import json import os import unittest from unittest.mock import patch import numpy as np import yaml from pydantic import ValidationError from frigate.config import BirdseyeModeEnum, FrigateConfig from frigate.const import MODEL_CACHE_DIR from frigate.detectors import DetectorTypeEnum from frigate.plus import PlusApi from frigate.util.builtin import NoDuplicateKeysLoader, deep_merge 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, }, } }, } self.plus_model_info = { "id": "e63b7345cc83a84ed79dedfc99c16616", "name": "SSDLite Mobiledet", "description": "Fine tuned model", "trainDate": "2023-04-28T23:22:01.262Z", "type": "ssd", "supportedDetectors": ["edgetpu"], "width": 320, "height": 320, "inputShape": "nhwc", "pixelFormat": "rgb", "labelMap": { "0": "amazon", "1": "car", "2": "cat", "3": "deer", "4": "dog", "5": "face", "6": "fedex", "7": "license_plate", "8": "package", "9": "person", "10": "ups", }, } if not os.path.exists(MODEL_CACHE_DIR) and not os.path.islink(MODEL_CACHE_DIR): os.makedirs(MODEL_CACHE_DIR) def test_config_class(self): frigate_config = FrigateConfig(**self.minimal) assert self.minimal == frigate_config.model_dump(exclude_unset=True) runtime_config = frigate_config.runtime_config() assert "cpu" in runtime_config.detectors.keys() assert runtime_config.detectors["cpu"].type == DetectorTypeEnum.cpu assert runtime_config.detectors["cpu"].model.width == 320 @patch("frigate.detectors.detector_config.load_labels") def test_detector_custom_model_path(self, mock_labels): mock_labels.return_value = {} config = { "detectors": { "cpu": { "type": "cpu", "model": {"path": "/cpu_model.tflite"}, }, "edgetpu": { "type": "edgetpu", "model": {"path": "/edgetpu_model.tflite"}, }, "openvino": { "type": "openvino", }, }, # needs to be a file that will exist, doesn't matter what "model": {"path": "/etc/hosts", "width": 512}, } frigate_config = FrigateConfig(**(deep_merge(config, self.minimal))) runtime_config = frigate_config.runtime_config() assert "cpu" in runtime_config.detectors.keys() assert "edgetpu" in runtime_config.detectors.keys() assert "openvino" in runtime_config.detectors.keys() assert runtime_config.detectors["cpu"].type == DetectorTypeEnum.cpu assert runtime_config.detectors["edgetpu"].type == DetectorTypeEnum.edgetpu assert runtime_config.detectors["openvino"].type == DetectorTypeEnum.openvino assert runtime_config.detectors["cpu"].num_threads == 3 assert runtime_config.detectors["edgetpu"].device is None assert runtime_config.detectors["openvino"].device is None assert runtime_config.model.path == "/etc/hosts" assert runtime_config.detectors["cpu"].model.path == "/cpu_model.tflite" assert runtime_config.detectors["edgetpu"].model.path == "/edgetpu_model.tflite" assert runtime_config.detectors["openvino"].model.path == "/etc/hosts" 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.model_dump(exclude_unset=True) runtime_config = frigate_config.runtime_config() assert "dog" in runtime_config.cameras["back"].objects.track def test_override_birdseye(self): config = { "mqtt": {"host": "mqtt"}, "birdseye": {"enabled": True, "mode": "continuous"}, "cameras": { "back": { "ffmpeg": { "inputs": [ {"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]} ] }, "detect": { "height": 1080, "width": 1920, "fps": 5, }, "birdseye": {"enabled": False, "mode": "motion"}, } }, } frigate_config = FrigateConfig(**config) assert config == frigate_config.model_dump(exclude_unset=True) runtime_config = frigate_config.runtime_config() assert not runtime_config.cameras["back"].birdseye.enabled assert runtime_config.cameras["back"].birdseye.mode is BirdseyeModeEnum.motion def test_override_birdseye_non_inheritable(self): config = { "mqtt": {"host": "mqtt"}, "birdseye": {"enabled": True, "mode": "continuous", "height": 1920}, "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.model_dump(exclude_unset=True) runtime_config = frigate_config.runtime_config() assert runtime_config.cameras["back"].birdseye.enabled def test_inherit_birdseye(self): config = { "mqtt": {"host": "mqtt"}, "birdseye": {"enabled": True, "mode": "continuous"}, "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.model_dump(exclude_unset=True) runtime_config = frigate_config.runtime_config() assert runtime_config.cameras["back"].birdseye.enabled assert ( runtime_config.cameras["back"].birdseye.mode is BirdseyeModeEnum.continuous ) 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.model_dump(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.model_dump(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.model_dump(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.model_dump(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.model_dump(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_motion_mask_relative_matches_explicit(self): config = { "mqtt": {"host": "mqtt"}, "record": {"alerts": {"retain": {"days": 20}}}, "cameras": { "explicit": { "ffmpeg": { "inputs": [ {"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]} ] }, "detect": { "height": 400, "width": 800, "fps": 5, }, "motion": { "mask": [ "0,0,200,100,600,300,800,400", ] }, }, "relative": { "ffmpeg": { "inputs": [ {"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]} ] }, "detect": { "height": 400, "width": 800, "fps": 5, }, "motion": { "mask": [ "0.0,0.0,0.25,0.25,0.75,0.75,1.0,1.0", ] }, }, }, } frigate_config = FrigateConfig(**config).runtime_config() assert np.array_equal( frigate_config.cameras["explicit"].motion.mask, frigate_config.cameras["relative"].motion.mask, ) 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.model_dump(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.model_dump(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.model_dump(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.model_dump(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": {"alerts": {"retain": {"days": 20}}}, "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.model_dump(exclude_unset=True) runtime_config = frigate_config.runtime_config() assert runtime_config.cameras["back"].record.alerts.retain.days == 20 def test_roles_listed_twice_throws_error(self): config = { "mqtt": {"host": "mqtt"}, "record": { "alerts": { "retain": { "days": 20, } } }, "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": { "alerts": { "retain": { "days": 20, } } }, "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": { "alerts": { "retain": { "days": 20, } } }, "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.model_dump(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_zone_relative_matches_explicit(self): config = { "mqtt": {"host": "mqtt"}, "record": { "alerts": { "retain": { "days": 20, } } }, "cameras": { "back": { "ffmpeg": { "inputs": [ {"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]} ] }, "detect": { "height": 400, "width": 800, "fps": 5, }, "zones": { "explicit": { "coordinates": "0,0,200,100,600,300,800,400", }, "relative": { "coordinates": "0.0,0.0,0.25,0.25,0.75,0.75,1.0,1.0", }, }, } }, } frigate_config = FrigateConfig(**config).runtime_config() assert np.array_equal( frigate_config.cameras["back"].zones["explicit"].contour, frigate_config.cameras["back"].zones["relative"].contour, ) 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"], }, {"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.model_dump(exclude_unset=True) runtime_config = frigate_config.runtime_config() ffmpeg_cmds = runtime_config.cameras["back"].ffmpeg_cmds assert len(ffmpeg_cmds) == 1 assert "clips" not 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.model_dump(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.model_dump(exclude_unset=True) runtime_config = frigate_config.runtime_config() assert runtime_config.cameras["back"].motion.frame_height == 100 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.model_dump(exclude_unset=True) runtime_config = frigate_config.runtime_config() assert round(runtime_config.cameras["back"].motion.contour_area) == 10 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.model_dump(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.model_dump(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.model_dump(exclude_unset=True) runtime_config = frigate_config.runtime_config() assert runtime_config.model.merged_labelmap[0] == "person" def test_plus_labelmap(self): with open("/config/model_cache/test", "w") as f: json.dump(self.plus_model_info, f) with open("/config/model_cache/test.json", "w") as f: json.dump(self.plus_model_info, f) config = { "mqtt": {"host": "mqtt"}, "model": {"path": "plus://test"}, "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.model_dump(exclude_unset=True) runtime_config = frigate_config.runtime_config(PlusApi()) assert runtime_config.model.merged_labelmap[0] == "amazon" 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"], }, { "path": "rtsp://10.0.0.1:554/video2", "roles": ["clips"], }, ] }, "detect": { "height": 1080, "width": 1920, "fps": 5, }, } }, } self.assertRaises(ValidationError, lambda: FrigateConfig(**config)) def test_fails_on_missing_role(self): config = { "mqtt": {"host": "mqtt"}, "cameras": { "back": { "ffmpeg": { "inputs": [ { "path": "rtsp://10.0.0.1:554/video", "roles": ["detect"], }, { "path": "rtsp://10.0.0.1:554/video2", "roles": ["record"], }, ] }, "detect": { "height": 1080, "width": 1920, "fps": 5, }, "audio": {"enabled": True}, } }, } frigate_config = FrigateConfig(**config) self.assertRaises(ValueError, lambda: frigate_config.runtime_config()) def test_works_on_missing_role_multiple_cams(self): config = { "mqtt": {"host": "mqtt"}, "cameras": { "back": { "ffmpeg": { "inputs": [ { "path": "rtsp://10.0.0.1:554/video", "roles": ["detect"], }, { "path": "rtsp://10.0.0.1:554/video2", "roles": ["record"], }, ] }, "detect": { "height": 1080, "width": 1920, "fps": 5, }, }, "cam2": { "ffmpeg": { "inputs": [ { "path": "rtsp://10.0.0.1:554/video", "roles": ["detect"], }, { "path": "rtsp://10.0.0.1:554/video2", "roles": ["record"], }, ] }, "detect": { "height": 1080, "width": 1920, "fps": 5, }, }, }, } frigate_config = FrigateConfig(**config) frigate_config.runtime_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.model_dump(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"], }, ] }, "detect": { "height": 720, "width": 1280, "fps": 5, }, } }, } frigate_config = FrigateConfig(**config) assert config == frigate_config.model_dump(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.model_dump(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"], }, ] }, "detect": { "height": 1080, "width": 1920, "fps": 5, }, "snapshots": { "height": 100, }, } }, } frigate_config = FrigateConfig(**config) assert config == frigate_config.model_dump(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"], }, ] }, "detect": { "height": 1080, "width": 1920, "fps": 5, }, } }, } frigate_config = FrigateConfig(**config) assert config == frigate_config.model_dump(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"], }, ] }, "detect": { "height": 1080, "width": 1920, "fps": 5, }, "snapshots": { "height": 150, "enabled": True, }, } }, } frigate_config = FrigateConfig(**config) assert config == frigate_config.model_dump(exclude_unset=True) runtime_config = frigate_config.runtime_config() assert runtime_config.cameras["back"].snapshots.bounding_box is False assert runtime_config.cameras["back"].snapshots.height == 150 assert runtime_config.cameras["back"].snapshots.enabled def test_global_jsmpeg(self): config = { "mqtt": {"host": "mqtt"}, "live": {"quality": 4}, "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.model_dump(exclude_unset=True) runtime_config = frigate_config.runtime_config() assert runtime_config.cameras["back"].live.quality == 4 def test_default_live(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.model_dump(exclude_unset=True) runtime_config = frigate_config.runtime_config() assert runtime_config.cameras["back"].live.quality == 8 def test_global_live_merge(self): config = { "mqtt": {"host": "mqtt"}, "live": {"quality": 4, "height": 480}, "cameras": { "back": { "ffmpeg": { "inputs": [ { "path": "rtsp://10.0.0.1:554/video", "roles": ["detect"], }, ] }, "detect": { "height": 1080, "width": 1920, "fps": 5, }, "live": { "quality": 7, }, } }, } frigate_config = FrigateConfig(**config) assert config == frigate_config.model_dump(exclude_unset=True) runtime_config = frigate_config.runtime_config() assert runtime_config.cameras["back"].live.quality == 7 assert runtime_config.cameras["back"].live.height == 480 def test_global_timestamp_style(self): config = { "mqtt": {"host": "mqtt"}, "timestamp_style": {"position": "bl"}, "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.model_dump(exclude_unset=True) runtime_config = frigate_config.runtime_config() assert runtime_config.cameras["back"].timestamp_style.position == "bl" def test_default_timestamp_style(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.model_dump(exclude_unset=True) runtime_config = frigate_config.runtime_config() assert runtime_config.cameras["back"].timestamp_style.position == "tl" def test_global_timestamp_style_merge(self): config = { "mqtt": {"host": "mqtt"}, "timestamp_style": {"position": "br", "thickness": 2}, "cameras": { "back": { "ffmpeg": { "inputs": [ { "path": "rtsp://10.0.0.1:554/video", "roles": ["detect"], }, ] }, "detect": { "height": 1080, "width": 1920, "fps": 5, }, "timestamp_style": {"position": "bl", "thickness": 4}, } }, } frigate_config = FrigateConfig(**config) assert config == frigate_config.model_dump(exclude_unset=True) runtime_config = frigate_config.runtime_config() assert runtime_config.cameras["back"].timestamp_style.position == "bl" assert runtime_config.cameras["back"].timestamp_style.thickness == 4 def test_allow_retain_to_be_a_decimal(self): config = { "mqtt": {"host": "mqtt"}, "snapshots": {"retain": {"default": 1.5}}, "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.model_dump(exclude_unset=True) runtime_config = frigate_config.runtime_config() assert runtime_config.cameras["back"].snapshots.retain.default == 1.5 def test_fails_on_bad_camera_name(self): config = { "mqtt": {"host": "mqtt"}, "snapshots": {"retain": {"default": 1.5}}, "cameras": { "back camer#": { "ffmpeg": { "inputs": [ { "path": "rtsp://10.0.0.1:554/video", "roles": ["detect"], }, ] }, "detect": { "height": 1080, "width": 1920, "fps": 5, }, } }, } frigate_config = FrigateConfig(**config) self.assertRaises( ValidationError, lambda: frigate_config.runtime_config().cameras ) def test_fails_on_bad_segment_time(self): config = { "mqtt": {"host": "mqtt"}, "record": {"enabled": True}, "cameras": { "back": { "ffmpeg": { "output_args": { "record": "-f segment -segment_time 70 -segment_format mp4 -reset_timestamps 1 -strftime 1 -c copy -an" }, "inputs": [ { "path": "rtsp://10.0.0.1:554/video", "roles": ["detect"], }, ], }, "detect": { "height": 1080, "width": 1920, "fps": 5, }, } }, } frigate_config = FrigateConfig(**config) self.assertRaises( ValueError, lambda: frigate_config.runtime_config().ffmpeg.output_args.record, ) def test_fails_zone_defines_untracked_object(self): config = { "mqtt": {"host": "mqtt"}, "objects": {"track": ["person"]}, "cameras": { "back": { "ffmpeg": { "inputs": [ { "path": "rtsp://10.0.0.1:554/video", "roles": ["detect"], }, ] }, "detect": { "height": 1080, "width": 1920, "fps": 5, }, "zones": { "steps": { "coordinates": "0,0,0,0", "objects": ["car", "person"], }, }, } }, } frigate_config = FrigateConfig(**config) self.assertRaises(ValueError, lambda: frigate_config.runtime_config().cameras) def test_fails_duplicate_keys(self): raw_config = """ cameras: test: ffmpeg: inputs: - one - two inputs: - three - four """ self.assertRaises( ValueError, lambda: yaml.load(raw_config, NoDuplicateKeysLoader) ) def test_object_filter_ratios_work(self): config = { "mqtt": {"host": "mqtt"}, "objects": { "track": ["person", "dog"], "filters": {"dog": {"min_ratio": 0.2, "max_ratio": 10.1}}, }, "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.model_dump(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"].min_ratio == 0.2 assert runtime_config.cameras["back"].objects.filters["dog"].max_ratio == 10.1 def test_valid_movement_weights(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, }, "onvif": { "autotracking": {"movement_weights": "0, 1, 1.23, 2.34, 0.50"} }, } }, } frigate_config = FrigateConfig(**config) runtime_config = frigate_config.runtime_config() assert runtime_config.cameras["back"].onvif.autotracking.movement_weights == [ "0.0", "1.0", "1.23", "2.34", "0.5", ] def test_fails_invalid_movement_weights(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, }, "onvif": {"autotracking": {"movement_weights": "1.234, 2.345a"}}, } }, } self.assertRaises(ValueError, lambda: FrigateConfig(**config)) if __name__ == "__main__": unittest.main(verbosity=2)