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Nicolas MowenandGitHub
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* Halfway point for fixing data processing * Fix mixin types missing * Cleanup LPR mypy * Cleanup audio mypy * Cleanup bird mypy * Cleanup mypy for custom classification * remove whisper * Fix DB typing * Cleanup events mypy * Clenaup * fix type evaluation * Cleanup * Fix broken imports
66 lines
1.8 KiB
Python
66 lines
1.8 KiB
Python
"""Local or remote processors to handle post processing."""
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import logging
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from abc import ABC, abstractmethod
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from typing import Any
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from frigate.config import FrigateConfig
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from ..types import DataProcessorMetrics, DataProcessorModelRunner, PostProcessDataEnum
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logger = logging.getLogger(__name__)
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class PostProcessorApi(ABC):
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@abstractmethod
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def __init__(
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self,
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config: FrigateConfig,
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metrics: DataProcessorMetrics,
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model_runner: DataProcessorModelRunner | None,
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) -> None:
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self.config = config
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self.metrics = metrics
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self.model_runner = model_runner
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pass
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@abstractmethod
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def process_data(
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self, data: dict[str, Any], data_type: PostProcessDataEnum
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) -> None:
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"""Processes the data of data type.
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Args:
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data (dict): containing data about the input.
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data_type (enum): Describing the data that is being processed.
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Returns:
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None.
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"""
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pass
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@abstractmethod
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def handle_request(
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self, topic: str, request_data: dict[str, Any]
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) -> dict[str, Any] | str | None:
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"""Handle metadata requests.
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Args:
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request_data (dict): containing data about requested change to process.
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Returns:
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None if request was not handled, otherwise return response.
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"""
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pass
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def update_config(self, topic: str, payload: Any) -> None:
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"""Handle a config change notification.
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Called for every config update published under ``config/``.
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Processors should override this to check the topic and act only
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on changes relevant to them. Default is a no-op.
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Args:
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topic: The config topic that changed.
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payload: The updated configuration object.
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"""
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pass
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