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Build out generic API for post processing
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frigate/data_processors/post/api.py
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45
frigate/data_processors/post/api.py
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"""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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import numpy as np
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from frigate.config import FrigateConfig
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from ..types import DataProcessorMetrics, 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__(self, config: FrigateConfig, metrics: DataProcessorMetrics) -> None:
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self.config = config
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self.metrics = metrics
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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(self, request_data: dict[str, any]) -> dict[str, any] | 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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@ -1,3 +1,5 @@
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"""Local only processors for handling real time object processing."""
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import logging
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from abc import ABC, abstractmethod
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@ -1,6 +1,7 @@
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"""Embeddings types."""
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import multiprocessing as mp
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from enum import Enum
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from multiprocessing.sharedctypes import Synchronized
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@ -15,3 +16,9 @@ class DataProcessorMetrics:
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self.text_embeddings_sps = mp.Value("d", 0.01)
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self.face_rec_fps = mp.Value("d", 0.01)
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self.alpr_pps = mp.Value("d", 0.01)
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class PostProcessDataEnum(str, Enum):
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recording = "recording"
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review = "review"
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tracked_object = "tracked_object"
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