environments mldesigner - Azure/azureml-assets GitHub Wiki

mldesigner

Overview

CPU based environment for pipelines (ML Designer).

Version: 31

Tags

OS : Ubuntu20.04 Python : 3.9

View in Studio: https://ml.azure.com/registries/azureml/environments/mldesigner/version/31

Docker image: mcr.microsoft.com/azureml/curated/mldesigner:31

Docker build context

Dockerfile

FROM mcr.microsoft.com/azureml/openmpi4.1.0-ubuntu20.04:20241111.v1

WORKDIR /

ENV CONDA_PREFIX=/azureml-envs/mldesigner
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
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