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Audio-Classifier/backend/Dockerfile
Benoit 5fb56a636f
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2025-12-23 12:03:55 +01:00

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Docker

# Use amd64 platform for better Essentia compatibility, works with emulation on ARM
FROM --platform=linux/amd64 python:3.9-slim
# Install system dependencies
RUN apt-get update && apt-get install -y \
ffmpeg \
libsndfile1 \
libsndfile1-dev \
gcc \
g++ \
gfortran \
libopenblas-dev \
liblapack-dev \
pkg-config \
curl \
build-essential \
libyaml-dev \
libfftw3-dev \
libavcodec-dev \
libavformat-dev \
libavutil-dev \
libswresample-dev \
libsamplerate0-dev \
libtag1-dev \
libchromaprint-dev \
&& rm -rf /var/lib/apt/lists/*
# Set working directory
WORKDIR /app
# Upgrade pip, setuptools, wheel
RUN pip install --no-cache-dir --upgrade pip setuptools wheel
# Copy requirements
COPY requirements.txt .
# Install Python dependencies in stages for better caching
# Using versions compatible with Python 3.9
RUN pip install --no-cache-dir numpy==1.24.3
RUN pip install --no-cache-dir scipy==1.11.4
# Install Essentia-TensorFlow - Python 3.9 AMD64 support
RUN pip install --no-cache-dir essentia-tensorflow
RUN pip install --no-cache-dir -r requirements.txt
# Copy application code
COPY src/ ./src/
COPY alembic.ini .
COPY backend/models/ ./models/
RUN ls -lh /app/models
# Expose port
EXPOSE 8000
# Run migrations and start server
CMD alembic upgrade head && \
uvicorn src.api.main:app --host 0.0.0.0 --port 8000