Computelocation (#37468)

* fixing sweep job service response parsing issue

* fixing sweep job service response parsing issue

* raising a work around for cmd job and spark job name lowering case

* fixing black issue

* fixing serialization issue in sweep job

* include black fix

* found and fix the issue in compute validation

* fixing a corrupt wokspace arm template

* fixing the failed test case

* updating the date for 1.18.0 release

* removing empty section

* adding in progress version details

* adding IDC code reviewers

* correcting the directory path

* lint fix

* adding change log entry

* addressing review comment

* fixing ut

* addressing api review comment

* adding a fix for subnet validation in compute instance

* my py fix

* fixing autoML serialization issue

* formatting

* moving auto ML job create API to 2024

* mapping compute location to prop.compute_location

Author: achauhan-scc

sdk/ml/azure-ai-ml/CHANGELOG.md

@@ -5,6 +5,10 @@
 ### Features Added
   - Cross subscription storage account support for workspace and feature store. Developer can provide a storage account from another subscription while creating a workspace or storage account.
 
+### Bugs Fixed
+  - #35820 - using compute location attribute to fill compute location to align the experience with UI.
+
+  
 ## 1.20.0 (2024-09-10)
 
 ### Features Added

sdk/ml/azure-ai-ml/azure/ai/ml/entities/_compute/aml_compute.py

@@ -180,7 +180,7 @@ def _load_from_rest(cls, rest_obj: ComputeResource) -> "AmlCompute":
             name=rest_obj.name,
             id=rest_obj.id,
             description=prop.description,
-            location=rest_obj.location,
+            location=prop.compute_location if prop.compute_location else rest_obj.location,
             tags=rest_obj.tags if rest_obj.tags else None,
             provisioning_state=prop.provisioning_state,
             provisioning_errors=(