environments data labeling - Azure/azureml-assets GitHub Wiki
CPU based environment for AML Data Labeling.
Version: 31
OS : Ubuntu20.04
Python : 3.9
View in Studio: https://ml.azure.com/registries/azureml/environments/data-labeling/version/31
Docker image: mcr.microsoft.com/azureml/curated/data-labeling:31
FROM mcr.microsoft.com/azureml/openmpi4.1.0-ubuntu20.04:20241215.v1
WORKDIR /
ENV CONDA_PREFIX=/azureml-envs/data-labeling
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
RUN apt-get update && apt-get install -y --no-install-recommends \
libcairo2-dev \
pkg-config \
python3-dev && \
apt-get clean -y && \
rm -rf /var/lib/apt/lists/* && \
rm -rf /usr/share/man/*
# 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