environments ai studio dev - Azure/azureml-assets GitHub Wiki
(Public Preview) Environment for Generative AI on Azure containing the Prompt flow SDK with the latest compatible versions of Debian Linux and Python. This environment is part of a preview feature, and subject to the supplemental terms of use for Microsoft Azure Previews.
Version: 3
Preview
View in Studio: https://ml.azure.com/registries/azureml/environments/ai-studio-dev/version/3
Docker image: mcr.microsoft.com/azureml/curated/ai-studio-dev:3
FROM mcr.microsoft.com/devcontainers/python:3.10
WORKDIR /
# needed for build_mlindex
RUN apt update && apt upgrade -y && apt install -y fuse
# Install dependencies
COPY requirements.txt .
RUN pip install -r requirements.txt
# inference server dependencies, it has to be installed after the requirements.txt
RUN pip install azureml-inference-server-http
# Temporary fix version for security patch
RUN pip install -U setuptools>=70.0.0
# Adding this install under root's path for the custom AI Studio container solution
ENV PATH="/home/vscode/.dotnet/tools:${PATH}"
# The instructions run after this for AI CLI are required to be run by the vscode user
WORKDIR /home/vscode
USER vscode
# Install Azure CLI
RUN curl -sL https://aka.ms/InstallAzureCLIDeb | sudo bash
# Install Azure Developer CLI (AZD)
RUN curl -fsSL https://aka.ms/install-azd.sh | bash
# The VS Code dev container base image contains both Python 3.10 and 3.11, with 3.11 taking priority.
# The following is a workaround to set the default Python interpreter to 3.10. This is currently a requirement for the AI CLI, SDK and Prompt flow packages.
RUN mkdir -p /home/vscode/.vscode-server/data/Machine
RUN mkdir -p /home/vscode/.vscode-server-insiders/data/Machine
RUN echo '{ "python.defaultInterpreterPath": "/usr/local/bin/python", "workbench.editorAssociations": { "**/afh/**/README.md": "vscode.markdown.preview.editor" } }' > /home/vscode/.vscode-server/data/Machine/settings.json
RUN echo '{ "python.defaultInterpreterPath": "/usr/local/bin/python", "workbench.editorAssociations": { "**/afh/**/README.md": "vscode.markdown.preview.editor" } }' > /home/vscode/.vscode-server-insiders/data/Machine/settings.json
# Temporary fix for the security issue: remove the old version of package setuptools from the Python container
RUN FILE="/usr/local/lib/python3.10/ensurepip/_bundled/setuptools-65.5.0-py3-none-any.whl"; if [ -f "$FILE" ]; then sudo rm -f "$FILE"; fi
RUN FILE="/opt/az/lib/python3.11/ensurepip/_bundled/setuptools-65.5.0-py3-none-any.whl"; if [ -f "$FILE" ]; then sudo rm -f "$FILE"; fi
RUN DIR="/usr/local/py-utils/shared/lib/python3.10/site-packages/setuptools-65.5.0.dist-info"; if [ -d "$DIR" ]; then sudo rm -rf "$DIR"; fi
RUN DIR="/usr/local/py-utils/venvs/black"; if [ -d "$DIR" ]; then sudo rm -rf "$DIR"; fi