| FROM python:3.10-slim |
| LABEL python_version=python3.10 |
|
|
| RUN apt-get update && apt-get install -y \ |
| build-essential \ |
| curl \ |
| wget \ |
| software-properties-common \ |
| git \ |
| && rm -rf /var/lib/apt/lists/* |
|
|
| RUN useradd -m -u 1000 user |
| USER user |
| ENV HOME=/home/user |
| ENV PATH=/home/user/.local/bin:$PATH |
|
|
| WORKDIR $HOME/app |
| |
|
|
| |
| ENV POETRY_NO_INTERACTION=1 |
| ENV POETRY_HOME=$HOME/opt/env |
| ENV POETRY_CACHE_DIR=$HOME/opt/.cache |
| |
| ENV POETRY_VIRTUALENVS_IN_PROJECT=1 |
|
|
| RUN python3 -m venv $POETRY_HOME |
| RUN $POETRY_HOME/bin/pip install -U pip setuptools |
| RUN $POETRY_HOME/bin/pip install poetry==1.8.3 |
|
|
| ENV PATH=$PATH:$POETRY_HOME/bin |
|
|
| COPY --chown=user pyproject.toml poetry.lock $HOME/app/ |
|
|
| |
| RUN poetry install --without dev --no-root |
|
|
| ENV PATH=$HOME/app/.venv/bin:$PATH |
| ENV PYTHONPATH=. |
|
|
| |
| RUN mkdir -p ~/.cache/torch/checkpoints |
| RUN wget https://github.com/timesler/facenet-pytorch/releases/download/v2.2.9/20180402-114759-vggface2.pt -O ~/.cache/torch/checkpoints/20180402-114759-vggface2.pt |
|
|
| COPY --chown=user . $HOME/app/ |
|
|
| |
| RUN wget https://huggingface.co/datasets/lajota13/lfw_facenet_embeddings/resolve/main/lfw_season_embeddings_train.parquet -O data/lfw_season_embeddings_train.parquet |
|
|
| |
| RUN wget https://huggingface.co/datasets/lajota13/lfw_facenet_embeddings/resolve/main/classifier_weights_v1.pt -O data/classifier_weights_v1.pt |
|
|
| HEALTHCHECK CMD curl --fail http://localhost:$PORT/_stcore/health |
|
|
| SHELL ["/bin/bash", "-c"] |
|
|
| ENTRYPOINT streamlit run seasonal_color_analysis/fe.py --server.port=$PORT --server.address=0.0.0.0 --server.enableXsrfProtection false |
