PythonScriptStep中的日志度量

Question

在我的Azure ML管道中，有一个PythonScriptStep正在处理一些数据。我需要访问Azure ML Logger来跟踪步骤中的指标，因此我尝试导入get_azureml_Logger，但这太失败了。我不确定需要通过pip安装什么依赖项

from azureml.logging import get_azureml_logger

ModuleNotFoundError: No module named 'azureml.logging'

我遇到了一个类似的post，但它涉及Azure笔记本。不管怎样，我尝试将该blob添加到我的pip依赖项中，但由于一个Auth错误而失败

Collecting azureml.logging==1.0.79 [91m  ERROR: HTTP error 403 while getting
https://azuremldownloads.blob.core.windows.net/wheels/latest/azureml.logging-1.0.79-py3-none-any.whl?sv=2016-05-31&si=ro-2017&sr=c&sig=xnUdTm0B%2F%2FfknhTaRInBXyu2QTTt8wA3OsXwGVgU%2BJk%3D
[0m91m  ERROR: Could not install requirement azureml.logging==1.0.79 from
https://azuremldownloads.blob.core.windows.net/wheels/latest/azureml.logging-1.0.79-py3-none-any.whl?sv=2016-05-31&si=ro-2017&sr=c&sig=xnUdTm0B%2F%2FfknhTaRInBXyu2QTTt8wA3OsXwGVgU%2BJk%3D
(from -r /azureml-environment-setup/condaenv.g4q7suee.requirements.txt
(line 3)) because of error 403 Client Error:
Server failed to authenticate the request. Make sure the value of Authorization header is formed correctly including the signature. for url:
https://azuremldownloads.blob.core.windows.net/wheels/latest/azureml.logging-1.0.79-py3-none-any.whl?sv=2016-05-31&si=ro-2017&sr=c&sig=xnUdTm0B%2F%2FfknhTaRInBXyu2QTTt8wA3OsXwGVgU%2BJk%3D

我不确定如何继续，我需要做的就是在步骤中记录度量

Answer 1

查看ScriptRunConfig Section of the Monitor Azure ML experiment runs and metricsScriptRunConfig的工作原理与PythonScriptStep的工作原理相同

习惯用法通常是在PythonScriptStep的脚本中包含以下内容：

from azureml.core.run import Run
run = Run.get_context()
run.log('foo_score', "bar")

旁注：您不需要更改环境依赖项就可以使用它，因为PythonScriptStep已作为依赖项自动安装了azureml-defaults