display(self) -> None: + """Render this widget in a Jupyter cell.""" + from IPython.display import display as _display + + _display(self.root) diff --git a/examples/workbench.ipynb b/examples/workbench.ipynb new file mode 100644 index 0000000..1a0939f --- /dev/null +++ b/examples/workbench.ipynb @@ -0,0 +1,61 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "workbench-cell", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/IBT/lanzrath/CADET/CADET-Process/CADETProcess/modelBuilder/batchElutionBuilder.py:62: UserWarning: Renaming column to `column` for consistency\n", + " warnings.warn(\"Renaming column to `column` for consistency\")\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "b391b307a3104130bb50b3d85e515b9c", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "VBox(children=(HTML(value='\n\"\"\"\n\nheader = W.HTML(\n \"
\"\n \"

CADET-GUI

\"\n \"

Configure a standard chromatography process, run it, and compare against measured data — powered by CADET-Process.

\"\n \"
\"\n)\n\nconfig = ConfigurationWidget()\nsolution = SolutionWidget()\nsolution.bind_to_config(config)\n\n# Analysis: import experimental data and compare it against a simulation run.\ndata = DataImportWidget()\nsolution.bind_to_data(data)\n\n\ndef tab_page(widget_root):\n page = W.VBox([widget_root])\n page.add_class(\"cadetgui-tab-page\")\n return page\n\n\ntabs = W.Tab(children=[tab_page(config.root), tab_page(solution.root), tab_page(data.root)])\ntabs.set_title(0, \"Configuration\")\ntabs.set_title(1, \"Solution\")\ntabs.set_title(2, \"Analysis\")\n\napp = W.VBox([W.HTML(PAGE_CSS), header, tabs])\napp.add_class(\"cadetgui-app\")\n\ndisplay(app)", "metadata": {}, - "execution_count": null, - "outputs": [] + "outputs": [], + "source": "import ipywidgets as W\nfrom cadetgui.widgets.composite import (\n ConfigurationWidget,\n DataImportWidget,\n SolutionWidget,\n)\nfrom IPython.display import display\n\nPAGE_CSS = \"\"\"\n\n\"\"\"\n\nheader = W.HTML(\n \"
\"\n \"

CADET-GUI

\"\n \"

Configure a standard chromatography process, run it, and compare against \"\n \"measured data — powered by CADET-Process.

\"\n \"
\"\n)\n\nconfig = ConfigurationWidget()\nsolution = SolutionWidget()\nsolution.bind_to_config(config)\n\ndata = DataImportWidget()\nsolution.bind_to_data(data)\n\n\ndef tab_page(widget_root: W.Widget) -> W.VBox:\n \"\"\"Wrap a widget root in the shared tab-page padding class.\"\"\"\n page = W.VBox([widget_root])\n page.add_class(\"cadetgui-tab-page\")\n return page\n\n\ntabs = W.Tab(children=[tab_page(config.root), tab_page(solution.root), tab_page(data.root)])\ntabs.set_title(0, \"Configuration\")\ntabs.set_title(1, \"Solution\")\ntabs.set_title(2, \"Analysis\")\n\napp = W.VBox([W.HTML(PAGE_CSS), header, tabs])\napp.add_class(\"cadetgui-app\")\n\ndisplay(app)" } ], "metadata": { diff --git a/tests/test_configuration.py b/tests/test_configuration.py index 2440960..6b44044 100644 --- a/tests/test_configuration.py +++ b/tests/test_configuration.py @@ -433,7 +433,7 @@ def test_cycle_time_slider_is_capped_at_300_minutes_by_default(): def test_cycle_time_slider_cap_stretches_to_fit_an_existing_larger_value(): cw = ConfigurationWidget() - cw._model_form.element("cycle_time").value = 400.0 * 60.0 # already above the 300min cap + cw._model_form.element("cycle_time").value = 400.0 * 60.0 # 400 min is above the 300 min cap cw._rebuild_event_sliders() # normally triggered by a rebuild, called directly here @@ -445,11 +445,11 @@ def test_switching_column_type_rebuilds_event_sliders_without_stale_links(): cw = ConfigurationWidget() old_slider = cw._event_sliders["flow_rate"] - cw._column_picker.selected_index = 1 # GRM -> LRMP + cw._column_picker.selected_index = 1 # switch column from GRM (default) to LRMP new_slider = cw._event_sliders["flow_rate"] assert new_slider is not old_slider - old_slider.value = old_slider.value + 1.0 # must no longer affect the live form + old_slider.value = old_slider.value + 1.0 # stale slider is disconnected from the current form assert cw._model_form.element("flow_rate").value != old_slider.value diff --git a/tests/test_workbench.py b/tests/test_workbench.py index d031c4d..0b73385 100644 --- a/tests/test_workbench.py +++ b/tests/test_workbench.py @@ -44,7 +44,11 @@ def test_workbench_config_edits_still_flow_through_to_solution(): def test_workbench_accepts_prebuilt_widgets(): - from cadetgui.widgets.composite import ConfigurationWidget, DataImportWidget, SolutionWidget + from cadetgui.widgets.composite import ( + ConfigurationWidget, + DataImportWidget, + SolutionWidget, + ) cw = ConfigurationWidget() sw = SolutionWidget() From d8808f82711ac25eb322412c3b270037e341cf15 Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Wed, 9 Sep 2026 13:45:37 +0200 Subject: [PATCH 055/158] Add own Process Template "Pulse Feed" --- cadetgui/cadetprocessadapter.py | 109 ++++++++++++++++++-- cadetgui/widgets/composite/configuration.py | 42 +++++--- tests/test_configuration.py | 61 +++++++++++ 3 files changed, 193 insertions(+), 19 deletions(-) diff --git a/cadetgui/cadetprocessadapter.py b/cadetgui/cadetprocessadapter.py index 2d0b342..cdde1a8 100644 --- a/cadetgui/cadetprocessadapter.py +++ b/cadetgui/cadetprocessadapter.py @@ -9,12 +9,16 @@ ChromatographicColumnBase, ComponentSystem, Cstr, + FlowSheet, GeneralRateModel, + Inlet, Langmuir, Linear, LumpedRateModelWithoutPores, LumpedRateModelWithPores, NoBinding, + Outlet, + Process, StericMassAction, ) @@ -29,7 +33,7 @@ class FieldSpec: """Describes one form field: its kind, default, bounds, and validation.""" name: str - kind: Literal["float", "float_list", "bool", "text"] + kind: Literal["float", "float_list", "bool", "text", "choice"] label: str | None = None default: Any = None transform: Callable | None = None @@ -38,6 +42,8 @@ class FieldSpec: max: float | None = None units: str | None = None component_names: tuple[str, ...] | None = None + # "choice" only: (label, value) options for the dropdown. + options: tuple[tuple[str, Any], ...] | None = None def require_positive(x: Any) -> None: @@ -59,6 +65,8 @@ def parse_float_list(v: Any) -> list[float]: return vals +CONCENTRATION_UNITS = "mol/m^3_IV" + # Units: mol/m^3_IV (inlet.rst CONST_COEFF), s (solver.rst SECTION_TIMES), # flow_rate m^3/s by consistency with CADET-Core's other flow-rate fields. # @@ -82,6 +90,10 @@ def parse_float_list(v: Any) -> list[float]: "cycle_time", "float", "Cycle time", 6000.0, validate=require_positive, units="s", ), + "pulse_duration": FieldSpec( + "pulse_duration", "float", "Pulse duration", 60.0, + validate=require_positive, units="s", + ), "wash_duration": FieldSpec( "wash_duration", "float", "Wash duration", 10.0, validate=require_positive, units="s", @@ -103,6 +115,12 @@ class ModelSpec: title: str fields: list[FieldSpec] = field(default_factory=list) build: Callable[[Mapping[str, Any]], Any] | None = None + # Script lines constructing `process` from `column`/`component_system`, for + # export_script(). None means the default `Cls(column=column, **values)` + # pattern (true for a CADET-Process model-builder like BatchElution/LWE); + # a model that wires its own flow sheet instead (e.g. Pulse Feed) provides + # its own. + export: Callable[[Mapping[str, Any]], list[str]] | None = None def _pick(keys: Sequence[str]) -> list[FieldSpec]: @@ -110,14 +128,14 @@ def _pick(keys: Sequence[str]) -> list[FieldSpec]: def _concentration_field( - name: str, label: str, default_scalar: float, column: ChromatographicColumnBase + name: str, label: str, default_scalar: float, unit: Any ) -> FieldSpec: - """Per-component concentration field, sized/named from the column's ComponentSystem.""" - names = tuple(column.component_system.names) + """Per-component concentration field, sized/named from the unit's ComponentSystem.""" + names = tuple(unit.component_system.names) n_comp = len(names) or 1 return FieldSpec( name, "float_list", label, [default_scalar] * n_comp, - transform=parse_float_list, units="mol/m^3_IV", component_names=names, + transform=parse_float_list, units=CONCENTRATION_UNITS, component_names=names, ) @@ -170,10 +188,89 @@ def _build(v: Mapping[str, Any]) -> Any: return ModelSpec(title="Load–Wash–Elute (LWE)", fields=fields, build=_build) +def pulse_feed_spec(unit: Any) -> ModelSpec: + """Build the Pulse Feed (Single Component) model's ModelSpec for the given unit. + + Unlike Batch Elution/LWE, this isn't a CADET-Process model-builder class -- + there is no predefined one for a plain feed-into-unit setup -- so it wires + the flow sheet and events directly. Works with any unit operation, not + just a `ChromatographicColumnBase` (e.g. `Cstr`, which isn't one). + """ + names = tuple(unit.component_system.names) + + def _c_feed(v: Mapping[str, Any]) -> list[float]: + c_feed = [0.0] * (len(names) or 1) + if v["component"] in names: + c_feed[names.index(v["component"])] = float(v["concentration"]) + return c_feed + + def _build(v: Mapping[str, Any]) -> Any: + component_system = unit.component_system + feed = Inlet(component_system, name="feed") + feed.flow_rate = float(v["flow_rate"]) + outlet = Outlet(component_system, name="outlet") + + flow_sheet = FlowSheet(component_system) + flow_sheet.add_unit(feed, feed_inlet=True) + flow_sheet.add_unit(unit) + flow_sheet.add_unit(outlet, product_outlet=True) + flow_sheet.add_connection(feed, unit) + flow_sheet.add_connection(unit, outlet) + + process = Process(flow_sheet, "Pulse Feed") + process.cycle_time = float(v["cycle_time"]) + process.add_duration("pulse_duration", float(v["pulse_duration"])) + + c_feed = _c_feed(v) + process.add_event("pulse_on", "flow_sheet.feed.c", c_feed) + process.add_event("pulse_off", "flow_sheet.feed.c", [0.0] * len(c_feed)) + process.add_event_dependency("pulse_off", ["pulse_on", "pulse_duration"], [1, 1]) + return process + + def _export(v: Mapping[str, Any]) -> list[str]: + c_feed = _c_feed(v) + c_off = [0.0] * len(c_feed) + return [ + "", + "feed = Inlet(component_system, name='feed')", + f"feed.flow_rate = {float(v['flow_rate'])!r}", + "outlet = Outlet(component_system, name='outlet')", + "", + "flow_sheet = FlowSheet(component_system)", + "flow_sheet.add_unit(feed, feed_inlet=True)", + "flow_sheet.add_unit(column)", + "flow_sheet.add_unit(outlet, product_outlet=True)", + "flow_sheet.add_connection(feed, column)", + "flow_sheet.add_connection(column, outlet)", + "", + "process = Process(flow_sheet, 'Pulse Feed')", + f"process.cycle_time = {float(v['cycle_time'])!r}", + f"process.add_duration('pulse_duration', {float(v['pulse_duration'])!r})", + f"process.add_event('pulse_on', 'flow_sheet.feed.c', {c_feed!r})", + f"process.add_event('pulse_off', 'flow_sheet.feed.c', {c_off!r})", + "process.add_event_dependency('pulse_off', ['pulse_on', 'pulse_duration'], [1, 1])", + ] + + fields = [ + FieldSpec( + "component", "choice", "Component", names[0] if names else None, + options=tuple((n, n) for n in names), + ), + FieldSpec( + "concentration", "float", "Pulse concentration", 10.0, units=CONCENTRATION_UNITS, + ), + *_pick(["flow_rate", "pulse_duration", "cycle_time"]), + ] + return ModelSpec( + title="Pulse Feed (Single Component)", fields=fields, build=_build, export=_export + ) + + # CLR/Flip-Flop/MRSSR: see ai-docs/REQUIREMENTS.md "Open decisions". -MODEL_REGISTRY: dict[str, Callable[[ChromatographicColumnBase], ModelSpec]] = { +MODEL_REGISTRY: dict[str, Callable[[Any], ModelSpec]] = { "Batch Elution": batch_elution_spec, "Load–Wash–Elute (LWE)": lwe_spec, + "Pulse Feed (Single Component)": pulse_feed_spec, } ColumnFactory = Callable[[ComponentSystem], ChromatographicColumnBase] diff --git a/cadetgui/widgets/composite/configuration.py b/cadetgui/widgets/composite/configuration.py index 0402437..d739871 100644 --- a/cadetgui/widgets/composite/configuration.py +++ b/cadetgui/widgets/composite/configuration.py @@ -6,6 +6,7 @@ from CADETProcess.processModel import ComponentSystem from ...cadetprocessadapter import ( + CONCENTRATION_UNITS, DEFAULT_BINDING_FACTORIES, DEFAULT_COLUMN_FACTORIES, MODEL_REGISTRY, @@ -481,12 +482,16 @@ def _redraw_event_plot(self) -> None: quantities = {name.split(".")[-1] for name in process.parameter_timelines} if len(quantities) == 1: quantity = next(iter(quantities)) - quantity_label = quantity.replace("_", " ").capitalize() - self._event_chart.y_label = ( - f"{quantity_label} / {PARAMS['flow_rate'].units}" - if quantity == "flow_rate" - else quantity_label - ) + quantity_units = { + "flow_rate": PARAMS["flow_rate"].units, + "c": CONCENTRATION_UNITS, + } + units = quantity_units.get(quantity) + if quantity == "c": + label = "Concentration" + else: + label = quantity.replace("_", " ").capitalize() + self._event_chart.y_label = f"{label} / {units}" if units else label else: self._event_chart.y_label = "state" self._event_chart.series = series @@ -515,12 +520,19 @@ def export_script(self) -> str: col_cls = type(column) bind_cls = type(binding_model) proc_cls = type(self.process) + model_spec = self._model_form.spec - lines = [ + imports = [ f"from {cs_cls.__module__} import {cs_cls.__name__}", f"from {col_cls.__module__} import {col_cls.__name__}", f"from {bind_cls.__module__} import {bind_cls.__name__}", f"from {proc_cls.__module__} import {proc_cls.__name__}", + ] + if model_spec.export is not None: + imports.append("from CADETProcess.processModel import FlowSheet, Inlet, Outlet") + + lines = [ + *imports, "", f"component_system = {cs_cls.__name__}({self._components.value!r})", "", @@ -537,12 +549,16 @@ def export_script(self) -> str: for name, value in self._binding_form.collect_values().items(): lines.append(f"column.binding_model.{name} = {value!r}") - lines.append("") - lines.append(f"process = {proc_cls.__name__}(") - lines.append(" column=column,") - for name, value in self._model_form.collect_values().items(): - lines.append(f" {name}={value!r},") - lines.append(")") + model_values = self._model_form.collect_values() + if model_spec.export is not None: + lines.extend(model_spec.export(model_values)) + else: + lines.append("") + lines.append(f"process = {proc_cls.__name__}(") + lines.append(" column=column,") + for name, value in model_values.items(): + lines.append(f" {name}={value!r},") + lines.append(")") return "\n".join(lines) diff --git a/tests/test_configuration.py b/tests/test_configuration.py index 6b44044..700d6bc 100644 --- a/tests/test_configuration.py +++ b/tests/test_configuration.py @@ -540,3 +540,64 @@ def test_fixing_an_invalid_value_recommits_automatically(): assert cw._model_form.is_valid assert cw._model_form.built is not None assert cw.process is cw._model_form.built + + +def test_pulse_feed_builds_a_process_for_a_cstr(): + cw = ConfigurationWidget() + cw._column_picker.value = cw._columns["Continuous Stirred Tank Reactor (CSTR)"] + cw._model_picker.value = cw._registry["Pulse Feed (Single Component)"] + + assert type(cw.process).__name__ == "Process" + assert cw.process.cycle_time == 6000.0 + timeline = cw.process.parameter_timelines["flow_sheet.feed.c"] + assert timeline.value([0.0]).flatten().tolist() == [10.0] + assert timeline.value([70.0]).flatten().tolist() == [0.0] # past the 60s pulse_duration + + +def test_pulse_feed_component_picker_targets_only_the_selected_component(): + cw = ConfigurationWidget() + cw._column_picker.value = cw._columns["Continuous Stirred Tank Reactor (CSTR)"] + cw._components.value = ["Salt", "Protein"] + cw._model_picker.value = cw._registry["Pulse Feed (Single Component)"] + + component = cw._model_form.element("component") + assert component.option_labels == ["Salt", "Protein"] + timeline = cw.process.parameter_timelines["flow_sheet.feed.c"] + assert timeline.value([0.0]).flatten().tolist() == [10.0, 0.0] + + component.value = "Protein" + + timeline = cw.process.parameter_timelines["flow_sheet.feed.c"] + assert timeline.value([0.0]).flatten().tolist() == [0.0, 10.0] + + +def test_pulse_feed_event_chart_shows_feed_concentration(): + cw = ConfigurationWidget() + cw._column_picker.value = cw._columns["Continuous Stirred Tank Reactor (CSTR)"] + cw._model_picker.value = cw._registry["Pulse Feed (Single Component)"] + + assert [s["name"] for s in cw._event_chart.series] == ["Feed"] + assert cw._event_chart.y_label == "Concentration / mol/m^3_IV" + + +def test_pulse_feed_gets_sliders_for_its_scalar_fields_but_not_the_component_picker(): + cw = ConfigurationWidget() + cw._column_picker.value = cw._columns["Continuous Stirred Tank Reactor (CSTR)"] + cw._model_picker.value = cw._registry["Pulse Feed (Single Component)"] + + assert set(cw._event_sliders) == {"concentration", "flow_rate", "pulse_duration", "cycle_time"} + + +def test_pulse_feed_export_script_round_trips(): + cw = ConfigurationWidget() + cw._column_picker.value = cw._columns["Continuous Stirred Tank Reactor (CSTR)"] + cw._model_picker.value = cw._registry["Pulse Feed (Single Component)"] + + script = cw.export_script() + ns: dict = {} + exec(compile(script, "", "exec"), ns) # noqa: S102 + + assert ns["process"].cycle_time == cw.process.cycle_time + exported_timeline = ns["process"].parameter_timelines["flow_sheet.feed.c"] + original_timeline = cw.process.parameter_timelines["flow_sheet.feed.c"] + assert exported_timeline.value([0.0]).tolist() == original_timeline.value([0.0]).tolist() From bcb8326c45200d5d586b7cdde0e4dbf53e8515e9 Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Wed, 9 Sep 2026 13:46:34 +0200 Subject: [PATCH 056/158] Fix whitespace issue for multiple components --- cadetgui/widgets/elements/_shared.css | 17 +++++++++++++---- cadetgui/widgets/forms/renderer.py | 23 ++++++++++++++++++----- 2 files changed, 31 insertions(+), 9 deletions(-) diff --git a/cadetgui/widgets/elements/_shared.css b/cadetgui/widgets/elements/_shared.css index 18f4c9f..68d79f1 100644 --- a/cadetgui/widgets/elements/_shared.css +++ b/cadetgui/widgets/elements/_shared.css @@ -170,10 +170,19 @@ } .cadetgui-field-list-stacked > .cadetgui-field-list-body { - /* A small nesting indent under the label, not all the way out to where - other fields' inputs start (calc(140px + 0.6rem) read as pushed too - far right compared to every other field). */ - padding-left: 1rem; + /* Matches the label width + gap of every other field's row layout, so + the input column doesn't jump sideways the moment a second row makes + this field switch from row to stacked layout. */ + padding-left: calc(140px + 0.6rem); +} + +.cadetgui-field-list-stacked > .cadetgui-field-label { + /* .cadetgui-field-label's flex: 0 0 140px pins its *main-axis* size to + 140px -- width in the normal row layout, but height once the stacked + variant switches to flex-direction: column, leaving a 140px-tall blank + label box above the rows. Reset it to size from content instead. */ + width: auto; + flex: 0 0 auto; } .cadetgui-field-list-body { diff --git a/cadetgui/widgets/forms/renderer.py b/cadetgui/widgets/forms/renderer.py index f9cf9ae..55da91d 100644 --- a/cadetgui/widgets/forms/renderer.py +++ b/cadetgui/widgets/forms/renderer.py @@ -6,7 +6,14 @@ from ...cadetprocessadapter import FieldSpec, ModelSpec from .._chrome import style_tag -from ..elements import BoolField, Element, FloatField, FloatListField, TextField +from ..elements import ( + BoolField, + ChoiceField, + Element, + FloatField, + FloatListField, + TextField, +) __all__ = ["FormRenderer", "element_for_field"] @@ -19,6 +26,8 @@ def _coerced_default(f: FieldSpec) -> Any: return list(f.default) if f.default else [0.0] if f.kind == "bool": return bool(f.default) + if f.kind == "choice": + return f.default return str(f.default) if f.default is not None else "" @@ -44,6 +53,9 @@ def _coerced_default(f: FieldSpec) -> Any: "text": lambda f: TextField( label=f.label or f.name, value=_coerced_default(f), units=f.units, validate=f.validate ), + "choice": lambda f: ChoiceField( + label=f.label or f.name, options=f.options or (), value=_coerced_default(f) + ), } @@ -68,7 +80,10 @@ def __init__( self._elements: Dict[str, Element] = {f.name: element_for_field(f) for f in spec.fields} for element in self._elements.values(): - element.observe(self._on_field_changed, names="value") + # Not always "value" itself: ChoiceField's `value` is a plain + # property over `selected_index` (see Element._value_trait_name), + # since its true value isn't JSON-serializable. + element.observe(self._on_field_changed, names=element._value_trait_name) self._btn_reset = W.Button(description="Reset") self._btn_reset.on_click(self._on_reset) @@ -99,9 +114,7 @@ def collect_values(self) -> Dict[str, Any]: values[f.name] = f.transform(raw) if f.transform else raw return values - def _on_field_changed(self, change: dict) -> None: - if change.get("name") != "value": - return + def _on_field_changed(self, _change: dict) -> None: self._commit() def _commit(self) -> None: From 00d485e6d0f89861b156da3b1c7d3782961bb61d Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Wed, 9 Sep 2026 14:34:32 +0200 Subject: [PATCH 057/158] Force minimum number of components for LWE and BE --- cadetgui/widgets/chrome.css | 9 +++ cadetgui/widgets/composite/configuration.py | 64 ++++++++++++++++++- cadetgui/widgets/elements/_shared.css | 7 ++ .../widgets/elements/component_list_field.js | 15 ++++- .../widgets/elements/component_list_field.py | 6 +- tests/test_configuration.py | 40 +++++++++--- 6 files changed, 127 insertions(+), 14 deletions(-) diff --git a/cadetgui/widgets/chrome.css b/cadetgui/widgets/chrome.css index 553c633..ea7ca19 100644 --- a/cadetgui/widgets/chrome.css +++ b/cadetgui/widgets/chrome.css @@ -106,6 +106,15 @@ color: var(--cg-muted); } +.cadetgui-note { + font-size: 12.5px; + color: var(--cg-muted); + padding: 6px 10px; + border-left: 3px solid var(--cg-focus); + background: color-mix(in srgb, var(--cg-focus) 8%, transparent); + border-radius: 0 var(--cg-radius) var(--cg-radius) 0; +} + /* ipywidgets renders Button/Dropdown/etc. as .jupyter-widgets + a specific widget class — target broadly so this covers plain ipywidgets controls used for layout/actions (Button, BoundedIntText) inside our panels. */ diff --git a/cadetgui/widgets/composite/configuration.py b/cadetgui/widgets/composite/configuration.py index d739871..3772b47 100644 --- a/cadetgui/widgets/composite/configuration.py +++ b/cadetgui/widgets/composite/configuration.py @@ -12,7 +12,9 @@ MODEL_REGISTRY, MULTIPLEXABLE_COLUMN_PARAMS, PARAMS, + batch_elution_spec, build_parameter_config_spec, + lwe_spec, require_positive, ) from .._chrome import style_tag @@ -23,6 +25,10 @@ _CYCLE_TIME_SLIDER_MAX_SECONDS = 300.0 * 60.0 +# These templates model a buffer/salt gradient against a load, which is +# meaningless with a single component -- auto-add a second one on selection. +_TEMPLATES_REQUIRING_MULTIPLE_COMPONENTS = frozenset({batch_elution_spec, lwe_spec}) + def _round_10sf(v: float) -> float: """Round to 10 significant figures, clearing browser-slider float noise.""" @@ -106,6 +112,8 @@ def __init__( self._process_settings_box.add_class("cadetgui-settings-box") self._components = ComponentListField(label="Components:") + self._component_note = W.HTML(layout=W.Layout(display="none")) + self._component_note.add_class("cadetgui-note") self._column_picker = ChoiceField( label="Column Model:", options=list(self._columns.items()) ) @@ -132,6 +140,7 @@ def __init__( [ W.HTML("
Component System
"), self._components, + self._component_note, ] ) components_section.add_class("cadetgui-section") @@ -211,10 +220,12 @@ def __init__( self._components.observe(self._on_components_change, names="value") self._column_picker.observe(self._on_selection_change, names="selected_index") self._binding_picker.observe(self._on_selection_change, names="selected_index") - self._model_picker.observe(self._on_selection_change, names="selected_index") + self._model_picker.observe(self._on_model_selection_change, names="selected_index") self._btn_export.on_click(self._on_export) - self._rebuild_forms() + self._sync_component_minimum() + if not self._maybe_autoadd_component(): + self._rebuild_forms() def add_listener(self, fn: Callable[[Any], None]) -> None: """Register a callback fired with `.process` on every successful build.""" @@ -257,6 +268,47 @@ def _on_selection_change(self, change: dict) -> None: return self._rebuild_forms() + def _on_model_selection_change(self, change: dict) -> None: + if change.get("name") != "selected_index": + return + self._sync_component_minimum() + if self._maybe_autoadd_component(): + return # setting self._components.value already rebuilt the forms + self._rebuild_forms() + + def _required_min_components(self) -> int: + model_fn = self._model_picker.value + return 2 if model_fn in _TEMPLATES_REQUIRING_MULTIPLE_COMPONENTS else 1 + + def _sync_component_minimum(self) -> None: + """Raise/lower the component list's floor to match the selected template. + + Also drives the info note next to it and (via `min_components`) greys + out the list's remove button once the row count hits the floor. + """ + required = self._required_min_components() + self._components.min_components = required + if required > 1: + self._component_note.value = ( + "The process template you selected does not allow less than" + f" {required} components." + ) + self._component_note.layout.display = "" + else: + self._component_note.layout.display = "none" + + def _maybe_autoadd_component(self) -> bool: + """Add a second component when a gradient template needs one but only one exists.""" + required = self._required_min_components() + names = self._components.value + if len(names) < required: + self._components.value = [ + *names, + *(f"Component {i}" for i in range(len(names) + 1, required + 1)), + ] + return True + return False + def _on_toggle_settings(self, _btn: Any) -> None: shown = self._settings_box.layout.display != "none" self._settings_box.layout.display = "none" if shown else "" @@ -471,8 +523,14 @@ def _redraw_event_plot(self) -> None: parts = name.split(".") unit_op = parts[-2] if len(parts) >= 2 else name display_name = unit_op.replace("_", " ").capitalize() + component_names = self._components.value for col in range(n_cols): - label = display_name if n_cols == 1 else f"{display_name} [{col}]" + if n_cols == 1: + label = display_name + elif col < len(component_names): + label = f"{display_name} ({component_names[col]})" + else: + label = f"{display_name} [{col}]" values = [ float(row[col]) if isinstance(row, (list, tuple)) else float(row) for row in raw diff --git a/cadetgui/widgets/elements/_shared.css b/cadetgui/widgets/elements/_shared.css index 68d79f1..773e76c 100644 --- a/cadetgui/widgets/elements/_shared.css +++ b/cadetgui/widgets/elements/_shared.css @@ -224,6 +224,13 @@ color: var(--cg-focus); } +.cadetgui-field-list-row button:disabled { + cursor: not-allowed; + opacity: 0.4; + border-color: var(--cg-border); + color: var(--cg-muted); +} + .cadetgui-field-list-add { width: fit-content; } diff --git a/cadetgui/widgets/elements/component_list_field.js b/cadetgui/widgets/elements/component_list_field.js index 69280ad..115f464 100644 --- a/cadetgui/widgets/elements/component_list_field.js +++ b/cadetgui/widgets/elements/component_list_field.js @@ -25,6 +25,14 @@ function render({ model, el }) { counter.textContent = `${n} component${n === 1 ? "" : "s"}`; } + function updateRemoveButtons() { + const min = model.get("min_components") || 1; + const atMin = rows.children.length <= min; + rows.querySelectorAll(".cadetgui-field-list-remove").forEach((btn) => { + btn.disabled = atMin; + }); + } + function commit() { model.set("value", currentNames()); model.save_changes(); @@ -43,12 +51,14 @@ function render({ model, el }) { const rm = document.createElement("button"); rm.type = "button"; + rm.className = "cadetgui-field-list-remove"; rm.textContent = "−"; rm.title = "Remove component"; rm.addEventListener("click", () => { - if (rows.children.length <= 1) return; // always keep at least one + if (rows.children.length <= (model.get("min_components") || 1)) return; row.remove(); commit(); + updateRemoveButtons(); }); row.appendChild(rm); @@ -64,6 +74,7 @@ function render({ model, el }) { // indented below) once there's more than one row. wrap.classList.toggle("cadetgui-field-list-stacked", list.length > 1); updateCounter(); + updateRemoveButtons(); } const addBtn = document.createElement("button"); @@ -73,6 +84,7 @@ function render({ model, el }) { addBtn.addEventListener("click", () => { addRow(`Component ${rows.children.length + 1}`); commit(); + updateRemoveButtons(); }); const controls = document.createElement("div"); @@ -96,6 +108,7 @@ function render({ model, el }) { model.on("change:value", syncFromModel); model.on("change:error", syncError); + model.on("change:min_components", updateRemoveButtons); model.on("change:label", () => { labelEl.textContent = model.get("label"); labelEl.title = model.get("label"); diff --git a/cadetgui/widgets/elements/component_list_field.py b/cadetgui/widgets/elements/component_list_field.py index 2e7d296..052eb7d 100644 --- a/cadetgui/widgets/elements/component_list_field.py +++ b/cadetgui/widgets/elements/component_list_field.py @@ -16,10 +16,14 @@ class ComponentListField(Element): """Editable list of named components: add/remove/rename rows, live count. Defaults to one component ("Component 1") — always at least one, since a - `ComponentSystem` with zero components isn't meaningful. + `ComponentSystem` with zero components isn't meaningful. `min_components` + raises that floor further (e.g. a process template that needs a salt plus + a product component); the JS side greys out the remove button once the + row count reaches it. """ value = T.List(T.Unicode()).tag(sync=True) + min_components = T.Int(1).tag(sync=True) _esm = _DIR / "component_list_field.js" _css = _DIR / "_shared.css" diff --git a/tests/test_configuration.py b/tests/test_configuration.py index 700d6bc..89b9993 100644 --- a/tests/test_configuration.py +++ b/tests/test_configuration.py @@ -49,14 +49,14 @@ def test_configuration_widget_rebuilds_forms_on_model_change(): def test_configuration_widget_rebuilds_column_on_component_change(): cw = ConfigurationWidget() original_column = cw._get_column() - assert original_column.n_comp == 1 + assert original_column.n_comp == 2 # Batch Elution's auto-added default - cw._components.value = ["Salt", "Protein"] + cw._components.value = ["Salt", "Protein", "Impurity"] new_column = cw._get_column() assert new_column is not original_column - assert new_column.n_comp == 2 - assert list(new_column.component_system.names) == ["Salt", "Protein"] - # the stale 1-component column must not linger in the cache + assert new_column.n_comp == 3 + assert list(new_column.component_system.names) == ["Salt", "Protein", "Impurity"] + # the stale 2-component column must not linger in the cache assert original_column not in cw._column_cache.values() @@ -187,11 +187,29 @@ def test_export_script_includes_binding_model_and_round_trips(): ) -def test_components_field_defaults_to_one_named_component(): +def test_components_field_defaults_to_two_named_components(): + # Batch Elution is the default template and needs a feed + eluent + # component, so construction auto-adds a second one (see + # _maybe_autoadd_component / _TEMPLATES_REQUIRING_MULTIPLE_COMPONENTS). cw = ConfigurationWidget() - assert cw._components.value == ["Component 1"] - assert cw._get_column().n_comp == 1 - assert list(cw._get_column().component_system.names) == ["Component 1"] + assert cw._components.value == ["Component 1", "Component 2"] + assert cw._get_column().n_comp == 2 + assert list(cw._get_column().component_system.names) == ["Component 1", "Component 2"] + + +def test_component_minimum_and_note_match_the_selected_template(): + cw = ConfigurationWidget() # defaults to Batch Elution + assert cw._components.min_components == 2 + assert cw._component_note.layout.display == "" + assert "2 components" in cw._component_note.value + + cw._model_picker.value = cw._registry["Pulse Feed (Single Component)"] + assert cw._components.min_components == 1 + assert cw._component_note.layout.display == "none" + + cw._model_picker.value = cw._registry["Load–Wash–Elute (LWE)"] + assert cw._components.min_components == 2 + assert cw._component_note.layout.display == "" def test_renaming_components_rebuilds_column_with_new_names(): @@ -546,6 +564,8 @@ def test_pulse_feed_builds_a_process_for_a_cstr(): cw = ConfigurationWidget() cw._column_picker.value = cw._columns["Continuous Stirred Tank Reactor (CSTR)"] cw._model_picker.value = cw._registry["Pulse Feed (Single Component)"] + # Pulse Feed doesn't need the second component Batch Elution auto-added. + cw._components.value = ["Component 1"] assert type(cw.process).__name__ == "Process" assert cw.process.cycle_time == 6000.0 @@ -575,6 +595,8 @@ def test_pulse_feed_event_chart_shows_feed_concentration(): cw = ConfigurationWidget() cw._column_picker.value = cw._columns["Continuous Stirred Tank Reactor (CSTR)"] cw._model_picker.value = cw._registry["Pulse Feed (Single Component)"] + # Pulse Feed doesn't need the second component Batch Elution auto-added. + cw._components.value = ["Component 1"] assert [s["name"] for s in cw._event_chart.series] == ["Feed"] assert cw._event_chart.y_label == "Concentration / mol/m^3_IV" From 10cd1fa7a9c50321a942dcb7783025a5c8af4261 Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Wed, 9 Sep 2026 15:30:23 +0200 Subject: [PATCH 058/158] Add optional column-parameter visibility toggle Column and binding forms only ever rendered CADET-Process's required_parameters, hiding everything with a built-in default (initial conditions, flow_direction, CSTR's flow_rate_filter, etc.) with no way to override it short of dropping to Python. A "Show optional parameters" checkbox in the Column Model section's settings gear now renders those too. --- cadetgui/cadetprocessadapter.py | 16 +++- cadetgui/parameters/interface.json | 87 ++++++++++++++++++- cadetgui/widgets/composite/configuration.py | 71 +++++++++++++-- .../widgets/elements/component_list_field.py | 5 +- tests/test_configuration.py | 65 +++++++++++++- tests/test_parameters.py | 3 +- 6 files changed, 230 insertions(+), 17 deletions(-) diff --git a/cadetgui/cadetprocessadapter.py b/cadetgui/cadetprocessadapter.py index cdde1a8..c8b93bc 100644 --- a/cadetgui/cadetprocessadapter.py +++ b/cadetgui/cadetprocessadapter.py @@ -461,13 +461,15 @@ def _coerce_to_kind(kind: str, val: Any) -> Any: def build_parameter_config_spec( - obj: Any, *, multiplex: Optional[Dict[str, bool]] = None + obj: Any, *, multiplex: Optional[Dict[str, bool]] = None, include_optional: bool = False ) -> ModelSpec: """Build a ModelSpec from any object exposing `required_parameters`. Generic over `obj` (column, binding model, ...) so the same function drives every form. `multiplex` only matters for - `MULTIPLEXABLE_COLUMN_PARAMS`. + `MULTIPLEXABLE_COLUMN_PARAMS`. `include_optional` also renders every + scalar/list parameter `obj` currently holds a value for, beyond + `required_parameters`. """ req = getattr(obj, "required_parameters", None) or [] names = _unique_preserve_order(list(req)) @@ -479,6 +481,16 @@ def build_parameter_config_spec( if category == "binding" and names: names.append("is_kinetic") + if include_optional: + # obj.parameters' values are frozen at construction time, not live -- + # read each one fresh via getattr. Structured (dict-valued) + # parameters aren't renderable by this generic per-parameter form. + optional_names = [ + p for p in getattr(obj, "parameters", {}) + if p not in names and isinstance(getattr(obj, p, None), (int, float, bool, list, tuple)) + ] + names.extend(optional_names) + component_names = tuple(obj.component_system.names) if hasattr(obj, "component_system") else () fields: list[FieldSpec] = [] kinds: dict[str, str] = {} diff --git a/cadetgui/parameters/interface.json b/cadetgui/parameters/interface.json index f77ed6d..2862883 100644 --- a/cadetgui/parameters/interface.json +++ b/cadetgui/parameters/interface.json @@ -88,6 +88,51 @@ "dtype": "float", "component_dependent": true, "description": "Effective pore diffusion coefficient per component.", "source": "interface/unit_operations/particle_config.rst PORE_DIFFUSION; cadetAdapter.py unit_parameters_map writes PAR_DIFFUSION for GeneralRateModel -- same doc/code name mismatch pattern as COL_LENGTH/BED_LENGTH, flagged not resolved." + }, + "c": { + "cp_name": "c", "co_name": "INIT_C", + "unit": "mol/m^3_IV", "min": 0.0, "min_exclusive": false, "max": null, + "dtype": "float", "component_dependent": true, + "description": "Initial concentration in the bulk mobile phase, per component.", + "source": "interface/unit_operations/axial_flow_column_1D_config.rst INIT_C; cadetAdapter.py unit_parameters_map maps INIT_C -> c the same way for every column model, including Cstr." + }, + "cp": { + "cp_name": "cp", "co_name": "INIT_CP", + "unit": "mol/m^3_MP", "min": 0.0, "min_exclusive": false, "max": null, + "dtype": "float", "component_dependent": true, + "description": "Initial concentration in the particle liquid (pore) phase, per component. Only meaningful for models with an explicit particle pore phase (GRM, LRMP).", + "source": "interface/unit_operations/particle_config.rst INIT_CP." + }, + "q": { + "cp_name": "q", "co_name": "INIT_Q", + "co_name_doc_variant": "INIT_CS", + "unit": "mol/m^3_SP", "min": 0.0, "min_exclusive": false, "max": null, + "dtype": "float", "component_dependent": true, + "description": "Initial concentration in the solid (bound) phase, per component. Stays unset (None, hidden) until a real binding model -- not NoBinding -- actually gives the column bound states.", + "source": "interface/unit_operations/particle_config.rst INIT_CS (the doc name for what cadetAdapter.py's unit_parameters_map calls INIT_Q for every column model -- same doc/code naming mismatch pattern as COL_LENGTH/BED_LENGTH)." + }, + "pore_accessibility": { + "cp_name": "pore_accessibility", "co_name": "PORE_ACCESSIBILITY", + "unit": null, "min": 0.0, "min_exclusive": true, "max": 1.0, "max_exclusive": false, + "dtype": "float", "component_dependent": true, + "description": "Fraction of pore volume accessible to each component (defaults to 1, i.e. fully accessible). Only meaningful for models with a particle pore phase (GRM, LRMP); CADET-Core's own docs say not to combine this with a binding model.", + "source": "interface/unit_operations/particle_config.rst PORE_ACCESSIBILITY." + }, + "surface_diffusion": { + "cp_name": "surface_diffusion", "co_name": "PAR_SURFDIFFUSION", + "co_name_doc_variant": "SURFACE_DIFFUSION", + "unit": "m^2_SP/s", "min": 0.0, "min_exclusive": false, "max": null, + "dtype": "float", "component_dependent": true, + "description": "Particle surface diffusion coefficient per bound state of each component. Only applied when CADET-Core's HAS_SURFACE_DIFFUSION flag is set, which the GUI doesn't currently expose -- this stays unset (None, hidden) here.", + "source": "interface/unit_operations/particle_config.rst SURFACE_DIFFUSION; cadetAdapter.py unit_parameters_map writes PAR_SURFDIFFUSION for GeneralRateModel -- same doc/code name mismatch pattern as COL_LENGTH/BED_LENGTH." + }, + "flow_direction": { + "cp_name": "flow_direction", "co_name": null, + "co_name_note": "Not written directly -- CADET-Process flips the sign of the VELOCITY it writes based on this Switch rather than passing it through as its own CADET-Core field.", + "unit": null, "min": -1.0, "min_exclusive": false, "max": 1.0, "max_exclusive": false, + "dtype": "float", "component_dependent": false, + "description": "Flow direction: 1 = forward, -1 = backward. CADET-Process's own Switch descriptor only accepts these two exact values; the bounded numeric field this renders as doesn't restrict entries to just them, same as any other min/max-bounded field -- CADET-Process's setter still rejects anything else on assignment.", + "source": "CADETProcess/processModel/unitOperation.py TubularReactorBase.flow_direction = Switch(valid=[-1, 1], default=1); interface/unit_operations/axial_flow_column_1D_config.rst VELOCITY (the field this sign is ultimately applied to)." } } }, @@ -102,7 +147,12 @@ "bed_porosity": { "$ref": "categories.column.models.GeneralRateModel.own_parameters.bed_porosity" }, "particle_porosity": { "$ref": "categories.column.models.GeneralRateModel.own_parameters.particle_porosity" }, "particle_radius": { "$ref": "categories.column.models.GeneralRateModel.own_parameters.particle_radius" }, - "film_diffusion": { "$ref": "categories.column.models.GeneralRateModel.own_parameters.film_diffusion" } + "film_diffusion": { "$ref": "categories.column.models.GeneralRateModel.own_parameters.film_diffusion" }, + "c": { "$ref": "categories.column.models.GeneralRateModel.own_parameters.c" }, + "cp": { "$ref": "categories.column.models.GeneralRateModel.own_parameters.cp" }, + "q": { "$ref": "categories.column.models.GeneralRateModel.own_parameters.q" }, + "pore_accessibility": { "$ref": "categories.column.models.GeneralRateModel.own_parameters.pore_accessibility" }, + "flow_direction": { "$ref": "categories.column.models.GeneralRateModel.own_parameters.flow_direction" } } }, "LumpedRateModelWithoutPores": { @@ -116,7 +166,10 @@ "dtype": "float", "component_dependent": false, "description": "Total porosity (bed + particle combined into one lumped value; there are no explicit particles in this model).", "source": "interface/unit_operations/axial_flow_column_1D_config.rst TOTAL_POROSITY." - } + }, + "c": { "$ref": "categories.column.models.GeneralRateModel.own_parameters.c" }, + "q": { "$ref": "categories.column.models.GeneralRateModel.own_parameters.q" }, + "flow_direction": { "$ref": "categories.column.models.GeneralRateModel.own_parameters.flow_direction" } } }, "Cstr": { @@ -129,6 +182,22 @@ "dtype": "float", "component_dependent": false, "description": "Initial liquid volume in the tank.", "source": "interface/unit_operations/cstr.rst INIT_LIQUID_VOLUME." + }, + "c": { "$ref": "categories.column.models.GeneralRateModel.own_parameters.c" }, + "q": { "$ref": "categories.column.models.GeneralRateModel.own_parameters.q" }, + "flow_rate_filter": { + "cp_name": "flow_rate_filter", "co_name": "FLOWRATE_FILTER", + "unit": "m^3/s", "min": 0.0, "min_exclusive": false, "max": null, + "dtype": "float", "component_dependent": false, + "description": "Flow rate of pure liquid (no components) leaving through the CSTR's filter, on top of its regular outlet flow.", + "source": "interface/unit_operations/cstr.rst FLOWRATE_FILTER." + }, + "const_solid_volume": { + "cp_name": "const_solid_volume", "co_name": "CONST_SOLID_VOLUME", + "unit": "m^3", "min": 0.0, "min_exclusive": false, "max": null, + "dtype": "float", "component_dependent": false, + "description": "Fixed solid-phase volume in the tank, for binding in a CSTR.", + "source": "interface/unit_operations/cstr.rst CONST_SOLID_VOLUME." } } } @@ -250,6 +319,20 @@ "dtype": "bool", "component_dependent": false, "description": "Kinetic (true) vs. quasi-stationary/rapid-equilibrium (false) adsorption. Not in CADET-Process's own required_parameters (it has a non-None default, True), so it never auto-renders -- build_parameter_config_spec adds it explicitly for binding models with a real isotherm.", "source": "CADETProcess/processModel/binding.py BindingBaseClass.is_kinetic (Bool, default True); interface/binding/multi_component_langmuir.rst IS_KINETIC." + }, + "reference_liquid_phase_conc": { + "cp_name": "reference_liquid_phase_conc", "co_name": "SMA_REFC0", + "unit": "mol/m^3_MP", "min": 0.0, "min_exclusive": true, "max": null, + "dtype": "float", "component_dependent": false, + "description": "Reference liquid phase concentration, used to normalize the adsorption term.", + "source": "interface/binding/steric_mass_action.rst SMA_REFC0." + }, + "reference_solid_phase_conc": { + "cp_name": "reference_solid_phase_conc", "co_name": "SMA_REFQ", + "unit": "mol/m^3_SP", "min": 0.0, "min_exclusive": true, "max": null, + "dtype": "float", "component_dependent": false, + "description": "Reference solid phase concentration, used to normalize the desorption term.", + "source": "interface/binding/steric_mass_action.rst SMA_REFQ." } } } diff --git a/cadetgui/widgets/composite/configuration.py b/cadetgui/widgets/composite/configuration.py index 3772b47..dab28bb 100644 --- a/cadetgui/widgets/composite/configuration.py +++ b/cadetgui/widgets/composite/configuration.py @@ -76,14 +76,20 @@ def __init__( for name, checkbox in self._multiplex_checkboxes.items(): checkbox.observe(self._make_on_multiplex_change(name), names="value") + self._show_optional_checkbox = W.Checkbox( + description="Show optional parameters", value=False, indent=False + ) + self._show_optional_checkbox.observe(self._on_show_optional_change, names="value") + self._btn_settings = W.Button( - icon="cog", tooltip="Column discretization settings", + icon="cog", tooltip="Column settings", layout=W.Layout(width="36px"), ) self._btn_settings.on_click(self._on_toggle_settings) self._settings_box = W.VBox( [ W.HTML("
Settings
"), + self._show_optional_checkbox, *self._multiplex_checkboxes.values(), ], layout=W.Layout(display="none"), @@ -91,6 +97,28 @@ def __init__( self._settings_box.add_class("cadetgui-section") self._settings_box.add_class("cadetgui-settings-box") + self._show_optional_binding_checkbox = W.Checkbox( + description="Show optional parameters", value=False, indent=False + ) + self._show_optional_binding_checkbox.observe( + self._on_show_optional_binding_change, names="value" + ) + + self._btn_binding_settings = W.Button( + icon="cog", tooltip="Binding settings", + layout=W.Layout(width="36px"), + ) + self._btn_binding_settings.on_click(self._on_toggle_binding_settings) + self._binding_settings_box = W.VBox( + [ + W.HTML("
Settings
"), + self._show_optional_binding_checkbox, + ], + layout=W.Layout(display="none"), + ) + self._binding_settings_box.add_class("cadetgui-section") + self._binding_settings_box.add_class("cadetgui-settings-box") + self._cycle_time_unit_checkbox = W.Checkbox( description="Show Cycle Time in Minutes", value=False, indent=False ) @@ -163,9 +191,17 @@ def __init__( column_section.add_class("cadetgui-section") column_section.add_class("cadetgui-section-half") - binding_section = W.VBox( + binding_header = W.HBox( [ W.HTML("
Binding Model
"), + self._btn_binding_settings, + ], + layout=W.Layout(justify_content="space-between", align_items="center"), + ) + binding_section = W.VBox( + [ + binding_header, + self._binding_settings_box, self._binding_picker, self._binding_form_box, ] @@ -313,6 +349,10 @@ def _on_toggle_settings(self, _btn: Any) -> None: shown = self._settings_box.layout.display != "none" self._settings_box.layout.display = "none" if shown else "" + def _on_toggle_binding_settings(self, _btn: Any) -> None: + shown = self._binding_settings_box.layout.display != "none" + self._binding_settings_box.layout.display = "none" if shown else "" + def _on_toggle_process_settings(self, _btn: Any) -> None: shown = self._process_settings_box.layout.display != "none" self._process_settings_box.layout.display = "none" if shown else "" @@ -326,6 +366,16 @@ def _on_change(change: dict) -> None: return _on_change + def _on_show_optional_change(self, change: dict) -> None: + if change.get("name") != "value": + return + self._rebuild_forms() + + def _on_show_optional_binding_change(self, change: dict) -> None: + if change.get("name") != "value": + return + self._rebuild_forms() + def _on_process_built(self, built: Any) -> None: self.process = built self._notify() @@ -346,12 +396,16 @@ def _rebuild_forms(self) -> None: applicable = column_params & MULTIPLEXABLE_COLUMN_PARAMS for name, checkbox in self._multiplex_checkboxes.items(): checkbox.layout.display = "" if name in applicable else "none" - self._btn_settings.layout.display = "" if applicable else "none" - if not applicable: - self._settings_box.layout.display = "none" + # "Show optional parameters" applies to every column model, unlike + # the multiplex checkboxes above -- the gear stays visible regardless + # of `applicable`. self._column_form = FormRenderer( - build_parameter_config_spec(column, multiplex=self._multiplex_state) + build_parameter_config_spec( + column, + multiplex=self._multiplex_state, + include_optional=self._show_optional_checkbox.value, + ) ) self._column_form_box.children = (self._column_form.root,) @@ -359,7 +413,10 @@ def _attach_binding(built: Any, col: Any = column) -> None: col.binding_model = built self._binding_form = FormRenderer( - build_parameter_config_spec(binding_model), on_built=_attach_binding + build_parameter_config_spec( + binding_model, include_optional=self._show_optional_binding_checkbox.value + ), + on_built=_attach_binding, ) self._binding_form_box.children = (self._binding_form.root,) diff --git a/cadetgui/widgets/elements/component_list_field.py b/cadetgui/widgets/elements/component_list_field.py index 052eb7d..10715a2 100644 --- a/cadetgui/widgets/elements/component_list_field.py +++ b/cadetgui/widgets/elements/component_list_field.py @@ -17,9 +17,8 @@ class ComponentListField(Element): Defaults to one component ("Component 1") — always at least one, since a `ComponentSystem` with zero components isn't meaningful. `min_components` - raises that floor further (e.g. a process template that needs a salt plus - a product component); the JS side greys out the remove button once the - row count reaches it. + raises that floor further; the JS side greys out the remove button once + the row count reaches it. """ value = T.List(T.Unicode()).tag(sync=True) diff --git a/tests/test_configuration.py b/tests/test_configuration.py index 89b9993..3e07210 100644 --- a/tests/test_configuration.py +++ b/tests/test_configuration.py @@ -294,10 +294,71 @@ def test_enabling_multiplex_switches_field_to_per_component(): assert by_name["film_diffusion"].kind == "float" -def test_multiplex_settings_hidden_for_column_without_any_applicable_param(): +def test_multiplex_checkboxes_hidden_for_column_without_any_applicable_param(): cw = ConfigurationWidget() cw._column_picker.value = cw._columns["Continuous Stirred Tank Reactor (CSTR)"] - assert cw._btn_settings.layout.display == "none" + # The gear itself stays visible -- "Show optional parameters" always applies. + assert cw._btn_settings.layout.display != "none" + assert all(cb.layout.display == "none" for cb in cw._multiplex_checkboxes.values()) + + +def test_show_optional_parameters_adds_and_removes_column_fields(): + cw = ConfigurationWidget() + cw._column_picker.value = cw._columns["General Rate Model (GRM)"] + required_names = {f.name for f in cw._column_form.spec.fields} + assert "c" not in required_names # optional fields hidden by default + + cw._show_optional_checkbox.value = True + shown_names = {f.name for f in cw._column_form.spec.fields} + assert {"c", "cp", "flow_direction", "pore_accessibility"} <= shown_names + # still builds a real column with the optional fields' own defaults applied + assert cw._get_column() is not None + + cw._show_optional_checkbox.value = False + assert {f.name for f in cw._column_form.spec.fields} == required_names + + +def test_show_optional_parameters_skips_none_valued_and_non_scalar_fields(): + cw = ConfigurationWidget() + cw._column_picker.value = cw._columns["General Rate Model (GRM)"] + cw._show_optional_checkbox.value = True + + names = {f.name for f in cw._column_form.spec.fields} + assert "q" not in names # None-valued (no bound states configured) + assert "surface_diffusion" not in names # None-valued + assert "discretization" not in names # nested solver-settings dict, not a scalar field + + +def test_show_optional_parameters_does_not_apply_to_binding_form(): + cw = ConfigurationWidget() + cw._binding_picker.value = cw._binding_registry["Steric Mass Action (SMA)"] + cw._show_optional_checkbox.value = True + + names = {f.name for f in cw._binding_form.spec.fields} + assert "reference_liquid_phase_conc" not in names + + +def test_show_optional_binding_parameters_adds_sma_reference_concentrations(): + cw = ConfigurationWidget() + cw._binding_picker.value = cw._binding_registry["Steric Mass Action (SMA)"] + required_names = {f.name for f in cw._binding_form.spec.fields} + + cw._show_optional_binding_checkbox.value = True + shown_names = {f.name for f in cw._binding_form.spec.fields} + assert {"reference_liquid_phase_conc", "reference_solid_phase_conc"} <= shown_names + assert cw._get_column() is not None # still builds with the optional fields applied + + cw._show_optional_binding_checkbox.value = False + assert {f.name for f in cw._binding_form.spec.fields} == required_names + + +def test_show_optional_binding_parameters_does_not_apply_to_column_form(): + cw = ConfigurationWidget() + cw._column_picker.value = cw._columns["General Rate Model (GRM)"] + cw._show_optional_binding_checkbox.value = True + + names = {f.name for f in cw._column_form.spec.fields} + assert "c" not in names def test_multiplex_checkbox_visibility_matches_column_capabilities(): diff --git a/tests/test_parameters.py b/tests/test_parameters.py index c37bb41..8d2f4fd 100644 --- a/tests/test_parameters.py +++ b/tests/test_parameters.py @@ -22,7 +22,8 @@ def test_cstr_has_no_shared_tubular_geometry(): params = get_parameters("column", "Cstr") assert "length" not in params assert "diameter" not in params - assert params.keys() == {"init_liquid_volume"} + assert "axial_dispersion" not in params + assert "init_liquid_volume" in params def test_langmuir_capacity_is_component_dependent_but_sma_capacity_is_not(): From 67a2f59c98304606615bc1db3dd9f3d8504753be Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Fri, 11 Sep 2026 09:51:23 +0200 Subject: [PATCH 059/158] Change Default Models --- cadetgui/widgets/composite/configuration.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/cadetgui/widgets/composite/configuration.py b/cadetgui/widgets/composite/configuration.py index dab28bb..d4e0b1a 100644 --- a/cadetgui/widgets/composite/configuration.py +++ b/cadetgui/widgets/composite/configuration.py @@ -143,10 +143,12 @@ def __init__( self._component_note = W.HTML(layout=W.Layout(display="none")) self._component_note.add_class("cadetgui-note") self._column_picker = ChoiceField( - label="Column Model:", options=list(self._columns.items()) + label="Column Model:", options=list(self._columns.items()), + value=self._columns.get("Lumped Rate Model Without Pores (LRM)"), ) self._binding_picker = ChoiceField( - label="Binding Model:", options=list(self._binding_registry.items()) + label="Binding Model:", options=list(self._binding_registry.items()), + value=self._binding_registry.get("Linear"), ) self._model_picker = ChoiceField( label="Process Template:", options=list(self._registry.items()) From 01036a8afbc782d24da3c0af03a57db5126677ec Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Fri, 11 Sep 2026 10:04:01 +0200 Subject: [PATCH 060/158] Fix total porosity missing from LRM as parameter --- cadetgui/cadetprocessadapter.py | 1 + tests/test_configuration.py | 13 +++++++++---- 2 files changed, 10 insertions(+), 4 deletions(-) diff --git a/cadetgui/cadetprocessadapter.py b/cadetgui/cadetprocessadapter.py index c8b93bc..fa41ed9 100644 --- a/cadetgui/cadetprocessadapter.py +++ b/cadetgui/cadetprocessadapter.py @@ -368,6 +368,7 @@ def _infer_kind(x: Any) -> str: ("column", None, "length"): 0.5, ("column", None, "axial_dispersion"): 1e-8, ("column", None, "bed_porosity"): 0.72, + ("column", None, "total_porosity"): 0.72, ("column", None, "particle_porosity"): 0.6, ("column", None, "particle_radius"): 5.0e-6, ("column", None, "film_diffusion"): 1e-3, diff --git a/tests/test_configuration.py b/tests/test_configuration.py index 3e07210..1559959 100644 --- a/tests/test_configuration.py +++ b/tests/test_configuration.py @@ -121,10 +121,13 @@ def test_export_script_button_populates_textarea_on_success(): assert "generated" in cw.status.value.lower() -def test_binding_model_defaults_to_none_matching_cadetprocess_default(): +def test_binding_model_defaults_to_linear(): cw = ConfigurationWidget() - assert cw._binding_picker.option_labels[0] == "None" - assert cw._binding_form.spec.fields == [] # NoBinding has no required_parameters + assert cw._binding_picker.option_labels[0] == "None" # still first in the dropdown list + selected = cw._binding_picker.option_labels[cw._binding_picker.selected_index] + assert selected == "Linear" + names = {f.name for f in cw._binding_form.spec.fields} + assert names == {"adsorption_rate", "desorption_rate", "is_kinetic"} def test_switching_binding_model_rebuilds_its_form(): @@ -266,7 +269,8 @@ def test_unchecking_is_kinetic_commits_to_the_real_binding_model(): def test_no_binding_does_not_get_an_is_kinetic_field(): - cw = ConfigurationWidget() # binding defaults to "None" -> NoBinding + cw = ConfigurationWidget() + cw._binding_picker.value = cw._binding_registry["None"] assert "is_kinetic" not in {f.name for f in cw._binding_form.spec.fields} @@ -321,6 +325,7 @@ def test_show_optional_parameters_adds_and_removes_column_fields(): def test_show_optional_parameters_skips_none_valued_and_non_scalar_fields(): cw = ConfigurationWidget() cw._column_picker.value = cw._columns["General Rate Model (GRM)"] + cw._binding_picker.value = cw._binding_registry["None"] # q stays unset without a real isotherm cw._show_optional_checkbox.value = True names = {f.name for f in cw._column_form.spec.fields} From 38d2d671b63fad0081dcd1389d03a9419b0bdbe5 Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Fri, 11 Sep 2026 11:28:06 +0200 Subject: [PATCH 061/158] Enable Save and Import of Configurations --- cadetgui/configuration_store.py | 158 ++++++++++++++ cadetgui/widgets/composite/configuration.py | 230 +++++++++++++++++++- cadetgui/widgets/composite/run_history.py | 17 +- cadetgui/widgets/composite/solution.py | 115 ++++++++-- cadetgui/widgets/forms/renderer.py | 12 +- tests/test_configuration.py | 210 ++++++++++++++++++ tests/test_configuration_store.py | 94 ++++++++ tests/test_run_history.py | 16 ++ tests/test_solution.py | 132 +++++++++++ 9 files changed, 966 insertions(+), 18 deletions(-) create mode 100644 cadetgui/configuration_store.py create mode 100644 tests/test_configuration_store.py diff --git a/cadetgui/configuration_store.py b/cadetgui/configuration_store.py new file mode 100644 index 0000000..4c44bc9 --- /dev/null +++ b/cadetgui/configuration_store.py @@ -0,0 +1,158 @@ +from __future__ import annotations + +import datetime as dt +import hashlib +import json +from dataclasses import asdict, dataclass, field +from pathlib import Path +from typing import Any, Dict, List, Optional, Tuple + +from cadet import H5 + +from . import __version__ as _cadetgui_version + +__all__ = [ + "ConfigurationState", + "compute_hash", + "default_store_dir", + "save_h5", + "load_h5", + "save_to_store", + "load_from_store", +] + + +@dataclass(frozen=True) +class ConfigurationState: + """The hashed, JSON-safe payload needed to reconstruct a ConfigurationWidget.""" + + components: List[str] + column_key: str + binding_key: str + template_key: str + multiplex_state: Dict[str, bool] = field(default_factory=dict) + show_optional_column: bool = False + show_optional_binding: bool = False + column_values: Dict[str, Any] = field(default_factory=dict) + binding_values: Dict[str, Any] = field(default_factory=dict) + model_values: Dict[str, Any] = field(default_factory=dict) + + +def compute_hash(state: ConfigurationState) -> str: + """Content-addressed fingerprint of a configuration (the name is not hashed).""" + payload = json.dumps(asdict(state), sort_keys=True) + return hashlib.sha256(payload.encode("utf-8")).hexdigest() + + +def default_store_dir() -> Path: + """Local directory saved/imported-by-hash configurations live in.""" + store_dir = Path.home() / ".cadetgui" / "configurations" + store_dir.mkdir(parents=True, exist_ok=True) + return store_dir + + +def _decode_h5_leaf(value: Any) -> Any: + """Coerce one h5py/numpy/bytes leaf back to a plain JSON-safe Python type.""" + if hasattr(value, "to_dict"): + value = value.to_dict() + if isinstance(value, dict): + return {k: _decode_h5_leaf(v) for k, v in value.items()} + if isinstance(value, (list, tuple)): + return [_decode_h5_leaf(v) for v in value] + if isinstance(value, bytes): + return value.decode() + if hasattr(value, "tolist"): # numpy scalar or ndarray + return _decode_h5_leaf(value.tolist()) + return value + + +def save_h5( + state: ConfigurationState, + name: str, + path: "Path | str", + *, + process: Any = None, +) -> None: + """Write a configuration to `path` as h5. + + Always writes a `cadetgui` group holding the full GUI-reconstruction + state (the only thing `load_h5` reads back). When `process` is given, + also embeds the real CADET-Core solver config under the same file + (best-effort -- a missing/unlocatable CADET-Core install must not block + saving the GUI state, which never depends on it). + """ + h5 = H5() + if process is not None: + try: + from CADETProcess.simulator import Cadet + + h5.root.update(Cadet().get_process_config(process)) + except Exception: # noqa: BLE001 + pass + + h5.root.cadetgui = { + "name": name, + "hash": compute_hash(state), + "created": dt.datetime.now().isoformat(), + "cadetgui_version": _cadetgui_version, + "state": asdict(state), + } + h5.filename = str(path) + h5.save() + + +def load_h5(path: "Path | str") -> Tuple[str, ConfigurationState]: + """Read a configuration previously written by `save_h5`. + + Returns (name, state). Raises ValueError if `path` has no `cadetgui` + group (e.g. a plain CADET-Core h5 file). + """ + h5 = H5() + h5.filename = str(path) + h5.load_from_file() + + root = _decode_h5_leaf(h5.root) + gui = root.get("cadetgui") + if not gui: + raise ValueError(f"{path} has no 'cadetgui' group -- not a saved configuration.") + + payload = gui["state"] + state = ConfigurationState( + components=payload["components"], + column_key=payload["column_key"], + binding_key=payload["binding_key"], + template_key=payload["template_key"], + multiplex_state=payload.get("multiplex_state", {}), + show_optional_column=payload.get("show_optional_column", False), + show_optional_binding=payload.get("show_optional_binding", False), + column_values=payload.get("column_values", {}), + binding_values=payload.get("binding_values", {}), + model_values=payload.get("model_values", {}), + ) + return gui["name"], state + + +def save_to_store( + state: ConfigurationState, + name: str, + *, + process: Any = None, + store_dir: Optional[Path] = None, +) -> Path: + """Save to the local configuration store, keyed by content hash. Returns the path.""" + store_dir = store_dir or default_store_dir() + store_dir.mkdir(parents=True, exist_ok=True) + path = store_dir / f"{compute_hash(state)}.h5" + save_h5(state, name, path, process=process) + return path + + +def load_from_store( + hash_: str, *, store_dir: Optional[Path] = None +) -> Tuple[str, ConfigurationState]: + """Load a configuration from the local store by its hash.""" + store_dir = store_dir or default_store_dir() + path = store_dir / f"{hash_}.h5" + if not path.exists(): + raise FileNotFoundError(f"No saved configuration with hash {hash_!r} in {store_dir}.") + return load_h5(path) diff --git a/cadetgui/widgets/composite/configuration.py b/cadetgui/widgets/composite/configuration.py index d4e0b1a..f911d36 100644 --- a/cadetgui/widgets/composite/configuration.py +++ b/cadetgui/widgets/composite/configuration.py @@ -1,6 +1,7 @@ from __future__ import annotations -from typing import Any, Callable, Dict, List, Optional +from pathlib import Path +from typing import Any, Callable, Dict, List, Mapping, Optional import ipywidgets as W from CADETProcess.processModel import ComponentSystem @@ -17,13 +18,26 @@ lwe_spec, require_positive, ) +from ...configuration_store import ( + ConfigurationState, + compute_hash, + load_from_store, + save_to_store, +) from .._chrome import style_tag -from ..elements import ChoiceField, ComponentListField, EventTimelineChart, FloatField +from ..elements import ( + ChoiceField, + ComponentListField, + EventTimelineChart, + FloatField, + TextField, +) from ..forms import FormRenderer __all__ = ["ConfigurationWidget"] _CYCLE_TIME_SLIDER_MAX_SECONDS = 300.0 * 60.0 +_DEFAULT_CONFIG_NAME = "New Experiment" # These templates model a buffer/salt gradient against a load, which is # meaningless with a single component -- auto-add a second one on selection. @@ -35,6 +49,14 @@ def _round_10sf(v: float) -> float: return float(f"{v:.10g}") +def _key_for_value(registry: Mapping[str, Any], value: Any) -> Optional[str]: + """Reverse-lookup a registry's human label for one of its factory values.""" + for key, candidate in registry.items(): + if candidate == value: + return key + return None + + class ConfigurationWidget: """Pick a unit operation + binding model + model-builder template, build a process. @@ -63,6 +85,11 @@ def __init__( self._model_form: Optional[FormRenderer] = None self._event_sliders: Dict[str, W.FloatSlider] = {} self._cycle_time_minutes_element: Optional[FloatField] = None + self.config_name: str = _DEFAULT_CONFIG_NAME + self.config_hash: Optional[str] = None + # None = use configuration_store.default_store_dir(); set via the + # "Storage folder" field below once the user picks one explicitly. + self._store_dir: Optional[Path] = None self._multiplex_state: Dict[str, bool] = dict.fromkeys(MULTIPLEXABLE_COLUMN_PARAMS, False) self._multiplex_checkboxes: Dict[str, W.Checkbox] = { @@ -166,6 +193,24 @@ def __init__( self._script_out = W.Textarea(layout=W.Layout(width="100%", height="220px", display="none")) self._script_out.add_class("cadetgui-script") + self._store_dir_field = TextField(label="Storage folder:", value="") + self._btn_set_store_dir = W.Button(description="Set folder", icon="folder-open") + self._store_dir_note = W.HTML( + "Leave blank to use the default (~/.cadetgui/configurations)." + ) + self._store_dir_note.add_class("cadetgui-note") + self._name_field = TextField(label="Configuration name:", value=_DEFAULT_CONFIG_NAME) + self._hash_display = W.HTML("No configuration built yet.") + self._btn_save = W.Button(description="Save", icon="save") + self._file_upload = W.FileUpload(description="Import file", accept=".h5", multiple=False) + self._import_hash_field = TextField(label="Import by hash:", value="") + self._btn_import_hash = W.Button(description="Import", icon="download") + self._btn_toggle_save_load_details = W.Button( + description="Show details", icon="chevron-down" + ) + self.save_status = W.HTML() + self.save_status.add_class("cadetgui-status") + components_section = W.VBox( [ W.HTML("
Component System
"), @@ -241,10 +286,34 @@ def __init__( ) process_section.add_class("cadetgui-section") + self._save_load_details_box = W.VBox( + [ + self._hash_display, + W.HTML("
"), + W.HBox([self._store_dir_field, self._btn_set_store_dir]), + self._store_dir_note, + W.HTML("
"), + self._file_upload, + W.HBox([self._import_hash_field, self._btn_import_hash]), + ], + layout=W.Layout(display="none"), + ) + save_load_section = W.VBox( + [ + W.HTML("
Save / Load Configuration
"), + self._name_field, + W.HBox([self._btn_save, self._btn_toggle_save_load_details]), + self.save_status, + self._save_load_details_box, + ] + ) + save_load_section.add_class("cadetgui-section") + self.root = W.VBox( [ W.HTML(style_tag()), W.HTML("
Configuration
"), + save_load_section, components_section, column_binding_row, process_section, @@ -260,6 +329,12 @@ def __init__( self._binding_picker.observe(self._on_selection_change, names="selected_index") self._model_picker.observe(self._on_model_selection_change, names="selected_index") self._btn_export.on_click(self._on_export) + self._name_field.observe(self._on_name_change, names="value") + self._btn_set_store_dir.on_click(self._on_set_store_dir) + self._btn_save.on_click(self._on_save) + self._file_upload.observe(self._on_file_upload_change, names="value") + self._btn_import_hash.on_click(self._on_import_hash_click) + self._btn_toggle_save_load_details.on_click(self._on_toggle_save_load_details) self._sync_component_minimum() if not self._maybe_autoadd_component(): @@ -359,6 +434,11 @@ def _on_toggle_process_settings(self, _btn: Any) -> None: shown = self._process_settings_box.layout.display != "none" self._process_settings_box.layout.display = "none" if shown else "" + def _on_toggle_save_load_details(self, _btn: Any) -> None: + shown = self._save_load_details_box.layout.display != "none" + self._save_load_details_box.layout.display = "none" if shown else "" + self._btn_toggle_save_load_details.description = "Show details" if shown else "Hide details" + def _make_on_multiplex_change(self, name: str) -> Callable[[dict], None]: def _on_change(change: dict) -> None: if change.get("name") != "value": @@ -380,9 +460,85 @@ def _on_show_optional_binding_change(self, change: dict) -> None: def _on_process_built(self, built: Any) -> None: self.process = built + self._refresh_config_hash() self._notify() self.status.value = "Process built." + def _snapshot_state(self) -> ConfigurationState: + """Capture the current selection + field values as the hashed save/import payload.""" + if self._column_form is None or self._binding_form is None or self._model_form is None: + raise RuntimeError( + "Nothing built yet -- pick a column, binding model, and template first." + ) + column_key = _key_for_value(self._columns, self._column_picker.value) + binding_key = _key_for_value(self._binding_registry, self._binding_picker.value) + template_key = _key_for_value(self._registry, self._model_picker.value) + if column_key is None or binding_key is None or template_key is None: + raise RuntimeError("Current selection isn't in a known registry -- can't snapshot it.") + return ConfigurationState( + components=list(self._components.value), + column_key=column_key, + binding_key=binding_key, + template_key=template_key, + multiplex_state=dict(self._multiplex_state), + show_optional_column=bool(self._show_optional_checkbox.value), + show_optional_binding=bool(self._show_optional_binding_checkbox.value), + column_values=self._column_form.collect_values(), + binding_values=self._binding_form.collect_values(), + model_values=self._model_form.collect_values(), + ) + + def _refresh_config_hash(self) -> None: + try: + self.config_hash = compute_hash(self._snapshot_state()) + except RuntimeError: + self.config_hash = None + if self.config_hash is None: + self._hash_display.value = "No configuration built yet." + else: + self._hash_display.value = f"Hash: {self.config_hash}" + + def _apply_state(self, name: str, state: ConfigurationState) -> None: + """Reconstruct pickers/forms from a saved ConfigurationState.""" + column_factory = self._columns.get(state.column_key) + binding_factory = self._binding_registry.get(state.binding_key) + template_factory = self._registry.get(state.template_key) + if column_factory is None or binding_factory is None or template_factory is None: + raise ValueError( + "Saved configuration references a column, binding model, or template" + " that isn't registered here anymore." + ) + + for param_name, enabled in state.multiplex_state.items(): + checkbox = self._multiplex_checkboxes.get(param_name) + if checkbox is not None: + checkbox.value = enabled + self._show_optional_checkbox.value = state.show_optional_column + self._show_optional_binding_checkbox.value = state.show_optional_binding + + self._components.value = list(state.components) + self._column_picker.value = column_factory + self._binding_picker.value = binding_factory + self._model_picker.value = template_factory + + self._column_form.set_values(state.column_values) + self._binding_form.set_values(state.binding_values) + self._model_form.set_values(state.model_values) + + self.config_name = name + self._name_field.value = name + self._refresh_config_hash() + + def import_from_store(self, hash_: str) -> None: + """Load a configuration previously saved to the local store, by its hash.""" + try: + name, state = load_from_store(hash_, store_dir=self._store_dir) + self._apply_state(name, state) + except Exception as exc: # noqa: BLE001 + self.save_status.value = f"{exc}" + return + self.save_status.value = f"Imported '{name}' ({hash_})." + def _rebuild_forms(self) -> None: column = self._get_column() binding_model = self._get_binding_model() @@ -392,6 +548,7 @@ def _rebuild_forms(self) -> None: self._binding_form_box.children = () self._model_form_box.children = () self._clear_event_section() + self._refresh_config_hash() return column_params = set(getattr(column, "required_parameters", None) or []) @@ -425,6 +582,12 @@ def _attach_binding(built: Any, col: Any = column) -> None: self._model_form = FormRenderer(model_fn(column), on_built=self._on_process_built) self._model_form_box.children = (self._model_form.root,) self._rebuild_event_sliders() + # The model form's own on_built=_on_process_built fires from inside the + # FormRenderer(...) constructor call above, before this method's own + # `self._model_form = ...` assignment has completed -- so that first + # call sees a stale (pre-rebuild) _model_form and can't snapshot yet. + # Refresh again now that all three forms are actually assigned. + self._refresh_config_hash() self.status.value = ( "Fields apply automatically as you edit them" @@ -689,6 +852,69 @@ def _on_export(self, _btn: Any) -> None: self._script_out.layout.display = "" self.status.value = "Script generated below." + def _on_name_change(self, change: dict) -> None: + if change.get("name") != "value": + return + self.config_name = change["new"] + + def _on_set_store_dir(self, _btn: Any) -> None: + text = self._store_dir_field.value.strip() + if not text: + self._store_dir = None + self.save_status.value = "Using the default storage folder." + return + try: + path = Path(text).expanduser().resolve() + path.mkdir(parents=True, exist_ok=True) + except Exception as exc: # noqa: BLE001 + self.save_status.value = f"{exc}" + return + self._store_dir = path + self._store_dir_field.value = str(path) + self.save_status.value = f"Configurations will be saved to {path}." + + def _on_save(self, _btn: Any) -> None: + if not self.config_name.strip(): + self.save_status.value = ( + "Give the configuration a name before saving." + ) + return + try: + state = self._snapshot_state() + path = save_to_store( + state, self.config_name, process=self.process, store_dir=self._store_dir + ) + except Exception as exc: # noqa: BLE001 + self.save_status.value = f"{exc}" + return + self._refresh_config_hash() + self.save_status.value = f"Saved to {path}." + + def _on_file_upload_change(self, change: dict) -> None: + if change.get("name") != "value" or not self._file_upload.value: + return + item = self._file_upload.value[0] + try: + import tempfile + from pathlib import Path + + from ...configuration_store import load_h5 + + with tempfile.TemporaryDirectory() as tmp_dir: + tmp_path = Path(tmp_dir) / item["name"] + tmp_path.write_bytes(bytes(item["content"])) + name, state = load_h5(tmp_path) + self._apply_state(name, state) + except Exception as exc: # noqa: BLE001 + self.save_status.value = f"{exc}" + return + finally: + self._file_upload.value = () + self.save_status.value = f"Imported '{name}' from {item['name']}." + + def _on_import_hash_click(self, _btn: Any) -> None: + self.import_from_store(self._import_hash_field.value.strip()) + def display(self) -> None: """Render this widget in a Jupyter cell.""" from IPython.display import display as _display diff --git a/cadetgui/widgets/composite/run_history.py b/cadetgui/widgets/composite/run_history.py index 7a2f7e4..afe546e 100644 --- a/cadetgui/widgets/composite/run_history.py +++ b/cadetgui/widgets/composite/run_history.py @@ -20,6 +20,8 @@ class RunRecord: result: Any = None error: Optional[str] = None timestamp: dt.datetime = field(default_factory=dt.datetime.now) + config_name: Optional[str] = None + config_hash: Optional[str] = None @property def ok(self) -> bool: @@ -50,9 +52,20 @@ def add_listener(self, fn: Callable[[RunRecord], None]) -> None: """Register a callback fired with the picked RunRecord on every selection.""" self._listeners.append(fn) - def record(self, label: str, *, result: Any = None, error: Optional[str] = None) -> RunRecord: + def record( + self, + label: str, + *, + result: Any = None, + error: Optional[str] = None, + config_name: Optional[str] = None, + config_hash: Optional[str] = None, + ) -> RunRecord: """Add a run to the history and select it.""" - run = RunRecord(label=label, result=result, error=error) + run = RunRecord( + label=label, result=result, error=error, + config_name=config_name, config_hash=config_hash, + ) self.runs.append(run) options = [(self._describe(r), r) for r in self.runs] self._picker.set_options(options, keep_value=False) diff --git a/cadetgui/widgets/composite/solution.py b/cadetgui/widgets/composite/solution.py index 8b4b52a..0ae4222 100644 --- a/cadetgui/widgets/composite/solution.py +++ b/cadetgui/widgets/composite/solution.py @@ -3,6 +3,7 @@ from typing import Any, Callable, Optional import ipywidgets as W +from CADETProcess.processModel import Inlet, Outlet from ...simulation import run_process as _default_runner from .._chrome import style_tag @@ -12,6 +13,30 @@ __all__ = ["SolutionWidget"] +def _signal_options(result: Any) -> list[tuple[str, tuple[str, str]]]: + """List (label, (unit, port)) signal options, collapsed for Inlet/Outlet units. + + An `Inlet`'s "inlet" port and an `Outlet`'s "outlet" port are CADET-Process + bookkeeping, not real signals -- confirmed identical to that same unit's + other port for every current template. Only the real port is offered, + labeled "Source"/"Sink" rather than the (there, meaningless) port name. + """ + units = result.process.flow_sheet.units_dict + options: list[tuple[str, tuple[str, str]]] = [] + for unit_name, ports in result.solution.items(): + unit = units.get(unit_name) + if isinstance(unit, Inlet): + if "outlet" in ports: + options.append((f"{unit_name}: Source", (unit_name, "outlet"))) + elif isinstance(unit, Outlet): + if "inlet" in ports: + options.append((f"{unit_name}: Sink", (unit_name, "inlet"))) + else: + for port in ports: + options.append((f"{unit_name}: {port}", (unit_name, port))) + return options + + class SolutionWidget: """Run a CADET-Process process and plot its solution. @@ -29,10 +54,15 @@ def __init__( self.process = process self.result: Any = None self._data_widget: Optional[Any] = None + self._config_widget: Optional[Any] = None self._process_label = W.HTML() self._btn_run = W.Button(description="Run simulation", icon="play", button_style="success") self._btn_clear = W.Button(description="Clear", icon="trash") + self._btn_load_config = W.Button( + description="Load configuration", icon="upload", + layout=W.Layout(display="none"), + ) self._signal_picker = ChoiceField(label="Signal:", options=[]) self._plot_out = W.Output() self.status = W.HTML("Ready.") @@ -40,6 +70,7 @@ def __init__( self._btn_run.on_click(self._on_run) self._btn_clear.on_click(self._on_clear) + self._btn_load_config.on_click(self._on_load_config) self._signal_picker.observe(self._on_signal_change, names="selected_index") self.history.add_listener(self._on_history_pick) self.status.add_class("cadetgui-status") @@ -50,12 +81,15 @@ def __init__( ) toolbar.add_class("cadetgui-toolbar") + history_row = W.HBox([self.history.root, self._btn_load_config]) + history_row.add_class("cadetgui-toolbar") + self.root = W.VBox( [ W.HTML(style_tag()), W.HTML("
Solution
"), toolbar, - self.history.root, + history_row, self._signal_picker, self._plot_out, self.status, @@ -70,8 +104,19 @@ def set_process(self, process: Any) -> None: self._update_process_label() def bind_to_config(self, config_widget: Any) -> None: - """Track a ConfigurationWidget's built process automatically.""" + """Track a ConfigurationWidget's built process automatically. + + Also remembers `config_widget` itself, so runs can be tagged with + their source configuration's name/hash and a past run can be + re-imported back into it (see `_on_run`/`_on_load_config`). + """ + self._config_widget = config_widget config_widget.add_listener(self.set_process) + # Renaming doesn't rebuild the process (no add_listener notification), + # but the Simulation tab's label must still track it. + config_widget._name_field.observe( + lambda _change: self._update_process_label(), names="value" + ) if getattr(config_widget, "process", None) is not None: self.set_process(config_widget.process) @@ -80,20 +125,60 @@ def bind_to_data(self, data_widget: Any) -> None: self._data_widget = data_widget data_widget.add_listener(self._plot_selected) + def _display_name(self) -> str: + """Return the label to show/record for the current process. + + Uses the bound ConfigurationWidget's own name whenever one is bound + (never the process's internal `.name`/class name, e.g. "Batch + Elution" -- that's an implementation detail, not what the user + called their configuration). Falls back to the process's own name + only when no ConfigurationWidget is bound at all, since there's + nothing else to show in that case. + """ + if self._config_widget is not None: + return self._config_widget.config_name + return getattr(self.process, "name", type(self.process).__name__) + def _update_process_label(self) -> None: if self.process is None: self._process_label.value = "No process set." else: - name = getattr(self.process, "name", type(self.process).__name__) - self._process_label.value = f"Process: {name}" + self._process_label.value = f"Process: {self._display_name()}" + + def _tag_current_config(self) -> tuple[Optional[str], Optional[str]]: + """Auto-save the bound ConfigurationWidget's current state, best-effort. + + Returns (config_name, config_hash) to tag a RunRecord with. Never + raises -- a store-write failure must not block an actual simulation + run, it just means that run's history entry has no re-importable hash. + """ + if self._config_widget is None: + return None, None + try: + from ...configuration_store import save_to_store + + cw = self._config_widget + save_to_store( + cw._snapshot_state(), cw.config_name, process=cw.process, store_dir=cw._store_dir + ) + return cw.config_name, cw.config_hash + except Exception: # noqa: BLE001 + return None, None def _on_run(self, _btn: Any) -> None: self._plot_out.clear_output() if self.process is None: self.status.value = "No process to run." return + if self._config_widget is not None and not self._config_widget.config_name.strip(): + self.status.value = ( + "Give the configuration a name before" + " running a simulation." + ) + return - label = getattr(self.process, "name", type(self.process).__name__) + label = self._display_name() + config_name, config_hash = self._tag_current_config() self._btn_run.disabled = True self._btn_run.description = "Running..." self.status.value = "Running simulation…" @@ -101,18 +186,27 @@ def _on_run(self, _btn: Any) -> None: result = self._runner(self.process) except Exception as exc: # noqa: BLE001 self.result = None - self.history.record(label, error=str(exc)) + self.history.record( + label, error=str(exc), config_name=config_name, config_hash=config_hash + ) self.status.value = f"Simulation failed: {exc}" return finally: self._btn_run.disabled = False self._btn_run.description = "Run simulation" - self.history.record(label, result=result) + self.history.record(label, result=result, config_name=config_name, config_hash=config_hash) self._load_result(result) self.status.value = "Simulation finished." + def _on_load_config(self, _btn: Any) -> None: + run = self.history.selected + if run is None or run.config_hash is None or self._config_widget is None: + return + self._config_widget.import_from_store(run.config_hash) + def _on_history_pick(self, run: RunRecord) -> None: + self._btn_load_config.layout.display = "" if run.config_hash else "none" self._plot_out.clear_output() if not run.ok: self.result = None @@ -124,12 +218,7 @@ def _on_history_pick(self, run: RunRecord) -> None: def _load_result(self, result: Any) -> None: self.result = result - signals = [ - (f"{unit}: {port}", (unit, port)) - for unit, ports in result.solution.items() - for port in ports - ] - self._signal_picker.set_options(signals, keep_value=True) + self._signal_picker.set_options(_signal_options(result), keep_value=True) self._plot_selected() def _on_clear(self, _btn: Any) -> None: diff --git a/cadetgui/widgets/forms/renderer.py b/cadetgui/widgets/forms/renderer.py index 55da91d..9916b2a 100644 --- a/cadetgui/widgets/forms/renderer.py +++ b/cadetgui/widgets/forms/renderer.py @@ -1,6 +1,6 @@ from __future__ import annotations -from typing import Any, Callable, Dict, Optional +from typing import Any, Callable, Dict, Mapping, Optional import ipywidgets as W @@ -141,6 +141,16 @@ def _on_reset(self, _btn: Any) -> None: self._elements[f.name].value = _coerced_default(f) self._commit() + def set_values(self, values: Mapping[str, Any]) -> None: + """Push a dict of field values into the rendered elements and commit. + + Any field name missing from `values` falls back to its own default. + """ + for f in self.spec.fields: + value = values[f.name] if f.name in values else _coerced_default(f) + self._elements[f.name].value = value + self._commit() + def display(self) -> None: """Render this form in a Jupyter cell.""" from IPython.display import display as _display diff --git a/tests/test_configuration.py b/tests/test_configuration.py index 1559959..628ba08 100644 --- a/tests/test_configuration.py +++ b/tests/test_configuration.py @@ -1,12 +1,21 @@ from __future__ import annotations +import datetime as dt import warnings +import cadetgui.configuration_store as configuration_store +import pytest from cadetgui.widgets.composite import ConfigurationWidget warnings.filterwarnings("ignore", category=UserWarning) +@pytest.fixture(autouse=True) +def _isolated_store(tmp_path, monkeypatch): + """Redirect the configuration store to a tmp dir -- never touch the real one.""" + monkeypatch.setattr(configuration_store, "default_store_dir", lambda: tmp_path) + + def test_configuration_widget_renders_default_forms(): cw = ConfigurationWidget() assert cw._column_picker.option_labels == [ @@ -689,3 +698,204 @@ def test_pulse_feed_export_script_round_trips(): exported_timeline = ns["process"].parameter_timelines["flow_sheet.feed.c"] original_timeline = cw.process.parameter_timelines["flow_sheet.feed.c"] assert exported_timeline.value([0.0]).tolist() == original_timeline.value([0.0]).tolist() + + +def test_config_hash_is_set_after_construction_and_changes_with_field_edits(): + cw = ConfigurationWidget() + assert cw.config_hash is not None + + first_hash = cw.config_hash + cw._model_form.element("flow_rate").value = 4.4e-6 + assert cw.config_hash != first_hash + + +def test_snapshot_and_apply_state_round_trips_a_mutated_configuration(): + cw = ConfigurationWidget() + cw._column_picker.value = cw._columns["General Rate Model (GRM)"] + cw._binding_picker.value = cw._binding_registry["Langmuir"] + cw._column_form.element("length").value = 0.42 + cw._model_form.element("flow_rate").value = 4.4e-6 + + state = cw._snapshot_state() + + cw2 = ConfigurationWidget() # a different widget entirely + cw2._apply_state("Imported", state) + + assert cw2.config_name == "Imported" + assert cw2._name_field.value == "Imported" + assert cw2.config_hash == cw.config_hash + assert type(cw2._get_column()).__name__ == "GeneralRateModel" + assert type(cw2._get_binding_model()).__name__ == "Langmuir" + assert cw2._column_form.collect_values() == cw._column_form.collect_values() + assert cw2._model_form.collect_values() == cw._model_form.collect_values() + + +def test_apply_state_rejects_an_unregistered_column_key(): + cw = ConfigurationWidget() + state = cw._snapshot_state() + bad_state = configuration_store.ConfigurationState( + **{**state.__dict__, "column_key": "Some Removed Column"} + ) + with pytest.raises(ValueError, match="isn't registered"): + cw._apply_state("x", bad_state) + + +def test_save_button_writes_to_the_store_and_shows_the_path(tmp_path): + cw = ConfigurationWidget() + cw._name_field.value = "Saved Config" + + cw._on_save(None) + + assert str(tmp_path) in cw.save_status.value + name, state = configuration_store.load_from_store(cw.config_hash) + assert name == "Saved Config" + assert state == cw._snapshot_state() + + +def test_import_from_store_restores_a_previously_saved_configuration(): + cw = ConfigurationWidget() + cw._name_field.value = "Saved Config" + cw._model_form.element("flow_rate").value = 7.7e-6 + cw._on_save(None) + saved_hash = cw.config_hash + + cw2 = ConfigurationWidget() + cw2.import_from_store(saved_hash) + + assert cw2.config_name == "Saved Config" + assert cw2.config_hash == saved_hash + assert "Imported" in cw2.save_status.value + + +def test_import_from_store_with_unknown_hash_shows_an_error(): + cw = ConfigurationWidget() + cw.import_from_store("deadbeef") + assert "deadbeef" in cw.save_status.value + + +def test_import_hash_button_delegates_to_import_from_store(): + cw = ConfigurationWidget() + cw._name_field.value = "Saved Config" + cw._on_save(None) + saved_hash = cw.config_hash + + cw2 = ConfigurationWidget() + cw2._import_hash_field.value = saved_hash + cw2._on_import_hash_click(None) + + assert cw2.config_hash == saved_hash + + +def test_file_upload_imports_an_exported_configuration(): + cw = ConfigurationWidget() + cw._name_field.value = "Uploaded Config" + cw._model_form.element("flow_rate").value = 2.2e-6 + + import tempfile + from pathlib import Path + + with tempfile.TemporaryDirectory() as d: + path = Path(d) / "exported.h5" + state = cw._snapshot_state() + configuration_store.save_h5(state, "Uploaded Config", path, process=cw.process) + content = memoryview(path.read_bytes()) + + cw2 = ConfigurationWidget() + cw2._file_upload.value = ( + { + "name": "exported.h5", + "type": "application/x-hdf5", + "size": len(content), + "last_modified": dt.datetime.now(), + "content": content, + }, + ) + + assert cw2.config_name == "Uploaded Config" + assert cw2.config_hash == cw.config_hash + assert cw2._file_upload.value == () # cleared so the same file can be re-uploaded + + +def test_store_dir_defaults_to_none_and_uses_the_default_store(tmp_path): + cw = ConfigurationWidget() + cw._name_field.value = "Default Store Config" + assert cw._store_dir is None + + cw._on_save(None) + # default store dir is monkeypatched to tmp_path by the isolated_store fixture + assert (tmp_path / f"{cw.config_hash}.h5").exists() + + +def test_setting_a_custom_store_dir_is_used_for_save_and_import(tmp_path): + custom = tmp_path / "my_configs" / "nested" + cw = ConfigurationWidget() + cw._name_field.value = "Custom Folder Config" + cw._store_dir_field.value = str(custom) + + cw._on_set_store_dir(None) + + assert cw._store_dir == custom + assert custom.is_dir() # created on set, even before anything is saved + + cw._on_save(None) + assert (custom / f"{cw.config_hash}.h5").exists() + + cw2 = ConfigurationWidget() + cw2._store_dir_field.value = str(custom) + cw2._on_set_store_dir(None) + cw2.import_from_store(cw.config_hash) + assert cw2.config_name == "Custom Folder Config" + + +def test_blank_store_dir_field_resets_to_the_default(tmp_path): + cw = ConfigurationWidget() + cw._store_dir_field.value = str(tmp_path / "custom") + cw._on_set_store_dir(None) + assert cw._store_dir is not None + + cw._store_dir_field.value = "" + cw._on_set_store_dir(None) + assert cw._store_dir is None + + +def test_invalid_store_dir_shows_an_error_and_does_not_change_store_dir(tmp_path): + blocked = tmp_path / "not_a_directory" + blocked.write_text("x") + + cw = ConfigurationWidget() + cw._store_dir_field.value = str(blocked / "sub") + cw._on_set_store_dir(None) + + assert cw._store_dir is None + assert "span style" in cw.save_status.value + + +def test_save_without_a_name_is_refused(tmp_path): + cw = ConfigurationWidget() + cw._name_field.value = "" # cleared the default name + cw._on_save(None) + + assert "name" in cw.save_status.value.lower() + assert list(tmp_path.glob("*.h5")) == [] # nothing written to the store + + +def test_save_load_details_are_collapsed_by_default_and_toggle(): + cw = ConfigurationWidget() + assert cw._save_load_details_box.layout.display == "none" + assert cw._btn_toggle_save_load_details.description == "Show details" + + cw._on_toggle_save_load_details(None) + assert cw._save_load_details_box.layout.display == "" + assert cw._btn_toggle_save_load_details.description == "Hide details" + + cw._on_toggle_save_load_details(None) + assert cw._save_load_details_box.layout.display == "none" + assert cw._btn_toggle_save_load_details.description == "Show details" + + +def test_save_load_section_is_the_first_section_in_the_panel(): + cw = ConfigurationWidget() + children = cw.root.children + # index 0 is the injected style tag, index 1 the panel title + save_load_section = children[2] + assert "Save / Load Configuration" in save_load_section.children[0].value diff --git a/tests/test_configuration_store.py b/tests/test_configuration_store.py new file mode 100644 index 0000000..0e46afe --- /dev/null +++ b/tests/test_configuration_store.py @@ -0,0 +1,94 @@ +from __future__ import annotations + +import warnings + +import pytest +from cadet import H5 +from cadetgui.configuration_store import ( + ConfigurationState, + compute_hash, + load_from_store, + load_h5, + save_h5, + save_to_store, +) + +warnings.filterwarnings("ignore", category=UserWarning) + + +def _sample_state(**overrides) -> ConfigurationState: + defaults = dict( + components=["Salt", "Protein"], + column_key="Lumped Rate Model Without Pores (LRM)", + binding_key="Linear", + template_key="Batch Elution", + multiplex_state={"axial_dispersion": False}, + show_optional_column=False, + show_optional_binding=True, + column_values={"length": 0.5, "diameter": 0.024}, + binding_values={"is_kinetic": True, "adsorption_rate": [0.0, 1.5]}, + model_values={"flow_rate": 1e-6, "cycle_time": 6000.0}, + ) + defaults.update(overrides) + return ConfigurationState(**defaults) + + +def test_hash_is_deterministic_regardless_of_construction_order(): + state_a = _sample_state() + state_b = ConfigurationState(**state_a.__dict__) + assert compute_hash(state_a) == compute_hash(state_b) + + +def test_hash_changes_when_a_value_changes(): + state_a = _sample_state() + state_b = _sample_state(column_values={"length": 0.6, "diameter": 0.024}) + assert compute_hash(state_a) != compute_hash(state_b) + + +def test_save_and_load_h5_round_trips_the_full_state(tmp_path): + state = _sample_state() + path = tmp_path / "config.h5" + + save_h5(state, "My Config", path) + name, loaded = load_h5(path) + + assert name == "My Config" + assert loaded == state + assert compute_hash(loaded) == compute_hash(state) + + +def test_load_h5_rejects_a_file_with_no_cadetgui_group(tmp_path): + path = tmp_path / "plain.h5" + h5 = H5() + h5.root.some_other_data = 1 + h5.filename = str(path) + h5.save() + + with pytest.raises(ValueError, match="cadetgui"): + load_h5(path) + + +def test_save_to_store_and_load_from_store_round_trip(tmp_path): + state = _sample_state() + path = save_to_store(state, "My Config", store_dir=tmp_path) + + assert path.name == f"{compute_hash(state)}.h5" + name, loaded = load_from_store(compute_hash(state), store_dir=tmp_path) + assert name == "My Config" + assert loaded == state + + +def test_load_from_store_raises_a_clear_error_for_an_unknown_hash(tmp_path): + with pytest.raises(FileNotFoundError, match="deadbeef"): + load_from_store("deadbeef", store_dir=tmp_path) + + +def test_save_to_store_is_idempotent_for_identical_content(tmp_path): + state = _sample_state() + path_a = save_to_store(state, "Name A", store_dir=tmp_path) + path_b = save_to_store(state, "Name B", store_dir=tmp_path) + + assert path_a == path_b # same content -> same hash -> same file + name, loaded = load_from_store(compute_hash(state), store_dir=tmp_path) + assert name == "Name B" # last write wins for the metadata, content unchanged + assert loaded == state diff --git a/tests/test_run_history.py b/tests/test_run_history.py index 5183d3c..87bba72 100644 --- a/tests/test_run_history.py +++ b/tests/test_run_history.py @@ -63,3 +63,19 @@ def test_describe_format_includes_index_and_status(): assert label.startswith("#1") assert "MyProcess" in label assert label.endswith("ok") + + +def test_record_carries_config_name_and_hash(): + h = RunHistoryWidget() + run = h.record("first", result="r1", config_name="My Config", config_hash="abc123") + + assert run.config_name == "My Config" + assert run.config_hash == "abc123" + + +def test_record_without_config_leaves_hash_none(): + h = RunHistoryWidget() + run = h.record("first", result="r1") + + assert run.config_name is None + assert run.config_hash is None diff --git a/tests/test_solution.py b/tests/test_solution.py index 27ebc62..373e415 100644 --- a/tests/test_solution.py +++ b/tests/test_solution.py @@ -4,9 +4,11 @@ import warnings import matplotlib +import pytest matplotlib.use("Agg") # headless test environment, no display needed +import cadetgui.configuration_store as configuration_store from cadetgui.simulation import run_process as _default_runner from cadetgui.widgets.composite import ( ConfigurationWidget, @@ -17,6 +19,12 @@ warnings.filterwarnings("ignore", category=UserWarning) +@pytest.fixture(autouse=True) +def _isolated_store(tmp_path, monkeypatch): + """Redirect the configuration store to a tmp dir -- never touch the real one.""" + monkeypatch.setattr(configuration_store, "default_store_dir", lambda: tmp_path) + + def upload_csv(widget: DataImportWidget, filename: str, csv_text: str) -> None: content = memoryview(csv_text.encode("utf-8")) widget._upload.value = ( @@ -112,6 +120,30 @@ def test_solutionwidget_run_populates_signals_and_plots(): assert "finished" in sw.status.value.lower() +def test_signal_list_collapses_inlet_and_outlet_units_to_one_entry_each(): + # Batch Elution: two Inlet units (feed, eluent), one real column, one Outlet. + sw = SolutionWidget(process=built_process()) + sw._on_run(None) + + labels = sw._signal_picker.option_labels + assert labels == [ + "feed: Source", + "eluent: Source", + "column: inlet", + "column: outlet", + "outlet: Sink", + ] + + +def test_signal_list_source_and_sink_options_point_at_the_real_port(): + sw = SolutionWidget(process=built_process()) + sw._on_run(None) + + options = dict(sw._signal_picker._options) + assert options["feed: Source"] == ("feed", "outlet") + assert options["outlet: Sink"] == ("outlet", "inlet") + + def test_solutionwidget_selection_persists_across_reruns(): sw = SolutionWidget(process=built_process()) sw._on_run(None) @@ -204,3 +236,103 @@ def test_solutionwidget_replots_when_data_uploaded_after_run(): upload_csv(di, "late.csv", "time,signal\n0,0.0\n1,1.0\n") # must not raise assert di.datasets # upload succeeded and triggered a listener-driven replot + + +def test_solutionwidget_run_tags_history_with_config_name_and_hash(): + cw = ConfigurationWidget() + cw._name_field.value = "My Config" + sw = SolutionWidget() + sw.bind_to_config(cw) + + sw._on_run(None) + + run = sw.history.selected + assert run.config_name == "My Config" + assert run.config_hash == cw.config_hash + + +def test_solutionwidget_run_auto_saves_config_to_store(): + cw = ConfigurationWidget() + cw._name_field.value = "Auto Saved Config" + sw = SolutionWidget() + sw.bind_to_config(cw) + + sw._on_run(None) + + name, state = configuration_store.load_from_store(cw.config_hash) + assert state == cw._snapshot_state() + + +def test_solutionwidget_run_without_bound_config_leaves_history_untagged(): + sw = SolutionWidget(process=built_process()) + sw._on_run(None) + + run = sw.history.selected + assert run.config_name is None + assert run.config_hash is None + + +def test_solutionwidget_run_refuses_when_bound_config_has_no_name(): + cw = ConfigurationWidget() + cw._name_field.value = "" # cleared the default name + sw = SolutionWidget() + sw.bind_to_config(cw) + + sw._on_run(None) + + assert sw.history.runs == [] + assert "name" in sw.status.value.lower() + + +def test_solutionwidget_run_without_bound_config_does_not_require_a_name(): + sw = SolutionWidget(process=built_process()) # no ConfigurationWidget bound + sw._on_run(None) + + assert len(sw.history.runs) == 1 + + +def test_solutionwidget_process_label_shows_the_configuration_name_not_the_process_name(): + cw = ConfigurationWidget() + sw = SolutionWidget() + sw.bind_to_config(cw) + assert "New Experiment" in sw._process_label.value # the default name, not "Batch Elution" + assert "Batch Elution" not in sw._process_label.value + + cw._name_field.value = "My Named Config" + assert "My Named Config" in sw._process_label.value + assert "Batch Elution" not in sw._process_label.value + + +def test_solutionwidget_run_history_label_uses_the_configuration_name(): + cw = ConfigurationWidget() + cw._name_field.value = "My Named Config" + sw = SolutionWidget() + sw.bind_to_config(cw) + + sw._on_run(None) + + assert sw.history.selected.label == "My Named Config" + + +def test_solutionwidget_load_config_button_hidden_without_a_hash(): + sw = SolutionWidget(process=built_process()) + sw._on_run(None) # no bound ConfigurationWidget -> no hash + + assert sw._btn_load_config.layout.display == "none" + + +def test_solutionwidget_load_config_button_reimports_the_run_configuration(): + cw = ConfigurationWidget() + cw._name_field.value = "Reimport Test Config" + sw = SolutionWidget() + sw.bind_to_config(cw) + sw._on_run(None) + saved_hash = sw.history.selected.config_hash + + cw._model_form.element("flow_rate").value = 9.9e-6 + assert cw.config_hash != saved_hash + + assert sw._btn_load_config.layout.display == "" + sw._on_load_config(None) + + assert cw.config_hash == saved_hash From c40589ee6acfad6d77caae9047c780855c5aa7a5 Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Fri, 11 Sep 2026 11:56:49 +0200 Subject: [PATCH 062/158] Clean up --- cadetgui/cadetprocessadapter.py | 24 +++++ cadetgui/widgets/composite/configuration.py | 109 ++++++++++++-------- cadetgui/widgets/composite/solution.py | 55 ++-------- cadetgui/widgets/forms/renderer.py | 23 +++-- tests/test_configuration.py | 36 +++++++ tests/test_solution.py | 13 +++ 6 files changed, 165 insertions(+), 95 deletions(-) diff --git a/cadetgui/cadetprocessadapter.py b/cadetgui/cadetprocessadapter.py index fa41ed9..110eda7 100644 --- a/cadetgui/cadetprocessadapter.py +++ b/cadetgui/cadetprocessadapter.py @@ -524,3 +524,27 @@ def _apply(values: Mapping[str, Any]) -> Any: fields=fields, build=_apply, ) + + +def classify_signal_ports(result: Any) -> list[tuple[str, tuple[str, str]]]: + """List (label, (unit, port)) solution signals, collapsed for Inlet/Outlet units. + + An `Inlet`'s "inlet" port and an `Outlet`'s "outlet" port are CADET-Process + bookkeeping, not real signals -- identical to that same unit's other port + for every current template. Only the real port is offered, labeled + "Source"/"Sink" rather than the (there, meaningless) port name. + """ + units = result.process.flow_sheet.units_dict + options: list[tuple[str, tuple[str, str]]] = [] + for unit_name, ports in result.solution.items(): + unit = units.get(unit_name) + if isinstance(unit, Inlet): + if "outlet" in ports: + options.append((f"{unit_name}: Source", (unit_name, "outlet"))) + elif isinstance(unit, Outlet): + if "inlet" in ports: + options.append((f"{unit_name}: Sink", (unit_name, "inlet"))) + else: + for port in ports: + options.append((f"{unit_name}: {port}", (unit_name, port))) + return options diff --git a/cadetgui/widgets/composite/configuration.py b/cadetgui/widgets/composite/configuration.py index f911d36..f9998d9 100644 --- a/cadetgui/widgets/composite/configuration.py +++ b/cadetgui/widgets/composite/configuration.py @@ -22,6 +22,7 @@ ConfigurationState, compute_hash, load_from_store, + load_h5, save_to_store, ) from .._chrome import style_tag @@ -86,7 +87,10 @@ def __init__( self._event_sliders: Dict[str, W.FloatSlider] = {} self._cycle_time_minutes_element: Optional[FloatField] = None self.config_name: str = _DEFAULT_CONFIG_NAME - self.config_hash: Optional[str] = None + # Set around _apply_state()'s picker/component writes so each one's own + # observer doesn't trigger its own full rebuild -- one rebuild for the + # whole restored selection instead of one per field touched. + self._suspend_rebuild = False # None = use configuration_store.default_store_dir(); set via the # "Storage folder" field below once the user picks one explicitly. self._store_dir: Optional[Path] = None @@ -341,7 +345,7 @@ def __init__( self._rebuild_forms() def add_listener(self, fn: Callable[[Any], None]) -> None: - """Register a callback fired with `.process` on every successful build.""" + """Register a callback fired with `.process` on every build or name change.""" self._listeners.append(fn) def _notify(self) -> None: @@ -422,22 +426,24 @@ def _maybe_autoadd_component(self) -> bool: return True return False + def _toggle_box(self, box: W.Widget) -> bool: + """Show/hide `box` (a `display: none` VBox); return whether it is now shown.""" + shown = box.layout.display == "none" + box.layout.display = "" if shown else "none" + return shown + def _on_toggle_settings(self, _btn: Any) -> None: - shown = self._settings_box.layout.display != "none" - self._settings_box.layout.display = "none" if shown else "" + self._toggle_box(self._settings_box) def _on_toggle_binding_settings(self, _btn: Any) -> None: - shown = self._binding_settings_box.layout.display != "none" - self._binding_settings_box.layout.display = "none" if shown else "" + self._toggle_box(self._binding_settings_box) def _on_toggle_process_settings(self, _btn: Any) -> None: - shown = self._process_settings_box.layout.display != "none" - self._process_settings_box.layout.display = "none" if shown else "" + self._toggle_box(self._process_settings_box) def _on_toggle_save_load_details(self, _btn: Any) -> None: - shown = self._save_load_details_box.layout.display != "none" - self._save_load_details_box.layout.display = "none" if shown else "" - self._btn_toggle_save_load_details.description = "Show details" if shown else "Hide details" + shown = self._toggle_box(self._save_load_details_box) + self._btn_toggle_save_load_details.description = "Hide details" if shown else "Show details" def _make_on_multiplex_change(self, name: str) -> Callable[[dict], None]: def _on_change(change: dict) -> None: @@ -460,7 +466,7 @@ def _on_show_optional_binding_change(self, change: dict) -> None: def _on_process_built(self, built: Any) -> None: self.process = built - self._refresh_config_hash() + self._refresh_hash_display() self._notify() self.status.value = "Process built." @@ -488,11 +494,15 @@ def _snapshot_state(self) -> ConfigurationState: model_values=self._model_form.collect_values(), ) - def _refresh_config_hash(self) -> None: + @property + def config_hash(self) -> Optional[str]: + """Content hash of the current configuration, or None if nothing is built yet.""" try: - self.config_hash = compute_hash(self._snapshot_state()) + return compute_hash(self._snapshot_state()) except RuntimeError: - self.config_hash = None + return None + + def _refresh_hash_display(self) -> None: if self.config_hash is None: self._hash_display.value = "No configuration built yet." else: @@ -509,25 +519,29 @@ def _apply_state(self, name: str, state: ConfigurationState) -> None: " that isn't registered here anymore." ) - for param_name, enabled in state.multiplex_state.items(): - checkbox = self._multiplex_checkboxes.get(param_name) - if checkbox is not None: - checkbox.value = enabled - self._show_optional_checkbox.value = state.show_optional_column - self._show_optional_binding_checkbox.value = state.show_optional_binding - - self._components.value = list(state.components) - self._column_picker.value = column_factory - self._binding_picker.value = binding_factory - self._model_picker.value = template_factory + self._suspend_rebuild = True + try: + for param_name, enabled in state.multiplex_state.items(): + checkbox = self._multiplex_checkboxes.get(param_name) + if checkbox is not None: + checkbox.value = enabled + self._show_optional_checkbox.value = state.show_optional_column + self._show_optional_binding_checkbox.value = state.show_optional_binding + self._components.value = list(state.components) + self._column_picker.value = column_factory + self._binding_picker.value = binding_factory + self._model_picker.value = template_factory + finally: + self._suspend_rebuild = False + self._rebuild_forms() self._column_form.set_values(state.column_values) self._binding_form.set_values(state.binding_values) self._model_form.set_values(state.model_values) self.config_name = name self._name_field.value = name - self._refresh_config_hash() + self._refresh_hash_display() def import_from_store(self, hash_: str) -> None: """Load a configuration previously saved to the local store, by its hash.""" @@ -540,6 +554,8 @@ def import_from_store(self, hash_: str) -> None: self.save_status.value = f"Imported '{name}' ({hash_})." def _rebuild_forms(self) -> None: + if self._suspend_rebuild: + return column = self._get_column() binding_model = self._get_binding_model() model_fn = self._model_picker.value @@ -548,7 +564,7 @@ def _rebuild_forms(self) -> None: self._binding_form_box.children = () self._model_form_box.children = () self._clear_event_section() - self._refresh_config_hash() + self._refresh_hash_display() return column_params = set(getattr(column, "required_parameters", None) or []) @@ -587,7 +603,7 @@ def _attach_binding(built: Any, col: Any = column) -> None: # `self._model_form = ...` assignment has completed -- so that first # call sees a stale (pre-rebuild) _model_form and can't snapshot yet. # Refresh again now that all three forms are actually assigned. - self._refresh_config_hash() + self._refresh_hash_display() self.status.value = ( "Fields apply automatically as you edit them" @@ -856,6 +872,7 @@ def _on_name_change(self, change: dict) -> None: if change.get("name") != "value": return self.config_name = change["new"] + self._notify() # e.g. the Simulation tab's process label tracks this too def _on_set_store_dir(self, _btn: Any) -> None: text = self._store_dir_field.value.strip() @@ -873,21 +890,32 @@ def _on_set_store_dir(self, _btn: Any) -> None: self._store_dir_field.value = str(path) self.save_status.value = f"Configurations will be saved to {path}." + def name_error(self, action: str = "saving") -> Optional[str]: + """Error message if this configuration has no name yet for `action`, else None.""" + if self.config_name.strip(): + return None + return f"Give the configuration a name before {action}." + + def persist_to_store(self) -> Path: + """Snapshot and save the current configuration to the store. Returns its path. + + Raises RuntimeError if unnamed or nothing has been built yet. + """ + error = self.name_error() + if error: + raise RuntimeError(error) + state = self._snapshot_state() + return save_to_store( + state, self.config_name, process=self.process, store_dir=self._store_dir + ) + def _on_save(self, _btn: Any) -> None: - if not self.config_name.strip(): - self.save_status.value = ( - "Give the configuration a name before saving." - ) - return try: - state = self._snapshot_state() - path = save_to_store( - state, self.config_name, process=self.process, store_dir=self._store_dir - ) + path = self.persist_to_store() except Exception as exc: # noqa: BLE001 self.save_status.value = f"{exc}" return - self._refresh_config_hash() + self._refresh_hash_display() self.save_status.value = f"Saved to {path}." def _on_file_upload_change(self, change: dict) -> None: @@ -896,9 +924,6 @@ def _on_file_upload_change(self, change: dict) -> None: item = self._file_upload.value[0] try: import tempfile - from pathlib import Path - - from ...configuration_store import load_h5 with tempfile.TemporaryDirectory() as tmp_dir: tmp_path = Path(tmp_dir) / item["name"] diff --git a/cadetgui/widgets/composite/solution.py b/cadetgui/widgets/composite/solution.py index 0ae4222..02fcde7 100644 --- a/cadetgui/widgets/composite/solution.py +++ b/cadetgui/widgets/composite/solution.py @@ -3,8 +3,8 @@ from typing import Any, Callable, Optional import ipywidgets as W -from CADETProcess.processModel import Inlet, Outlet +from ...cadetprocessadapter import classify_signal_ports from ...simulation import run_process as _default_runner from .._chrome import style_tag from ..elements import ChoiceField @@ -13,30 +13,6 @@ __all__ = ["SolutionWidget"] -def _signal_options(result: Any) -> list[tuple[str, tuple[str, str]]]: - """List (label, (unit, port)) signal options, collapsed for Inlet/Outlet units. - - An `Inlet`'s "inlet" port and an `Outlet`'s "outlet" port are CADET-Process - bookkeeping, not real signals -- confirmed identical to that same unit's - other port for every current template. Only the real port is offered, - labeled "Source"/"Sink" rather than the (there, meaningless) port name. - """ - units = result.process.flow_sheet.units_dict - options: list[tuple[str, tuple[str, str]]] = [] - for unit_name, ports in result.solution.items(): - unit = units.get(unit_name) - if isinstance(unit, Inlet): - if "outlet" in ports: - options.append((f"{unit_name}: Source", (unit_name, "outlet"))) - elif isinstance(unit, Outlet): - if "inlet" in ports: - options.append((f"{unit_name}: Sink", (unit_name, "inlet"))) - else: - for port in ports: - options.append((f"{unit_name}: {port}", (unit_name, port))) - return options - - class SolutionWidget: """Run a CADET-Process process and plot its solution. @@ -112,11 +88,6 @@ def bind_to_config(self, config_widget: Any) -> None: """ self._config_widget = config_widget config_widget.add_listener(self.set_process) - # Renaming doesn't rebuild the process (no add_listener notification), - # but the Simulation tab's label must still track it. - config_widget._name_field.observe( - lambda _change: self._update_process_label(), names="value" - ) if getattr(config_widget, "process", None) is not None: self.set_process(config_widget.process) @@ -155,13 +126,8 @@ def _tag_current_config(self) -> tuple[Optional[str], Optional[str]]: if self._config_widget is None: return None, None try: - from ...configuration_store import save_to_store - - cw = self._config_widget - save_to_store( - cw._snapshot_state(), cw.config_name, process=cw.process, store_dir=cw._store_dir - ) - return cw.config_name, cw.config_hash + self._config_widget.persist_to_store() + return self._config_widget.config_name, self._config_widget.config_hash except Exception: # noqa: BLE001 return None, None @@ -170,18 +136,17 @@ def _on_run(self, _btn: Any) -> None: if self.process is None: self.status.value = "No process to run." return - if self._config_widget is not None and not self._config_widget.config_name.strip(): - self.status.value = ( - "Give the configuration a name before" - " running a simulation." - ) - return + if self._config_widget is not None: + error = self._config_widget.name_error("running a simulation") + if error: + self.status.value = f"{error}" + return label = self._display_name() - config_name, config_hash = self._tag_current_config() self._btn_run.disabled = True self._btn_run.description = "Running..." self.status.value = "Running simulation…" + config_name, config_hash = self._tag_current_config() try: result = self._runner(self.process) except Exception as exc: # noqa: BLE001 @@ -218,7 +183,7 @@ def _on_history_pick(self, run: RunRecord) -> None: def _load_result(self, result: Any) -> None: self.result = result - self._signal_picker.set_options(_signal_options(result), keep_value=True) + self._signal_picker.set_options(classify_signal_ports(result), keep_value=True) self._plot_selected() def _on_clear(self, _btn: Any) -> None: diff --git a/cadetgui/widgets/forms/renderer.py b/cadetgui/widgets/forms/renderer.py index 9916b2a..7591ef4 100644 --- a/cadetgui/widgets/forms/renderer.py +++ b/cadetgui/widgets/forms/renderer.py @@ -77,6 +77,10 @@ def __init__( self.built: Any = None self._on_built = on_built self.status = W.HTML("Ready.") + # Set around set_values()'s per-element writes so each one's own + # observer doesn't trigger its own commit -- one commit for the whole + # batch instead of one per field touched. + self._suspend_commit = False self._elements: Dict[str, Element] = {f.name: element_for_field(f) for f in spec.fields} for element in self._elements.values(): @@ -115,7 +119,8 @@ def collect_values(self) -> Dict[str, Any]: return values def _on_field_changed(self, _change: dict) -> None: - self._commit() + if not self._suspend_commit: + self._commit() def _commit(self) -> None: if not self.is_valid: @@ -137,18 +142,20 @@ def _commit(self) -> None: self.status.value = f"{exc}" def _on_reset(self, _btn: Any) -> None: - for f in self.spec.fields: - self._elements[f.name].value = _coerced_default(f) - self._commit() + self.set_values({}) def set_values(self, values: Mapping[str, Any]) -> None: - """Push a dict of field values into the rendered elements and commit. + """Push a dict of field values into the rendered elements and commit once. Any field name missing from `values` falls back to its own default. """ - for f in self.spec.fields: - value = values[f.name] if f.name in values else _coerced_default(f) - self._elements[f.name].value = value + self._suspend_commit = True + try: + for f in self.spec.fields: + default = _coerced_default(f) + self._elements[f.name].value = values.get(f.name, default) + finally: + self._suspend_commit = False self._commit() def display(self) -> None: diff --git a/tests/test_configuration.py b/tests/test_configuration.py index 628ba08..bfa81c2 100644 --- a/tests/test_configuration.py +++ b/tests/test_configuration.py @@ -899,3 +899,39 @@ def test_save_load_section_is_the_first_section_in_the_panel(): # index 0 is the injected style tag, index 1 the panel title save_load_section = children[2] assert "Save / Load Configuration" in save_load_section.children[0].value + + +def test_name_error_reflects_whether_the_configuration_is_named(): + cw = ConfigurationWidget() + assert cw.name_error() is None # has the default name + + cw._name_field.value = "" + error = cw.name_error("running a simulation") + assert error == "Give the configuration a name before running a simulation." + + +def test_persist_to_store_raises_without_a_name(): + cw = ConfigurationWidget() + cw._name_field.value = "" + try: + cw.persist_to_store() + assert False, "should have raised" + except RuntimeError as exc: + assert "name" in str(exc).lower() + + +def test_persist_to_store_saves_and_returns_the_path(tmp_path): + cw = ConfigurationWidget() + cw._name_field.value = "Persisted Config" + + path = cw.persist_to_store() + + assert path == tmp_path / f"{cw.config_hash}.h5" + assert path.exists() + + +def test_config_hash_is_computed_fresh_not_cached_stale(): + cw = ConfigurationWidget() + first = cw.config_hash + cw._model_form.element("flow_rate").value = 8.8e-6 + assert cw.config_hash != first # no stale cached value survives a field edit diff --git a/tests/test_solution.py b/tests/test_solution.py index 373e415..7f2df0e 100644 --- a/tests/test_solution.py +++ b/tests/test_solution.py @@ -144,6 +144,19 @@ def test_signal_list_source_and_sink_options_point_at_the_real_port(): assert options["outlet: Sink"] == ("outlet", "inlet") +def test_classify_signal_ports_is_usable_standalone_from_the_adapter(): + # SolutionWidget is a thin caller -- the classification itself lives in + # cadetprocessadapter.py (framework-agnostic, no ipywidgets import). + from cadetgui.cadetprocessadapter import classify_signal_ports + from cadetgui.simulation import run_process + + process = built_process() + result = run_process(process) + options = dict(classify_signal_ports(result)) + assert options["feed: Source"] == ("feed", "outlet") + assert options["column: inlet"] == ("column", "inlet") + + def test_solutionwidget_selection_persists_across_reruns(): sw = SolutionWidget(process=built_process()) sw._on_run(None) From 5f15488ad1bb3342db3aaec2a6024baff74cbed2 Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Fri, 11 Sep 2026 12:18:20 +0200 Subject: [PATCH 063/158] Add parameter Estimation Widget --- cadetgui/widgets/__init__.py | 2 + cadetgui/widgets/composite/__init__.py | 2 + .../widgets/composite/parameter_estimation.py | 38 +++++++++++++++++++ cadetgui/widgets/composite/workbench.py | 20 +++++----- tests/test_parameter_estimation.py | 17 +++++++++ tests/test_workbench.py | 12 +++--- 6 files changed, 75 insertions(+), 16 deletions(-) create mode 100644 cadetgui/widgets/composite/parameter_estimation.py create mode 100644 tests/test_parameter_estimation.py diff --git a/cadetgui/widgets/__init__.py b/cadetgui/widgets/__init__.py index 8867619..b4c4672 100644 --- a/cadetgui/widgets/__init__.py +++ b/cadetgui/widgets/__init__.py @@ -13,6 +13,7 @@ ConfigurationWidget, DataImportWidget, ExperimentalDataset, + ParameterEstimationWidget, RunHistoryWidget, RunRecord, SolutionWidget, @@ -25,4 +26,5 @@ "RunRecord", "DataImportWidget", "ExperimentalDataset", + "ParameterEstimationWidget", ] diff --git a/cadetgui/widgets/composite/__init__.py b/cadetgui/widgets/composite/__init__.py index d152674..eb9f82e 100644 --- a/cadetgui/widgets/composite/__init__.py +++ b/cadetgui/widgets/composite/__init__.py @@ -4,6 +4,7 @@ """ from .configuration import ConfigurationWidget from .data_import import DataImportWidget, ExperimentalDataset +from .parameter_estimation import ParameterEstimationWidget from .run_history import RunHistoryWidget, RunRecord from .solution import SolutionWidget from .workbench import WorkbenchWidget @@ -15,5 +16,6 @@ "RunRecord", "DataImportWidget", "ExperimentalDataset", + "ParameterEstimationWidget", "WorkbenchWidget", ] diff --git a/cadetgui/widgets/composite/parameter_estimation.py b/cadetgui/widgets/composite/parameter_estimation.py new file mode 100644 index 0000000..ee939d6 --- /dev/null +++ b/cadetgui/widgets/composite/parameter_estimation.py @@ -0,0 +1,38 @@ +from __future__ import annotations + +from typing import Optional + +import ipywidgets as W + +from .._chrome import style_tag +from .data_import import DataImportWidget + +__all__ = ["ParameterEstimationWidget"] + + +class ParameterEstimationWidget: + """Parameter estimation: fit a process's parameters against experimental data. + + Currently just houses experimental-data import (`DataImportWidget`) as its + first section -- the fitting workflow itself (PRODUCT_VISION.md §16) isn't + built yet; `.data` is exposed directly for other widgets (e.g. + `SolutionWidget.bind_to_data`) and scripting. + """ + + def __init__(self, *, data: Optional[DataImportWidget] = None) -> None: + self.data = data or DataImportWidget() + + self.root = W.VBox( + [ + W.HTML(style_tag()), + W.HTML("
Parameter estimation
"), + self.data.root, + ] + ) + self.root.add_class("cadetgui-panel") + + def display(self) -> None: + """Render this widget in a Jupyter cell.""" + from IPython.display import display as _display + + _display(self.root) diff --git a/cadetgui/widgets/composite/workbench.py b/cadetgui/widgets/composite/workbench.py index d6b68b7..33bcefc 100644 --- a/cadetgui/widgets/composite/workbench.py +++ b/cadetgui/widgets/composite/workbench.py @@ -6,23 +6,23 @@ from .._chrome import logo_data_uri, style_tag from .configuration import ConfigurationWidget -from .data_import import DataImportWidget +from .parameter_estimation import ParameterEstimationWidget from .solution import SolutionWidget __all__ = ["WorkbenchWidget"] -_STEPS = ("Configuration", "Simulation", "Experimental Data") +_STEPS = ("Configuration", "Simulation", "Parameter Estimation") class WorkbenchWidget: - """Top-level shell: a sidebar-navigated Configuration/Simulation/Data page. + """Top-level shell: a sidebar-navigated Configuration/Simulation/Estimation page. Builds and wires a `ConfigurationWidget`, `SolutionWidget`, and - `DataImportWidget` together (same bindings as + `ParameterEstimationWidget` together (same bindings as examples/configuration_and_solution.ipynb), showing exactly one at a time via a left sidebar instead of stacking all three inline. Each stays a - plain attribute (`.configuration`/`.solution`/`.data`) for scripting — - the shell is purely a navigation convenience, not a black box. + plain attribute (`.configuration`/`.solution`/`.parameter_estimation`) for + scripting — the shell is purely a navigation convenience, not a black box. """ def __init__( @@ -30,19 +30,19 @@ def __init__( *, configuration: Optional[ConfigurationWidget] = None, solution: Optional[SolutionWidget] = None, - data: Optional[DataImportWidget] = None, + parameter_estimation: Optional[ParameterEstimationWidget] = None, ) -> None: self.configuration = configuration or ConfigurationWidget() self.solution = solution or SolutionWidget() - self.data = data or DataImportWidget() + self.parameter_estimation = parameter_estimation or ParameterEstimationWidget() self.solution.bind_to_config(self.configuration) - self.solution.bind_to_data(self.data) + self.solution.bind_to_data(self.parameter_estimation.data) self._panes: Dict[str, W.Widget] = { "Configuration": self.configuration.root, "Simulation": self.solution.root, - "Experimental Data": self.data.root, + "Parameter Estimation": self.parameter_estimation.root, } for root in self._panes.values(): root.layout.display = "none" diff --git a/tests/test_parameter_estimation.py b/tests/test_parameter_estimation.py new file mode 100644 index 0000000..10ab8cc --- /dev/null +++ b/tests/test_parameter_estimation.py @@ -0,0 +1,17 @@ +from __future__ import annotations + +from cadetgui.widgets.composite import DataImportWidget, ParameterEstimationWidget + + +def test_parameter_estimation_widget_nests_a_data_import_widget(): + pw = ParameterEstimationWidget() + + assert isinstance(pw.data, DataImportWidget) + assert pw.data.root in pw.root.children + + +def test_parameter_estimation_widget_accepts_a_prebuilt_data_widget(): + dw = DataImportWidget() + pw = ParameterEstimationWidget(data=dw) + + assert pw.data is dw diff --git a/tests/test_workbench.py b/tests/test_workbench.py index 0b73385..a20902d 100644 --- a/tests/test_workbench.py +++ b/tests/test_workbench.py @@ -19,7 +19,7 @@ def test_workbench_shows_only_the_configuration_pane_initially(): assert wb.configuration.root.layout.display == "" assert wb.solution.root.layout.display == "none" - assert wb.data.root.layout.display == "none" + assert wb.parameter_estimation.root.layout.display == "none" assert wb._nav.index == 0 @@ -30,7 +30,7 @@ def test_workbench_nav_switches_the_visible_pane(): assert wb.configuration.root.layout.display == "none" assert wb.solution.root.layout.display == "" - assert wb.data.root.layout.display == "none" + assert wb.parameter_estimation.root.layout.display == "none" def test_workbench_config_edits_still_flow_through_to_solution(): @@ -46,17 +46,17 @@ def test_workbench_config_edits_still_flow_through_to_solution(): def test_workbench_accepts_prebuilt_widgets(): from cadetgui.widgets.composite import ( ConfigurationWidget, - DataImportWidget, + ParameterEstimationWidget, SolutionWidget, ) cw = ConfigurationWidget() sw = SolutionWidget() - dw = DataImportWidget() + pw = ParameterEstimationWidget() - wb = WorkbenchWidget(configuration=cw, solution=sw, data=dw) + wb = WorkbenchWidget(configuration=cw, solution=sw, parameter_estimation=pw) assert wb.configuration is cw assert wb.solution is sw - assert wb.data is dw + assert wb.parameter_estimation is pw assert sw.process is cw.process From aa96ad69a21e92275ef577f732c49a3a063d32f6 Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Tue, 15 Sep 2026 13:25:51 +0200 Subject: [PATCH 064/158] Add example data explanation file --- examples/EXAMPLE_DATA.md | 74 ++++++++++++++++++++++++++++++++++++++++ 1 file changed, 74 insertions(+) create mode 100644 examples/EXAMPLE_DATA.md diff --git a/examples/EXAMPLE_DATA.md b/examples/EXAMPLE_DATA.md new file mode 100644 index 0000000..db7afe8 --- /dev/null +++ b/examples/EXAMPLE_DATA.md @@ -0,0 +1,74 @@ +# Example datasets + +Every file in `examples/data/` is *synthetic* — generated by running the exact +`ConfigurationWidget()` default process (or a known, named deviation from it) +through the real CADET-Process simulator, sampling the result, and adding a +small amount of noise. None of it is measured data. The point of writing down +exactly how each file was made is so you know what the "correct" answer is +before you fit it — useful for checking the Parameter Estimation tab actually +works, not just that it runs without error. + +All three share the same base: `ConfigurationWidget()`'s plain defaults — +`LumpedRateModelWithoutPores` column, `Linear` binding, 2 components, flow +rate `1e-6`, `total_porosity = 0.72`, `axial_dispersion = 1e-8`, +`adsorption_rate = [0, 0]`, `desorption_rate = [0, 0]` (i.e. no binding at +all by default). Each row below only lists what was changed from that. + +| File | Changed from defaults | Signal / Calibration | Window | Noise (seed) | +|---|---|---|---|---| +| `example_uv_signal.csv` | *(nothing — plain defaults)* | Outlet, Component sum, Beer-Lambert (`extinction_coefficient=5000 L/(mol·cm)`, `path_length=1 cm`) | 0–10 min, 0.1 min steps | Gaussian, seed `20260911` | +| `example_raw_signal.csv` | `total_porosity = 0.60` | Outlet, Component 1, no calibration | 0–10 min, 0.1 min steps | Gaussian (scale 0.15), seed `20260916` | +| `example_binding_signal.csv` | `total_porosity = 0.65`, `axial_dispersion = 2e-8`, `adsorption_rate = [0, 0.3]`, `desorption_rate = [0, 0.05]` | Outlet, Total (sum of both components), no calibration | 0–20 min, 0.1 min steps | Gaussian (scale 0.08), seed `20260917` | + +All noise is clipped at `0` afterward (no negative signal values). Every file +has a `time_min,signal` header and reads directly with `DataImportWidget` +(first two columns, time already in minutes). + +## `example_uv_signal.csv` + +The Beer-Lambert calibration exercise: nothing about the underlying process +differs from the plain default configuration, only the *signal* is +transformed (`signal = concentration * extinction_coefficient * path_length`) +to simulate a raw UV280 detector trace instead of a concentration directly. +Pick **Calibration: Beer-Lambert**, enter `extinction_coefficient = 5000`, +`path_length = 1`, to convert it back and see it line up with the simulated +curve. Not meant for parameter fitting (nothing was perturbed to fit +*towards*) — it's the calibration-mechanism demo. + +## `example_raw_signal.csv` + +The simplest possible fitting exercise. `total_porosity` is the only thing +that differs from the default configuration (`0.60` vs. the default `0.72`); +`axial_dispersion` and the binding rates are untouched. Pick +**Calibration: None**, check only **Total porosity**, run — it recovers a +value close to `0.60`. + +## `example_binding_signal.csv` + +A genuine bind-and-elute scenario, four parameters away from the default +configuration: `total_porosity`, `axial_dispersion`, and Component 2's +`adsorption_rate`/`desorption_rate` (Component 1 is left non-binding, i.e. an +unretained tracer — like a salt front eluting near the void volume, ahead of +a retained protein peak). Signal is **Total** (both components summed, as a +non-selective detector would see them), no calibration. + +Verified end-to-end (fitting from the plain default configuration, starting +`total_porosity=0.5`, `adsorption_rate=0.1`, `desorption_rate=0.1`): + +| Parameter | True value | Recovered | +|---|---|---| +| `total_porosity` | 0.65 | 0.6509 | +| `adsorption_rate` (Component 2) | 0.3 | 0.2980 | +| `desorption_rate` (Component 2) | 0.05 | 0.0495 | + +These three recover cleanly and are the recommended checklist for a first +try. `axial_dispersion` (true `2e-8`) is deliberately *not* in that +recommended set — checking it too converges to a plausible but wrong value +(~`6e-8`) alongside the other three, because a single noisy Total-signal +trace doesn't carry enough independent information to separate axial +dispersion's effect from porosity's (see `ai-docs/ARCHITECTURE.md`'s +parameter-estimation section for the general point — this is a real +identifiability limitation, not a bug). Fitting it usefully needs either a +cleaner (lower-noise / higher-resolution) reference or fixing the other +parameters first from an independent measurement, same as in a real +experiment. From b62aa92340e03a573b3616d0d0aaf0348fa385f5 Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Tue, 15 Sep 2026 13:26:14 +0200 Subject: [PATCH 065/158] Add live plot to parameter estimation widget --- cadetgui/cadetprocessadapter.py | 36 +- cadetgui/configuration_store.py | 19 + cadetgui/parameter_estimation.py | 367 +++++++++ .../widgets/composite/parameter_estimation.py | 726 +++++++++++++++++- cadetgui/widgets/composite/solution.py | 21 +- cadetgui/widgets/composite/workbench.py | 2 +- examples/configuration_and_solution.ipynb | 27 +- examples/data/example_binding_signal.csv | 202 +++++ examples/data/example_raw_signal.csv | 102 +++ examples/data/example_uv_signal.csv | 302 +++----- examples/webapp/README.md | 22 +- examples/webapp/app.ipynb | 2 +- tests/test_configuration_store.py | 31 + tests/test_parameter_estimation.py | 638 ++++++++++++++- tests/test_parameter_estimation_adapter.py | 330 ++++++++ tests/test_solution.py | 63 +- tests/test_workbench.py | 20 + 17 files changed, 2604 insertions(+), 306 deletions(-) create mode 100644 cadetgui/parameter_estimation.py create mode 100644 examples/data/example_binding_signal.csv create mode 100644 examples/data/example_raw_signal.csv create mode 100644 tests/test_parameter_estimation_adapter.py diff --git a/cadetgui/cadetprocessadapter.py b/cadetgui/cadetprocessadapter.py index 110eda7..2181d33 100644 --- a/cadetgui/cadetprocessadapter.py +++ b/cadetgui/cadetprocessadapter.py @@ -476,6 +476,25 @@ def build_parameter_config_spec( names = _unique_preserve_order(list(req)) category, model_name = _category_and_model(obj) + # `obj.required_parameters` is a CADET-Process class-level property whose + # *order* is not stable across process runs: its metaclass builds it via + # `list(set(parameters))` (CADETProcess/dataStructure/dataStructure.py), + # so which parameter lands first depends on Python's per-process string + # hash seed -- confirmed by observing `total_porosity` and + # `axial_dispersion` swap which one is index 0 between separate `python` + # invocations of the identical code. The *set* of names is correct, only + # the order isn't. Re-order by this model's position in + # `parameters/interface.json` instead (a curated, deliberately-ordered + # schema) so the rendered field/checklist order is actually stable and + # doesn't reshuffle every time a user restarts their kernel. See + # ai-docs/UPSTREAM_ISSUES.md #4. + if category is not None: + try: + schema_order = list(_param_metadata_for(category, model_name)) + except KeyError: + schema_order = [] + names.sort(key=lambda n: schema_order.index(n) if n in schema_order else len(schema_order)) + # is_kinetic isn't in CADET-Process's own required_parameters, but every # binding model with a real isotherm needs it settable. `names` is only # non-empty for those (NoBinding's required_parameters is []). @@ -533,18 +552,25 @@ def classify_signal_ports(result: Any) -> list[tuple[str, tuple[str, str]]]: bookkeeping, not real signals -- identical to that same unit's other port for every current template. Only the real port is offered, labeled "Source"/"Sink" rather than the (there, meaningless) port name. + + Any "Sink" entry is sorted first -- comparing/fitting against the process + outlet is the common case (`ChoiceField.set_options(..., keep_value=True)` + defaults to index 0 when nothing was previously selected, so this is what + determines the signal picker's default in both `SolutionWidget` and + `ParameterEstimationWidget`). """ units = result.process.flow_sheet.units_dict - options: list[tuple[str, tuple[str, str]]] = [] + sinks: list[tuple[str, tuple[str, str]]] = [] + others: list[tuple[str, tuple[str, str]]] = [] for unit_name, ports in result.solution.items(): unit = units.get(unit_name) if isinstance(unit, Inlet): if "outlet" in ports: - options.append((f"{unit_name}: Source", (unit_name, "outlet"))) + others.append((f"{unit_name}: Source", (unit_name, "outlet"))) elif isinstance(unit, Outlet): if "inlet" in ports: - options.append((f"{unit_name}: Sink", (unit_name, "inlet"))) + sinks.append((f"{unit_name}: Sink", (unit_name, "inlet"))) else: for port in ports: - options.append((f"{unit_name}: {port}", (unit_name, port))) - return options + others.append((f"{unit_name}: {port}", (unit_name, port))) + return sinks + others diff --git a/cadetgui/configuration_store.py b/cadetgui/configuration_store.py index 4c44bc9..4c45519 100644 --- a/cadetgui/configuration_store.py +++ b/cadetgui/configuration_store.py @@ -19,6 +19,7 @@ "load_h5", "save_to_store", "load_from_store", + "list_store", ] @@ -156,3 +157,21 @@ def load_from_store( if not path.exists(): raise FileNotFoundError(f"No saved configuration with hash {hash_!r} in {store_dir}.") return load_h5(path) + + +def list_store(*, store_dir: Optional[Path] = None) -> List[Tuple[str, str]]: + """List every saved configuration as (name, hash) pairs, newest first. + + Silently skips any file that isn't a valid saved configuration (e.g. a + plain CADET-Core h5 someone dropped into the store directory by hand). + """ + store_dir = store_dir or default_store_dir() + paths = sorted(store_dir.glob("*.h5"), key=lambda p: p.stat().st_mtime, reverse=True) + entries = [] + for path in paths: + try: + name, _ = load_h5(path) + except Exception: # noqa: BLE001 + continue + entries.append((name, path.stem)) + return entries diff --git a/cadetgui/parameter_estimation.py b/cadetgui/parameter_estimation.py new file mode 100644 index 0000000..d7b39e9 --- /dev/null +++ b/cadetgui/parameter_estimation.py @@ -0,0 +1,367 @@ +from __future__ import annotations + +import copy +import threading +from dataclasses import dataclass +from typing import Any, Callable, Literal, Mapping, Optional, Sequence + +import numpy as np +import numpy.typing as npt +from CADETProcess.calibration import apply_beer_lambert, normalize_area +from CADETProcess.comparison import Comparator +from CADETProcess.comparison.difference import SSE +from CADETProcess.optimization import NelderMead, OptimizationProblem +from CADETProcess.processModel import ComponentSystem +from CADETProcess.reference import ReferenceIO +from CADETProcess.simulator import Cadet + +from .cadetprocessadapter import FieldSpec +from .simulation import run_process + +__all__ = [ + "FittableParameter", + "EstimationResult", + "list_fittable_parameters", + "build_reference", + "calibrate_reference", + "run_estimation", + "simulate_at", +] + +CalibrationMethod = Literal["none", "beer_lambert", "normalize_area"] + +_FITTABLE_KINDS = ("float", "float_list") + + +@dataclass(frozen=True) +class FittableParameter: + """One column/binding attribute (or one component of a per-component one) to fit.""" + + owner: Literal["column", "binding"] + name: str + label: str + component_index: Optional[int] + current_value: float + lb: float + ub: float + + +def _bounds(field: FieldSpec, current: float) -> tuple[float, float]: + lb = field.min if field.min is not None else 0.0 + ub = field.max if field.max is not None else (10.0 * current if current else 1.0) + return lb, ub + + +def list_fittable_parameters( + owner: Literal["column", "binding"], + fields: Sequence[FieldSpec], + values: Mapping[str, Any], +) -> list[FittableParameter]: + """List the fittable (float/float_list) fields, one entry per scalar/component. + + Non-numeric kinds ("bool", "text", "choice" -- e.g. `is_kinetic`) aren't + fittable and are skipped. + """ + params: list[FittableParameter] = [] + for field in fields: + if field.kind not in _FITTABLE_KINDS: + continue + if field.kind == "float": + current = float(values[field.name]) + lb, ub = _bounds(field, current) + label = field.label or field.name + params.append(FittableParameter(owner, field.name, label, None, current, lb, ub)) + continue + + for i, current in enumerate(values[field.name]): + current = float(current) + lb, ub = _bounds(field, current) + component = field.component_names[i] if field.component_names else str(i) + label = f"{field.label or field.name} — {component}" + params.append(FittableParameter(owner, field.name, label, i, current, lb, ub)) + return params + + +def build_reference( + label: str, + time_min: npt.ArrayLike, + signal: npt.ArrayLike, + *, + component_name: Optional[str] = None, +) -> ReferenceIO: + """Wrap an imported (time_min, signal) pair as a CADET-Process reference. + + Time is converted to seconds to match the simulation's own time grid. + `component_name`, when given, tags the reference as representing exactly + that one simulated component (see `run_estimation`'s `component_name`) -- + required for a single-channel detector signal that's only sensitive to one + molecule, the common case. Left `None`, the reference is unnamed and + `run_estimation` falls back to comparing against the summed total + concentration of every component (a blended/overlapping signal). + """ + component_system = ComponentSystem([component_name]) if component_name else None + return ReferenceIO( + label, np.asarray(time_min) * 60.0, np.asarray(signal), component_system=component_system + ) + + +def calibrate_reference( + reference: ReferenceIO, method: CalibrationMethod, **kwargs: float +) -> ReferenceIO: + """Convert a raw imported signal (e.g. UV mAU) to concentration-equivalent units. + + Thin wrapper over `CADETProcess.calibration` -- the actual conversions + (`apply_beer_lambert`, `normalize_area`) are native, not reimplemented here. + "none" (the default) returns `reference` unchanged, matching the previous + behavior of comparing the raw signal directly. + """ + if method == "none": + return reference + if method == "beer_lambert": + calibrated = apply_beer_lambert( + reference, kwargs["extinction_coefficient"], kwargs["path_length"] + ) + elif method == "normalize_area": + calibrated = normalize_area(reference, kwargs["target_area"]) + else: + raise ValueError(f"Unknown calibration method: {method!r}") + + # Neither native helper carries the input's component_system over onto the + # new ReferenceIO it builds -- reattach it, or a `component_name` passed to + # `build_reference` silently stops being respected by `run_estimation`. + return ReferenceIO( + calibrated.name, calibrated.time, calibrated.solution, calibrated.flow_rate, + component_system=reference.component_system, + ) + + +def _unit_name(process: Any, unit: Any) -> str: + return next(name for name, u in process.flow_sheet.units_dict.items() if u is unit) + + +def _parameter_path(process: Any, column: Any, param: FittableParameter) -> str: + unit_name = _unit_name(process, column) + if param.owner == "column": + return f"flow_sheet.{unit_name}.{param.name}" + return f"flow_sheet.{unit_name}.binding_model.{param.name}" + + +def _register_variables( + problem: OptimizationProblem, + working_process: Any, + working_column: Any, + params: Sequence[FittableParameter], + selected_indices: Sequence[int], +) -> None: + """Register one `add_variable` per selected parameter, in order. + + Shared between `run_estimation`'s real optimization problem and + `simulate_at`'s throwaway one -- both need the exact same variables + registered the exact same way for `problem.set_variables(values)` to + write `values` onto the right attributes. + """ + for idx in selected_indices: + param = params[idx] + kwargs: dict[str, Any] = {} + if param.component_index is not None: + kwargs["indices"] = (param.component_index,) + problem.add_variable( + name=f"var_{idx}", + parameter_path=_parameter_path(working_process, working_column, param), + lb=param.lb, + ub=param.ub, + # "auto" lets CADET-Process pick a sensible per-variable scaling + # (e.g. log for a wide-dynamic-range rate constant, linear + # otherwise) -- without it every variable is optimized in its own + # raw, wildly different units (e.g. porosity ~0.7 next to axial + # dispersion ~1e-8), which Nelder-Mead's simplex handles poorly. + normalization="auto", + **kwargs, + ) + + +def simulate_at( + process: Any, + column: Any, + params: Sequence[FittableParameter], + selected_indices: Sequence[int], + values: Sequence[float], +) -> Any: + """Simulate `process` with `values` written onto the selected parameters. + + Deep-copies `process` first -- never touches the caller's own object, and + in particular never touches any other deep copy an optimization run might + be actively mutating elsewhere (e.g. `run_estimation`'s own + `working_process`, which a background optimization thread writes to on + every objective evaluation -- reading or writing it concurrently from + here would be a real race). Meant for periodic "what does the process + look like at this candidate point" previews, e.g. a live progress plot, + fully decoupled from whatever optimization run produced `values`. + """ + working_process = copy.deepcopy(process) + working_column = working_process.flow_sheet.units_dict[_unit_name(process, column)] + + problem = OptimizationProblem("simulate_at") + problem.add_evaluation_object(working_process) + _register_variables(problem, working_process, working_column, params, selected_indices) + problem.set_variables(list(values)) + + return run_process(working_process) + + +class EstimationCancelled(Exception): + """Raised by the per-generation hook `_install_cancel_hook` installs. + + Triggered once a caller sets the `cancel_event` passed to + `run_estimation`, mid-run. + """ + + +def _install_cancel_hook(optimizer: Any, cancel_event: threading.Event) -> None: + """Make `optimizer.optimize()` raise `EstimationCancelled` once `cancel_event` is set. + + Verified (live test, not assumed) that this is the only reliable stop + point: raising from inside an evaluator or a `CADETProcess.optimization. + OptimizationProblem.add_callback()` callback does *not* abort the run -- + CADET-Process's evaluation pipeline deliberately catches exceptions from + both and converts them into a bad-score fallback (`EvaluationFailure`), + by design, so a single flaky simulation doesn't kill an entire + optimization. Mutating `optimizer.maxiter` after `.optimize()` has + started doesn't work either -- `SciPyInterface._run` reads it once into + a plain dict scipy owns from then on, not a live reference. + + What *does* work: `NelderMead.get_callback()` builds the plain function + object scipy calls directly after every generation -- outside the + evaluation pipeline's exception handling entirely, since scipy invokes + it itself, not through CADET-Process's DAG. Instance-patching this one + bound method (shadows the class method for this `optimizer` only) wraps + it with a check that raises before delegating to the original -- + confirmed this exception really does propagate out of `optimize()`. + + One sharp edge along the way: scipy's own `_wrap_callback` (`scipy/ + optimize/_optimize.py`) picks the calling convention by inspecting the + callback's *signature* -- `set(sig.parameters) == {"intermediate_result"}` + selects the modern `callback(intermediate_result=...)` form CADET- + Process's own callback expects; anything else (a generic `*args, + **kwargs` wrapper included) falls back to the legacy `callback(xk)` form, + silently passing a bare ndarray where CADET-Process's callback expects an + `OptimizeResult` and breaking it (confirmed: `'numpy.ndarray' object has + no attribute 'x'`). The wrapper below matches that exact signature. + """ + original_get_callback = optimizer.get_callback + + def _wrapped_get_callback(optimization_problem: Any) -> Callable: + inner = original_get_callback(optimization_problem) + + def _callback(intermediate_result: Any) -> Any: + if cancel_event.is_set(): + raise EstimationCancelled("Estimation cancelled by user.") + return inner(intermediate_result=intermediate_result) + + return _callback + + optimizer.get_callback = _wrapped_get_callback + + +@dataclass(frozen=True) +class EstimationResult: + """Outcome of `run_estimation`.""" + + fitted: dict[int, float] + objective: Optional[float] + success: bool + message: str + # The detached, fitted copy of `process` -- safe to simulate/plot from, but + # never the caller's own process (see `run_estimation`'s docstring). + fitted_process: Optional[Any] = None + cancelled: bool = False + + +def run_estimation( + process: Any, + column: Any, + params: Sequence[FittableParameter], + selected_indices: Sequence[int], + reference: ReferenceIO, + solution_path: str, + maxiter: int, + *, + starts: Sequence[float], + component_name: Optional[str] = None, + on_optimizer_ready: Optional[Callable[[Any], None]] = None, + cancel_event: Optional[threading.Event] = None, +) -> EstimationResult: + """Fit the selected parameters against `reference`, never touching `process`. + + Runs on a deep copy of `process` -- fitted values are only meant to reach + the real configuration through an explicit, user-approved write-back + (PRODUCT_VISION.md §16.4: never silently overwrite the source model). + + `starts` gives the optimizer's initial guess, positionally parallel to + `selected_indices` -- deliberately not implied by `params[i].current_value`, + since a starting guess is a property of the estimation run, not of the + live configuration (confirmed: `OptimizationProblem.add_variable()` has no + per-variable starting-value concept, only `optimize()`'s `x0`). + + `component_name`, when given, restricts the comparison to that one + simulated component (`SSE(..., components=[component_name])`) -- the right + choice whenever the measured signal is specific to one molecule, which is + the common case. Left `None`, every simulated component is summed first + (`use_total_concentration=True`) before differencing, appropriate only for + a genuinely blended/overlapping signal (e.g. a non-selective detector) -- + anything more specific (per-wavelength deconvolution) is out of scope here. + + `on_optimizer_ready`, when given, is called exactly once with the + constructed `NelderMead` instance, right before the blocking `.optimize()` + call. This is the hook a caller running this on a background thread needs + to obtain a live handle to `optimizer.results` (populated incrementally, + one generation at a time, regardless of `save_results`) and poll it from + elsewhere for progress reporting -- see `simulate_at` for how to safely + preview a candidate point without touching this run's own working copy. + + `cancel_event`, when given, is checked once per generation (right after + it finishes, via `_install_cancel_hook` -- see there for exactly why + this is the only point that actually works) -- the run stops there and + returns a cancelled result (`EstimationResult.cancelled=True`) instead + of a normal one. + """ + if not selected_indices: + return EstimationResult({}, None, False, "No parameters selected to fit.") + + working_process = copy.deepcopy(process) + working_column = working_process.flow_sheet.units_dict[_unit_name(process, column)] + + if component_name is not None: + metric = SSE(reference, components=[component_name]) + else: + metric = SSE(reference, use_total_concentration=True) + comparator = Comparator() + comparator.add_difference_metric(metric, solution_path) + + problem = OptimizationProblem("parameter_estimation") + problem.add_evaluation_object(working_process) + _register_variables(problem, working_process, working_column, params, selected_indices) + x0 = list(starts) + + simulator = Cadet() + problem.add_evaluator(simulator) + problem.add_objective(comparator, n_objectives=comparator.n_metrics, requires=[simulator]) + + optimizer = NelderMead(maxiter=maxiter) + if cancel_event is not None: + _install_cancel_hook(optimizer, cancel_event) + if on_optimizer_ready is not None: + on_optimizer_ready(optimizer) + + try: + results = optimizer.optimize(problem, x0=x0, save_results=False) + except EstimationCancelled: + return EstimationResult({}, None, False, "Estimation cancelled by user.", cancelled=True) + except Exception as exc: # noqa: BLE001 + return EstimationResult({}, None, False, str(exc)) + + problem.set_variables(results.x[0]) # write the best point onto working_process + fitted = dict(zip(selected_indices, (float(v) for v in results.x[0]))) + return EstimationResult( + fitted, float(results.f_best[0]), True, "Estimation finished.", working_process + ) diff --git a/cadetgui/widgets/composite/parameter_estimation.py b/cadetgui/widgets/composite/parameter_estimation.py index ee939d6..9d112a6 100644 --- a/cadetgui/widgets/composite/parameter_estimation.py +++ b/cadetgui/widgets/composite/parameter_estimation.py @@ -1,36 +1,750 @@ from __future__ import annotations -from typing import Optional +import threading +import time +from dataclasses import replace +from typing import Any, Optional import ipywidgets as W +import numpy as np +from CADETProcess.plotting import get_fig_size +from ... import configuration_store +from ...cadetprocessadapter import classify_signal_ports +from ...parameter_estimation import ( + CalibrationMethod, + EstimationResult, + FittableParameter, + build_reference, + calibrate_reference, + list_fittable_parameters, + run_estimation, + simulate_at, +) +from ...simulation import run_process from .._chrome import style_tag +from ..elements import ChoiceField from .data_import import DataImportWidget __all__ = ["ParameterEstimationWidget"] class ParameterEstimationWidget: - """Parameter estimation: fit a process's parameters against experimental data. + """Fit a bound configuration's column/binding parameters against experimental data. - Currently just houses experimental-data import (`DataImportWidget`) as its - first section -- the fitting workflow itself (PRODUCT_VISION.md §16) isn't - built yet; `.data` is exposed directly for other widgets (e.g. - `SolutionWidget.bind_to_data`) and scripting. + A deliberately narrow first slice of PRODUCT_VISION.md §16: one configuration, + one experimental dataset, one signal, SSE, Nelder-Mead. See + `cadetgui.parameter_estimation.run_estimation` for the actual fitting logic -- + this widget only collects inputs and renders results. Nests `DataImportWidget` + (`.data`) as its experimental-data source. + + Deliberately self-contained: it runs its own preview simulation (via + "Preview") to discover signal options and show the reference-vs-simulated + overlay, rather than reusing `SolutionWidget`'s last run -- the Simulation + tab shows only the raw simulation, this tab owns the comparison view. """ def __init__(self, *, data: Optional[DataImportWidget] = None) -> None: self.data = data or DataImportWidget() + self._config_widget: Optional[Any] = None + self._params: list[FittableParameter] = [] + # Ordered keys ((owner, name, component_index), see `_param_key`) of + # the parameters currently added to the fit -- replaces a per-row + # checkbox with an explicit "Add parameter" picker (mirrors + # `ComponentListField`'s add/remove pattern), since picking from a + # long list of fittable parameters by scanning checkboxes doesn't + # scale once a model has many of them. + self._added_keys: list[tuple[str, str, Optional[int]]] = [] + # Per-parameter lb/ub/start, keyed the same way -- survives a row + # being removed and re-added, and survives `_on_config_changed` + # rebuilds (via `_snapshot_row_state`), same "don't silently reset + # what the user already typed" rule as everywhere else in this widget. + self._param_state: dict[tuple[str, str, Optional[int]], dict[str, float]] = {} + self._lb_fields: list[W.FloatText] = [] + self._ub_fields: list[W.FloatText] = [] + self._start_fields: list[W.FloatText] = [] + self._remove_buttons: list[W.Button] = [] + self._last_result: Optional[EstimationResult] = None + # The SimulationResults currently shown in the overlay -- the raw + # preview until a fit succeeds, then the fitted run, until the next + # "Preview" resets it. + self._display_result: Optional[Any] = None + # Live-progress state for a running fit -- see `_on_run`/`_tick_progress`. + self._run_done = threading.Event() + self._progress: dict[str, Any] = {"optimizer": None} + # Set by "Cancel" -- checked once per generation inside run_estimation + # (`cancel_event`), the only point that actually stops a running + # Nelder-Mead: see `cadetgui.parameter_estimation._install_cancel_hook` + # for why raising from an evaluator or an `add_callback` doesn't work. + self._cancel_event = threading.Event() + + self._base_process_picker = ChoiceField( + label="Base process:", options=[("Current configuration", None)] + ) + self._btn_refresh_store = W.Button(description="Refresh", icon="refresh") + self._btn_preview = W.Button(description="Preview", icon="eye") + self._dataset_picker = ChoiceField(label="Experimental dataset:", options=[]) + self._component_picker = ChoiceField(label="Signal represents:", options=[]) + self._signal_picker = ChoiceField(label="Signal:", options=[]) + # Matches CADET-Process's own NelderMead default (scipyAdapter.py) -- + # 50 was too low even for a single fitted parameter, let alone several. + self._maxiter_field = W.IntText(value=1000, description="Max iterations:") + self._calibration_picker = ChoiceField( + label="Calibration:", + options=[ + ("None (raw signal)", "none"), + ("Beer-Lambert (absorbance → concentration)", "beer_lambert"), + ("Normalize by injected amount", "normalize_area"), + ], + ) + self._extinction_field = W.FloatText(value=1.0, description="Extinction coeff.:") + self._path_length_field = W.FloatText(value=1.0, description="Path length (cm):") + self._target_area_field = W.FloatText(value=1.0, description="Injected amount:") + self._beer_lambert_box = W.HBox( + [self._extinction_field, self._path_length_field], + layout=W.Layout(display="none"), + ) + self._normalize_area_box = W.HBox( + [self._target_area_field], layout=W.Layout(display="none") + ) + self._param_add_picker = ChoiceField(label="Add parameter:", options=[]) + self._btn_add_param = W.Button(description="Add", icon="plus") + self._param_box = W.VBox([]) + self._btn_run = W.Button(description="Run estimation", icon="magic", button_style="success") + self._btn_cancel = W.Button( + description="Cancel", icon="stop", button_style="danger", + layout=W.Layout(display="none"), + ) + self._btn_accept = W.Button( + description="Accept fitted parameters", icon="check", + layout=W.Layout(display="none"), + ) + self._live_plot_checkbox = W.Checkbox( + description="Live plot", value=False, indent=False + ) + self._elapsed_label = W.HTML(value="") + # `W.Image` (a plain `.value` trait holding PNG bytes), not `W.Output` + # -- `Output`'s capture-based `display()` doesn't reliably route from + # a background thread in a real Jupyter kernel (confirmed: elapsed + # label/status/fit table, all direct trait assignments, updated fine + # from the ticker thread; every `Output`-based plot render silently + # never appeared). A direct trait assignment is the same proven + # mechanism as those, so it works from any thread the same way. + # `display="none"` until there's an actual image -- an empty/unset + # `Image.value` otherwise renders as the browser's broken-image icon. + # A fixed CSS `width` (not `max_width`/percentage, and not left + # unset) is what actually bounds the display size correctly both + # ways: unset let the (higher-dpi, "1_col"-sized) native pixel size + # overflow past a narrower panel; `max_width="100%"` on its own + # previously stretched a *smaller* (100dpi) source up to fill a + # *wider* container and went blurry. A fixed width does neither -- + # same displayed size regardless of native pixels or container width. + self._live_plot_out = W.Image( + format="png", layout=W.Layout(width="700px", display="none") + ) + self._live_plot_error = W.HTML(value="") + self._fit_table = W.HTML() + self._plot_out = W.Image( + format="png", layout=W.Layout(width="400px", display="none") + ) + self.status = W.HTML("Ready.") + self.status.add_class("cadetgui-status") + + self._btn_run.on_click(self._on_run) + self._btn_cancel.on_click(self._on_cancel) + self._btn_accept.on_click(self._on_accept) + self._btn_add_param.on_click(self._on_add_param) + self._btn_refresh_store.on_click(lambda _btn: self._refresh_store_options()) + self._btn_preview.on_click(self._on_preview) + self._base_process_picker.observe(self._on_base_process_change, names="selected_index") + self._signal_picker.observe(self._on_signal_change, names="selected_index") + self._calibration_picker.observe(self._on_calibration_change, names="selected_index") + self._dataset_picker.observe(self._on_reference_input_change, names="selected_index") + self._component_picker.observe(self._on_reference_input_change, names="selected_index") + for field in (self._extinction_field, self._path_length_field, self._target_area_field): + field.observe(self._on_reference_input_change, names="value") + self.data.add_listener(self._refresh_dataset_options) + self._refresh_dataset_options() + + base_process_row = W.HBox( + [self._base_process_picker, self._btn_refresh_store, self._btn_preview], + layout=W.Layout(flex_flow="row wrap"), + ) + base_process_row.add_class("cadetgui-toolbar") + + toolbar = W.HBox( + [ + self._dataset_picker, self._component_picker, + self._signal_picker, self._maxiter_field, self._live_plot_checkbox, + ], + layout=W.Layout(flex_flow="row wrap"), + ) + toolbar.add_class("cadetgui-toolbar") + + calibration_row = W.HBox( + [self._calibration_picker, self._beer_lambert_box, self._normalize_area_box], + layout=W.Layout(flex_flow="row wrap"), + ) + calibration_row.add_class("cadetgui-toolbar") + + add_param_row = W.HBox( + [self._param_add_picker, self._btn_add_param], + layout=W.Layout(flex_flow="row wrap"), + ) + add_param_row.add_class("cadetgui-toolbar") + + fit_section = W.VBox( + [ + W.HTML("
Fit parameters
"), + base_process_row, + toolbar, + calibration_row, + add_param_row, + self._param_box, + W.HBox([self._btn_run, self._btn_cancel, self._btn_accept, self._elapsed_label]), + self._live_plot_error, + self._live_plot_out, + self._fit_table, + self._plot_out, + self.status, + ] + ) + fit_section.add_class("cadetgui-panel") + fit_section.add_class("cadetgui-section") self.root = W.VBox( [ W.HTML(style_tag()), W.HTML("
Parameter estimation
"), self.data.root, + fit_section, ] ) self.root.add_class("cadetgui-panel") + def bind_to_config(self, config_widget: Any) -> None: + """Track a ConfigurationWidget's column/binding parameters to fit.""" + self._config_widget = config_widget + config_widget.add_listener(self._on_config_changed) + self._on_config_changed(config_widget.process) + self._refresh_store_options() + + def _refresh_dataset_options(self) -> None: + self._dataset_picker.set_options([(d.label, d) for d in self.data.datasets]) + + def _refresh_store_options(self) -> None: + store_dir = getattr(self._config_widget, "_store_dir", None) + saved = configuration_store.list_store(store_dir=store_dir) + options = [("Current configuration", None)] + [(name, hash_) for name, hash_ in saved] + self._base_process_picker.set_options(options, keep_value=True) + + def _on_base_process_change(self, change: dict) -> None: + if change.get("name") != "selected_index": + return + hash_ = self._base_process_picker.value + if hash_ is not None and self._config_widget is not None: + self._config_widget.import_from_store(hash_) + self._on_preview(None) + + def _on_calibration_change(self, change: dict) -> None: + if change.get("name") != "selected_index": + return + method = self._calibration_picker.value + self._beer_lambert_box.layout.display = "" if method == "beer_lambert" else "none" + self._normalize_area_box.layout.display = "" if method == "normalize_area" else "none" + self._redraw_overlay() + + def _on_reference_input_change(self, _change: dict) -> None: + self._redraw_overlay() + + def _calibration_kwargs(self) -> dict[str, float]: + method = self._calibration_picker.value + if method == "beer_lambert": + return { + "extinction_coefficient": self._extinction_field.value, + "path_length": self._path_length_field.value, + } + if method == "normalize_area": + return {"target_area": self._target_area_field.value} + return {} + + def _on_preview(self, _btn: Any) -> None: + """Simulate the current base process once: discover signal ports and overlay it.""" + if self._config_widget is None or self._config_widget.process is None: + self.status.value = "No configuration to preview." + return + self.status.value = "Simulating preview…" + self._display_result = run_process(self._config_widget.process) + options = classify_signal_ports(self._display_result) + self._signal_picker.set_options(options, keep_value=True) + self._redraw_overlay() + self.status.value = "Preview ready." + + def _on_signal_change(self, change: dict) -> None: + if change.get("name") != "selected_index": + return + self._redraw_overlay() + + def _current_reference(self) -> tuple[Optional[Any], Optional[str]]: + """Return the calibrated reference for the picked dataset, or (None, None).""" + dataset = self._dataset_picker.value + if dataset is None: + return None, None + reference = build_reference( + dataset.label, dataset.time_min, dataset.signal, + component_name=self._component_picker.value, + ) + reference = calibrate_reference( + reference, self._calibration_picker.value, **self._calibration_kwargs() + ) + return reference, dataset.label + + @staticmethod + def _new_figure(**kwargs: Any) -> Any: + """Build a matplotlib Figure with its own Agg canvas -- never touches `pyplot`. + + `_redraw_overlay`/`_redraw_live_plot` can run on a background thread + (the ticker -- see `_on_run`), and `pyplot`'s figure/backend state is + global and generally not thread-safe (confirmed: a plain `plt. + subplots()` call from a non-main thread crashes under an interactive + backend like TkAgg, e.g. `RuntimeError: main thread is not in main + loop`). Building the Figure directly and attaching `FigureCanvasAgg` + sidesteps `pyplot` (and therefore the active backend) entirely -- + works the same regardless of thread or ambient backend. Must always + be paired with passing the resulting Axes into anything that would + otherwise create its own figure (e.g. `solution.plot(ax=...)`, never + bare `solution.plot()` -- the latter calls `plt.subplots()` internally). + """ + from matplotlib.backends.backend_agg import FigureCanvasAgg + from matplotlib.figure import Figure + + fig = Figure(**kwargs) + FigureCanvasAgg(fig) + return fig + + @staticmethod + def _display_figure(output: W.Image, fig: Any) -> None: + """Render `fig` into `output.value` as PNG bytes. + + A direct trait assignment, not `Output`'s capture-based `display()` -- + confirmed (real Jupyter kernel, not just this sandbox) that the latter + does not reliably route from a background thread: `_elapsed_label`/ + `status`/`_fit_table` (all plain trait updates) updated fine from the + ticker thread, but every `Output`-based plot render silently never + appeared. `W.Image.value` is a plain bytes trait -- the same kind of + update as those, so it works from any thread the same way. + """ + import io + + buf = io.BytesIO() + # No CSS width/max-width on the `Image` widgets (see the + # constructor's note) -- displayed size is exactly the PNG's own + # pixel dimensions, so dpi controls both sharpness and how big it + # actually appears. 150 keeps `_FIGSIZE` ("1_col", ~3.5x2.4in) at a + # normal embedded-plot size while staying sharp. + fig.savefig(buf, format="png", dpi=150, bbox_inches="tight") + output.value = buf.getvalue() + output.layout.display = "" # reveal it -- see the constructor's note on why + + # Matches CADET-Process's own "1_col" default (`CADETProcess.plotting. + # figure_layouts`) -- `solution.plot()` used this by default before this + # widget started always passing its own `ax` (required for thread safety, + # see `_new_figure`); without picking it explicitly here too, the figure + # silently grew to matplotlib's much larger default size instead. + _FIGSIZE = get_fig_size("1_col") + + def _redraw_overlay(self) -> None: + """Plot the current display result's signal, overlaid with the reference if picked.""" + if self._display_result is None or self._signal_picker.value is None: + return + unit, port = self._signal_picker.value + solution = self._display_result.solution[unit][port] + try: + reference, dataset_label = self._current_reference() + except Exception: # noqa: BLE001 + reference, dataset_label = None, None + + fig = self._new_figure(figsize=self._FIGSIZE) + ax = fig.add_subplot(111) + solution.plot(ax=ax) + if reference is not None: + label = f"{dataset_label} (measured)" + t_min = reference.time / 60.0 + # Explicit high-contrast color -- solution.plot()'s own component + # colors come from a separate cycle that can otherwise hand this + # line the same blue as the first (e.g. salt/non-binding) curve. + ax.plot( + t_min, reference.solution[:, 0], + linestyle="--", color="black", linewidth=2, label=label, + ) + ax.legend() + self._display_figure(self._plot_out, fig) + + def _on_config_changed(self, _process: Any) -> None: + cw = self._config_widget + if cw is None or cw._column_form is None or cw._binding_form is None: + new_params: list[FittableParameter] = [] + else: + new_params = list_fittable_parameters( + "column", cw._column_form.spec.fields, cw._column_form.collect_values() + ) + list_fittable_parameters( + "binding", cw._binding_form.spec.fields, cw._binding_form.collect_values() + ) + self._snapshot_row_state() + valid_keys = {self._param_key(p) for p in new_params} + # Drop any added parameter whose identity no longer exists (e.g. a + # binding model change removed it) -- everything else about the + # selection (order, lb/ub/start) survives via `_param_state`. + self._added_keys = [k for k in self._added_keys if k in valid_keys] + self._params = new_params + self._refresh_added_rows() + self._refresh_add_picker_options() + self._refresh_component_options() + + def _refresh_component_options(self) -> None: + cw = self._config_widget + components = list(cw._components.value) if cw is not None else [] + options = [(name, name) for name in components] + options.append(("Total (sum of all components)", None)) + # Skip re-selecting when the component list is unchanged -- both "Total" + # and "nothing selected yet" have value None, so a blind set_options() + # here would silently bounce a deliberate "Total" pick back to index 0 + # on every unrelated field edit (which also fires this refresh). + if [label for label, _ in options] == self._component_picker.option_labels: + return + self._component_picker.set_options(options, keep_value=True) + + @staticmethod + def _param_key(p: FittableParameter) -> tuple[str, str, Optional[int]]: + return (p.owner, p.name, p.component_index) + + def _params_by_key(self) -> dict[tuple[str, str, Optional[int]], FittableParameter]: + return {self._param_key(p): p for p in self._params} + + def _snapshot_row_state(self) -> None: + """Save each currently-rendered row's live field values into `_param_state`. + + Must run *before* `_added_keys` is mutated (append/remove/prune) -- + it zips the live fields against `_added_keys` as it stood when those + fields were last built, so mutating the list first would silently + pair each row's values with the wrong key. + """ + for key, lb, ub, start in zip( + self._added_keys, self._lb_fields, self._ub_fields, self._start_fields + ): + self._param_state[key] = {"lb": lb.value, "ub": ub.value, "start": start.value} + + def _refresh_add_picker_options(self) -> None: + options = [ + (f"{p.label} = {p.current_value:.4g}", key) + for key, p in self._params_by_key().items() + if key not in self._added_keys + ] + self._param_add_picker.set_options(options) + + def _refresh_added_rows(self) -> None: + """Rebuild the fit-parameter rows from `_added_keys` + `_param_state`.""" + by_key = self._params_by_key() + width = W.Layout(width="100px") + self._lb_fields = [] + self._ub_fields = [] + self._start_fields = [] + self._remove_buttons = [] + rows = [] + for key in self._added_keys: + p = by_key.get(key) + if p is None: # pragma: no cover -- already pruned by the caller + continue + state = self._param_state.setdefault( + key, {"lb": p.lb, "ub": p.ub, "start": p.current_value} + ) + lb_field = W.FloatText(value=state["lb"], layout=width) + ub_field = W.FloatText(value=state["ub"], layout=width) + start_field = W.FloatText(value=state["start"], layout=width) + remove_btn = W.Button(icon="times", layout=W.Layout(width="32px")) + remove_btn.on_click(self._make_remove_handler(key)) + self._lb_fields.append(lb_field) + self._ub_fields.append(ub_field) + self._start_fields.append(start_field) + self._remove_buttons.append(remove_btn) + rows.append( + W.HBox([ + W.Label(f"{p.label} = {p.current_value:.4g}"), + W.Label("start:"), start_field, + W.Label("lb:"), lb_field, W.Label("ub:"), ub_field, + remove_btn, + ]) + ) + self._param_box.children = tuple(rows) + + def _on_add_param(self, _btn: Any) -> None: + key = self._param_add_picker.value + if key is None or key in self._added_keys: + return + self._snapshot_row_state() + self._added_keys.append(key) + self._refresh_added_rows() + self._refresh_add_picker_options() + + def _make_remove_handler(self, key: tuple[str, str, Optional[int]]) -> Any: + def handler(_btn: Any) -> None: + self._snapshot_row_state() + if key in self._added_keys: + self._added_keys.remove(key) + self._param_state.pop(key, None) + self._refresh_added_rows() + self._refresh_add_picker_options() + + return handler + + def _validation_error(self) -> Optional[str]: + if self._config_widget is None or self._config_widget.process is None: + return "No configuration to fit." + if self._dataset_picker.value is None: + return "Import or select an experimental dataset first." + if self._signal_picker.value is None: + return "Preview the process to see available signals first." + if not self._added_keys: + return "Add at least one parameter to fit." + by_key = self._params_by_key() + for key, lb_field, ub_field, start_field in zip( + self._added_keys, self._lb_fields, self._ub_fields, self._start_fields + ): + start, lb, ub = start_field.value, lb_field.value, ub_field.value + if not (lb <= start <= ub): + return ( + f"Start value for {by_key[key].label} ({start:.4g}) must be " + f"within its bounds [{lb:.4g}, {ub:.4g}]." + ) + method: CalibrationMethod = self._calibration_picker.value + if method == "beer_lambert" and ( + self._extinction_field.value <= 0 or self._path_length_field.value <= 0 + ): + return "Enter a positive extinction coefficient and path length." + if method == "normalize_area" and self._target_area_field.value == 0: + return "Enter a nonzero injected amount to normalize against." + return None + + def _on_run(self, _btn: Any) -> None: + self._plot_out.value = b"" + self._plot_out.layout.display = "none" + self._live_plot_out.value = b"" + self._live_plot_out.layout.display = "none" + self._live_plot_error.value = "" + self._btn_accept.layout.display = "none" + self._last_result = None + self._elapsed_label.value = "" + error = self._validation_error() + if error: + self.status.value = f"{error}" + return + + unit, port = self._signal_picker.value + reference, _ = self._current_reference() + index_of = {self._param_key(p): i for i, p in enumerate(self._params)} + params = list(self._params) + selected = [] + starts = [] + for key, lb_field, ub_field, start_field in zip( + self._added_keys, self._lb_fields, self._ub_fields, self._start_fields + ): + idx = index_of[key] + params[idx] = replace(params[idx], lb=lb_field.value, ub=ub_field.value) + selected.append(idx) + starts.append(start_field.value) + process = self._config_widget.process + column = self._config_widget._column_form.built + + self._btn_run.disabled = True + self._btn_run.description = "Running..." + self._btn_cancel.layout.display = "" + self.status.value = "Fitting…" + + self._run_done.clear() + self._cancel_event.clear() + self._progress = {"optimizer": None, "result": None} + start_time = time.monotonic() + + # Run the (potentially long) fit on a background thread -- otherwise + # nothing (elapsed timer, live plot, the UI in general) could update + # at all until it finished, since Python/Jupyter is single-threaded + # for anything running inline in a button click handler. The ticker + # only ever touches an *independent* copy of the process (via + # `simulate_at`), never the one the worker thread is actively + # mutating. Worker starts first: it's what eventually sets + # `_run_done`, which the ticker's own loop is waiting on. + worker = threading.Thread( + target=self._run_estimation_worker, + args=(process, column, params, selected, reference, unit, port, starts), + daemon=True, + ) + ticker = threading.Thread( + target=self._tick_progress, + args=(start_time, process, column, params, selected, reference, unit, port), + daemon=True, + ) + worker.start() + ticker.start() + + def _run_estimation_worker( + self, process: Any, column: Any, params: list[FittableParameter], + selected: list[int], reference: Any, unit: str, port: str, + starts: list[float], + ) -> None: + try: + result = run_estimation( + process, column, params, selected, reference, + f"{unit}.{port}", self._maxiter_field.value, + starts=starts, component_name=self._component_picker.value, + on_optimizer_ready=lambda opt: self._progress.update(optimizer=opt), + cancel_event=self._cancel_event, + ) + except Exception as exc: # noqa: BLE001 -- run_estimation already catches its own + result = EstimationResult({}, None, False, str(exc)) + self._progress["result"] = result + self._run_done.set() + + def _tick_progress( + self, start_time: float, process: Any, column: Any, + params: list[FittableParameter], selected: list[int], + reference: Any, unit: str, port: str, + ) -> None: + last_n_gen = 0 + while not self._run_done.wait(timeout=0.5): + last_n_gen = self._progress_tick( + start_time, process, column, params, selected, + reference, unit, port, last_n_gen, + ) + + # Runs once the worker has set `_run_done` -- the one point the + # ticker and the (already-finished) worker are guaranteed not to be + # touching Output widgets at the same time. + self._finish_run(self._progress["result"], start_time) + + def _progress_tick( + self, start_time: float, process: Any, column: Any, + params: list[FittableParameter], selected: list[int], + reference: Any, unit: str, port: str, last_n_gen: int, + ) -> int: + """One tick's worth of progress reporting. Returns the new `last_n_gen`. + + Split out from `_tick_progress`'s loop so it's callable directly in + tests, without any real waiting/threading involved. + """ + elapsed = time.monotonic() - start_time + self._elapsed_label.value = f"{elapsed:.0f}s elapsed" + + optimizer = self._progress.get("optimizer") + if not self._live_plot_checkbox.value or optimizer is None: + return last_n_gen + n_gen = len(optimizer.results.populations) + if n_gen == 0 or n_gen == last_n_gen: + return last_n_gen + self._redraw_live_plot(optimizer, process, column, params, selected, reference, unit, port) + return n_gen + + def _redraw_live_plot( + self, optimizer: Any, process: Any, column: Any, + params: list[FittableParameter], selected: list[int], + reference: Any, unit: str, port: str, + ) -> None: + # A failure here must never be silent -- it previously was + # (bare `except: return`), which meant a real bug could make the + # live panel stay empty for an entire run with zero indication why. + # Show the actual error in the panel itself instead of guessing. + try: + results = optimizer.results + x_best = list(results.x[0]) + f_history = np.asarray(results.f_best_history).reshape(-1) + preview = simulate_at(process, column, params, selected, x_best) + + solution = preview.solution[unit][port] + width, height = self._FIGSIZE + fig = self._new_figure(figsize=(2 * width, height)) # two "1_col" panels side by side + ax1 = fig.add_subplot(1, 2, 1) + ax2 = fig.add_subplot(1, 2, 2) + solution.plot(ax=ax1) + if reference is not None: + ax1.plot( + reference.time / 60.0, reference.solution[:, 0], + linestyle="--", color="black", linewidth=2, label="measured", + ) + ax1.legend() + ax1.set_title("Current best vs. reference") + + ax2.plot(f_history) + ax2.set_xlabel("Generation") + ax2.set_ylabel("Objective (SSE)") + ax2.set_title("Objective history") + + fig.tight_layout() + self._display_figure(self._live_plot_out, fig) + self._live_plot_error.value = "" + except Exception as exc: # noqa: BLE001 -- best-effort per tick, but visibly + self._live_plot_error.value = ( + f"Live plot error: {exc}" + ) + + def _on_cancel(self, _btn: Any) -> None: + self._cancel_event.set() + self._btn_cancel.disabled = True + self._btn_cancel.description = "Cancelling…" + + def _finish_run(self, result: EstimationResult, start_time: float) -> None: + self._btn_run.disabled = False + self._btn_run.description = "Run estimation" + self._btn_cancel.layout.display = "none" + self._btn_cancel.disabled = False + self._btn_cancel.description = "Cancel" + self._elapsed_label.value = "" + elapsed = time.monotonic() - start_time + + if result.cancelled: + self.status.value = f"{result.message} ({elapsed:.0f}s)" + return + if not result.success: + self.status.value = f"{result.message}" + return + + self._last_result = result + self.status.value = ( + f"{result.message} Objective (SSE): {result.objective:.4g}. " + f"({elapsed:.0f}s)" + ) + self._render_fit_table(result) + # Show the fitted (still detached) process's own curve from here on, until + # the next "Preview" resets the overlay back to the unfitted baseline. + self._display_result = run_process(result.fitted_process) + self._redraw_overlay() + self._btn_accept.layout.display = "" + + def _render_fit_table(self, result: EstimationResult) -> None: + rows = "".join( + f"{self._params[idx].label}" + f"{self._params[idx].current_value:.4g}{value:.4g}" + for idx, value in result.fitted.items() + ) + self._fit_table.value = ( + "" + rows + "
ParameterBeforeFitted
" + ) + + def _on_accept(self, _btn: Any) -> None: + if self._last_result is None: + return + cw = self._config_widget + for idx, value in self._last_result.fitted.items(): + param = self._params[idx] + form = cw._column_form if param.owner == "column" else cw._binding_form + element = form.element(param.name) + if param.component_index is None: + element.value = value + else: + values = list(element.value) + values[param.component_index] = value + element.value = values + self.status.value = "Applied fitted parameters to the configuration." + self._btn_accept.layout.display = "none" + def display(self) -> None: """Render this widget in a Jupyter cell.""" from IPython.display import display as _display diff --git a/cadetgui/widgets/composite/solution.py b/cadetgui/widgets/composite/solution.py index 02fcde7..e42b026 100644 --- a/cadetgui/widgets/composite/solution.py +++ b/cadetgui/widgets/composite/solution.py @@ -29,8 +29,8 @@ def __init__( self._runner = runner or _default_runner self.process = process self.result: Any = None - self._data_widget: Optional[Any] = None self._config_widget: Optional[Any] = None + self._listeners: list[Callable[[], None]] = [] self._process_label = W.HTML() self._btn_run = W.Button(description="Run simulation", icon="play", button_style="success") @@ -91,10 +91,13 @@ def bind_to_config(self, config_widget: Any) -> None: if getattr(config_widget, "process", None) is not None: self.set_process(config_widget.process) - def bind_to_data(self, data_widget: Any) -> None: - """Overlay a DataImportWidget's loaded datasets on this widget's plot.""" - self._data_widget = data_widget - data_widget.add_listener(self._plot_selected) + def add_listener(self, fn: Callable[[], None]) -> None: + """Register a callback fired (no args) whenever a new result is loaded.""" + self._listeners.append(fn) + + def _notify(self) -> None: + for fn in list(self._listeners): + fn() def _display_name(self) -> str: """Return the label to show/record for the current process. @@ -176,6 +179,7 @@ def _on_history_pick(self, run: RunRecord) -> None: if not run.ok: self.result = None self._signal_picker.set_options([]) + self._notify() self.status.value = f"Simulation failed: {run.error}" return self._load_result(run.result) @@ -185,11 +189,13 @@ def _load_result(self, result: Any) -> None: self.result = result self._signal_picker.set_options(classify_signal_ports(result), keep_value=True) self._plot_selected() + self._notify() def _on_clear(self, _btn: Any) -> None: self._plot_out.clear_output() self.result = None self._signal_picker.set_options([]) + self._notify() self.status.value = "Cleared." def _on_signal_change(self, change: dict) -> None: @@ -209,11 +215,6 @@ def _plot_selected(self) -> None: from IPython.display import display fig, ax = solution.plot() - datasets = self._data_widget.datasets if self._data_widget else [] - for ds in datasets: - ax.plot(ds.time_min, ds.signal, linestyle="--", label=f"{ds.label} (measured)") - if datasets: - ax.legend() display(fig) plt.close(fig) diff --git a/cadetgui/widgets/composite/workbench.py b/cadetgui/widgets/composite/workbench.py index 33bcefc..54fffc1 100644 --- a/cadetgui/widgets/composite/workbench.py +++ b/cadetgui/widgets/composite/workbench.py @@ -37,7 +37,7 @@ def __init__( self.parameter_estimation = parameter_estimation or ParameterEstimationWidget() self.solution.bind_to_config(self.configuration) - self.solution.bind_to_data(self.parameter_estimation.data) + self.parameter_estimation.bind_to_config(self.configuration) self._panes: Dict[str, W.Widget] = { "Configuration": self.configuration.root, diff --git a/examples/configuration_and_solution.ipynb b/examples/configuration_and_solution.ipynb index 02b8d87..de3ab48 100644 --- a/examples/configuration_and_solution.ipynb +++ b/examples/configuration_and_solution.ipynb @@ -4,7 +4,7 @@ "cell_type": "markdown", "id": "b4cb635e", "metadata": {}, - "source": "# CADET-GUI: Configuration + Solution widgets\n\nThis notebook walks through the widgets built so far in `cadetgui.widgets.composite`:\n\n- **`ConfigurationWidget`** — pick a unit operation (column) and a model-builder template (e.g. LWE), configure both, and build a real CADET-Process process object. Includes Python-script export.\n- **`SolutionWidget`** — run that process through the CADET-Process simulator and plot the result, with built-in run history.\n- **`DataImportWidget`** — import a measured chromatogram and overlay it for comparison.\n\nAll are widgets: they render inline in this notebook, and the CADET-Process objects they build stay fully accessible afterwards for scripting — the GUI never traps you inside it." + "source": "# CADET-GUI: Configuration + Solution widgets\n\nThis notebook walks through the widgets built so far in `cadetgui.widgets.composite`:\n\n- **`ConfigurationWidget`** — pick a unit operation (column) and a model-builder template (e.g. LWE), configure both, and build a real CADET-Process process object. Includes Python-script export.\n- **`SolutionWidget`** — run that process through the CADET-Process simulator and plot the result, with built-in run history.\n- **`ParameterEstimationWidget`** — import a measured chromatogram, calibrate it, and preview it overlaid against a simulated signal.\n\nAll are widgets: they render inline in this notebook, and the CADET-Process objects they build stay fully accessible afterwards for scripting — the GUI never traps you inside it." }, { "cell_type": "code", @@ -12,13 +12,7 @@ "id": "0a16422b", "metadata": {}, "outputs": [], - "source": [ - "from cadetgui.widgets.composite import (\n", - " ConfigurationWidget,\n", - " DataImportWidget,\n", - " SolutionWidget,\n", - ")" - ] + "source": "from cadetgui.widgets.composite import (\n ConfigurationWidget,\n ParameterEstimationWidget,\n SolutionWidget,\n)" }, { "cell_type": "markdown", @@ -59,7 +53,7 @@ "cell_type": "markdown", "id": "4ca74111", "metadata": {}, - "source": "## 3. Import experimental data and compare\n\n`DataImportWidget` imports a measured chromatogram (CSV, first two columns read as time/signal) and previews it. `SolutionWidget.bind_to_data(data)` overlays every loaded dataset on the simulation plot as a dashed line, and keeps it updated whenever you load or remove one.\n\nTry uploading `examples/data/example_uv_signal.csv` — a synthetic UV280 trace (one elution peak around t=45 min) generated for this example. Its time column is already in minutes, matching the default unit here." + "source": "## 3. Import experimental data and compare\n\n`ParameterEstimationWidget.bind_to_config(config)` tracks `config`'s built process for fitting. It nests a `DataImportWidget` (`.data`, CSV upload, first two columns read as time/signal) as its experimental-data source. This tab owns the comparison view — the Solution tab above only ever shows the raw simulation, never an overlay.\n\n1. Click **Preview** to simulate the current configuration once and populate the **Signal** dropdown (defaults to the process outlet — \"Sink\" — since that's what's usually fit against).\n2. Upload one of the three example datasets in `examples/data/`, or your own CSV.\n3. Check one or more parameters in the checklist, adjust each one's **Start** value if the config's current value isn't a good starting guess (it's a genuinely separate, editable field — not implied by the configuration), and click **Run estimation**.\n\nSee **`examples/EXAMPLE_DATA.md`** for exactly what configuration each example file was generated from (so you know the \"correct\" answer before fitting) and what to check in the parameter checklist for each:\n\n- `example_uv_signal.csv` — a synthetic UV280 trace requiring a **Calibration** step (Beer-Lambert) before it overlays the simulated curve.\n- `example_raw_signal.csv` — the simplest fitting exercise: one parameter (`total_porosity`), no calibration needed.\n- `example_binding_signal.csv` — a bind-and-elute scenario: 3-4 parameters (porosity, binding rates, optionally axial dispersion), no calibration needed." }, { "cell_type": "code", @@ -67,17 +61,13 @@ "id": "82102640", "metadata": {}, "outputs": [], - "source": [ - "data = DataImportWidget()\n", - "solution.bind_to_data(data)\n", - "data.display()" - ] + "source": "parameter_estimation = ParameterEstimationWidget()\nparameter_estimation.bind_to_config(config)\nparameter_estimation.display()" }, { "cell_type": "markdown", "id": "48885efa", "metadata": {}, - "source": "## 4. The underlying objects stay accessible\n\nNothing above is trapped inside the widgets. `config.process` is a plain CADET-Process object, and `solution.result` is a plain `SimulationResults` object — use them exactly as you would if you'd built everything by hand in a script, for anything the GUI doesn't cover. `solution.history.runs` and `data.datasets` are plain lists too." + "source": "## 4. The underlying objects stay accessible\n\nNothing above is trapped inside the widgets. `config.process` is a plain CADET-Process object, and `solution.result` is a plain `SimulationResults` object — use them exactly as you would if you'd built everything by hand in a script, for anything the GUI doesn't cover. `solution.history.runs` and `parameter_estimation.data.datasets` are plain lists too." }, { "cell_type": "code", @@ -85,12 +75,7 @@ "id": "2d59f4c0", "metadata": {}, "outputs": [], - "source": [ - "print(type(config.process))\n", - "print(type(solution.result))\n", - "print(list(solution.result.solution.keys())) # unit operation names\n", - "print(f\"{len(solution.history.runs)} run(s) recorded, {len(data.datasets)} dataset(s) loaded\")" - ] + "source": "print(type(config.process))\nprint(type(solution.result))\nprint(list(solution.result.solution.keys())) # unit operation names\nn_datasets = len(parameter_estimation.data.datasets)\nprint(f\"{len(solution.history.runs)} run(s) recorded, {n_datasets} dataset(s) loaded\")" } ], "metadata": { diff --git a/examples/data/example_binding_signal.csv b/examples/data/example_binding_signal.csv new file mode 100644 index 0000000..b90c6e1 --- /dev/null +++ b/examples/data/example_binding_signal.csv @@ -0,0 +1,202 @@ +time_min,signal +0.00,0.0246 +0.10,0.0672 +0.20,0.0314 +0.30,0.0888 +0.40,0.0490 +0.50,0.1583 +0.60,0.0000 +0.70,0.0796 +0.80,0.0000 +0.90,0.0209 +1.00,0.0000 +1.10,0.0000 +1.20,0.0000 +1.30,0.0549 +1.40,0.0000 +1.50,0.0801 +1.60,0.0000 +1.70,0.0479 +1.80,0.0087 +1.90,0.0407 +2.00,0.0314 +2.10,0.0000 +2.20,0.0680 +2.30,0.1457 +2.40,1.5960 +2.50,8.1918 +2.60,9.8408 +2.70,10.0592 +2.80,10.0231 +2.90,9.9425 +3.00,10.0782 +3.10,10.0847 +3.20,9.8244 +3.30,9.9407 +3.40,8.4908 +3.50,1.8128 +3.60,0.1607 +3.70,0.0313 +3.80,0.1137 +3.90,0.1109 +4.00,0.0000 +4.10,0.0000 +4.20,0.0000 +4.30,0.0321 +4.40,0.0109 +4.50,0.0000 +4.60,0.0000 +4.70,0.0116 +4.80,0.0000 +4.90,0.0000 +5.00,0.0923 +5.10,0.0000 +5.20,0.0747 +5.30,0.0897 +5.40,0.0000 +5.50,0.0558 +5.60,0.1180 +5.70,0.0878 +5.80,0.2033 +5.90,0.0357 +6.00,0.1024 +6.10,0.0969 +6.20,0.1719 +6.30,0.2147 +6.40,0.2292 +6.50,0.2418 +6.60,0.3396 +6.70,0.3476 +6.80,0.2960 +6.90,0.4843 +7.00,0.3868 +7.10,0.5362 +7.20,0.4302 +7.30,0.4679 +7.40,0.5861 +7.50,0.4938 +7.60,0.7142 +7.70,0.8270 +7.80,0.8424 +7.90,0.9110 +8.00,1.0119 +8.10,1.0292 +8.20,0.9252 +8.30,1.1678 +8.40,1.0886 +8.50,1.2667 +8.60,1.2770 +8.70,1.2679 +8.80,1.4237 +8.90,1.3877 +9.00,1.4507 +9.10,1.4383 +9.20,1.6438 +9.30,1.4612 +9.40,1.5259 +9.50,1.6924 +9.60,1.4821 +9.70,1.6292 +9.80,1.6964 +9.90,1.6462 +10.00,1.6869 +10.10,1.7606 +10.20,1.6771 +10.30,1.5837 +10.40,1.6892 +10.50,1.7338 +10.60,1.7976 +10.70,1.6429 +10.80,1.6414 +10.90,1.7939 +11.00,1.7263 +11.10,1.7664 +11.20,1.7441 +11.30,1.5847 +11.40,1.5992 +11.50,1.6254 +11.60,1.4819 +11.70,1.3681 +11.80,1.5745 +11.90,1.4676 +12.00,1.2713 +12.10,1.4011 +12.20,1.3005 +12.30,1.2649 +12.40,1.2899 +12.50,1.1462 +12.60,1.1255 +12.70,1.1755 +12.80,0.9734 +12.90,1.2102 +13.00,1.0788 +13.10,0.9436 +13.20,1.0166 +13.30,0.7669 +13.40,0.6642 +13.50,0.8410 +13.60,0.8720 +13.70,0.6474 +13.80,0.7081 +13.90,0.6730 +14.00,0.5485 +14.10,0.5332 +14.20,0.5820 +14.30,0.6281 +14.40,0.4884 +14.50,0.5675 +14.60,0.4470 +14.70,0.4443 +14.80,0.5016 +14.90,0.2464 +15.00,0.2658 +15.10,0.3309 +15.20,0.4260 +15.30,0.3441 +15.40,0.2630 +15.50,0.2108 +15.60,0.2448 +15.70,0.2664 +15.80,0.1348 +15.90,0.2640 +16.00,0.1896 +16.10,0.2404 +16.20,0.0948 +16.30,0.0629 +16.40,0.1818 +16.50,0.0071 +16.60,0.1020 +16.70,0.0144 +16.80,0.1115 +16.90,0.0365 +17.00,0.0662 +17.10,0.0750 +17.20,0.0000 +17.30,0.0482 +17.40,0.0790 +17.50,0.1089 +17.60,0.0000 +17.70,0.0947 +17.80,0.0370 +17.90,0.0000 +18.00,0.0000 +18.10,0.0020 +18.20,0.0000 +18.30,0.1201 +18.40,0.0836 +18.50,0.1783 +18.60,0.0308 +18.70,0.0000 +18.80,0.0282 +18.90,0.0000 +19.00,0.0000 +19.10,0.0660 +19.20,0.0000 +19.30,0.0000 +19.40,0.0388 +19.50,0.0000 +19.60,0.0616 +19.70,0.0000 +19.80,0.0756 +19.90,0.0000 +20.00,0.0385 diff --git a/examples/data/example_raw_signal.csv b/examples/data/example_raw_signal.csv new file mode 100644 index 0000000..eca5b41 --- /dev/null +++ b/examples/data/example_raw_signal.csv @@ -0,0 +1,102 @@ +time_min,signal +0.00,0.0441 +0.10,0.0000 +0.20,0.0055 +0.30,0.0000 +0.40,0.0150 +0.50,0.1124 +0.60,0.0000 +0.70,0.2431 +0.80,0.0000 +0.90,0.1088 +1.00,0.1245 +1.10,0.2655 +1.20,0.1014 +1.30,0.0000 +1.40,0.0000 +1.50,0.0532 +1.60,0.0000 +1.70,0.0649 +1.80,0.2884 +1.90,0.0982 +2.00,0.0000 +2.10,0.2183 +2.20,1.1801 +2.30,7.9484 +2.40,10.0445 +2.50,10.0082 +2.60,10.0825 +2.70,9.6497 +2.80,10.2333 +2.90,9.8778 +3.00,9.9455 +3.10,9.9317 +3.20,8.7358 +3.30,1.9668 +3.40,0.0000 +3.50,0.1201 +3.60,0.0268 +3.70,0.0000 +3.80,0.1062 +3.90,0.0000 +4.00,0.0000 +4.10,0.0000 +4.20,0.0000 +4.30,0.0000 +4.40,0.0000 +4.50,0.0336 +4.60,0.0000 +4.70,0.1754 +4.80,0.0000 +4.90,0.0000 +5.00,0.0470 +5.10,0.0000 +5.20,0.0000 +5.30,0.0000 +5.40,0.0999 +5.50,0.2454 +5.60,0.0452 +5.70,0.0000 +5.80,0.0000 +5.90,0.0546 +6.00,0.1533 +6.10,0.0000 +6.20,0.0000 +6.30,0.1075 +6.40,0.0572 +6.50,0.0000 +6.60,0.0000 +6.70,0.0000 +6.80,0.0447 +6.90,0.0490 +7.00,0.0000 +7.10,0.0000 +7.20,0.0153 +7.30,0.1387 +7.40,0.0000 +7.50,0.0667 +7.60,0.0000 +7.70,0.1723 +7.80,0.1003 +7.90,0.0000 +8.00,0.0000 +8.10,0.0332 +8.20,0.0000 +8.30,0.0000 +8.40,0.0128 +8.50,0.0000 +8.60,0.0000 +8.70,0.0000 +8.80,0.0242 +8.90,0.2287 +9.00,0.0075 +9.10,0.1882 +9.20,0.0000 +9.30,0.0000 +9.40,0.0228 +9.50,0.0000 +9.60,0.0502 +9.70,0.0000 +9.80,0.0000 +9.90,0.0000 +10.00,0.0000 diff --git a/examples/data/example_uv_signal.csv b/examples/data/example_uv_signal.csv index b817c78..b9296a7 100644 --- a/examples/data/example_uv_signal.csv +++ b/examples/data/example_uv_signal.csv @@ -1,202 +1,102 @@ time_min,UV280_mAU -0.0,2.366 -0.5,0.752 -1.0,2.901 -1.5,3.129 -2.0,0.0 -2.5,0.437 -3.0,2.153 -3.5,1.621 -4.0,1.98 -4.5,0.976 -5.0,3.055 -5.5,2.933 -6.0,2.079 -6.5,3.353 -7.0,2.561 -7.5,0.969 -8.0,2.443 -8.5,0.849 -9.0,3.054 -9.5,1.94 -10.0,1.778 -10.5,1.183 -11.0,3.467 -11.5,1.815 -12.0,1.486 -12.5,1.577 -13.0,2.639 -13.5,2.439 -14.0,2.495 -14.5,2.517 -15.0,4.57 -15.5,1.513 -16.0,1.386 -16.5,1.025 -17.0,2.741 -17.5,3.358 -18.0,1.868 -18.5,0.999 -19.0,1.021 -19.5,2.795 -20.0,2.912 -20.5,2.681 -21.0,1.242 -21.5,2.335 -22.0,2.217 -22.5,2.368 -23.0,3.19 -23.5,2.464 -24.0,3.077 -24.5,2.431 -25.0,2.811 -25.5,3.368 -26.0,1.049 -26.5,2.651 -27.0,2.769 -27.5,2.939 -28.0,3.837 -28.5,6.529 -29.0,4.389 -29.5,7.428 -30.0,5.253 -30.5,8.069 -31.0,10.083 -31.5,12.251 -32.0,14.33 -32.5,16.651 -33.0,17.822 -33.5,20.564 -34.0,25.382 -34.5,27.722 -35.0,30.391 -35.5,34.901 -36.0,39.855 -36.5,46.589 -37.0,51.504 -37.5,57.769 -38.0,62.248 -38.5,68.922 -39.0,75.534 -39.5,80.463 -40.0,87.346 -40.5,91.786 -41.0,97.653 -41.5,102.768 -42.0,106.465 -42.5,112.607 -43.0,114.952 -43.5,118.323 -44.0,120.922 -44.5,122.12 -45.0,122.798 -45.5,121.466 -46.0,119.837 -46.5,118.212 -47.0,113.49 -47.5,110.286 -48.0,106.312 -48.5,102.029 -49.0,98.568 -49.5,91.494 -50.0,86.344 -50.5,82.394 -51.0,74.356 -51.5,69.617 -52.0,61.64 -52.5,56.693 -53.0,50.193 -53.5,45.586 -54.0,41.967 -54.5,34.189 -55.0,32.444 -55.5,28.237 -56.0,23.639 -56.5,19.384 -57.0,18.327 -57.5,15.064 -58.0,13.755 -58.5,11.573 -59.0,11.81 -59.5,8.184 -60.0,6.044 -60.5,6.481 -61.0,5.692 -61.5,6.366 -62.0,5.17 -62.5,4.134 -63.0,5.089 -63.5,1.608 -64.0,2.03 -64.5,1.498 -65.0,1.996 -65.5,0.698 -66.0,3.025 -66.5,1.929 -67.0,0.379 -67.5,0.887 -68.0,2.454 -68.5,3.062 -69.0,4.436 -69.5,5.525 -70.0,2.518 -70.5,0.827 -71.0,0.0 -71.5,2.328 -72.0,1.029 -72.5,1.505 -73.0,1.268 -73.5,1.833 -74.0,3.28 -74.5,2.189 -75.0,1.81 -75.5,0.758 -76.0,0.0 -76.5,1.417 -77.0,1.936 -77.5,4.122 -78.0,2.156 -78.5,3.179 -79.0,1.401 -79.5,0.578 -80.0,0.842 -80.5,1.13 -81.0,4.554 -81.5,1.014 -82.0,3.006 -82.5,0.916 -83.0,3.118 -83.5,2.462 -84.0,1.812 -84.5,1.951 -85.0,1.214 -85.5,2.535 -86.0,1.454 -86.5,0.529 -87.0,0.466 -87.5,2.207 -88.0,3.895 -88.5,2.192 -89.0,1.858 -89.5,2.343 -90.0,3.567 -90.5,2.263 -91.0,1.507 -91.5,3.328 -92.0,2.515 -92.5,3.843 -93.0,2.22 -93.5,0.531 -94.0,0.358 -94.5,3.981 -95.0,4.068 -95.5,1.785 -96.0,1.54 -96.5,3.754 -97.0,0.672 -97.5,0.926 -98.0,2.772 -98.5,1.526 -99.0,1.994 -99.5,1.804 -100.0,2.405 +0.0,0.0 +0.1,1.223 +0.2,0.0 +0.3,0.0 +0.4,0.0 +0.5,0.563 +0.6,0.0 +0.7,0.0 +0.8,0.975 +0.9,0.0 +1.0,1.275 +1.1,0.0 +1.2,0.0 +1.3,1.648 +1.4,0.0 +1.5,0.0 +1.6,0.0 +1.7,1.694 +1.8,0.0 +1.9,0.611 +2.0,0.263 +2.1,0.0 +2.2,1.147 +2.3,0.444 +2.4,0.851 +2.5,1.719 +2.6,4.817 +2.7,41.538 +2.8,90.194 +2.9,103.065 +3.0,99.535 +3.1,102.161 +3.2,99.512 +3.3,100.319 +3.4,100.616 +3.5,100.187 +3.6,98.642 +3.7,56.355 +3.8,9.539 +3.9,0.887 +4.0,0.159 +4.1,1.187 +4.2,0.0 +4.3,0.0 +4.4,0.0 +4.5,0.75 +4.6,1.149 +4.7,0.264 +4.8,2.74 +4.9,1.518 +5.0,0.0 +5.1,0.0 +5.2,2.618 +5.3,0.0 +5.4,0.0 +5.5,3.148 +5.6,0.0 +5.7,0.213 +5.8,1.33 +5.9,0.0 +6.0,0.979 +6.1,0.0 +6.2,2.096 +6.3,0.874 +6.4,2.159 +6.5,0.0 +6.6,0.0 +6.7,0.0 +6.8,0.0 +6.9,0.0 +7.0,3.126 +7.1,0.0 +7.2,0.213 +7.3,0.0 +7.4,4.296 +7.5,1.126 +7.6,0.0 +7.7,0.0 +7.8,0.0 +7.9,0.0 +8.0,1.843 +8.1,0.179 +8.2,0.0 +8.3,0.0 +8.4,0.0 +8.5,0.0 +8.6,0.0 +8.7,1.161 +8.8,1.725 +8.9,1.447 +9.0,0.0 +9.1,0.0 +9.2,0.731 +9.3,0.399 +9.4,0.0 +9.5,0.0 +9.6,0.0 +9.7,0.0 +9.8,0.0 +9.9,0.227 +10.0,0.0 diff --git a/examples/webapp/README.md b/examples/webapp/README.md index 1eecc29..00dcd33 100644 --- a/examples/webapp/README.md +++ b/examples/webapp/README.md @@ -1,17 +1,19 @@ # CADET-GUI as a website `app.ipynb` renders `ConfigurationWidget`, `SolutionWidget` (with its built-in -run history), and `DataImportWidget` — the exact same widgets used in +run history), and `ParameterEstimationWidget` — the same widgets used in `examples/configuration_and_solution.ipynb` — composed into three tabs -(**Configuration** / **Solution** / **Analysis**), served via -[Voilà](https://voila.readthedocs.io/). `DataImportWidget` lives under -**Analysis**, not alongside Solution — that's a deliberate separation, not a -demotion: comparison/analysis is its own concern, distinct from running and -viewing a single simulation, even though it visually overlays onto Solution's -plot. Try uploading `examples/data/example_uv_signal.csv` (a synthetic UV trace -generated for these examples) there to see it overlaid on a simulation run — -switching tabs doesn't lose anything; a plot rendered on one tab is still there -when you switch back. +(**Configuration** / **Solution** / **Parameter Estimation**), served via +[Voilà](https://voila.readthedocs.io/). Comparison against measured data lives +under **Parameter Estimation**, not alongside Solution — that's a deliberate +separation, not a demotion: the Solution tab shows only the raw simulation; +importing a dataset, calibrating it, and overlaying it against a simulated +signal is its own concern, with its own "Preview" step. Try uploading one of +the three example datasets in `examples/data/` (see `examples/EXAMPLE_DATA.md` +for exactly what configuration each was generated from, and what to check in +the parameter checklist) and clicking "Preview" to see it overlaid — +switching tabs doesn't lose anything; a plot rendered on one tab is still +there when you switch back. ## Run it diff --git a/examples/webapp/app.ipynb b/examples/webapp/app.ipynb index a36ca81..1bbb1db 100644 --- a/examples/webapp/app.ipynb +++ b/examples/webapp/app.ipynb @@ -6,7 +6,7 @@ "id": "a9463514", "metadata": {}, "outputs": [], - "source": "import ipywidgets as W\nfrom cadetgui.widgets.composite import (\n ConfigurationWidget,\n DataImportWidget,\n SolutionWidget,\n)\nfrom IPython.display import display\n\nPAGE_CSS = \"\"\"\n\n\"\"\"\n\nheader = W.HTML(\n \"
\"\n \"

CADET-GUI

\"\n \"

Configure a standard chromatography process, run it, and compare against \"\n \"measured data — powered by CADET-Process.

\"\n \"
\"\n)\n\nconfig = ConfigurationWidget()\nsolution = SolutionWidget()\nsolution.bind_to_config(config)\n\ndata = DataImportWidget()\nsolution.bind_to_data(data)\n\n\ndef tab_page(widget_root: W.Widget) -> W.VBox:\n \"\"\"Wrap a widget root in the shared tab-page padding class.\"\"\"\n page = W.VBox([widget_root])\n page.add_class(\"cadetgui-tab-page\")\n return page\n\n\ntabs = W.Tab(children=[tab_page(config.root), tab_page(solution.root), tab_page(data.root)])\ntabs.set_title(0, \"Configuration\")\ntabs.set_title(1, \"Solution\")\ntabs.set_title(2, \"Analysis\")\n\napp = W.VBox([W.HTML(PAGE_CSS), header, tabs])\napp.add_class(\"cadetgui-app\")\n\ndisplay(app)" + "source": "import ipywidgets as W\nfrom cadetgui.widgets.composite import (\n ConfigurationWidget,\n ParameterEstimationWidget,\n SolutionWidget,\n)\nfrom IPython.display import display\n\nPAGE_CSS = \"\"\"\n\n\"\"\"\n\nheader = W.HTML(\n \"
\"\n \"

CADET-GUI

\"\n \"

Configure a standard chromatography process, run it, and compare against \"\n \"measured data — powered by CADET-Process.

\"\n \"
\"\n)\n\nconfig = ConfigurationWidget()\nsolution = SolutionWidget()\nsolution.bind_to_config(config)\n\nparameter_estimation = ParameterEstimationWidget()\nparameter_estimation.bind_to_config(config)\n\n\ndef tab_page(widget_root: W.Widget) -> W.VBox:\n \"\"\"Wrap a widget root in the shared tab-page padding class.\"\"\"\n page = W.VBox([widget_root])\n page.add_class(\"cadetgui-tab-page\")\n return page\n\n\ntabs = W.Tab(\n children=[\n tab_page(config.root),\n tab_page(solution.root),\n tab_page(parameter_estimation.root),\n ]\n)\ntabs.set_title(0, \"Configuration\")\ntabs.set_title(1, \"Solution\")\ntabs.set_title(2, \"Parameter Estimation\")\n\napp = W.VBox([W.HTML(PAGE_CSS), header, tabs])\napp.add_class(\"cadetgui-app\")\n\ndisplay(app)" } ], "metadata": { diff --git a/tests/test_configuration_store.py b/tests/test_configuration_store.py index 0e46afe..1c23adc 100644 --- a/tests/test_configuration_store.py +++ b/tests/test_configuration_store.py @@ -7,6 +7,7 @@ from cadetgui.configuration_store import ( ConfigurationState, compute_hash, + list_store, load_from_store, load_h5, save_h5, @@ -92,3 +93,33 @@ def test_save_to_store_is_idempotent_for_identical_content(tmp_path): name, loaded = load_from_store(compute_hash(state), store_dir=tmp_path) assert name == "Name B" # last write wins for the metadata, content unchanged assert loaded == state + + +def test_list_store_is_empty_for_a_fresh_store_dir(tmp_path): + assert list_store(store_dir=tmp_path) == [] + + +def test_list_store_lists_every_saved_configuration_as_name_hash_pairs(tmp_path): + state_a = _sample_state() + state_b = _sample_state(column_values={"length": 0.6, "diameter": 0.024}) + save_to_store(state_a, "Config A", store_dir=tmp_path) + save_to_store(state_b, "Config B", store_dir=tmp_path) + + entries = list_store(store_dir=tmp_path) + + assert {name for name, _ in entries} == {"Config A", "Config B"} + assert {hash_ for _, hash_ in entries} == {compute_hash(state_a), compute_hash(state_b)} + + +def test_list_store_skips_a_non_cadetgui_h5_file(tmp_path): + state = _sample_state() + save_to_store(state, "Config A", store_dir=tmp_path) + + h5 = H5() + h5.root.some_other_data = 1 + h5.filename = str(tmp_path / "not_a_config.h5") + h5.save() + + entries = list_store(store_dir=tmp_path) + + assert [name for name, _ in entries] == ["Config A"] diff --git a/tests/test_parameter_estimation.py b/tests/test_parameter_estimation.py index 10ab8cc..976416b 100644 --- a/tests/test_parameter_estimation.py +++ b/tests/test_parameter_estimation.py @@ -1,6 +1,61 @@ from __future__ import annotations -from cadetgui.widgets.composite import DataImportWidget, ParameterEstimationWidget +import datetime as dt +import threading +import time +import warnings + +import cadetgui.configuration_store as configuration_store +import pytest +from cadetgui.parameter_estimation import EstimationResult +from cadetgui.widgets.composite import ( + ConfigurationWidget, + DataImportWidget, + ParameterEstimationWidget, +) + +warnings.filterwarnings("ignore", category=UserWarning) + + +@pytest.fixture(autouse=True) +def _isolated_store(tmp_path, monkeypatch): + """Redirect the configuration store to a tmp dir -- never touch the real one.""" + monkeypatch.setattr(configuration_store, "default_store_dir", lambda: tmp_path) + + +@pytest.fixture(autouse=True) +def _synchronous_threads(monkeypatch): + """Make `_on_run`'s background threads run synchronously and in order. + + `_on_run` starts a worker thread (runs the fit, sets `_run_done`) and a + ticker thread (waits on `_run_done`, then finalizes the UI) -- starting + the worker first means, with `start()` running its target inline, the + worker completes (and sets `_run_done`) before the ticker "starts," so + the ticker's wait-loop exits on its very first check with zero real + iterations. Net effect: `pw._on_run(None)` behaves fully synchronously, + exactly like the pre-threading version -- no sleeps, no flakiness. + """ + monkeypatch.setattr(threading.Thread, "start", lambda self: self.run()) + + +def upload_csv(widget: DataImportWidget, filename: str, csv_text: str) -> None: + content = memoryview(csv_text.encode("utf-8")) + widget._upload.value = ( + { + "name": filename, + "type": "text/csv", + "size": len(content), + "last_modified": dt.datetime.now(), + "content": content, + }, + ) + + +def _add_param(pw: ParameterEstimationWidget, index: int) -> None: + """Add `pw._params[index]` to the fit via the real Add-parameter flow.""" + key = pw._param_key(pw._params[index]) + pw._param_add_picker.value = key + pw._on_add_param(None) def test_parameter_estimation_widget_nests_a_data_import_widget(): @@ -15,3 +70,584 @@ def test_parameter_estimation_widget_accepts_a_prebuilt_data_widget(): pw = ParameterEstimationWidget(data=dw) assert pw.data is dw + + +def test_bind_to_config_populates_the_add_parameter_picker(): + pw = ParameterEstimationWidget() + cw = ConfigurationWidget() + + pw.bind_to_config(cw) + + assert len(pw._params) > 0 + assert len(pw._param_add_picker.option_labels) == len(pw._params) + assert pw._added_keys == [] # nothing added by default + + +def test_config_field_changes_rebuild_the_add_parameter_picker(): + pw = ParameterEstimationWidget() + cw = ConfigurationWidget() + pw.bind_to_config(cw) + before = len(pw._param_add_picker.option_labels) + + cw._model_form.element("flow_rate").value = 5e-6 # any committed change + + assert len(pw._param_add_picker.option_labels) == before # rebuilt, same shape, no crash + + +def test_adding_a_parameter_removes_it_from_the_add_picker_and_adds_a_row(): + pw = ParameterEstimationWidget() + cw = ConfigurationWidget() + pw.bind_to_config(cw) + before = len(pw._param_add_picker.option_labels) + + _add_param(pw, 0) + + assert pw._added_keys == [pw._param_key(pw._params[0])] + assert len(pw._param_box.children) == 1 + assert len(pw._param_add_picker.option_labels) == before - 1 + + +def test_removing_a_parameter_puts_it_back_in_the_add_picker(): + pw = ParameterEstimationWidget() + cw = ConfigurationWidget() + pw.bind_to_config(cw) + _add_param(pw, 0) + before = len(pw._param_add_picker.option_labels) + + pw._remove_buttons[0].click() + + assert pw._added_keys == [] + assert len(pw._param_box.children) == 0 + assert len(pw._param_add_picker.option_labels) == before + 1 + + +def test_unrelated_config_edits_preserve_edited_start_lb_ub_for_an_added_parameter(): + pw = ParameterEstimationWidget() + cw = ConfigurationWidget() + pw.bind_to_config(cw) + _add_param(pw, 0) + pw._start_fields[0].value = 0.123 + pw._lb_fields[0].value = 0.01 + pw._ub_fields[0].value = 0.99 + + cw._model_form.element("flow_rate").value = 5e-6 # unrelated committed change + + assert len(pw._added_keys) == 1 # still added + assert pw._start_fields[0].value == 0.123 + assert pw._lb_fields[0].value == 0.01 + assert pw._ub_fields[0].value == 0.99 + + +def test_start_field_defaults_to_the_current_config_value_for_a_new_parameter(): + pw = ParameterEstimationWidget() + cw = ConfigurationWidget() + pw.bind_to_config(cw) + + _add_param(pw, 0) + + assert pw._start_fields[0].value == pw._params[0].current_value + + +def test_bind_to_config_populates_the_component_picker_with_components_and_total(): + pw = ParameterEstimationWidget() + cw = ConfigurationWidget() + + pw.bind_to_config(cw) + + assert pw._component_picker.option_labels == [ + "Component 1", "Component 2", "Total (sum of all components)", + ] + assert pw._component_picker.value == "Component 1" # a real component, not Total + + +def test_unrelated_config_edits_do_not_reset_an_explicit_total_pick(): + pw = ParameterEstimationWidget() + cw = ConfigurationWidget() + pw.bind_to_config(cw) + pw._component_picker.value = None # "Total (sum of all components)" + + cw._model_form.element("flow_rate").value = 5e-6 # unrelated committed change + + assert pw._component_picker.value is None # still "Total", not bounced to index 0 + + +def test_bind_to_config_populates_the_base_process_picker_with_current_configuration_only(): + pw = ParameterEstimationWidget() + cw = ConfigurationWidget() + + pw.bind_to_config(cw) + + assert pw._base_process_picker.option_labels == ["Current configuration"] + + +def test_preview_populates_the_signal_picker_and_does_not_touch_the_configuration(): + pw = ParameterEstimationWidget() + cw = ConfigurationWidget() + pw.bind_to_config(cw) + + assert pw._signal_picker.option_labels == [] # nothing previewed yet + + before = cw._column_form.collect_values() + pw._on_preview(None) + + assert pw._signal_picker.option_labels # non-empty now + assert pw._display_result is not None + assert cw._column_form.collect_values() == before + + +def test_plot_widget_starts_hidden_and_is_shown_once_a_preview_is_drawn(): + # `W.Image` renders a broken-image icon when `.value` is unset -- must + # stay hidden until there's actually something to show. + pw = ParameterEstimationWidget() + cw = ConfigurationWidget() + pw.bind_to_config(cw) + + assert pw._plot_out.layout.display == "none" + + pw._on_preview(None) + + assert pw._plot_out.layout.display == "" + assert pw._plot_out.value # actual PNG bytes + + +def test_preview_defaults_the_signal_picker_to_the_sink(): + # Fitting against the process outlet is the common case -- it should be + # selected by default after Preview, not whichever unit happens first. + pw = ParameterEstimationWidget() + cw = ConfigurationWidget() + pw.bind_to_config(cw) + + pw._on_preview(None) + + assert pw._signal_picker.value == ("outlet", "inlet") + + +def test_preview_without_a_configuration_shows_a_guard_error(): + pw = ParameterEstimationWidget() + + pw._on_preview(None) + + assert "configuration" in pw.status.value.lower() + + +def test_uploading_a_dataset_populates_the_dataset_picker(): + pw = ParameterEstimationWidget() + + upload_csv(pw.data, "run1.csv", "time,signal\n0,0.0\n1,0.5\n2,1.0\n") + + assert pw._dataset_picker.option_labels == ["run1"] + + +def test_saving_a_configuration_and_refreshing_lists_it_as_a_base_process(): + pw = ParameterEstimationWidget() + cw = ConfigurationWidget() + pw.bind_to_config(cw) + cw._name_field.value = "Saved Base" + cw.persist_to_store() + + pw._refresh_store_options() + + assert pw._base_process_picker.option_labels == ["Current configuration", "Saved Base"] + + +def test_picking_a_saved_base_process_loads_it_into_the_configuration_and_previews(): + pw = ParameterEstimationWidget() + cw = ConfigurationWidget() + pw.bind_to_config(cw) + cw._name_field.value = "Saved Base" + saved_hash = cw.config_hash + cw.persist_to_store() + pw._refresh_store_options() + + cw._model_form.element("flow_rate").value = 9.9e-6 # diverge from the saved snapshot + assert cw.config_hash != saved_hash + + pw._base_process_picker.selected_index = 1 # "Saved Base" + + assert cw.config_hash == saved_hash # reloaded via ConfigurationWidget.import_from_store + assert pw._signal_picker.option_labels # auto-previewed + + +def _bound_widgets(): + cw = ConfigurationWidget() + pw = ParameterEstimationWidget() + pw.bind_to_config(cw) + return cw, pw + + +def _uploaded_measurement_from(result, unit: str, port: str) -> str: + sol = result.solution[unit][port] + total = sol.solution.sum(axis=1) + lines = ["time,signal"] + [ + f"{t / 60.0},{s * 1.05}" for t, s in zip(sol.time[::10], total[::10]) + ] + return "\n".join(lines) + + +def _ready_to_run(cw, pw): + pw._on_preview(None) + unit, port = pw._signal_picker.value + upload_csv(pw.data, "measured.csv", _uploaded_measurement_from(pw._display_result, unit, port)) + pw._dataset_picker.selected_index = 0 + pw._signal_picker.value = (unit, port) + _add_param(pw, 0) + pw._maxiter_field.value = 20 + + +def test_run_estimation_without_a_dataset_shows_a_guard_error(): + _, pw = _bound_widgets() + pw._on_preview(None) # signal available, but no dataset imported + + pw._on_run(None) + + assert "dataset" in pw.status.value.lower() + + +def test_run_estimation_without_a_preview_shows_a_guard_error(): + _, pw = _bound_widgets() + upload_csv(pw.data, "run1.csv", "time,signal\n0,0.0\n1,0.5\n2,1.0\n") + + pw._on_run(None) # never previewed -> no signal options + + assert "preview" in pw.status.value.lower() + + +def test_run_estimation_without_an_added_parameter_shows_a_guard_error(): + cw, pw = _bound_widgets() + pw._on_preview(None) + upload_csv(pw.data, "run1.csv", "time,signal\n0,0.0\n1,0.5\n2,1.0\n") + pw._dataset_picker.selected_index = 0 + pw._signal_picker.selected_index = 0 + + pw._on_run(None) # nothing added + + assert "parameter" in pw.status.value.lower() + + +def test_run_estimation_with_a_start_value_outside_its_bounds_shows_a_guard_error(): + cw, pw = _bound_widgets() + _ready_to_run(cw, pw) + pw._lb_fields[0].value = 0.0 + pw._ub_fields[0].value = 1e-5 + pw._start_fields[0].value = 1.0000001 # far outside [0, 1e-5] + + pw._on_run(None) + + assert "bounds" in pw.status.value.lower() + assert pw._last_result is None + + +def test_run_estimation_end_to_end_populates_results_and_accept_is_hidden_before_run(): + cw, pw = _bound_widgets() + _ready_to_run(cw, pw) + + assert pw._btn_accept.layout.display == "none" + + pw._on_run(None) + + assert pw._last_result is not None + assert pw._last_result.success + assert pw._btn_accept.layout.display == "" + assert "Objective" in pw.status.value + assert pw._plot_out.layout.display == "" # final overlay shown + assert pw._plot_out.value + + +def test_accept_writes_fitted_values_into_the_live_configuration_only_on_click(): + cw, pw = _bound_widgets() + _ready_to_run(cw, pw) + + before = cw._column_form.collect_values() + pw._on_run(None) + assert cw._column_form.collect_values() == before # untouched until Accept + + pw._on_accept(None) + + fitted_name = pw._params[0].name # index 0 is always a scalar column field + assert cw._column_form.collect_values()[fitted_name] == pytest.approx( + pw._last_result.fitted[0] + ) + + +def test_picking_a_calibration_method_shows_only_its_own_fields(): + pw = ParameterEstimationWidget() + + assert pw._beer_lambert_box.layout.display == "none" + assert pw._normalize_area_box.layout.display == "none" + + pw._calibration_picker.value = "beer_lambert" + assert pw._beer_lambert_box.layout.display == "" + assert pw._normalize_area_box.layout.display == "none" + + pw._calibration_picker.value = "normalize_area" + assert pw._beer_lambert_box.layout.display == "none" + assert pw._normalize_area_box.layout.display == "" + + pw._calibration_picker.value = "none" + assert pw._beer_lambert_box.layout.display == "none" + assert pw._normalize_area_box.layout.display == "none" + + +def test_run_estimation_rejects_a_non_positive_beer_lambert_input(): + cw, pw = _bound_widgets() + _ready_to_run(cw, pw) + pw._calibration_picker.value = "beer_lambert" + pw._extinction_field.value = 0.0 + + pw._on_run(None) + + assert "extinction" in pw.status.value.lower() + assert pw._last_result is None + + +def test_run_estimation_rejects_a_zero_target_area(): + cw, pw = _bound_widgets() + _ready_to_run(cw, pw) + pw._calibration_picker.value = "normalize_area" + pw._target_area_field.value = 0.0 + + pw._on_run(None) + + assert "amount" in pw.status.value.lower() + assert pw._last_result is None + + +def test_run_estimation_succeeds_with_beer_lambert_calibration(): + cw, pw = _bound_widgets() + _ready_to_run(cw, pw) + pw._calibration_picker.value = "beer_lambert" + pw._extinction_field.value = 2.0 + pw._path_length_field.value = 1.0 + + pw._on_run(None) + + assert pw._last_result is not None + assert pw._last_result.success + + +def test_run_estimation_succeeds_with_area_normalization_calibration(): + cw, pw = _bound_widgets() + _ready_to_run(cw, pw) + pw._calibration_picker.value = "normalize_area" + pw._target_area_field.value = 1.0 + + pw._on_run(None) + + assert pw._last_result is not None + assert pw._last_result.success + + +def test_run_estimation_passes_the_start_fields_as_starts(monkeypatch): + import cadetgui.widgets.composite.parameter_estimation as pe_widget + + cw, pw = _bound_widgets() + _ready_to_run(cw, pw) + pw._start_fields[0].value = 0.123 # deliberately not the config's current value + captured = {} + + def _fake_run_estimation(*args, **kwargs): + captured.update(kwargs) + return EstimationResult({}, None, False, "stopped for the test") + + monkeypatch.setattr(pe_widget, "run_estimation", _fake_run_estimation) + + pw._on_run(None) + + # If `_on_run` ever returns before calling `run_estimation` (e.g. a + # future regression re-introducing param-order instability -- see + # ai-docs/UPSTREAM_ISSUES.md #4 for the CADET-Process bug this caught, + # and cadetprocessadapter.py's `build_parameter_config_spec` for the fix), + # surface *why* via the guard-clause message instead of a bare KeyError. + assert "starts" in captured, ( + f"run_estimation was never called; pw.status was: {pw.status.value!r}" + ) + assert captured["starts"] == [0.123] + + +def test_run_estimation_with_total_selected_still_succeeds(): + cw, pw = _bound_widgets() + _ready_to_run(cw, pw) + pw._component_picker.value = None # "Total (sum of all components)" + + pw._on_run(None) + + assert pw._last_result is not None + assert pw._last_result.success + + +def test_run_estimation_with_a_specific_component_selected_succeeds(): + cw, pw = _bound_widgets() + pw._on_preview(None) + unit, port = pw._signal_picker.value + sol = pw._display_result.solution[unit][port] + comp2 = sol.solution[:, 1] + lines = ["time,signal"] + [ + f"{t / 60.0},{s * 1.05}" for t, s in zip(sol.time[::10], comp2[::10]) + ] + upload_csv(pw.data, "measured.csv", "\n".join(lines)) + pw._dataset_picker.selected_index = 0 + pw._signal_picker.value = (unit, port) + pw._component_picker.value = "Component 2" + _add_param(pw, 0) + pw._maxiter_field.value = 15 + + pw._on_run(None) + + assert pw._last_result is not None + assert pw._last_result.success + + +def test_elapsed_label_is_cleared_after_a_run_finishes(): + cw, pw = _bound_widgets() + _ready_to_run(cw, pw) + + pw._on_run(None) + + # Cleared once finished -- the final elapsed time is folded into `status` instead. + assert pw._elapsed_label.value == "" + assert "s)" in pw.status.value # e.g. "... (0s)" + + +class _FakeResults: + def __init__(self, n_gen: int, x_best, f_best_history): + self.populations = [None] * n_gen + self._x_best = x_best + self.f_best_history = f_best_history + + @property + def x(self): + return [self._x_best] + + +class _FakeOptimizer: + def __init__(self, results): + self.results = results + + +def test_progress_tick_skips_the_live_plot_when_the_checkbox_is_off(monkeypatch): + import cadetgui.widgets.composite.parameter_estimation as pe_widget + + _, pw = _bound_widgets() + _add_param(pw, 0) + calls = [] + monkeypatch.setattr(pe_widget, "simulate_at", lambda *a, **k: calls.append(1)) + pw._progress["optimizer"] = _FakeOptimizer(_FakeResults(1, [0.5], [[1.0]])) + pw._live_plot_checkbox.value = False + + pw._progress_tick(0.0, None, None, pw._params, [0], None, "outlet", "inlet", 0) + + assert calls == [] + + +def test_progress_tick_redraws_the_live_plot_when_the_checkbox_is_on_and_a_generation_completed( + monkeypatch, +): + import cadetgui.widgets.composite.parameter_estimation as pe_widget + + cw, pw = _bound_widgets() + _add_param(pw, 0) + pw._on_preview(None) + unit, port = pw._signal_picker.value + calls = [] + monkeypatch.setattr( + pe_widget, "simulate_at", + lambda *a, **k: calls.append(1) or pw._display_result, + ) + pw._progress["optimizer"] = _FakeOptimizer(_FakeResults(1, [0.5], [[1.0]])) + pw._live_plot_checkbox.value = True + + last_n_gen = pw._progress_tick( + 0.0, cw.process, cw._column_form.built, pw._params, [0], None, unit, port, 0 + ) + + assert calls == [1] + assert last_n_gen == 1 + + +def test_progress_tick_does_not_redraw_twice_for_the_same_generation(monkeypatch): + import cadetgui.widgets.composite.parameter_estimation as pe_widget + + _, pw = _bound_widgets() + _add_param(pw, 0) + calls = [] + monkeypatch.setattr(pe_widget, "simulate_at", lambda *a, **k: calls.append(1)) + pw._progress["optimizer"] = _FakeOptimizer(_FakeResults(1, [0.5], [[1.0]])) + pw._live_plot_checkbox.value = True + + last_n_gen = pw._progress_tick(0.0, None, None, pw._params, [0], None, "outlet", "inlet", 1) + + assert calls == [] # n_gen (1) == last_n_gen (1) -- nothing new since last tick + assert last_n_gen == 1 + + +def test_redraw_live_plot_shows_the_error_instead_of_staying_silently_blank(monkeypatch): + # Regression: a bare `except: return` here used to make the live panel + # stay empty for an entire run with zero indication anything went wrong. + import cadetgui.widgets.composite.parameter_estimation as pe_widget + + _, pw = _bound_widgets() + _add_param(pw, 0) + + def _boom(*a, **k): + raise RuntimeError("synthetic failure for the test") + + monkeypatch.setattr(pe_widget, "simulate_at", _boom) + optimizer = _FakeOptimizer(_FakeResults(1, [0.5], [[1.0]])) + + pw._redraw_live_plot(optimizer, None, None, pw._params, [0], None, "outlet", "inlet") + + assert "synthetic failure for the test" in pw._live_plot_error.value + + +def test_cancel_button_hidden_by_default_and_shown_while_a_fit_is_running(monkeypatch): + import cadetgui.widgets.composite.parameter_estimation as pe_widget + + cw, pw = _bound_widgets() + _ready_to_run(cw, pw) + seen_display_mid_run = {} + + def _fake_run_estimation(*args, **kwargs): + seen_display_mid_run["display"] = pw._btn_cancel.layout.display + return EstimationResult({}, None, False, "stopped for the test") + + monkeypatch.setattr(pe_widget, "run_estimation", _fake_run_estimation) + + assert pw._btn_cancel.layout.display == "none" + + pw._on_run(None) + + assert seen_display_mid_run["display"] == "" # shown while the (mocked) fit "ran" + assert pw._btn_cancel.layout.display == "none" # hidden again once finished + + +def test_clicking_cancel_sets_the_event_run_estimation_receives(monkeypatch): + import cadetgui.widgets.composite.parameter_estimation as pe_widget + + cw, pw = _bound_widgets() + _ready_to_run(cw, pw) + captured = {} + + def _fake_run_estimation(*args, **kwargs): + captured.update(kwargs) + pw._on_cancel(None) # simulate the user clicking Cancel mid-run + return EstimationResult({}, None, False, "Estimation cancelled by user.", cancelled=True) + + monkeypatch.setattr(pe_widget, "run_estimation", _fake_run_estimation) + + pw._on_run(None) + + assert captured["cancel_event"] is pw._cancel_event + assert pw._cancel_event.is_set() + + +def test_finish_run_shows_a_plain_message_for_a_cancelled_result_not_an_error(): + _, pw = _bound_widgets() + + pw._finish_run( + EstimationResult({}, None, False, "Estimation cancelled by user.", cancelled=True), + start_time=time.monotonic(), + ) + + assert "cancelled" in pw.status.value.lower() + assert "#b00020" not in pw.status.value # not styled as an error + assert pw._btn_cancel.layout.display == "none" diff --git a/tests/test_parameter_estimation_adapter.py b/tests/test_parameter_estimation_adapter.py new file mode 100644 index 0000000..42322ba --- /dev/null +++ b/tests/test_parameter_estimation_adapter.py @@ -0,0 +1,330 @@ +from __future__ import annotations + +import threading +import time +import warnings + +import numpy as np +import pytest +from cadetgui.cadetprocessadapter import FieldSpec +from cadetgui.parameter_estimation import ( + build_reference, + calibrate_reference, + list_fittable_parameters, + run_estimation, + simulate_at, +) +from cadetgui.simulation import run_process +from cadetgui.widgets.composite import ConfigurationWidget + +warnings.filterwarnings("ignore", category=UserWarning) + + +def built_widget() -> ConfigurationWidget: + return ConfigurationWidget() # auto-commits its defaults on construction + + +FIELDS = [ + FieldSpec("total_porosity", "float", "Total porosity", 0.72, min=0.0, max=1.0), + FieldSpec("is_kinetic", "bool", "Is kinetic", True), + FieldSpec( + "adsorption_rate", "float_list", "Adsorption rate", [1.0, 2.0], + min=0.0, component_names=("Salt", "Protein"), + ), +] +VALUES = {"total_porosity": 0.72, "is_kinetic": True, "adsorption_rate": [1.0, 2.0]} + + +def test_list_fittable_parameters_skips_non_numeric_kinds(): + params = list_fittable_parameters("column", FIELDS, VALUES) + + assert [p.name for p in params] == ["total_porosity", "adsorption_rate", "adsorption_rate"] + + +def test_list_fittable_parameters_expands_float_list_per_component(): + params = list_fittable_parameters("binding", FIELDS, VALUES) + rate_params = [p for p in params if p.name == "adsorption_rate"] + + assert [p.component_index for p in rate_params] == [0, 1] + assert [p.current_value for p in rate_params] == [1.0, 2.0] + assert "Salt" in rate_params[0].label + assert "Protein" in rate_params[1].label + + +def test_list_fittable_parameters_fills_in_missing_bounds(): + params = list_fittable_parameters("column", FIELDS, VALUES) + porosity = next(p for p in params if p.name == "total_porosity") + rate0 = next(p for p in params if p.component_index == 0) + + assert (porosity.lb, porosity.ub) == (0.0, 1.0) # registered bounds, kept as-is + assert rate0.lb == 0.0 + assert rate0.ub == 10.0 * rate0.current_value # no registered max -> 10x current + + +def test_calibrate_reference_none_returns_the_same_object(): + ref = build_reference("raw", [0.0, 1.0, 2.0, 3.0], [1.0, 2.0, 3.0, 4.0]) + + assert calibrate_reference(ref, "none") is ref + + +def test_calibrate_reference_beer_lambert_divides_by_extinction_times_path_length(): + ref = build_reference("uv", [0.0, 1.0, 2.0, 3.0], [10.0, 20.0, 30.0, 40.0]) + + calibrated = calibrate_reference( + ref, "beer_lambert", extinction_coefficient=2.0, path_length=5.0 + ) + + assert np.allclose(calibrated.solution[:, 0], ref.solution[:, 0] / 10.0) + + +def test_calibrate_reference_normalize_area_matches_the_target_area(): + t = np.linspace(0, 10, 50) + ref = build_reference("uv", t, np.exp(-((t - 5) ** 2))) + + calibrated = calibrate_reference(ref, "normalize_area", target_area=3.0) + + assert np.isclose(calibrated.fraction_mass()[0], 3.0) + + +def test_calibrate_reference_rejects_an_unknown_method(): + ref = build_reference("raw", [0.0, 1.0, 2.0, 3.0], [1.0, 2.0, 3.0, 4.0]) + + with pytest.raises(ValueError): + calibrate_reference(ref, "not_a_real_method") # type: ignore[arg-type] + + +def test_build_reference_without_a_component_name_is_unnamed(): + ref = build_reference("raw", [0.0, 1.0, 2.0, 3.0], [1.0, 2.0, 3.0, 4.0]) + + assert ref.n_comp == 1 + assert ref.component_system.names == ["0"] # CADET-Process's own auto-generated default + + +def test_build_reference_tags_the_named_component(): + ref = build_reference( + "raw", [0.0, 1.0, 2.0, 3.0], [1.0, 2.0, 3.0, 4.0], component_name="Component 2" + ) + + assert ref.component_system.names == ["Component 2"] + + +@pytest.mark.parametrize("method,kwargs", [ + ("beer_lambert", {"extinction_coefficient": 2.0, "path_length": 1.0}), + ("normalize_area", {"target_area": 3.0}), +]) +def test_calibrate_reference_preserves_the_component_name(method, kwargs): + # Regression: apply_beer_lambert/normalize_area build a fresh ReferenceIO + # internally and don't carry the input's component_system over -- a + # `component_name` set via build_reference must survive calibration. + ref = build_reference( + "raw", np.linspace(0, 10, 20), np.linspace(1, 2, 20), component_name="Component 2" + ) + + calibrated = calibrate_reference(ref, method, **kwargs) + + assert calibrated.component_system.names == ["Component 2"] + + +def test_run_estimation_with_no_selection_does_not_run(): + cw = built_widget() + process, column = cw.process, cw._column_form.built + params = list_fittable_parameters( + "column", cw._column_form.spec.fields, cw._column_form.collect_values() + ) + + # `reference` is never touched when nothing is selected -- None is fine here. + result = run_estimation( + process, column, params, [], None, "outlet.inlet", maxiter=5, starts=[] + ) + + assert result.success is False + assert result.fitted == {} + + +def test_run_estimation_uses_explicit_starts_as_x0(monkeypatch): + import cadetgui.parameter_estimation as pe + + cw = built_widget() + process, column = cw.process, cw._column_form.built + reference = build_reference("raw", [0.0, 1.0, 2.0, 3.0], [1.0, 2.0, 3.0, 4.0]) + params = list_fittable_parameters( + "column", cw._column_form.spec.fields, cw._column_form.collect_values() + ) + porosity_idx = next(i for i, p in enumerate(params) if p.name == "total_porosity") + captured = {} + + class _FakeOptimizer: + def __init__(self, maxiter): + pass + + def optimize(self, problem, x0, **kwargs): + captured["x0"] = x0 + raise RuntimeError("stop before an actual solve") + + monkeypatch.setattr(pe, "NelderMead", _FakeOptimizer) + + starts = [0.42] + run_estimation( + process, column, params, [porosity_idx], reference, "outlet.inlet", + maxiter=5, starts=starts, + ) + + assert captured["x0"] == starts + + +def test_run_estimation_calls_on_optimizer_ready_before_optimizing(monkeypatch): + import cadetgui.parameter_estimation as pe + + cw = built_widget() + process, column = cw.process, cw._column_form.built + reference = build_reference("raw", [0.0, 1.0, 2.0, 3.0], [1.0, 2.0, 3.0, 4.0]) + params = list_fittable_parameters( + "column", cw._column_form.spec.fields, cw._column_form.collect_values() + ) + porosity_idx = next(i for i, p in enumerate(params) if p.name == "total_porosity") + seen = {} + + class _FakeOptimizer: + def __init__(self, maxiter): + self.results = "not-yet-populated-marker" + + def optimize(self, problem, x0, **kwargs): + # on_optimizer_ready must have already fired by the time we get here. + assert seen.get("optimizer") is self + raise RuntimeError("stop before an actual solve") + + monkeypatch.setattr(pe, "NelderMead", _FakeOptimizer) + + run_estimation( + process, column, params, [porosity_idx], reference, "outlet.inlet", + maxiter=5, starts=[0.5], on_optimizer_ready=lambda opt: seen.update(optimizer=opt), + ) + + assert isinstance(seen["optimizer"], _FakeOptimizer) + + +def test_simulate_at_writes_values_onto_an_independent_copy(): + cw = built_widget() + process, column = cw.process, cw._column_form.built + original_porosity = column.total_porosity + params = list_fittable_parameters( + "column", cw._column_form.spec.fields, cw._column_form.collect_values() + ) + porosity_idx = next(i for i, p in enumerate(params) if p.name == "total_porosity") + + result = simulate_at(process, column, params, [porosity_idx], [0.5]) + + assert column.total_porosity == original_porosity # caller's process untouched + assert result.solution.outlet.inlet.solution.shape[1] == len(cw._components.value) + + # Compare against a hand-built simulation at the same value -- same curve. + import copy as _copy + + from cadetgui.simulation import run_process + manual = _copy.deepcopy(process) + manual.flow_sheet.units_dict["column"].total_porosity = 0.5 + expected = run_process(manual) + + np.testing.assert_allclose( + result.solution.outlet.inlet.solution, expected.solution.outlet.inlet.solution + ) + + +@pytest.mark.slow +def test_run_estimation_recovers_a_perturbed_parameter_without_touching_the_original(): + cw = built_widget() + process, column = cw.process, cw._column_form.built + original_porosity = column.total_porosity + + baseline = run_process(process) + sol = baseline.solution.outlet.inlet + total = sol.solution.sum(axis=1) + reference = build_reference("measured", sol.time / 60.0, total) + + params = list_fittable_parameters( + "column", cw._column_form.spec.fields, cw._column_form.collect_values() + ) + porosity_idx = next(i for i, p in enumerate(params) if p.name == "total_porosity") + + result = run_estimation( + process, column, params, [porosity_idx], reference, "outlet.inlet", maxiter=30, + starts=[original_porosity], + ) + + assert result.success + assert np.isclose(result.fitted[porosity_idx], original_porosity, atol=0.05) + assert result.fitted_process is not process + assert column.total_porosity == original_porosity # the live object is untouched + + +@pytest.mark.slow +def test_run_estimation_with_a_component_name_ignores_other_components(): + # A reference built from just "Component 2" should recover the same fit + # whether "Component 1" is perturbed or not -- it's never looked at. + cw = built_widget() + process, column = cw.process, cw._column_form.built + original_porosity = column.total_porosity + + baseline = run_process(process) + sol = baseline.solution.outlet.inlet + comp2 = sol.solution[:, 1] + reference = build_reference( + "measured", sol.time / 60.0, comp2, component_name="Component 2" + ) + + params = list_fittable_parameters( + "column", cw._column_form.spec.fields, cw._column_form.collect_values() + ) + porosity_idx = next(i for i, p in enumerate(params) if p.name == "total_porosity") + + result = run_estimation( + process, column, params, [porosity_idx], reference, "outlet.inlet", + maxiter=30, starts=[original_porosity], component_name="Component 2", + ) + + assert result.success + assert np.isclose(result.fitted[porosity_idx], original_porosity, atol=0.05) + + +@pytest.mark.slow +def test_run_estimation_stops_early_when_cancelled(): + # Real optimize() call, real cancellation, no mocking -- confirms the + # cancel hook actually aborts scipy's Nelder-Mead loop rather than just + # being ignored (verified live: raising from inside an evaluator or an + # OptimizationProblem.add_callback() callback does *not* abort it -- + # CADET-Process's evaluation pipeline swallows those by design). + cw = built_widget() + process, column = cw.process, cw._column_form.built + + baseline = run_process(process) + sol = baseline.solution.outlet.inlet + total = sol.solution.sum(axis=1) + reference = build_reference("measured", sol.time / 60.0, total) + + params = list_fittable_parameters( + "column", cw._column_form.spec.fields, cw._column_form.collect_values() + ) + porosity_idx = next(i for i, p in enumerate(params) if p.name == "total_porosity") + + cancel_event = threading.Event() + + def _cancel_soon() -> None: + time.sleep(0.3) + cancel_event.set() + + threading.Thread(target=_cancel_soon, daemon=True).start() + + start_time = time.monotonic() + result = run_estimation( + process, column, params, [porosity_idx], reference, "outlet.inlet", + maxiter=500, # would run far longer than the cancel delay if not stopped + starts=[0.3], # deliberately far from the optimum, needs many iterations + cancel_event=cancel_event, + ) + elapsed = time.monotonic() - start_time + + assert result.cancelled + assert not result.success + assert "cancelled" in result.message.lower() + assert elapsed < 15 # stopped promptly, not after running the full 500 iterations + assert column.total_porosity == 0.72 # the live object is still untouched diff --git a/tests/test_solution.py b/tests/test_solution.py index 7f2df0e..b837df6 100644 --- a/tests/test_solution.py +++ b/tests/test_solution.py @@ -1,6 +1,5 @@ from __future__ import annotations -import datetime as dt import warnings import matplotlib @@ -10,11 +9,7 @@ import cadetgui.configuration_store as configuration_store from cadetgui.simulation import run_process as _default_runner -from cadetgui.widgets.composite import ( - ConfigurationWidget, - DataImportWidget, - SolutionWidget, -) +from cadetgui.widgets.composite import ConfigurationWidget, SolutionWidget warnings.filterwarnings("ignore", category=UserWarning) @@ -25,19 +20,6 @@ def _isolated_store(tmp_path, monkeypatch): monkeypatch.setattr(configuration_store, "default_store_dir", lambda: tmp_path) -def upload_csv(widget: DataImportWidget, filename: str, csv_text: str) -> None: - content = memoryview(csv_text.encode("utf-8")) - widget._upload.value = ( - { - "name": filename, - "type": "text/csv", - "size": len(content), - "last_modified": dt.datetime.now(), - "content": content, - }, - ) - - def built_process(): cw = ConfigurationWidget() # auto-commits its defaults on construction return cw.process @@ -126,13 +108,14 @@ def test_signal_list_collapses_inlet_and_outlet_units_to_one_entry_each(): sw._on_run(None) labels = sw._signal_picker.option_labels - assert labels == [ + assert set(labels) == { "feed: Source", "eluent: Source", "column: inlet", "column: outlet", "outlet: Sink", - ] + } + assert labels[0] == "outlet: Sink" # sorted first -- the common default signal def test_signal_list_source_and_sink_options_point_at_the_real_port(): @@ -144,6 +127,15 @@ def test_signal_list_source_and_sink_options_point_at_the_real_port(): assert options["outlet: Sink"] == ("outlet", "inlet") +def test_signal_picker_defaults_to_the_sink(): + # Comparing/fitting against the process outlet is the common case -- + # classify_signal_ports() sorts "Sink" first so it's index 0 by default. + sw = SolutionWidget(process=built_process()) + sw._on_run(None) + + assert sw._signal_picker.value == ("outlet", "inlet") + + def test_classify_signal_ports_is_usable_standalone_from_the_adapter(): # SolutionWidget is a thin caller -- the classification itself lives in # cadetprocessadapter.py (framework-agnostic, no ipywidgets import). @@ -222,35 +214,6 @@ def test_solutionwidget_picking_a_failed_run_shows_its_error(): assert "Simulation failed" in sw.status.value -def test_solutionwidget_overlays_bound_experimental_data(): - sw = SolutionWidget(process=built_process()) - di = DataImportWidget() - sw.bind_to_data(di) - - upload_csv(di, "measured.csv", "time,signal\n0,0.0\n1,0.5\n") - sw._on_run(None) # no exception with data already loaded before the run - - unit, port = sw._signal_picker.value - solution = sw.result.solution[unit][port] - fig, ax = solution.plot() - for ds in di.datasets: - ax.plot(ds.time_min, ds.signal, linestyle="--", label=f"{ds.label} (measured)") - ax.legend() - labels = ax.get_legend_handles_labels()[1] - assert any("measured" in label for label in labels) - - -def test_solutionwidget_replots_when_data_uploaded_after_run(): - sw = SolutionWidget(process=built_process()) - di = DataImportWidget() - sw.bind_to_data(di) - - sw._on_run(None) # plot exists before any experimental data is loaded - upload_csv(di, "late.csv", "time,signal\n0,0.0\n1,1.0\n") # must not raise - - assert di.datasets # upload succeeded and triggered a listener-driven replot - - def test_solutionwidget_run_tags_history_with_config_name_and_hash(): cw = ConfigurationWidget() cw._name_field.value = "My Config" diff --git a/tests/test_workbench.py b/tests/test_workbench.py index a20902d..78415ee 100644 --- a/tests/test_workbench.py +++ b/tests/test_workbench.py @@ -2,11 +2,19 @@ import warnings +import cadetgui.configuration_store as configuration_store +import pytest from cadetgui.widgets.composite import WorkbenchWidget warnings.filterwarnings("ignore", category=UserWarning) +@pytest.fixture(autouse=True) +def _isolated_store(tmp_path, monkeypatch): + """Redirect the configuration store to a tmp dir -- never touch the real one.""" + monkeypatch.setattr(configuration_store, "default_store_dir", lambda: tmp_path) + + def test_workbench_builds_and_wires_the_three_widgets(): wb = WorkbenchWidget() @@ -14,6 +22,18 @@ def test_workbench_builds_and_wires_the_three_widgets(): assert wb.solution.process is wb.configuration.process # bind_to_config picked it up +def test_workbench_wires_parameter_estimation_to_configuration(): + wb = WorkbenchWidget() + + assert wb.parameter_estimation._param_add_picker.option_labels # bind_to_config populated it + assert wb.parameter_estimation._signal_picker.option_labels == [] # nothing previewed yet + + wb.parameter_estimation._on_preview(None) + + assert wb.parameter_estimation._signal_picker.option_labels + assert wb.solution.result is None # the Simulation tab's own run state is untouched + + def test_workbench_shows_only_the_configuration_pane_initially(): wb = WorkbenchWidget() From d4e3439e4600efa455562c799111624eecf9a172 Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Tue, 15 Sep 2026 16:02:12 +0200 Subject: [PATCH 066/158] Add additional analysis data to parameter estimation widget --- cadetgui/parameter_estimation.py | 131 +++++++--- cadetgui/widgets/composite/data_import.py | 1 - .../widgets/composite/parameter_estimation.py | 243 +++++++++++++++--- examples/configuration_and_solution.ipynb | 2 +- tests/test_parameter_estimation.py | 140 +++++++++- tests/test_parameter_estimation_adapter.py | 91 ++++++- 6 files changed, 518 insertions(+), 90 deletions(-) diff --git a/cadetgui/parameter_estimation.py b/cadetgui/parameter_estimation.py index d7b39e9..00afdf8 100644 --- a/cadetgui/parameter_estimation.py +++ b/cadetgui/parameter_estimation.py @@ -10,7 +10,7 @@ from CADETProcess.calibration import apply_beer_lambert, normalize_area from CADETProcess.comparison import Comparator from CADETProcess.comparison.difference import SSE -from CADETProcess.optimization import NelderMead, OptimizationProblem +from CADETProcess.optimization import U_NSGA3, NelderMead, OptimizationProblem from CADETProcess.processModel import ComponentSystem from CADETProcess.reference import ReferenceIO from CADETProcess.simulator import Cadet @@ -21,6 +21,9 @@ __all__ = [ "FittableParameter", "EstimationResult", + "OptimizerKnob", + "OptimizerSpec", + "OPTIMIZERS", "list_fittable_parameters", "build_reference", "calibrate_reference", @@ -209,6 +212,54 @@ def simulate_at( return run_process(working_process) +@dataclass(frozen=True) +class OptimizerKnob: + """One optimizer-specific numeric setting, e.g. Nelder-Mead's `maxiter`.""" + + attr: str # kwarg name passed to the optimizer's constructor + label: str # widget field label + default: int + + +@dataclass(frozen=True) +class OptimizerSpec: + """One entry in `OPTIMIZERS` -- everything needed to build and configure it.""" + + factory: Callable[..., Any] + knobs: tuple[OptimizerKnob, ...] + # Mirrors the optimizer class's own `is_population_based` (`OptimizerBase` + # attribute) -- surfaced separately so callers don't need to construct an + # instance just to read it (e.g. for a "this may take a while to cancel" + # UX note: population-based optimizers evaluate a whole population before + # the per-generation cancellation check is next reached, see + # `_install_cancel_hook`). + is_population_based: bool + + +# Adding another optimizer later is one more entry here -- nothing else in +# this module or in the widget hardcodes "Nelder-Mead"/"U-NSGA-III"; both +# read `OPTIMIZERS` generically. `pop_size`/`n_max_gen` default to `0`, +# which is falsy -- `PymooInterface` (CADETProcess/optimization/ +# pymooAdapter.py) already treats an unset/falsy value as "size this +# automatically" via its own `scale_problem_size` heuristic, so `0` here +# means "let CADET-Process decide," not "population of zero." +OPTIMIZERS: dict[str, OptimizerSpec] = { + "Nelder-Mead": OptimizerSpec( + factory=NelderMead, + knobs=(OptimizerKnob("maxiter", "Max iterations", 1000),), + is_population_based=False, + ), + "U-NSGA-III": OptimizerSpec( + factory=U_NSGA3, + knobs=( + OptimizerKnob("pop_size", "Population size", 0), + OptimizerKnob("n_max_gen", "Max generations", 0), + ), + is_population_based=True, + ), +} + + class EstimationCancelled(Exception): """Raised by the per-generation hook `_install_cancel_hook` installs. @@ -230,37 +281,38 @@ def _install_cancel_hook(optimizer: Any, cancel_event: threading.Event) -> None: started doesn't work either -- `SciPyInterface._run` reads it once into a plain dict scipy owns from then on, not a live reference. - What *does* work: `NelderMead.get_callback()` builds the plain function - object scipy calls directly after every generation -- outside the - evaluation pipeline's exception handling entirely, since scipy invokes - it itself, not through CADET-Process's DAG. Instance-patching this one - bound method (shadows the class method for this `optimizer` only) wraps - it with a check that raises before delegating to the original -- - confirmed this exception really does propagate out of `optimize()`. - - One sharp edge along the way: scipy's own `_wrap_callback` (`scipy/ - optimize/_optimize.py`) picks the calling convention by inspecting the - callback's *signature* -- `set(sig.parameters) == {"intermediate_result"}` - selects the modern `callback(intermediate_result=...)` form CADET- - Process's own callback expects; anything else (a generic `*args, - **kwargs` wrapper included) falls back to the legacy `callback(xk)` form, - silently passing a bare ndarray where CADET-Process's callback expects an - `OptimizeResult` and breaking it (confirmed: `'numpy.ndarray' object has - no attribute 'x'`). The wrapper below matches that exact signature. + What *does* work, for *every* optimizer, not just scipy-based ones: + `OptimizerBase.run_post_processing` (defined once, shared by every + adapter) is called directly, as plain Python, once per generation -- + from inside scipy's own callback for `SciPyInterface` subclasses + (`NelderMead`, ...), and from inside CADET-Process's own hand-rolled + generation loop for `PymooInterface` subclasses (`U_NSGA3`, ...). + Confirmed by reading `OptimizerBase.optimize()`: nothing wraps the call + to `_run` in a try/except (a `log.log_exceptions(...)`-wrapped version + is constructed but its result is discarded -- dead code), so an + exception raised here propagates all the way out of `.optimize()` + regardless of which optimizer subclass is running. Verified live for + both `NelderMead` and `U_NSGA3`: this exact mechanism aborted a real + `.optimize()` call for each. Solver-agnostic by construction -- a future + optimizer added to `OPTIMIZERS` gets working cancellation for free as + long as it's an ordinary `OptimizerBase` subclass (true for every + built-in CADET-Process optimizer; `run_post_processing` isn't something + each adapter reimplements). + + (This replaces an earlier version that instance-patched the + `SciPyInterface`-only `get_callback()` method -- worked for NelderMead, + but `PymooInterface` has no such method at all, and it also required + matching scipy's own callback-signature-inspection exactly, a fragility + this simpler hook doesn't have.) """ - original_get_callback = optimizer.get_callback - - def _wrapped_get_callback(optimization_problem: Any) -> Callable: - inner = original_get_callback(optimization_problem) + original = optimizer.run_post_processing - def _callback(intermediate_result: Any) -> Any: - if cancel_event.is_set(): - raise EstimationCancelled("Estimation cancelled by user.") - return inner(intermediate_result=intermediate_result) + def _wrapped(*args: Any, **kwargs: Any) -> Any: + if cancel_event.is_set(): + raise EstimationCancelled("Estimation cancelled by user.") + return original(*args, **kwargs) - return _callback - - optimizer.get_callback = _wrapped_get_callback + optimizer.run_post_processing = _wrapped @dataclass(frozen=True) @@ -284,8 +336,9 @@ def run_estimation( selected_indices: Sequence[int], reference: ReferenceIO, solution_path: str, - maxiter: int, *, + optimizer_name: str, + optimizer_kwargs: Mapping[str, int], starts: Sequence[float], component_name: Optional[str] = None, on_optimizer_ready: Optional[Callable[[Any], None]] = None, @@ -297,11 +350,25 @@ def run_estimation( the real configuration through an explicit, user-approved write-back (PRODUCT_VISION.md §16.4: never silently overwrite the source model). + `optimizer_name` selects an entry from `OPTIMIZERS`; `optimizer_kwargs` + are passed straight to that entry's `factory(**optimizer_kwargs)` (e.g. + `{"maxiter": 1000}` for Nelder-Mead, `{"pop_size": 200, "n_max_gen": 50}` + for U-NSGA-III) -- this function itself is fully optimizer-agnostic + beyond this one construction step; `OptimizationProblem`/variable + registration/the `optimize()` call are identical regardless of which + optimizer runs (confirmed: `OptimizerBase.optimize()` is never + overridden by any concrete optimizer). + `starts` gives the optimizer's initial guess, positionally parallel to `selected_indices` -- deliberately not implied by `params[i].current_value`, since a starting guess is a property of the estimation run, not of the live configuration (confirmed: `OptimizationProblem.add_variable()` has no - per-variable starting-value concept, only `optimize()`'s `x0`). + per-variable starting-value concept, only `optimize()`'s `x0`). For a + population-based optimizer like U-NSGA-III, `x0` seeds one individual of + the initial population rather than a single starting point -- the rest is + filled in by CADET-Process's own `create_initial_values` polytope + sampling (confirmed by reading `PymooInterface._run`), so no special + handling is needed here for that case either. `component_name`, when given, restricts the comparison to that one simulated component (`SSE(..., components=[component_name])`) -- the right @@ -347,7 +414,7 @@ def run_estimation( problem.add_evaluator(simulator) problem.add_objective(comparator, n_objectives=comparator.n_metrics, requires=[simulator]) - optimizer = NelderMead(maxiter=maxiter) + optimizer = OPTIMIZERS[optimizer_name].factory(**optimizer_kwargs) if cancel_event is not None: _install_cancel_hook(optimizer, cancel_event) if on_optimizer_ready is not None: diff --git a/cadetgui/widgets/composite/data_import.py b/cadetgui/widgets/composite/data_import.py index b8b5a72..50808b6 100644 --- a/cadetgui/widgets/composite/data_import.py +++ b/cadetgui/widgets/composite/data_import.py @@ -75,7 +75,6 @@ def __init__(self) -> None: self.root = W.VBox( [ W.HTML(style_tag()), - W.HTML("
Experimental data
"), toolbar, self._preview_out, self.status, diff --git a/cadetgui/widgets/composite/parameter_estimation.py b/cadetgui/widgets/composite/parameter_estimation.py index 9d112a6..5a4ac46 100644 --- a/cadetgui/widgets/composite/parameter_estimation.py +++ b/cadetgui/widgets/composite/parameter_estimation.py @@ -12,6 +12,7 @@ from ... import configuration_store from ...cadetprocessadapter import classify_signal_ports from ...parameter_estimation import ( + OPTIMIZERS, CalibrationMethod, EstimationResult, FittableParameter, @@ -44,6 +45,10 @@ class ParameterEstimationWidget: tab shows only the raw simulation, this tab owns the comparison view. """ + _PARAM_NAME_WIDTH = "300px" + _PARAM_FIELD_WIDTH = "110px" + _PARAM_REMOVE_WIDTH = "36px" + def __init__(self, *, data: Optional[DataImportWidget] = None) -> None: self.data = data or DataImportWidget() self._config_widget: Optional[Any] = None @@ -74,8 +79,9 @@ def __init__(self, *, data: Optional[DataImportWidget] = None) -> None: self._progress: dict[str, Any] = {"optimizer": None} # Set by "Cancel" -- checked once per generation inside run_estimation # (`cancel_event`), the only point that actually stops a running - # Nelder-Mead: see `cadetgui.parameter_estimation._install_cancel_hook` - # for why raising from an evaluator or an `add_callback` doesn't work. + # optimizer for any of them (Nelder-Mead, U-NSGA-III, ...): see + # `cadetgui.parameter_estimation._install_cancel_hook` for why raising + # from an evaluator or an `add_callback` doesn't work. self._cancel_event = threading.Event() self._base_process_picker = ChoiceField( @@ -86,9 +92,26 @@ def __init__(self, *, data: Optional[DataImportWidget] = None) -> None: self._dataset_picker = ChoiceField(label="Experimental dataset:", options=[]) self._component_picker = ChoiceField(label="Signal represents:", options=[]) self._signal_picker = ChoiceField(label="Signal:", options=[]) - # Matches CADET-Process's own NelderMead default (scipyAdapter.py) -- - # 50 was too low even for a single fitted parameter, let alone several. - self._maxiter_field = W.IntText(value=1000, description="Max iterations:") + self._optimizer_picker = ChoiceField( + label="Optimizer:", options=[(name, name) for name in OPTIMIZERS] + ) + # One knob box per OPTIMIZERS entry, built generically from its + # `knobs` tuple -- adding another optimizer to the registry needs no + # change here, its fields just show up automatically. Only the + # selected optimizer's box is visible at a time (`_on_optimizer_change`), + # same show/hide pattern as the calibration-method fields below. + # Matches CADET-Process's own NelderMead default (`maxiter=1000`, + # `scipyAdapter.py`) -- 50 was too low even for a single fitted + # parameter, let alone several; `0` for a U-NSGA-III knob means "let + # CADET-Process size it automatically" (see `OPTIMIZERS`'s docstring). + self._knob_fields: dict[str, list[W.IntText]] = { + name: [W.IntText(value=knob.default, description=knob.label) for knob in spec.knobs] + for name, spec in OPTIMIZERS.items() + } + self._knob_boxes: dict[str, W.HBox] = { + name: W.HBox(fields, layout=W.Layout(display="none", flex_flow="row wrap")) + for name, fields in self._knob_fields.items() + } self._calibration_picker = ChoiceField( label="Calibration:", options=[ @@ -109,6 +132,20 @@ def __init__(self, *, data: Optional[DataImportWidget] = None) -> None: ) self._param_add_picker = ChoiceField(label="Add parameter:", options=[]) self._btn_add_param = W.Button(description="Add", icon="plus") + # Fixed column widths -- every row (and the header) uses the exact + # same ones, so start/lb/ub actually line up regardless of how long + # a given parameter's own label is. Previously each row was a plain + # HBox sized to its own content, so longer parameter names pushed + # that row's fields out of line with every other row's. + self._param_header = W.HBox( + [ + W.HTML("Parameter", layout=W.Layout(width=self._PARAM_NAME_WIDTH)), + W.HTML("Start", layout=W.Layout(width=self._PARAM_FIELD_WIDTH)), + W.HTML("Lower bound", layout=W.Layout(width=self._PARAM_FIELD_WIDTH)), + W.HTML("Upper bound", layout=W.Layout(width=self._PARAM_FIELD_WIDTH)), + W.HTML("", layout=W.Layout(width=self._PARAM_REMOVE_WIDTH)), + ] + ) self._param_box = W.VBox([]) self._btn_run = W.Button(description="Run estimation", icon="magic", button_style="success") self._btn_cancel = W.Button( @@ -147,6 +184,19 @@ def __init__(self, *, data: Optional[DataImportWidget] = None) -> None: self._plot_out = W.Image( format="png", layout=W.Layout(width="400px", display="none") ) + # Post-run analytics, from CADET-Process's own OptimizationResults -- + # not something we compute ourselves. `plot_convergence` (best/avg + # objective vs. evaluations) always makes sense; `plot_pairwise` + # (histograms + scatter of the fitted variables across the final + # population) only if more than one parameter was fitted, same guard + # CADET-Process's own `results.plot_figures()` uses. + self._analytics_error = W.HTML(value="") + self._convergence_out = W.Image( + format="png", layout=W.Layout(width="400px", display="none") + ) + self._pairwise_out = W.Image( + format="png", layout=W.Layout(width="500px", display="none") + ) self.status = W.HTML("Ready.") self.status.add_class("cadetgui-status") @@ -158,6 +208,7 @@ def __init__(self, *, data: Optional[DataImportWidget] = None) -> None: self._btn_preview.on_click(self._on_preview) self._base_process_picker.observe(self._on_base_process_change, names="selected_index") self._signal_picker.observe(self._on_signal_change, names="selected_index") + self._optimizer_picker.observe(self._on_optimizer_change, names="selected_index") self._calibration_picker.observe(self._on_calibration_change, names="selected_index") self._dataset_picker.observe(self._on_reference_input_change, names="selected_index") self._component_picker.observe(self._on_reference_input_change, names="selected_index") @@ -172,14 +223,14 @@ def __init__(self, *, data: Optional[DataImportWidget] = None) -> None: ) base_process_row.add_class("cadetgui-toolbar") - toolbar = W.HBox( - [ - self._dataset_picker, self._component_picker, - self._signal_picker, self._maxiter_field, self._live_plot_checkbox, - ], + # "Signal represents" and calibration are both about *interpreting + # the imported measurement* -- they belong with the data import, not + # mixed in among run controls (maxiter, live plot, ...). + dataset_row = W.HBox( + [self._dataset_picker, self._component_picker], layout=W.Layout(flex_flow="row wrap"), ) - toolbar.add_class("cadetgui-toolbar") + dataset_row.add_class("cadetgui-toolbar") calibration_row = W.HBox( [self._calibration_picker, self._beer_lambert_box, self._normalize_area_box], @@ -187,37 +238,78 @@ def __init__(self, *, data: Optional[DataImportWidget] = None) -> None: ) calibration_row.add_class("cadetgui-toolbar") + data_section = W.VBox( + [ + W.HTML("
Experimental data
"), + self.data.root, + dataset_row, + calibration_row, + ] + ) + data_section.add_class("cadetgui-panel") + data_section.add_class("cadetgui-section") + add_param_row = W.HBox( [self._param_add_picker, self._btn_add_param], layout=W.Layout(flex_flow="row wrap"), ) add_param_row.add_class("cadetgui-toolbar") - fit_section = W.VBox( + param_space_section = W.VBox( [ - W.HTML("
Fit parameters
"), - base_process_row, - toolbar, - calibration_row, + W.HTML("
Configure parameter space
"), add_param_row, + self._param_header, self._param_box, + ] + ) + param_space_section.add_class("cadetgui-panel") + param_space_section.add_class("cadetgui-section") + + # Default-selected optimizer's knob box starts visible; the rest stay + # hidden until picked -- same as the calibration-method fields. + self._knob_boxes[self._optimizer_picker.value].layout.display = "" + + run_toolbar = W.HBox( + [self._signal_picker, self._live_plot_checkbox], + layout=W.Layout(flex_flow="row wrap"), + ) + run_toolbar.add_class("cadetgui-toolbar") + + optimizer_row = W.HBox( + [self._optimizer_picker, *self._knob_boxes.values()], + layout=W.Layout(flex_flow="row wrap"), + ) + optimizer_row.add_class("cadetgui-toolbar") + + run_section = W.VBox( + [ + W.HTML("
Run estimation
"), + base_process_row, + run_toolbar, + optimizer_row, W.HBox([self._btn_run, self._btn_cancel, self._btn_accept, self._elapsed_label]), self._live_plot_error, self._live_plot_out, self._fit_table, self._plot_out, + W.HTML("
Convergence & correlation
"), + self._analytics_error, + self._convergence_out, + self._pairwise_out, self.status, ] ) - fit_section.add_class("cadetgui-panel") - fit_section.add_class("cadetgui-section") + run_section.add_class("cadetgui-panel") + run_section.add_class("cadetgui-section") self.root = W.VBox( [ W.HTML(style_tag()), W.HTML("
Parameter estimation
"), - self.data.root, - fit_section, + data_section, + param_space_section, + run_section, ] ) self.root.add_class("cadetgui-panel") @@ -246,6 +338,13 @@ def _on_base_process_change(self, change: dict) -> None: self._config_widget.import_from_store(hash_) self._on_preview(None) + def _on_optimizer_change(self, change: dict) -> None: + if change.get("name") != "selected_index": + return + selected = self._optimizer_picker.value + for name, box in self._knob_boxes.items(): + box.layout.display = "" if name == selected else "none" + def _on_calibration_change(self, change: dict) -> None: if change.get("name") != "selected_index": return @@ -443,9 +542,18 @@ def _refresh_add_picker_options(self) -> None: self._param_add_picker.set_options(options) def _refresh_added_rows(self) -> None: - """Rebuild the fit-parameter rows from `_added_keys` + `_param_state`.""" + """Rebuild the fit-parameter rows from `_added_keys` + `_param_state`. + + Every row (and `_param_header`, built once in `__init__`) uses the + exact same fixed column widths, so start/lb/ub actually line up + regardless of how long any one parameter's own label is -- unlike a + plain HBox sized to its own content, which put each row's fields at + a different x position depending on that row's label length. + """ by_key = self._params_by_key() - width = W.Layout(width="100px") + name_layout = W.Layout(width=self._PARAM_NAME_WIDTH, overflow="hidden") + field_layout = W.Layout(width=self._PARAM_FIELD_WIDTH) + remove_layout = W.Layout(width=self._PARAM_REMOVE_WIDTH) self._lb_fields = [] self._ub_fields = [] self._start_fields = [] @@ -458,23 +566,17 @@ def _refresh_added_rows(self) -> None: state = self._param_state.setdefault( key, {"lb": p.lb, "ub": p.ub, "start": p.current_value} ) - lb_field = W.FloatText(value=state["lb"], layout=width) - ub_field = W.FloatText(value=state["ub"], layout=width) - start_field = W.FloatText(value=state["start"], layout=width) - remove_btn = W.Button(icon="times", layout=W.Layout(width="32px")) + lb_field = W.FloatText(value=state["lb"], layout=field_layout) + ub_field = W.FloatText(value=state["ub"], layout=field_layout) + start_field = W.FloatText(value=state["start"], layout=field_layout) + remove_btn = W.Button(icon="times", layout=remove_layout) remove_btn.on_click(self._make_remove_handler(key)) self._lb_fields.append(lb_field) self._ub_fields.append(ub_field) self._start_fields.append(start_field) self._remove_buttons.append(remove_btn) - rows.append( - W.HBox([ - W.Label(f"{p.label} = {p.current_value:.4g}"), - W.Label("start:"), start_field, - W.Label("lb:"), lb_field, W.Label("ub:"), ub_field, - remove_btn, - ]) - ) + name_label = W.Label(f"{p.label} = {p.current_value:.4g}", layout=name_layout) + rows.append(W.HBox([name_label, start_field, lb_field, ub_field, remove_btn])) self._param_box.children = tuple(rows) def _on_add_param(self, _btn: Any) -> None: @@ -531,6 +633,11 @@ def _on_run(self, _btn: Any) -> None: self._live_plot_out.value = b"" self._live_plot_out.layout.display = "none" self._live_plot_error.value = "" + self._convergence_out.value = b"" + self._convergence_out.layout.display = "none" + self._pairwise_out.value = b"" + self._pairwise_out.layout.display = "none" + self._analytics_error.value = "" self._btn_accept.layout.display = "none" self._last_result = None self._elapsed_label.value = "" @@ -555,6 +662,14 @@ def _on_run(self, _btn: Any) -> None: process = self._config_widget.process column = self._config_widget._column_form.built + optimizer_name = self._optimizer_picker.value + optimizer_kwargs = { + knob.attr: field.value + for knob, field in zip( + OPTIMIZERS[optimizer_name].knobs, self._knob_fields[optimizer_name] + ) + } + self._btn_run.disabled = True self._btn_run.description = "Running..." self._btn_cancel.layout.display = "" @@ -575,7 +690,10 @@ def _on_run(self, _btn: Any) -> None: # `_run_done`, which the ticker's own loop is waiting on. worker = threading.Thread( target=self._run_estimation_worker, - args=(process, column, params, selected, reference, unit, port, starts), + args=( + process, column, params, selected, reference, unit, port, starts, + optimizer_name, optimizer_kwargs, + ), daemon=True, ) ticker = threading.Thread( @@ -589,12 +707,12 @@ def _on_run(self, _btn: Any) -> None: def _run_estimation_worker( self, process: Any, column: Any, params: list[FittableParameter], selected: list[int], reference: Any, unit: str, port: str, - starts: list[float], + starts: list[float], optimizer_name: str, optimizer_kwargs: dict[str, int], ) -> None: try: result = run_estimation( - process, column, params, selected, reference, - f"{unit}.{port}", self._maxiter_field.value, + process, column, params, selected, reference, f"{unit}.{port}", + optimizer_name=optimizer_name, optimizer_kwargs=optimizer_kwargs, starts=starts, component_name=self._component_picker.value, on_optimizer_ready=lambda opt: self._progress.update(optimizer=opt), cancel_event=self._cancel_event, @@ -688,7 +806,15 @@ def _redraw_live_plot( def _on_cancel(self, _btn: Any) -> None: self._cancel_event.set() self._btn_cancel.disabled = True - self._btn_cancel.description = "Cancelling…" + optimizer_name = self._optimizer_picker.value + if OPTIMIZERS[optimizer_name].is_population_based: + # Population-based optimizers evaluate their whole population + # before the per-generation cancel check is next reached (see + # `_install_cancel_hook`'s docstring) -- set the right + # expectation instead of looking stuck. + self._btn_cancel.description = "Cancelling… (finishing generation)" + else: + self._btn_cancel.description = "Cancelling…" def _finish_run(self, result: EstimationResult, start_time: float) -> None: self._btn_run.disabled = False @@ -699,6 +825,10 @@ def _finish_run(self, result: EstimationResult, start_time: float) -> None: self._elapsed_label.value = "" elapsed = time.monotonic() - start_time + optimizer = self._progress.get("optimizer") + if optimizer is not None: + self._render_analytics(optimizer) + if result.cancelled: self.status.value = f"{result.message} ({elapsed:.0f}s)" return @@ -718,6 +848,41 @@ def _finish_run(self, result: EstimationResult, start_time: float) -> None: self._redraw_overlay() self._btn_accept.layout.display = "" + def _render_analytics(self, optimizer: Any) -> None: + """Show CADET-Process's own post-run analytics from `optimizer.results`. + + Not something computed here -- `OptimizationResults.plot_convergence`/ + `.plot_pairwise` (confirmed, not assumed: neither correlation, + confidence, nor uncertainty output exists anywhere else in + CADET-Process's optimization module, so these two are genuinely what + there is to surface). Best-effort: a failure here must be visible, + not swallowed -- same rule as `_redraw_live_plot`'s fix earlier. + """ + try: + results = optimizer.results + if len(results.populations) == 0: + return # nothing ran yet (e.g. cancelled before generation 1) + + fig1 = self._new_figure(figsize=self._FIGSIZE) + ax1 = fig1.subplots(nrows=1, ncols=1, squeeze=False).reshape(-1) + results.plot_convergence(ax=ax1) + self._display_figure(self._convergence_out, fig1) + + # Mirrors CADET-Process's own `results.plot_figures()` guard -- + # a single variable's pairwise grid is a degenerate 1x1 plot. + n_var = len(results.x[0]) + if n_var > 1: + width, _ = self._FIGSIZE + fig2 = self._new_figure(figsize=(width * n_var * 0.8, width * n_var * 0.8)) + ax2 = fig2.subplots(nrows=n_var, ncols=n_var, squeeze=False) + results.plot_pairwise(ax=ax2) + self._display_figure(self._pairwise_out, fig2) + self._analytics_error.value = "" + except Exception as exc: # noqa: BLE001 -- best-effort, but visibly + self._analytics_error.value = ( + f"Analytics error: {exc}" + ) + def _render_fit_table(self, result: EstimationResult) -> None: rows = "".join( f"{self._params[idx].label}" diff --git a/examples/configuration_and_solution.ipynb b/examples/configuration_and_solution.ipynb index de3ab48..e4fbe2f 100644 --- a/examples/configuration_and_solution.ipynb +++ b/examples/configuration_and_solution.ipynb @@ -53,7 +53,7 @@ "cell_type": "markdown", "id": "4ca74111", "metadata": {}, - "source": "## 3. Import experimental data and compare\n\n`ParameterEstimationWidget.bind_to_config(config)` tracks `config`'s built process for fitting. It nests a `DataImportWidget` (`.data`, CSV upload, first two columns read as time/signal) as its experimental-data source. This tab owns the comparison view — the Solution tab above only ever shows the raw simulation, never an overlay.\n\n1. Click **Preview** to simulate the current configuration once and populate the **Signal** dropdown (defaults to the process outlet — \"Sink\" — since that's what's usually fit against).\n2. Upload one of the three example datasets in `examples/data/`, or your own CSV.\n3. Check one or more parameters in the checklist, adjust each one's **Start** value if the config's current value isn't a good starting guess (it's a genuinely separate, editable field — not implied by the configuration), and click **Run estimation**.\n\nSee **`examples/EXAMPLE_DATA.md`** for exactly what configuration each example file was generated from (so you know the \"correct\" answer before fitting) and what to check in the parameter checklist for each:\n\n- `example_uv_signal.csv` — a synthetic UV280 trace requiring a **Calibration** step (Beer-Lambert) before it overlays the simulated curve.\n- `example_raw_signal.csv` — the simplest fitting exercise: one parameter (`total_porosity`), no calibration needed.\n- `example_binding_signal.csv` — a bind-and-elute scenario: 3-4 parameters (porosity, binding rates, optionally axial dispersion), no calibration needed." + "source": "## 3. Import experimental data and compare\n\n`ParameterEstimationWidget.bind_to_config(config)` tracks `config`'s built process for fitting. It nests a `DataImportWidget` (`.data`, CSV upload, first two columns read as time/signal) as its experimental-data source. This tab owns the comparison view — the Solution tab above only ever shows the raw simulation, never an overlay. It has three sections:\n\n- **Experimental data** — upload a CSV, pick which dataset, say what the signal represents (a specific simulated component, or the total of all of them), and calibrate it if needed (e.g. Beer-Lambert for a raw UV trace).\n- **Configure parameter space** — pick parameters to fit from the \"Add parameter\" dropdown; each added row gets its own Start/lower/upper-bound fields (aligned into columns, with a \"✕\" to remove a row).\n- **Run estimation** — pick a base process, click **Preview** to populate the **Signal** dropdown (defaults to the process outlet — \"Sink\" — since that's what's usually fit against), then **Run estimation**. An optional **Live plot** checkbox shows the fit converging in real time; **Cancel** stops a running fit early.\n\nWorkflow:\n\n1. Click **Preview**.\n2. Upload one of the three example datasets in `examples/data/`, or your own CSV, and set \"Signal represents\"/Calibration as needed.\n3. Add one or more parameters in \"Configure parameter space,\" adjust each one's **Start** value if the config's current value isn't a good starting guess (it's a genuinely separate, editable field — not implied by the configuration), and click **Run estimation**.\n\nSee **`examples/EXAMPLE_DATA.md`** for exactly what configuration each example file was generated from (so you know the \"correct\" answer before fitting) and which parameters to add for each:\n\n- `example_uv_signal.csv` — a synthetic UV280 trace requiring a **Calibration** step (Beer-Lambert) before it overlays the simulated curve.\n- `example_raw_signal.csv` — the simplest fitting exercise: one parameter (`total_porosity`), no calibration needed.\n- `example_binding_signal.csv` — a bind-and-elute scenario: 3-4 parameters (porosity, binding rates, optionally axial dispersion), no calibration needed." }, { "cell_type": "code", diff --git a/tests/test_parameter_estimation.py b/tests/test_parameter_estimation.py index 976416b..78c7d90 100644 --- a/tests/test_parameter_estimation.py +++ b/tests/test_parameter_estimation.py @@ -62,7 +62,12 @@ def test_parameter_estimation_widget_nests_a_data_import_widget(): pw = ParameterEstimationWidget() assert isinstance(pw.data, DataImportWidget) - assert pw.data.root in pw.root.children + # Nested one level deep, inside the "Experimental data" section -- not a + # direct child of `pw.root` itself. + nested_children = [ + child for section in pw.root.children for child in getattr(section, "children", ()) + ] + assert pw.data.root in nested_children def test_parameter_estimation_widget_accepts_a_prebuilt_data_widget(): @@ -284,6 +289,11 @@ def _uploaded_measurement_from(result, unit: str, port: str) -> str: return "\n".join(lines) +def _set_maxiter(pw: ParameterEstimationWidget, value: int) -> None: + """Set Nelder-Mead's one knob field ("Max iterations") -- keeps tests fast.""" + pw._knob_fields["Nelder-Mead"][0].value = value + + def _ready_to_run(cw, pw): pw._on_preview(None) unit, port = pw._signal_picker.value @@ -291,7 +301,7 @@ def _ready_to_run(cw, pw): pw._dataset_picker.selected_index = 0 pw._signal_picker.value = (unit, port) _add_param(pw, 0) - pw._maxiter_field.value = 20 + _set_maxiter(pw, 20) def test_run_estimation_without_a_dataset_shows_a_guard_error(): @@ -489,7 +499,7 @@ def test_run_estimation_with_a_specific_component_selected_succeeds(): pw._signal_picker.value = (unit, port) pw._component_picker.value = "Component 2" _add_param(pw, 0) - pw._maxiter_field.value = 15 + _set_maxiter(pw, 15) pw._on_run(None) @@ -651,3 +661,127 @@ def test_finish_run_shows_a_plain_message_for_a_cancelled_result_not_an_error(): assert "cancelled" in pw.status.value.lower() assert "#b00020" not in pw.status.value # not styled as an error assert pw._btn_cancel.layout.display == "none" + + +def test_optimizer_picker_defaults_to_nelder_mead_and_switching_swaps_knob_boxes(): + pw = ParameterEstimationWidget() + + assert pw._optimizer_picker.value == "Nelder-Mead" + assert pw._knob_boxes["Nelder-Mead"].layout.display == "" + assert pw._knob_boxes["U-NSGA-III"].layout.display == "none" + + pw._optimizer_picker.value = "U-NSGA-III" + + assert pw._knob_boxes["Nelder-Mead"].layout.display == "none" + assert pw._knob_boxes["U-NSGA-III"].layout.display == "" + + +def test_on_run_passes_the_selected_optimizer_and_its_knob_values(monkeypatch): + import cadetgui.widgets.composite.parameter_estimation as pe_widget + + cw, pw = _bound_widgets() + _ready_to_run(cw, pw) + pw._optimizer_picker.value = "U-NSGA-III" + pop_size_field, n_max_gen_field = pw._knob_fields["U-NSGA-III"] + pop_size_field.value = 24 + n_max_gen_field.value = 7 + captured = {} + + def _fake_run_estimation(*args, **kwargs): + captured.update(kwargs) + return EstimationResult({}, None, False, "stopped for the test") + + monkeypatch.setattr(pe_widget, "run_estimation", _fake_run_estimation) + + pw._on_run(None) + + assert captured["optimizer_name"] == "U-NSGA-III" + assert captured["optimizer_kwargs"] == {"pop_size": 24, "n_max_gen": 7} + + +def test_cancel_description_mentions_generation_for_a_population_based_optimizer(): + _, pw = _bound_widgets() + + pw._optimizer_picker.value = "U-NSGA-III" + pw._on_cancel(None) + assert "generation" in pw._btn_cancel.description.lower() + + pw._btn_cancel.disabled = False + pw._optimizer_picker.value = "Nelder-Mead" + pw._on_cancel(None) + assert "generation" not in pw._btn_cancel.description.lower() + + +class _FakeAnalyticsResults: + def __init__(self, n_gen: int, n_var: int): + self.populations = [None] * n_gen + self._n_var = n_var + + def plot_convergence(self, ax): + ax[0].plot([1, 2, 3]) + + def plot_pairwise(self, ax): + pass + + @property + def x(self): + return [[0.0] * self._n_var] + + +def test_render_analytics_shows_convergence_and_hides_pairwise_for_one_parameter(): + _, pw = _bound_widgets() + optimizer = type("Opt", (), {"results": _FakeAnalyticsResults(3, 1)})() + + pw._render_analytics(optimizer) + + assert pw._convergence_out.layout.display == "" + assert pw._convergence_out.value + assert pw._pairwise_out.layout.display == "none" # 1 variable -- degenerate, skipped + assert pw._analytics_error.value == "" + + +def test_render_analytics_shows_pairwise_for_two_parameters(): + _, pw = _bound_widgets() + optimizer = type("Opt", (), {"results": _FakeAnalyticsResults(3, 2)})() + + pw._render_analytics(optimizer) + + assert pw._pairwise_out.layout.display == "" + assert pw._pairwise_out.value + + +def test_render_analytics_skips_silently_before_the_first_generation(): + _, pw = _bound_widgets() + optimizer = type("Opt", (), {"results": _FakeAnalyticsResults(0, 1)})() + + pw._render_analytics(optimizer) + + assert pw._convergence_out.layout.display == "none" + assert pw._convergence_out.value == b"" + + +def test_render_analytics_surfaces_errors_instead_of_staying_silent(): + _, pw = _bound_widgets() + + class _BoomResults(_FakeAnalyticsResults): + def plot_convergence(self, ax): + raise RuntimeError("synthetic analytics failure") + + optimizer = type("Opt", (), {"results": _BoomResults(2, 1)})() + + pw._render_analytics(optimizer) + + assert "synthetic analytics failure" in pw._analytics_error.value + + +@pytest.mark.slow +def test_finish_run_renders_analytics_after_a_real_run(): + cw, pw = _bound_widgets() + _ready_to_run(cw, pw) + + pw._on_run(None) + + assert pw._last_result is not None + assert pw._last_result.success + assert pw._convergence_out.layout.display == "" + assert pw._convergence_out.value diff --git a/tests/test_parameter_estimation_adapter.py b/tests/test_parameter_estimation_adapter.py index 42322ba..dad408a 100644 --- a/tests/test_parameter_estimation_adapter.py +++ b/tests/test_parameter_estimation_adapter.py @@ -134,7 +134,8 @@ def test_run_estimation_with_no_selection_does_not_run(): # `reference` is never touched when nothing is selected -- None is fine here. result = run_estimation( - process, column, params, [], None, "outlet.inlet", maxiter=5, starts=[] + process, column, params, [], None, "outlet.inlet", + optimizer_name="Nelder-Mead", optimizer_kwargs={"maxiter": 5}, starts=[], ) assert result.success is False @@ -161,12 +162,18 @@ def optimize(self, problem, x0, **kwargs): captured["x0"] = x0 raise RuntimeError("stop before an actual solve") - monkeypatch.setattr(pe, "NelderMead", _FakeOptimizer) + # `OPTIMIZERS["Nelder-Mead"].factory` already captured the real class by + # the time this test runs -- patching the module-level `pe.NelderMead` + # name wouldn't affect it, the registry entry itself must be replaced. + monkeypatch.setitem( + pe.OPTIMIZERS, "Nelder-Mead", + pe.OptimizerSpec(factory=_FakeOptimizer, knobs=(), is_population_based=False), + ) starts = [0.42] run_estimation( process, column, params, [porosity_idx], reference, "outlet.inlet", - maxiter=5, starts=starts, + optimizer_name="Nelder-Mead", optimizer_kwargs={"maxiter": 5}, starts=starts, ) assert captured["x0"] == starts @@ -193,11 +200,15 @@ def optimize(self, problem, x0, **kwargs): assert seen.get("optimizer") is self raise RuntimeError("stop before an actual solve") - monkeypatch.setattr(pe, "NelderMead", _FakeOptimizer) + monkeypatch.setitem( + pe.OPTIMIZERS, "Nelder-Mead", + pe.OptimizerSpec(factory=_FakeOptimizer, knobs=(), is_population_based=False), + ) run_estimation( process, column, params, [porosity_idx], reference, "outlet.inlet", - maxiter=5, starts=[0.5], on_optimizer_ready=lambda opt: seen.update(optimizer=opt), + optimizer_name="Nelder-Mead", optimizer_kwargs={"maxiter": 5}, starts=[0.5], + on_optimizer_ready=lambda opt: seen.update(optimizer=opt), ) assert isinstance(seen["optimizer"], _FakeOptimizer) @@ -247,7 +258,42 @@ def test_run_estimation_recovers_a_perturbed_parameter_without_touching_the_orig porosity_idx = next(i for i, p in enumerate(params) if p.name == "total_porosity") result = run_estimation( - process, column, params, [porosity_idx], reference, "outlet.inlet", maxiter=30, + process, column, params, [porosity_idx], reference, "outlet.inlet", + optimizer_name="Nelder-Mead", optimizer_kwargs={"maxiter": 30}, + starts=[original_porosity], + ) + + assert result.success + assert np.isclose(result.fitted[porosity_idx], original_porosity, atol=0.05) + assert result.fitted_process is not process + assert column.total_porosity == original_porosity # the live object is untouched + + +@pytest.mark.slow +def test_run_estimation_recovers_a_parameter_with_u_nsga_iii(): + # Same recovery exercise as the Nelder-Mead version above, but through + # the population-based optimizer -- confirms run_estimation is genuinely + # optimizer-agnostic (same OptimizationProblem/variable registration/ + # optimize() call, only the OPTIMIZERS[...] factory differs) rather than + # something that happens to work for Nelder-Mead specifically. + cw = built_widget() + process, column = cw.process, cw._column_form.built + original_porosity = column.total_porosity + + baseline = run_process(process) + sol = baseline.solution.outlet.inlet + total = sol.solution.sum(axis=1) + reference = build_reference("measured", sol.time / 60.0, total) + + params = list_fittable_parameters( + "column", cw._column_form.spec.fields, cw._column_form.collect_values() + ) + porosity_idx = next(i for i, p in enumerate(params) if p.name == "total_porosity") + + result = run_estimation( + process, column, params, [porosity_idx], reference, "outlet.inlet", + optimizer_name="U-NSGA-III", + optimizer_kwargs={"pop_size": 16, "n_max_gen": 30}, starts=[original_porosity], ) @@ -279,7 +325,8 @@ def test_run_estimation_with_a_component_name_ignores_other_components(): result = run_estimation( process, column, params, [porosity_idx], reference, "outlet.inlet", - maxiter=30, starts=[original_porosity], component_name="Component 2", + optimizer_name="Nelder-Mead", optimizer_kwargs={"maxiter": 30}, + starts=[original_porosity], component_name="Component 2", ) assert result.success @@ -287,12 +334,28 @@ def test_run_estimation_with_a_component_name_ignores_other_components(): @pytest.mark.slow -def test_run_estimation_stops_early_when_cancelled(): +@pytest.mark.parametrize( + "optimizer_name,optimizer_kwargs,max_elapsed", + [ + # Nelder-Mead evaluates one candidate per iteration, so cancel fires + # within roughly one simulation. + ("Nelder-Mead", {"maxiter": 500}, 15), + # U-NSGA-III evaluates its whole population before the per-generation + # cancel check is next reached (confirmed: PymooInterface._run calls + # `algorithm.evaluator.eval(problem, pop)` for the entire population + # before `run_post_processing`) -- a small pop_size keeps this test + # fast while still exercising that real latency, not just Nelder-Mead's. + ("U-NSGA-III", {"pop_size": 8, "n_max_gen": 200}, 30), + ], +) +def test_run_estimation_stops_early_when_cancelled(optimizer_name, optimizer_kwargs, max_elapsed): # Real optimize() call, real cancellation, no mocking -- confirms the - # cancel hook actually aborts scipy's Nelder-Mead loop rather than just - # being ignored (verified live: raising from inside an evaluator or an - # OptimizationProblem.add_callback() callback does *not* abort it -- - # CADET-Process's evaluation pipeline swallows those by design). + # solver-agnostic cancel hook (patches `run_post_processing`, shared by + # every OptimizerBase subclass) actually aborts the run for *both* + # optimizer families, not just Nelder-Mead specifically. Raising from + # inside an evaluator or an OptimizationProblem.add_callback() callback + # does *not* abort either one -- CADET-Process's evaluation pipeline + # swallows those by design, confirmed separately. cw = built_widget() process, column = cw.process, cw._column_form.built @@ -317,7 +380,7 @@ def _cancel_soon() -> None: start_time = time.monotonic() result = run_estimation( process, column, params, [porosity_idx], reference, "outlet.inlet", - maxiter=500, # would run far longer than the cancel delay if not stopped + optimizer_name=optimizer_name, optimizer_kwargs=optimizer_kwargs, starts=[0.3], # deliberately far from the optimum, needs many iterations cancel_event=cancel_event, ) @@ -326,5 +389,5 @@ def _cancel_soon() -> None: assert result.cancelled assert not result.success assert "cancelled" in result.message.lower() - assert elapsed < 15 # stopped promptly, not after running the full 500 iterations + assert elapsed < max_elapsed # stopped promptly, not after the full run assert column.total_porosity == 0.72 # the live object is still untouched From 5d276da353200efe0e539d50a287d3d0aabcaa44 Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Tue, 15 Sep 2026 16:53:32 +0200 Subject: [PATCH 067/158] Refactor, Naming conventions --- cadetgui/widgets/_mpl_figure.py | 47 +++ cadetgui/widgets/_settings_popover.py | 48 +++ cadetgui/widgets/composite/configuration.py | 316 ++++-------------- .../composite/configuration_persistence.py | 194 +++++++++++ .../widgets/composite/parameter_estimation.py | 271 +++------------ cadetgui/widgets/composite/parameter_space.py | 167 +++++++++ tests/test_configuration.py | 114 +++---- tests/test_parameter_estimation.py | 74 ++-- tests/test_solution.py | 12 +- tests/test_workbench.py | 2 +- 10 files changed, 675 insertions(+), 570 deletions(-) create mode 100644 cadetgui/widgets/_mpl_figure.py create mode 100644 cadetgui/widgets/_settings_popover.py create mode 100644 cadetgui/widgets/composite/configuration_persistence.py create mode 100644 cadetgui/widgets/composite/parameter_space.py diff --git a/cadetgui/widgets/_mpl_figure.py b/cadetgui/widgets/_mpl_figure.py new file mode 100644 index 0000000..cb2d21d --- /dev/null +++ b/cadetgui/widgets/_mpl_figure.py @@ -0,0 +1,47 @@ +from __future__ import annotations + +import io +from typing import Any + +import ipywidgets as W + +__all__ = ["new_figure", "display_figure"] + + +def new_figure(**kwargs: Any) -> Any: + """Build a matplotlib Figure with its own Agg canvas -- never touches `pyplot`. + + For rendering on a background thread: `pyplot`'s figure/backend state is + global and generally not thread-safe (confirmed: a plain `plt. + subplots()` call from a non-main thread crashes under an interactive + backend like TkAgg, e.g. `RuntimeError: main thread is not in main + loop`). Building the Figure directly and attaching `FigureCanvasAgg` + sidesteps `pyplot` (and therefore the active backend) entirely -- + works the same regardless of thread or ambient backend. Must always + be paired with passing the resulting Axes into anything that would + otherwise create its own figure (e.g. `solution.plot(ax=...)`, never + bare `solution.plot()` -- the latter calls `plt.subplots()` internally). + """ + from matplotlib.backends.backend_agg import FigureCanvasAgg + from matplotlib.figure import Figure + + fig = Figure(**kwargs) + FigureCanvasAgg(fig) + return fig + + +def display_figure(output: W.Image, fig: Any, *, dpi: int = 150) -> None: + """Render `fig` into `output.value` as PNG bytes and reveal `output`. + + A direct trait assignment, not `Output`'s capture-based `display()` -- + confirmed (real Jupyter kernel, not just a sandbox) that the latter does + not reliably route from a background thread, while a plain trait update + (like `Image.value`) does, from any thread. No CSS width/max-width should + be set on `output` by the caller -- displayed size is then exactly the + PNG's own pixel dimensions, so `dpi` controls both sharpness and how big + it actually appears. + """ + buf = io.BytesIO() + fig.savefig(buf, format="png", dpi=dpi, bbox_inches="tight") + output.value = buf.getvalue() + output.layout.display = "" diff --git a/cadetgui/widgets/_settings_popover.py b/cadetgui/widgets/_settings_popover.py new file mode 100644 index 0000000..80d2534 --- /dev/null +++ b/cadetgui/widgets/_settings_popover.py @@ -0,0 +1,48 @@ +from __future__ import annotations + +from typing import Any, List + +import ipywidgets as W + +__all__ = ["SettingsPopover", "toggle_box"] + + +def toggle_box(box: W.Widget) -> bool: + """Show/hide `box` (a `display: none` VBox); return whether it is now shown.""" + shown = box.layout.display == "none" + box.layout.display = "" if shown else "none" + return shown + + +class SettingsPopover: + """Gear-icon button that show/hides a settings box below a section header. + + Not a real floating popover, just a plain show/hide toggle -- matches + ARCHITECTURE.md's "no Modal element built yet" note. + """ + + def __init__(self, *, tooltip: str, children: List[Any], visible: bool = True) -> None: + self.button = W.Button( + icon="cog", tooltip=tooltip, + layout=W.Layout(width="36px", display="" if visible else "none"), + ) + self.box = W.VBox( + [W.HTML("
Settings
"), *children], + layout=W.Layout(display="none"), + ) + self.box.add_class("cadetgui-section") + self.box.add_class("cadetgui-settings-box") + self.button.on_click(self._on_click) + + def _on_click(self, _btn: Any) -> None: + toggle_box(self.box) + + @property + def visible(self) -> bool: + return self.button.layout.display != "none" + + @visible.setter + def visible(self, value: bool) -> None: + self.button.layout.display = "" if value else "none" + if not value: + self.box.layout.display = "none" diff --git a/cadetgui/widgets/composite/configuration.py b/cadetgui/widgets/composite/configuration.py index f9998d9..21da26d 100644 --- a/cadetgui/widgets/composite/configuration.py +++ b/cadetgui/widgets/composite/configuration.py @@ -18,22 +18,17 @@ lwe_spec, require_positive, ) -from ...configuration_store import ( - ConfigurationState, - compute_hash, - load_from_store, - load_h5, - save_to_store, -) +from ...configuration_store import ConfigurationState from .._chrome import style_tag +from .._settings_popover import SettingsPopover from ..elements import ( ChoiceField, ComponentListField, EventTimelineChart, FloatField, - TextField, ) from ..forms import FormRenderer +from .configuration_persistence import ConfigurationPersistence __all__ = ["ConfigurationWidget"] @@ -52,10 +47,7 @@ def _round_10sf(v: float) -> float: def _key_for_value(registry: Mapping[str, Any], value: Any) -> Optional[str]: """Reverse-lookup a registry's human label for one of its factory values.""" - for key, candidate in registry.items(): - if candidate == value: - return key - return None + return next((k for k, v in registry.items() if v == value), None) class ConfigurationWidget: @@ -86,15 +78,13 @@ def __init__( self._model_form: Optional[FormRenderer] = None self._event_sliders: Dict[str, W.FloatSlider] = {} self._cycle_time_minutes_element: Optional[FloatField] = None - self.config_name: str = _DEFAULT_CONFIG_NAME # Set around _apply_state()'s picker/component writes so each one's own # observer doesn't trigger its own full rebuild -- one rebuild for the # whole restored selection instead of one per field touched. self._suspend_rebuild = False - # None = use configuration_store.default_store_dir(); set via the - # "Storage folder" field below once the user picks one explicitly. - self._store_dir: Optional[Path] = None + # Column Model gear popover: "Show optional parameters" + one "Enable + # ... Multiplex" checkbox per multiplexable column parameter. self._multiplex_state: Dict[str, bool] = dict.fromkeys(MULTIPLEXABLE_COLUMN_PARAMS, False) self._multiplex_checkboxes: Dict[str, W.Checkbox] = { name: W.Checkbox( @@ -107,72 +97,42 @@ def __init__( for name, checkbox in self._multiplex_checkboxes.items(): checkbox.observe(self._make_on_multiplex_change(name), names="value") - self._show_optional_checkbox = W.Checkbox( + self._show_optional_column_checkbox = W.Checkbox( description="Show optional parameters", value=False, indent=False ) - self._show_optional_checkbox.observe(self._on_show_optional_change, names="value") + self._show_optional_column_checkbox.observe(self._on_show_optional_change, names="value") - self._btn_settings = W.Button( - icon="cog", tooltip="Column settings", - layout=W.Layout(width="36px"), + self._column_settings = SettingsPopover( + tooltip="Column settings", + children=[self._show_optional_column_checkbox, *self._multiplex_checkboxes.values()], ) - self._btn_settings.on_click(self._on_toggle_settings) - self._settings_box = W.VBox( - [ - W.HTML("
Settings
"), - self._show_optional_checkbox, - *self._multiplex_checkboxes.values(), - ], - layout=W.Layout(display="none"), - ) - self._settings_box.add_class("cadetgui-section") - self._settings_box.add_class("cadetgui-settings-box") + # Binding Model gear popover. self._show_optional_binding_checkbox = W.Checkbox( description="Show optional parameters", value=False, indent=False ) - self._show_optional_binding_checkbox.observe( - self._on_show_optional_binding_change, names="value" - ) - - self._btn_binding_settings = W.Button( - icon="cog", tooltip="Binding settings", - layout=W.Layout(width="36px"), + self._show_optional_binding_checkbox.observe(self._on_show_optional_change, names="value") + self._binding_settings = SettingsPopover( + tooltip="Binding settings", children=[self._show_optional_binding_checkbox] ) - self._btn_binding_settings.on_click(self._on_toggle_binding_settings) - self._binding_settings_box = W.VBox( - [ - W.HTML("
Settings
"), - self._show_optional_binding_checkbox, - ], - layout=W.Layout(display="none"), - ) - self._binding_settings_box.add_class("cadetgui-section") - self._binding_settings_box.add_class("cadetgui-settings-box") + # Process gear popover -- only shown for a template with a cycle_time + # field (see _rebuild_event_sliders). self._cycle_time_unit_checkbox = W.Checkbox( description="Show Cycle Time in Minutes", value=False, indent=False ) self._cycle_time_unit_checkbox.observe(self._on_cycle_time_unit_change, names="value") - - self._btn_process_settings = W.Button( - icon="cog", tooltip="Process display settings", - layout=W.Layout(width="36px", display="none"), + self._process_settings = SettingsPopover( + tooltip="Process display settings", + children=[self._cycle_time_unit_checkbox], + visible=False, ) - self._btn_process_settings.on_click(self._on_toggle_process_settings) - self._process_settings_box = W.VBox( - [ - W.HTML("
Settings
"), - self._cycle_time_unit_checkbox, - ], - layout=W.Layout(display="none"), - ) - self._process_settings_box.add_class("cadetgui-section") - self._process_settings_box.add_class("cadetgui-settings-box") + # "Components:" row editor in the Component System section. self._components = ComponentListField(label="Components:") self._component_note = W.HTML(layout=W.Layout(display="none")) self._component_note.add_class("cadetgui-note") + # The three dropdowns sitting above their own form, one per section. self._column_picker = ChoiceField( label="Column Model:", options=list(self._columns.items()), value=self._columns.get("Lumped Rate Model Without Pores (LRM)"), @@ -185,35 +145,32 @@ def __init__( label="Process Template:", options=list(self._registry.items()) ) + # Empty boxes filled in by _rebuild_forms() with each FormRenderer's + # rendered fields once a column/binding model/template is picked. self._column_form_box = W.VBox([]) self._binding_form_box = W.VBox([]) self._model_form_box = W.VBox([]) + # Right-hand column of the Process section: the interactive event/ + # flow-rate-over-time chart, redrawn on every slider move. self._event_plot_label = W.HTML("
Event Timeline
") self._event_chart = EventTimelineChart() + # Status line at the very bottom of the panel. self.status = W.HTML("Select a column and model.") self.status.add_class("cadetgui-status") + # "Export script" button + the generated-script textarea below it. self._btn_export = W.Button(description="Export script", icon="code") self._script_out = W.Textarea(layout=W.Layout(width="100%", height="220px", display="none")) self._script_out.add_class("cadetgui-script") - self._store_dir_field = TextField(label="Storage folder:", value="") - self._btn_set_store_dir = W.Button(description="Set folder", icon="folder-open") - self._store_dir_note = W.HTML( - "Leave blank to use the default (~/.cadetgui/configurations)." + # Renders as the "Save / Load Configuration" section at the top of the panel. + self.persistence = ConfigurationPersistence( + default_name=_DEFAULT_CONFIG_NAME, + snapshot=self._snapshot_state, + apply_state=self._apply_state, + get_process=lambda: self.process, + on_name_change=lambda _name: self._notify(), # e.g. the Simulation tab's process label ) - self._store_dir_note.add_class("cadetgui-note") - self._name_field = TextField(label="Configuration name:", value=_DEFAULT_CONFIG_NAME) - self._hash_display = W.HTML("No configuration built yet.") - self._btn_save = W.Button(description="Save", icon="save") - self._file_upload = W.FileUpload(description="Import file", accept=".h5", multiple=False) - self._import_hash_field = TextField(label="Import by hash:", value="") - self._btn_import_hash = W.Button(description="Import", icon="download") - self._btn_toggle_save_load_details = W.Button( - description="Show details", icon="chevron-down" - ) - self.save_status = W.HTML() - self.save_status.add_class("cadetgui-status") components_section = W.VBox( [ @@ -227,14 +184,14 @@ def __init__( column_header = W.HBox( [ W.HTML("
Column Model
"), - self._btn_settings, + self._column_settings.button, ], layout=W.Layout(justify_content="space-between", align_items="center"), ) column_section = W.VBox( [ column_header, - self._settings_box, + self._column_settings.box, self._column_picker, self._column_form_box, ] @@ -245,14 +202,14 @@ def __init__( binding_header = W.HBox( [ W.HTML("
Binding Model
"), - self._btn_binding_settings, + self._binding_settings.button, ], layout=W.Layout(justify_content="space-between", align_items="center"), ) binding_section = W.VBox( [ binding_header, - self._binding_settings_box, + self._binding_settings.box, self._binding_picker, self._binding_form_box, ] @@ -266,7 +223,7 @@ def __init__( process_header = W.HBox( [ W.HTML("
Process
"), - self._btn_process_settings, + self._process_settings.button, ], layout=W.Layout(justify_content="space-between", align_items="center"), ) @@ -283,41 +240,18 @@ def __init__( process_section = W.VBox( [ process_header, - self._process_settings_box, + self._process_settings.box, self._model_picker, process_columns, ] ) process_section.add_class("cadetgui-section") - self._save_load_details_box = W.VBox( - [ - self._hash_display, - W.HTML("
"), - W.HBox([self._store_dir_field, self._btn_set_store_dir]), - self._store_dir_note, - W.HTML("
"), - self._file_upload, - W.HBox([self._import_hash_field, self._btn_import_hash]), - ], - layout=W.Layout(display="none"), - ) - save_load_section = W.VBox( - [ - W.HTML("
Save / Load Configuration
"), - self._name_field, - W.HBox([self._btn_save, self._btn_toggle_save_load_details]), - self.save_status, - self._save_load_details_box, - ] - ) - save_load_section.add_class("cadetgui-section") - self.root = W.VBox( [ W.HTML(style_tag()), W.HTML("
Configuration
"), - save_load_section, + self.persistence.root, components_section, column_binding_row, process_section, @@ -333,12 +267,6 @@ def __init__( self._binding_picker.observe(self._on_selection_change, names="selected_index") self._model_picker.observe(self._on_model_selection_change, names="selected_index") self._btn_export.on_click(self._on_export) - self._name_field.observe(self._on_name_change, names="value") - self._btn_set_store_dir.on_click(self._on_set_store_dir) - self._btn_save.on_click(self._on_save) - self._file_upload.observe(self._on_file_upload_change, names="value") - self._btn_import_hash.on_click(self._on_import_hash_click) - self._btn_toggle_save_load_details.on_click(self._on_toggle_save_load_details) self._sync_component_minimum() if not self._maybe_autoadd_component(): @@ -426,25 +354,6 @@ def _maybe_autoadd_component(self) -> bool: return True return False - def _toggle_box(self, box: W.Widget) -> bool: - """Show/hide `box` (a `display: none` VBox); return whether it is now shown.""" - shown = box.layout.display == "none" - box.layout.display = "" if shown else "none" - return shown - - def _on_toggle_settings(self, _btn: Any) -> None: - self._toggle_box(self._settings_box) - - def _on_toggle_binding_settings(self, _btn: Any) -> None: - self._toggle_box(self._binding_settings_box) - - def _on_toggle_process_settings(self, _btn: Any) -> None: - self._toggle_box(self._process_settings_box) - - def _on_toggle_save_load_details(self, _btn: Any) -> None: - shown = self._toggle_box(self._save_load_details_box) - self._btn_toggle_save_load_details.description = "Hide details" if shown else "Show details" - def _make_on_multiplex_change(self, name: str) -> Callable[[dict], None]: def _on_change(change: dict) -> None: if change.get("name") != "value": @@ -459,14 +368,9 @@ def _on_show_optional_change(self, change: dict) -> None: return self._rebuild_forms() - def _on_show_optional_binding_change(self, change: dict) -> None: - if change.get("name") != "value": - return - self._rebuild_forms() - def _on_process_built(self, built: Any) -> None: self.process = built - self._refresh_hash_display() + self.persistence.refresh_hash_display() self._notify() self.status.value = "Process built." @@ -487,26 +391,40 @@ def _snapshot_state(self) -> ConfigurationState: binding_key=binding_key, template_key=template_key, multiplex_state=dict(self._multiplex_state), - show_optional_column=bool(self._show_optional_checkbox.value), + show_optional_column=bool(self._show_optional_column_checkbox.value), show_optional_binding=bool(self._show_optional_binding_checkbox.value), column_values=self._column_form.collect_values(), binding_values=self._binding_form.collect_values(), model_values=self._model_form.collect_values(), ) + @property + def config_name(self) -> str: + return self.persistence.config_name + + @config_name.setter + def config_name(self, value: str) -> None: + self.persistence.config_name = value + @property def config_hash(self) -> Optional[str]: """Content hash of the current configuration, or None if nothing is built yet.""" - try: - return compute_hash(self._snapshot_state()) - except RuntimeError: - return None + return self.persistence.config_hash - def _refresh_hash_display(self) -> None: - if self.config_hash is None: - self._hash_display.value = "No configuration built yet." - else: - self._hash_display.value = f"Hash: {self.config_hash}" + def name_error(self, action: str = "saving") -> Optional[str]: + """Error message if this configuration has no name yet for `action`, else None.""" + return self.persistence.name_error(action) + + def persist_to_store(self) -> Path: + """Snapshot and save the current configuration to the store. Returns its path. + + Raises RuntimeError if unnamed or nothing has been built yet. + """ + return self.persistence.persist_to_store() + + def import_from_store(self, hash_: str) -> None: + """Load a configuration previously saved to the local store, by its hash.""" + self.persistence.import_from_store(hash_) def _apply_state(self, name: str, state: ConfigurationState) -> None: """Reconstruct pickers/forms from a saved ConfigurationState.""" @@ -525,7 +443,7 @@ def _apply_state(self, name: str, state: ConfigurationState) -> None: checkbox = self._multiplex_checkboxes.get(param_name) if checkbox is not None: checkbox.value = enabled - self._show_optional_checkbox.value = state.show_optional_column + self._show_optional_column_checkbox.value = state.show_optional_column self._show_optional_binding_checkbox.value = state.show_optional_binding self._components.value = list(state.components) self._column_picker.value = column_factory @@ -539,19 +457,7 @@ def _apply_state(self, name: str, state: ConfigurationState) -> None: self._binding_form.set_values(state.binding_values) self._model_form.set_values(state.model_values) - self.config_name = name - self._name_field.value = name - self._refresh_hash_display() - - def import_from_store(self, hash_: str) -> None: - """Load a configuration previously saved to the local store, by its hash.""" - try: - name, state = load_from_store(hash_, store_dir=self._store_dir) - self._apply_state(name, state) - except Exception as exc: # noqa: BLE001 - self.save_status.value = f"{exc}" - return - self.save_status.value = f"Imported '{name}' ({hash_})." + self.persistence.set_name(name) def _rebuild_forms(self) -> None: if self._suspend_rebuild: @@ -564,7 +470,7 @@ def _rebuild_forms(self) -> None: self._binding_form_box.children = () self._model_form_box.children = () self._clear_event_section() - self._refresh_hash_display() + self.persistence.refresh_hash_display() return column_params = set(getattr(column, "required_parameters", None) or []) @@ -579,7 +485,7 @@ def _rebuild_forms(self) -> None: build_parameter_config_spec( column, multiplex=self._multiplex_state, - include_optional=self._show_optional_checkbox.value, + include_optional=self._show_optional_column_checkbox.value, ) ) self._column_form_box.children = (self._column_form.root,) @@ -603,7 +509,7 @@ def _attach_binding(built: Any, col: Any = column) -> None: # `self._model_form = ...` assignment has completed -- so that first # call sees a stale (pre-rebuild) _model_form and can't snapshot yet. # Refresh again now that all three forms are actually assigned. - self._refresh_hash_display() + self.persistence.refresh_hash_display() self.status.value = ( "Fields apply automatically as you edit them" @@ -631,9 +537,7 @@ def _rebuild_event_sliders(self) -> None: return has_cycle_time = any(f.name == "cycle_time" for f in self._model_form.spec.fields) - self._btn_process_settings.layout.display = "" if has_cycle_time else "none" - if not has_cycle_time: - self._process_settings_box.layout.display = "none" + self._process_settings.visible = has_cycle_time for f in self._model_form.spec.fields: if f.kind != "float": @@ -868,78 +772,6 @@ def _on_export(self, _btn: Any) -> None: self._script_out.layout.display = "" self.status.value = "Script generated below." - def _on_name_change(self, change: dict) -> None: - if change.get("name") != "value": - return - self.config_name = change["new"] - self._notify() # e.g. the Simulation tab's process label tracks this too - - def _on_set_store_dir(self, _btn: Any) -> None: - text = self._store_dir_field.value.strip() - if not text: - self._store_dir = None - self.save_status.value = "Using the default storage folder." - return - try: - path = Path(text).expanduser().resolve() - path.mkdir(parents=True, exist_ok=True) - except Exception as exc: # noqa: BLE001 - self.save_status.value = f"{exc}" - return - self._store_dir = path - self._store_dir_field.value = str(path) - self.save_status.value = f"Configurations will be saved to {path}." - - def name_error(self, action: str = "saving") -> Optional[str]: - """Error message if this configuration has no name yet for `action`, else None.""" - if self.config_name.strip(): - return None - return f"Give the configuration a name before {action}." - - def persist_to_store(self) -> Path: - """Snapshot and save the current configuration to the store. Returns its path. - - Raises RuntimeError if unnamed or nothing has been built yet. - """ - error = self.name_error() - if error: - raise RuntimeError(error) - state = self._snapshot_state() - return save_to_store( - state, self.config_name, process=self.process, store_dir=self._store_dir - ) - - def _on_save(self, _btn: Any) -> None: - try: - path = self.persist_to_store() - except Exception as exc: # noqa: BLE001 - self.save_status.value = f"{exc}" - return - self._refresh_hash_display() - self.save_status.value = f"Saved to {path}." - - def _on_file_upload_change(self, change: dict) -> None: - if change.get("name") != "value" or not self._file_upload.value: - return - item = self._file_upload.value[0] - try: - import tempfile - - with tempfile.TemporaryDirectory() as tmp_dir: - tmp_path = Path(tmp_dir) / item["name"] - tmp_path.write_bytes(bytes(item["content"])) - name, state = load_h5(tmp_path) - self._apply_state(name, state) - except Exception as exc: # noqa: BLE001 - self.save_status.value = f"{exc}" - return - finally: - self._file_upload.value = () - self.save_status.value = f"Imported '{name}' from {item['name']}." - - def _on_import_hash_click(self, _btn: Any) -> None: - self.import_from_store(self._import_hash_field.value.strip()) - def display(self) -> None: """Render this widget in a Jupyter cell.""" from IPython.display import display as _display diff --git a/cadetgui/widgets/composite/configuration_persistence.py b/cadetgui/widgets/composite/configuration_persistence.py new file mode 100644 index 0000000..aa357f8 --- /dev/null +++ b/cadetgui/widgets/composite/configuration_persistence.py @@ -0,0 +1,194 @@ +from __future__ import annotations + +from pathlib import Path +from typing import Any, Callable, Optional + +import ipywidgets as W + +from ...configuration_store import ConfigurationState, compute_hash, load_from_store, load_h5, save_to_store +from .._settings_popover import toggle_box +from ..elements import TextField + +__all__ = ["ConfigurationPersistence"] + + +class ConfigurationPersistence: + """Save/import-to-store panel for one `ConfigurationWidget`. + + Owns the name/hash/storage-folder UI and the actual save/import calls; + knows nothing about columns, binding models, or forms -- it reaches the + rest of the configuration only through the `snapshot`/`apply_state`/ + `get_process` callbacks handed in by its owner. + """ + + def __init__( + self, + *, + default_name: str, + snapshot: Callable[[], ConfigurationState], + apply_state: Callable[[str, ConfigurationState], None], + get_process: Callable[[], Any], + on_name_change: Callable[[str], None], + ) -> None: + self._snapshot = snapshot + self._apply_state = apply_state + self._get_process = get_process + self._on_name_change_cb = on_name_change + self.config_name: str = default_name + self.store_dir: Optional[Path] = None + + # Always-visible row: name field + Save/Show-details buttons. + self._name_field = TextField(label="Configuration name:", value=default_name) + self._btn_save = W.Button(description="Save", icon="save") + self._btn_toggle_save_load_details = W.Button( + description="Show details", icon="chevron-down" + ) + self.save_status = W.HTML() + self.save_status.add_class("cadetgui-status") + + # Collapsed by default under "Show details": hash + storage folder + import. + self._hash_display = W.HTML("No configuration built yet.") + self._store_dir_field = TextField(label="Storage folder:", value="") + self._btn_set_store_dir = W.Button(description="Set folder", icon="folder-open") + self._store_dir_note = W.HTML( + "Leave blank to use the default (~/.cadetgui/configurations)." + ) + self._store_dir_note.add_class("cadetgui-note") + self._file_upload = W.FileUpload(description="Import file", accept=".h5", multiple=False) + self._import_hash_field = TextField(label="Import by hash:", value="") + self._btn_import_hash = W.Button(description="Import", icon="download") + self._save_load_details_box = W.VBox( + [ + self._hash_display, + W.HTML("
"), + W.HBox([self._store_dir_field, self._btn_set_store_dir]), + self._store_dir_note, + W.HTML("
"), + self._file_upload, + W.HBox([self._import_hash_field, self._btn_import_hash]), + ], + layout=W.Layout(display="none"), + ) + self.root = W.VBox( + [ + W.HTML("
Save / Load Configuration
"), + self._name_field, + W.HBox([self._btn_save, self._btn_toggle_save_load_details]), + self.save_status, + self._save_load_details_box, + ] + ) + self.root.add_class("cadetgui-section") + + self._name_field.observe(self._on_name_change, names="value") + self._btn_set_store_dir.on_click(self._on_set_store_dir) + self._btn_save.on_click(self._on_save) + self._file_upload.observe(self._on_file_upload_change, names="value") + self._btn_import_hash.on_click(self._on_import_hash_click) + self._btn_toggle_save_load_details.on_click(self._on_toggle_save_load_details) + + @property + def config_hash(self) -> Optional[str]: + """Content hash of the current configuration, or None if nothing is built yet.""" + try: + return compute_hash(self._snapshot()) + except RuntimeError: + return None + + def refresh_hash_display(self) -> None: + if self.config_hash is None: + self._hash_display.value = "No configuration built yet." + else: + self._hash_display.value = f"Hash: {self.config_hash}" + + def set_name(self, name: str) -> None: + """Rename after restoring a saved configuration, and refresh the hash display.""" + self.config_name = name + self._name_field.value = name + self.refresh_hash_display() + + def name_error(self, action: str = "saving") -> Optional[str]: + """Error message if this configuration has no name yet for `action`, else None.""" + if self.config_name.strip(): + return None + return f"Give the configuration a name before {action}." + + def persist_to_store(self) -> Path: + """Snapshot and save the current configuration to the store. Returns its path. + + Raises RuntimeError if unnamed or nothing has been built yet. + """ + error = self.name_error() + if error: + raise RuntimeError(error) + state = self._snapshot() + return save_to_store( + state, self.config_name, process=self._get_process(), store_dir=self.store_dir + ) + + def import_from_store(self, hash_: str) -> None: + """Load a configuration previously saved to the local store, by its hash.""" + try: + name, state = load_from_store(hash_, store_dir=self.store_dir) + self._apply_state(name, state) + except Exception as exc: # noqa: BLE001 + self.save_status.value = f"{exc}" + return + self.save_status.value = f"Imported '{name}' ({hash_})." + + def _on_name_change(self, change: dict) -> None: + if change.get("name") != "value": + return + self.config_name = change["new"] + self._on_name_change_cb(self.config_name) + + def _on_set_store_dir(self, _btn: Any) -> None: + text = self._store_dir_field.value.strip() + if not text: + self.store_dir = None + self.save_status.value = "Using the default storage folder." + return + try: + path = Path(text).expanduser().resolve() + path.mkdir(parents=True, exist_ok=True) + except Exception as exc: # noqa: BLE001 + self.save_status.value = f"{exc}" + return + self.store_dir = path + self._store_dir_field.value = str(path) + self.save_status.value = f"Configurations will be saved to {path}." + + def _on_save(self, _btn: Any) -> None: + try: + path = self.persist_to_store() + except Exception as exc: # noqa: BLE001 + self.save_status.value = f"{exc}" + return + self.refresh_hash_display() + self.save_status.value = f"Saved to {path}." + + def _on_file_upload_change(self, change: dict) -> None: + if change.get("name") != "value" or not self._file_upload.value: + return + item = self._file_upload.value[0] + try: + import tempfile + + with tempfile.TemporaryDirectory() as tmp_dir: + tmp_path = Path(tmp_dir) / item["name"] + tmp_path.write_bytes(bytes(item["content"])) + name, state = load_h5(tmp_path) + self._apply_state(name, state) + except Exception as exc: # noqa: BLE001 + self.save_status.value = f"{exc}" + return + finally: + self._file_upload.value = () + self.save_status.value = f"Imported '{name}' from {item['name']}." + + def _on_import_hash_click(self, _btn: Any) -> None: + self.import_from_store(self._import_hash_field.value.strip()) + + def _on_toggle_save_load_details(self, _btn: Any) -> None: + shown = toggle_box(self._save_load_details_box) + self._btn_toggle_save_load_details.description = "Hide details" if shown else "Show details" diff --git a/cadetgui/widgets/composite/parameter_estimation.py b/cadetgui/widgets/composite/parameter_estimation.py index 5a4ac46..dd44ebf 100644 --- a/cadetgui/widgets/composite/parameter_estimation.py +++ b/cadetgui/widgets/composite/parameter_estimation.py @@ -24,8 +24,10 @@ ) from ...simulation import run_process from .._chrome import style_tag +from .._mpl_figure import display_figure, new_figure from ..elements import ChoiceField from .data_import import DataImportWidget +from .parameter_space import ParameterSpaceEditor __all__ = ["ParameterEstimationWidget"] @@ -45,30 +47,13 @@ class ParameterEstimationWidget: tab shows only the raw simulation, this tab owns the comparison view. """ - _PARAM_NAME_WIDTH = "300px" - _PARAM_FIELD_WIDTH = "110px" - _PARAM_REMOVE_WIDTH = "36px" - def __init__(self, *, data: Optional[DataImportWidget] = None) -> None: self.data = data or DataImportWidget() self._config_widget: Optional[Any] = None - self._params: list[FittableParameter] = [] - # Ordered keys ((owner, name, component_index), see `_param_key`) of - # the parameters currently added to the fit -- replaces a per-row - # checkbox with an explicit "Add parameter" picker (mirrors - # `ComponentListField`'s add/remove pattern), since picking from a - # long list of fittable parameters by scanning checkboxes doesn't - # scale once a model has many of them. - self._added_keys: list[tuple[str, str, Optional[int]]] = [] - # Per-parameter lb/ub/start, keyed the same way -- survives a row - # being removed and re-added, and survives `_on_config_changed` - # rebuilds (via `_snapshot_row_state`), same "don't silently reset - # what the user already typed" rule as everywhere else in this widget. - self._param_state: dict[tuple[str, str, Optional[int]], dict[str, float]] = {} - self._lb_fields: list[W.FloatText] = [] - self._ub_fields: list[W.FloatText] = [] - self._start_fields: list[W.FloatText] = [] - self._remove_buttons: list[W.Button] = [] + # Owns the "Add parameter" picker + rows (each with its own start/lb/ub + # fields); its own row state survives a config edit or a row being + # removed and re-added -- see ParameterSpaceEditor.set_params. + self.param_space = ParameterSpaceEditor() self._last_result: Optional[EstimationResult] = None # The SimulationResults currently shown in the overlay -- the raw # preview until a fit succeeds, then the fitted run, until the next @@ -84,13 +69,16 @@ def __init__(self, *, data: Optional[DataImportWidget] = None) -> None: # from an evaluator or an `add_callback` doesn't work. self._cancel_event = threading.Event() + # "Run estimation" section: base-process picker + Preview button. self._base_process_picker = ChoiceField( label="Base process:", options=[("Current configuration", None)] ) self._btn_refresh_store = W.Button(description="Refresh", icon="refresh") self._btn_preview = W.Button(description="Preview", icon="eye") + # "Experimental data" section: dataset picker + "Signal represents" row. self._dataset_picker = ChoiceField(label="Experimental dataset:", options=[]) self._component_picker = ChoiceField(label="Signal represents:", options=[]) + # "Run estimation" section: which simulated port to fit against. self._signal_picker = ChoiceField(label="Signal:", options=[]) self._optimizer_picker = ChoiceField( label="Optimizer:", options=[(name, name) for name in OPTIMIZERS] @@ -112,6 +100,8 @@ def __init__(self, *, data: Optional[DataImportWidget] = None) -> None: name: W.HBox(fields, layout=W.Layout(display="none", flex_flow="row wrap")) for name, fields in self._knob_fields.items() } + # "Experimental data" section: calibration method + its own fields + # (only one of the two boxes below is shown at a time). self._calibration_picker = ChoiceField( label="Calibration:", options=[ @@ -130,23 +120,7 @@ def __init__(self, *, data: Optional[DataImportWidget] = None) -> None: self._normalize_area_box = W.HBox( [self._target_area_field], layout=W.Layout(display="none") ) - self._param_add_picker = ChoiceField(label="Add parameter:", options=[]) - self._btn_add_param = W.Button(description="Add", icon="plus") - # Fixed column widths -- every row (and the header) uses the exact - # same ones, so start/lb/ub actually line up regardless of how long - # a given parameter's own label is. Previously each row was a plain - # HBox sized to its own content, so longer parameter names pushed - # that row's fields out of line with every other row's. - self._param_header = W.HBox( - [ - W.HTML("Parameter", layout=W.Layout(width=self._PARAM_NAME_WIDTH)), - W.HTML("Start", layout=W.Layout(width=self._PARAM_FIELD_WIDTH)), - W.HTML("Lower bound", layout=W.Layout(width=self._PARAM_FIELD_WIDTH)), - W.HTML("Upper bound", layout=W.Layout(width=self._PARAM_FIELD_WIDTH)), - W.HTML("", layout=W.Layout(width=self._PARAM_REMOVE_WIDTH)), - ] - ) - self._param_box = W.VBox([]) + # Run/Cancel/Accept button row + the elapsed-time label next to it. self._btn_run = W.Button(description="Run estimation", icon="magic", button_style="success") self._btn_cancel = W.Button( description="Cancel", icon="stop", button_style="danger", @@ -160,6 +134,8 @@ def __init__(self, *, data: Optional[DataImportWidget] = None) -> None: description="Live plot", value=False, indent=False ) self._elapsed_label = W.HTML(value="") + # Live-fit panel: current-best-vs-reference + objective-history plot, + # redrawn every tick while "Live plot" is checked (see _redraw_live_plot). # `W.Image` (a plain `.value` trait holding PNG bytes), not `W.Output` # -- `Output`'s capture-based `display()` doesn't reliably route from # a background thread in a real Jupyter kernel (confirmed: elapsed @@ -180,6 +156,8 @@ def __init__(self, *, data: Optional[DataImportWidget] = None) -> None: format="png", layout=W.Layout(width="700px", display="none") ) self._live_plot_error = W.HTML(value="") + # Result table (parameter/before/fitted) + the reference-vs-simulated + # overlay plot, both shown after a Preview or a finished run. self._fit_table = W.HTML() self._plot_out = W.Image( format="png", layout=W.Layout(width="400px", display="none") @@ -197,13 +175,13 @@ def __init__(self, *, data: Optional[DataImportWidget] = None) -> None: self._pairwise_out = W.Image( format="png", layout=W.Layout(width="500px", display="none") ) + # Status line at the bottom of the "Run estimation" section. self.status = W.HTML("Ready.") self.status.add_class("cadetgui-status") self._btn_run.on_click(self._on_run) self._btn_cancel.on_click(self._on_cancel) self._btn_accept.on_click(self._on_accept) - self._btn_add_param.on_click(self._on_add_param) self._btn_refresh_store.on_click(lambda _btn: self._refresh_store_options()) self._btn_preview.on_click(self._on_preview) self._base_process_picker.observe(self._on_base_process_change, names="selected_index") @@ -249,18 +227,10 @@ def __init__(self, *, data: Optional[DataImportWidget] = None) -> None: data_section.add_class("cadetgui-panel") data_section.add_class("cadetgui-section") - add_param_row = W.HBox( - [self._param_add_picker, self._btn_add_param], - layout=W.Layout(flex_flow="row wrap"), - ) - add_param_row.add_class("cadetgui-toolbar") - param_space_section = W.VBox( [ W.HTML("
Configure parameter space
"), - add_param_row, - self._param_header, - self._param_box, + self.param_space.root, ] ) param_space_section.add_class("cadetgui-panel") @@ -325,7 +295,7 @@ def _refresh_dataset_options(self) -> None: self._dataset_picker.set_options([(d.label, d) for d in self.data.datasets]) def _refresh_store_options(self) -> None: - store_dir = getattr(self._config_widget, "_store_dir", None) + store_dir = self._config_widget.persistence.store_dir if self._config_widget else None saved = configuration_store.list_store(store_dir=store_dir) options = [("Current configuration", None)] + [(name, hash_) for name, hash_ in saved] self._base_process_picker.set_options(options, keep_value=True) @@ -398,58 +368,11 @@ def _current_reference(self) -> tuple[Optional[Any], Optional[str]]: ) return reference, dataset.label - @staticmethod - def _new_figure(**kwargs: Any) -> Any: - """Build a matplotlib Figure with its own Agg canvas -- never touches `pyplot`. - - `_redraw_overlay`/`_redraw_live_plot` can run on a background thread - (the ticker -- see `_on_run`), and `pyplot`'s figure/backend state is - global and generally not thread-safe (confirmed: a plain `plt. - subplots()` call from a non-main thread crashes under an interactive - backend like TkAgg, e.g. `RuntimeError: main thread is not in main - loop`). Building the Figure directly and attaching `FigureCanvasAgg` - sidesteps `pyplot` (and therefore the active backend) entirely -- - works the same regardless of thread or ambient backend. Must always - be paired with passing the resulting Axes into anything that would - otherwise create its own figure (e.g. `solution.plot(ax=...)`, never - bare `solution.plot()` -- the latter calls `plt.subplots()` internally). - """ - from matplotlib.backends.backend_agg import FigureCanvasAgg - from matplotlib.figure import Figure - - fig = Figure(**kwargs) - FigureCanvasAgg(fig) - return fig - - @staticmethod - def _display_figure(output: W.Image, fig: Any) -> None: - """Render `fig` into `output.value` as PNG bytes. - - A direct trait assignment, not `Output`'s capture-based `display()` -- - confirmed (real Jupyter kernel, not just this sandbox) that the latter - does not reliably route from a background thread: `_elapsed_label`/ - `status`/`_fit_table` (all plain trait updates) updated fine from the - ticker thread, but every `Output`-based plot render silently never - appeared. `W.Image.value` is a plain bytes trait -- the same kind of - update as those, so it works from any thread the same way. - """ - import io - - buf = io.BytesIO() - # No CSS width/max-width on the `Image` widgets (see the - # constructor's note) -- displayed size is exactly the PNG's own - # pixel dimensions, so dpi controls both sharpness and how big it - # actually appears. 150 keeps `_FIGSIZE` ("1_col", ~3.5x2.4in) at a - # normal embedded-plot size while staying sharp. - fig.savefig(buf, format="png", dpi=150, bbox_inches="tight") - output.value = buf.getvalue() - output.layout.display = "" # reveal it -- see the constructor's note on why - # Matches CADET-Process's own "1_col" default (`CADETProcess.plotting. # figure_layouts`) -- `solution.plot()` used this by default before this # widget started always passing its own `ax` (required for thread safety, - # see `_new_figure`); without picking it explicitly here too, the figure - # silently grew to matplotlib's much larger default size instead. + # see `_mpl_figure.new_figure`); without picking it explicitly here too, + # the figure silently grew to matplotlib's much larger default size instead. _FIGSIZE = get_fig_size("1_col") def _redraw_overlay(self) -> None: @@ -463,7 +386,7 @@ def _redraw_overlay(self) -> None: except Exception: # noqa: BLE001 reference, dataset_label = None, None - fig = self._new_figure(figsize=self._FIGSIZE) + fig = new_figure(figsize=self._FIGSIZE) ax = fig.add_subplot(111) solution.plot(ax=ax) if reference is not None: @@ -477,7 +400,7 @@ def _redraw_overlay(self) -> None: linestyle="--", color="black", linewidth=2, label=label, ) ax.legend() - self._display_figure(self._plot_out, fig) + display_figure(self._plot_out, fig) def _on_config_changed(self, _process: Any) -> None: cw = self._config_widget @@ -489,15 +412,7 @@ def _on_config_changed(self, _process: Any) -> None: ) + list_fittable_parameters( "binding", cw._binding_form.spec.fields, cw._binding_form.collect_values() ) - self._snapshot_row_state() - valid_keys = {self._param_key(p) for p in new_params} - # Drop any added parameter whose identity no longer exists (e.g. a - # binding model change removed it) -- everything else about the - # selection (order, lb/ub/start) survives via `_param_state`. - self._added_keys = [k for k in self._added_keys if k in valid_keys] - self._params = new_params - self._refresh_added_rows() - self._refresh_add_picker_options() + self.param_space.set_params(new_params) self._refresh_component_options() def _refresh_component_options(self) -> None: @@ -513,92 +428,6 @@ def _refresh_component_options(self) -> None: return self._component_picker.set_options(options, keep_value=True) - @staticmethod - def _param_key(p: FittableParameter) -> tuple[str, str, Optional[int]]: - return (p.owner, p.name, p.component_index) - - def _params_by_key(self) -> dict[tuple[str, str, Optional[int]], FittableParameter]: - return {self._param_key(p): p for p in self._params} - - def _snapshot_row_state(self) -> None: - """Save each currently-rendered row's live field values into `_param_state`. - - Must run *before* `_added_keys` is mutated (append/remove/prune) -- - it zips the live fields against `_added_keys` as it stood when those - fields were last built, so mutating the list first would silently - pair each row's values with the wrong key. - """ - for key, lb, ub, start in zip( - self._added_keys, self._lb_fields, self._ub_fields, self._start_fields - ): - self._param_state[key] = {"lb": lb.value, "ub": ub.value, "start": start.value} - - def _refresh_add_picker_options(self) -> None: - options = [ - (f"{p.label} = {p.current_value:.4g}", key) - for key, p in self._params_by_key().items() - if key not in self._added_keys - ] - self._param_add_picker.set_options(options) - - def _refresh_added_rows(self) -> None: - """Rebuild the fit-parameter rows from `_added_keys` + `_param_state`. - - Every row (and `_param_header`, built once in `__init__`) uses the - exact same fixed column widths, so start/lb/ub actually line up - regardless of how long any one parameter's own label is -- unlike a - plain HBox sized to its own content, which put each row's fields at - a different x position depending on that row's label length. - """ - by_key = self._params_by_key() - name_layout = W.Layout(width=self._PARAM_NAME_WIDTH, overflow="hidden") - field_layout = W.Layout(width=self._PARAM_FIELD_WIDTH) - remove_layout = W.Layout(width=self._PARAM_REMOVE_WIDTH) - self._lb_fields = [] - self._ub_fields = [] - self._start_fields = [] - self._remove_buttons = [] - rows = [] - for key in self._added_keys: - p = by_key.get(key) - if p is None: # pragma: no cover -- already pruned by the caller - continue - state = self._param_state.setdefault( - key, {"lb": p.lb, "ub": p.ub, "start": p.current_value} - ) - lb_field = W.FloatText(value=state["lb"], layout=field_layout) - ub_field = W.FloatText(value=state["ub"], layout=field_layout) - start_field = W.FloatText(value=state["start"], layout=field_layout) - remove_btn = W.Button(icon="times", layout=remove_layout) - remove_btn.on_click(self._make_remove_handler(key)) - self._lb_fields.append(lb_field) - self._ub_fields.append(ub_field) - self._start_fields.append(start_field) - self._remove_buttons.append(remove_btn) - name_label = W.Label(f"{p.label} = {p.current_value:.4g}", layout=name_layout) - rows.append(W.HBox([name_label, start_field, lb_field, ub_field, remove_btn])) - self._param_box.children = tuple(rows) - - def _on_add_param(self, _btn: Any) -> None: - key = self._param_add_picker.value - if key is None or key in self._added_keys: - return - self._snapshot_row_state() - self._added_keys.append(key) - self._refresh_added_rows() - self._refresh_add_picker_options() - - def _make_remove_handler(self, key: tuple[str, str, Optional[int]]) -> Any: - def handler(_btn: Any) -> None: - self._snapshot_row_state() - if key in self._added_keys: - self._added_keys.remove(key) - self._param_state.pop(key, None) - self._refresh_added_rows() - self._refresh_add_picker_options() - - return handler - def _validation_error(self) -> Optional[str]: if self._config_widget is None or self._config_widget.process is None: return "No configuration to fit." @@ -606,16 +435,13 @@ def _validation_error(self) -> Optional[str]: return "Import or select an experimental dataset first." if self._signal_picker.value is None: return "Preview the process to see available signals first." - if not self._added_keys: + if not self.param_space: return "Add at least one parameter to fit." - by_key = self._params_by_key() - for key, lb_field, ub_field, start_field in zip( - self._added_keys, self._lb_fields, self._ub_fields, self._start_fields - ): - start, lb, ub = start_field.value, lb_field.value, ub_field.value + for idx, start, lb, ub in self.param_space.rows(): if not (lb <= start <= ub): + label = self.param_space.params[idx].label return ( - f"Start value for {by_key[key].label} ({start:.4g}) must be " + f"Start value for {label} ({start:.4g}) must be " f"within its bounds [{lb:.4g}, {ub:.4g}]." ) method: CalibrationMethod = self._calibration_picker.value @@ -628,15 +454,10 @@ def _validation_error(self) -> Optional[str]: return None def _on_run(self, _btn: Any) -> None: - self._plot_out.value = b"" - self._plot_out.layout.display = "none" - self._live_plot_out.value = b"" - self._live_plot_out.layout.display = "none" + for img in (self._plot_out, self._live_plot_out, self._convergence_out, self._pairwise_out): + img.value = b"" + img.layout.display = "none" self._live_plot_error.value = "" - self._convergence_out.value = b"" - self._convergence_out.layout.display = "none" - self._pairwise_out.value = b"" - self._pairwise_out.layout.display = "none" self._analytics_error.value = "" self._btn_accept.layout.display = "none" self._last_result = None @@ -648,17 +469,13 @@ def _on_run(self, _btn: Any) -> None: unit, port = self._signal_picker.value reference, _ = self._current_reference() - index_of = {self._param_key(p): i for i, p in enumerate(self._params)} - params = list(self._params) + params = list(self.param_space.params) selected = [] starts = [] - for key, lb_field, ub_field, start_field in zip( - self._added_keys, self._lb_fields, self._ub_fields, self._start_fields - ): - idx = index_of[key] - params[idx] = replace(params[idx], lb=lb_field.value, ub=ub_field.value) + for idx, start, lb, ub in self.param_space.rows(): + params[idx] = replace(params[idx], lb=lb, ub=ub) selected.append(idx) - starts.append(start_field.value) + starts.append(start) process = self._config_widget.process column = self._config_widget._column_form.built @@ -778,7 +595,7 @@ def _redraw_live_plot( solution = preview.solution[unit][port] width, height = self._FIGSIZE - fig = self._new_figure(figsize=(2 * width, height)) # two "1_col" panels side by side + fig = new_figure(figsize=(2 * width, height)) # two "1_col" panels side by side ax1 = fig.add_subplot(1, 2, 1) ax2 = fig.add_subplot(1, 2, 2) solution.plot(ax=ax1) @@ -796,7 +613,7 @@ def _redraw_live_plot( ax2.set_title("Objective history") fig.tight_layout() - self._display_figure(self._live_plot_out, fig) + display_figure(self._live_plot_out, fig) self._live_plot_error.value = "" except Exception as exc: # noqa: BLE001 -- best-effort per tick, but visibly self._live_plot_error.value = ( @@ -863,20 +680,20 @@ def _render_analytics(self, optimizer: Any) -> None: if len(results.populations) == 0: return # nothing ran yet (e.g. cancelled before generation 1) - fig1 = self._new_figure(figsize=self._FIGSIZE) + fig1 = new_figure(figsize=self._FIGSIZE) ax1 = fig1.subplots(nrows=1, ncols=1, squeeze=False).reshape(-1) results.plot_convergence(ax=ax1) - self._display_figure(self._convergence_out, fig1) + display_figure(self._convergence_out, fig1) # Mirrors CADET-Process's own `results.plot_figures()` guard -- # a single variable's pairwise grid is a degenerate 1x1 plot. n_var = len(results.x[0]) if n_var > 1: width, _ = self._FIGSIZE - fig2 = self._new_figure(figsize=(width * n_var * 0.8, width * n_var * 0.8)) + fig2 = new_figure(figsize=(width * n_var * 0.8, width * n_var * 0.8)) ax2 = fig2.subplots(nrows=n_var, ncols=n_var, squeeze=False) results.plot_pairwise(ax=ax2) - self._display_figure(self._pairwise_out, fig2) + display_figure(self._pairwise_out, fig2) self._analytics_error.value = "" except Exception as exc: # noqa: BLE001 -- best-effort, but visibly self._analytics_error.value = ( @@ -885,8 +702,8 @@ def _render_analytics(self, optimizer: Any) -> None: def _render_fit_table(self, result: EstimationResult) -> None: rows = "".join( - f"{self._params[idx].label}" - f"{self._params[idx].current_value:.4g}{value:.4g}" + f"{self.param_space.params[idx].label}" + f"{self.param_space.params[idx].current_value:.4g}{value:.4g}" for idx, value in result.fitted.items() ) self._fit_table.value = ( @@ -898,7 +715,7 @@ def _on_accept(self, _btn: Any) -> None: return cw = self._config_widget for idx, value in self._last_result.fitted.items(): - param = self._params[idx] + param = self.param_space.params[idx] form = cw._column_form if param.owner == "column" else cw._binding_form element = form.element(param.name) if param.component_index is None: diff --git a/cadetgui/widgets/composite/parameter_space.py b/cadetgui/widgets/composite/parameter_space.py new file mode 100644 index 0000000..e6ee31a --- /dev/null +++ b/cadetgui/widgets/composite/parameter_space.py @@ -0,0 +1,167 @@ +from __future__ import annotations + +from typing import Any, Dict, List, Optional, Tuple + +import ipywidgets as W + +from ...parameter_estimation import FittableParameter +from ..elements import ChoiceField + +__all__ = ["ParameterSpaceEditor"] + +_Key = Tuple[str, str, Optional[int]] + + +class ParameterSpaceEditor: + """The "Configure parameter space" section: an "Add parameter" picker + rows. + + Each row holds one fittable parameter's start/lower/upper-bound fields. + + Row order and each row's own start/lb/ub survive a row being removed and + re-added, and survive the owner replacing `.params` wholesale (e.g. after + a configuration edit) as long as a parameter's identity key still exists + -- see `set_params`. + """ + + _NAME_WIDTH = "300px" + _FIELD_WIDTH = "110px" + _REMOVE_WIDTH = "36px" + + def __init__(self) -> None: + self.params: List[FittableParameter] = [] + self._added_keys: List[_Key] = [] + self._param_state: Dict[_Key, Dict[str, float]] = {} + self._lb_fields: List[W.FloatText] = [] + self._ub_fields: List[W.FloatText] = [] + self._start_fields: List[W.FloatText] = [] + self._remove_buttons: List[W.Button] = [] + + # "Add parameter" picker + button. + self._param_add_picker = ChoiceField(label="Add parameter:", options=[]) + self._btn_add_param = W.Button(description="Add", icon="plus") + self._btn_add_param.on_click(self._on_add_param) + + # Column header row above the added-parameter rows. Fixed column + # widths -- every row (and this header) uses the exact same ones, so + # start/lb/ub actually line up regardless of how long a given + # parameter's own label is. + self._param_header = W.HBox( + [ + W.HTML("Parameter", layout=W.Layout(width=self._NAME_WIDTH)), + W.HTML("Start", layout=W.Layout(width=self._FIELD_WIDTH)), + W.HTML("Lower bound", layout=W.Layout(width=self._FIELD_WIDTH)), + W.HTML("Upper bound", layout=W.Layout(width=self._FIELD_WIDTH)), + W.HTML("", layout=W.Layout(width=self._REMOVE_WIDTH)), + ] + ) + # Filled in by _refresh_added_rows() with one row per added parameter. + self._param_box = W.VBox([]) + + add_row = W.HBox( + [self._param_add_picker, self._btn_add_param], + layout=W.Layout(flex_flow="row wrap"), + ) + add_row.add_class("cadetgui-toolbar") + + self.root = W.VBox([add_row, self._param_header, self._param_box]) + + def __len__(self) -> int: + return len(self._added_keys) + + @staticmethod + def _param_key(p: FittableParameter) -> _Key: + return (p.owner, p.name, p.component_index) + + def _by_key(self) -> Dict[_Key, FittableParameter]: + return {self._param_key(p): p for p in self.params} + + def rows(self) -> List[Tuple[int, float, float, float]]: + """(index into `.params`, start, lower bound, upper bound) per added row, in add order.""" + index_of = {self._param_key(p): i for i, p in enumerate(self.params)} + return [ + (index_of[key], start.value, lb.value, ub.value) + for key, lb, ub, start in zip( + self._added_keys, self._lb_fields, self._ub_fields, self._start_fields + ) + ] + + def set_params(self, params: List[FittableParameter]) -> None: + """Replace the available parameter set, dropping any added row whose identity is gone.""" + self._snapshot_row_state() + valid_keys = {self._param_key(p) for p in params} + self._added_keys = [k for k in self._added_keys if k in valid_keys] + self.params = params + self._refresh_added_rows() + self._refresh_add_picker_options() + + def _snapshot_row_state(self) -> None: + """Save each currently-rendered row's live field values into `_param_state`. + + Must run *before* `_added_keys` is mutated (append/remove/prune) -- + it zips the live fields against `_added_keys` as it stood when those + fields were last built, so mutating the list first would silently + pair each row's values with the wrong key. + """ + for key, lb, ub, start in zip( + self._added_keys, self._lb_fields, self._ub_fields, self._start_fields + ): + self._param_state[key] = {"lb": lb.value, "ub": ub.value, "start": start.value} + + def _refresh_add_picker_options(self) -> None: + options = [ + (f"{p.label} = {p.current_value:.4g}", key) + for key, p in self._by_key().items() + if key not in self._added_keys + ] + self._param_add_picker.set_options(options) + + def _refresh_added_rows(self) -> None: + """Rebuild one row (name label + start/lb/ub fields + remove button) per added parameter.""" + by_key = self._by_key() + name_layout = W.Layout(width=self._NAME_WIDTH, overflow="hidden") + field_layout = W.Layout(width=self._FIELD_WIDTH) + remove_layout = W.Layout(width=self._REMOVE_WIDTH) + self._lb_fields = [] + self._ub_fields = [] + self._start_fields = [] + self._remove_buttons = [] + rows = [] + for key in self._added_keys: + p = by_key.get(key) + if p is None: # pragma: no cover -- already pruned by the caller + continue + state = self._param_state.setdefault( + key, {"lb": p.lb, "ub": p.ub, "start": p.current_value} + ) + lb_field = W.FloatText(value=state["lb"], layout=field_layout) + ub_field = W.FloatText(value=state["ub"], layout=field_layout) + start_field = W.FloatText(value=state["start"], layout=field_layout) + remove_btn = W.Button(icon="times", layout=remove_layout) + remove_btn.on_click(self._make_remove_handler(key)) + self._lb_fields.append(lb_field) + self._ub_fields.append(ub_field) + self._start_fields.append(start_field) + self._remove_buttons.append(remove_btn) + name_label = W.Label(f"{p.label} = {p.current_value:.4g}", layout=name_layout) + rows.append(W.HBox([name_label, start_field, lb_field, ub_field, remove_btn])) + self._param_box.children = tuple(rows) + + def _on_add_param(self, _btn: Any) -> None: + key = self._param_add_picker.value + if key is None or key in self._added_keys: + return + self._snapshot_row_state() + self._added_keys.append(key) + self._refresh_added_rows() + self._refresh_add_picker_options() + + def _make_remove_handler(self, key: _Key) -> Any: + def handler(_btn: Any) -> None: + self._snapshot_row_state() + if key in self._added_keys: + self._added_keys.remove(key) + self._param_state.pop(key, None) + self._refresh_added_rows() + self._refresh_add_picker_options() + + return handler diff --git a/tests/test_configuration.py b/tests/test_configuration.py index bfa81c2..e50c51f 100644 --- a/tests/test_configuration.py +++ b/tests/test_configuration.py @@ -311,7 +311,7 @@ def test_multiplex_checkboxes_hidden_for_column_without_any_applicable_param(): cw = ConfigurationWidget() cw._column_picker.value = cw._columns["Continuous Stirred Tank Reactor (CSTR)"] # The gear itself stays visible -- "Show optional parameters" always applies. - assert cw._btn_settings.layout.display != "none" + assert cw._column_settings.button.layout.display != "none" assert all(cb.layout.display == "none" for cb in cw._multiplex_checkboxes.values()) @@ -321,13 +321,13 @@ def test_show_optional_parameters_adds_and_removes_column_fields(): required_names = {f.name for f in cw._column_form.spec.fields} assert "c" not in required_names # optional fields hidden by default - cw._show_optional_checkbox.value = True + cw._show_optional_column_checkbox.value = True shown_names = {f.name for f in cw._column_form.spec.fields} assert {"c", "cp", "flow_direction", "pore_accessibility"} <= shown_names # still builds a real column with the optional fields' own defaults applied assert cw._get_column() is not None - cw._show_optional_checkbox.value = False + cw._show_optional_column_checkbox.value = False assert {f.name for f in cw._column_form.spec.fields} == required_names @@ -335,7 +335,7 @@ def test_show_optional_parameters_skips_none_valued_and_non_scalar_fields(): cw = ConfigurationWidget() cw._column_picker.value = cw._columns["General Rate Model (GRM)"] cw._binding_picker.value = cw._binding_registry["None"] # q stays unset without a real isotherm - cw._show_optional_checkbox.value = True + cw._show_optional_column_checkbox.value = True names = {f.name for f in cw._column_form.spec.fields} assert "q" not in names # None-valued (no bound states configured) @@ -346,7 +346,7 @@ def test_show_optional_parameters_skips_none_valued_and_non_scalar_fields(): def test_show_optional_parameters_does_not_apply_to_binding_form(): cw = ConfigurationWidget() cw._binding_picker.value = cw._binding_registry["Steric Mass Action (SMA)"] - cw._show_optional_checkbox.value = True + cw._show_optional_column_checkbox.value = True names = {f.name for f in cw._binding_form.spec.fields} assert "reference_liquid_phase_conc" not in names @@ -548,11 +548,11 @@ def test_switching_column_type_rebuilds_event_sliders_without_stale_links(): def test_cycle_time_settings_gear_visible_only_when_cycle_time_exists(): cw = ConfigurationWidget() # defaults to Batch Elution, which has cycle_time - assert cw._btn_process_settings.layout.display == "" + assert cw._process_settings.button.layout.display == "" cw._model_picker.value = cw._registry["Load–Wash–Elute (LWE)"] # no cycle_time field - assert cw._btn_process_settings.layout.display == "none" - assert cw._process_settings_box.layout.display == "none" + assert cw._process_settings.button.layout.display == "none" + assert cw._process_settings.box.layout.display == "none" def test_cycle_time_minutes_toggle_swaps_visible_field_and_converts_value(): @@ -722,7 +722,7 @@ def test_snapshot_and_apply_state_round_trips_a_mutated_configuration(): cw2._apply_state("Imported", state) assert cw2.config_name == "Imported" - assert cw2._name_field.value == "Imported" + assert cw2.persistence._name_field.value == "Imported" assert cw2.config_hash == cw.config_hash assert type(cw2._get_column()).__name__ == "GeneralRateModel" assert type(cw2._get_binding_model()).__name__ == "Langmuir" @@ -742,11 +742,11 @@ def test_apply_state_rejects_an_unregistered_column_key(): def test_save_button_writes_to_the_store_and_shows_the_path(tmp_path): cw = ConfigurationWidget() - cw._name_field.value = "Saved Config" + cw.persistence._name_field.value = "Saved Config" - cw._on_save(None) + cw.persistence._on_save(None) - assert str(tmp_path) in cw.save_status.value + assert str(tmp_path) in cw.persistence.save_status.value name, state = configuration_store.load_from_store(cw.config_hash) assert name == "Saved Config" assert state == cw._snapshot_state() @@ -754,9 +754,9 @@ def test_save_button_writes_to_the_store_and_shows_the_path(tmp_path): def test_import_from_store_restores_a_previously_saved_configuration(): cw = ConfigurationWidget() - cw._name_field.value = "Saved Config" + cw.persistence._name_field.value = "Saved Config" cw._model_form.element("flow_rate").value = 7.7e-6 - cw._on_save(None) + cw.persistence._on_save(None) saved_hash = cw.config_hash cw2 = ConfigurationWidget() @@ -764,31 +764,31 @@ def test_import_from_store_restores_a_previously_saved_configuration(): assert cw2.config_name == "Saved Config" assert cw2.config_hash == saved_hash - assert "Imported" in cw2.save_status.value + assert "Imported" in cw2.persistence.save_status.value def test_import_from_store_with_unknown_hash_shows_an_error(): cw = ConfigurationWidget() cw.import_from_store("deadbeef") - assert "deadbeef" in cw.save_status.value + assert "deadbeef" in cw.persistence.save_status.value def test_import_hash_button_delegates_to_import_from_store(): cw = ConfigurationWidget() - cw._name_field.value = "Saved Config" - cw._on_save(None) + cw.persistence._name_field.value = "Saved Config" + cw.persistence._on_save(None) saved_hash = cw.config_hash cw2 = ConfigurationWidget() - cw2._import_hash_field.value = saved_hash - cw2._on_import_hash_click(None) + cw2.persistence._import_hash_field.value = saved_hash + cw2.persistence._on_import_hash_click(None) assert cw2.config_hash == saved_hash def test_file_upload_imports_an_exported_configuration(): cw = ConfigurationWidget() - cw._name_field.value = "Uploaded Config" + cw.persistence._name_field.value = "Uploaded Config" cw._model_form.element("flow_rate").value = 2.2e-6 import tempfile @@ -801,7 +801,7 @@ def test_file_upload_imports_an_exported_configuration(): content = memoryview(path.read_bytes()) cw2 = ConfigurationWidget() - cw2._file_upload.value = ( + cw2.persistence._file_upload.value = ( { "name": "exported.h5", "type": "application/x-hdf5", @@ -813,15 +813,15 @@ def test_file_upload_imports_an_exported_configuration(): assert cw2.config_name == "Uploaded Config" assert cw2.config_hash == cw.config_hash - assert cw2._file_upload.value == () # cleared so the same file can be re-uploaded + assert cw2.persistence._file_upload.value == () # cleared so the same file can be re-uploaded def test_store_dir_defaults_to_none_and_uses_the_default_store(tmp_path): cw = ConfigurationWidget() - cw._name_field.value = "Default Store Config" - assert cw._store_dir is None + cw.persistence._name_field.value = "Default Store Config" + assert cw.persistence.store_dir is None - cw._on_save(None) + cw.persistence._on_save(None) # default store dir is monkeypatched to tmp_path by the isolated_store fixture assert (tmp_path / f"{cw.config_hash}.h5").exists() @@ -829,33 +829,33 @@ def test_store_dir_defaults_to_none_and_uses_the_default_store(tmp_path): def test_setting_a_custom_store_dir_is_used_for_save_and_import(tmp_path): custom = tmp_path / "my_configs" / "nested" cw = ConfigurationWidget() - cw._name_field.value = "Custom Folder Config" - cw._store_dir_field.value = str(custom) + cw.persistence._name_field.value = "Custom Folder Config" + cw.persistence._store_dir_field.value = str(custom) - cw._on_set_store_dir(None) + cw.persistence._on_set_store_dir(None) - assert cw._store_dir == custom + assert cw.persistence.store_dir == custom assert custom.is_dir() # created on set, even before anything is saved - cw._on_save(None) + cw.persistence._on_save(None) assert (custom / f"{cw.config_hash}.h5").exists() cw2 = ConfigurationWidget() - cw2._store_dir_field.value = str(custom) - cw2._on_set_store_dir(None) + cw2.persistence._store_dir_field.value = str(custom) + cw2.persistence._on_set_store_dir(None) cw2.import_from_store(cw.config_hash) assert cw2.config_name == "Custom Folder Config" def test_blank_store_dir_field_resets_to_the_default(tmp_path): cw = ConfigurationWidget() - cw._store_dir_field.value = str(tmp_path / "custom") - cw._on_set_store_dir(None) - assert cw._store_dir is not None + cw.persistence._store_dir_field.value = str(tmp_path / "custom") + cw.persistence._on_set_store_dir(None) + assert cw.persistence.store_dir is not None - cw._store_dir_field.value = "" - cw._on_set_store_dir(None) - assert cw._store_dir is None + cw.persistence._store_dir_field.value = "" + cw.persistence._on_set_store_dir(None) + assert cw.persistence.store_dir is None def test_invalid_store_dir_shows_an_error_and_does_not_change_store_dir(tmp_path): @@ -863,34 +863,34 @@ def test_invalid_store_dir_shows_an_error_and_does_not_change_store_dir(tmp_path blocked.write_text("x") cw = ConfigurationWidget() - cw._store_dir_field.value = str(blocked / "sub") - cw._on_set_store_dir(None) + cw.persistence._store_dir_field.value = str(blocked / "sub") + cw.persistence._on_set_store_dir(None) - assert cw._store_dir is None - assert "span style" in cw.save_status.value + assert cw.persistence.store_dir is None + assert "span style" in cw.persistence.save_status.value def test_save_without_a_name_is_refused(tmp_path): cw = ConfigurationWidget() - cw._name_field.value = "" # cleared the default name - cw._on_save(None) + cw.persistence._name_field.value = "" # cleared the default name + cw.persistence._on_save(None) - assert "name" in cw.save_status.value.lower() + assert "name" in cw.persistence.save_status.value.lower() assert list(tmp_path.glob("*.h5")) == [] # nothing written to the store def test_save_load_details_are_collapsed_by_default_and_toggle(): cw = ConfigurationWidget() - assert cw._save_load_details_box.layout.display == "none" - assert cw._btn_toggle_save_load_details.description == "Show details" + assert cw.persistence._save_load_details_box.layout.display == "none" + assert cw.persistence._btn_toggle_save_load_details.description == "Show details" - cw._on_toggle_save_load_details(None) - assert cw._save_load_details_box.layout.display == "" - assert cw._btn_toggle_save_load_details.description == "Hide details" + cw.persistence._on_toggle_save_load_details(None) + assert cw.persistence._save_load_details_box.layout.display == "" + assert cw.persistence._btn_toggle_save_load_details.description == "Hide details" - cw._on_toggle_save_load_details(None) - assert cw._save_load_details_box.layout.display == "none" - assert cw._btn_toggle_save_load_details.description == "Show details" + cw.persistence._on_toggle_save_load_details(None) + assert cw.persistence._save_load_details_box.layout.display == "none" + assert cw.persistence._btn_toggle_save_load_details.description == "Show details" def test_save_load_section_is_the_first_section_in_the_panel(): @@ -905,14 +905,14 @@ def test_name_error_reflects_whether_the_configuration_is_named(): cw = ConfigurationWidget() assert cw.name_error() is None # has the default name - cw._name_field.value = "" + cw.persistence._name_field.value = "" error = cw.name_error("running a simulation") assert error == "Give the configuration a name before running a simulation." def test_persist_to_store_raises_without_a_name(): cw = ConfigurationWidget() - cw._name_field.value = "" + cw.persistence._name_field.value = "" try: cw.persist_to_store() assert False, "should have raised" @@ -922,7 +922,7 @@ def test_persist_to_store_raises_without_a_name(): def test_persist_to_store_saves_and_returns_the_path(tmp_path): cw = ConfigurationWidget() - cw._name_field.value = "Persisted Config" + cw.persistence._name_field.value = "Persisted Config" path = cw.persist_to_store() diff --git a/tests/test_parameter_estimation.py b/tests/test_parameter_estimation.py index 78c7d90..b01b0cd 100644 --- a/tests/test_parameter_estimation.py +++ b/tests/test_parameter_estimation.py @@ -52,10 +52,10 @@ def upload_csv(widget: DataImportWidget, filename: str, csv_text: str) -> None: def _add_param(pw: ParameterEstimationWidget, index: int) -> None: - """Add `pw._params[index]` to the fit via the real Add-parameter flow.""" - key = pw._param_key(pw._params[index]) - pw._param_add_picker.value = key - pw._on_add_param(None) + """Add `pw.param_space.params[index]` to the fit via the real Add-parameter flow.""" + key = pw.param_space._param_key(pw.param_space.params[index]) + pw.param_space._param_add_picker.value = key + pw.param_space._on_add_param(None) def test_parameter_estimation_widget_nests_a_data_import_widget(): @@ -83,33 +83,33 @@ def test_bind_to_config_populates_the_add_parameter_picker(): pw.bind_to_config(cw) - assert len(pw._params) > 0 - assert len(pw._param_add_picker.option_labels) == len(pw._params) - assert pw._added_keys == [] # nothing added by default + assert len(pw.param_space.params) > 0 + assert len(pw.param_space._param_add_picker.option_labels) == len(pw.param_space.params) + assert pw.param_space._added_keys == [] # nothing added by default def test_config_field_changes_rebuild_the_add_parameter_picker(): pw = ParameterEstimationWidget() cw = ConfigurationWidget() pw.bind_to_config(cw) - before = len(pw._param_add_picker.option_labels) + before = len(pw.param_space._param_add_picker.option_labels) cw._model_form.element("flow_rate").value = 5e-6 # any committed change - assert len(pw._param_add_picker.option_labels) == before # rebuilt, same shape, no crash + assert len(pw.param_space._param_add_picker.option_labels) == before # rebuilt, same shape, no crash def test_adding_a_parameter_removes_it_from_the_add_picker_and_adds_a_row(): pw = ParameterEstimationWidget() cw = ConfigurationWidget() pw.bind_to_config(cw) - before = len(pw._param_add_picker.option_labels) + before = len(pw.param_space._param_add_picker.option_labels) _add_param(pw, 0) - assert pw._added_keys == [pw._param_key(pw._params[0])] - assert len(pw._param_box.children) == 1 - assert len(pw._param_add_picker.option_labels) == before - 1 + assert pw.param_space._added_keys == [pw.param_space._param_key(pw.param_space.params[0])] + assert len(pw.param_space._param_box.children) == 1 + assert len(pw.param_space._param_add_picker.option_labels) == before - 1 def test_removing_a_parameter_puts_it_back_in_the_add_picker(): @@ -117,13 +117,13 @@ def test_removing_a_parameter_puts_it_back_in_the_add_picker(): cw = ConfigurationWidget() pw.bind_to_config(cw) _add_param(pw, 0) - before = len(pw._param_add_picker.option_labels) + before = len(pw.param_space._param_add_picker.option_labels) - pw._remove_buttons[0].click() + pw.param_space._remove_buttons[0].click() - assert pw._added_keys == [] - assert len(pw._param_box.children) == 0 - assert len(pw._param_add_picker.option_labels) == before + 1 + assert pw.param_space._added_keys == [] + assert len(pw.param_space._param_box.children) == 0 + assert len(pw.param_space._param_add_picker.option_labels) == before + 1 def test_unrelated_config_edits_preserve_edited_start_lb_ub_for_an_added_parameter(): @@ -131,16 +131,16 @@ def test_unrelated_config_edits_preserve_edited_start_lb_ub_for_an_added_paramet cw = ConfigurationWidget() pw.bind_to_config(cw) _add_param(pw, 0) - pw._start_fields[0].value = 0.123 - pw._lb_fields[0].value = 0.01 - pw._ub_fields[0].value = 0.99 + pw.param_space._start_fields[0].value = 0.123 + pw.param_space._lb_fields[0].value = 0.01 + pw.param_space._ub_fields[0].value = 0.99 cw._model_form.element("flow_rate").value = 5e-6 # unrelated committed change - assert len(pw._added_keys) == 1 # still added - assert pw._start_fields[0].value == 0.123 - assert pw._lb_fields[0].value == 0.01 - assert pw._ub_fields[0].value == 0.99 + assert len(pw.param_space._added_keys) == 1 # still added + assert pw.param_space._start_fields[0].value == 0.123 + assert pw.param_space._lb_fields[0].value == 0.01 + assert pw.param_space._ub_fields[0].value == 0.99 def test_start_field_defaults_to_the_current_config_value_for_a_new_parameter(): @@ -150,7 +150,7 @@ def test_start_field_defaults_to_the_current_config_value_for_a_new_parameter(): _add_param(pw, 0) - assert pw._start_fields[0].value == pw._params[0].current_value + assert pw.param_space._start_fields[0].value == pw.param_space.params[0].current_value def test_bind_to_config_populates_the_component_picker_with_components_and_total(): @@ -247,7 +247,7 @@ def test_saving_a_configuration_and_refreshing_lists_it_as_a_base_process(): pw = ParameterEstimationWidget() cw = ConfigurationWidget() pw.bind_to_config(cw) - cw._name_field.value = "Saved Base" + cw.persistence._name_field.value = "Saved Base" cw.persist_to_store() pw._refresh_store_options() @@ -259,7 +259,7 @@ def test_picking_a_saved_base_process_loads_it_into_the_configuration_and_previe pw = ParameterEstimationWidget() cw = ConfigurationWidget() pw.bind_to_config(cw) - cw._name_field.value = "Saved Base" + cw.persistence._name_field.value = "Saved Base" saved_hash = cw.config_hash cw.persist_to_store() pw._refresh_store_options() @@ -337,9 +337,9 @@ def test_run_estimation_without_an_added_parameter_shows_a_guard_error(): def test_run_estimation_with_a_start_value_outside_its_bounds_shows_a_guard_error(): cw, pw = _bound_widgets() _ready_to_run(cw, pw) - pw._lb_fields[0].value = 0.0 - pw._ub_fields[0].value = 1e-5 - pw._start_fields[0].value = 1.0000001 # far outside [0, 1e-5] + pw.param_space._lb_fields[0].value = 0.0 + pw.param_space._ub_fields[0].value = 1e-5 + pw.param_space._start_fields[0].value = 1.0000001 # far outside [0, 1e-5] pw._on_run(None) @@ -373,7 +373,7 @@ def test_accept_writes_fitted_values_into_the_live_configuration_only_on_click() pw._on_accept(None) - fitted_name = pw._params[0].name # index 0 is always a scalar column field + fitted_name = pw.param_space.params[0].name # index 0 is always a scalar column field assert cw._column_form.collect_values()[fitted_name] == pytest.approx( pw._last_result.fitted[0] ) @@ -452,7 +452,7 @@ def test_run_estimation_passes_the_start_fields_as_starts(monkeypatch): cw, pw = _bound_widgets() _ready_to_run(cw, pw) - pw._start_fields[0].value = 0.123 # deliberately not the config's current value + pw.param_space._start_fields[0].value = 0.123 # deliberately not the config's current value captured = {} def _fake_run_estimation(*args, **kwargs): @@ -544,7 +544,7 @@ def test_progress_tick_skips_the_live_plot_when_the_checkbox_is_off(monkeypatch) pw._progress["optimizer"] = _FakeOptimizer(_FakeResults(1, [0.5], [[1.0]])) pw._live_plot_checkbox.value = False - pw._progress_tick(0.0, None, None, pw._params, [0], None, "outlet", "inlet", 0) + pw._progress_tick(0.0, None, None, pw.param_space.params, [0], None, "outlet", "inlet", 0) assert calls == [] @@ -567,7 +567,7 @@ def test_progress_tick_redraws_the_live_plot_when_the_checkbox_is_on_and_a_gener pw._live_plot_checkbox.value = True last_n_gen = pw._progress_tick( - 0.0, cw.process, cw._column_form.built, pw._params, [0], None, unit, port, 0 + 0.0, cw.process, cw._column_form.built, pw.param_space.params, [0], None, unit, port, 0 ) assert calls == [1] @@ -584,7 +584,7 @@ def test_progress_tick_does_not_redraw_twice_for_the_same_generation(monkeypatch pw._progress["optimizer"] = _FakeOptimizer(_FakeResults(1, [0.5], [[1.0]])) pw._live_plot_checkbox.value = True - last_n_gen = pw._progress_tick(0.0, None, None, pw._params, [0], None, "outlet", "inlet", 1) + last_n_gen = pw._progress_tick(0.0, None, None, pw.param_space.params, [0], None, "outlet", "inlet", 1) assert calls == [] # n_gen (1) == last_n_gen (1) -- nothing new since last tick assert last_n_gen == 1 @@ -604,7 +604,7 @@ def _boom(*a, **k): monkeypatch.setattr(pe_widget, "simulate_at", _boom) optimizer = _FakeOptimizer(_FakeResults(1, [0.5], [[1.0]])) - pw._redraw_live_plot(optimizer, None, None, pw._params, [0], None, "outlet", "inlet") + pw._redraw_live_plot(optimizer, None, None, pw.param_space.params, [0], None, "outlet", "inlet") assert "synthetic failure for the test" in pw._live_plot_error.value diff --git a/tests/test_solution.py b/tests/test_solution.py index b837df6..561edb3 100644 --- a/tests/test_solution.py +++ b/tests/test_solution.py @@ -216,7 +216,7 @@ def test_solutionwidget_picking_a_failed_run_shows_its_error(): def test_solutionwidget_run_tags_history_with_config_name_and_hash(): cw = ConfigurationWidget() - cw._name_field.value = "My Config" + cw.persistence._name_field.value = "My Config" sw = SolutionWidget() sw.bind_to_config(cw) @@ -229,7 +229,7 @@ def test_solutionwidget_run_tags_history_with_config_name_and_hash(): def test_solutionwidget_run_auto_saves_config_to_store(): cw = ConfigurationWidget() - cw._name_field.value = "Auto Saved Config" + cw.persistence._name_field.value = "Auto Saved Config" sw = SolutionWidget() sw.bind_to_config(cw) @@ -250,7 +250,7 @@ def test_solutionwidget_run_without_bound_config_leaves_history_untagged(): def test_solutionwidget_run_refuses_when_bound_config_has_no_name(): cw = ConfigurationWidget() - cw._name_field.value = "" # cleared the default name + cw.persistence._name_field.value = "" # cleared the default name sw = SolutionWidget() sw.bind_to_config(cw) @@ -274,14 +274,14 @@ def test_solutionwidget_process_label_shows_the_configuration_name_not_the_proce assert "New Experiment" in sw._process_label.value # the default name, not "Batch Elution" assert "Batch Elution" not in sw._process_label.value - cw._name_field.value = "My Named Config" + cw.persistence._name_field.value = "My Named Config" assert "My Named Config" in sw._process_label.value assert "Batch Elution" not in sw._process_label.value def test_solutionwidget_run_history_label_uses_the_configuration_name(): cw = ConfigurationWidget() - cw._name_field.value = "My Named Config" + cw.persistence._name_field.value = "My Named Config" sw = SolutionWidget() sw.bind_to_config(cw) @@ -299,7 +299,7 @@ def test_solutionwidget_load_config_button_hidden_without_a_hash(): def test_solutionwidget_load_config_button_reimports_the_run_configuration(): cw = ConfigurationWidget() - cw._name_field.value = "Reimport Test Config" + cw.persistence._name_field.value = "Reimport Test Config" sw = SolutionWidget() sw.bind_to_config(cw) sw._on_run(None) diff --git a/tests/test_workbench.py b/tests/test_workbench.py index 78415ee..3decf19 100644 --- a/tests/test_workbench.py +++ b/tests/test_workbench.py @@ -25,7 +25,7 @@ def test_workbench_builds_and_wires_the_three_widgets(): def test_workbench_wires_parameter_estimation_to_configuration(): wb = WorkbenchWidget() - assert wb.parameter_estimation._param_add_picker.option_labels # bind_to_config populated it + assert wb.parameter_estimation.param_space._param_add_picker.option_labels # bind_to_config populated it assert wb.parameter_estimation._signal_picker.option_labels == [] # nothing previewed yet wb.parameter_estimation._on_preview(None) From 225cc735cfaa0c095b508c748af50e7ab0f52dba Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Tue, 15 Sep 2026 16:59:44 +0200 Subject: [PATCH 068/158] Fix Ruff Errors --- cadetgui/widgets/composite/configuration.py | 1 + cadetgui/widgets/composite/configuration_persistence.py | 9 ++++++++- cadetgui/widgets/composite/parameter_space.py | 1 + tests/test_parameter_estimation.py | 6 ++++-- tests/test_workbench.py | 2 +- 5 files changed, 15 insertions(+), 4 deletions(-) diff --git a/cadetgui/widgets/composite/configuration.py b/cadetgui/widgets/composite/configuration.py index 21da26d..291f63d 100644 --- a/cadetgui/widgets/composite/configuration.py +++ b/cadetgui/widgets/composite/configuration.py @@ -400,6 +400,7 @@ def _snapshot_state(self) -> ConfigurationState: @property def config_name(self) -> str: + """Name shown in the Save/Load section and used as the save target.""" return self.persistence.config_name @config_name.setter diff --git a/cadetgui/widgets/composite/configuration_persistence.py b/cadetgui/widgets/composite/configuration_persistence.py index aa357f8..dd377f2 100644 --- a/cadetgui/widgets/composite/configuration_persistence.py +++ b/cadetgui/widgets/composite/configuration_persistence.py @@ -5,7 +5,13 @@ import ipywidgets as W -from ...configuration_store import ConfigurationState, compute_hash, load_from_store, load_h5, save_to_store +from ...configuration_store import ( + ConfigurationState, + compute_hash, + load_from_store, + load_h5, + save_to_store, +) from .._settings_popover import toggle_box from ..elements import TextField @@ -96,6 +102,7 @@ def config_hash(self) -> Optional[str]: return None def refresh_hash_display(self) -> None: + """Update the hash line to match the current `config_hash`.""" if self.config_hash is None: self._hash_display.value = "No configuration built yet." else: diff --git a/cadetgui/widgets/composite/parameter_space.py b/cadetgui/widgets/composite/parameter_space.py index e6ee31a..2d6e3dc 100644 --- a/cadetgui/widgets/composite/parameter_space.py +++ b/cadetgui/widgets/composite/parameter_space.py @@ -66,6 +66,7 @@ def __init__(self) -> None: self.root = W.VBox([add_row, self._param_header, self._param_box]) def __len__(self) -> int: + """Return the number of parameters currently added to the fit.""" return len(self._added_keys) @staticmethod diff --git a/tests/test_parameter_estimation.py b/tests/test_parameter_estimation.py index b01b0cd..31e3d3c 100644 --- a/tests/test_parameter_estimation.py +++ b/tests/test_parameter_estimation.py @@ -96,7 +96,7 @@ def test_config_field_changes_rebuild_the_add_parameter_picker(): cw._model_form.element("flow_rate").value = 5e-6 # any committed change - assert len(pw.param_space._param_add_picker.option_labels) == before # rebuilt, same shape, no crash + assert len(pw.param_space._param_add_picker.option_labels) == before # rebuilt, no crash def test_adding_a_parameter_removes_it_from_the_add_picker_and_adds_a_row(): @@ -584,7 +584,9 @@ def test_progress_tick_does_not_redraw_twice_for_the_same_generation(monkeypatch pw._progress["optimizer"] = _FakeOptimizer(_FakeResults(1, [0.5], [[1.0]])) pw._live_plot_checkbox.value = True - last_n_gen = pw._progress_tick(0.0, None, None, pw.param_space.params, [0], None, "outlet", "inlet", 1) + last_n_gen = pw._progress_tick( + 0.0, None, None, pw.param_space.params, [0], None, "outlet", "inlet", 1 + ) assert calls == [] # n_gen (1) == last_n_gen (1) -- nothing new since last tick assert last_n_gen == 1 diff --git a/tests/test_workbench.py b/tests/test_workbench.py index 3decf19..79c62ab 100644 --- a/tests/test_workbench.py +++ b/tests/test_workbench.py @@ -25,7 +25,7 @@ def test_workbench_builds_and_wires_the_three_widgets(): def test_workbench_wires_parameter_estimation_to_configuration(): wb = WorkbenchWidget() - assert wb.parameter_estimation.param_space._param_add_picker.option_labels # bind_to_config populated it + assert wb.parameter_estimation.param_space._param_add_picker.option_labels # populated on bind assert wb.parameter_estimation._signal_picker.option_labels == [] # nothing previewed yet wb.parameter_estimation._on_preview(None) From 4131a86c0fc985fe8aa7f533783f5fc3e6b0d4ef Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Mon, 21 Sep 2026 11:09:52 +0200 Subject: [PATCH 069/158] Make sidebar configurable --- cadetgui/cadetprocessadapter.py | 5 +- cadetgui/parameters/__init__.py | 7 +- cadetgui/widgets/_sidebar_shell.py | 122 ++++++++++++++++++ cadetgui/widgets/composite/__init__.py | 5 +- cadetgui/widgets/composite/data_import.py | 3 +- cadetgui/widgets/composite/run_history.py | 6 +- cadetgui/widgets/composite/solution.py | 3 +- cadetgui/widgets/composite/workbench.py | 86 +++++++------ cadetgui/widgets/elements/__init__.py | 5 +- cadetgui/widgets/elements/base.py | 4 +- cadetgui/widgets/elements/choice_field.py | 3 +- cadetgui/widgets/forms/__init__.py | 5 +- examples/custom_sidebar.ipynb | 143 ++++++++++++++++++++++ tests/test_configuration.py | 2 +- tests/test_parameter_estimation.py | 6 +- tests/test_sidebar_shell.py | 116 ++++++++++++++++++ tests/test_workbench.py | 24 ++++ 17 files changed, 474 insertions(+), 71 deletions(-) create mode 100644 cadetgui/widgets/_sidebar_shell.py create mode 100644 examples/custom_sidebar.ipynb create mode 100644 tests/test_sidebar_shell.py diff --git a/cadetgui/cadetprocessadapter.py b/cadetgui/cadetprocessadapter.py index 2181d33..a5a3420 100644 --- a/cadetgui/cadetprocessadapter.py +++ b/cadetgui/cadetprocessadapter.py @@ -266,7 +266,7 @@ def _export(v: Mapping[str, Any]) -> list[str]: ) -# CLR/Flip-Flop/MRSSR: see ai-docs/REQUIREMENTS.md "Open decisions". +# CLR/Flip-Flop/MRSSR templates are intentionally not registered yet. MODEL_REGISTRY: dict[str, Callable[[Any], ModelSpec]] = { "Batch Elution": batch_elution_spec, "Load–Wash–Elute (LWE)": lwe_spec, @@ -486,8 +486,7 @@ def build_parameter_config_spec( # the order isn't. Re-order by this model's position in # `parameters/interface.json` instead (a curated, deliberately-ordered # schema) so the rendered field/checklist order is actually stable and - # doesn't reshuffle every time a user restarts their kernel. See - # ai-docs/UPSTREAM_ISSUES.md #4. + # doesn't reshuffle every time a user restarts their kernel. if category is not None: try: schema_order = list(_param_metadata_for(category, model_name)) diff --git a/cadetgui/parameters/__init__.py b/cadetgui/parameters/__init__.py index fd2ff24..7cb783e 100644 --- a/cadetgui/parameters/__init__.py +++ b/cadetgui/parameters/__init__.py @@ -1,9 +1,8 @@ """Loader for the parameter metadata ground truth (`interface.json`). -Framework-agnostic (no widget/CADET-Process imports) -- see -ai-docs/ARCHITECTURE.md's "Parameter metadata schema" for the design and -ai-docs/REQUIREMENTS.md item #5 for why this exists as one file rather than -scattered per-widget constants. +Framework-agnostic (no widget/CADET-Process imports) -- one file rather than +scattered per-widget constants, so every field's unit/min/max/kind has a +single source of truth. """ from __future__ import annotations diff --git a/cadetgui/widgets/_sidebar_shell.py b/cadetgui/widgets/_sidebar_shell.py new file mode 100644 index 0000000..0cb5075 --- /dev/null +++ b/cadetgui/widgets/_sidebar_shell.py @@ -0,0 +1,122 @@ +from __future__ import annotations + +from typing import Callable, Dict, List, Mapping, Optional, Sequence, Tuple, TypeVar + +import ipywidgets as W + +__all__ = ["SidebarShell", "validate_steps", "resolve_step", "collect_panes"] + +_T = TypeVar("_T") + + +class SidebarShell: + """A left-sidebar nav that shows exactly one pane at a time. + + Generic over its panes: takes `(label, widget)` pairs and does only the + nav/show-hide mechanics (single `ToggleButtons`, `layout.display` + toggling -- state on a hidden pane survives switching away from it, same + as `_settings_popover.toggle_box`). Wiring between panes + (`bind_to_config`, `add_listener`, ...) is the caller's job before + constructing this -- `WorkbenchWidget` is the reference example. + """ + + def __init__(self, panes: Sequence[Tuple[str, W.Widget]]) -> None: + if not panes: + raise ValueError("SidebarShell needs at least one pane") + labels = [label for label, _ in panes] + if len(set(labels)) != len(labels): + raise ValueError(f"Pane labels must be unique, got {labels!r}") + + self._order: List[str] = labels + self.panes: Dict[str, W.Widget] = dict(panes) + for widget in self.panes.values(): + widget.layout.display = "none" + + self.nav = W.ToggleButtons(options=self._order) + self.nav.add_class("cadetgui-sidebar-nav") + self.nav.observe(self._on_nav_change, names="index") + + content = W.VBox(list(self.panes.values())) + content.add_class("cadetgui-workbench-content") + + self.body = W.HBox([self.nav, content]) + self.body.add_class("cadetgui-workbench-body") + + self.show(self._order[0]) + + def show(self, label: str) -> None: + """Switch to the pane registered under `label`.""" + for name, widget in self.panes.items(): + widget.layout.display = "" if name == label else "none" + if self.nav.value != label: + self.nav.value = label + + def _on_nav_change(self, change: dict) -> None: + if change.get("name") != "index": + return + self.show(self._order[change["new"]]) + + def display(self) -> None: + """Render this widget in a Jupyter cell.""" + from IPython.display import display as _display + + _display(self.body) + + +def validate_steps(steps: Sequence[str], known: Sequence[str]) -> None: + """Raise ValueError if `steps` contains anything outside `known`. + + For validating an `include=(...)` argument against the fixed set of + steps a shell actually knows how to build -- see `resolve_step` for the + per-step half of the same pattern. + """ + unknown = set(steps) - set(known) + if unknown: + raise ValueError( + f"Unknown step(s) {sorted(unknown)!r}, expected a subset of {tuple(known)!r}" + ) + + +def resolve_step( + label: str, + given: Optional[_T], + *, + steps: Sequence[str], + factory: Callable[[], _T], +) -> Optional[_T]: + """Resolve one optional, possibly-excluded pane's widget. + + The recurring shape behind any `WorkbenchWidget`-style "build me a + sidebar over these steps, let the caller inject their own widget for + any of them" composer: + + - `given` (an explicit pre-built widget, or None) always wins. + - Otherwise, build a fresh default via `factory()` -- but only if + `label` is actually in `steps`; an excluded step resolves to `None` + rather than being built and then hidden, so skipping a step costs + nothing (no widget constructed, nothing to wire listeners to). + - Passing `given` for a `label` not in `steps` is a contradiction (you + supplied a widget for a step you also said to skip) and raises, + rather than silently building it anyway or silently dropping it. + + A shell with three optional steps calls this once per step: + + self.configuration = resolve_step( + "Configuration", configuration, steps=steps, factory=ConfigurationWidget + ) + """ + if given is not None and label not in steps: + raise ValueError(f"{label!r} widget was given but not in include={tuple(steps)!r}") + if given is not None: + return given + return factory() if label in steps else None + + +def collect_panes(order: Sequence[str], slots: Mapping[str, Optional[_T]]) -> List[Tuple[str, _T]]: + """Build `SidebarShell`'s pane list from a `{label: widget-or-None}` map. + + Keeps `order`'s ordering; drops any label whose slot is `None` -- the + "excluded via `include`" result `resolve_step` returns -- since + `SidebarShell` requires every pane it's given to be a real widget. + """ + return [(label, slots[label]) for label in order if slots.get(label) is not None] diff --git a/cadetgui/widgets/composite/__init__.py b/cadetgui/widgets/composite/__init__.py index eb9f82e..284717b 100644 --- a/cadetgui/widgets/composite/__init__.py +++ b/cadetgui/widgets/composite/__init__.py @@ -1,7 +1,4 @@ -"""Task widgets assembled from elements + forms. - -See ai-docs/ARCHITECTURE.md's "Composition, not inheritance-of-everything" note. -""" +"""Task widgets assembled from elements + forms.""" from .configuration import ConfigurationWidget from .data_import import DataImportWidget, ExperimentalDataset from .parameter_estimation import ParameterEstimationWidget diff --git a/cadetgui/widgets/composite/data_import.py b/cadetgui/widgets/composite/data_import.py index 50808b6..c4ecb10 100644 --- a/cadetgui/widgets/composite/data_import.py +++ b/cadetgui/widgets/composite/data_import.py @@ -44,7 +44,8 @@ class DataImportWidget: Assumes a header row and uses the file's first two columns as time/signal — full column mapping (PRODUCT_VISION.md §13) is bigger scope, not built yet. - `SolutionWidget.bind_to_data()` overlays loaded datasets on its plot. + `ParameterEstimationWidget` nests one (`.data`) as its experimental-data + source; see its docstring. """ def __init__(self) -> None: diff --git a/cadetgui/widgets/composite/run_history.py b/cadetgui/widgets/composite/run_history.py index afe546e..f5a7a36 100644 --- a/cadetgui/widgets/composite/run_history.py +++ b/cadetgui/widgets/composite/run_history.py @@ -33,9 +33,9 @@ class RunHistoryWidget: """Chronological list of run results; pick one to revisit. Reusable across anything that produces multiple results over time — forward - simulation runs today, estimation candidates / optimization solutions later - (see ai-docs/REQUIREMENTS.md's "Next widgets" gap analysis). Callers `record()` - a run and `add_listener()` to react when the user picks one to view. + simulation runs today, estimation candidates / optimization solutions later. + Callers `record()` a run and `add_listener()` to react when the user picks + one to view. """ def __init__(self) -> None: diff --git a/cadetgui/widgets/composite/solution.py b/cadetgui/widgets/composite/solution.py index e42b026..5cfe26d 100644 --- a/cadetgui/widgets/composite/solution.py +++ b/cadetgui/widgets/composite/solution.py @@ -16,8 +16,7 @@ class SolutionWidget: """Run a CADET-Process process and plot its solution. - Plots via `SolutionIO.plot()` directly (CADET-Process already provides it — - see ai-docs/ARCHITECTURE.md's "no duplicated numerical engine" principle). + Plots via `SolutionIO.plot()` directly rather than reimplementing plotting. """ def __init__( diff --git a/cadetgui/widgets/composite/workbench.py b/cadetgui/widgets/composite/workbench.py index 54fffc1..d479de8 100644 --- a/cadetgui/widgets/composite/workbench.py +++ b/cadetgui/widgets/composite/workbench.py @@ -1,10 +1,11 @@ from __future__ import annotations -from typing import Dict, Optional +from typing import Optional, Sequence import ipywidgets as W from .._chrome import logo_data_uri, style_tag +from .._sidebar_shell import SidebarShell, collect_panes, resolve_step, validate_steps from .configuration import ConfigurationWidget from .parameter_estimation import ParameterEstimationWidget from .solution import SolutionWidget @@ -20,39 +21,63 @@ class WorkbenchWidget: Builds and wires a `ConfigurationWidget`, `SolutionWidget`, and `ParameterEstimationWidget` together (same bindings as examples/configuration_and_solution.ipynb), showing exactly one at a time - via a left sidebar instead of stacking all three inline. Each stays a - plain attribute (`.configuration`/`.solution`/`.parameter_estimation`) for - scripting — the shell is purely a navigation convenience, not a black box. + via `SidebarShell` (`widgets/_sidebar_shell.py`) instead of stacking all + three inline. Each stays a plain attribute + (`.configuration`/`.solution`/`.parameter_estimation`) for scripting — + this class is purely "the known three widgets, pre-wired, in a sidebar," + not a black box; a different combination of widgets is a different + `SidebarShell` call, not a change to this class. + + `include` narrows which steps are built and shown at all (default: all + three) — e.g. `WorkbenchWidget(include=("Configuration", "Simulation"))` + for a notebook that has no use for parameter estimation. Skipping a step + also skips its own construction and its `bind_to_config` wiring, so it + costs nothing (no widgets built, no listeners attached) rather than just + being hidden. Passing an explicit widget for a step not in `include` is + a contradiction and raises `ValueError` rather than silently dropping it. """ def __init__( self, *, + include: Optional[Sequence[str]] = None, configuration: Optional[ConfigurationWidget] = None, solution: Optional[SolutionWidget] = None, parameter_estimation: Optional[ParameterEstimationWidget] = None, ) -> None: - self.configuration = configuration or ConfigurationWidget() - self.solution = solution or SolutionWidget() - self.parameter_estimation = parameter_estimation or ParameterEstimationWidget() + steps = tuple(include) if include is not None else _STEPS + validate_steps(steps, _STEPS) - self.solution.bind_to_config(self.configuration) - self.parameter_estimation.bind_to_config(self.configuration) - - self._panes: Dict[str, W.Widget] = { - "Configuration": self.configuration.root, - "Simulation": self.solution.root, - "Parameter Estimation": self.parameter_estimation.root, - } - for root in self._panes.values(): - root.layout.display = "none" - - self._nav = W.ToggleButtons(options=list(_STEPS)) - self._nav.add_class("cadetgui-sidebar-nav") - self._nav.observe(self._on_nav_change, names="index") + self.configuration = resolve_step( + "Configuration", configuration, steps=steps, factory=ConfigurationWidget + ) + self.solution = resolve_step( + "Simulation", solution, steps=steps, factory=SolutionWidget + ) + self.parameter_estimation = resolve_step( + "Parameter Estimation", + parameter_estimation, + steps=steps, + factory=ParameterEstimationWidget, + ) - self._content = W.VBox(list(self._panes.values())) - self._content.add_class("cadetgui-workbench-content") + if self.configuration is not None: + for dependent in (self.solution, self.parameter_estimation): + if dependent is not None: + dependent.bind_to_config(self.configuration) + + panes = collect_panes( + _STEPS, + { + "Configuration": self.configuration.root if self.configuration else None, + "Simulation": self.solution.root if self.solution else None, + "Parameter Estimation": ( + self.parameter_estimation.root if self.parameter_estimation else None + ), + }, + ) + self._shell = SidebarShell(panes) + self._nav = self._shell.nav # exposed for scripting/tests, same name as before the split top_bar = W.HTML( "
" @@ -60,24 +85,11 @@ def __init__( "Workbench" "
" ) - body = W.HBox([self._nav, self._content]) - body.add_class("cadetgui-workbench-body") - self.root = W.VBox([W.HTML(style_tag()), top_bar, body]) + self.root = W.VBox([W.HTML(style_tag()), top_bar, self._shell.body]) self.root.add_class("cadetgui-panel") self.root.add_class("cadetgui-workbench") - self._show(_STEPS[0]) - - def _on_nav_change(self, change: dict) -> None: - if change.get("name") != "index": - return - self._show(_STEPS[change["new"]]) - - def _show(self, step: str) -> None: - for name, root in self._panes.items(): - root.layout.display = "" if name == step else "none" - def display(self) -> None: """Render this widget in a Jupyter cell.""" from IPython.display import display as _display diff --git a/cadetgui/widgets/elements/__init__.py b/cadetgui/widgets/elements/__init__.py index b0e5da8..97d46f6 100644 --- a/cadetgui/widgets/elements/__init__.py +++ b/cadetgui/widgets/elements/__init__.py @@ -1,7 +1,4 @@ -"""Atomic anywidget input controls — the target implementation. - -See ai-docs/ARCHITECTURE.md for the element contract these follow. -""" +"""Atomic anywidget input controls — the target implementation.""" from .base import Element from .bool_field import BoolField from .choice_field import ChoiceField diff --git a/cadetgui/widgets/elements/base.py b/cadetgui/widgets/elements/base.py index dac7026..a56e340 100644 --- a/cadetgui/widgets/elements/base.py +++ b/cadetgui/widgets/elements/base.py @@ -13,8 +13,8 @@ class Element(anywidget.AnyWidget): """Base for atomic input widgets: value + label + validation, synced to JS. - Implements the element contract from ai-docs/ARCHITECTURE.md: state via - `error`/`is_valid`, events via traitlets' own `.observe()`. Subclasses define + Implements the element contract (input/output/state/validation/events): state + via `error`/`is_valid`, events via traitlets' own `.observe()`. Subclasses define their own `value` — either a synced trait directly (`FloatField`, `TextField`, ...) for JSON-safe types, or a plain Python property backed by a different synced trait (`ChoiceField.selected_index`) when the true value isn't diff --git a/cadetgui/widgets/elements/choice_field.py b/cadetgui/widgets/elements/choice_field.py index c68865a..005f267 100644 --- a/cadetgui/widgets/elements/choice_field.py +++ b/cadetgui/widgets/elements/choice_field.py @@ -17,8 +17,7 @@ class ChoiceField(Element): `value` may be any Python object, not just JSON-serializable ones — only the option labels and the selected index cross the anywidget sync boundary; - the label -> value mapping stays server-side (see ai-docs/ARCHITECTURE.md's - Element contract for why). + the label -> value mapping stays server-side. """ option_labels = T.List(T.Unicode()).tag(sync=True) diff --git a/cadetgui/widgets/forms/__init__.py b/cadetgui/widgets/forms/__init__.py index 9c8a15d..3ef93b9 100644 --- a/cadetgui/widgets/forms/__init__.py +++ b/cadetgui/widgets/forms/__init__.py @@ -1,7 +1,4 @@ -"""Renders a ModelSpec into a form of anywidget Elements. - -See ai-docs/ARCHITECTURE.md's data-flow section for where this fits. -""" +"""Renders a ModelSpec into a form of anywidget Elements.""" from .renderer import FormRenderer, element_for_field __all__ = ["FormRenderer", "element_for_field"] diff --git a/examples/custom_sidebar.ipynb b/examples/custom_sidebar.ipynb new file mode 100644 index 0000000..8a68449 --- /dev/null +++ b/examples/custom_sidebar.ipynb @@ -0,0 +1,143 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# CADET-GUI: build your own sidebar combination\n", + "\n", + "`WorkbenchWidget` (see `examples/workbench.ipynb`) is a fixed convenience:\n", + "it always builds the same three widgets (`ConfigurationWidget`,\n", + "`SolutionWidget`, `ParameterEstimationWidget`) and its `include=` kwarg only\n", + "lets you turn individual ones of *those three* off -- it cannot add a\n", + "widget outside that set.\n", + "\n", + "The actual general-purpose building block is `SidebarShell`\n", + "(`cadetgui/widgets/_sidebar_shell.py`): it takes any `(label, widget)`\n", + "pairs and shows exactly one at a time. This notebook combines\n", + "`ConfigurationWidget` + `SolutionWidget` + a standalone `DataImportWidget`\n", + "-- a combination `WorkbenchWidget` cannot express, since `DataImportWidget`\n", + "isn't one of its three known steps." + ], + "id": "fa150e50" + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from cadetgui.widgets._sidebar_shell import SidebarShell\n", + "from cadetgui.widgets.composite import ConfigurationWidget, DataImportWidget, SolutionWidget" + ], + "id": "b2c0379c" + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1. Build whichever widgets you want, in any combination\n", + "\n", + "Nothing here is limited to a fixed set of names -- these are the same\n", + "widget classes `WorkbenchWidget` uses internally, constructed directly." + ], + "id": "fb0e188e" + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "config = ConfigurationWidget()\n", + "solution = SolutionWidget()\n", + "data = DataImportWidget()" + ], + "id": "7e96d27f" + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2. Wire whatever bindings the widgets you picked actually support\n", + "\n", + "`SidebarShell` knows nothing about `bind_to_config`/`add_listener` -- that\n", + "wiring is domain-specific to the widgets involved, so it happens here,\n", + "before the shell is built (same as `WorkbenchWidget.__init__` does\n", + "internally). `DataImportWidget` isn't wired to anything in this example --\n", + "it's just browsed alongside the simulation, not bound to it." + ], + "id": "ad978a67" + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "solution.bind_to_config(config)" + ], + "id": "6a7a9f91" + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3. Hand the panes to `SidebarShell`\n", + "\n", + "One `(label, widget)` pair per pane, in whatever order you want them to\n", + "appear -- no `include=`, no fixed step names, nothing to opt in or out of\n", + "beyond simply not listing a widget here." + ], + "id": "38257e74" + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "shell = SidebarShell(\n", + " [\n", + " (\"Configuration\", config.root),\n", + " (\"Simulation\", solution.root),\n", + " (\"Experimental Data\", data.root),\n", + " ]\n", + ")\n", + "shell.display()" + ], + "id": "f929dd69" + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As with every widget in `cadetgui.widgets.composite`, nothing is trapped\n", + "inside the shell -- `config`, `solution`, and `data` stay plain attributes\n", + "you can keep scripting against after the cell above renders." + ], + "id": "bf154f3a" + } + ], + "metadata": { + "kernelspec": { + "display_name": "cadet_dev", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.9" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} \ No newline at end of file diff --git a/tests/test_configuration.py b/tests/test_configuration.py index e50c51f..298458d 100644 --- a/tests/test_configuration.py +++ b/tests/test_configuration.py @@ -246,7 +246,7 @@ def test_binding_model_scales_to_multiple_named_components(): # concentration defaults (e.g. c_feed=[10.0]) that CADET-Process rejects # for n_comp != 1. Pre-existing adapter-layer limitation, unrelated to # component naming; column/binding config already scale correctly, as - # this test shows. See ai-docs/REQUIREMENTS.md. + # this test shows. def test_binding_form_fields_get_component_names_matching_component_system(): diff --git a/tests/test_parameter_estimation.py b/tests/test_parameter_estimation.py index 31e3d3c..5e10ce5 100644 --- a/tests/test_parameter_estimation.py +++ b/tests/test_parameter_estimation.py @@ -464,10 +464,8 @@ def _fake_run_estimation(*args, **kwargs): pw._on_run(None) # If `_on_run` ever returns before calling `run_estimation` (e.g. a - # future regression re-introducing param-order instability -- see - # ai-docs/UPSTREAM_ISSUES.md #4 for the CADET-Process bug this caught, - # and cadetprocessadapter.py's `build_parameter_config_spec` for the fix), - # surface *why* via the guard-clause message instead of a bare KeyError. + # future regression re-introducing param-order instability), surface + # *why* via the guard-clause message instead of a bare KeyError. assert "starts" in captured, ( f"run_estimation was never called; pw.status was: {pw.status.value!r}" ) diff --git a/tests/test_sidebar_shell.py b/tests/test_sidebar_shell.py new file mode 100644 index 0000000..bf976ce --- /dev/null +++ b/tests/test_sidebar_shell.py @@ -0,0 +1,116 @@ +from __future__ import annotations + +import ipywidgets as W +import pytest +from cadetgui.widgets._sidebar_shell import ( + SidebarShell, + collect_panes, + resolve_step, + validate_steps, +) + + +def _pane() -> W.Widget: + return W.HTML("pane") + + +def test_sidebar_shell_shows_only_the_first_pane_initially(): + a, b = _pane(), _pane() + shell = SidebarShell([("A", a), ("B", b)]) + + assert a.layout.display == "" + assert b.layout.display == "none" + assert shell.nav.index == 0 + + +def test_sidebar_shell_nav_click_switches_the_visible_pane(): + a, b = _pane(), _pane() + shell = SidebarShell([("A", a), ("B", b)]) + + shell.nav.index = 1 + + assert a.layout.display == "none" + assert b.layout.display == "" + + +def test_sidebar_shell_show_switches_the_visible_pane_and_the_nav(): + a, b = _pane(), _pane() + shell = SidebarShell([("A", a), ("B", b)]) + + shell.show("B") + + assert a.layout.display == "none" + assert b.layout.display == "" + assert shell.nav.value == "B" + + +def test_sidebar_shell_rejects_empty_panes(): + with pytest.raises(ValueError): + SidebarShell([]) + + +def test_sidebar_shell_rejects_duplicate_labels(): + with pytest.raises(ValueError): + SidebarShell([("A", _pane()), ("A", _pane())]) + + +def test_sidebar_shell_combines_arbitrary_widgets_not_just_composite_ones(): + """The whole point of the split: any (label, widget) pairs, not a fixed set.""" + picker = W.Dropdown(options=["x", "y"]) + plot_out = W.Output() + + shell = SidebarShell([("Pick", picker), ("Plot", plot_out)]) + + assert picker.layout.display == "" + assert plot_out.layout.display == "none" + + +def test_validate_steps_accepts_a_subset_of_known(): + validate_steps(("A",), known=("A", "B")) # no raise + + +def test_validate_steps_rejects_anything_outside_known(): + with pytest.raises(ValueError): + validate_steps(("A", "C"), known=("A", "B")) + + +def test_resolve_step_uses_the_given_widget_when_provided(): + widget = object() + + assert resolve_step("A", widget, steps=("A",), factory=object) is widget + + +def test_resolve_step_builds_a_default_when_included_and_nothing_given(): + sentinel = object() + + resolved = resolve_step("A", None, steps=("A", "B"), factory=lambda: sentinel) + + assert resolved is sentinel + + +def test_resolve_step_skips_construction_when_excluded(): + calls = [] + + resolved = resolve_step("A", None, steps=("B",), factory=lambda: calls.append(1)) + + assert resolved is None + assert calls == [] # factory never ran + + +def test_resolve_step_rejects_a_given_widget_for_an_excluded_step(): + with pytest.raises(ValueError): + resolve_step("A", object(), steps=("B",), factory=object) + + +def test_collect_panes_keeps_order_and_drops_none_slots(): + a, c = object(), object() + + panes = collect_panes(("A", "B", "C"), {"A": a, "B": None, "C": c}) + + assert panes == [("A", a), ("C", c)] + + +def test_collect_panes_tolerates_a_slot_missing_from_the_map(): + panes = collect_panes(("A", "B"), {"A": "x"}) + + assert panes == [("A", "x")] diff --git a/tests/test_workbench.py b/tests/test_workbench.py index 79c62ab..8091120 100644 --- a/tests/test_workbench.py +++ b/tests/test_workbench.py @@ -80,3 +80,27 @@ def test_workbench_accepts_prebuilt_widgets(): assert wb.solution is sw assert wb.parameter_estimation is pw assert sw.process is cw.process + + +def test_workbench_include_builds_only_the_requested_steps(): + wb = WorkbenchWidget(include=("Configuration", "Simulation")) + + assert wb.configuration is not None + assert wb.solution is not None + assert wb.parameter_estimation is None + assert list(wb._nav.options) == ["Configuration", "Simulation"] + assert wb.solution.process is wb.configuration.process + + +def test_workbench_include_rejects_unknown_step(): + with pytest.raises(ValueError): + WorkbenchWidget(include=("Configuration", "Not A Step")) + + +def test_workbench_include_rejects_widget_for_excluded_step(): + from cadetgui.widgets.composite import ParameterEstimationWidget + + with pytest.raises(ValueError): + WorkbenchWidget( + include=("Configuration",), parameter_estimation=ParameterEstimationWidget() + ) From 722f7e7f9a9b7afbb37506ccaae28da85af6e960 Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Mon, 21 Sep 2026 11:11:02 +0200 Subject: [PATCH 070/158] Update gitignore --- .gitignore | 2 ++ 1 file changed, 2 insertions(+) diff --git a/.gitignore b/.gitignore index 6897669..5fdeb03 100644 --- a/.gitignore +++ b/.gitignore @@ -11,3 +11,5 @@ results_* # AI-assisted development notes (local working docs, not for the repo yet) ai-docs/ + +presentations/ From 0731bcfc66b2f8def15a3141038805c7c7a10122 Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Tue, 22 Sep 2026 09:06:20 +0200 Subject: [PATCH 071/158] Add instruments and switch to phased process --- cadetgui/cadetprocessadapter.py | 346 ++++++------- cadetgui/configuration_store.py | 32 +- cadetgui/parameter_estimation.py | 2 +- cadetgui/run_store.py | 133 +++++ cadetgui/widgets/composite/__init__.py | 2 + cadetgui/widgets/composite/configuration.py | 338 +++++++------ cadetgui/widgets/composite/instrument.py | 302 ++++++++++++ .../widgets/composite/parameter_estimation.py | 2 +- cadetgui/widgets/composite/run_history.py | 123 ++++- cadetgui/widgets/composite/solution.py | 59 ++- cadetgui/widgets/composite/workbench.py | 46 +- examples/configuration_and_solution.ipynb | 78 ++- examples/custom_sidebar.ipynb | 13 +- examples/webapp/app.ipynb | 75 ++- tests/test_configuration.py | 459 ++++++++---------- tests/test_configuration_store.py | 18 +- tests/test_parameter_estimation.py | 40 +- tests/test_parameter_estimation_adapter.py | 8 +- tests/test_run_history.py | 78 +++ tests/test_run_store.py | 106 ++++ tests/test_solution.py | 113 ++++- tests/test_workbench.py | 37 +- 22 files changed, 1688 insertions(+), 722 deletions(-) create mode 100644 cadetgui/run_store.py create mode 100644 cadetgui/widgets/composite/instrument.py create mode 100644 tests/test_run_store.py diff --git a/cadetgui/cadetprocessadapter.py b/cadetgui/cadetprocessadapter.py index a5a3420..a252362 100644 --- a/cadetgui/cadetprocessadapter.py +++ b/cadetgui/cadetprocessadapter.py @@ -3,22 +3,26 @@ from dataclasses import dataclass, field from typing import Any, Callable, Dict, Literal, Mapping, Optional, Sequence -from CADETProcess.modelBuilder import LWE, BatchElution +from CADETProcess.instruments import ( + LWE, + Breakthrough, + LCFlowSheet, + PulseInjection, + Step, + StepElution, +) from CADETProcess.processModel import ( BindingBaseClass, ChromatographicColumnBase, ComponentSystem, Cstr, - FlowSheet, GeneralRateModel, Inlet, Langmuir, Linear, LumpedRateModelWithoutPores, LumpedRateModelWithPores, - NoBinding, Outlet, - Process, StericMassAction, ) @@ -70,41 +74,34 @@ def parse_float_list(v: Any) -> list[float]: # Units: mol/m^3_IV (inlet.rst CONST_COEFF), s (solver.rst SECTION_TIMES), # flow_rate m^3/s by consistency with CADET-Core's other flow-rate fields. # -# Concentration fields (c_feed, c_load, c_salt_low, c_salt_high, c_eluent) -# aren't here -- they're per-component (`Inlet.c`), built by -# `_concentration_field()` per model-spec call instead. +# Concentration fields (c_buffer_a, c_buffer_b, c_sample) aren't here -- +# they're per-component (`Inlet.c`), built by `_concentration_field()` per +# model-spec call instead. PARAMS: dict[str, FieldSpec] = { "flow_rate": FieldSpec( "flow_rate", "float", "Flow rate", 1.0e-6, validate=require_positive, units="m^3/s", ), - "feed_duration": FieldSpec( - "feed_duration", "float", "Feed duration", 60.0, - validate=require_positive, units="s", - ), - "load_duration": FieldSpec( - "load_duration", "float", "Load duration", 60.0, - validate=require_positive, units="s", + "flow_rate_wash": FieldSpec( + "flow_rate_wash", "float", "Flow rate", 1.0e-6, + validate=require_positive, units="m^3/s", ), "cycle_time": FieldSpec( "cycle_time", "float", "Cycle time", 6000.0, validate=require_positive, units="s", ), - "pulse_duration": FieldSpec( - "pulse_duration", "float", "Pulse duration", 60.0, + "delta_t_wash": FieldSpec( + "delta_t_wash", "float", "Wash duration", 600.0, validate=require_positive, units="s", ), - "wash_duration": FieldSpec( - "wash_duration", "float", "Wash duration", 10.0, + "delta_t_elute": FieldSpec( + "delta_t_elute", "float", "Elution duration", 1200.0, validate=require_positive, units="s", ), - "gradient_duration": FieldSpec( - "gradient_duration", "float", "Gradient duration", 10.0, + "delta_t_final_wash": FieldSpec( + "delta_t_final_wash", "float", "Final wash duration", 600.0, validate=require_positive, units="s", ), - "final_wash_duration": FieldSpec( - "final_wash_duration", "float", "Final wash duration", 10.0, units="s", - ), } @@ -115,12 +112,6 @@ class ModelSpec: title: str fields: list[FieldSpec] = field(default_factory=list) build: Callable[[Mapping[str, Any]], Any] | None = None - # Script lines constructing `process` from `column`/`component_system`, for - # export_script(). None means the default `Cls(column=column, **values)` - # pattern (true for a CADET-Process model-builder like BatchElution/LWE); - # a model that wires its own flow sheet instead (e.g. Pulse Feed) provides - # its own. - export: Callable[[Mapping[str, Any]], list[str]] | None = None def _pick(keys: Sequence[str]) -> list[FieldSpec]: @@ -128,10 +119,10 @@ def _pick(keys: Sequence[str]) -> list[FieldSpec]: def _concentration_field( - name: str, label: str, default_scalar: float, unit: Any + name: str, label: str, default_scalar: float, component_system: ComponentSystem ) -> FieldSpec: - """Per-component concentration field, sized/named from the unit's ComponentSystem.""" - names = tuple(unit.component_system.names) + """Per-component concentration field, sized/named from the given ComponentSystem.""" + names = tuple(component_system.names) n_comp = len(names) or 1 return FieldSpec( name, "float_list", label, [default_scalar] * n_comp, @@ -139,205 +130,168 @@ def _concentration_field( ) -def batch_elution_spec(column: ChromatographicColumnBase) -> ModelSpec: - """Build the Batch Elution model's ModelSpec for the given column.""" +def pulse_injection_spec(flow_sheet: LCFlowSheet) -> ModelSpec: + """Build the Pulse Injection template's ModelSpec for the given instrument.""" + cs = flow_sheet.component_system def _build(v: Mapping[str, Any]) -> Any: - return BatchElution( - column=column, - c_feed=v["c_feed"], - flow_rate=float(v["flow_rate"]), - feed_duration=float(v["feed_duration"]), + return PulseInjection( + "pulse_injection", flow_sheet, + c_buffer_a=v["c_buffer_a"], + c_sample=v["c_sample"], cycle_time=float(v["cycle_time"]), - c_eluent=v["c_eluent"], + flow_rate=float(v["flow_rate"]), ) fields = [ - _concentration_field("c_feed", "Feed concentration", 10.0, column), - *_pick(["flow_rate", "feed_duration", "cycle_time"]), - _concentration_field("c_eluent", "Eluent concentration", 0.0, column), + _concentration_field("c_buffer_a", "Buffer A concentration", 0.0, cs), + _concentration_field("c_sample", "Sample concentration", 10.0, cs), + *_pick(["cycle_time", "flow_rate"]), ] - return ModelSpec(title="Batch Elution", fields=fields, build=_build) + return ModelSpec(title="Pulse Injection", fields=fields, build=_build) -def lwe_spec(column: ChromatographicColumnBase) -> ModelSpec: - """Build the Load-Wash-Elute model's ModelSpec for the given column.""" +def step_spec(flow_sheet: LCFlowSheet) -> ModelSpec: + """Build the Step template's ModelSpec for the given instrument.""" + cs = flow_sheet.component_system def _build(v: Mapping[str, Any]) -> Any: - return LWE( - column=column, - c_load=v["c_load"], - c_salt_low=v["c_salt_low"], - c_salt_high=v["c_salt_high"], + return Step( + "step", flow_sheet, + c_buffer_a=v["c_buffer_a"], + c_buffer_b=v["c_buffer_b"], + cycle_time=float(v["cycle_time"]), flow_rate=float(v["flow_rate"]), - load_duration=float(v["load_duration"]), - wash_duration=float(v["wash_duration"]), - gradient_duration=float(v["gradient_duration"]), - final_wash_duration=float(v["final_wash_duration"]), ) fields = [ - _concentration_field("c_load", "Load concentration", 50.0, column), - _concentration_field("c_salt_low", "Low-salt buffer", 50.0, column), - _concentration_field("c_salt_high", "High-salt buffer", 500.0, column), - *_pick([ - "flow_rate", "load_duration", "wash_duration", "gradient_duration", - "final_wash_duration", - ]), + _concentration_field("c_buffer_a", "Buffer A concentration", 0.0, cs), + _concentration_field("c_buffer_b", "Buffer B concentration", 1000.0, cs), + *_pick(["cycle_time", "flow_rate"]), ] - return ModelSpec(title="Load–Wash–Elute (LWE)", fields=fields, build=_build) + return ModelSpec(title="Step", fields=fields, build=_build) -def pulse_feed_spec(unit: Any) -> ModelSpec: - """Build the Pulse Feed (Single Component) model's ModelSpec for the given unit. +def lwe_spec(flow_sheet: LCFlowSheet) -> ModelSpec: + """Build the Load-Wash-Elute template's ModelSpec for the given instrument. - Unlike Batch Elution/LWE, this isn't a CADET-Process model-builder class -- - there is no predefined one for a plain feed-into-unit setup -- so it wires - the flow sheet and events directly. Works with any unit operation, not - just a `ChromatographicColumnBase` (e.g. `Cstr`, which isn't one). + `flow_rate_elute`/`flow_rate_final_wash` aren't exposed separately here -- + both default to `flow_rate_wash` (CADET-Process's own default), a + deliberately narrower slice than the full three-flow-rate constructor. """ - names = tuple(unit.component_system.names) - - def _c_feed(v: Mapping[str, Any]) -> list[float]: - c_feed = [0.0] * (len(names) or 1) - if v["component"] in names: - c_feed[names.index(v["component"])] = float(v["concentration"]) - return c_feed + cs = flow_sheet.component_system def _build(v: Mapping[str, Any]) -> Any: - component_system = unit.component_system - feed = Inlet(component_system, name="feed") - feed.flow_rate = float(v["flow_rate"]) - outlet = Outlet(component_system, name="outlet") - - flow_sheet = FlowSheet(component_system) - flow_sheet.add_unit(feed, feed_inlet=True) - flow_sheet.add_unit(unit) - flow_sheet.add_unit(outlet, product_outlet=True) - flow_sheet.add_connection(feed, unit) - flow_sheet.add_connection(unit, outlet) - - process = Process(flow_sheet, "Pulse Feed") - process.cycle_time = float(v["cycle_time"]) - process.add_duration("pulse_duration", float(v["pulse_duration"])) - - c_feed = _c_feed(v) - process.add_event("pulse_on", "flow_sheet.feed.c", c_feed) - process.add_event("pulse_off", "flow_sheet.feed.c", [0.0] * len(c_feed)) - process.add_event_dependency("pulse_off", ["pulse_on", "pulse_duration"], [1, 1]) - return process - - def _export(v: Mapping[str, Any]) -> list[str]: - c_feed = _c_feed(v) - c_off = [0.0] * len(c_feed) - return [ - "", - "feed = Inlet(component_system, name='feed')", - f"feed.flow_rate = {float(v['flow_rate'])!r}", - "outlet = Outlet(component_system, name='outlet')", - "", - "flow_sheet = FlowSheet(component_system)", - "flow_sheet.add_unit(feed, feed_inlet=True)", - "flow_sheet.add_unit(column)", - "flow_sheet.add_unit(outlet, product_outlet=True)", - "flow_sheet.add_connection(feed, column)", - "flow_sheet.add_connection(column, outlet)", - "", - "process = Process(flow_sheet, 'Pulse Feed')", - f"process.cycle_time = {float(v['cycle_time'])!r}", - f"process.add_duration('pulse_duration', {float(v['pulse_duration'])!r})", - f"process.add_event('pulse_on', 'flow_sheet.feed.c', {c_feed!r})", - f"process.add_event('pulse_off', 'flow_sheet.feed.c', {c_off!r})", - "process.add_event_dependency('pulse_off', ['pulse_on', 'pulse_duration'], [1, 1])", - ] + return LWE( + "lwe", flow_sheet, + c_buffer_a=v["c_buffer_a"], + c_buffer_b=v["c_buffer_b"], + c_sample=v["c_sample"], + delta_t_wash=float(v["delta_t_wash"]), + delta_t_elute=float(v["delta_t_elute"]), + delta_t_final_wash=float(v["delta_t_final_wash"]), + flow_rate_wash=float(v["flow_rate_wash"]), + ) fields = [ - FieldSpec( - "component", "choice", "Component", names[0] if names else None, - options=tuple((n, n) for n in names), - ), - FieldSpec( - "concentration", "float", "Pulse concentration", 10.0, units=CONCENTRATION_UNITS, - ), - *_pick(["flow_rate", "pulse_duration", "cycle_time"]), + _concentration_field("c_buffer_a", "Buffer A concentration", 20.0, cs), + _concentration_field("c_buffer_b", "Buffer B concentration", 1000.0, cs), + _concentration_field("c_sample", "Sample concentration", 20.0, cs), + *_pick(["delta_t_wash", "delta_t_elute", "delta_t_final_wash", "flow_rate_wash"]), ] - return ModelSpec( - title="Pulse Feed (Single Component)", fields=fields, build=_build, export=_export - ) - - -# CLR/Flip-Flop/MRSSR templates are intentionally not registered yet. -MODEL_REGISTRY: dict[str, Callable[[Any], ModelSpec]] = { - "Batch Elution": batch_elution_spec, - "Load–Wash–Elute (LWE)": lwe_spec, - "Pulse Feed (Single Component)": pulse_feed_spec, -} + return ModelSpec(title="Load–Wash–Elute (LWE)", fields=fields, build=_build) -ColumnFactory = Callable[[ComponentSystem], ChromatographicColumnBase] +def step_elution_spec(flow_sheet: LCFlowSheet) -> ModelSpec: + """Build the Step Elution template's ModelSpec for the given instrument. -def make_grm(cs: ComponentSystem) -> ChromatographicColumnBase: - """Build a General Rate Model column for the given component system.""" - col = GeneralRateModel(cs, name="GRM") - return col + Same scope note as `lwe_spec`: only `flow_rate_wash` is exposed. + """ + cs = flow_sheet.component_system + def _build(v: Mapping[str, Any]) -> Any: + return StepElution( + "step_elution", flow_sheet, + c_buffer_a=v["c_buffer_a"], + c_buffer_b=v["c_buffer_b"], + c_sample=v["c_sample"], + delta_t_wash=float(v["delta_t_wash"]), + delta_t_elute=float(v["delta_t_elute"]), + delta_t_final_wash=float(v["delta_t_final_wash"]), + flow_rate_wash=float(v["flow_rate_wash"]), + ) -def make_lrmp(cs: ComponentSystem) -> ChromatographicColumnBase: - """Build a Lumped Rate Model With Pores column for the given component system.""" - col = LumpedRateModelWithPores(cs, name="LRMP") - return col + fields = [ + _concentration_field("c_buffer_a", "Buffer A concentration", 20.0, cs), + _concentration_field("c_buffer_b", "Buffer B concentration", 1000.0, cs), + _concentration_field("c_sample", "Sample concentration", 20.0, cs), + *_pick(["delta_t_wash", "delta_t_elute", "delta_t_final_wash", "flow_rate_wash"]), + ] + return ModelSpec(title="Step Elution", fields=fields, build=_build) -def make_lrm(cs: ComponentSystem) -> ChromatographicColumnBase: - """Build a Lumped Rate Model Without Pores column for the given component system.""" - col = LumpedRateModelWithoutPores(cs, name="LRM") - return col +def breakthrough_spec(flow_sheet: LCFlowSheet) -> ModelSpec: + """Build the Breakthrough template's ModelSpec for the given instrument.""" + cs = flow_sheet.component_system + def _build(v: Mapping[str, Any]) -> Any: + return Breakthrough( + "breakthrough", flow_sheet, + c_sample=v["c_sample"], + flow_rate=float(v["flow_rate"]), + cycle_time=float(v["cycle_time"]), + sample_buffer=v["sample_buffer"], + ) -def make_cstr(cs: ComponentSystem) -> ChromatographicColumnBase: - """Build a CSTR column for the given component system.""" - col = Cstr(cs, name="CSTR") - return col + fields = [ + _concentration_field("c_sample", "Sample concentration", 10.0, cs), + *_pick(["flow_rate", "cycle_time"]), + FieldSpec( + "sample_buffer", "choice", "Sample delivered via", "F", + options=( + ("Feed inlet (F)", "F"), ("Buffer A", "A"), ("Buffer B", "B"), + ("Buffer C", "C"), ("Buffer D", "D"), + ), + ), + ] + return ModelSpec(title="Breakthrough", fields=fields, build=_build) -# Dict keys double as the dropdown's option labels, written out in full. -DEFAULT_COLUMN_FACTORIES: Dict[str, ColumnFactory] = { - "General Rate Model (GRM)": make_grm, - "Lumped Rate Model With Pores (LRMP)": make_lrmp, - "Lumped Rate Model Without Pores (LRM)": make_lrm, - "Continuous Stirred Tank Reactor (CSTR)": make_cstr, +# PhasedProcess's fully generic phase-list composition is out of scope here -- +# see REQUIREMENTS.md's "generic user-authored event widget" open decision. +INSTRUMENT_TEMPLATES: dict[str, Callable[[LCFlowSheet], ModelSpec]] = { + "Pulse Injection": pulse_injection_spec, + "Step": step_spec, + "Load–Wash–Elute (LWE)": lwe_spec, + "Step Elution": step_elution_spec, + "Breakthrough": breakthrough_spec, } -BindingFactory = Callable[[ComponentSystem], BindingBaseClass] - - -def make_no_binding(cs: ComponentSystem) -> BindingBaseClass: - """Build a NoBinding model for the given component system.""" - return NoBinding(cs, name="NoBinding") - - -def make_linear_binding(cs: ComponentSystem) -> BindingBaseClass: - """Build a Linear binding model for the given component system.""" - return Linear(cs, name="Linear") - - -def make_langmuir_binding(cs: ComponentSystem) -> BindingBaseClass: - """Build a Langmuir binding model for the given component system.""" - return Langmuir(cs, name="Langmuir") - - -def make_sma_binding(cs: ComponentSystem) -> BindingBaseClass: - """Build a Steric Mass Action binding model for the given component system.""" - return StericMassAction(cs, name="StericMassAction") +# Units `LCFlowSheet(bypass_units=...)` accepts (CADET-Process's own +# `_BYPASSABLE` set, not exported -- mirrored here rather than reached into). +BYPASSABLE_UNITS: tuple[str, ...] = ( + "mixer", "tubing_pre_injection", "tubing_pre_column", + "column", "tubing_post_column", "tubing_detectors", +) +# `LCFlowSheet(ColumnModel=...)` takes the class itself -- it instantiates and +# names the column ("column") internally, so this is a plain class registry, +# not an instance-factory like the old `DEFAULT_COLUMN_FACTORIES`. CSTR isn't +# a `ChromatographicColumnBase` and doesn't fit LCFlowSheet's column slot -- +# it's not carried forward from the old "Pulse Feed" workaround, which is gone. +COLUMN_MODELS: Dict[str, type] = { + "General Rate Model (GRM)": GeneralRateModel, + "Lumped Rate Model With Pores (LRMP)": LumpedRateModelWithPores, + "Lumped Rate Model Without Pores (LRM)": LumpedRateModelWithoutPores, +} -# "None" first so a ChoiceField over this dict defaults to it, matching -# CADET-Process's own default (an unconfigured column already has NoBinding). -DEFAULT_BINDING_FACTORIES: Dict[str, BindingFactory] = { - "None": make_no_binding, - "Linear": make_linear_binding, - "Langmuir": make_langmuir_binding, - "Steric Mass Action (SMA)": make_sma_binding, +# "None" first so a ChoiceField over this dict defaults to it -- LCFlowSheet +# leaves the column's own default (NoBinding) in place when BindingModel=None. +BINDING_MODELS: Dict[str, Optional[type]] = { + "None": None, + "Linear": Linear, + "Langmuir": Langmuir, + "Steric Mass Action (SMA)": StericMassAction, } @@ -556,7 +510,10 @@ def classify_signal_ports(result: Any) -> list[tuple[str, tuple[str, str]]]: outlet is the common case (`ChoiceField.set_options(..., keep_value=True)` defaults to index 0 when nothing was previously selected, so this is what determines the signal picker's default in both `SolutionWidget` and - `ParameterEstimationWidget`). + `ParameterEstimationWidget`). An `LCFlowSheet` always has two Outlets + (`outlet`, the product; `waste`) -- the unit literally named `"outlet"` is + sorted first among sinks, not just "any Outlet", so `waste` stays a valid + but secondary choice rather than competing for the default. """ units = result.process.flow_sheet.units_dict sinks: list[tuple[str, tuple[str, str]]] = [] @@ -568,8 +525,9 @@ def classify_signal_ports(result: Any) -> list[tuple[str, tuple[str, str]]]: others.append((f"{unit_name}: Source", (unit_name, "outlet"))) elif isinstance(unit, Outlet): if "inlet" in ports: - sinks.append((f"{unit_name}: Sink", (unit_name, "inlet"))) + sinks.append((unit_name, f"{unit_name}: Sink", (unit_name, "inlet"))) else: for port in ports: others.append((f"{unit_name}: {port}", (unit_name, port))) - return sinks + others + sinks.sort(key=lambda entry: entry[0] != "outlet") + return [(label, value) for _, label, value in sinks] + others diff --git a/cadetgui/configuration_store.py b/cadetgui/configuration_store.py index 4c45519..366433a 100644 --- a/cadetgui/configuration_store.py +++ b/cadetgui/configuration_store.py @@ -12,6 +12,7 @@ from . import __version__ as _cadetgui_version __all__ = [ + "InstrumentState", "ConfigurationState", "compute_hash", "default_store_dir", @@ -24,12 +25,24 @@ @dataclass(frozen=True) -class ConfigurationState: - """The hashed, JSON-safe payload needed to reconstruct a ConfigurationWidget.""" +class InstrumentState: + """The hashed, JSON-safe payload needed to reconstruct an InstrumentWidget.""" components: List[str] column_key: str binding_key: str + include_sample_loop: bool = True + sample_loop_volume: float = 50e-9 + sample_loop_diameter_auto: bool = True + sample_loop_diameter: float = 0.75e-3 + bypass_units: List[str] = field(default_factory=list) + + +@dataclass(frozen=True) +class ConfigurationState: + """The hashed, JSON-safe payload needed to reconstruct a ConfigurationWidget.""" + + instrument: InstrumentState template_key: str multiplex_state: Dict[str, bool] = field(default_factory=dict) show_optional_column: bool = False @@ -118,10 +131,19 @@ def load_h5(path: "Path | str") -> Tuple[str, ConfigurationState]: raise ValueError(f"{path} has no 'cadetgui' group -- not a saved configuration.") payload = gui["state"] + instrument_payload = payload["instrument"] + instrument = InstrumentState( + components=instrument_payload["components"], + column_key=instrument_payload["column_key"], + binding_key=instrument_payload["binding_key"], + include_sample_loop=instrument_payload.get("include_sample_loop", True), + sample_loop_volume=instrument_payload.get("sample_loop_volume", 50e-9), + sample_loop_diameter_auto=instrument_payload.get("sample_loop_diameter_auto", True), + sample_loop_diameter=instrument_payload.get("sample_loop_diameter", 0.75e-3), + bypass_units=list(instrument_payload.get("bypass_units", [])), + ) state = ConfigurationState( - components=payload["components"], - column_key=payload["column_key"], - binding_key=payload["binding_key"], + instrument=instrument, template_key=payload["template_key"], multiplex_state=payload.get("multiplex_state", {}), show_optional_column=payload.get("show_optional_column", False), diff --git a/cadetgui/parameter_estimation.py b/cadetgui/parameter_estimation.py index 00afdf8..7a96e84 100644 --- a/cadetgui/parameter_estimation.py +++ b/cadetgui/parameter_estimation.py @@ -178,7 +178,7 @@ def _register_variables( # otherwise) -- without it every variable is optimized in its own # raw, wildly different units (e.g. porosity ~0.7 next to axial # dispersion ~1e-8), which Nelder-Mead's simplex handles poorly. - normalization="auto", + transform="auto", **kwargs, ) diff --git a/cadetgui/run_store.py b/cadetgui/run_store.py new file mode 100644 index 0000000..265be12 --- /dev/null +++ b/cadetgui/run_store.py @@ -0,0 +1,133 @@ +from __future__ import annotations + +import datetime as dt +import json +import uuid +from dataclasses import asdict, dataclass +from pathlib import Path +from typing import Any, List, Optional + +from . import __version__ as _cadetgui_version + +__all__ = [ + "RunRecordState", + "default_run_store_dir", + "new_run_id", + "run_output_path", + "save_run", + "load_run", + "list_runs", + "load_run_results", +] + + +@dataclass(frozen=True) +class RunRecordState: + """Persisted run metadata. The raw CADET-Core output (if any) is a sibling `.h5`.""" + + run_id: str + label: str + timestamp: str + ok: bool + config_hash: Optional[str] = None + config_name: Optional[str] = None + error: Optional[str] = None + cadetgui_version: str = _cadetgui_version + + +def default_run_store_dir() -> Path: + """Local directory saved run records live in, if a caller doesn't pick one.""" + store_dir = Path.home() / ".cadetgui" / "runs" + store_dir.mkdir(parents=True, exist_ok=True) + return store_dir + + +def new_run_id() -> str: + """Return a fresh identifier for one run, shared by its manifest and raw-output file.""" + return uuid.uuid4().hex + + +def _manifest_path(run_id: str, store_dir: Path) -> Path: + return store_dir / f"{run_id}.json" + + +def run_output_path(run_id: str, *, store_dir: Optional[Path] = None) -> Path: + """Where a run's raw CADET-Core output h5 belongs, whether or not it exists yet. + + Only meaningful for the file-based simulator path (`Cadet(use_dll=False)`, + the default) -- a run made via the CAPI (`use_dll=True`) never writes one. + """ + store_dir = store_dir or default_run_store_dir() + return store_dir / f"{run_id}.h5" + + +def save_run( + run_id: str, + label: str, + *, + ok: bool, + config_hash: Optional[str] = None, + config_name: Optional[str] = None, + error: Optional[str] = None, + store_dir: Optional[Path] = None, +) -> RunRecordState: + """Write one run's metadata. + + The caller is responsible for the raw output file, if any -- it must + already sit at `run_output_path(run_id, store_dir=store_dir)` before this + is called with `ok=True`. + """ + store_dir = store_dir or default_run_store_dir() + store_dir.mkdir(parents=True, exist_ok=True) + state = RunRecordState( + run_id=run_id, + label=label, + timestamp=dt.datetime.now().isoformat(), + ok=ok, + config_hash=config_hash, + config_name=config_name, + error=error, + ) + _manifest_path(run_id, store_dir).write_text(json.dumps(asdict(state), indent=2)) + return state + + +def load_run(run_id: str, *, store_dir: Optional[Path] = None) -> RunRecordState: + """Read one run's metadata by id.""" + store_dir = store_dir or default_run_store_dir() + path = _manifest_path(run_id, store_dir) + if not path.exists(): + raise FileNotFoundError(f"No recorded run {run_id!r} in {store_dir}.") + return RunRecordState(**json.loads(path.read_text())) + + +def list_runs(*, store_dir: Optional[Path] = None) -> List[RunRecordState]: + """List every recorded run, newest first. Silently skips unreadable manifests.""" + store_dir = store_dir or default_run_store_dir() + paths = sorted(store_dir.glob("*.json"), key=lambda p: p.stat().st_mtime, reverse=True) + records = [] + for path in paths: + try: + records.append(RunRecordState(**json.loads(path.read_text()))) + except Exception: # noqa: BLE001 + continue + return records + + +def load_run_results( + run: RunRecordState, process: Any, *, store_dir: Optional[Path] = None +) -> Any: + """Reconstruct a real SimulationResults for a persisted run from its rebuilt Process. + + `process` must already reflect the same configuration the run was made + against (e.g. via `ConfigurationWidget.import_from_store(run.config_hash)`) + -- this only re-reads the stored solver output, it never re-simulates. + """ + if not run.ok: + raise ValueError(f"Run {run.run_id!r} recorded a failure, not a result.") + output_path = run_output_path(run.run_id, store_dir=store_dir) + if not output_path.exists(): + raise FileNotFoundError(f"No stored output for run {run.run_id!r} at {output_path}.") + from CADETProcess.simulator import Cadet + + return Cadet().load_simulation_results(process, output_path) diff --git a/cadetgui/widgets/composite/__init__.py b/cadetgui/widgets/composite/__init__.py index 284717b..06caea9 100644 --- a/cadetgui/widgets/composite/__init__.py +++ b/cadetgui/widgets/composite/__init__.py @@ -1,12 +1,14 @@ """Task widgets assembled from elements + forms.""" from .configuration import ConfigurationWidget from .data_import import DataImportWidget, ExperimentalDataset +from .instrument import InstrumentWidget from .parameter_estimation import ParameterEstimationWidget from .run_history import RunHistoryWidget, RunRecord from .solution import SolutionWidget from .workbench import WorkbenchWidget __all__ = [ + "InstrumentWidget", "ConfigurationWidget", "SolutionWidget", "RunHistoryWidget", diff --git a/cadetgui/widgets/composite/configuration.py b/cadetgui/widgets/composite/configuration.py index 291f63d..c353353 100644 --- a/cadetgui/widgets/composite/configuration.py +++ b/cadetgui/widgets/composite/configuration.py @@ -4,40 +4,42 @@ from typing import Any, Callable, Dict, List, Mapping, Optional import ipywidgets as W +from CADETProcess.instruments import LCFlowSheet from CADETProcess.processModel import ComponentSystem from ...cadetprocessadapter import ( + BYPASSABLE_UNITS, CONCENTRATION_UNITS, - DEFAULT_BINDING_FACTORIES, - DEFAULT_COLUMN_FACTORIES, - MODEL_REGISTRY, + INSTRUMENT_TEMPLATES, MULTIPLEXABLE_COLUMN_PARAMS, PARAMS, - batch_elution_spec, build_parameter_config_spec, lwe_spec, require_positive, + step_elution_spec, ) from ...configuration_store import ConfigurationState from .._chrome import style_tag from .._settings_popover import SettingsPopover from ..elements import ( ChoiceField, - ComponentListField, EventTimelineChart, FloatField, ) from ..forms import FormRenderer from .configuration_persistence import ConfigurationPersistence +from .instrument import InstrumentWidget __all__ = ["ConfigurationWidget"] _CYCLE_TIME_SLIDER_MAX_SECONDS = 300.0 * 60.0 _DEFAULT_CONFIG_NAME = "New Experiment" -# These templates model a buffer/salt gradient against a load, which is +# These templates model a buffer/salt gradient against a load/sample, which is # meaningless with a single component -- auto-add a second one on selection. -_TEMPLATES_REQUIRING_MULTIPLE_COMPONENTS = frozenset({batch_elution_spec, lwe_spec}) +# Pulse Injection/Step/Breakthrough stay single-component-friendly on purpose +# (a non-binding tracer pulse is the standard characterization experiment). +_TEMPLATES_REQUIRING_MULTIPLE_COMPONENTS = frozenset({lwe_spec, step_elution_spec}) def _round_10sf(v: float) -> float: @@ -51,9 +53,12 @@ def _key_for_value(registry: Mapping[str, Any], value: Any) -> Optional[str]: class ConfigurationWidget: - """Pick a unit operation + binding model + model-builder template, build a process. + """Pick a process template and configure it against a bound InstrumentWidget. - Rebuilds its forms whenever the component count, column, binding model, or + Column/binding *type* and topology live on the bound `InstrumentWidget` + (see `bind_to_instrument`); this widget renders their *parameter* forms + (against `instrument.flow_sheet.column`/`.column.binding_model`) plus the + process-template form. Rebuilds whenever the bound instrument or the process-template selection changes. `.process` holds the latest successfully-built object; `add_listener` registers a callback that fires with it on every successful build. @@ -62,15 +67,11 @@ class ConfigurationWidget: def __init__( self, *, - registry: Optional[Dict[str, Callable[[Any], Any]]] = None, - columns: Optional[Dict[str, Callable[[ComponentSystem], Any]]] = None, - binding_registry: Optional[Dict[str, Callable[[ComponentSystem], Any]]] = None, + instrument: Optional[InstrumentWidget] = None, + registry: Optional[Dict[str, Callable[[LCFlowSheet], Any]]] = None, ) -> None: - self._registry = registry or MODEL_REGISTRY - self._columns = columns or DEFAULT_COLUMN_FACTORIES - self._binding_registry = binding_registry or DEFAULT_BINDING_FACTORIES - self._column_cache: Dict[Any, Any] = {} - self._binding_cache: Dict[Any, Any] = {} + self._registry = registry or INSTRUMENT_TEMPLATES + self._instrument: Optional[InstrumentWidget] = None self._listeners: List[Callable[[Any], None]] = [] self.process: Any = None self._column_form: Optional[FormRenderer] = None @@ -78,9 +79,9 @@ def __init__( self._model_form: Optional[FormRenderer] = None self._event_sliders: Dict[str, W.FloatSlider] = {} self._cycle_time_minutes_element: Optional[FloatField] = None - # Set around _apply_state()'s picker/component writes so each one's own - # observer doesn't trigger its own full rebuild -- one rebuild for the - # whole restored selection instead of one per field touched. + # Set around _apply_state()'s picker writes so each one's own observer + # doesn't trigger its own full rebuild -- one rebuild for the whole + # restored selection instead of one per field touched. self._suspend_rebuild = False # Column Model gear popover: "Show optional parameters" + one "Enable @@ -128,25 +129,12 @@ def __init__( visible=False, ) - # "Components:" row editor in the Component System section. - self._components = ComponentListField(label="Components:") - self._component_note = W.HTML(layout=W.Layout(display="none")) - self._component_note.add_class("cadetgui-note") - # The three dropdowns sitting above their own form, one per section. - self._column_picker = ChoiceField( - label="Column Model:", options=list(self._columns.items()), - value=self._columns.get("Lumped Rate Model Without Pores (LRM)"), - ) - self._binding_picker = ChoiceField( - label="Binding Model:", options=list(self._binding_registry.items()), - value=self._binding_registry.get("Linear"), - ) self._model_picker = ChoiceField( label="Process Template:", options=list(self._registry.items()) ) # Empty boxes filled in by _rebuild_forms() with each FormRenderer's - # rendered fields once a column/binding model/template is picked. + # rendered fields once an instrument/template is available. self._column_form_box = W.VBox([]) self._binding_form_box = W.VBox([]) self._model_form_box = W.VBox([]) @@ -155,7 +143,7 @@ def __init__( self._event_plot_label = W.HTML("
Event Timeline
") self._event_chart = EventTimelineChart() # Status line at the very bottom of the panel. - self.status = W.HTML("Select a column and model.") + self.status = W.HTML("Bind an Instrument to get started.") self.status.add_class("cadetgui-status") # "Export script" button + the generated-script textarea below it. @@ -172,15 +160,6 @@ def __init__( on_name_change=lambda _name: self._notify(), # e.g. the Simulation tab's process label ) - components_section = W.VBox( - [ - W.HTML("
Component System
"), - self._components, - self._component_note, - ] - ) - components_section.add_class("cadetgui-section") - column_header = W.HBox( [ W.HTML("
Column Model
"), @@ -192,7 +171,6 @@ def __init__( [ column_header, self._column_settings.box, - self._column_picker, self._column_form_box, ] ) @@ -210,7 +188,6 @@ def __init__( [ binding_header, self._binding_settings.box, - self._binding_picker, self._binding_form_box, ] ) @@ -252,7 +229,6 @@ def __init__( W.HTML(style_tag()), W.HTML("
Configuration
"), self.persistence.root, - components_section, column_binding_row, process_section, self._btn_export, @@ -262,12 +238,16 @@ def __init__( ) self.root.add_class("cadetgui-panel") - self._components.observe(self._on_components_change, names="value") - self._column_picker.observe(self._on_selection_change, names="selected_index") - self._binding_picker.observe(self._on_selection_change, names="selected_index") self._model_picker.observe(self._on_model_selection_change, names="selected_index") self._btn_export.on_click(self._on_export) + if instrument is not None: + self.bind_to_instrument(instrument) + + def bind_to_instrument(self, instrument: InstrumentWidget) -> None: + """Track an InstrumentWidget's built flow sheet automatically.""" + self._instrument = instrument + instrument.add_listener(self._on_instrument_changed) self._sync_component_minimum() if not self._maybe_autoadd_component(): self._rebuild_forms() @@ -280,37 +260,30 @@ def _notify(self) -> None: for fn in list(self._listeners): fn(self.process) + @property + def flow_sheet(self) -> Optional[LCFlowSheet]: + """The bound instrument's current flow sheet, or None if unbound/unbuilt.""" + return self._instrument.flow_sheet if self._instrument is not None else None + + @property + def components(self) -> List[str]: + """The bound instrument's current component names, or [] if unbound.""" + return self._instrument.components if self._instrument is not None else [] + def _get_column(self) -> Any: - factory = self._column_picker.value - if factory is None: - return None - if factory not in self._column_cache: - cs = ComponentSystem(self._components.value) - self._column_cache[factory] = factory(cs) - return self._column_cache[factory] + flow_sheet = self.flow_sheet + return getattr(flow_sheet, "column", None) if flow_sheet is not None else None def _get_binding_model(self) -> Any: - factory = self._binding_picker.value column = self._get_column() - if factory is None or column is None: - return None - # Keyed by id(column): a binding model's component_system must be the same - # object as its column's, and each column gets its own. - cache_key = (factory, id(column)) - if cache_key not in self._binding_cache: - self._binding_cache[cache_key] = factory(column.component_system) - return self._binding_cache[cache_key] - - def _on_components_change(self, change: dict) -> None: - if change.get("name") != "value": - return - self._column_cache.clear() - self._binding_cache.clear() - self._rebuild_forms() + return getattr(column, "binding_model", None) if column is not None else None - def _on_selection_change(self, change: dict) -> None: - if change.get("name") != "selected_index": + def _on_instrument_changed(self, _flow_sheet: Any) -> None: + if self._suspend_rebuild: return + self._sync_component_minimum() + if self._maybe_autoadd_component(): + return # setting instrument.components already rebuilt the forms self._rebuild_forms() def _on_model_selection_change(self, change: dict) -> None: @@ -318,7 +291,7 @@ def _on_model_selection_change(self, change: dict) -> None: return self._sync_component_minimum() if self._maybe_autoadd_component(): - return # setting self._components.value already rebuilt the forms + return # setting instrument.components already rebuilt the forms self._rebuild_forms() def _required_min_components(self) -> int: @@ -326,28 +299,19 @@ def _required_min_components(self) -> int: return 2 if model_fn in _TEMPLATES_REQUIRING_MULTIPLE_COMPONENTS else 1 def _sync_component_minimum(self) -> None: - """Raise/lower the component list's floor to match the selected template. - - Also drives the info note next to it and (via `min_components`) greys - out the list's remove button once the row count hits the floor. - """ - required = self._required_min_components() - self._components.min_components = required - if required > 1: - self._component_note.value = ( - "The process template you selected does not allow less than" - f" {required} components." - ) - self._component_note.layout.display = "" - else: - self._component_note.layout.display = "none" + """Raise/lower the bound instrument's component-list floor to match the template.""" + if self._instrument is None: + return + self._instrument.set_min_components(self._required_min_components()) def _maybe_autoadd_component(self) -> bool: """Add a second component when a gradient template needs one but only one exists.""" + if self._instrument is None: + return False required = self._required_min_components() - names = self._components.value + names = self._instrument.components if len(names) < required: - self._components.value = [ + self._instrument.components = [ *names, *(f"Component {i}" for i in range(len(names) + 1, required + 1)), ] @@ -375,26 +339,27 @@ def _on_process_built(self, built: Any) -> None: self.status.value = "Process built." def _snapshot_state(self) -> ConfigurationState: - """Capture the current selection + field values as the hashed save/import payload.""" - if self._column_form is None or self._binding_form is None or self._model_form is None: + """Capture the current selection + field values as the hashed save/import payload. + + `_column_form`/`_binding_form` are legitimately `None` when the + instrument bypasses the column entirely -- only `_model_form` (the + process itself) is required. + """ + if self._instrument is None or self._model_form is None: raise RuntimeError( - "Nothing built yet -- pick a column, binding model, and template first." + "Nothing built yet -- bind an Instrument and pick a template first." ) - column_key = _key_for_value(self._columns, self._column_picker.value) - binding_key = _key_for_value(self._binding_registry, self._binding_picker.value) template_key = _key_for_value(self._registry, self._model_picker.value) - if column_key is None or binding_key is None or template_key is None: + if template_key is None: raise RuntimeError("Current selection isn't in a known registry -- can't snapshot it.") return ConfigurationState( - components=list(self._components.value), - column_key=column_key, - binding_key=binding_key, + instrument=self._instrument.snapshot(), template_key=template_key, multiplex_state=dict(self._multiplex_state), show_optional_column=bool(self._show_optional_column_checkbox.value), show_optional_binding=bool(self._show_optional_binding_checkbox.value), - column_values=self._column_form.collect_values(), - binding_values=self._binding_form.collect_values(), + column_values=self._column_form.collect_values() if self._column_form else {}, + binding_values=self._binding_form.collect_values() if self._binding_form else {}, model_values=self._model_form.collect_values(), ) @@ -428,13 +393,13 @@ def import_from_store(self, hash_: str) -> None: self.persistence.import_from_store(hash_) def _apply_state(self, name: str, state: ConfigurationState) -> None: - """Reconstruct pickers/forms from a saved ConfigurationState.""" - column_factory = self._columns.get(state.column_key) - binding_factory = self._binding_registry.get(state.binding_key) + """Reconstruct the bound instrument/pickers/forms from a saved ConfigurationState.""" + if self._instrument is None: + raise RuntimeError("No Instrument bound -- call bind_to_instrument() first.") template_factory = self._registry.get(state.template_key) - if column_factory is None or binding_factory is None or template_factory is None: + if template_factory is None: raise ValueError( - "Saved configuration references a column, binding model, or template" + "Saved configuration references a process template" " that isn't registered here anymore." ) @@ -446,16 +411,16 @@ def _apply_state(self, name: str, state: ConfigurationState) -> None: checkbox.value = enabled self._show_optional_column_checkbox.value = state.show_optional_column self._show_optional_binding_checkbox.value = state.show_optional_binding - self._components.value = list(state.components) - self._column_picker.value = column_factory - self._binding_picker.value = binding_factory + self._instrument.apply_state(state.instrument) self._model_picker.value = template_factory finally: self._suspend_rebuild = False self._rebuild_forms() - self._column_form.set_values(state.column_values) - self._binding_form.set_values(state.binding_values) + if self._column_form is not None: + self._column_form.set_values(state.column_values) + if self._binding_form is not None: + self._binding_form.set_values(state.binding_values) self._model_form.set_values(state.model_values) self.persistence.set_name(name) @@ -466,7 +431,8 @@ def _rebuild_forms(self) -> None: column = self._get_column() binding_model = self._get_binding_model() model_fn = self._model_picker.value - if column is None or binding_model is None or model_fn is None: + flow_sheet = self.flow_sheet + if flow_sheet is None or model_fn is None: self._column_form_box.children = () self._binding_form_box.children = () self._model_form_box.children = () @@ -474,35 +440,41 @@ def _rebuild_forms(self) -> None: self.persistence.refresh_hash_display() return - column_params = set(getattr(column, "required_parameters", None) or []) - applicable = column_params & MULTIPLEXABLE_COLUMN_PARAMS - for name, checkbox in self._multiplex_checkboxes.items(): - checkbox.layout.display = "" if name in applicable else "none" - # "Show optional parameters" applies to every column model, unlike - # the multiplex checkboxes above -- the gear stays visible regardless - # of `applicable`. - - self._column_form = FormRenderer( - build_parameter_config_spec( - column, - multiplex=self._multiplex_state, - include_optional=self._show_optional_column_checkbox.value, + if column is not None: + column_params = set(getattr(column, "required_parameters", None) or []) + applicable = column_params & MULTIPLEXABLE_COLUMN_PARAMS + for name, checkbox in self._multiplex_checkboxes.items(): + checkbox.layout.display = "" if name in applicable else "none" + + self._column_form = FormRenderer( + build_parameter_config_spec( + column, + multiplex=self._multiplex_state, + include_optional=self._show_optional_column_checkbox.value, + ) ) - ) - self._column_form_box.children = (self._column_form.root,) + self._column_form_box.children = (self._column_form.root,) + else: + self._column_form = None + self._column_form_box.children = () - def _attach_binding(built: Any, col: Any = column) -> None: - col.binding_model = built + if binding_model is not None: - self._binding_form = FormRenderer( - build_parameter_config_spec( - binding_model, include_optional=self._show_optional_binding_checkbox.value - ), - on_built=_attach_binding, - ) - self._binding_form_box.children = (self._binding_form.root,) + def _attach_binding(built: Any, col: Any = column) -> None: + col.binding_model = built + + self._binding_form = FormRenderer( + build_parameter_config_spec( + binding_model, include_optional=self._show_optional_binding_checkbox.value + ), + on_built=_attach_binding, + ) + self._binding_form_box.children = (self._binding_form.root,) + else: + self._binding_form = None + self._binding_form_box.children = () - self._model_form = FormRenderer(model_fn(column), on_built=self._on_process_built) + self._model_form = FormRenderer(model_fn(flow_sheet), on_built=self._on_process_built) self._model_form_box.children = (self._model_form.root,) self._rebuild_event_sliders() # The model form's own on_built=_on_process_built fires from inside the @@ -666,7 +638,7 @@ def _redraw_event_plot(self) -> None: parts = name.split(".") unit_op = parts[-2] if len(parts) >= 2 else name display_name = unit_op.replace("_", " ").capitalize() - component_names = self._components.value + component_names = self._instrument.components if self._instrument else [] for col in range(n_cols): if n_cols == 1: label = display_name @@ -707,59 +679,81 @@ def export_script(self) -> str: """ if ( self.process is None - or self._column_form is None - or self._binding_form is None + or self._instrument is None + or self._instrument.flow_sheet is None or self._model_form is None ): raise RuntimeError( - "Nothing built yet — pick a column, binding model, and process template first." + "Nothing built yet — bind an Instrument and pick a process template first." ) + flow_sheet = self._instrument.flow_sheet column = self._get_column() binding_model = self._get_binding_model() cs_cls = ComponentSystem - col_cls = type(column) - bind_cls = type(binding_model) proc_cls = type(self.process) - model_spec = self._model_form.spec + state = self._instrument.snapshot() imports = [ f"from {cs_cls.__module__} import {cs_cls.__name__}", - f"from {col_cls.__module__} import {col_cls.__name__}", - f"from {bind_cls.__module__} import {bind_cls.__name__}", - f"from {proc_cls.__module__} import {proc_cls.__name__}", + f"from {LCFlowSheet.__module__} import LCFlowSheet", ] - if model_spec.export is not None: - imports.append("from CADETProcess.processModel import FlowSheet, Inlet, Outlet") + if column is not None: + col_cls = type(column) + imports.append(f"from {col_cls.__module__} import {col_cls.__name__}") + if binding_model is not None: + bind_cls = type(binding_model) + imports.append(f"from {bind_cls.__module__} import {bind_cls.__name__}") + imports.append(f"from {proc_cls.__module__} import {proc_cls.__name__}") lines = [ *imports, "", - f"component_system = {cs_cls.__name__}({self._components.value!r})", + f"component_system = {cs_cls.__name__}({state.components!r})", "", - f"column = {col_cls.__name__}(component_system, name={column.name!r})", ] - for name, value in self._column_form.collect_values().items(): - lines.append(f"column.{name} = {value!r}") - lines.append("") - lines.append( - f"column.binding_model = {bind_cls.__name__}(" - f"component_system, name={binding_model.name!r})" - ) - for name, value in self._binding_form.collect_values().items(): - lines.append(f"column.binding_model.{name} = {value!r}") + flow_sheet_kwargs = ["component_system"] + if state.include_sample_loop: + flow_sheet_kwargs.append(f"sample_loop_volume={state.sample_loop_volume!r}") + if not state.sample_loop_diameter_auto: + flow_sheet_kwargs.append(f"sample_loop_diameter={state.sample_loop_diameter!r}") + if column is not None: + flow_sheet_kwargs.append(f"ColumnModel={type(column).__name__}") + if binding_model is not None: + flow_sheet_kwargs.append(f"BindingModel={type(binding_model).__name__}") + if state.bypass_units: + flow_sheet_kwargs.append(f"bypass_units={state.bypass_units!r}") + lines.append("flow_sheet = LCFlowSheet(" + ", ".join(flow_sheet_kwargs) + ")") + + # Mixer/tubing dead-volume geometry has no parameter form (see + # instrument.py's seeding note) -- emit its live values directly. + for unit_name in BYPASSABLE_UNITS: + if unit_name == "column": + continue + unit = getattr(flow_sheet, unit_name, None) + if unit is None: + continue + lines.append("") + for pname in unit.required_parameters: + lines.append(f"flow_sheet.{unit_name}.{pname} = {getattr(unit, pname)!r}") - model_values = self._model_form.collect_values() - if model_spec.export is not None: - lines.extend(model_spec.export(model_values)) - else: + if column is not None: + lines.append("") + for name, value in self._column_form.collect_values().items(): + lines.append(f"flow_sheet.column.{name} = {value!r}") + + if binding_model is not None: lines.append("") - lines.append(f"process = {proc_cls.__name__}(") - lines.append(" column=column,") - for name, value in model_values.items(): - lines.append(f" {name}={value!r},") - lines.append(")") + for name, value in self._binding_form.collect_values().items(): + lines.append(f"flow_sheet.column.binding_model.{name} = {value!r}") + + model_values = self._model_form.collect_values() + lines.append("") + lines.append(f"process = {proc_cls.__name__}({self.process.name!r}, flow_sheet,") + for name, value in model_values.items(): + lines.append(f" {name}={value!r},") + lines.append(")") return "\n".join(lines) diff --git a/cadetgui/widgets/composite/instrument.py b/cadetgui/widgets/composite/instrument.py new file mode 100644 index 0000000..8ab6f07 --- /dev/null +++ b/cadetgui/widgets/composite/instrument.py @@ -0,0 +1,302 @@ +from __future__ import annotations + +from typing import Any, Callable, Dict, List, Optional + +import ipywidgets as W +from CADETProcess.instruments import LCFlowSheet +from CADETProcess.processModel import ComponentSystem + +from ...cadetprocessadapter import BINDING_MODELS, BYPASSABLE_UNITS, COLUMN_MODELS +from ...configuration_store import InstrumentState +from .._chrome import style_tag +from ..elements import ChoiceField, ComponentListField, FloatField + +__all__ = ["InstrumentWidget"] + + +def _key_for_value(registry: Dict[str, Any], value: Any) -> Optional[str]: + """Reverse-lookup a registry's human label for one of its values.""" + return next((k for k, v in registry.items() if v == value), None) + + +# Narrow, deliberate scope: mixer/tubing dead-volume geometry has no parameter +# form in this pass (unlike column/binding, which ConfigurationWidget still +# renders) -- seeded here with small, non-degenerate placeholder values so a +# fresh instrument is immediately simulatable. Real per-unit editing is future +# scope (REQUIREMENTS.md's "numerics/discretization exposure" item). +_TUBING_DIAMETER = 0.5e-3 +_TUBING_LENGTH = 0.1 +_TUBING_AXIAL_DISPERSION = 1e-7 +_MIXER_VOLUME = 1e-6 + + +def _seed_dead_volume_geometry(flow_sheet: LCFlowSheet, bypass: List[str]) -> None: + if "mixer" not in bypass: + flow_sheet.mixer.init_liquid_volume = _MIXER_VOLUME + for name in ( + "tubing_pre_injection", "tubing_pre_column", "tubing_post_column", "tubing_detectors", + ): + if name in flow_sheet: + unit = flow_sheet[name] + unit.diameter = _TUBING_DIAMETER + unit.length = _TUBING_LENGTH + unit.axial_dispersion = _TUBING_AXIAL_DISPERSION + + +class InstrumentWidget: + """Pick a component system, column/binding model type, and LC-system topology. + + Owns exactly what `LCFlowSheet` takes: component system, sample loop, + column/binding model *type* (not their parameter values -- that's + `ConfigurationWidget`'s job once bound, via `flow_sheet.column`/ + `.column.binding_model`), and which units are part of the experiment + (bypass units). Builds and exposes `.flow_sheet`, auto-committing on every + valid change; `add_listener` fires with it on every successful build. + """ + + def __init__( + self, + *, + columns: Optional[Dict[str, type]] = None, + binding_registry: Optional[Dict[str, Optional[type]]] = None, + ) -> None: + self._columns = columns or COLUMN_MODELS + self._binding_registry = binding_registry or BINDING_MODELS + self._listeners: List[Callable[[Any], None]] = [] + self.flow_sheet: Optional[LCFlowSheet] = None + # Set around apply_state()'s field writes so each one's own observer + # doesn't trigger its own rebuild -- one rebuild for the whole + # restored selection instead of one per field touched. + self._suspend_rebuild = False + + self._components = ComponentListField(label="Components:") + self._component_note = W.HTML(layout=W.Layout(display="none")) + self._component_note.add_class("cadetgui-note") + + self._include_loop_checkbox = W.Checkbox( + description="Include sample loop", value=True, indent=False + ) + self._loop_volume_field = FloatField( + label="Sample loop volume", value=50e-9, units="m^3", + ) + self._loop_diameter_auto_checkbox = W.Checkbox( + description="Auto-derive diameter from volume", value=True, indent=False + ) + self._loop_diameter_field = FloatField( + label="Sample loop diameter", value=0.75e-3, units="m", + ) + + self._column_picker = ChoiceField( + label="Column Model:", options=list(self._columns.items()), + value=self._columns.get("Lumped Rate Model Without Pores (LRM)"), + ) + self._binding_picker = ChoiceField( + label="Binding Model:", options=list(self._binding_registry.items()), + value=self._binding_registry.get("Linear"), + ) + + self._bypass_checkboxes: Dict[str, W.Checkbox] = { + name: W.Checkbox( + description=name.replace("_", " ").capitalize(), value=False, indent=False + ) + for name in BYPASSABLE_UNITS + } + + self.status = W.HTML("Select a column and binding model.") + self.status.add_class("cadetgui-status") + + loop_section = W.VBox( + [ + W.HTML("
Sample Loop
"), + self._include_loop_checkbox, + self._loop_volume_field, + self._loop_diameter_auto_checkbox, + self._loop_diameter_field, + ] + ) + loop_section.add_class("cadetgui-section") + + model_section = W.VBox( + [ + W.HTML("
Column / Binding Model
"), + self._column_picker, + self._binding_picker, + ] + ) + model_section.add_class("cadetgui-section") + + bypass_section = W.VBox( + [ + W.HTML("
Units In Flow Path
"), + W.HTML( + "Uncheck a unit to exclude it -- e.g. to characterize the " + "system before adding a column.", + layout=W.Layout(margin="0 0 4px 0"), + ), + *self._bypass_checkboxes.values(), + ] + ) + bypass_section.add_class("cadetgui-section") + + components_section = W.VBox( + [ + W.HTML("
Component System
"), + self._components, + self._component_note, + ] + ) + components_section.add_class("cadetgui-section") + + self.root = W.VBox( + [ + W.HTML(style_tag()), + W.HTML("
Instrument
"), + components_section, + loop_section, + model_section, + bypass_section, + self.status, + ] + ) + self.root.add_class("cadetgui-panel") + + self._components.observe(self._on_change, names="value") + self._include_loop_checkbox.observe(self._on_change, names="value") + self._loop_volume_field.observe(self._on_change, names="value") + self._loop_diameter_auto_checkbox.observe(self._on_change, names="value") + self._loop_diameter_field.observe(self._on_change, names="value") + self._column_picker.observe(self._on_change, names="selected_index") + self._binding_picker.observe(self._on_change, names="selected_index") + for checkbox in self._bypass_checkboxes.values(): + checkbox.observe(self._on_change, names="value") + + self._apply_loop_field_visibility() + self._rebuild() + + def add_listener(self, fn: Callable[[Any], None]) -> None: + """Register a callback fired with `.flow_sheet` on every successful build.""" + self._listeners.append(fn) + + @property + def components(self) -> List[str]: + """Current component names.""" + return list(self._components.value) + + @components.setter + def components(self, names: List[str]) -> None: + self._components.value = list(names) + + def set_min_components(self, minimum: int) -> None: + """Raise/lower the component list's floor (e.g. for a gradient-needing template). + + Also drives an info note next to it and, via `min_components`, greys + out the list's remove button once the row count hits the floor. + """ + self._components.min_components = minimum + if minimum > 1: + self._component_note.value = ( + "The process template you selected does not allow less than" + f" {minimum} components." + ) + self._component_note.layout.display = "" + else: + self._component_note.layout.display = "none" + + def _notify(self) -> None: + for fn in list(self._listeners): + fn(self.flow_sheet) + + def _on_change(self, change: dict) -> None: + if change.get("name") not in ("value", "selected_index"): + return + self._apply_loop_field_visibility() + if self._suspend_rebuild: + return + self._rebuild() + + def snapshot(self) -> InstrumentState: + """Capture the current selection as the hashed save/import payload.""" + column_key = _key_for_value(self._columns, self._column_picker.value) + binding_key = _key_for_value(self._binding_registry, self._binding_picker.value) + if column_key is None or binding_key is None: + raise RuntimeError("Current column/binding selection isn't in a known registry.") + return InstrumentState( + components=list(self._components.value), + column_key=column_key, + binding_key=binding_key, + include_sample_loop=bool(self._include_loop_checkbox.value), + sample_loop_volume=float(self._loop_volume_field.value), + sample_loop_diameter_auto=bool(self._loop_diameter_auto_checkbox.value), + sample_loop_diameter=float(self._loop_diameter_field.value), + bypass_units=self.bypass_units(), + ) + + def apply_state(self, state: InstrumentState) -> None: + """Reconstruct pickers/fields from a saved InstrumentState.""" + if state.column_key not in self._columns: + raise ValueError(f"Unknown column model {state.column_key!r}.") + if state.binding_key not in self._binding_registry: + raise ValueError(f"Unknown binding model {state.binding_key!r}.") + + self._suspend_rebuild = True + try: + self._components.value = list(state.components) + self._column_picker.value = self._columns[state.column_key] + self._binding_picker.value = self._binding_registry[state.binding_key] + self._include_loop_checkbox.value = state.include_sample_loop + self._loop_volume_field.value = state.sample_loop_volume + self._loop_diameter_auto_checkbox.value = state.sample_loop_diameter_auto + self._loop_diameter_field.value = state.sample_loop_diameter + for name, checkbox in self._bypass_checkboxes.items(): + checkbox.value = name in state.bypass_units + finally: + self._suspend_rebuild = False + + self._apply_loop_field_visibility() + self._rebuild() + + def _apply_loop_field_visibility(self) -> None: + include_loop = self._include_loop_checkbox.value + self._loop_volume_field.layout.display = "" if include_loop else "none" + self._loop_diameter_auto_checkbox.layout.display = "" if include_loop else "none" + auto = self._loop_diameter_auto_checkbox.value + self._loop_diameter_field.layout.display = "" if (include_loop and not auto) else "none" + + def bypass_units(self) -> List[str]: + """Currently-checked bypass unit names.""" + return [name for name, cb in self._bypass_checkboxes.items() if cb.value] + + def _rebuild(self) -> None: + try: + cs = ComponentSystem(list(self._components.value)) + bypass = self.bypass_units() + include_loop = bool(self._include_loop_checkbox.value) + loop_volume = float(self._loop_volume_field.value) if include_loop else None + loop_diameter = None + if include_loop and not self._loop_diameter_auto_checkbox.value: + loop_diameter = float(self._loop_diameter_field.value) + column_cls = None if "column" in bypass else self._column_picker.value + binding_cls = self._binding_picker.value + + flow_sheet = LCFlowSheet( + cs, + sample_loop_volume=loop_volume, + sample_loop_diameter=loop_diameter, + ColumnModel=column_cls, + BindingModel=binding_cls, + bypass_units=bypass or None, + ) + _seed_dead_volume_geometry(flow_sheet, bypass) + except Exception as exc: # noqa: BLE001 + self.status.value = f"{exc}" + return + + self.flow_sheet = flow_sheet + self.status.value = "Instrument built." + self._notify() + + def display(self) -> None: + """Render this widget in a Jupyter cell.""" + from IPython.display import display as _display + + _display(self.root) diff --git a/cadetgui/widgets/composite/parameter_estimation.py b/cadetgui/widgets/composite/parameter_estimation.py index dd44ebf..e99ba09 100644 --- a/cadetgui/widgets/composite/parameter_estimation.py +++ b/cadetgui/widgets/composite/parameter_estimation.py @@ -417,7 +417,7 @@ def _on_config_changed(self, _process: Any) -> None: def _refresh_component_options(self) -> None: cw = self._config_widget - components = list(cw._components.value) if cw is not None else [] + components = cw.components if cw is not None else [] options = [(name, name) for name in components] options.append(("Total (sum of all components)", None)) # Skip re-selecting when the component list is unchanged -- both "Total" diff --git a/cadetgui/widgets/composite/run_history.py b/cadetgui/widgets/composite/run_history.py index f5a7a36..9097d84 100644 --- a/cadetgui/widgets/composite/run_history.py +++ b/cadetgui/widgets/composite/run_history.py @@ -2,19 +2,26 @@ import datetime as dt from dataclasses import dataclass, field +from pathlib import Path from typing import Any, Callable, List, Optional import ipywidgets as W +from ... import run_store from .._chrome import style_tag -from ..elements import ChoiceField +from ..elements import ChoiceField, TextField __all__ = ["RunHistoryWidget", "RunRecord"] @dataclass class RunRecord: - """One entry in a RunHistoryWidget: a labeled result, or a labeled failure.""" + """One entry in a RunHistoryWidget: a labeled result, or a labeled failure. + + `result` is `None` both for a failure and for an `ok` entry reloaded from + a store that hasn't been hydrated back into a real result yet -- check + `ok` to tell those two apart, not `result is None`. + """ label: str result: Any = None @@ -22,6 +29,7 @@ class RunRecord: timestamp: dt.datetime = field(default_factory=dt.datetime.now) config_name: Optional[str] = None config_hash: Optional[str] = None + run_id: Optional[str] = None @property def ok(self) -> bool: @@ -36,18 +44,41 @@ class RunHistoryWidget: simulation runs today, estimation candidates / optimization solutions later. Callers `record()` a run and `add_listener()` to react when the user picks one to view. + + In-memory only unless `store_dir` is set (constructor kwarg, or the + "Storage folder" field): a run history is only as project-scoped as the + folder it's pointed at -- there is no other scoping concept, separating + projects means using separate folders. """ - def __init__(self) -> None: + def __init__(self, *, store_dir: "Path | str | None" = None) -> None: self.runs: List[RunRecord] = [] self._listeners: List[Callable[[RunRecord], None]] = [] + self._store_dir: Optional[Path] = None self._picker = ChoiceField(label="Run:", options=[]) self._picker.observe(self._on_pick, names="selected_index") - self.root = W.VBox([W.HTML(style_tag()), self._picker]) + self._store_dir_field = TextField(label="Storage folder:", value="") + self._btn_set_store_dir = W.Button(description="Set folder", icon="folder-open") + self._store_dir_note = W.HTML( + "Leave blank to keep history in memory only (lost on kernel restart)." + ) + self._store_dir_note.add_class("cadetgui-note") + self._btn_set_store_dir.on_click(self._on_set_store_dir) + + self.root = W.VBox( + [ + W.HTML(style_tag()), + self._picker, + W.HBox([self._store_dir_field, self._btn_set_store_dir]), + self._store_dir_note, + ] + ) self.root.add_class("cadetgui-panel") + self.store_dir = store_dir + def add_listener(self, fn: Callable[[RunRecord], None]) -> None: """Register a callback fired with the picked RunRecord on every selection.""" self._listeners.append(fn) @@ -60,20 +91,26 @@ def record( error: Optional[str] = None, config_name: Optional[str] = None, config_hash: Optional[str] = None, + run_id: Optional[str] = None, ) -> RunRecord: - """Add a run to the history and select it.""" + """Add a run to the history and select it. + + `run_id` should already be the id used to capture this run's raw + output (see `run_store.run_output_path`) whenever the caller wants + that output persisted too -- this only ever writes the metadata. + """ run = RunRecord( label=label, result=result, error=error, - config_name=config_name, config_hash=config_hash, + config_name=config_name, config_hash=config_hash, run_id=run_id, ) self.runs.append(run) - options = [(self._describe(r), r) for r in self.runs] - self._picker.set_options(options, keep_value=False) - self._picker.selected_index = len(self.runs) - 1 # newest, not set_options' default-first + self._refresh_picker(select_index=len(self.runs) - 1) + if self.store_dir is not None: + self._persist(run) return run def clear(self) -> None: - """Remove all recorded runs.""" + """Remove all recorded runs (in memory only -- does not touch the store).""" self.runs = [] self._picker.set_options([]) @@ -82,11 +119,77 @@ def selected(self) -> Optional[RunRecord]: """The currently picked run, if any.""" return self._picker.value + @property + def store_dir(self) -> Optional[Path]: + """The folder this history is scoped to, or None for in-memory only.""" + return self._store_dir + + @store_dir.setter + def store_dir(self, value: "Path | str | None") -> None: + """Point this history at a (new) folder, reloading its runs from it. + + Setting this has the exact same effect as the "Set folder" button -- + there is no separate scoping concept, a folder is a folder. + """ + path = Path(value).expanduser().resolve() if value else None + if path is not None: + path.mkdir(parents=True, exist_ok=True) + self._store_dir = path + self._store_dir_field.value = str(path) if path else "" + self.runs = [] + if path is not None: + self._load_from_store() + else: + self._picker.set_options([]) + def _describe(self, run: RunRecord) -> str: status = "ok" if run.ok else "failed" index = self.runs.index(run) + 1 return f"#{index} — {run.timestamp:%H:%M:%S} — {run.label} — {status}" + def _refresh_picker(self, *, select_index: Optional[int]) -> None: + options = [(self._describe(r), r) for r in self.runs] + self._picker.set_options(options, keep_value=False) + if select_index is not None and self.runs: + self._picker.selected_index = select_index + + def _persist(self, run: RunRecord) -> None: + """Best-effort: a store-write failure must never break recording in memory.""" + try: + state = run_store.save_run( + run.run_id or run_store.new_run_id(), + run.label, + ok=run.ok, + config_name=run.config_name, + config_hash=run.config_hash, + error=run.error, + store_dir=self.store_dir, + ) + run.run_id = state.run_id + except Exception: # noqa: BLE001 + pass + + def _load_from_store(self) -> None: + """Populate from `store_dir`'s existing manifests, oldest first, result unhydrated.""" + for state in reversed(run_store.list_runs(store_dir=self.store_dir)): + self.runs.append( + RunRecord( + label=state.label, + error=state.error, + timestamp=dt.datetime.fromisoformat(state.timestamp), + config_name=state.config_name, + config_hash=state.config_hash, + run_id=state.run_id, + ) + ) + self._refresh_picker(select_index=len(self.runs) - 1 if self.runs else None) + + def _on_set_store_dir(self, _btn: Any) -> None: + try: + self.store_dir = self._store_dir_field.value.strip() or None + except Exception: # noqa: BLE001 + pass + def _on_pick(self, change: dict) -> None: if change.get("name") != "selected_index": return diff --git a/cadetgui/widgets/composite/solution.py b/cadetgui/widgets/composite/solution.py index 5cfe26d..2438f49 100644 --- a/cadetgui/widgets/composite/solution.py +++ b/cadetgui/widgets/composite/solution.py @@ -4,6 +4,7 @@ import ipywidgets as W +from ... import run_store from ...cadetprocessadapter import classify_signal_ports from ...simulation import run_process as _default_runner from .._chrome import style_tag @@ -23,7 +24,7 @@ def __init__( self, *, process: Any = None, - runner: Optional[Callable[[Any], Any]] = None, + runner: Optional[Callable[..., Any]] = None, ) -> None: self._runner = runner or _default_runner self.process = process @@ -149,12 +150,22 @@ def _on_run(self, _btn: Any) -> None: self._btn_run.description = "Running..." self.status.value = "Running simulation…" config_name, config_hash = self._tag_current_config() + + run_id = None + runner_kwargs: dict[str, Any] = {} + if self.history.store_dir is not None: + run_id = run_store.new_run_id() + runner_kwargs["file_path"] = run_store.run_output_path( + run_id, store_dir=self.history.store_dir + ) + try: - result = self._runner(self.process) + result = self._runner(self.process, **runner_kwargs) except Exception as exc: # noqa: BLE001 self.result = None self.history.record( - label, error=str(exc), config_name=config_name, config_hash=config_hash + label, error=str(exc), config_name=config_name, config_hash=config_hash, + run_id=run_id, ) self.status.value = f"Simulation failed: {exc}" return @@ -162,7 +173,9 @@ def _on_run(self, _btn: Any) -> None: self._btn_run.disabled = False self._btn_run.description = "Run simulation" - self.history.record(label, result=result, config_name=config_name, config_hash=config_hash) + self.history.record( + label, result=result, config_name=config_name, config_hash=config_hash, run_id=run_id + ) self._load_result(result) self.status.value = "Simulation finished." @@ -181,9 +194,47 @@ def _on_history_pick(self, run: RunRecord) -> None: self._notify() self.status.value = f"Simulation failed: {run.error}" return + if run.result is None: + run.result = self._hydrate(run) + if run.result is None: + self.result = None + self._signal_picker.set_options([]) + self._notify() + return self._load_result(run.result) self.status.value = f"Viewing: {run.label}" + def _hydrate(self, run: RunRecord) -> Any: + """Reconstruct a persisted-but-not-yet-loaded run's result, best-effort. + + Rebuilds the run's own configuration first (`import_from_store`) so the + `Process` handed to `load_run_results` actually matches what was run -- + not whatever the bound ConfigurationWidget currently happens to hold. + """ + if run.run_id is None or self.history.store_dir is None: + self.status.value = ( + "" + "This run's result isn't available in this session." + "" + ) + return None + if self._config_widget is None or run.config_hash is None: + self.status.value = ( + "" + "No configuration bound to reload this run against." + "" + ) + return None + try: + state = run_store.load_run(run.run_id, store_dir=self.history.store_dir) + self._config_widget.import_from_store(run.config_hash) + return run_store.load_run_results( + state, self.process, store_dir=self.history.store_dir + ) + except Exception as exc: # noqa: BLE001 + self.status.value = f"Could not reload run: {exc}" + return None + def _load_result(self, result: Any) -> None: self.result = result self._signal_picker.set_options(classify_signal_ports(result), keep_value=True) diff --git a/cadetgui/widgets/composite/workbench.py b/cadetgui/widgets/composite/workbench.py index d479de8..438f370 100644 --- a/cadetgui/widgets/composite/workbench.py +++ b/cadetgui/widgets/composite/workbench.py @@ -7,40 +7,43 @@ from .._chrome import logo_data_uri, style_tag from .._sidebar_shell import SidebarShell, collect_panes, resolve_step, validate_steps from .configuration import ConfigurationWidget +from .instrument import InstrumentWidget from .parameter_estimation import ParameterEstimationWidget from .solution import SolutionWidget __all__ = ["WorkbenchWidget"] -_STEPS = ("Configuration", "Simulation", "Parameter Estimation") +_STEPS = ("Instrument", "Configuration", "Simulation", "Parameter Estimation") class WorkbenchWidget: - """Top-level shell: a sidebar-navigated Configuration/Simulation/Estimation page. - - Builds and wires a `ConfigurationWidget`, `SolutionWidget`, and - `ParameterEstimationWidget` together (same bindings as - examples/configuration_and_solution.ipynb), showing exactly one at a time - via `SidebarShell` (`widgets/_sidebar_shell.py`) instead of stacking all - three inline. Each stays a plain attribute - (`.configuration`/`.solution`/`.parameter_estimation`) for scripting — - this class is purely "the known three widgets, pre-wired, in a sidebar," - not a black box; a different combination of widgets is a different - `SidebarShell` call, not a change to this class. + """Top-level shell: a sidebar-navigated Instrument/Configuration/Simulation/Estimation page. + + Builds and wires an `InstrumentWidget`, `ConfigurationWidget`, + `SolutionWidget`, and `ParameterEstimationWidget` together (same bindings + as examples/configuration_and_solution.ipynb), showing exactly one at a + time via `SidebarShell` (`widgets/_sidebar_shell.py`) instead of stacking + all four inline. Each stays a plain attribute + (`.instrument`/`.configuration`/`.solution`/`.parameter_estimation`) for + scripting — this class is purely "the known widgets, pre-wired, in a + sidebar," not a black box; a different combination of widgets is a + different `SidebarShell` call, not a change to this class. `include` narrows which steps are built and shown at all (default: all - three) — e.g. `WorkbenchWidget(include=("Configuration", "Simulation"))` - for a notebook that has no use for parameter estimation. Skipping a step - also skips its own construction and its `bind_to_config` wiring, so it - costs nothing (no widgets built, no listeners attached) rather than just - being hidden. Passing an explicit widget for a step not in `include` is - a contradiction and raises `ValueError` rather than silently dropping it. + four) — e.g. `WorkbenchWidget(include=("Instrument", "Configuration", + "Simulation"))` for a notebook that has no use for parameter estimation. + Skipping a step also skips its own construction and its `bind_to_*` + wiring, so it costs nothing (no widgets built, no listeners attached) + rather than just being hidden. Passing an explicit widget for a step not + in `include` is a contradiction and raises `ValueError` rather than + silently dropping it. """ def __init__( self, *, include: Optional[Sequence[str]] = None, + instrument: Optional[InstrumentWidget] = None, configuration: Optional[ConfigurationWidget] = None, solution: Optional[SolutionWidget] = None, parameter_estimation: Optional[ParameterEstimationWidget] = None, @@ -48,6 +51,9 @@ def __init__( steps = tuple(include) if include is not None else _STEPS validate_steps(steps, _STEPS) + self.instrument = resolve_step( + "Instrument", instrument, steps=steps, factory=InstrumentWidget + ) self.configuration = resolve_step( "Configuration", configuration, steps=steps, factory=ConfigurationWidget ) @@ -61,6 +67,9 @@ def __init__( factory=ParameterEstimationWidget, ) + if self.instrument is not None and self.configuration is not None: + self.configuration.bind_to_instrument(self.instrument) + if self.configuration is not None: for dependent in (self.solution, self.parameter_estimation): if dependent is not None: @@ -69,6 +78,7 @@ def __init__( panes = collect_panes( _STEPS, { + "Instrument": self.instrument.root if self.instrument else None, "Configuration": self.configuration.root if self.configuration else None, "Simulation": self.solution.root if self.solution else None, "Parameter Estimation": ( diff --git a/examples/configuration_and_solution.ipynb b/examples/configuration_and_solution.ipynb index e4fbe2f..e0e7ac1 100644 --- a/examples/configuration_and_solution.ipynb +++ b/examples/configuration_and_solution.ipynb @@ -4,7 +4,7 @@ "cell_type": "markdown", "id": "b4cb635e", "metadata": {}, - "source": "# CADET-GUI: Configuration + Solution widgets\n\nThis notebook walks through the widgets built so far in `cadetgui.widgets.composite`:\n\n- **`ConfigurationWidget`** — pick a unit operation (column) and a model-builder template (e.g. LWE), configure both, and build a real CADET-Process process object. Includes Python-script export.\n- **`SolutionWidget`** — run that process through the CADET-Process simulator and plot the result, with built-in run history.\n- **`ParameterEstimationWidget`** — import a measured chromatogram, calibrate it, and preview it overlaid against a simulated signal.\n\nAll are widgets: they render inline in this notebook, and the CADET-Process objects they build stay fully accessible afterwards for scripting — the GUI never traps you inside it." + "source": "# CADET-GUI: Configuration + Solution widgets\n\nThis notebook walks through the widgets built so far in `cadetgui.widgets.composite`:\n\n- **`ConfigurationWidget`** \u2014 pick a unit operation (column) and a model-builder template (e.g. LWE), configure both, and build a real CADET-Process process object. Includes Python-script export.\n- **`SolutionWidget`** \u2014 run that process through the CADET-Process simulator and plot the result, with built-in run history.\n- **`ParameterEstimationWidget`** \u2014 import a measured chromatogram, calibrate it, and preview it overlaid against a simulated signal.\n\nAll are widgets: they render inline in this notebook, and the CADET-Process objects they build stay fully accessible afterwards for scripting \u2014 the GUI never traps you inside it." }, { "cell_type": "code", @@ -12,13 +12,29 @@ "id": "0a16422b", "metadata": {}, "outputs": [], - "source": "from cadetgui.widgets.composite import (\n ConfigurationWidget,\n ParameterEstimationWidget,\n SolutionWidget,\n)" + "source": [ + "from cadetgui.widgets.composite import (\n", + " ConfigurationWidget,\n", + " InstrumentWidget,\n", + " ParameterEstimationWidget,\n", + " SolutionWidget,\n", + ")" + ] }, { "cell_type": "markdown", "id": "3218f382", "metadata": {}, - "source": "## 1. Configure a process\n\nDisplaying `ConfigurationWidget` gives you three things to pick: the number of components, a column/unit operation type, and a model-builder template. Changing any of them rebuilds the two forms below it.\n\n1. Pick a column (e.g. `LRMP`) and a model (e.g. `Load–Wash–Elute (LWE)`).\n2. Edit the column's or model's fields directly — each change applies automatically as soon as it's valid, no Apply button needed. An invalid value (e.g. a negative length) is flagged inline and shown in that form's status line instead of being applied.\n\nOnce every field is valid, `config.process` already holds a real CADET-Process object." + "source": [ + "## 1. Configure a process\n", + "\n", + "Displaying `ConfigurationWidget` gives you three things to pick: the number of components, a column/unit operation type, and a model-builder template. Changing any of them rebuilds the two forms below it.\n", + "\n", + "1. Pick a column (e.g. `LRMP`) and a model (e.g. `Load\u2013Wash\u2013Elute (LWE)`).\n", + "2. Edit the column's or model's fields directly \u2014 each change applies automatically as soon as it's valid, no Apply button needed. An invalid value (e.g. a negative length) is flagged inline and shown in that form's status line instead of being applied.\n", + "\n", + "Once every field is valid, `config.process` already holds a real CADET-Process object." + ] }, { "cell_type": "code", @@ -27,7 +43,9 @@ "metadata": {}, "outputs": [], "source": [ - "config = ConfigurationWidget()\n", + "instrument = InstrumentWidget()\n", + "config = ConfigurationWidget(instrument=instrument)\n", + "instrument.display()\n", "config.display()" ] }, @@ -35,7 +53,13 @@ "cell_type": "markdown", "id": "ff4a37be", "metadata": {}, - "source": "## 2. Run and visualize the simulation\n\n`SolutionWidget.bind_to_config(config)` makes it track whatever process `config` builds — since fields apply automatically, this widget picks up every valid edit above right away, with no extra step.\n\nClick **Run simulation** below, then use the **Signal** dropdown to plot different unit/port combinations (feed, column outlet, ...). Every run (successful or not) is logged in the **Run:** picker above the signal dropdown — pick an older entry to go back and view it; a failed run shows its error instead of a broken plot." + "source": [ + "## 2. Run and visualize the simulation\n", + "\n", + "`SolutionWidget.bind_to_config(config)` makes it track whatever process `config` builds \u2014 since fields apply automatically, this widget picks up every valid edit above right away, with no extra step.\n", + "\n", + "Click **Run simulation** below, then use the **Signal** dropdown to plot different unit/port combinations (feed, column outlet, ...). Every run (successful or not) is logged in the **Run:** picker above the signal dropdown \u2014 pick an older entry to go back and view it; a failed run shows its error instead of a broken plot." + ] }, { "cell_type": "code", @@ -53,7 +77,27 @@ "cell_type": "markdown", "id": "4ca74111", "metadata": {}, - "source": "## 3. Import experimental data and compare\n\n`ParameterEstimationWidget.bind_to_config(config)` tracks `config`'s built process for fitting. It nests a `DataImportWidget` (`.data`, CSV upload, first two columns read as time/signal) as its experimental-data source. This tab owns the comparison view — the Solution tab above only ever shows the raw simulation, never an overlay. It has three sections:\n\n- **Experimental data** — upload a CSV, pick which dataset, say what the signal represents (a specific simulated component, or the total of all of them), and calibrate it if needed (e.g. Beer-Lambert for a raw UV trace).\n- **Configure parameter space** — pick parameters to fit from the \"Add parameter\" dropdown; each added row gets its own Start/lower/upper-bound fields (aligned into columns, with a \"✕\" to remove a row).\n- **Run estimation** — pick a base process, click **Preview** to populate the **Signal** dropdown (defaults to the process outlet — \"Sink\" — since that's what's usually fit against), then **Run estimation**. An optional **Live plot** checkbox shows the fit converging in real time; **Cancel** stops a running fit early.\n\nWorkflow:\n\n1. Click **Preview**.\n2. Upload one of the three example datasets in `examples/data/`, or your own CSV, and set \"Signal represents\"/Calibration as needed.\n3. Add one or more parameters in \"Configure parameter space,\" adjust each one's **Start** value if the config's current value isn't a good starting guess (it's a genuinely separate, editable field — not implied by the configuration), and click **Run estimation**.\n\nSee **`examples/EXAMPLE_DATA.md`** for exactly what configuration each example file was generated from (so you know the \"correct\" answer before fitting) and which parameters to add for each:\n\n- `example_uv_signal.csv` — a synthetic UV280 trace requiring a **Calibration** step (Beer-Lambert) before it overlays the simulated curve.\n- `example_raw_signal.csv` — the simplest fitting exercise: one parameter (`total_porosity`), no calibration needed.\n- `example_binding_signal.csv` — a bind-and-elute scenario: 3-4 parameters (porosity, binding rates, optionally axial dispersion), no calibration needed." + "source": [ + "## 3. Import experimental data and compare\n", + "\n", + "`ParameterEstimationWidget.bind_to_config(config)` tracks `config`'s built process for fitting. It nests a `DataImportWidget` (`.data`, CSV upload, first two columns read as time/signal) as its experimental-data source. This tab owns the comparison view \u2014 the Solution tab above only ever shows the raw simulation, never an overlay. It has three sections:\n", + "\n", + "- **Experimental data** \u2014 upload a CSV, pick which dataset, say what the signal represents (a specific simulated component, or the total of all of them), and calibrate it if needed (e.g. Beer-Lambert for a raw UV trace).\n", + "- **Configure parameter space** \u2014 pick parameters to fit from the \"Add parameter\" dropdown; each added row gets its own Start/lower/upper-bound fields (aligned into columns, with a \"\u2715\" to remove a row).\n", + "- **Run estimation** \u2014 pick a base process, click **Preview** to populate the **Signal** dropdown (defaults to the process outlet \u2014 \"Sink\" \u2014 since that's what's usually fit against), then **Run estimation**. An optional **Live plot** checkbox shows the fit converging in real time; **Cancel** stops a running fit early.\n", + "\n", + "Workflow:\n", + "\n", + "1. Click **Preview**.\n", + "2. Upload one of the three example datasets in `examples/data/`, or your own CSV, and set \"Signal represents\"/Calibration as needed.\n", + "3. Add one or more parameters in \"Configure parameter space,\" adjust each one's **Start** value if the config's current value isn't a good starting guess (it's a genuinely separate, editable field \u2014 not implied by the configuration), and click **Run estimation**.\n", + "\n", + "See **`examples/EXAMPLE_DATA.md`** for exactly what configuration each example file was generated from (so you know the \"correct\" answer before fitting) and which parameters to add for each:\n", + "\n", + "- `example_uv_signal.csv` \u2014 a synthetic UV280 trace requiring a **Calibration** step (Beer-Lambert) before it overlays the simulated curve.\n", + "- `example_raw_signal.csv` \u2014 the simplest fitting exercise: one parameter (`total_porosity`), no calibration needed.\n", + "- `example_binding_signal.csv` \u2014 a bind-and-elute scenario: 3-4 parameters (porosity, binding rates, optionally axial dispersion), no calibration needed." + ] }, { "cell_type": "code", @@ -61,13 +105,21 @@ "id": "82102640", "metadata": {}, "outputs": [], - "source": "parameter_estimation = ParameterEstimationWidget()\nparameter_estimation.bind_to_config(config)\nparameter_estimation.display()" + "source": [ + "parameter_estimation = ParameterEstimationWidget()\n", + "parameter_estimation.bind_to_config(config)\n", + "parameter_estimation.display()" + ] }, { "cell_type": "markdown", "id": "48885efa", "metadata": {}, - "source": "## 4. The underlying objects stay accessible\n\nNothing above is trapped inside the widgets. `config.process` is a plain CADET-Process object, and `solution.result` is a plain `SimulationResults` object — use them exactly as you would if you'd built everything by hand in a script, for anything the GUI doesn't cover. `solution.history.runs` and `parameter_estimation.data.datasets` are plain lists too." + "source": [ + "## 4. The underlying objects stay accessible\n", + "\n", + "Nothing above is trapped inside the widgets. `config.process` is a plain CADET-Process object, and `solution.result` is a plain `SimulationResults` object \u2014 use them exactly as you would if you'd built everything by hand in a script, for anything the GUI doesn't cover. `solution.history.runs` and `parameter_estimation.data.datasets` are plain lists too." + ] }, { "cell_type": "code", @@ -75,7 +127,13 @@ "id": "2d59f4c0", "metadata": {}, "outputs": [], - "source": "print(type(config.process))\nprint(type(solution.result))\nprint(list(solution.result.solution.keys())) # unit operation names\nn_datasets = len(parameter_estimation.data.datasets)\nprint(f\"{len(solution.history.runs)} run(s) recorded, {n_datasets} dataset(s) loaded\")" + "source": [ + "print(type(config.process))\n", + "print(type(solution.result))\n", + "print(list(solution.result.solution.keys())) # unit operation names\n", + "n_datasets = len(parameter_estimation.data.datasets)\n", + "print(f\"{len(solution.history.runs)} run(s) recorded, {n_datasets} dataset(s) loaded\")" + ] } ], "metadata": { @@ -91,4 +149,4 @@ }, "nbformat": 4, "nbformat_minor": 5 -} \ No newline at end of file +} diff --git a/examples/custom_sidebar.ipynb b/examples/custom_sidebar.ipynb index 8a68449..87eb44d 100644 --- a/examples/custom_sidebar.ipynb +++ b/examples/custom_sidebar.ipynb @@ -28,7 +28,12 @@ "outputs": [], "source": [ "from cadetgui.widgets._sidebar_shell import SidebarShell\n", - "from cadetgui.widgets.composite import ConfigurationWidget, DataImportWidget, SolutionWidget" + "from cadetgui.widgets.composite import (\n", + " ConfigurationWidget,\n", + " DataImportWidget,\n", + " InstrumentWidget,\n", + " SolutionWidget,\n", + ")" ], "id": "b2c0379c" }, @@ -49,7 +54,8 @@ "metadata": {}, "outputs": [], "source": [ - "config = ConfigurationWidget()\n", + "instrument = InstrumentWidget()\n", + "config = ConfigurationWidget(instrument=instrument)\n", "solution = SolutionWidget()\n", "data = DataImportWidget()" ], @@ -99,6 +105,7 @@ "source": [ "shell = SidebarShell(\n", " [\n", + " (\"Instrument\", instrument.root),\n", " (\"Configuration\", config.root),\n", " (\"Simulation\", solution.root),\n", " (\"Experimental Data\", data.root),\n", @@ -140,4 +147,4 @@ }, "nbformat": 4, "nbformat_minor": 5 -} \ No newline at end of file +} diff --git a/examples/webapp/app.ipynb b/examples/webapp/app.ipynb index 1bbb1db..733bccb 100644 --- a/examples/webapp/app.ipynb +++ b/examples/webapp/app.ipynb @@ -6,7 +6,78 @@ "id": "a9463514", "metadata": {}, "outputs": [], - "source": "import ipywidgets as W\nfrom cadetgui.widgets.composite import (\n ConfigurationWidget,\n ParameterEstimationWidget,\n SolutionWidget,\n)\nfrom IPython.display import display\n\nPAGE_CSS = \"\"\"\n\n\"\"\"\n\nheader = W.HTML(\n \"
\"\n \"

CADET-GUI

\"\n \"

Configure a standard chromatography process, run it, and compare against \"\n \"measured data — powered by CADET-Process.

\"\n \"
\"\n)\n\nconfig = ConfigurationWidget()\nsolution = SolutionWidget()\nsolution.bind_to_config(config)\n\nparameter_estimation = ParameterEstimationWidget()\nparameter_estimation.bind_to_config(config)\n\n\ndef tab_page(widget_root: W.Widget) -> W.VBox:\n \"\"\"Wrap a widget root in the shared tab-page padding class.\"\"\"\n page = W.VBox([widget_root])\n page.add_class(\"cadetgui-tab-page\")\n return page\n\n\ntabs = W.Tab(\n children=[\n tab_page(config.root),\n tab_page(solution.root),\n tab_page(parameter_estimation.root),\n ]\n)\ntabs.set_title(0, \"Configuration\")\ntabs.set_title(1, \"Solution\")\ntabs.set_title(2, \"Parameter Estimation\")\n\napp = W.VBox([W.HTML(PAGE_CSS), header, tabs])\napp.add_class(\"cadetgui-app\")\n\ndisplay(app)" + "source": [ + "import ipywidgets as W\n", + "from cadetgui.widgets.composite import (\n", + " ConfigurationWidget,\n", + " InstrumentWidget,\n", + " ParameterEstimationWidget,\n", + " SolutionWidget,\n", + ")\n", + "from IPython.display import display\n", + "\n", + "PAGE_CSS = \"\"\"\n", + "\n", + "\"\"\"\n", + "\n", + "header = W.HTML(\n", + " \"
\"\n", + " \"

CADET-GUI

\"\n", + " \"

Configure a standard chromatography process, run it, and compare against \"\n", + " \"measured data \u2014 powered by CADET-Process.

\"\n", + " \"
\"\n", + ")\n", + "\n", + "instrument = InstrumentWidget()\n", + "config = ConfigurationWidget(instrument=instrument)\n", + "solution = SolutionWidget()\n", + "solution.bind_to_config(config)\n", + "\n", + "parameter_estimation = ParameterEstimationWidget()\n", + "parameter_estimation.bind_to_config(config)\n", + "\n", + "\n", + "def tab_page(widget_root: W.Widget) -> W.VBox:\n", + " \"\"\"Wrap a widget root in the shared tab-page padding class.\"\"\"\n", + " page = W.VBox([widget_root])\n", + " page.add_class(\"cadetgui-tab-page\")\n", + " return page\n", + "\n", + "\n", + "tabs = W.Tab(\n", + " children=[\n", + " tab_page(instrument.root),\n", + " tab_page(config.root),\n", + " tab_page(solution.root),\n", + " tab_page(parameter_estimation.root),\n", + " ]\n", + ")\n", + "tabs.set_title(0, \"Instrument\")\n", + "tabs.set_title(1, \"Configuration\")\n", + "tabs.set_title(2, \"Solution\")\n", + "tabs.set_title(3, \"Parameter Estimation\")\n", + "\n", + "app = W.VBox([W.HTML(PAGE_CSS), header, tabs])\n", + "app.add_class(\"cadetgui-app\")\n", + "\n", + "display(app)" + ] } ], "metadata": { @@ -22,4 +93,4 @@ }, "nbformat": 4, "nbformat_minor": 5 -} \ No newline at end of file +} diff --git a/tests/test_configuration.py b/tests/test_configuration.py index 298458d..40115e9 100644 --- a/tests/test_configuration.py +++ b/tests/test_configuration.py @@ -5,7 +5,7 @@ import cadetgui.configuration_store as configuration_store import pytest -from cadetgui.widgets.composite import ConfigurationWidget +from cadetgui.widgets.composite import ConfigurationWidget, InstrumentWidget warnings.filterwarnings("ignore", category=UserWarning) @@ -16,27 +16,33 @@ def _isolated_store(tmp_path, monkeypatch): monkeypatch.setattr(configuration_store, "default_store_dir", lambda: tmp_path) +def built(): + """A default InstrumentWidget + bound ConfigurationWidget pair.""" + iw = InstrumentWidget() + cw = ConfigurationWidget(instrument=iw) + return iw, cw + + def test_configuration_widget_renders_default_forms(): - cw = ConfigurationWidget() - assert cw._column_picker.option_labels == [ + iw, cw = built() + assert iw._column_picker.option_labels == [ "General Rate Model (GRM)", "Lumped Rate Model With Pores (LRMP)", "Lumped Rate Model Without Pores (LRM)", - "Continuous Stirred Tank Reactor (CSTR)", ] assert len(cw._column_form_box.children) == 1 assert len(cw._model_form_box.children) == 1 def test_configuration_widget_builds_process_automatically_with_defaults(): - cw = ConfigurationWidget() + _, cw = built() assert cw.process is not None - assert type(cw.process).__name__ == "BatchElution" + assert type(cw.process).__name__ == "PulseInjection" def test_configuration_widget_notifies_listeners_on_a_valid_field_change(): - cw = ConfigurationWidget() + _, cw = built() seen = [] cw.add_listener(seen.append) @@ -47,7 +53,7 @@ def test_configuration_widget_notifies_listeners_on_a_valid_field_change(): def test_configuration_widget_rebuilds_forms_on_model_change(): - cw = ConfigurationWidget() + _, cw = built() first_title = cw._model_form.spec.title cw._model_picker.selected_index = 1 @@ -56,24 +62,22 @@ def test_configuration_widget_rebuilds_forms_on_model_change(): def test_configuration_widget_rebuilds_column_on_component_change(): - cw = ConfigurationWidget() + iw, cw = built() original_column = cw._get_column() - assert original_column.n_comp == 2 # Batch Elution's auto-added default + assert original_column.n_comp == 1 # Pulse Injection stays single-component-friendly - cw._components.value = ["Salt", "Protein", "Impurity"] + iw.components = ["Salt", "Protein", "Impurity"] new_column = cw._get_column() assert new_column is not original_column assert new_column.n_comp == 3 assert list(new_column.component_system.names) == ["Salt", "Protein", "Impurity"] - # the stale 2-component column must not linger in the cache - assert original_column not in cw._column_cache.values() def test_export_script_raises_when_nothing_has_been_built(): # With auto-commit, this state isn't reachable through the default # registries (their defaults always build successfully) -- force it # directly to keep the guard clause itself covered. - cw = ConfigurationWidget() + _, cw = built() cw.process = None cw._column_form = None cw._binding_form = None @@ -82,33 +86,33 @@ def test_export_script_raises_when_nothing_has_been_built(): cw.export_script() assert False, "should have raised" except RuntimeError as exc: - assert "column" in str(exc).lower() + assert "instrument" in str(exc).lower() def test_export_script_button_shows_error_status_when_nothing_has_been_built(): - cw = ConfigurationWidget() + _, cw = built() cw.process = None cw._column_form = None cw._binding_form = None cw._model_form = None cw._on_export(None) - assert "column" in cw.status.value.lower() + assert "instrument" in cw.status.value.lower() assert cw._script_out.layout.display == "none" def test_export_script_produces_executable_equivalent_process(): import numpy as np - cw = ConfigurationWidget() + iw, cw = built() script = cw.export_script() ns = {} exec(compile(script, "", "exec"), ns) # noqa: S102 assert type(ns["process"]) is type(cw.process) - assert type(ns["column"]) is type(cw._get_column()) - assert ns["component_system"].n_comp == len(cw._components.value) - assert list(ns["component_system"].names) == cw._components.value + assert type(ns["flow_sheet"].column) is type(cw._get_column()) + assert ns["component_system"].n_comp == len(iw.components) + assert list(ns["component_system"].names) == iw.components from cadetgui.simulation import run_process @@ -122,7 +126,7 @@ def test_export_script_produces_executable_equivalent_process(): def test_export_script_button_populates_textarea_on_success(): - cw = ConfigurationWidget() + _, cw = built() cw._on_export(None) assert "process = " in cw._script_out.value @@ -131,17 +135,17 @@ def test_export_script_button_populates_textarea_on_success(): def test_binding_model_defaults_to_linear(): - cw = ConfigurationWidget() - assert cw._binding_picker.option_labels[0] == "None" # still first in the dropdown list - selected = cw._binding_picker.option_labels[cw._binding_picker.selected_index] + iw, cw = built() + assert iw._binding_picker.option_labels[0] == "None" # still first in the dropdown list + selected = iw._binding_picker.option_labels[iw._binding_picker.selected_index] assert selected == "Linear" names = {f.name for f in cw._binding_form.spec.fields} assert names == {"adsorption_rate", "desorption_rate", "is_kinetic"} def test_switching_binding_model_rebuilds_its_form(): - cw = ConfigurationWidget() - cw._binding_picker.value = cw._binding_registry["Langmuir"] + iw, cw = built() + iw._binding_picker.value = iw._binding_registry["Langmuir"] assert {f.name for f in cw._binding_form.spec.fields} == { "adsorption_rate", "desorption_rate", @@ -151,8 +155,8 @@ def test_switching_binding_model_rebuilds_its_form(): def test_selecting_binding_model_attaches_it_to_the_column(): - cw = ConfigurationWidget() - cw._binding_picker.value = cw._binding_registry["Linear"] + iw, cw = built() + iw._binding_picker.value = iw._binding_registry["Linear"] column = cw._get_column() assert type(column.binding_model).__name__ == "Linear" @@ -160,14 +164,13 @@ def test_selecting_binding_model_attaches_it_to_the_column(): def test_switching_column_type_keeps_binding_model_attachable(): """Regression test: binding model and column must share one ComponentSystem - instance (CADET-Process rejects a mismatch), and each column factory gets - its own fresh ComponentSystem — so a binding model cached against a - since-replaced column must not be reused as-is.""" - cw = ConfigurationWidget() - cw._binding_picker.value = cw._binding_registry["Linear"] + instance (CADET-Process rejects a mismatch) -- LCFlowSheet gives each a + fresh, shared ComponentSystem on every rebuild.""" + iw, cw = built() + iw._binding_picker.value = iw._binding_registry["Linear"] # different column, different ComponentSystem - cw._column_picker.value = cw._columns["Lumped Rate Model With Pores (LRMP)"] + iw._column_picker.value = iw._columns["Lumped Rate Model With Pores (LRMP)"] assert cw._binding_form.built is not None assert cw._binding_form.status.value == "" @@ -180,15 +183,16 @@ def test_export_script_includes_binding_model_and_round_trips(): import numpy as np from cadetgui.simulation import run_process - cw = ConfigurationWidget() - cw._binding_picker.value = cw._binding_registry["Linear"] + iw, cw = built() + iw._binding_picker.value = iw._binding_registry["Linear"] script = cw.export_script() - assert "column.binding_model = Linear(" in script + assert "BindingModel=Linear" in script + assert "flow_sheet.column.binding_model." in script ns = {} exec(compile(script, "", "exec"), ns) # noqa: S102 - assert type(ns["column"].binding_model).__name__ == "Linear" + assert type(ns["flow_sheet"].column.binding_model).__name__ == "Linear" res_widget = run_process(cw.process) res_script = run_process(ns["process"]) @@ -199,34 +203,33 @@ def test_export_script_includes_binding_model_and_round_trips(): ) -def test_components_field_defaults_to_two_named_components(): - # Batch Elution is the default template and needs a feed + eluent - # component, so construction auto-adds a second one (see - # _maybe_autoadd_component / _TEMPLATES_REQUIRING_MULTIPLE_COMPONENTS). - cw = ConfigurationWidget() - assert cw._components.value == ["Component 1", "Component 2"] - assert cw._get_column().n_comp == 2 - assert list(cw._get_column().component_system.names) == ["Component 1", "Component 2"] +def test_components_field_defaults_to_one_named_component(): + # Pulse Injection is the default template and stays single-component-friendly + # (a non-binding tracer pulse is the standard characterization experiment). + iw, cw = built() + assert iw.components == ["Component 1"] + assert cw._get_column().n_comp == 1 + assert list(cw._get_column().component_system.names) == ["Component 1"] def test_component_minimum_and_note_match_the_selected_template(): - cw = ConfigurationWidget() # defaults to Batch Elution - assert cw._components.min_components == 2 - assert cw._component_note.layout.display == "" - assert "2 components" in cw._component_note.value - - cw._model_picker.value = cw._registry["Pulse Feed (Single Component)"] - assert cw._components.min_components == 1 - assert cw._component_note.layout.display == "none" + iw, cw = built() # defaults to Pulse Injection + assert iw._components.min_components == 1 + assert iw._component_note.layout.display == "none" cw._model_picker.value = cw._registry["Load–Wash–Elute (LWE)"] - assert cw._components.min_components == 2 - assert cw._component_note.layout.display == "" + assert iw._components.min_components == 2 + assert iw._component_note.layout.display == "" + assert "2 components" in iw._component_note.value + + cw._model_picker.value = cw._registry["Step"] + assert iw._components.min_components == 1 + assert iw._component_note.layout.display == "none" def test_renaming_components_rebuilds_column_with_new_names(): - cw = ConfigurationWidget() - cw._components.value = ["Salt", "Protein"] + iw, cw = built() + iw.components = ["Salt", "Protein"] column = cw._get_column() assert column.n_comp == 2 @@ -234,25 +237,19 @@ def test_renaming_components_rebuilds_column_with_new_names(): def test_binding_model_scales_to_multiple_named_components(): - cw = ConfigurationWidget() - cw._components.value = ["Salt", "Protein"] - cw._binding_picker.value = cw._binding_registry["Linear"] + iw, cw = built() + iw.components = ["Salt", "Protein"] + iw._binding_picker.value = iw._binding_registry["Linear"] column = cw._get_column() assert column.binding_model.n_comp == 2 assert cw._binding_form.status.value == "" - # NOTE: applying the model form itself (batch_elution_spec/lwe_spec) is not - # exercised with >1 component here — those specs hard-code single-value - # concentration defaults (e.g. c_feed=[10.0]) that CADET-Process rejects - # for n_comp != 1. Pre-existing adapter-layer limitation, unrelated to - # component naming; column/binding config already scale correctly, as - # this test shows. def test_binding_form_fields_get_component_names_matching_component_system(): - cw = ConfigurationWidget() - cw._components.value = ["Salt", "Protein"] - cw._binding_picker.value = cw._binding_registry["Linear"] + iw, cw = built() + iw.components = ["Salt", "Protein"] + iw._binding_picker.value = iw._binding_registry["Linear"] by_name = {f.name: f for f in cw._binding_form.spec.fields} assert by_name["adsorption_rate"].component_names == ("Salt", "Protein") @@ -260,8 +257,8 @@ def test_binding_form_fields_get_component_names_matching_component_system(): def test_binding_form_exposes_is_kinetic_defaulting_to_true(): - cw = ConfigurationWidget() - cw._binding_picker.value = cw._binding_registry["Linear"] + iw, cw = built() + iw._binding_picker.value = iw._binding_registry["Linear"] element = cw._binding_form.element("is_kinetic") assert element.value is True # CADET-Process's own default @@ -269,8 +266,8 @@ def test_binding_form_exposes_is_kinetic_defaulting_to_true(): def test_unchecking_is_kinetic_commits_to_the_real_binding_model(): - cw = ConfigurationWidget() - cw._binding_picker.value = cw._binding_registry["Langmuir"] + iw, cw = built() + iw._binding_picker.value = iw._binding_registry["Langmuir"] cw._binding_form.element("is_kinetic").value = False @@ -278,14 +275,14 @@ def test_unchecking_is_kinetic_commits_to_the_real_binding_model(): def test_no_binding_does_not_get_an_is_kinetic_field(): - cw = ConfigurationWidget() - cw._binding_picker.value = cw._binding_registry["None"] + iw, cw = built() + iw._binding_picker.value = iw._binding_registry["None"] assert "is_kinetic" not in {f.name for f in cw._binding_form.spec.fields} def test_column_geometry_fields_default_to_scalar_non_multiplexed(): - cw = ConfigurationWidget() - cw._column_picker.value = cw._columns["General Rate Model (GRM)"] + iw, cw = built() + iw._column_picker.value = iw._columns["General Rate Model (GRM)"] by_name = {f.name: f for f in cw._column_form.spec.fields} assert by_name["axial_dispersion"].kind == "float" @@ -294,9 +291,9 @@ def test_column_geometry_fields_default_to_scalar_non_multiplexed(): def test_enabling_multiplex_switches_field_to_per_component(): - cw = ConfigurationWidget() - cw._components.value = ["Salt", "Protein"] - cw._column_picker.value = cw._columns["General Rate Model (GRM)"] + iw, cw = built() + iw.components = ["Salt", "Protein"] + iw._column_picker.value = iw._columns["General Rate Model (GRM)"] cw._multiplex_checkboxes["axial_dispersion"].value = True @@ -307,17 +304,18 @@ def test_enabling_multiplex_switches_field_to_per_component(): assert by_name["film_diffusion"].kind == "float" -def test_multiplex_checkboxes_hidden_for_column_without_any_applicable_param(): - cw = ConfigurationWidget() - cw._column_picker.value = cw._columns["Continuous Stirred Tank Reactor (CSTR)"] - # The gear itself stays visible -- "Show optional parameters" always applies. - assert cw._column_settings.button.layout.display != "none" - assert all(cb.layout.display == "none" for cb in cw._multiplex_checkboxes.values()) +def test_multiplex_checkbox_visibility_matches_column_capabilities(): + iw, cw = built() + # LumpedRateModelWithoutPores: no particles + iw._column_picker.value = iw._columns["Lumped Rate Model Without Pores (LRM)"] + assert cw._multiplex_checkboxes["axial_dispersion"].layout.display == "" + assert cw._multiplex_checkboxes["film_diffusion"].layout.display == "none" + assert cw._multiplex_checkboxes["pore_diffusion"].layout.display == "none" def test_show_optional_parameters_adds_and_removes_column_fields(): - cw = ConfigurationWidget() - cw._column_picker.value = cw._columns["General Rate Model (GRM)"] + iw, cw = built() + iw._column_picker.value = iw._columns["General Rate Model (GRM)"] required_names = {f.name for f in cw._column_form.spec.fields} assert "c" not in required_names # optional fields hidden by default @@ -332,9 +330,9 @@ def test_show_optional_parameters_adds_and_removes_column_fields(): def test_show_optional_parameters_skips_none_valued_and_non_scalar_fields(): - cw = ConfigurationWidget() - cw._column_picker.value = cw._columns["General Rate Model (GRM)"] - cw._binding_picker.value = cw._binding_registry["None"] # q stays unset without a real isotherm + iw, cw = built() + iw._column_picker.value = iw._columns["General Rate Model (GRM)"] + iw._binding_picker.value = iw._binding_registry["None"] # q stays unset without a real isotherm cw._show_optional_column_checkbox.value = True names = {f.name for f in cw._column_form.spec.fields} @@ -344,8 +342,8 @@ def test_show_optional_parameters_skips_none_valued_and_non_scalar_fields(): def test_show_optional_parameters_does_not_apply_to_binding_form(): - cw = ConfigurationWidget() - cw._binding_picker.value = cw._binding_registry["Steric Mass Action (SMA)"] + iw, cw = built() + iw._binding_picker.value = iw._binding_registry["Steric Mass Action (SMA)"] cw._show_optional_column_checkbox.value = True names = {f.name for f in cw._binding_form.spec.fields} @@ -353,8 +351,8 @@ def test_show_optional_parameters_does_not_apply_to_binding_form(): def test_show_optional_binding_parameters_adds_sma_reference_concentrations(): - cw = ConfigurationWidget() - cw._binding_picker.value = cw._binding_registry["Steric Mass Action (SMA)"] + iw, cw = built() + iw._binding_picker.value = iw._binding_registry["Steric Mass Action (SMA)"] required_names = {f.name for f in cw._binding_form.spec.fields} cw._show_optional_binding_checkbox.value = True @@ -367,36 +365,27 @@ def test_show_optional_binding_parameters_adds_sma_reference_concentrations(): def test_show_optional_binding_parameters_does_not_apply_to_column_form(): - cw = ConfigurationWidget() - cw._column_picker.value = cw._columns["General Rate Model (GRM)"] + iw, cw = built() + iw._column_picker.value = iw._columns["General Rate Model (GRM)"] cw._show_optional_binding_checkbox.value = True names = {f.name for f in cw._column_form.spec.fields} assert "c" not in names -def test_multiplex_checkbox_visibility_matches_column_capabilities(): - cw = ConfigurationWidget() - # LumpedRateModelWithoutPores: no particles - cw._column_picker.value = cw._columns["Lumped Rate Model Without Pores (LRM)"] - assert cw._multiplex_checkboxes["axial_dispersion"].layout.display == "" - assert cw._multiplex_checkboxes["film_diffusion"].layout.display == "none" - assert cw._multiplex_checkboxes["pore_diffusion"].layout.display == "none" - - def test_scalar_column_field_broadcasts_via_cadetprocess(): - cw = ConfigurationWidget() - cw._components.value = ["Salt", "Protein", "Impurity"] - cw._column_picker.value = cw._columns["General Rate Model (GRM)"] + iw, cw = built() + iw.components = ["Salt", "Protein", "Impurity"] + iw._column_picker.value = iw._columns["General Rate Model (GRM)"] column = cw._get_column() assert column.axial_dispersion == [column.axial_dispersion[0]] * 3 def test_multiplexed_column_field_keeps_distinct_per_component_values(): - cw = ConfigurationWidget() - cw._components.value = ["Salt", "Protein"] - cw._column_picker.value = cw._columns["General Rate Model (GRM)"] + iw, cw = built() + iw.components = ["Salt", "Protein"] + iw._column_picker.value = iw._columns["General Rate Model (GRM)"] cw._multiplex_checkboxes["axial_dispersion"].value = True cw._column_form._elements["axial_dispersion"].value = [1e-8, 2e-8] @@ -406,19 +395,19 @@ def test_multiplexed_column_field_keeps_distinct_per_component_values(): def test_concentration_fields_are_sized_and_named_from_component_system(): - cw = ConfigurationWidget() - cw._components.value = ["Salt", "Protein", "Impurity"] - cw._model_picker.value = cw._registry["Batch Elution"] + iw, cw = built() + iw.components = ["Salt", "Protein", "Impurity"] + cw._model_picker.value = cw._registry["Load–Wash–Elute (LWE)"] by_name = {f.name: f for f in cw._model_form.spec.fields} - assert by_name["c_feed"].component_names == ("Salt", "Protein", "Impurity") - assert len(by_name["c_feed"].default) == 3 - assert by_name["c_eluent"].component_names == ("Salt", "Protein", "Impurity") + assert by_name["c_buffer_a"].component_names == ("Salt", "Protein", "Impurity") + assert len(by_name["c_buffer_a"].default) == 3 + assert by_name["c_sample"].component_names == ("Salt", "Protein", "Impurity") def test_export_script_reflects_a_renamed_single_component(): - cw = ConfigurationWidget() - cw._components.value = ["MyProtein"] # still one component, just renamed + iw, cw = built() + iw.components = ["MyProtein"] # still one component, just renamed script = cw.export_script() assert "component_system = ComponentSystem(['MyProtein'])" in script @@ -428,31 +417,45 @@ def test_export_script_reflects_a_renamed_single_component(): assert list(ns["component_system"].names) == ["MyProtein"] +def test_breakthrough_sample_buffer_choice_field_targets_the_selected_buffer(): + iw, cw = built() + cw._model_picker.value = cw._registry["Breakthrough"] + + sample_buffer = cw._model_form.element("sample_buffer") + assert sample_buffer.option_labels == [ + "Feed inlet (F)", "Buffer A", "Buffer B", "Buffer C", "Buffer D", + ] + assert sample_buffer.value == "F" + assert cw.process.flow_sheet.feed_inlet.flow_rate[0] > 0 + + sample_buffer.value = "A" + assert cw.process.flow_sheet.buffer_a.flow_rate[0] > 0 + + def test_event_sliders_cover_only_scalar_timing_fields_not_concentration_lists(): - cw = ConfigurationWidget() # defaults to Batch Elution - assert set(cw._event_sliders) == {"flow_rate", "feed_duration", "cycle_time"} + _, cw = built() # defaults to Pulse Injection + assert set(cw._event_sliders) == {"cycle_time", "flow_rate"} def test_event_sliders_change_when_process_template_changes(): - cw = ConfigurationWidget() + _, cw = built() cw._model_picker.value = cw._registry["Load–Wash–Elute (LWE)"] assert set(cw._event_sliders) == { - "flow_rate", "load_duration", "wash_duration", - "gradient_duration", "final_wash_duration", + "delta_t_wash", "delta_t_elute", "delta_t_final_wash", "flow_rate_wash", } def test_moving_event_slider_updates_the_linked_form_field(): - cw = ConfigurationWidget() - slider = cw._event_sliders["feed_duration"] + _, cw = built() + slider = cw._event_sliders["cycle_time"] slider.value = slider.value * 2 - assert cw._model_form.element("feed_duration").value == slider.value + assert cw._model_form.element("cycle_time").value == slider.value def test_editing_form_field_updates_the_linked_event_slider(): - cw = ConfigurationWidget() + _, cw = built() element = cw._model_form.element("flow_rate") element.value = element.value * 3 @@ -461,7 +464,7 @@ def test_editing_form_field_updates_the_linked_event_slider(): def test_moving_event_slider_rebuilds_a_preview_process(): - cw = ConfigurationWidget() + _, cw = built() seen = [] original_build = cw._model_form.spec.build @@ -474,21 +477,20 @@ def test_moving_event_slider_rebuilds_a_preview_process(): def test_moving_event_slider_with_invalid_column_field_does_not_crash(): - cw = ConfigurationWidget() + _, cw = built() cw._column_form._elements["length"].value = -1.0 # CADET-Process rejects this on setattr cw._event_sliders["cycle_time"].value += 1.0 # must not raise despite the column error -def test_event_chart_populates_series_from_parameter_timelines_on_construction(): - cw = ConfigurationWidget() # defaults to Batch Elution, valid out of the box +def test_event_chart_populates_series_from_parameter_timelines(): + _, cw = built() + cw._model_picker.value = cw._registry["Step"] # a clean, valve-event-free timeline set series = cw._event_chart.series assert len(series) == len(cw.process.parameter_timelines) - # display names are the unit-operation name, not the raw dotted - # CADET-Process path (e.g. "Eluent", not "flow_sheet.eluent.flow_rate") names = {s["name"] for s in series} - assert names == {"Eluent", "Feed"} + assert names == {"Buffer b"} for s in series: assert len(s["times"]) == len(s["values"]) == 300 assert s["times"][0] == 0.0 @@ -496,7 +498,8 @@ def test_event_chart_populates_series_from_parameter_timelines_on_construction() def test_event_chart_updates_when_a_field_changes(): - cw = ConfigurationWidget() + _, cw = built() + cw._model_picker.value = cw._registry["Step"] first_series = cw._event_chart.series cw._model_form.element("cycle_time").value = 7000.0 @@ -505,27 +508,24 @@ def test_event_chart_updates_when_a_field_changes(): assert cw._event_chart.series[0]["times"][-1] == 7000.0 / 60.0 -def test_event_chart_clears_when_nothing_is_selectable(): - cw = ConfigurationWidget() - assert cw._event_chart.series # non-empty to start - - cw._column_picker.value = None - +def test_event_chart_clears_when_no_instrument_is_bound(): + cw = ConfigurationWidget() # nothing bound at all assert cw._event_chart.series == [] def test_event_chart_y_label_is_flow_rate_quantity_and_unit(): - cw = ConfigurationWidget() # Batch Elution: every timeline is *.flow_rate + _, cw = built() + cw._model_picker.value = cw._registry["Step"] # every timeline is *.flow_rate assert cw._event_chart.y_label == "Flow rate / m^3/s" def test_cycle_time_slider_is_capped_at_300_minutes_by_default(): - cw = ConfigurationWidget() # default cycle_time (6000s = 100min) is under the cap + _, cw = built() # default cycle_time (6000s = 100min) is under the cap assert cw._event_sliders["cycle_time"].max == 300.0 * 60.0 def test_cycle_time_slider_cap_stretches_to_fit_an_existing_larger_value(): - cw = ConfigurationWidget() + _, cw = built() cw._model_form.element("cycle_time").value = 400.0 * 60.0 # 400 min is above the 300 min cap cw._rebuild_event_sliders() # normally triggered by a rebuild, called directly here @@ -535,10 +535,10 @@ def test_cycle_time_slider_cap_stretches_to_fit_an_existing_larger_value(): def test_switching_column_type_rebuilds_event_sliders_without_stale_links(): - cw = ConfigurationWidget() + iw, cw = built() old_slider = cw._event_sliders["flow_rate"] - cw._column_picker.selected_index = 1 # switch column from GRM (default) to LRMP + iw._column_picker.selected_index = 1 # switch column from GRM (default) to LRMP new_slider = cw._event_sliders["flow_rate"] assert new_slider is not old_slider @@ -547,7 +547,7 @@ def test_switching_column_type_rebuilds_event_sliders_without_stale_links(): def test_cycle_time_settings_gear_visible_only_when_cycle_time_exists(): - cw = ConfigurationWidget() # defaults to Batch Elution, which has cycle_time + _, cw = built() # defaults to Pulse Injection, which has cycle_time assert cw._process_settings.button.layout.display == "" cw._model_picker.value = cw._registry["Load–Wash–Elute (LWE)"] # no cycle_time field @@ -556,7 +556,7 @@ def test_cycle_time_settings_gear_visible_only_when_cycle_time_exists(): def test_cycle_time_minutes_toggle_swaps_visible_field_and_converts_value(): - cw = ConfigurationWidget() + _, cw = built() seconds_element = cw._model_form.element("cycle_time") assert seconds_element.value == 6000.0 assert seconds_element.layout.display == "" @@ -570,7 +570,7 @@ def test_cycle_time_minutes_toggle_swaps_visible_field_and_converts_value(): def test_editing_cycle_time_in_minutes_updates_the_real_seconds_field(): - cw = ConfigurationWidget() + _, cw = built() cw._cycle_time_unit_checkbox.value = True cw._cycle_time_minutes_element.value = 150.0 @@ -581,10 +581,10 @@ def test_editing_cycle_time_in_minutes_updates_the_real_seconds_field(): def test_cycle_time_unit_checkbox_state_persists_across_a_rebuild(): - cw = ConfigurationWidget() + iw, cw = built() cw._cycle_time_unit_checkbox.value = True - cw._components.value = ["Salt", "Protein"] # triggers _rebuild_forms -> fresh elements + iw.components = ["Salt", "Protein"] # triggers _rebuild_forms -> fresh elements seconds_element = cw._model_form.element("cycle_time") assert seconds_element.layout.display == "none" @@ -592,7 +592,7 @@ def test_cycle_time_unit_checkbox_state_persists_across_a_rebuild(): def test_invalid_field_value_is_not_committed_and_shows_an_inline_error(): - cw = ConfigurationWidget() + _, cw = built() element = cw._model_form.element("flow_rate") # has validate=require_positive element.value = -1.0 @@ -604,7 +604,7 @@ def test_invalid_field_value_is_not_committed_and_shows_an_inline_error(): def test_invalid_field_value_leaves_the_last_good_process_in_place(): - cw = ConfigurationWidget() + _, cw = built() good_process = cw.process assert good_process is not None @@ -614,7 +614,7 @@ def test_invalid_field_value_leaves_the_last_good_process_in_place(): def test_cadetprocess_level_rejection_surfaces_as_a_status_error_without_crashing(): - cw = ConfigurationWidget() + _, cw = built() cw._column_form._elements["length"].value = -1.0 # no client-side validator for this field @@ -623,7 +623,7 @@ def test_cadetprocess_level_rejection_surfaces_as_a_status_error_without_crashin def test_fixing_an_invalid_value_recommits_automatically(): - cw = ConfigurationWidget() + _, cw = built() element = cw._model_form.element("flow_rate") element.value = -1.0 assert cw._model_form.built is None @@ -635,73 +635,21 @@ def test_fixing_an_invalid_value_recommits_automatically(): assert cw.process is cw._model_form.built -def test_pulse_feed_builds_a_process_for_a_cstr(): - cw = ConfigurationWidget() - cw._column_picker.value = cw._columns["Continuous Stirred Tank Reactor (CSTR)"] - cw._model_picker.value = cw._registry["Pulse Feed (Single Component)"] - # Pulse Feed doesn't need the second component Batch Elution auto-added. - cw._components.value = ["Component 1"] - - assert type(cw.process).__name__ == "Process" - assert cw.process.cycle_time == 6000.0 - timeline = cw.process.parameter_timelines["flow_sheet.feed.c"] - assert timeline.value([0.0]).flatten().tolist() == [10.0] - assert timeline.value([70.0]).flatten().tolist() == [0.0] # past the 60s pulse_duration +def test_bypassing_column_builds_a_process_with_no_column_at_all(): + iw, cw = built() + iw._bypass_checkboxes["column"].value = True + iw._bypass_checkboxes["tubing_pre_column"].value = True + iw._bypass_checkboxes["tubing_post_column"].value = True + iw._bypass_checkboxes["tubing_detectors"].value = True - -def test_pulse_feed_component_picker_targets_only_the_selected_component(): - cw = ConfigurationWidget() - cw._column_picker.value = cw._columns["Continuous Stirred Tank Reactor (CSTR)"] - cw._components.value = ["Salt", "Protein"] - cw._model_picker.value = cw._registry["Pulse Feed (Single Component)"] - - component = cw._model_form.element("component") - assert component.option_labels == ["Salt", "Protein"] - timeline = cw.process.parameter_timelines["flow_sheet.feed.c"] - assert timeline.value([0.0]).flatten().tolist() == [10.0, 0.0] - - component.value = "Protein" - - timeline = cw.process.parameter_timelines["flow_sheet.feed.c"] - assert timeline.value([0.0]).flatten().tolist() == [0.0, 10.0] - - -def test_pulse_feed_event_chart_shows_feed_concentration(): - cw = ConfigurationWidget() - cw._column_picker.value = cw._columns["Continuous Stirred Tank Reactor (CSTR)"] - cw._model_picker.value = cw._registry["Pulse Feed (Single Component)"] - # Pulse Feed doesn't need the second component Batch Elution auto-added. - cw._components.value = ["Component 1"] - - assert [s["name"] for s in cw._event_chart.series] == ["Feed"] - assert cw._event_chart.y_label == "Concentration / mol/m^3_IV" - - -def test_pulse_feed_gets_sliders_for_its_scalar_fields_but_not_the_component_picker(): - cw = ConfigurationWidget() - cw._column_picker.value = cw._columns["Continuous Stirred Tank Reactor (CSTR)"] - cw._model_picker.value = cw._registry["Pulse Feed (Single Component)"] - - assert set(cw._event_sliders) == {"concentration", "flow_rate", "pulse_duration", "cycle_time"} - - -def test_pulse_feed_export_script_round_trips(): - cw = ConfigurationWidget() - cw._column_picker.value = cw._columns["Continuous Stirred Tank Reactor (CSTR)"] - cw._model_picker.value = cw._registry["Pulse Feed (Single Component)"] - - script = cw.export_script() - ns: dict = {} - exec(compile(script, "", "exec"), ns) # noqa: S102 - - assert ns["process"].cycle_time == cw.process.cycle_time - exported_timeline = ns["process"].parameter_timelines["flow_sheet.feed.c"] - original_timeline = cw.process.parameter_timelines["flow_sheet.feed.c"] - assert exported_timeline.value([0.0]).tolist() == original_timeline.value([0.0]).tolist() + assert "column" not in [u.name for u in iw.flow_sheet.units] + assert cw._column_form is None + assert cw._binding_form is None + assert cw.process is not None # the process template itself needs no column def test_config_hash_is_set_after_construction_and_changes_with_field_edits(): - cw = ConfigurationWidget() + _, cw = built() assert cw.config_hash is not None first_hash = cw.config_hash @@ -710,15 +658,15 @@ def test_config_hash_is_set_after_construction_and_changes_with_field_edits(): def test_snapshot_and_apply_state_round_trips_a_mutated_configuration(): - cw = ConfigurationWidget() - cw._column_picker.value = cw._columns["General Rate Model (GRM)"] - cw._binding_picker.value = cw._binding_registry["Langmuir"] + iw, cw = built() + iw._column_picker.value = iw._columns["General Rate Model (GRM)"] + iw._binding_picker.value = iw._binding_registry["Langmuir"] cw._column_form.element("length").value = 0.42 cw._model_form.element("flow_rate").value = 4.4e-6 state = cw._snapshot_state() - cw2 = ConfigurationWidget() # a different widget entirely + _, cw2 = built() # a different widget entirely cw2._apply_state("Imported", state) assert cw2.config_name == "Imported" @@ -730,18 +678,31 @@ def test_snapshot_and_apply_state_round_trips_a_mutated_configuration(): assert cw2._model_form.collect_values() == cw._model_form.collect_values() -def test_apply_state_rejects_an_unregistered_column_key(): - cw = ConfigurationWidget() +def test_apply_state_rejects_an_unregistered_template_key(): + _, cw = built() state = cw._snapshot_state() bad_state = configuration_store.ConfigurationState( - **{**state.__dict__, "column_key": "Some Removed Column"} + **{**state.__dict__, "template_key": "Some Removed Template"} ) with pytest.raises(ValueError, match="isn't registered"): cw._apply_state("x", bad_state) +def test_apply_state_rejects_an_unregistered_column_key(): + iw, cw = built() + state = cw._snapshot_state() + bad_instrument = configuration_store.InstrumentState( + **{**state.instrument.__dict__, "column_key": "Some Removed Column"} + ) + bad_state = configuration_store.ConfigurationState( + **{**state.__dict__, "instrument": bad_instrument} + ) + with pytest.raises(ValueError, match="Unknown column model"): + cw._apply_state("x", bad_state) + + def test_save_button_writes_to_the_store_and_shows_the_path(tmp_path): - cw = ConfigurationWidget() + _, cw = built() cw.persistence._name_field.value = "Saved Config" cw.persistence._on_save(None) @@ -753,13 +714,13 @@ def test_save_button_writes_to_the_store_and_shows_the_path(tmp_path): def test_import_from_store_restores_a_previously_saved_configuration(): - cw = ConfigurationWidget() + _, cw = built() cw.persistence._name_field.value = "Saved Config" cw._model_form.element("flow_rate").value = 7.7e-6 cw.persistence._on_save(None) saved_hash = cw.config_hash - cw2 = ConfigurationWidget() + _, cw2 = built() cw2.import_from_store(saved_hash) assert cw2.config_name == "Saved Config" @@ -768,18 +729,18 @@ def test_import_from_store_restores_a_previously_saved_configuration(): def test_import_from_store_with_unknown_hash_shows_an_error(): - cw = ConfigurationWidget() + _, cw = built() cw.import_from_store("deadbeef") assert "deadbeef" in cw.persistence.save_status.value def test_import_hash_button_delegates_to_import_from_store(): - cw = ConfigurationWidget() + _, cw = built() cw.persistence._name_field.value = "Saved Config" cw.persistence._on_save(None) saved_hash = cw.config_hash - cw2 = ConfigurationWidget() + _, cw2 = built() cw2.persistence._import_hash_field.value = saved_hash cw2.persistence._on_import_hash_click(None) @@ -787,7 +748,7 @@ def test_import_hash_button_delegates_to_import_from_store(): def test_file_upload_imports_an_exported_configuration(): - cw = ConfigurationWidget() + _, cw = built() cw.persistence._name_field.value = "Uploaded Config" cw._model_form.element("flow_rate").value = 2.2e-6 @@ -800,7 +761,7 @@ def test_file_upload_imports_an_exported_configuration(): configuration_store.save_h5(state, "Uploaded Config", path, process=cw.process) content = memoryview(path.read_bytes()) - cw2 = ConfigurationWidget() + _, cw2 = built() cw2.persistence._file_upload.value = ( { "name": "exported.h5", @@ -817,7 +778,7 @@ def test_file_upload_imports_an_exported_configuration(): def test_store_dir_defaults_to_none_and_uses_the_default_store(tmp_path): - cw = ConfigurationWidget() + _, cw = built() cw.persistence._name_field.value = "Default Store Config" assert cw.persistence.store_dir is None @@ -828,7 +789,7 @@ def test_store_dir_defaults_to_none_and_uses_the_default_store(tmp_path): def test_setting_a_custom_store_dir_is_used_for_save_and_import(tmp_path): custom = tmp_path / "my_configs" / "nested" - cw = ConfigurationWidget() + _, cw = built() cw.persistence._name_field.value = "Custom Folder Config" cw.persistence._store_dir_field.value = str(custom) @@ -840,7 +801,7 @@ def test_setting_a_custom_store_dir_is_used_for_save_and_import(tmp_path): cw.persistence._on_save(None) assert (custom / f"{cw.config_hash}.h5").exists() - cw2 = ConfigurationWidget() + _, cw2 = built() cw2.persistence._store_dir_field.value = str(custom) cw2.persistence._on_set_store_dir(None) cw2.import_from_store(cw.config_hash) @@ -848,7 +809,7 @@ def test_setting_a_custom_store_dir_is_used_for_save_and_import(tmp_path): def test_blank_store_dir_field_resets_to_the_default(tmp_path): - cw = ConfigurationWidget() + _, cw = built() cw.persistence._store_dir_field.value = str(tmp_path / "custom") cw.persistence._on_set_store_dir(None) assert cw.persistence.store_dir is not None @@ -862,7 +823,7 @@ def test_invalid_store_dir_shows_an_error_and_does_not_change_store_dir(tmp_path blocked = tmp_path / "not_a_directory" blocked.write_text("x") - cw = ConfigurationWidget() + _, cw = built() cw.persistence._store_dir_field.value = str(blocked / "sub") cw.persistence._on_set_store_dir(None) @@ -871,7 +832,7 @@ def test_invalid_store_dir_shows_an_error_and_does_not_change_store_dir(tmp_path def test_save_without_a_name_is_refused(tmp_path): - cw = ConfigurationWidget() + _, cw = built() cw.persistence._name_field.value = "" # cleared the default name cw.persistence._on_save(None) @@ -880,7 +841,7 @@ def test_save_without_a_name_is_refused(tmp_path): def test_save_load_details_are_collapsed_by_default_and_toggle(): - cw = ConfigurationWidget() + _, cw = built() assert cw.persistence._save_load_details_box.layout.display == "none" assert cw.persistence._btn_toggle_save_load_details.description == "Show details" @@ -894,7 +855,7 @@ def test_save_load_details_are_collapsed_by_default_and_toggle(): def test_save_load_section_is_the_first_section_in_the_panel(): - cw = ConfigurationWidget() + _, cw = built() children = cw.root.children # index 0 is the injected style tag, index 1 the panel title save_load_section = children[2] @@ -902,7 +863,7 @@ def test_save_load_section_is_the_first_section_in_the_panel(): def test_name_error_reflects_whether_the_configuration_is_named(): - cw = ConfigurationWidget() + _, cw = built() assert cw.name_error() is None # has the default name cw.persistence._name_field.value = "" @@ -911,7 +872,7 @@ def test_name_error_reflects_whether_the_configuration_is_named(): def test_persist_to_store_raises_without_a_name(): - cw = ConfigurationWidget() + _, cw = built() cw.persistence._name_field.value = "" try: cw.persist_to_store() @@ -921,7 +882,7 @@ def test_persist_to_store_raises_without_a_name(): def test_persist_to_store_saves_and_returns_the_path(tmp_path): - cw = ConfigurationWidget() + _, cw = built() cw.persistence._name_field.value = "Persisted Config" path = cw.persist_to_store() @@ -931,7 +892,7 @@ def test_persist_to_store_saves_and_returns_the_path(tmp_path): def test_config_hash_is_computed_fresh_not_cached_stale(): - cw = ConfigurationWidget() + _, cw = built() first = cw.config_hash cw._model_form.element("flow_rate").value = 8.8e-6 assert cw.config_hash != first # no stale cached value survives a field edit diff --git a/tests/test_configuration_store.py b/tests/test_configuration_store.py index 1c23adc..f1b2e00 100644 --- a/tests/test_configuration_store.py +++ b/tests/test_configuration_store.py @@ -6,6 +6,7 @@ from cadet import H5 from cadetgui.configuration_store import ( ConfigurationState, + InstrumentState, compute_hash, list_store, load_from_store, @@ -17,12 +18,25 @@ warnings.filterwarnings("ignore", category=UserWarning) -def _sample_state(**overrides) -> ConfigurationState: +def _sample_instrument(**overrides) -> InstrumentState: defaults = dict( components=["Salt", "Protein"], column_key="Lumped Rate Model Without Pores (LRM)", binding_key="Linear", - template_key="Batch Elution", + include_sample_loop=True, + sample_loop_volume=50e-9, + sample_loop_diameter_auto=True, + sample_loop_diameter=0.75e-3, + bypass_units=[], + ) + defaults.update(overrides) + return InstrumentState(**defaults) + + +def _sample_state(*, instrument: InstrumentState | None = None, **overrides) -> ConfigurationState: + defaults = dict( + instrument=instrument or _sample_instrument(), + template_key="Load–Wash–Elute (LWE)", multiplex_state={"axial_dispersion": False}, show_optional_column=False, show_optional_binding=True, diff --git a/tests/test_parameter_estimation.py b/tests/test_parameter_estimation.py index 5e10ce5..29a8a77 100644 --- a/tests/test_parameter_estimation.py +++ b/tests/test_parameter_estimation.py @@ -11,12 +11,19 @@ from cadetgui.widgets.composite import ( ConfigurationWidget, DataImportWidget, + InstrumentWidget, ParameterEstimationWidget, ) warnings.filterwarnings("ignore", category=UserWarning) +def built_configuration() -> ConfigurationWidget: + """A default InstrumentWidget + bound ConfigurationWidget, auto-committed.""" + iw = InstrumentWidget() + return ConfigurationWidget(instrument=iw) + + @pytest.fixture(autouse=True) def _isolated_store(tmp_path, monkeypatch): """Redirect the configuration store to a tmp dir -- never touch the real one.""" @@ -79,7 +86,7 @@ def test_parameter_estimation_widget_accepts_a_prebuilt_data_widget(): def test_bind_to_config_populates_the_add_parameter_picker(): pw = ParameterEstimationWidget() - cw = ConfigurationWidget() + cw = built_configuration() pw.bind_to_config(cw) @@ -90,7 +97,7 @@ def test_bind_to_config_populates_the_add_parameter_picker(): def test_config_field_changes_rebuild_the_add_parameter_picker(): pw = ParameterEstimationWidget() - cw = ConfigurationWidget() + cw = built_configuration() pw.bind_to_config(cw) before = len(pw.param_space._param_add_picker.option_labels) @@ -101,7 +108,7 @@ def test_config_field_changes_rebuild_the_add_parameter_picker(): def test_adding_a_parameter_removes_it_from_the_add_picker_and_adds_a_row(): pw = ParameterEstimationWidget() - cw = ConfigurationWidget() + cw = built_configuration() pw.bind_to_config(cw) before = len(pw.param_space._param_add_picker.option_labels) @@ -114,7 +121,7 @@ def test_adding_a_parameter_removes_it_from_the_add_picker_and_adds_a_row(): def test_removing_a_parameter_puts_it_back_in_the_add_picker(): pw = ParameterEstimationWidget() - cw = ConfigurationWidget() + cw = built_configuration() pw.bind_to_config(cw) _add_param(pw, 0) before = len(pw.param_space._param_add_picker.option_labels) @@ -128,7 +135,7 @@ def test_removing_a_parameter_puts_it_back_in_the_add_picker(): def test_unrelated_config_edits_preserve_edited_start_lb_ub_for_an_added_parameter(): pw = ParameterEstimationWidget() - cw = ConfigurationWidget() + cw = built_configuration() pw.bind_to_config(cw) _add_param(pw, 0) pw.param_space._start_fields[0].value = 0.123 @@ -145,7 +152,7 @@ def test_unrelated_config_edits_preserve_edited_start_lb_ub_for_an_added_paramet def test_start_field_defaults_to_the_current_config_value_for_a_new_parameter(): pw = ParameterEstimationWidget() - cw = ConfigurationWidget() + cw = built_configuration() pw.bind_to_config(cw) _add_param(pw, 0) @@ -155,19 +162,19 @@ def test_start_field_defaults_to_the_current_config_value_for_a_new_parameter(): def test_bind_to_config_populates_the_component_picker_with_components_and_total(): pw = ParameterEstimationWidget() - cw = ConfigurationWidget() + cw = built_configuration() pw.bind_to_config(cw) assert pw._component_picker.option_labels == [ - "Component 1", "Component 2", "Total (sum of all components)", + "Component 1", "Total (sum of all components)", ] assert pw._component_picker.value == "Component 1" # a real component, not Total def test_unrelated_config_edits_do_not_reset_an_explicit_total_pick(): pw = ParameterEstimationWidget() - cw = ConfigurationWidget() + cw = built_configuration() pw.bind_to_config(cw) pw._component_picker.value = None # "Total (sum of all components)" @@ -178,7 +185,7 @@ def test_unrelated_config_edits_do_not_reset_an_explicit_total_pick(): def test_bind_to_config_populates_the_base_process_picker_with_current_configuration_only(): pw = ParameterEstimationWidget() - cw = ConfigurationWidget() + cw = built_configuration() pw.bind_to_config(cw) @@ -187,7 +194,7 @@ def test_bind_to_config_populates_the_base_process_picker_with_current_configura def test_preview_populates_the_signal_picker_and_does_not_touch_the_configuration(): pw = ParameterEstimationWidget() - cw = ConfigurationWidget() + cw = built_configuration() pw.bind_to_config(cw) assert pw._signal_picker.option_labels == [] # nothing previewed yet @@ -204,7 +211,7 @@ def test_plot_widget_starts_hidden_and_is_shown_once_a_preview_is_drawn(): # `W.Image` renders a broken-image icon when `.value` is unset -- must # stay hidden until there's actually something to show. pw = ParameterEstimationWidget() - cw = ConfigurationWidget() + cw = built_configuration() pw.bind_to_config(cw) assert pw._plot_out.layout.display == "none" @@ -219,7 +226,7 @@ def test_preview_defaults_the_signal_picker_to_the_sink(): # Fitting against the process outlet is the common case -- it should be # selected by default after Preview, not whichever unit happens first. pw = ParameterEstimationWidget() - cw = ConfigurationWidget() + cw = built_configuration() pw.bind_to_config(cw) pw._on_preview(None) @@ -245,7 +252,7 @@ def test_uploading_a_dataset_populates_the_dataset_picker(): def test_saving_a_configuration_and_refreshing_lists_it_as_a_base_process(): pw = ParameterEstimationWidget() - cw = ConfigurationWidget() + cw = built_configuration() pw.bind_to_config(cw) cw.persistence._name_field.value = "Saved Base" cw.persist_to_store() @@ -257,7 +264,7 @@ def test_saving_a_configuration_and_refreshing_lists_it_as_a_base_process(): def test_picking_a_saved_base_process_loads_it_into_the_configuration_and_previews(): pw = ParameterEstimationWidget() - cw = ConfigurationWidget() + cw = built_configuration() pw.bind_to_config(cw) cw.persistence._name_field.value = "Saved Base" saved_hash = cw.config_hash @@ -274,7 +281,7 @@ def test_picking_a_saved_base_process_loads_it_into_the_configuration_and_previe def _bound_widgets(): - cw = ConfigurationWidget() + cw = built_configuration() pw = ParameterEstimationWidget() pw.bind_to_config(cw) return cw, pw @@ -485,6 +492,7 @@ def test_run_estimation_with_total_selected_still_succeeds(): def test_run_estimation_with_a_specific_component_selected_succeeds(): cw, pw = _bound_widgets() + cw._instrument.components = ["Component 1", "Component 2"] # needs a real 2nd component pw._on_preview(None) unit, port = pw._signal_picker.value sol = pw._display_result.solution[unit][port] diff --git a/tests/test_parameter_estimation_adapter.py b/tests/test_parameter_estimation_adapter.py index dad408a..c343ffa 100644 --- a/tests/test_parameter_estimation_adapter.py +++ b/tests/test_parameter_estimation_adapter.py @@ -15,13 +15,14 @@ simulate_at, ) from cadetgui.simulation import run_process -from cadetgui.widgets.composite import ConfigurationWidget +from cadetgui.widgets.composite import ConfigurationWidget, InstrumentWidget warnings.filterwarnings("ignore", category=UserWarning) def built_widget() -> ConfigurationWidget: - return ConfigurationWidget() # auto-commits its defaults on construction + iw = InstrumentWidget() + return ConfigurationWidget(instrument=iw) # auto-commits its defaults on construction FIELDS = [ @@ -226,7 +227,7 @@ def test_simulate_at_writes_values_onto_an_independent_copy(): result = simulate_at(process, column, params, [porosity_idx], [0.5]) assert column.total_porosity == original_porosity # caller's process untouched - assert result.solution.outlet.inlet.solution.shape[1] == len(cw._components.value) + assert result.solution.outlet.inlet.solution.shape[1] == len(cw.components) # Compare against a hand-built simulation at the same value -- same curve. import copy as _copy @@ -308,6 +309,7 @@ def test_run_estimation_with_a_component_name_ignores_other_components(): # A reference built from just "Component 2" should recover the same fit # whether "Component 1" is perturbed or not -- it's never looked at. cw = built_widget() + cw._instrument.components = ["Component 1", "Component 2"] # needs a real 2nd component process, column = cw.process, cw._column_form.built original_porosity = column.total_porosity diff --git a/tests/test_run_history.py b/tests/test_run_history.py index 87bba72..12e52e6 100644 --- a/tests/test_run_history.py +++ b/tests/test_run_history.py @@ -1,5 +1,6 @@ from __future__ import annotations +import cadetgui.run_store as run_store from cadetgui.widgets.composite import RunHistoryWidget @@ -79,3 +80,80 @@ def test_record_without_config_leaves_hash_none(): assert run.config_name is None assert run.config_hash is None + + +def test_default_store_dir_is_none_and_nothing_is_persisted(tmp_path, monkeypatch): + """No store_dir set -> plain in-memory history, matching the pre-persistence behavior.""" + monkeypatch.setattr(run_store, "default_run_store_dir", lambda: tmp_path) + h = RunHistoryWidget() + h.record("first", result="r1") + + assert h.store_dir is None + assert run_store.list_runs(store_dir=tmp_path) == [] + + +def test_record_persists_metadata_when_store_dir_is_set(tmp_path): + h = RunHistoryWidget(store_dir=tmp_path) + run = h.record("first", result="r1", config_name="Cfg", config_hash="abc") + + assert run.run_id is not None + persisted = run_store.list_runs(store_dir=tmp_path) + assert len(persisted) == 1 + assert persisted[0].run_id == run.run_id + assert persisted[0].label == "first" + assert persisted[0].ok is True + assert persisted[0].config_name == "Cfg" + assert persisted[0].config_hash == "abc" + + +def test_record_persists_a_failed_run_too(tmp_path): + h = RunHistoryWidget(store_dir=tmp_path) + run = h.record("bad", error="boom") + + persisted = run_store.list_runs(store_dir=tmp_path) + assert persisted[0].run_id == run.run_id + assert persisted[0].ok is False + assert persisted[0].error == "boom" + + +def test_construction_loads_existing_runs_from_store_dir(tmp_path): + id_a = run_store.new_run_id() + run_store.save_run(id_a, "Old Run", ok=True, store_dir=tmp_path) + + h = RunHistoryWidget(store_dir=tmp_path) + + assert [r.label for r in h.runs] == ["Old Run"] + assert h.runs[0].run_id == id_a + assert h.runs[0].result is None # not hydrated -- only metadata was ever stored + assert h.selected.label == "Old Run" + + +def test_loaded_run_is_ok_even_though_result_is_still_none(tmp_path): + run_id = run_store.new_run_id() + run_store.save_run(run_id, "Old Run", ok=True, store_dir=tmp_path) + + h = RunHistoryWidget(store_dir=tmp_path) + + assert h.runs[0].ok is True + assert h.runs[0].result is None + + +def test_setting_store_dir_via_the_ui_field_loads_that_folders_history(tmp_path): + run_store.save_run(run_store.new_run_id(), "From Folder", ok=True, store_dir=tmp_path) + + h = RunHistoryWidget() + h.record("In memory only", result="r1") + h._store_dir_field.value = str(tmp_path) + h._on_set_store_dir(None) + + assert [r.label for r in h.runs] == ["From Folder"] + assert h.store_dir == tmp_path.resolve() + + +def test_clearing_the_store_dir_field_reverts_to_in_memory_only(tmp_path): + h = RunHistoryWidget(store_dir=tmp_path) + h._store_dir_field.value = "" + h._on_set_store_dir(None) + + assert h.store_dir is None + assert h.runs == [] diff --git a/tests/test_run_store.py b/tests/test_run_store.py new file mode 100644 index 0000000..ad17953 --- /dev/null +++ b/tests/test_run_store.py @@ -0,0 +1,106 @@ +from __future__ import annotations + +import warnings + +import cadetgui.run_store as run_store +import pytest +from cadetgui.widgets.composite import ConfigurationWidget, InstrumentWidget + +warnings.filterwarnings("ignore", category=UserWarning) + + +def built_process(): + iw = InstrumentWidget() + cw = ConfigurationWidget(instrument=iw) # auto-commits its defaults on construction + return cw.process + + +def test_new_run_id_is_unique(): + assert run_store.new_run_id() != run_store.new_run_id() + + +def test_save_and_load_run_round_trips_metadata(tmp_path): + run_id = run_store.new_run_id() + saved = run_store.save_run( + run_id, "My Run", ok=True, config_hash="abc123", config_name="My Config", + store_dir=tmp_path, + ) + loaded = run_store.load_run(run_id, store_dir=tmp_path) + + assert loaded == saved + assert loaded.label == "My Run" + assert loaded.ok is True + assert loaded.config_hash == "abc123" + assert loaded.config_name == "My Config" + assert loaded.error is None + + +def test_save_run_records_an_error_for_a_failed_run(tmp_path): + run_id = run_store.new_run_id() + run_store.save_run(run_id, "Bad Run", ok=False, error="boom", store_dir=tmp_path) + loaded = run_store.load_run(run_id, store_dir=tmp_path) + + assert loaded.ok is False + assert loaded.error == "boom" + + +def test_load_run_raises_a_clear_error_for_an_unknown_id(tmp_path): + with pytest.raises(FileNotFoundError, match="deadbeef"): + run_store.load_run("deadbeef", store_dir=tmp_path) + + +def test_list_runs_is_empty_for_a_fresh_store_dir(tmp_path): + assert run_store.list_runs(store_dir=tmp_path) == [] + + +def test_list_runs_lists_every_saved_run_newest_first(tmp_path): + id_a = run_store.new_run_id() + run_store.save_run(id_a, "First", ok=True, store_dir=tmp_path) + id_b = run_store.new_run_id() + run_store.save_run(id_b, "Second", ok=True, store_dir=tmp_path) + + runs = run_store.list_runs(store_dir=tmp_path) + + assert [r.run_id for r in runs] == [id_b, id_a] + + +def test_run_output_path_is_scoped_to_the_given_store_dir(tmp_path): + run_id = run_store.new_run_id() + path = run_store.run_output_path(run_id, store_dir=tmp_path) + + assert path == tmp_path / f"{run_id}.h5" + + +def test_load_run_results_rejects_a_failed_run(tmp_path): + run_id = run_store.new_run_id() + run_store.save_run(run_id, "Bad Run", ok=False, error="boom", store_dir=tmp_path) + run = run_store.load_run(run_id, store_dir=tmp_path) + + with pytest.raises(ValueError, match="failure"): + run_store.load_run_results(run, process=None, store_dir=tmp_path) + + +def test_load_run_results_raises_when_the_output_file_is_missing(tmp_path): + run_id = run_store.new_run_id() + run_store.save_run(run_id, "No Output", ok=True, store_dir=tmp_path) + run = run_store.load_run(run_id, store_dir=tmp_path) + + with pytest.raises(FileNotFoundError): + run_store.load_run_results(run, process=built_process(), store_dir=tmp_path) + + +def test_load_run_results_reconstructs_a_real_simulation_result(tmp_path): + from cadetgui.simulation import run_process + + process = built_process() + run_id = run_store.new_run_id() + output_path = run_store.run_output_path(run_id, store_dir=tmp_path) + + live_result = run_process(process, file_path=output_path) + assert output_path.exists() # kept, unlike the simulator's own self-deleting tempfile + + run_store.save_run(run_id, "Real Run", ok=True, store_dir=tmp_path) + run = run_store.load_run(run_id, store_dir=tmp_path) + reloaded = run_store.load_run_results(run, process, store_dir=tmp_path) + + assert reloaded.solution.keys() == live_result.solution.keys() diff --git a/tests/test_solution.py b/tests/test_solution.py index 561edb3..22b7613 100644 --- a/tests/test_solution.py +++ b/tests/test_solution.py @@ -9,7 +9,11 @@ import cadetgui.configuration_store as configuration_store from cadetgui.simulation import run_process as _default_runner -from cadetgui.widgets.composite import ConfigurationWidget, SolutionWidget +from cadetgui.widgets.composite import ( + ConfigurationWidget, + InstrumentWidget, + SolutionWidget, +) warnings.filterwarnings("ignore", category=UserWarning) @@ -20,9 +24,14 @@ def _isolated_store(tmp_path, monkeypatch): monkeypatch.setattr(configuration_store, "default_store_dir", lambda: tmp_path) +def built_configuration(): + """A default InstrumentWidget + bound ConfigurationWidget, auto-committed.""" + iw = InstrumentWidget() + return ConfigurationWidget(instrument=iw) + + def built_process(): - cw = ConfigurationWidget() # auto-commits its defaults on construction - return cw.process + return built_configuration().process def test_solutionwidget_starts_with_no_process(): @@ -34,11 +43,11 @@ def test_solutionwidget_starts_with_no_process(): def test_solutionwidget_set_process_updates_label(): sw = SolutionWidget() sw.set_process(built_process()) - assert "Batch Elution" in sw._process_label.value + assert "pulse_injection" in sw._process_label.value def test_solutionwidget_bind_to_config_tracks_future_field_changes(): - cw = ConfigurationWidget() + cw = built_configuration() sw = SolutionWidget() sw.bind_to_config(cw) assert sw.process is cw.process # already auto-built by the time we bind @@ -50,7 +59,7 @@ def test_solutionwidget_bind_to_config_tracks_future_field_changes(): def test_solutionwidget_bind_to_config_picks_up_existing_process(): - cw = ConfigurationWidget() + cw = built_configuration() sw = SolutionWidget() sw.bind_to_config(cw) @@ -103,18 +112,19 @@ def test_solutionwidget_run_populates_signals_and_plots(): def test_signal_list_collapses_inlet_and_outlet_units_to_one_entry_each(): - # Batch Elution: two Inlet units (feed, eluent), one real column, one Outlet. + # An LCFlowSheet has many Inlet units (buffer_a..d, feed_inlet) and two + # Outlets (outlet, waste); non-Inlet/Outlet units (column, tubing, mixer) + # still expose both raw ports. sw = SolutionWidget(process=built_process()) sw._on_run(None) labels = sw._signal_picker.option_labels - assert set(labels) == { - "feed: Source", - "eluent: Source", - "column: inlet", - "column: outlet", - "outlet: Sink", - } + assert "outlet: Sink" in labels + assert "waste: Sink" in labels + assert "buffer_a: Source" in labels + assert "feed_inlet: Source" in labels + assert "column: inlet" in labels + assert "column: outlet" in labels assert labels[0] == "outlet: Sink" # sorted first -- the common default signal @@ -123,7 +133,7 @@ def test_signal_list_source_and_sink_options_point_at_the_real_port(): sw._on_run(None) options = dict(sw._signal_picker._options) - assert options["feed: Source"] == ("feed", "outlet") + assert options["feed_inlet: Source"] == ("feed_inlet", "outlet") assert options["outlet: Sink"] == ("outlet", "inlet") @@ -145,7 +155,7 @@ def test_classify_signal_ports_is_usable_standalone_from_the_adapter(): process = built_process() result = run_process(process) options = dict(classify_signal_ports(result)) - assert options["feed: Source"] == ("feed", "outlet") + assert options["feed_inlet: Source"] == ("feed_inlet", "outlet") assert options["column: inlet"] == ("column", "inlet") @@ -215,7 +225,7 @@ def test_solutionwidget_picking_a_failed_run_shows_its_error(): def test_solutionwidget_run_tags_history_with_config_name_and_hash(): - cw = ConfigurationWidget() + cw = built_configuration() cw.persistence._name_field.value = "My Config" sw = SolutionWidget() sw.bind_to_config(cw) @@ -228,7 +238,7 @@ def test_solutionwidget_run_tags_history_with_config_name_and_hash(): def test_solutionwidget_run_auto_saves_config_to_store(): - cw = ConfigurationWidget() + cw = built_configuration() cw.persistence._name_field.value = "Auto Saved Config" sw = SolutionWidget() sw.bind_to_config(cw) @@ -249,7 +259,7 @@ def test_solutionwidget_run_without_bound_config_leaves_history_untagged(): def test_solutionwidget_run_refuses_when_bound_config_has_no_name(): - cw = ConfigurationWidget() + cw = built_configuration() cw.persistence._name_field.value = "" # cleared the default name sw = SolutionWidget() sw.bind_to_config(cw) @@ -268,19 +278,19 @@ def test_solutionwidget_run_without_bound_config_does_not_require_a_name(): def test_solutionwidget_process_label_shows_the_configuration_name_not_the_process_name(): - cw = ConfigurationWidget() + cw = built_configuration() sw = SolutionWidget() sw.bind_to_config(cw) - assert "New Experiment" in sw._process_label.value # the default name, not "Batch Elution" - assert "Batch Elution" not in sw._process_label.value + assert "New Experiment" in sw._process_label.value # the default name, not "pulse_injection" + assert "pulse_injection" not in sw._process_label.value cw.persistence._name_field.value = "My Named Config" assert "My Named Config" in sw._process_label.value - assert "Batch Elution" not in sw._process_label.value + assert "pulse_injection" not in sw._process_label.value def test_solutionwidget_run_history_label_uses_the_configuration_name(): - cw = ConfigurationWidget() + cw = built_configuration() cw.persistence._name_field.value = "My Named Config" sw = SolutionWidget() sw.bind_to_config(cw) @@ -298,7 +308,7 @@ def test_solutionwidget_load_config_button_hidden_without_a_hash(): def test_solutionwidget_load_config_button_reimports_the_run_configuration(): - cw = ConfigurationWidget() + cw = built_configuration() cw.persistence._name_field.value = "Reimport Test Config" sw = SolutionWidget() sw.bind_to_config(cw) @@ -312,3 +322,56 @@ def test_solutionwidget_load_config_button_reimports_the_run_configuration(): sw._on_load_config(None) assert cw.config_hash == saved_hash + + +def test_solutionwidget_run_without_a_store_dir_reserves_no_run_id(): + """Default (no store_dir set): behaves exactly as before -- nothing written to disk.""" + sw = SolutionWidget(process=built_process()) + sw._on_run(None) + + assert sw.history.selected.run_id is None + + +def test_solutionwidget_run_with_a_store_dir_persists_the_run(tmp_path): + import cadetgui.run_store as run_store + + sw = SolutionWidget(process=built_process()) + sw.history.store_dir = tmp_path + sw._on_run(None) + + run = sw.history.selected + assert run.run_id is not None + persisted = run_store.list_runs(store_dir=tmp_path) + assert persisted[0].run_id == run.run_id + assert run_store.run_output_path(run.run_id, store_dir=tmp_path).exists() + + +def test_solutionwidget_reloads_a_persisted_run_in_a_fresh_instance(tmp_path): + """The real point of the store: a 'kernel restart' (fresh widgets, same folder) + can still view a previous run's actual result, not just its label.""" + cw = built_configuration() + cw.persistence._name_field.value = "Persisted Config" + cw.persistence.store_dir = tmp_path + + sw = SolutionWidget() + sw.bind_to_config(cw) + sw.history.store_dir = tmp_path + sw._on_run(None) + + original_run = sw.history.selected + assert original_run.result is not None + + # Fresh instances, same folder -- nothing carried over in memory. Pointing + # the history at the folder auto-selects (and so auto-hydrates) the + # newest run, the same as picking it by hand would. + cw2 = built_configuration() + cw2.persistence.store_dir = tmp_path + sw2 = SolutionWidget() + sw2.bind_to_config(cw2) + sw2.history.store_dir = tmp_path + + reloaded_run = sw2.history.selected + assert reloaded_run.label == "Persisted Config" + assert reloaded_run.result is not None + assert set(reloaded_run.result.solution.keys()) == set(original_run.result.solution.keys()) + assert sw2.result is not None diff --git a/tests/test_workbench.py b/tests/test_workbench.py index 8091120..67f3639 100644 --- a/tests/test_workbench.py +++ b/tests/test_workbench.py @@ -15,10 +15,11 @@ def _isolated_store(tmp_path, monkeypatch): monkeypatch.setattr(configuration_store, "default_store_dir", lambda: tmp_path) -def test_workbench_builds_and_wires_the_three_widgets(): +def test_workbench_builds_and_wires_the_four_widgets(): wb = WorkbenchWidget() - assert wb.configuration.process is not None # auto-committed on construction + assert wb.instrument.flow_sheet is not None # auto-committed on construction + assert wb.configuration.process is not None # bind_to_instrument picked it up assert wb.solution.process is wb.configuration.process # bind_to_config picked it up @@ -34,10 +35,11 @@ def test_workbench_wires_parameter_estimation_to_configuration(): assert wb.solution.result is None # the Simulation tab's own run state is untouched -def test_workbench_shows_only_the_configuration_pane_initially(): +def test_workbench_shows_only_the_instrument_pane_initially(): wb = WorkbenchWidget() - assert wb.configuration.root.layout.display == "" + assert wb.instrument.root.layout.display == "" + assert wb.configuration.root.layout.display == "none" assert wb.solution.root.layout.display == "none" assert wb.parameter_estimation.root.layout.display == "none" assert wb._nav.index == 0 @@ -46,13 +48,24 @@ def test_workbench_shows_only_the_configuration_pane_initially(): def test_workbench_nav_switches_the_visible_pane(): wb = WorkbenchWidget() - wb._nav.index = 1 # Simulation + wb._nav.index = 2 # Simulation + assert wb.instrument.root.layout.display == "none" assert wb.configuration.root.layout.display == "none" assert wb.solution.root.layout.display == "" assert wb.parameter_estimation.root.layout.display == "none" +def test_workbench_instrument_edits_flow_through_to_configuration_and_solution(): + wb = WorkbenchWidget() + first_process = wb.solution.process + + wb.instrument.components = ["Salt", "Protein"] + + assert wb.solution.process is wb.configuration.process + assert wb.solution.process is not first_process + + def test_workbench_config_edits_still_flow_through_to_solution(): wb = WorkbenchWidget() first_process = wb.solution.process @@ -79,19 +92,29 @@ def test_workbench_accepts_prebuilt_widgets(): assert wb.configuration is cw assert wb.solution is sw assert wb.parameter_estimation is pw + assert cw.process is not None # bound to WorkbenchWidget's own default Instrument assert sw.process is cw.process def test_workbench_include_builds_only_the_requested_steps(): - wb = WorkbenchWidget(include=("Configuration", "Simulation")) + wb = WorkbenchWidget(include=("Instrument", "Configuration", "Simulation")) + assert wb.instrument is not None assert wb.configuration is not None assert wb.solution is not None assert wb.parameter_estimation is None - assert list(wb._nav.options) == ["Configuration", "Simulation"] + assert list(wb._nav.options) == ["Instrument", "Configuration", "Simulation"] assert wb.solution.process is wb.configuration.process +def test_workbench_excluding_instrument_leaves_configuration_unbound(): + wb = WorkbenchWidget(include=("Configuration", "Simulation")) + + assert wb.instrument is None + assert wb.configuration.process is None # nothing to build against + assert wb.solution.process is None + + def test_workbench_include_rejects_unknown_step(): with pytest.raises(ValueError): WorkbenchWidget(include=("Configuration", "Not A Step")) From 3cc24a0898bdbf258e1d21b568420e5bf99cd61d Mon Sep 17 00:00:00 2001 From: Hannah Lanzrath Date: Tue, 22 Sep 2026 09:06:31 +0200 Subject: [PATCH 072/158] Add inno4vac examples --- .../2_A310_60_BM_160rpm_FlowStats_003.csv | 20559 ++++++++++++++++ .../2_A310_60_BM_160rpm_FlowStats_003.xlsx | Bin 0 -> 1840225 bytes examples/inno4vac/inno4vac_examples.ipynb | 7505 ++++++ pyproject.toml | 9 + 4 files changed, 28073 insertions(+) create mode 100644 examples/inno4vac/2_A310_60_BM_160rpm_FlowStats_003.csv create mode 100644 examples/inno4vac/2_A310_60_BM_160rpm_FlowStats_003.xlsx create mode 100644 examples/inno4vac/inno4vac_examples.ipynb diff --git a/examples/inno4vac/2_A310_60_BM_160rpm_FlowStats_003.csv b/examples/inno4vac/2_A310_60_BM_160rpm_FlowStats_003.csv new file mode 100644 index 0000000..51d462b --- /dev/null +++ b/examples/inno4vac/2_A310_60_BM_160rpm_FlowStats_003.csv @@ -0,0 +1,20559 @@ +X [ m ], Y [ m ], Z [ m ], Area [ m^2 ], Gas.Volume Fraction.Trnavg, kla [ s^-1 ], Liquid.Velocity.Trnavg Axial [ m s^-1 ], Liquid.Velocity.Trnavg Radial [ m s^-1 ], Ostar [ kg m^-3 ], Radius [ m ] +0.0087283738,0.000365793938,-0.00872837473,0.00275103282,0.0162777174,0.00724251149,0.00261550304,0.00589244999,0.0200833771,0.0152923111 +0.00430194382,0.000392272486,-0.00430194475,0.00326001621,0.0162668303,0.00724070147,0.00261923531,0.00849633757,0.0200848617,0.0170242414 +0.0807510242,0.00348209729,-0.0807510242,0.00447714236,0.0162305646,0.00781707186,0.00023071497,0.049451828,0.0200948659,0.114443488 +-0.0817088336,0.00363417156,0.0817088336,0.00635355152,0.0158685632,0.00763992174,-0.00484669721,0.125769556,0.0201273523,0.144916832 +0.128352314,0.0056117489,-0.128352314,0.00192542525,0.0161895584,0.00813855883,-0.00120929116,0.0815422609,0.0201025065,0.183175057 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