mirror of
https://github.com/blakeblackshear/frigate.git
synced 2024-11-21 19:07:46 +01:00
d81dd60fef
* refactor existing motion detector * implement and use cnt bgsub * pass fps to motion detector * create a simplified motion detector * lightning detection * update default motion config * lint imports * use estimated boxes for regions * use improved motion detector * update test * use a different strategy for clustering motion and object boxes * increase alpha during calibration * simplify object consolidation * add some reasonable constraints to the estimated box * adjust cluster boundary to 10% * refactor * add disabled debug code * fix variable scope
1542 lines
52 KiB
Python
1542 lines
52 KiB
Python
import json
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import os
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import unittest
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import numpy as np
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from pydantic import ValidationError
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from frigate.config import BirdseyeModeEnum, FrigateConfig
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from frigate.const import MODEL_CACHE_DIR
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from frigate.detectors import DetectorTypeEnum
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from frigate.plus import PlusApi
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from frigate.util import deep_merge, load_config_with_no_duplicates
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class TestConfig(unittest.TestCase):
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def setUp(self):
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self.minimal = {
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"mqtt": {"host": "mqtt"},
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"cameras": {
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"back": {
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"ffmpeg": {
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"inputs": [
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{"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]}
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]
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},
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"detect": {
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"height": 1080,
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"width": 1920,
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"fps": 5,
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},
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}
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},
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}
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self.plus_model_info = {
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"id": "e63b7345cc83a84ed79dedfc99c16616",
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"name": "SSDLite Mobiledet",
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"description": "Fine tuned model",
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"trainDate": "2023-04-28T23:22:01.262Z",
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"type": "ssd",
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"supportedDetectors": ["edgetpu"],
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"width": 320,
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"height": 320,
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"inputShape": "nhwc",
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"pixelFormat": "rgb",
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"labelMap": {
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"0": "amazon",
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"1": "car",
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"2": "cat",
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"3": "deer",
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"4": "dog",
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"5": "face",
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"6": "fedex",
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"7": "license_plate",
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"8": "package",
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"9": "person",
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"10": "ups",
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},
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}
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if not os.path.exists(MODEL_CACHE_DIR) and not os.path.islink(MODEL_CACHE_DIR):
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os.makedirs(MODEL_CACHE_DIR)
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def test_config_class(self):
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frigate_config = FrigateConfig(**self.minimal)
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assert self.minimal == frigate_config.dict(exclude_unset=True)
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runtime_config = frigate_config.runtime_config()
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assert "cpu" in runtime_config.detectors.keys()
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assert runtime_config.detectors["cpu"].type == DetectorTypeEnum.cpu
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assert runtime_config.detectors["cpu"].model.width == 320
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def test_detector_custom_model_path(self):
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config = {
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"detectors": {
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"cpu": {
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"type": "cpu",
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"model": {"path": "/cpu_model.tflite"},
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},
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"edgetpu": {
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"type": "edgetpu",
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"model": {"path": "/edgetpu_model.tflite", "width": 160},
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},
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"openvino": {
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"type": "openvino",
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},
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},
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# needs to be a file that will exist, doesnt matter what
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"model": {"path": "/etc/hosts", "width": 512},
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}
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frigate_config = FrigateConfig(**(deep_merge(config, self.minimal)))
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runtime_config = frigate_config.runtime_config()
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assert "cpu" in runtime_config.detectors.keys()
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assert "edgetpu" in runtime_config.detectors.keys()
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assert "openvino" in runtime_config.detectors.keys()
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assert runtime_config.detectors["cpu"].type == DetectorTypeEnum.cpu
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assert runtime_config.detectors["edgetpu"].type == DetectorTypeEnum.edgetpu
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assert runtime_config.detectors["openvino"].type == DetectorTypeEnum.openvino
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assert runtime_config.detectors["cpu"].num_threads == 3
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assert runtime_config.detectors["edgetpu"].device is None
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assert runtime_config.detectors["openvino"].device is None
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assert runtime_config.model.path == "/etc/hosts"
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assert runtime_config.detectors["cpu"].model.path == "/cpu_model.tflite"
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assert runtime_config.detectors["edgetpu"].model.path == "/edgetpu_model.tflite"
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assert runtime_config.detectors["openvino"].model.path == "/etc/hosts"
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assert runtime_config.model.width == 512
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assert runtime_config.detectors["cpu"].model.width == 512
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assert runtime_config.detectors["edgetpu"].model.width == 160
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assert runtime_config.detectors["openvino"].model.width == 512
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def test_invalid_mqtt_config(self):
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config = {
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"mqtt": {"host": "mqtt", "user": "test"},
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"cameras": {
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"back": {
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"ffmpeg": {
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"inputs": [
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{"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]}
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]
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},
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"detect": {
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"height": 1080,
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"width": 1920,
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"fps": 5,
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},
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}
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},
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}
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self.assertRaises(ValidationError, lambda: FrigateConfig(**config))
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def test_inherit_tracked_objects(self):
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config = {
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"mqtt": {"host": "mqtt"},
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"objects": {"track": ["person", "dog"]},
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"cameras": {
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"back": {
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"ffmpeg": {
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"inputs": [
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{"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]}
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]
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},
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"detect": {
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"height": 1080,
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"width": 1920,
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"fps": 5,
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},
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}
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},
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}
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frigate_config = FrigateConfig(**config)
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assert config == frigate_config.dict(exclude_unset=True)
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runtime_config = frigate_config.runtime_config()
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assert "dog" in runtime_config.cameras["back"].objects.track
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def test_override_birdseye(self):
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config = {
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"mqtt": {"host": "mqtt"},
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"birdseye": {"enabled": True, "mode": "continuous"},
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"cameras": {
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"back": {
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"ffmpeg": {
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"inputs": [
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{"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]}
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]
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},
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"detect": {
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"height": 1080,
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"width": 1920,
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"fps": 5,
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},
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"birdseye": {"enabled": False, "mode": "motion"},
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}
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},
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}
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frigate_config = FrigateConfig(**config)
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assert config == frigate_config.dict(exclude_unset=True)
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runtime_config = frigate_config.runtime_config()
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assert not runtime_config.cameras["back"].birdseye.enabled
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assert runtime_config.cameras["back"].birdseye.mode is BirdseyeModeEnum.motion
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def test_override_birdseye_non_inheritable(self):
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config = {
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"mqtt": {"host": "mqtt"},
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"birdseye": {"enabled": True, "mode": "continuous", "height": 1920},
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"cameras": {
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"back": {
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"ffmpeg": {
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"inputs": [
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{"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]}
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]
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},
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"detect": {
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"height": 1080,
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"width": 1920,
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"fps": 5,
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},
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}
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},
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}
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frigate_config = FrigateConfig(**config)
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assert config == frigate_config.dict(exclude_unset=True)
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runtime_config = frigate_config.runtime_config()
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assert runtime_config.cameras["back"].birdseye.enabled
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def test_inherit_birdseye(self):
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config = {
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"mqtt": {"host": "mqtt"},
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"birdseye": {"enabled": True, "mode": "continuous"},
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"cameras": {
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"back": {
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"ffmpeg": {
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"inputs": [
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{"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]}
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]
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},
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"detect": {
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"height": 1080,
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"width": 1920,
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"fps": 5,
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},
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}
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},
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}
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frigate_config = FrigateConfig(**config)
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assert config == frigate_config.dict(exclude_unset=True)
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runtime_config = frigate_config.runtime_config()
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assert runtime_config.cameras["back"].birdseye.enabled
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assert (
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runtime_config.cameras["back"].birdseye.mode is BirdseyeModeEnum.continuous
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)
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def test_override_tracked_objects(self):
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config = {
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"mqtt": {"host": "mqtt"},
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"objects": {"track": ["person", "dog"]},
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"cameras": {
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"back": {
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"ffmpeg": {
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"inputs": [
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{"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]}
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]
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},
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"detect": {
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"height": 1080,
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"width": 1920,
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"fps": 5,
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},
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"objects": {"track": ["cat"]},
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}
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},
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}
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frigate_config = FrigateConfig(**config)
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assert config == frigate_config.dict(exclude_unset=True)
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runtime_config = frigate_config.runtime_config()
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assert "cat" in runtime_config.cameras["back"].objects.track
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def test_default_object_filters(self):
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config = {
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"mqtt": {"host": "mqtt"},
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"objects": {"track": ["person", "dog"]},
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"cameras": {
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"back": {
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"ffmpeg": {
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"inputs": [
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{"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]}
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]
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},
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"detect": {
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"height": 1080,
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"width": 1920,
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"fps": 5,
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},
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}
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},
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}
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frigate_config = FrigateConfig(**config)
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assert config == frigate_config.dict(exclude_unset=True)
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runtime_config = frigate_config.runtime_config()
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assert "dog" in runtime_config.cameras["back"].objects.filters
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def test_inherit_object_filters(self):
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config = {
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"mqtt": {"host": "mqtt"},
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"objects": {
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"track": ["person", "dog"],
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"filters": {"dog": {"threshold": 0.7}},
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},
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"cameras": {
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"back": {
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"ffmpeg": {
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"inputs": [
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{"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]}
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]
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},
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"detect": {
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"height": 1080,
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"width": 1920,
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"fps": 5,
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},
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}
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},
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}
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frigate_config = FrigateConfig(**config)
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assert config == frigate_config.dict(exclude_unset=True)
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runtime_config = frigate_config.runtime_config()
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assert "dog" in runtime_config.cameras["back"].objects.filters
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assert runtime_config.cameras["back"].objects.filters["dog"].threshold == 0.7
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def test_override_object_filters(self):
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config = {
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"mqtt": {"host": "mqtt"},
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"cameras": {
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"back": {
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"ffmpeg": {
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"inputs": [
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{"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]}
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]
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},
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"detect": {
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"height": 1080,
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"width": 1920,
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"fps": 5,
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},
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"objects": {
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"track": ["person", "dog"],
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"filters": {"dog": {"threshold": 0.7}},
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},
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}
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},
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}
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frigate_config = FrigateConfig(**config)
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assert config == frigate_config.dict(exclude_unset=True)
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runtime_config = frigate_config.runtime_config()
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assert "dog" in runtime_config.cameras["back"].objects.filters
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assert runtime_config.cameras["back"].objects.filters["dog"].threshold == 0.7
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def test_global_object_mask(self):
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config = {
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"mqtt": {"host": "mqtt"},
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"objects": {"track": ["person", "dog"]},
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"cameras": {
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"back": {
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"ffmpeg": {
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"inputs": [
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{"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]}
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]
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},
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"detect": {
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"height": 1080,
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"width": 1920,
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"fps": 5,
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},
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"objects": {
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"mask": "0,0,1,1,0,1",
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"filters": {"dog": {"mask": "1,1,1,1,1,1"}},
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},
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}
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},
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}
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frigate_config = FrigateConfig(**config)
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assert config == frigate_config.dict(exclude_unset=True)
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runtime_config = frigate_config.runtime_config()
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back_camera = runtime_config.cameras["back"]
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assert "dog" in back_camera.objects.filters
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assert len(back_camera.objects.filters["dog"].raw_mask) == 2
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assert len(back_camera.objects.filters["person"].raw_mask) == 1
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def test_default_input_args(self):
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config = {
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"mqtt": {"host": "mqtt"},
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"cameras": {
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"back": {
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"ffmpeg": {
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"inputs": [
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{
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"path": "rtsp://10.0.0.1:554/video",
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"roles": ["detect"],
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},
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]
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},
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"detect": {
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"height": 1080,
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"width": 1920,
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"fps": 5,
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},
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}
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},
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}
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frigate_config = FrigateConfig(**config)
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assert config == frigate_config.dict(exclude_unset=True)
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runtime_config = frigate_config.runtime_config()
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assert "-rtsp_transport" in runtime_config.cameras["back"].ffmpeg_cmds[0]["cmd"]
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def test_ffmpeg_params_global(self):
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config = {
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"ffmpeg": {"input_args": "-re"},
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"mqtt": {"host": "mqtt"},
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"cameras": {
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"back": {
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"ffmpeg": {
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"inputs": [
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{"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]}
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]
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},
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"detect": {
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"height": 1080,
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"width": 1920,
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"fps": 5,
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},
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"objects": {
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"track": ["person", "dog"],
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"filters": {"dog": {"threshold": 0.7}},
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},
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}
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},
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}
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frigate_config = FrigateConfig(**config)
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assert config == frigate_config.dict(exclude_unset=True)
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runtime_config = frigate_config.runtime_config()
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assert "-re" in runtime_config.cameras["back"].ffmpeg_cmds[0]["cmd"]
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def test_ffmpeg_params_camera(self):
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config = {
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"mqtt": {"host": "mqtt"},
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"ffmpeg": {"input_args": ["test"]},
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"cameras": {
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"back": {
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"ffmpeg": {
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"inputs": [
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{"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]}
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],
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"input_args": ["-re"],
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},
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"detect": {
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"height": 1080,
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"width": 1920,
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"fps": 5,
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},
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"objects": {
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"track": ["person", "dog"],
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"filters": {"dog": {"threshold": 0.7}},
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},
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}
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},
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}
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frigate_config = FrigateConfig(**config)
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assert config == frigate_config.dict(exclude_unset=True)
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runtime_config = frigate_config.runtime_config()
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assert "-re" in runtime_config.cameras["back"].ffmpeg_cmds[0]["cmd"]
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assert "test" not in runtime_config.cameras["back"].ffmpeg_cmds[0]["cmd"]
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def test_ffmpeg_params_input(self):
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config = {
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"mqtt": {"host": "mqtt"},
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"ffmpeg": {"input_args": ["test2"]},
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"cameras": {
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"back": {
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"ffmpeg": {
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"inputs": [
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{
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"path": "rtsp://10.0.0.1:554/video",
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"roles": ["detect"],
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"input_args": "-re test",
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}
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],
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"input_args": "test3",
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},
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"detect": {
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"height": 1080,
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"width": 1920,
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"fps": 5,
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},
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"objects": {
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"track": ["person", "dog"],
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"filters": {"dog": {"threshold": 0.7}},
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},
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}
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},
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}
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frigate_config = FrigateConfig(**config)
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assert config == frigate_config.dict(exclude_unset=True)
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runtime_config = frigate_config.runtime_config()
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assert "-re" in runtime_config.cameras["back"].ffmpeg_cmds[0]["cmd"]
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assert "test" in runtime_config.cameras["back"].ffmpeg_cmds[0]["cmd"]
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assert "test2" not in runtime_config.cameras["back"].ffmpeg_cmds[0]["cmd"]
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assert "test3" not in runtime_config.cameras["back"].ffmpeg_cmds[0]["cmd"]
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|
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def test_inherit_clips_retention(self):
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config = {
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"mqtt": {"host": "mqtt"},
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"record": {
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"events": {"retain": {"default": 20, "objects": {"person": 30}}}
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},
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"cameras": {
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"back": {
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"ffmpeg": {
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"inputs": [
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{"path": "rtsp://10.0.0.1:554/video", "roles": ["detect"]}
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]
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},
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"detect": {
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"height": 1080,
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"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": {}},
|
|
}
|
|
},
|
|
}
|
|
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 "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.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 == 50
|
|
|
|
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) == 15
|
|
|
|
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_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.dict(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,
|
|
},
|
|
"rtmp": {"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.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 is False
|
|
assert runtime_config.cameras["back"].snapshots.height == 150
|
|
assert runtime_config.cameras["back"].snapshots.enabled
|
|
|
|
def test_global_rtmp_disabled(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 not runtime_config.cameras["back"].rtmp.enabled
|
|
|
|
def test_default_not_rtmp(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 not runtime_config.cameras["back"].rtmp.enabled
|
|
|
|
def test_global_rtmp_merge(self):
|
|
config = {
|
|
"mqtt": {"host": "mqtt"},
|
|
"rtmp": {"enabled": False},
|
|
"cameras": {
|
|
"back": {
|
|
"ffmpeg": {
|
|
"inputs": [
|
|
{
|
|
"path": "rtsp://10.0.0.1:554/video",
|
|
"roles": ["detect", "rtmp"],
|
|
},
|
|
]
|
|
},
|
|
"rtmp": {
|
|
"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"].rtmp.enabled
|
|
|
|
def test_global_rtmp_default(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"],
|
|
},
|
|
]
|
|
},
|
|
}
|
|
},
|
|
}
|
|
frigate_config = FrigateConfig(**config)
|
|
assert config == frigate_config.dict(exclude_unset=True)
|
|
|
|
runtime_config = frigate_config.runtime_config()
|
|
assert not runtime_config.cameras["back"].rtmp.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"],
|
|
},
|
|
]
|
|
},
|
|
}
|
|
},
|
|
}
|
|
frigate_config = FrigateConfig(**config)
|
|
assert config == frigate_config.dict(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"],
|
|
},
|
|
]
|
|
}
|
|
}
|
|
},
|
|
}
|
|
frigate_config = FrigateConfig(**config)
|
|
assert config == frigate_config.dict(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"],
|
|
},
|
|
]
|
|
},
|
|
"live": {
|
|
"quality": 7,
|
|
},
|
|
}
|
|
},
|
|
}
|
|
frigate_config = FrigateConfig(**config)
|
|
assert config == frigate_config.dict(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"],
|
|
},
|
|
]
|
|
},
|
|
}
|
|
},
|
|
}
|
|
frigate_config = FrigateConfig(**config)
|
|
assert config == frigate_config.dict(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"],
|
|
},
|
|
]
|
|
}
|
|
}
|
|
},
|
|
}
|
|
frigate_config = FrigateConfig(**config)
|
|
assert config == frigate_config.dict(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"},
|
|
"rtmp": {"enabled": False},
|
|
"timestamp_style": {"position": "br", "thickness": 2},
|
|
"cameras": {
|
|
"back": {
|
|
"ffmpeg": {
|
|
"inputs": [
|
|
{
|
|
"path": "rtsp://10.0.0.1:554/video",
|
|
"roles": ["detect"],
|
|
},
|
|
]
|
|
},
|
|
"timestamp_style": {"position": "bl", "thickness": 4},
|
|
}
|
|
},
|
|
}
|
|
frigate_config = FrigateConfig(**config)
|
|
assert config == frigate_config.dict(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"],
|
|
},
|
|
]
|
|
},
|
|
}
|
|
},
|
|
}
|
|
frigate_config = FrigateConfig(**config)
|
|
assert config == frigate_config.dict(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"],
|
|
},
|
|
]
|
|
},
|
|
}
|
|
},
|
|
}
|
|
|
|
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"],
|
|
},
|
|
],
|
|
},
|
|
}
|
|
},
|
|
}
|
|
|
|
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"],
|
|
},
|
|
]
|
|
},
|
|
"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: load_config_with_no_duplicates(raw_config)
|
|
)
|
|
|
|
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.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"].min_ratio == 0.2
|
|
assert runtime_config.cameras["back"].objects.filters["dog"].max_ratio == 10.1
|
|
|
|
|
|
if __name__ == "__main__":
|
|
unittest.main(verbosity=2)
|