#!/usr/bin/env python # Copyright 2024 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # Example of running a specific test: # ```bash # pytest tests/cameras/test_opencv.py::test_connect # ``` from pathlib import Path import numpy as np import pytest from lerobot.common.cameras.configs import Cv2Rotation from lerobot.common.cameras.opencv import OpenCVCamera, OpenCVCameraConfig from lerobot.common.errors import DeviceAlreadyConnectedError, DeviceNotConnectedError # NOTE(Steven): more tests + assertions? TEST_ARTIFACTS_DIR = Path(__file__).parent.parent / "artifacts" / "cameras" DEFAULT_PNG_FILE_PATH = TEST_ARTIFACTS_DIR / "image_160x120.png" TEST_IMAGE_PATHS = [ TEST_ARTIFACTS_DIR / "image_160x120.png", TEST_ARTIFACTS_DIR / "image_320x180.png", TEST_ARTIFACTS_DIR / "image_480x270.png", TEST_ARTIFACTS_DIR / "image_128x128.png", ] def test_abc_implementation(): """Instantiation should raise an error if the class doesn't implement abstract methods/properties.""" config = OpenCVCameraConfig(index_or_path=0) _ = OpenCVCamera(config) def test_connect(): config = OpenCVCameraConfig(index_or_path=DEFAULT_PNG_FILE_PATH) camera = OpenCVCamera(config) camera.connect(warmup=False) assert camera.is_connected def test_connect_already_connected(): config = OpenCVCameraConfig(index_or_path=DEFAULT_PNG_FILE_PATH) camera = OpenCVCamera(config) camera.connect(warmup=False) with pytest.raises(DeviceAlreadyConnectedError): camera.connect(warmup=False) def test_connect_invalid_camera_path(): config = OpenCVCameraConfig(index_or_path="nonexistent/camera.png") camera = OpenCVCamera(config) with pytest.raises(ConnectionError): camera.connect(warmup=False) def test_invalid_width_connect(): config = OpenCVCameraConfig( index_or_path=DEFAULT_PNG_FILE_PATH, width=99999, # Invalid width to trigger error height=480, ) camera = OpenCVCamera(config) with pytest.raises(RuntimeError): camera.connect(warmup=False) @pytest.mark.parametrize("index_or_path", TEST_IMAGE_PATHS, ids=[str(path.name) for path in TEST_IMAGE_PATHS]) def test_read(index_or_path): config = OpenCVCameraConfig(index_or_path=index_or_path) camera = OpenCVCamera(config) camera.connect(warmup=False) img = camera.read() assert isinstance(img, np.ndarray) def test_read_before_connect(): config = OpenCVCameraConfig(index_or_path=DEFAULT_PNG_FILE_PATH) camera = OpenCVCamera(config) with pytest.raises(DeviceNotConnectedError): _ = camera.read() def test_disconnect(): config = OpenCVCameraConfig(index_or_path=DEFAULT_PNG_FILE_PATH) camera = OpenCVCamera(config) camera.connect(warmup=False) camera.disconnect() assert not camera.is_connected def test_disconnect_before_connect(): config = OpenCVCameraConfig(index_or_path=DEFAULT_PNG_FILE_PATH) camera = OpenCVCamera(config) with pytest.raises(DeviceNotConnectedError): _ = camera.disconnect() @pytest.mark.parametrize("index_or_path", TEST_IMAGE_PATHS, ids=[str(path.name) for path in TEST_IMAGE_PATHS]) def test_async_read(index_or_path): config = OpenCVCameraConfig(index_or_path=index_or_path) camera = OpenCVCamera(config) camera.connect(warmup=False) try: img = camera.async_read() assert camera.thread is not None assert camera.thread.is_alive() assert isinstance(img, np.ndarray) finally: if camera.is_connected: camera.disconnect() # To stop/join the thread. Otherwise get warnings when the test ends def test_async_read_timeout(): config = OpenCVCameraConfig(index_or_path=DEFAULT_PNG_FILE_PATH) camera = OpenCVCamera(config) camera.connect(warmup=False) try: with pytest.raises(TimeoutError): camera.async_read( timeout_ms=0 ) # NOTE(Steven): This is flaky as sdometimes we actually get a frame finally: if camera.is_connected: camera.disconnect() def test_async_read_before_connect(): config = OpenCVCameraConfig(index_or_path=DEFAULT_PNG_FILE_PATH) camera = OpenCVCamera(config) with pytest.raises(DeviceNotConnectedError): _ = camera.async_read() @pytest.mark.parametrize("index_or_path", TEST_IMAGE_PATHS, ids=[str(path.name) for path in TEST_IMAGE_PATHS]) @pytest.mark.parametrize( "rotation", [ Cv2Rotation.NO_ROTATION, Cv2Rotation.ROTATE_90, Cv2Rotation.ROTATE_180, Cv2Rotation.ROTATE_270, ], ids=["no_rot", "rot90", "rot180", "rot270"], ) def test_rotation(rotation, index_or_path): filename = Path(index_or_path).name dimensions = filename.split("_")[-1].split(".")[0] # Assumes filenames format (_wxh.png) original_width, original_height = map(int, dimensions.split("x")) config = OpenCVCameraConfig(index_or_path=index_or_path, rotation=rotation) camera = OpenCVCamera(config) camera.connect(warmup=False) img = camera.read() assert isinstance(img, np.ndarray) if rotation in (Cv2Rotation.ROTATE_90, Cv2Rotation.ROTATE_270): assert camera.width == original_height assert camera.height == original_width assert img.shape[:2] == (original_width, original_height) else: assert camera.width == original_width assert camera.height == original_height assert img.shape[:2] == (original_height, original_width)