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+ # Sandbox base image
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+ FROM zenmldocker/zenml-sandbox:latest
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+
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+ # Install uv from official distroless image
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+ COPY --from=ghcr.io/astral-sh/uv:latest /uv /uvx /bin/
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+
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+ # Set uv environment variables for optimization
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+ ENV UV_SYSTEM_PYTHON=1
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+ ENV UV_COMPILE_BYTECODE=1
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+
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+ # Project metadata
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+ LABEL project_name="sign-language-detection-yolov5"
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+ LABEL project_version="0.1.0"
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+
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+ # Install dependencies with uv and cache optimization
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+ RUN --mount=type=cache,target=/root/.cache/uv \
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+ uv pip install --system \
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+ "zenml>=0.73.0" \
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+ "roboflow==0.2.18" \
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+ "albumentations==1.3.0" \
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+ "albumentations[imgaug]" \
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+ "itsdangerous>=2.2" \
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+ "Werkzeug>=3.1" \
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+ "bentoml==1.3.5" \
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+ "torch==2.0.1" \
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+ "numpy==1.26.4" \
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+ "yolov5==7.0.10"
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+
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+ # Set workspace directory
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+ WORKDIR /workspace
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+
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+ # Clone only the project directory and reorganize
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+ RUN git clone --depth 1 https://github.com/zenml-io/zenml-projects.git /tmp/zenml-projects && \
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+ cp -r /tmp/zenml-projects/sign-language-detection-yolov5/* /workspace/ && \
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+ rm -rf /tmp/zenml-projects
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+
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+ # VSCode settings
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+ RUN mkdir -p /workspace/.vscode && \
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+ printf '{\n "workbench.colorTheme": "Default Dark Modern"\n}' > /workspace/.vscode/settings.json
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+
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