Dockerfile

# Use Python 3.10.13 as the base image
FROM python:3.10.13-slim

# Set the working directory in the container
WORKDIR /app

# Upgrade pip, install git, MeCab and its dependencies
RUN apt-get update \
    && apt-get install -y git mecab libmecab-dev mecab-ipadic mecab-ipadic-utf8 \
    && pip install --upgrade pip

# Install PyTorch
# Note: Replace the next line with the correct command to install the PyTorch version compatible with your deepspeed version
RUN pip install torch

# Install other dependencies from requirements.txt
COPY requirements.txt /app/
RUN pip install --no-cache-dir -r requirements.txt

# List installed packages for debugging
RUN pip list

# Copy the rest of your application's code
COPY . /app/

# Replace the librosa notation.py with notation.py from your project
COPY notation.py /usr/local/lib/python3.10/site-packages/librosa/core/notation.py
COPY audio.py /usr/local/lib/python3.10/site-packages/librosa/core/audio.py
COPY constantq.py /usr/local/lib/python3.10/site-packages/librosa/core/constantq.py
COPY filters.py /usr/local/lib/python3.10/site-packages/librosa/filters.py
COPY sequence.py /usr/local/lib/python3.10/site-packages/librosa/sequence.py
COPY utils.py /usr/local/lib/python3.10/site-packages/librosa/feature/utils.py
COPY utils/utils.py /usr/local/lib/python3.10/site-packages/librosa/util/utils.py
COPY matching.py /usr/local/lib/python3.10/site-packages/librosa/util/matching.py
COPY spectrum.py /usr/local/lib/python3.10/site-packages/librosa/core/spectrum.py
COPY pitch.py /usr/local/lib/python3.10/site-packages/librosa/core/pitch.py
# RUN cd /tmp && mkdir cache1

ENV NUMBA_CACHE_DIR=/tmp

# Expose the port your app runs on
EXPOSE 7860

# Download UniDic for MeCab
RUN pip install unidic \
    && python -m unidic download

# Set the environment variable for Coqui TTS
ENV COQUI_TOS_AGREED=1

# Apply migrations
RUN python manage.py migrate

# Use Django's built-in server to serve the app
CMD ["python", "manage.py", "runserver", "0.0.0.0:7860"]