I understand the azure machine learning studio (classic) version using Anaconda distribution but my question is where would the python modules like pandas/tensorflow are installed when using IPython interface of Azure ML. Is this on AML studio itself or in azure blob (AML studio uses blob as backend store)?
1 Answers
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Here is my screenshots for tabs EXPERIMENTS and NOTEBOOKS in Azure Machine Learning Studio (classic), as the figures below.
Fig 1. I created a Excute Python Script module with the code to print the sys.path and the real path of pandas installed.
Fig 2. The View output log page of the code in Fig 1 shows EXPERIMENTS is a runtime of Anaconda on Windows.
Fig 3. I created a notebook named demo and run the same code as Fig 1, the result shows NOTEBOOKS is a runtime of Anaconda on Linux, even the notenooks url is started with notebooks.azure.com.
Fig 4. I used different commands like lsb_release -a, fdisk -l, lsdev, ls /dev, df -a to try to see the Linux version and its disk or partition information, the result shows it's a Ubuntu Linux container.
Other infomation what you want to know, you can try to check by yourself.
