asus
5c7c122105
This commit includes major additions and updates to the frontend and backend architectures, introducing new dataset management, live counting features, batch processing, and triage logic. Includes new UI pages, components, and API routes.
44 lines
1.7 KiB
Docker
44 lines
1.7 KiB
Docker
FROM python:3.12-slim
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ENV PYTHONUNBUFFERED=1 \
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UV_SYSTEM_PYTHON=1 \
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APP_DATA_DIR=/data \
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VIDEO_ARCHIVE=/videos
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# ffmpeg does the trimming and frame extraction; libgl1/libglib2.0-0 are what
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# OpenCV needs once ultralytics pulls in the non-headless build.
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RUN apt-get update && apt-get install -y --no-install-recommends \
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ffmpeg libgl1 libglib2.0-0 \
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&& rm -rf /var/lib/apt/lists/*
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# uv comes from PyPI rather than `COPY --from=ghcr.io/astral-sh/uv`: pulling it
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# from a second registry made every build fail whenever ghcr.io was unreachable,
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# even with all the dependency layers already cached. This is the only pip call
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# in the project — bootstrapping the tool that installs everything else.
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RUN pip install --no-cache-dir uv
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WORKDIR /app
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# Dependencies first so code edits don't re-download ~3 GB of CUDA wheels.
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COPY requirements.txt ./
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RUN uv pip install -r requirements.txt
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# The vendored SAM3 declares timm/ftfy/regex/tqdm itself, so this install keeps
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# its dependencies (unlike einops + pycocotools, which it needs but never
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# declares — those are pinned in requirements.txt).
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COPY sam3/ ./sam3/
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RUN uv pip install -e ./sam3
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# The counting pipeline (tracker, stabiliser, line counter) lives in
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# algoritma-batch and imports itself as `src.*`. Copied to /app/src so those
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# imports resolve unchanged rather than being duplicated into backend/.
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COPY algoritma-batch/src/ ./src/
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# tracking.py resolves its ByteTrack tuning as ../cfg/tracker.yaml relative to
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# src/, so the two directories have to keep that shape inside the image.
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COPY algoritma-batch/cfg/ ./cfg/
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COPY backend/ ./backend/
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EXPOSE 8000
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CMD ["uvicorn", "backend.main:app", "--host", "0.0.0.0", "--port", "8000"]
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