How can I save Python environment in Azure Custom image

Shuangbei Qian 1

I found Python package won't be save in generalized image, like numpy, torch, which I installed with pip. but after I create image, these package was deleted.
I also specify the install path to /usr/lib/python3/dist-package, but still not work.
I try to generate specialized image, but this image can't be used in batch service and can't be used in batch pool.
How can I save these installed python package in generalized image?

Thanks

KarishmaTiwari-MSFT 18,352 Reputation points Microsoft Employee

2021-06-19T00:01:05.683+00:00

Can you please share the whole scenario so that we can help you better, which Azure services are you using - Azure Batch, Azure VM? Let me know. Thanks.
KarishmaTiwari-MSFT 18,352 Reputation points Microsoft Employee

2021-06-23T22:50:49.287+00:00

@Shuangbei Qian Is there an update?
Shuangbei Qian 1 Reputation point

2021-06-30T03:00:07.493+00:00

Sorry for late response.

I'm using Azure batch, I want to create Batch pool with custom image. so I firstly create a VM and install all python dependency with pip install. then I create a snapshot and image gallery. but when I create pool with this image, I find these python dependency didn't exist. how can i do?

Thanks