environments data labeling

data-labeling

Overview

CPU based environment for AML Data Labeling.

Version: 28

Tags

OS : Ubuntu20.04 Python : 3.9

View in Studio: https://ml.azure.com/registries/azureml/environments/data-labeling/version/28

Docker image: mcr.microsoft.com/azureml/curated/data-labeling:28

Docker build context

Dockerfile

FROM mcr.microsoft.com/azureml/openmpi4.1.0-ubuntu20.04:20240918.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