Rename distillation namespace (#38391)

* Rename distillation function

* Rename namespace

* Update changelog

Author: sanchez-alex

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

@@ -6,7 +6,7 @@
   - Added support to select firewall sku to used for provisioning azure firewall when FQDN rules are added in
   AllowOnlyApprovedOutbound mode. FirewallSku options are `Standard` or `Basic`, defaults to `Standard`
   - Update TLS version from 1.0 to 1.2
-  - Added support for Distillation jobs. Can be created by importing `disillation` from `azure.ai.ml.distillation`
+  - Added support for Distillation jobs. Can be created by importing `disillation` from `azure.ai.ml.model_customization`
 ### Bugs Fixed
   - Fix send email notification issue in model monitoring
 

sdk/ml/azure-ai-ml/azure/ai/ml/distillation/__init__.py renamed to sdk/ml/azure-ai-ml/azure/ai/ml/model_customization/__init__.py

@@ -10,7 +10,7 @@
 
 from azure.ai.ml import MLClient
 from azure.ai.ml.constants import AssetTypes, DataGenerationTaskType, DataGenerationType
-from azure.ai.ml.distillation import EndpointRequestSettings, PromptSettings, distillation
+from azure.ai.ml.model_customization import EndpointRequestSettings, PromptSettings, distillation
 from azure.ai.ml.entities import ServerlessConnection
 from azure.ai.ml.entities._inputs_outputs import Input, Output
 from azure.ai.ml.operations._run_history_constants import JobStatus

sdk/ml/azure-ai-ml/azure/ai/ml/distillation/_distillation.py renamed to sdk/ml/azure-ai-ml/azure/ai/ml/model_customization/_distillation.py

@@ -2,7 +2,7 @@
 
 from azure.ai.ml import Input
 from azure.ai.ml.constants import AssetTypes, DataGenerationTaskType, DataGenerationType
-from azure.ai.ml.distillation import distillation
+from azure.ai.ml.model_customization import distillation
 from azure.ai.ml.entities import NoneCredentialConfiguration, ServerlessConnection, WorkspaceConnection
 from azure.ai.ml.entities._job.distillation.distillation_job import DistillationJob
 from azure.ai.ml.entities._job.distillation.endpoint_request_settings import EndpointRequestSettings