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Shared schemas, pure functions, and contracts for Heimdex media pipelines

Project description

heimdex-media-contracts

Shared schemas, pure functions, and contracts for Heimdex media pipelines.

This package is intentionally dependency-light — it depends only on pydantic and the Python standard library. It must never import heavy ML/media libraries such as cv2, torch, whisper, insightface, pyannote, onnxruntime, or ffmpeg.

Modules

Module Contents
heimdex_media_contracts.faces.schemas Pydantic models for face presence responses
heimdex_media_contracts.faces.sampling Pure timestamp sampling math (no file I/O)
heimdex_media_contracts.speech.schemas Dataclass models for speech segment pipelines
heimdex_media_contracts.speech.tagger Keyword-based segment tagger (pure string matching)
heimdex_media_contracts.speech.ranker Segment importance ranker (pure computation)

Usage

from heimdex_media_contracts.faces.schemas import FacePresenceResponse
from heimdex_media_contracts.faces.sampling import sample_timestamps
from heimdex_media_contracts.speech.tagger import SpeechTagger

Running tests

cd heimdex-media-contracts
pip install -e ".[dev]"
python -m pytest -q

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