blakeblackshear.frigate/frigate/data_processing/real_time/api.py
Martin Weinelt 4d4d54d030
Fix various typing issues (#18187)
* Fix the `Any` typing hint treewide

There has been confusion between the Any type[1] and the any function[2]
in typing hints.

[1] https://docs.python.org/3/library/typing.html#typing.Any
[2] https://docs.python.org/3/library/functions.html#any

* Fix typing for various frame_shape members

Frame shapes are most likely defined by height and width, so a single int
cannot express that.

* Wrap gpu stats functions in Optional[]

These can return `None`, so they need to be `Type | None`, which is what
`Optional` expresses very nicely.

* Fix return type in get_latest_segment_datetime

Returns a datetime object, not an integer.

* Make the return type of FrameManager.write optional

This is necessary since the SharedMemoryFrameManager.write function can
return None.

* Fix total_seconds() return type in get_tz_modifiers

The function returns a float, not an int.

https://docs.python.org/3/library/datetime.html#datetime.timedelta.total_seconds

* Account for floating point results in to_relative_box

Because the function uses division the return types may either be int or
float.

* Resolve ruff deprecation warning

The config has been split into formatter and linter, and the global
options are deprecated.
2025-05-13 08:27:20 -06:00

64 lines
1.6 KiB
Python

"""Local only processors for handling real time object processing."""
import logging
from abc import ABC, abstractmethod
from typing import Any
import numpy as np
from frigate.config import FrigateConfig
from ..types import DataProcessorMetrics
logger = logging.getLogger(__name__)
class RealTimeProcessorApi(ABC):
@abstractmethod
def __init__(
self,
config: FrigateConfig,
metrics: DataProcessorMetrics,
) -> None:
self.config = config
self.metrics = metrics
pass
@abstractmethod
def process_frame(self, obj_data: dict[str, Any], frame: np.ndarray) -> None:
"""Processes the frame with object data.
Args:
obj_data (dict): containing data about focused object in frame.
frame (ndarray): full yuv frame.
Returns:
None.
"""
pass
@abstractmethod
def handle_request(
self, topic: str, request_data: dict[str, Any]
) -> dict[str, Any] | None:
"""Handle metadata requests.
Args:
topic (str): topic that dictates what work is requested.
request_data (dict): containing data about requested change to process.
Returns:
None if request was not handled, otherwise return response.
"""
pass
@abstractmethod
def expire_object(self, object_id: str, camera: str) -> None:
"""Handle objects that are no longer detected.
Args:
object_id (str): id of object that is no longer detected.
camera (str): name of camera that object was detected on.
Returns:
None.
"""
pass