diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml index 581e882..05dc70e 100644 --- a/.github/workflows/build.yml +++ b/.github/workflows/build.yml @@ -49,6 +49,7 @@ jobs: run: | docker run -d --name nanomq -p 1883:1883 -p 8083:8083 -p 8883:8883 emqx/nanomq:latest docker run -d --name zenoh --init -p 7447:7447/tcp -p 8000:8000/tcp eclipse/zenoh + docker run -d --name rosbridge -p 9090:9090 husarion/rosbridge-server:humble ros2 launch rosbridge_server rosbridge_websocket_launch.xml docker ps -a - uses: compas-dev/compas-actions/ci@v1 @@ -65,7 +66,7 @@ jobs: - name: Stop test services if: always() - run: docker rm -f nanomq zenoh || true + run: docker rm -f nanomq zenoh rosbridge || true components: needs: release-change diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index b697a7d..1638170 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -48,6 +48,7 @@ jobs: run: | docker run -d --name nanomq -p 1883:1883 -p 8083:8083 -p 8883:8883 emqx/nanomq:latest docker run -d --name zenoh --init -p 7447:7447/tcp -p 8000:8000/tcp eclipse/zenoh + docker run -d --name rosbridge -p 9090:9090 husarion/rosbridge-server:humble ros2 launch rosbridge_server rosbridge_websocket_launch.xml docker ps -a - uses: compas-dev/compas-actions/ci@v1 @@ -64,7 +65,7 @@ jobs: - name: Stop test services if: always() - run: docker rm -f nanomq zenoh || true + run: docker rm -f nanomq zenoh rosbridge || true components: needs: release diff --git a/CHANGELOG.md b/CHANGELOG.md index 8d91565..2719cad 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -9,6 +9,8 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Added +* Added an optional ROS transport backed by `roslibpy` and rosbridge. + ### Changed * Migrated CI, documentation, Grasshopper component generation, and releases to `compas-actions@v1` with trusted publishing and release pull requests. diff --git a/README.md b/README.md index c63299a..3c31179 100644 --- a/README.md +++ b/README.md @@ -44,6 +44,7 @@ Or using `conda`: * Publisher/subscriber communication model (N-to-N communication) * In-process events * MQTT support +* ROS support through rosbridge * Zenoh support * Extensible codec system for message serialization (JSON, Protocol Buffers) @@ -88,6 +89,34 @@ for i in range(10): This example shows how to send and receive from a single script, but running publishers and subscribers on different scripts, different processes, or even different computers will work the exact same way. +### ROS + +The optional ROS backend uses native ROS message types through a rosbridge server: + +```bash +pip install compas_eve[ros] +``` + +```python +import time + +import compas_eve as eve +from compas_eve.ros import RosTransport + +tx = RosTransport("localhost", 9090) +topic = eve.Topic("/chatter", "std_msgs/String", queue_size=10) + +sub = eve.EchoSubscriber(topic, transport=tx) +sub.subscribe() +eve.Publisher(topic, transport=tx).publish({"data": "Hello ROS"}) +time.sleep(1) +tx.close() +``` + +ROS messages are passed as JSON-compatible dictionaries. Topic options supported +by `roslibpy`—including `compression`, `latch`, `throttle_rate`, `queue_size`, +`queue_length`, and `reconnect_on_close`—can be set on `eve.Topic`. + ### Zenoh Apache Zenoh is a pub/sub/query protocol. In many ways, it is similar to MQTT but with some additional features and optimizations. COMPAS EVE also supports Zenoh as a transport protocol with an identical API to MQTT: diff --git a/docs/api/compas_eve.ros.md b/docs/api/compas_eve.ros.md new file mode 100644 index 0000000..9242104 --- /dev/null +++ b/docs/api/compas_eve.ros.md @@ -0,0 +1 @@ +# ::: compas_eve.ros diff --git a/docs/examples.md b/docs/examples.md index 461f913..9f7fac4 100644 --- a/docs/examples.md +++ b/docs/examples.md @@ -119,3 +119,26 @@ Next, we create the matching subscriber: ```python --8<-- "docs/examples/05_zenoh_distributed_world_sub.py" ``` + +## Communication with ROS + +The ROS transport connects to a rosbridge server and works with native ROS +message types. ROS messages are represented as JSON-compatible dictionaries. + +```python +--8<-- "docs/examples/06_ros_pubsub.py" +``` + +The message dictionary is mapped directly to the fields of the declared ROS +message type. It is not serialized into a string field. For example, the next +example publishes a native `sensor_msgs/JointState` containing a nested ROS +header and arrays for three joints. The subscriber receives the same structured +fields as a dictionary: + +```python +--8<-- "docs/examples/07_ros_joint_state.py" +``` + +Because rosbridge handles this as `sensor_msgs/JointState`, regular ROS nodes can +subscribe to `/compas_eve/joint_states` and access `name`, `position`, +`velocity`, and `effort` as normal ROS message fields. diff --git a/docs/examples/06_ros_pubsub.py b/docs/examples/06_ros_pubsub.py new file mode 100644 index 0000000..0c2290f --- /dev/null +++ b/docs/examples/06_ros_pubsub.py @@ -0,0 +1,18 @@ +import time + +from compas_eve import EchoSubscriber +from compas_eve import Publisher +from compas_eve import Topic +from compas_eve.ros import RosTransport + +transport = RosTransport("localhost", 9090) +topic = Topic("/chatter", "std_msgs/String", queue_size=10) + +subscriber = EchoSubscriber(topic, transport=transport) +subscriber.subscribe() + +publisher = Publisher(topic, transport=transport) +publisher.publish({"data": "Hello ROS"}) + +time.sleep(1) +transport.close() diff --git a/docs/examples/07_ros_joint_state.py b/docs/examples/07_ros_joint_state.py new file mode 100644 index 0000000..c58a890 --- /dev/null +++ b/docs/examples/07_ros_joint_state.py @@ -0,0 +1,44 @@ +import time +from threading import Event + +from compas_eve import Publisher +from compas_eve import Subscriber +from compas_eve import Topic +from compas_eve.ros import RosTransport + +transport = RosTransport("localhost", 9090) +topic = Topic("/compas_eve/joint_states", "sensor_msgs/JointState", queue_size=10) +message_received = Event() + + +def print_joint_state(message): + print("Frame:", message["header"]["frame_id"]) + for name, position, velocity in zip(message["name"], message["position"], message["velocity"]): + print("{}: position={}, velocity={}".format(name, position, velocity)) + message_received.set() + + +subscriber = Subscriber(topic, print_joint_state, transport=transport) +subscriber.subscribe() +time.sleep(0.5) # Allow rosbridge to register the subscription. + +publisher = Publisher(topic, transport=transport) +publisher.publish( + { + "header": { + "stamp": {"sec": 0, "nanosec": 0}, + "frame_id": "robot_base", + }, + "name": ["shoulder_joint", "elbow_joint", "wrist_joint"], + "position": [0.25, -0.5, 1.2], + "velocity": [0.1, 0.0, -0.1], + "effort": [4.2, 2.8, 0.7], + } +) + +if not message_received.wait(timeout=5): + raise RuntimeError("No joint state received") + +subscriber.unsubscribe() +publisher.unadvertise() +transport.close() diff --git a/docs/installation.md b/docs/installation.md index d58ae46..9a8b2fd 100644 --- a/docs/installation.md +++ b/docs/installation.md @@ -95,3 +95,14 @@ uv pip install compas_eve[zenoh] ``` For more details about Zenoh, refer to the [Eclipse Zenoh](https://zenoh.io/) website. + +### ROS Transport + +The ROS transport requires `roslibpy` 2.x and a running rosbridge server. Install +the optional dependency with: + +```bash +uv pip install compas_eve[ros] +``` + +The transport connects to rosbridge over WebSockets on port `9090` by default. diff --git a/mkdocs.yml b/mkdocs.yml index 688df3d..803d829 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -140,6 +140,7 @@ nav: - compas_eve.codecs: api/compas_eve.codecs.md - compas_eve.memory: api/compas_eve.memory.md - compas_eve.mqtt: api/compas_eve.mqtt.md + - compas_eve.ros: api/compas_eve.ros.md - compas_eve.zenoh: api/compas_eve.zenoh.md - compas_eve.ghpython: api/compas_eve.ghpython.md - - License: license.md \ No newline at end of file + - License: license.md diff --git a/pyproject.toml b/pyproject.toml index de355a0..abf7a3b 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -37,7 +37,7 @@ classifiers = [ [tool.setuptools.dynamic] version = { attr = "compas_eve.__version__" } dependencies = { file = "requirements.txt" } -optional-dependencies = { dev = { file = "requirements-dev.txt" }, zenoh = { file = "requirements-zenoh.txt" } } +optional-dependencies = { dev = { file = "requirements-dev.txt" }, ros = { file = "requirements-ros.txt" }, zenoh = { file = "requirements-zenoh.txt" } } [project.entry-points.'compas_pb.plugins'] serializers = 'compas_eve.codecs.conversions' diff --git a/requirements-ros.txt b/requirements-ros.txt new file mode 100644 index 0000000..7b542a3 --- /dev/null +++ b/requirements-ros.txt @@ -0,0 +1 @@ +roslibpy >=2, <3 diff --git a/src/compas_eve/core.py b/src/compas_eve/core.py index 2098201..6c1f2e7 100644 --- a/src/compas_eve/core.py +++ b/src/compas_eve/core.py @@ -125,16 +125,16 @@ class Topic(object): name Name of the topic. message_type - Class defining the message structure. Use [Message][] for - a generic, non-typed checked message implementation. - Defaults to [Message][]. + Class defining the message structure, or a backend-native message type + identifier. Use [Message][] for a generic, non-type-checked message + implementation. Defaults to [Message][]. options A dictionary of options. """ # TODO: Add documentation/examples of possible options - def __init__(self, name: str, message_type: Optional[Type[Message]] = None, **options: Any) -> None: + def __init__(self, name: str, message_type: Optional[Union[Type[Message], str]] = None, **options: Any) -> None: self.name = name self.message_type = message_type or Message self.options = options diff --git a/src/compas_eve/ros/__init__.py b/src/compas_eve/ros/__init__.py new file mode 100644 index 0000000..2cf3cd0 --- /dev/null +++ b/src/compas_eve/ros/__init__.py @@ -0,0 +1,3 @@ +from .ros_transport import RosTransport + +__all__ = ["RosTransport"] diff --git a/src/compas_eve/ros/ros_transport.py b/src/compas_eve/ros/ros_transport.py new file mode 100644 index 0000000..04a76f1 --- /dev/null +++ b/src/compas_eve/ros/ros_transport.py @@ -0,0 +1,184 @@ +from typing import Any +from typing import Callable +from typing import Dict +from typing import Tuple +from typing import Union + +import roslibpy + +from ..core import Message +from ..core import Topic +from ..core import Transport + + +class RosTransport(Transport): + """ROS transport backed by a rosbridge WebSocket connection. + + Messages use native ROS message types and are represented as JSON-compatible + dictionaries, matching the behavior of [roslibpy](https://roslibpy.readthedocs.io/). + + Parameters + ---------- + host + Host name of the rosbridge server. + port + WebSocket port of the rosbridge server. Defaults to ``9090``. + connect_timeout + Maximum number of seconds to wait for the initial connection. + **client_options + Additional options passed to ``roslibpy.Ros``. + + Notes + ----- + The topic's ``message_type`` must be a ROS message type string, such as + ``"std_msgs/String"``. ROS topic options can be passed to [Topic][]: + ``compression``, ``latch``, ``throttle_rate``, ``queue_size``, + ``queue_length``, and ``reconnect_on_close``. + """ + + _TOPIC_OPTION_DEFAULTS = { + "compression": None, + "latch": False, + "throttle_rate": 0, + "queue_size": 100, + "queue_length": 0, + "reconnect_on_close": True, + } + + def __init__(self, host: str = "localhost", port: int = 9090, connect_timeout: float = 10, **client_options: Any) -> None: + super(RosTransport, self).__init__() + self.host = host + self.port = port + self.client = roslibpy.Ros(host=host, port=port, **client_options) + self._publishers: Dict[str, roslibpy.Topic] = {} + self._subscribers: Dict[str, roslibpy.Topic] = {} + self._topic_configs: Dict[str, Tuple[Any, ...]] = {} + self._subscriptions: Dict[str, Dict[str, Callable]] = {} + self._subscription_handlers: Dict[str, Callable] = {} + self._local_callbacks: Dict[str, Tuple[str, Callable]] = {} + self._advertised_topics = set() + self.client.run(timeout=connect_timeout) + + def _topic_config(self, topic: Topic) -> Tuple[str, Dict[str, Any], Tuple[Any, ...]]: + if not isinstance(topic.message_type, str): + raise TypeError("RosTransport topics require a ROS message type string, e.g. Topic('/chatter', 'std_msgs/String')") + + unknown_options = set(topic.options) - set(self._TOPIC_OPTION_DEFAULTS) + if unknown_options: + raise TypeError("Unsupported ROS topic options: {}".format(", ".join(sorted(unknown_options)))) + + options = dict(self._TOPIC_OPTION_DEFAULTS) + options.update(topic.options) + config_key = (topic.message_type,) + tuple(options[name] for name in self._TOPIC_OPTION_DEFAULTS) + return topic.message_type, options, config_key + + def _get_topic(self, topic: Topic, topics: Dict[str, roslibpy.Topic]) -> roslibpy.Topic: + message_type, options, config_key = self._topic_config(topic) + existing_config = self._topic_configs.get(topic.name) + if existing_config is not None and existing_config != config_key: + raise ValueError("ROS topic {!r} is already configured with different message type or options".format(topic.name)) + + existing = topics.get(topic.name) + if existing is not None: + return existing + + ros_topic = roslibpy.Topic(self.client, topic.name, message_type, **options) + topics[topic.name] = ros_topic + self._topic_configs[topic.name] = config_key + return ros_topic + + def on_ready(self, callback: Callable) -> None: + """Invoke a callback when the rosbridge connection is ready.""" + self.client.on_ready(callback) + + def publish(self, topic: Topic, message: Union[Message, dict], **options: Any) -> None: + """Publish a native ROS message dictionary to a topic.""" + if options: + raise TypeError("publish() got unexpected options for RosTransport: {}".format(", ".join(options))) + + if isinstance(message, Message): + values = message.data + elif isinstance(message, dict): + values = message + else: + raise TypeError("RosTransport messages must be dictionaries or compas_eve.Message instances") + + self._get_topic(topic, self._publishers).publish(roslibpy.Message(values)) + + def subscribe(self, topic: Topic, callback: Callable) -> str: + """Subscribe to a native ROS topic.""" + ros_topic = self._get_topic(topic, self._subscribers) + subscribe_id = "subscribe:{}:{}".format(topic.name, self.id_counter) + callbacks = self._subscriptions.get(topic.name) + + if callbacks is None: + callbacks = {subscribe_id: callback} + + def _ros_callback(message: Dict[str, Any]) -> None: + for local_callback in list(callbacks.values()): + local_callback(message) + + self._subscriptions[topic.name] = callbacks + self._subscription_handlers[topic.name] = _ros_callback + self._local_callbacks[subscribe_id] = (topic.name, callback) + try: + ros_topic.subscribe(_ros_callback) + except Exception: + del self._subscriptions[topic.name] + del self._subscription_handlers[topic.name] + del self._local_callbacks[subscribe_id] + raise + else: + callbacks[subscribe_id] = callback + self._local_callbacks[subscribe_id] = (topic.name, callback) + return subscribe_id + + def unsubscribe_by_id(self, subscribe_id: str) -> None: + """Unsubscribe one callback using its subscription identifier.""" + if subscribe_id not in self._local_callbacks: + return + + topic_name, _callback = self._local_callbacks.pop(subscribe_id) + callbacks = self._subscriptions[topic_name] + del callbacks[subscribe_id] + + if not callbacks: + self._subscribers[topic_name].unsubscribe() + del self._subscriptions[topic_name] + del self._subscription_handlers[topic_name] + + def unsubscribe(self, topic: Topic) -> None: + """Unsubscribe all local callbacks from a topic.""" + callbacks = self._subscriptions.pop(topic.name, None) + if callbacks is None: + return + + self._subscribers[topic.name].unsubscribe() + self._subscription_handlers.pop(topic.name, None) + for subscribe_id in list(callbacks): + self._local_callbacks.pop(subscribe_id, None) + + def advertise(self, topic: Topic) -> str: + """Advertise a native ROS topic.""" + self._get_topic(topic, self._publishers).advertise() + self._advertised_topics.add(topic.name) + return "advertise:{}:{}".format(topic.name, self.id_counter) + + def unadvertise(self, topic: Topic) -> None: + """Stop advertising a native ROS topic.""" + if topic.name not in self._advertised_topics: + return + self._publishers[topic.name].unadvertise() + self._advertised_topics.remove(topic.name) + + def close(self) -> None: + """Close all topics and terminate the rosbridge client.""" + for topic_name in list(self._subscriptions): + self._subscribers[topic_name].unsubscribe() + for topic_name in list(self._advertised_topics): + self._publishers[topic_name].unadvertise() + self._subscriptions.clear() + self._subscription_handlers.clear() + self._local_callbacks.clear() + self._advertised_topics.clear() + self.client.terminate() diff --git a/tests/integration/requirements.txt b/tests/integration/requirements.txt index 387ac68..4da3491 100644 --- a/tests/integration/requirements.txt +++ b/tests/integration/requirements.txt @@ -1,2 +1,3 @@ compas_pb >= 0.4.4 -eclipse-zenoh \ No newline at end of file +eclipse-zenoh +roslibpy >=2, <3 diff --git a/tests/integration/test_transports.py b/tests/integration/test_transports.py index 1b5fb0c..5fa123d 100644 --- a/tests/integration/test_transports.py +++ b/tests/integration/test_transports.py @@ -1,3 +1,4 @@ +import os import time from threading import Event @@ -17,7 +18,14 @@ except ImportError: ZenohTransport = None +try: + from compas_eve.ros import RosTransport +except ImportError: + RosTransport = None + HOST = "localhost" +ROS_HOST = os.getenv("ROS_HOST", HOST) +ROS_PORT = int(os.getenv("ROS_PORT", "9090")) @pytest.fixture @@ -253,3 +261,36 @@ def test_mqtt_unknown_option_raises(mqtt_tx): topic = Topic("/messages_compas_eve_test/test_bad_option/", Message) with pytest.raises(TypeError): Publisher(topic, transport=mqtt_tx).publish(Message(value=1), unknown_flag=True) + + +def test_ros_pubsub(): + if RosTransport is None: + pytest.skip("roslibpy not installed") + + transport = RosTransport(ROS_HOST, ROS_PORT, connect_timeout=30) + event = Event() + result = {} + topic = Topic( + "/messages_compas_eve_test/test_ros_pubsub", + "std_msgs/String", + compression="none", + latch=False, + throttle_rate=0, + queue_size=10, + queue_length=1, + reconnect_on_close=True, + ) + + def callback(message): + result.update(message) + event.set() + + try: + Subscriber(topic, callback, transport=transport).subscribe() + time.sleep(0.5) + Publisher(topic, transport=transport).publish({"data": "Hello from COMPAS EVE"}) + + assert event.wait(timeout=5), "ROS message not received" + assert result == {"data": "Hello from COMPAS EVE"} + finally: + transport.close() diff --git a/tests/unit/test_ros_transport.py b/tests/unit/test_ros_transport.py new file mode 100644 index 0000000..9cab4cb --- /dev/null +++ b/tests/unit/test_ros_transport.py @@ -0,0 +1,166 @@ +import importlib +import sys +import types + +import pytest + +from compas_eve import Message +from compas_eve import Publisher +from compas_eve import Subscriber +from compas_eve import Topic + + +class FakeRos: + def __init__(self, host, port, **options): + self.host = host + self.port = port + self.options = options + self.run_timeout = None + self.terminated = False + + def run(self, timeout): + self.run_timeout = timeout + + def on_ready(self, callback): + callback() + + def terminate(self): + self.terminated = True + + +class FakeRosMessage(dict): + pass + + +class FakeRosTopic: + def __init__(self, client, name, message_type, **options): + self.client = client + self.name = name + self.message_type = message_type + self.options = options + self.messages = [] + self.callback = None + self.is_advertised = False + self.unsubscribe_count = 0 + + def advertise(self): + self.is_advertised = True + + def unadvertise(self): + self.is_advertised = False + + def publish(self, message): + self.messages.append(message) + + def subscribe(self, callback): + self.callback = callback + + def unsubscribe(self): + self.unsubscribe_count += 1 + self.callback = None + + def receive(self, message): + self.callback(message) + + +@pytest.fixture +def RosTransport(monkeypatch): + fake_roslibpy = types.ModuleType("roslibpy") + fake_roslibpy.Ros = FakeRos + fake_roslibpy.Message = FakeRosMessage + fake_roslibpy.Topic = FakeRosTopic + monkeypatch.setitem(sys.modules, "roslibpy", fake_roslibpy) + sys.modules.pop("compas_eve.ros", None) + sys.modules.pop("compas_eve.ros.ros_transport", None) + module = importlib.import_module("compas_eve.ros") + yield module.RosTransport + sys.modules.pop("compas_eve.ros", None) + sys.modules.pop("compas_eve.ros.ros_transport", None) + + +def test_constructor_connects_to_rosbridge(RosTransport): + transport = RosTransport("robot.local", 9091, connect_timeout=4, is_secure=True) + + assert transport.client.host == "robot.local" + assert transport.client.port == 9091 + assert transport.client.options == {"is_secure": True} + assert transport.client.run_timeout == 4 + + +def test_publish_uses_native_ros_type_and_topic_options(RosTransport): + transport = RosTransport() + topic = Topic( + "/chatter", + "std_msgs/String", + compression="none", + latch=True, + throttle_rate=20, + queue_size=5, + queue_length=2, + reconnect_on_close=False, + ) + + Publisher(topic, transport=transport).publish(Message(data="hello")) + + ros_topic = transport._publishers[topic.name] + assert ros_topic.message_type == "std_msgs/String" + assert ros_topic.options == { + "compression": "none", + "latch": True, + "throttle_rate": 20, + "queue_size": 5, + "queue_length": 2, + "reconnect_on_close": False, + } + assert ros_topic.is_advertised + assert ros_topic.messages == [{"data": "hello"}] + + +def test_multiple_local_subscribers_share_ros_subscription(RosTransport): + transport = RosTransport() + topic = Topic("/chatter", "std_msgs/String") + received_a = [] + received_b = [] + subscriber_a = Subscriber(topic, received_a.append, transport=transport) + subscriber_b = Subscriber(topic, received_b.append, transport=transport) + + subscriber_a.subscribe() + subscriber_b.subscribe() + ros_topic = transport._subscribers[topic.name] + ros_topic.receive({"data": "first"}) + subscriber_a.unsubscribe() + ros_topic.receive({"data": "second"}) + + assert received_a == [{"data": "first"}] + assert received_b == [{"data": "first"}, {"data": "second"}] + assert ros_topic.unsubscribe_count == 0 + + subscriber_b.unsubscribe() + assert ros_topic.unsubscribe_count == 1 + + +def test_ros_topic_requires_native_message_type(RosTransport): + transport = RosTransport() + + with pytest.raises(TypeError, match="ROS message type string"): + transport.advertise(Topic("/chatter")) + + +def test_ros_topic_rejects_unknown_options(RosTransport): + transport = RosTransport() + + with pytest.raises(TypeError, match="unknown"): + transport.advertise(Topic("/chatter", "std_msgs/String", unknown=True)) + + +def test_close_cleans_up_topics_and_client(RosTransport): + transport = RosTransport() + topic = Topic("/chatter", "std_msgs/String") + Publisher(topic, transport=transport).advertise() + Subscriber(topic, lambda message: None, transport=transport).subscribe() + + transport.close() + + assert not transport._publishers[topic.name].is_advertised + assert transport._subscribers[topic.name].unsubscribe_count == 1 + assert transport.client.terminated diff --git a/uv.lock b/uv.lock index 8bd6979..ea88b1b 100644 --- a/uv.lock +++ b/uv.lock @@ -2,10 +2,13 @@ version = 1 revision = 3 requires-python = ">=3.9" resolution-markers = [ - "python_full_version >= '3.12'", - "python_full_version == '3.11.*'", + "python_full_version >= '3.12' and platform_python_implementation == 'PyPy' and sys_platform == 'win32'", + "(python_full_version >= '3.12' and platform_python_implementation != 'PyPy') or (python_full_version >= 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