Initial release: DictIA v0.8.14-alpha (fork de Speakr, AGPL-3.0)
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###############################################################################
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# Stage 1: Builder — install Python deps and download vendor assets
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###############################################################################
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FROM python:3.11-slim AS builder
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ARG PRODUCTION=0
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ARG LIGHTWEIGHT=1
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WORKDIR /app
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# gcc is needed to compile C extensions during pip install
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RUN apt-get update && apt-get install -y --no-install-recommends gcc \
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&& rm -rf /var/lib/apt/lists/*
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# Install Python dependencies
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COPY requirements.txt requirements-embeddings.txt constraints.txt ./
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RUN pip install --no-cache-dir --prefix=/install -c constraints.txt -r requirements.txt && \
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if [ "$LIGHTWEIGHT" = "0" ]; then \
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pip install --no-cache-dir --prefix=/install -c constraints.txt -r requirements-embeddings.txt; \
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fi
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# Download vendor assets (JS/CSS/fonts)
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RUN mkdir -p /app/static/vendor
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COPY scripts/download_offline_deps.py scripts/
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RUN pip install --no-cache-dir requests && \
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PRODUCTION=${PRODUCTION} python scripts/download_offline_deps.py && \
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echo "✓ Vendor dependencies downloaded successfully"
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###############################################################################
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# Stage 2: FFmpeg — download static binaries (much smaller than apt ffmpeg)
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###############################################################################
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FROM python:3.11-slim AS ffmpeg-stage
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RUN apt-get update && apt-get install -y --no-install-recommends wget xz-utils \
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&& rm -rf /var/lib/apt/lists/* \
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&& ARCH=$(dpkg --print-architecture) \
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&& wget -q https://johnvansickle.com/ffmpeg/releases/ffmpeg-release-${ARCH}-static.tar.xz -O /tmp/ff.tar.xz \
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&& mkdir -p /tmp/ffmpeg-dir \
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&& tar xf /tmp/ff.tar.xz -C /tmp/ffmpeg-dir --strip-components=1 \
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&& mv /tmp/ffmpeg-dir/ffmpeg /usr/local/bin/ffmpeg \
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&& mv /tmp/ffmpeg-dir/ffprobe /usr/local/bin/ffprobe \
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&& chmod +x /usr/local/bin/ffmpeg /usr/local/bin/ffprobe \
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&& rm -rf /tmp/ff.tar.xz /tmp/ffmpeg-dir
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###############################################################################
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# Stage 3: Runtime — lean final image with only what's needed
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###############################################################################
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FROM python:3.11-slim
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WORKDIR /app
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# Copy static ffmpeg binaries (~150MB vs ~450MB from apt)
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COPY --from=ffmpeg-stage /usr/local/bin/ffmpeg /usr/local/bin/ffmpeg
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COPY --from=ffmpeg-stage /usr/local/bin/ffprobe /usr/local/bin/ffprobe
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# Copy installed Python packages from builder
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COPY --from=builder /install /usr/local
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# Copy downloaded vendor assets from builder
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COPY --from=builder /app/static/vendor /app/static/vendor
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# Copy application code
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COPY . .
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# Create necessary directories
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RUN mkdir -p /data/uploads /data/instance && chmod 755 /data/uploads /data/instance
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# Set environment variables
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ENV FLASK_APP=src/app.py
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ENV SQLALCHEMY_DATABASE_URI=sqlite:////data/instance/transcriptions.db
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ENV UPLOAD_FOLDER=/data/uploads
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ENV PYTHONPATH=/app
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ENV HF_HOME=/data/instance/huggingface
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# Add entrypoint script
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COPY scripts/docker-entrypoint.sh /usr/local/bin/
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RUN chmod +x /usr/local/bin/docker-entrypoint.sh
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EXPOSE 8899
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ENTRYPOINT ["docker-entrypoint.sh"]
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CMD ["gunicorn", "--workers", "3", "--bind", "0.0.0.0:8899", "--timeout", "600", "src.app:app"]
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