Azure ML Python SDK安装问题

Question

• 环境：Windows 10 64位

• 问题：可以成功安装azureml-core、azureml-widgets、azureml-mlflow和1.35.0版本。但是，当我试图用以下命令安装azureml-pipeline包时

  pip install azureml-pipeline

  它将删除azureml-core的所有当前1.35.0版本，并替换为旧版本1.0.85，如图所示

...
  Attempting uninstall: ruamel.yaml
    Found existing installation: ruamel.yaml 0.17.16
    Uninstalling ruamel.yaml-0.17.16:
      Successfully uninstalled ruamel.yaml-0.17.16
  Attempting uninstall: azure-mgmt-resource
    Found existing installation: azure-mgmt-resource 13.0.0
    Uninstalling azure-mgmt-resource-13.0.0:
      Successfully uninstalled azure-mgmt-resource-13.0.0
  Attempting uninstall: azureml-core
    Found existing installation: azureml-core 1.35.0
    Uninstalling azureml-core-1.35.0:
      Successfully uninstalled azureml-core-1.35.0
  Attempting uninstall: azureml-pipeline-core
    Found existing installation: azureml-pipeline-core 1.35.0
    Uninstalling azureml-pipeline-core-1.35.0:
      Successfully uninstalled azureml-pipeline-core-1.35.0
Successfully installed azure-mgmt-resource-8.0.1 azureml-core-1.0.8585 azureml-telemetry-1.0.85.2 azureml-train-core-1.0.85

此外，我检查了azureml-pipeline版本，并且有1.35.0，如图所示

azureml-pipeline (1.35.0)
Available versions: 1.35.0, 1.34.0, 1.33.0, 1.32.0, 1.31.0, 1.30.0, 1.29.0, 1.28.0, 1.27.0, 1.26.0, 1.25.0, 1.24.0, 1.23.0, 1.22.0, 1.21.0, 1.20.0, 1.19.0, 1.18.0, 1.17.0, 1.16.0, 1.15.0, 1.14.0, 1.13.0, 1.12.0, 1.11.0, 1.10.0, 1.9.0, 1.8.0, 1.7.0, 1.6.0, 1.5.0, 1.4.0, 1.3.0, 1.2.0, 1.1.5, 1.0.85, 1.0.83, 1.0.81, 1.0.79, 1.0.76, 1.0.74, 1.0.72, 1.0.69, 1.0.65, 1.0.62, 1.0.60, 1.0.57, 1.0.55, 1.0.53, 1.0.48, 1.0.45, 1.0.43, 1.0.41, 1.0.39, 1.0.33, 1.0.30, 1.0.23, 1.0.21, 1.0.18, 1.0.17, 1.0.15, 1.0.10, 1.0.8, 1.0.6, 1.0.2, 0.1.80, 0.1.74, 0.1.68, 0.1.65, 0.1.59, 0.1.58, 0.1.57

如果我指定as的版本

pip install azureml-pipeline==1.35.0

它显示错误，如图所示：

Requirement already satisfied: azureml-core~=1.35.0 in c:\essential_software\anaconda3\envs\pytorch-env\lib\site-packages (from azureml-pipeline-core~=1.35.0->azureml-pipeline==1.35.0) (1.35.0)
INFO: pip is looking at multiple versions of <Python from Requires-Python> to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of azureml-pipeline-core to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of azureml-pipeline to determine which version is compatible with other requirements. This could take a while.
ERROR: Could not find a version that satisfies the requirement azureml-train-automl-client~=1.35.0 (from azureml-pipeline-steps) (from versions: 1.0rc83, 1.0rc85, 1.0.76, 1.0.79, 1.0.81, 1.0.81.1, 1.0.83, 1.0.85, 1.0.85.1, 1.0.85.2, 1.0.85.3, 1.0.85.4, 1.1.0rc0, 1.1.1rc0, 1.1.2rc0, 1.1.5, 1.1.5.1, 1.1.5.2, 1.2.0, 1.3.0, 1.4.0, 1.5.0, 
1.5.0.post1, 1.6.0, 1.6.0.post1, 1.7.0, 1.7.0.post1, 1.8.0, 1.9.0, 1.9.0.post1, 1.10.0, 1.11.0, 1.11.0.post1, 1.12.0, 1.12.0.post1, 1.12.0.post2, 1.13.0, 1.13.0.post1, 
1.13.0.post2, 1.14.0, 1.14.0.post1, 1.15.0, 1.15.0.post1, 1.16.0, 1.17.0, 1.18.0)
ERROR: No matching distribution found for azureml-train-automl-client~=1.35.0

• 复制问题：

  pip install azureml-core
pip install azureml-pipeline

Answer 1

谢谢你。将您的建议发布为帮助其他社区成员的答案

My current python version 3.9.5 does not support the azureml-pipeline. When I downgrade the python to <= 3.8.12, I can install everything without any problem

你可以参考support all current Python versions、azureml-core compatibility with python3.9和Unable to install azureml-sdk with pip (Python 3.9 support)