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Browse files- Dockerfile +21 -8
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CHANGED
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@@ -4,7 +4,8 @@ FROM python:3.9-slim
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# Set environment variables for Python and Numba
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ENV PYTHONDONTWRITEBYTECODE=1 \
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PYTHONUNBUFFERED=1 \
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NUMBA_DISABLE_JIT=1
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NUMBA_CACHE_DIR=/tmp/numba_cache
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# Set the working directory
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@@ -14,6 +15,7 @@ WORKDIR /app
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COPY requirements.txt /app/
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# Install build dependencies
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RUN apt-get update && \
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apt-get install -y --no-install-recommends \
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llvm \
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@@ -27,16 +29,28 @@ RUN apt-get update && \
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libxrender1 \
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libglib2.0-0 \
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ffmpeg \
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&& rm -rf /var/lib/apt/lists/*
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# Set LLVM_CONFIG before building llvmlite (if needed)
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#
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RUN pip install --no-cache-dir
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# Install Python dependencies
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RUN pip install --no-cache-dir -r requirements.txt
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# Copy the rest of the application
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@@ -57,5 +71,4 @@ ENV FLASK_APP=app.py \
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FLASK_ENV=production
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# Start the application with Gunicorn
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CMD ["gunicorn", "--bind", "0.0.0.0:7860", "app:app"]
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# Set environment variables for Python and Numba
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ENV PYTHONDONTWRITEBYTECODE=1 \
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PYTHONUNBUFFERED=1 \
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# Remove NUMBA_DISABLE_JIT=1 here. We want Numba to work if versions are compatible.
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# NUMBA_DISABLE_JIT=1 \
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NUMBA_CACHE_DIR=/tmp/numba_cache
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# Set the working directory
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COPY requirements.txt /app/
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# Install build dependencies
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# Keep these as they are essential for various Python packages including those with C extensions
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RUN apt-get update && \
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apt-get install -y --no-install-recommends \
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llvm \
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libxrender1 \
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libglib2.0-0 \
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ffmpeg \
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# Ensure you have these for audio processing if they are not covered by librosa's dependencies
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libsndfile1 \
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libsndfile1-dev \
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&& rm -rf /var/lib/apt/lists/*
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# Set LLVM_CONFIG before building llvmlite (if needed) - crucial for older numba/llvmlite
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# For numba 0.48.0, often llvm-config-8 or llvm-config-9 is needed.
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# Let's try llvm-config-9, as Python 3.9 is relatively new for 0.48.0, but it often works.
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# If this fails, try installing llvm-9-dev and setting LLVM_CONFIG=/usr/bin/llvm-config-9
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ENV LLVM_CONFIG=/usr/bin/llvm-config
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# Explicitly install compatible versions of core audio/Numba stack
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# Order matters: numpy -> llvmlite -> numba -> resampy -> librosa
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RUN pip install --no-cache-dir \
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numpy==1.22.4 \
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llvmlite==0.35.0 \
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numba==0.48.0 \
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resampy==0.2.2 \
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librosa==0.8.1 # librosa 0.8.1 is often good with resampy 0.2.2
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# Install other Python dependencies from requirements.txt
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# This will pick up all other packages, assuming they don't conflict with the explicitly installed ones.
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RUN pip install --no-cache-dir -r requirements.txt
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# Copy the rest of the application
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FLASK_ENV=production
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# Start the application with Gunicorn
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CMD ["gunicorn", "--bind", "0.0.0.0:7860", "app:app"]
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