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stm32-modelzoo-app

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STM32 AI Experimentation Hub

747451d 6 months ago

2.48 kB

FROM ubuntu:22.04

# Avoid interactive prompts during apt installs (e.g., tzdata).
ARG DEBIAN_FRONTEND=noninteractive
ENV TZ=Etc/UTC

WORKDIR /app

# Install system dependencies and Python 3.12.9
RUN apt-get update && \
    apt-get install -y --no-install-recommends tzdata ca-certificates && \
    ln -snf /usr/share/zoneinfo/$TZ /etc/localtime && echo $TZ > /etc/timezone && \
    dpkg-reconfigure -f noninteractive tzdata && \
    apt-get install -y software-properties-common wget build-essential libgl1-mesa-glx libglib2.0-0 git tar && \
    add-apt-repository ppa:deadsnakes/ppa && \
    apt-get update && \
    apt-get install -y python3.12 python3.12-dev python3.12-venv && \
    wget https://bootstrap.pypa.io/get-pip.py && \
    python3.12 get-pip.py && \
    rm get-pip.py && \
    rm -rf /var/lib/apt/lists/*
# Set python3.12 as default
RUN update-alternatives --install /usr/bin/python python /usr/bin/python3.12 1

ENV PYTHONPATH=/app
ENV GIT_PYTHON_REFRESH=quiet
ENV HUGGINGFACE_HUB_CACHE=/app/hf_cache/hub
ENV MPLCONFIGDIR=/app/mplconfig


# Install Python dependencies
COPY requirements.txt .

# Remove system blinker to avoid pip uninstall error
RUN apt-get update && apt-get remove -y python3-blinker || true

RUN mkdir -p /app/hf_cache/transformers /app/hf_cache/hub /app/mplconfig \
    && chmod -R a+rwx /app/hf_cache /app/mplconfig

# Keep pip tooling current (helps with resolver / wheel selection)
RUN python -m pip install --no-cache-dir --upgrade pip setuptools wheel

# Install remaining Python dependencies
RUN python -m pip install --no-cache-dir -r requirements.txt
RUN python -m pip install --no-cache-dir transformers accelerate safetensors sentencepiece

# Sanity check: fail build early if a dependency is missing
RUN python -c "import torch, timm; print('torch', torch.__version__); print('timm', timm.__version__)"

# Copy all project files into /app
COPY . .
  
# Téléchargement et extraction du dataset flowers
RUN mkdir -p image_classification/datasets && \
    wget http://download.tensorflow.org/example_images/flower_photos.tgz -O image_classification/datasets/flower_photos.tgz && \
    tar --no-same-owner -xf image_classification/datasets/flower_photos.tgz -C image_classification/datasets && \
    rm image_classification/datasets/flower_photos.tgz && \
    chmod -R a+rX image_classification/datasets/flower_photos

# Donne les droits d'écriture à tout /app
RUN chmod -R a+rwx /app

EXPOSE 7860

CMD ["python", "app.py"]


	FROM ubuntu:22.04

	# Avoid interactive prompts during apt installs (e.g., tzdata).
	ARG DEBIAN_FRONTEND=noninteractive
	ENV TZ=Etc/UTC

	WORKDIR /app

	# Install system dependencies and Python 3.12.9
	RUN apt-get update && \
	apt-get install -y --no-install-recommends tzdata ca-certificates && \
	ln -snf /usr/share/zoneinfo/$TZ /etc/localtime && echo $TZ > /etc/timezone && \
	dpkg-reconfigure -f noninteractive tzdata && \
	apt-get install -y software-properties-common wget build-essential libgl1-mesa-glx libglib2.0-0 git tar && \
	add-apt-repository ppa:deadsnakes/ppa && \
	apt-get update && \
	apt-get install -y python3.12 python3.12-dev python3.12-venv && \
	wget https://bootstrap.pypa.io/get-pip.py && \
	python3.12 get-pip.py && \
	rm get-pip.py && \
	rm -rf /var/lib/apt/lists/*
	# Set python3.12 as default
	RUN update-alternatives --install /usr/bin/python python /usr/bin/python3.12 1

	ENV PYTHONPATH=/app
	ENV GIT_PYTHON_REFRESH=quiet
	ENV HUGGINGFACE_HUB_CACHE=/app/hf_cache/hub
	ENV MPLCONFIGDIR=/app/mplconfig


	# Install Python dependencies
	COPY requirements.txt .

	# Remove system blinker to avoid pip uninstall error
	RUN apt-get update && apt-get remove -y python3-blinker \|\| true

	RUN mkdir -p /app/hf_cache/transformers /app/hf_cache/hub /app/mplconfig \
	&& chmod -R a+rwx /app/hf_cache /app/mplconfig

	# Keep pip tooling current (helps with resolver / wheel selection)
	RUN python -m pip install --no-cache-dir --upgrade pip setuptools wheel

	# Install remaining Python dependencies
	RUN python -m pip install --no-cache-dir -r requirements.txt
	RUN python -m pip install --no-cache-dir transformers accelerate safetensors sentencepiece

	# Sanity check: fail build early if a dependency is missing
	RUN python -c "import torch, timm; print('torch', torch.__version__); print('timm', timm.__version__)"

	# Copy all project files into /app
	COPY . .

	# Téléchargement et extraction du dataset flowers
	RUN mkdir -p image_classification/datasets && \
	wget http://download.tensorflow.org/example_images/flower_photos.tgz -O image_classification/datasets/flower_photos.tgz && \
	tar --no-same-owner -xf image_classification/datasets/flower_photos.tgz -C image_classification/datasets && \
	rm image_classification/datasets/flower_photos.tgz && \
	chmod -R a+rX image_classification/datasets/flower_photos

	# Donne les droits d'écriture à tout /app
	RUN chmod -R a+rwx /app

	EXPOSE 7860

	CMD ["python", "app.py"]