environments python sdk v2

python-sdk-v2

Overview

Environment containing Azure SDK for Python v2

Version: 16

Tags

Preview

View in Studio: https://ml.azure.com/registries/azureml/environments/python-sdk-v2/version/16

Docker image: mcr.microsoft.com/azureml/curated/python-sdk-v2:16

Docker build context

Dockerfile

FROM mcr.microsoft.com/azureml/openmpi4.1.0-ubuntu20.04:20240510.v1

RUN apt-get update -y && apt-get install cpio less libglib2.0-0 libglib2.0-data util-linux binutils libnghttp2-14 libssh-4 libsqlite3-0 libpam-modules linux-libc-dev libldap-common libldap-2.4-2 libc-bin libc-dev-bin libc6 libc6-dev libcurl3-gnutls libgnutls30 tar openssh-server openssh-client openssl curl -y

WORKDIR /

ENV CONDA_PREFIX=/azureml-envs/python-sdk-v2
ENV CONDA_DEFAULT_ENV=$CONDA_PREFIX
ENV PATH=$CONDA_PREFIX/bin:$PATH

# This is needed for mpi to locate libpython
ENV LD_LIBRARY_PATH=$CONDA_PREFIX/lib:$LD_LIBRARY_PATH

# Create conda environment
COPY conda_dependencies.yaml .
RUN conda env create -p $CONDA_PREFIX -f conda_dependencies.yaml -q && \
    rm conda_dependencies.yaml && \
    conda run -p $CONDA_PREFIX pip cache purge && \
    conda clean -a -y

## Vulnerability fix
RUN pip install tqdm