blakeblackshear.frigate/frigate/test/test_config.py
Josh Hawkins af24eb7dbf
Autotracking tweaks (#8400)
* optimize motion and velocity estimation

* change recommended fps and fix config validate

* remove unneeded var

* process at most 3 objects per second

* fix test
2023-11-01 06:12:43 -05:00

1686 lines
57 KiB
Python

import json
import os
import unittest
import numpy as np
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 deep_merge, load_config_with_no_duplicates
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.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
assert runtime_config.detectors["cpu"].model.width == 320
def test_detector_custom_model_path(self):
config = {
"detectors": {
"cpu": {
"type": "cpu",
"model": {"path": "/cpu_model.tflite"},
},
"edgetpu": {
"type": "edgetpu",
"model": {"path": "/edgetpu_model.tflite", "width": 160},
},
"openvino": {
"type": "openvino",
},
},
# needs to be a file that will exist, doesnt 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"
assert runtime_config.model.width == 512
assert runtime_config.detectors["cpu"].model.width == 512
assert runtime_config.detectors["edgetpu"].model.width == 160
assert runtime_config.detectors["openvino"].model.width == 512
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_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.dict(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.dict(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.dict(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.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": {}},
}
},
}
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 == 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.dict(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.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"],
},
]
},
"detect": {
"height": 720,
"width": 1280,
"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 == 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"],
},
]
},
"detect": {
"height": 1080,
"width": 1920,
"fps": 5,
},
"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"],
},
]
},
"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"].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.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"],
},
]
},
"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 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"],
},
]
},
"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 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"],
},
]
},
"detect": {
"height": 1080,
"width": 1920,
"fps": 5,
},
"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"],
},
]
},
"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 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"],
},
]
},
"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"].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.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"],
},
]
},
"detect": {
"height": 1080,
"width": 1920,
"fps": 5,
},
"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"],
},
]
},
"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"].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.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"],
},
]
},
"detect": {
"height": 1080,
"width": 1920,
"fps": 5,
},
"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"],
},
]
},
"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"].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: 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
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)