import unittest import numpy as np from pydantic import ValidationError from frigate.config import ( FrigateConfig, DetectorTypeEnum, ) class TestConfig(unittest.TestCase): def setUp(self): self.minimal = { "mqtt": {"host": "mqtt"}, "cameras": { "back": { "ffmpeg": { "inputs": [ {"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]} ] }, "detect": { "height": 1080, "width": 1920, "fps": 5, }, } }, } def test_config_class(self): frigate_config = FrigateConfig(**self.minimal) assert self.minimal == frigate_config.dict(exclude_unset=True) runtime_config = frigate_config.runtime_config assert "cpu" in runtime_config.detectors.keys() assert runtime_config.detectors["cpu"].type == DetectorTypeEnum.cpu def test_invalid_mqtt_config(self): config = { "mqtt": {"host": "mqtt", "user": "test"}, "cameras": { "back": { "ffmpeg": { "inputs": [ {"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]} ] }, "detect": { "height": 1080, "width": 1920, "fps": 5, }, } }, } self.assertRaises(ValidationError, lambda: FrigateConfig(**config)) def test_inherit_tracked_objects(self): config = { "mqtt": {"host": "mqtt"}, "objects": {"track": ["person", "dog"]}, "cameras": { "back": { "ffmpeg": { "inputs": [ {"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]} ] }, "detect": { "height": 1080, "width": 1920, "fps": 5, }, } }, } frigate_config = FrigateConfig(**config) assert config == frigate_config.dict(exclude_unset=True) runtime_config = frigate_config.runtime_config assert "dog" in runtime_config.cameras["back"].objects.track def test_override_tracked_objects(self): config = { "mqtt": {"host": "mqtt"}, "objects": {"track": ["person", "dog"]}, "cameras": { "back": { "ffmpeg": { "inputs": [ {"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]} ] }, "detect": { "height": 1080, "width": 1920, "fps": 5, }, "objects": {"track": ["cat"]}, } }, } frigate_config = FrigateConfig(**config) assert config == frigate_config.dict(exclude_unset=True) runtime_config = frigate_config.runtime_config assert "cat" in runtime_config.cameras["back"].objects.track def test_default_object_filters(self): config = { "mqtt": {"host": "mqtt"}, "objects": {"track": ["person", "dog"]}, "cameras": { "back": { "ffmpeg": { "inputs": [ {"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]} ] }, "detect": { "height": 1080, "width": 1920, "fps": 5, }, } }, } frigate_config = FrigateConfig(**config) assert config == frigate_config.dict(exclude_unset=True) runtime_config = frigate_config.runtime_config assert "dog" in runtime_config.cameras["back"].objects.filters def test_inherit_object_filters(self): config = { "mqtt": {"host": "mqtt"}, "objects": { "track": ["person", "dog"], "filters": {"dog": {"threshold": 0.7}}, }, "cameras": { "back": { "ffmpeg": { "inputs": [ {"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]} ] }, "detect": { "height": 1080, "width": 1920, "fps": 5, }, } }, } frigate_config = FrigateConfig(**config) assert config == frigate_config.dict(exclude_unset=True) runtime_config = frigate_config.runtime_config assert "dog" in runtime_config.cameras["back"].objects.filters assert runtime_config.cameras["back"].objects.filters["dog"].threshold == 0.7 def test_override_object_filters(self): config = { "mqtt": {"host": "mqtt"}, "cameras": { "back": { "ffmpeg": { "inputs": [ {"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]} ] }, "detect": { "height": 1080, "width": 1920, "fps": 5, }, "objects": { "track": ["person", "dog"], "filters": {"dog": {"threshold": 0.7}}, }, } }, } frigate_config = FrigateConfig(**config) assert config == frigate_config.dict(exclude_unset=True) runtime_config = frigate_config.runtime_config assert "dog" in runtime_config.cameras["back"].objects.filters assert runtime_config.cameras["back"].objects.filters["dog"].threshold == 0.7 def test_global_object_mask(self): config = { "mqtt": {"host": "mqtt"}, "objects": {"track": ["person", "dog"]}, "cameras": { "back": { "ffmpeg": { "inputs": [ {"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]} ] }, "detect": { "height": 1080, "width": 1920, "fps": 5, }, "objects": { "mask": "0,0,1,1,0,1", "filters": {"dog": {"mask": "1,1,1,1,1,1"}}, }, } }, } frigate_config = FrigateConfig(**config) assert config == frigate_config.dict(exclude_unset=True) runtime_config = frigate_config.runtime_config back_camera = runtime_config.cameras["back"] assert "dog" in back_camera.objects.filters assert len(back_camera.objects.filters["dog"].raw_mask) == 2 assert len(back_camera.objects.filters["person"].raw_mask) == 1 def test_default_input_args(self): config = { "mqtt": {"host": "mqtt"}, "cameras": { "back": { "ffmpeg": { "inputs": [ { "path": "rtsp://10.0.0.1:554/video", "roles": ["detect"], }, ] }, "detect": { "height": 1080, "width": 1920, "fps": 5, }, } }, } frigate_config = FrigateConfig(**config) assert config == frigate_config.dict(exclude_unset=True) runtime_config = frigate_config.runtime_config assert "-rtsp_transport" in runtime_config.cameras["back"].ffmpeg_cmds[0]["cmd"] def test_ffmpeg_params_global(self): config = { "ffmpeg": {"input_args": "-re"}, "mqtt": {"host": "mqtt"}, "cameras": { "back": { "ffmpeg": { "inputs": [ {"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]} ] }, "detect": { "height": 1080, "width": 1920, "fps": 5, }, "objects": { "track": ["person", "dog"], "filters": {"dog": {"threshold": 0.7}}, }, } }, } frigate_config = FrigateConfig(**config) assert config == frigate_config.dict(exclude_unset=True) runtime_config = frigate_config.runtime_config assert "-re" in runtime_config.cameras["back"].ffmpeg_cmds[0]["cmd"] def test_ffmpeg_params_camera(self): config = { "mqtt": {"host": "mqtt"}, "ffmpeg": {"input_args": ["test"]}, "cameras": { "back": { "ffmpeg": { "inputs": [ {"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]} ], "input_args": ["-re"], }, "detect": { "height": 1080, "width": 1920, "fps": 5, }, "objects": { "track": ["person", "dog"], "filters": {"dog": {"threshold": 0.7}}, }, } }, } frigate_config = FrigateConfig(**config) assert config == frigate_config.dict(exclude_unset=True) runtime_config = frigate_config.runtime_config assert "-re" in runtime_config.cameras["back"].ffmpeg_cmds[0]["cmd"] assert "test" not in runtime_config.cameras["back"].ffmpeg_cmds[0]["cmd"] def test_ffmpeg_params_input(self): config = { "mqtt": {"host": "mqtt"}, "ffmpeg": {"input_args": ["test2"]}, "cameras": { "back": { "ffmpeg": { "inputs": [ { "path": "rtsp://10.0.0.1:554/video", "roles": ["detect"], "input_args": "-re test", } ], "input_args": "test3", }, "detect": { "height": 1080, "width": 1920, "fps": 5, }, "objects": { "track": ["person", "dog"], "filters": {"dog": {"threshold": 0.7}}, }, } }, } frigate_config = FrigateConfig(**config) assert config == frigate_config.dict(exclude_unset=True) runtime_config = frigate_config.runtime_config assert "-re" in runtime_config.cameras["back"].ffmpeg_cmds[0]["cmd"] assert "test" in runtime_config.cameras["back"].ffmpeg_cmds[0]["cmd"] assert "test2" not in runtime_config.cameras["back"].ffmpeg_cmds[0]["cmd"] assert "test3" not in runtime_config.cameras["back"].ffmpeg_cmds[0]["cmd"] def test_inherit_clips_retention(self): config = { "mqtt": {"host": "mqtt"}, "record": { "events": {"retain": {"default": 20, "objects": {"person": 30}}} }, "cameras": { "back": { "ffmpeg": { "inputs": [ {"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]} ] }, "detect": { "height": 1080, "width": 1920, "fps": 5, }, } }, } frigate_config = FrigateConfig(**config) assert config == frigate_config.dict(exclude_unset=True) runtime_config = frigate_config.runtime_config assert ( runtime_config.cameras["back"].record.events.retain.objects["person"] == 30 ) def test_roles_listed_twice_throws_error(self): config = { "mqtt": {"host": "mqtt"}, "record": { "events": {"retain": {"default": 20, "objects": {"person": 30}}} }, "cameras": { "back": { "ffmpeg": { "inputs": [ {"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]}, {"path": "rtsp://10.0.0.1:554/video2", "roles": ["detect"]}, ] }, "detect": { "height": 1080, "width": 1920, "fps": 5, }, } }, } self.assertRaises(ValidationError, lambda: FrigateConfig(**config)) def test_zone_matching_camera_name_throws_error(self): config = { "mqtt": {"host": "mqtt"}, "record": { "events": {"retain": {"default": 20, "objects": {"person": 30}}} }, "cameras": { "back": { "ffmpeg": { "inputs": [ {"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]} ] }, "detect": { "height": 1080, "width": 1920, "fps": 5, }, "zones": {"back": {"coordinates": "1,1,1,1,1,1"}}, } }, } self.assertRaises(ValidationError, lambda: FrigateConfig(**config)) def test_zone_assigns_color_and_contour(self): config = { "mqtt": {"host": "mqtt"}, "record": { "events": {"retain": {"default": 20, "objects": {"person": 30}}} }, "cameras": { "back": { "ffmpeg": { "inputs": [ {"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]} ] }, "detect": { "height": 1080, "width": 1920, "fps": 5, }, "zones": {"test": {"coordinates": "1,1,1,1,1,1"}}, } }, } frigate_config = FrigateConfig(**config) assert config == frigate_config.dict(exclude_unset=True) runtime_config = frigate_config.runtime_config assert isinstance( runtime_config.cameras["back"].zones["test"].contour, np.ndarray ) assert runtime_config.cameras["back"].zones["test"].color != (0, 0, 0) def test_clips_should_default_to_global_objects(self): config = { "mqtt": {"host": "mqtt"}, "record": { "events": {"retain": {"default": 20, "objects": {"person": 30}}} }, "objects": {"track": ["person", "dog"]}, "cameras": { "back": { "ffmpeg": { "inputs": [ {"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]} ] }, "detect": { "height": 1080, "width": 1920, "fps": 5, }, "record": {"events": {"enabled": True}}, } }, } frigate_config = FrigateConfig(**config) assert config == frigate_config.dict(exclude_unset=True) runtime_config = frigate_config.runtime_config back_camera = runtime_config.cameras["back"] assert back_camera.record.events.objects is None assert back_camera.record.events.retain.objects["person"] == 30 def test_role_assigned_but_not_enabled(self): config = { "mqtt": {"host": "mqtt"}, "cameras": { "back": { "ffmpeg": { "inputs": [ { "path": "rtsp://10.0.0.1:554/video", "roles": ["detect", "rtmp"], }, {"path": "rtsp://10.0.0.1:554/record", "roles": ["record"]}, ] }, "detect": { "height": 1080, "width": 1920, "fps": 5, }, } }, } frigate_config = FrigateConfig(**config) assert config == frigate_config.dict(exclude_unset=True) runtime_config = frigate_config.runtime_config ffmpeg_cmds = runtime_config.cameras["back"].ffmpeg_cmds assert len(ffmpeg_cmds) == 1 assert not "clips" in ffmpeg_cmds[0]["roles"] def test_max_disappeared_default(self): config = { "mqtt": {"host": "mqtt"}, "cameras": { "back": { "ffmpeg": { "inputs": [ { "path": "rtsp://10.0.0.1:554/video", "roles": ["detect"], }, ] }, "detect": { "enabled": True, "height": 1080, "width": 1920, "fps": 5, }, } }, } frigate_config = FrigateConfig(**config) assert config == frigate_config.dict(exclude_unset=True) runtime_config = frigate_config.runtime_config assert runtime_config.cameras["back"].detect.max_disappeared == 5 * 5 def test_motion_frame_height_wont_go_below_120(self): config = { "mqtt": {"host": "mqtt"}, "cameras": { "back": { "ffmpeg": { "inputs": [ { "path": "rtsp://10.0.0.1:554/video", "roles": ["detect"], }, ] }, "detect": { "height": 1080, "width": 1920, "fps": 5, }, } }, } frigate_config = FrigateConfig(**config) assert config == frigate_config.dict(exclude_unset=True) runtime_config = frigate_config.runtime_config assert runtime_config.cameras["back"].motion.frame_height >= 120 def test_motion_contour_area_dynamic(self): config = { "mqtt": {"host": "mqtt"}, "cameras": { "back": { "ffmpeg": { "inputs": [ { "path": "rtsp://10.0.0.1:554/video", "roles": ["detect"], }, ] }, "detect": { "height": 1080, "width": 1920, "fps": 5, }, } }, } frigate_config = FrigateConfig(**config) assert config == frigate_config.dict(exclude_unset=True) runtime_config = frigate_config.runtime_config assert round(runtime_config.cameras["back"].motion.contour_area) == 99 def test_merge_labelmap(self): config = { "mqtt": {"host": "mqtt"}, "model": {"labelmap": {7: "truck"}}, "cameras": { "back": { "ffmpeg": { "inputs": [ { "path": "rtsp://10.0.0.1:554/video", "roles": ["detect"], }, ] }, "detect": { "height": 1080, "width": 1920, "fps": 5, }, } }, } frigate_config = FrigateConfig(**config) assert config == frigate_config.dict(exclude_unset=True) runtime_config = frigate_config.runtime_config assert runtime_config.model.merged_labelmap[7] == "truck" def test_default_labelmap_empty(self): config = { "mqtt": {"host": "mqtt"}, "cameras": { "back": { "ffmpeg": { "inputs": [ { "path": "rtsp://10.0.0.1:554/video", "roles": ["detect"], }, ] }, "detect": { "height": 1080, "width": 1920, "fps": 5, }, } }, } frigate_config = FrigateConfig(**config) assert config == frigate_config.dict(exclude_unset=True) runtime_config = frigate_config.runtime_config assert runtime_config.model.merged_labelmap[0] == "person" def test_default_labelmap(self): config = { "mqtt": {"host": "mqtt"}, "model": {"width": 320, "height": 320}, "cameras": { "back": { "ffmpeg": { "inputs": [ { "path": "rtsp://10.0.0.1:554/video", "roles": ["detect"], }, ] }, "detect": { "height": 1080, "width": 1920, "fps": 5, }, } }, } frigate_config = FrigateConfig(**config) assert config == frigate_config.dict(exclude_unset=True) runtime_config = frigate_config.runtime_config assert runtime_config.model.merged_labelmap[0] == "person" def test_fails_on_invalid_role(self): config = { "mqtt": {"host": "mqtt"}, "cameras": { "back": { "ffmpeg": { "inputs": [ { "path": "rtsp://10.0.0.1:554/video", "roles": ["detect", "clips"], }, ] }, "detect": { "height": 1080, "width": 1920, "fps": 5, }, } }, } self.assertRaises(ValidationError, lambda: FrigateConfig(**config)) def test_global_detect(self): config = { "mqtt": {"host": "mqtt"}, "detect": {"max_disappeared": 1}, "cameras": { "back": { "ffmpeg": { "inputs": [ { "path": "rtsp://10.0.0.1:554/video", "roles": ["detect"], }, ] }, "detect": { "height": 1080, "width": 1920, "fps": 5, }, } }, } frigate_config = FrigateConfig(**config) assert config == frigate_config.dict(exclude_unset=True) runtime_config = frigate_config.runtime_config assert runtime_config.cameras["back"].detect.max_disappeared == 1 assert runtime_config.cameras["back"].detect.height == 1080 def test_default_detect(self): config = { "mqtt": {"host": "mqtt"}, "cameras": { "back": { "ffmpeg": { "inputs": [ { "path": "rtsp://10.0.0.1:554/video", "roles": ["detect"], }, ] } } }, } frigate_config = FrigateConfig(**config) assert config == frigate_config.dict(exclude_unset=True) runtime_config = frigate_config.runtime_config assert runtime_config.cameras["back"].detect.max_disappeared == 25 assert runtime_config.cameras["back"].detect.height == 720 def test_global_detect_merge(self): config = { "mqtt": {"host": "mqtt"}, "detect": {"max_disappeared": 1, "height": 720}, "cameras": { "back": { "ffmpeg": { "inputs": [ { "path": "rtsp://10.0.0.1:554/video", "roles": ["detect"], }, ] }, "detect": { "height": 1080, "width": 1920, "fps": 5, }, } }, } frigate_config = FrigateConfig(**config) assert config == frigate_config.dict(exclude_unset=True) runtime_config = frigate_config.runtime_config assert runtime_config.cameras["back"].detect.max_disappeared == 1 assert runtime_config.cameras["back"].detect.height == 1080 assert runtime_config.cameras["back"].detect.width == 1920 def test_global_snapshots(self): config = { "mqtt": {"host": "mqtt"}, "snapshots": {"enabled": True}, "cameras": { "back": { "ffmpeg": { "inputs": [ { "path": "rtsp://10.0.0.1:554/video", "roles": ["detect"], }, ] }, "snapshots": { "height": 100, }, } }, } frigate_config = FrigateConfig(**config) assert config == frigate_config.dict(exclude_unset=True) runtime_config = frigate_config.runtime_config assert runtime_config.cameras["back"].snapshots.enabled assert runtime_config.cameras["back"].snapshots.height == 100 def test_default_snapshots(self): config = { "mqtt": {"host": "mqtt"}, "cameras": { "back": { "ffmpeg": { "inputs": [ { "path": "rtsp://10.0.0.1:554/video", "roles": ["detect"], }, ] } } }, } frigate_config = FrigateConfig(**config) assert config == frigate_config.dict(exclude_unset=True) runtime_config = frigate_config.runtime_config assert runtime_config.cameras["back"].snapshots.bounding_box assert runtime_config.cameras["back"].snapshots.quality == 70 def test_global_snapshots_merge(self): config = { "mqtt": {"host": "mqtt"}, "snapshots": {"bounding_box": False, "height": 300}, "cameras": { "back": { "ffmpeg": { "inputs": [ { "path": "rtsp://10.0.0.1:554/video", "roles": ["detect"], }, ] }, "snapshots": { "height": 150, "enabled": True, }, } }, } frigate_config = FrigateConfig(**config) assert config == frigate_config.dict(exclude_unset=True) runtime_config = frigate_config.runtime_config assert runtime_config.cameras["back"].snapshots.bounding_box == False assert runtime_config.cameras["back"].snapshots.height == 150 assert runtime_config.cameras["back"].snapshots.enabled if __name__ == "__main__": unittest.main(verbosity=2)