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blakeblackshear.frigate/frigate/test/test_config.py
Blake Blackshear 288b1a0562 remove nested enabled config setting on events
2021-09-08 08:02:26 -05:00

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