Users/singankit/fix remote extra requirement (Azure#38550)

* Update _evaluate.py

* Update setup.py

* Update dev_requirements.txt

* Update CHANGELOG.md

* Update CHANGELOG.md

* Update CHANGELOG.md

Author: singankit

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

@@ -1,14 +1,10 @@
 # Release History
 
-## 1.1.0 (Unreleased)
-
-### Features Added
-
-### Breaking Changes
+## 1.0.1 (Unreleased)
 
 ### Bugs Fixed
-
-### Other Changes
+- Fixed `[remote]` extra to be needed only when tracking results in Azure AI Studio.
+- Removing `azure-ai-inference` as dependency.
 
 ## 1.0.0 (2024-11-13)
 
@@ -222,4 +218,4 @@ If `api_key` is not included in the `model_config`, the prompty runtime in `prom
 
 - First preview
 - This package is port of `promptflow-evals`. New features will be added only to this package moving forward.
-- Added a `TypedDict` for `AzureAIProject` that allows for better intellisense and type checking when passing in project information
+- Added a `TypedDict` for `AzureAIProject` that allows for better intellisense and type checking when passing in project information

sdk/evaluation/azure-ai-evaluation/azure/ai/evaluation/_evaluate/_evaluate.py

@@ -810,13 +810,15 @@ def eval_batch_run(
     # Since tracing is disabled, pass None for target_run so a dummy evaluation run will be created each time.
     target_run = None
     trace_destination = _trace_destination_from_project_scope(azure_ai_project) if azure_ai_project else None
-    studio_url = _log_metrics_and_instance_results(
-        metrics,
-        result_df,
-        trace_destination,
-        target_run,
-        evaluation_name,
-    )
+    studio_url = None
+    if trace_destination:
+        studio_url = _log_metrics_and_instance_results(
+            metrics,
+            result_df,
+            trace_destination,
+            target_run,
+            evaluation_name,
+        )
 
     result_df_dict = result_df.to_dict("records")
     result: EvaluationResult = {"rows": result_df_dict, "metrics": metrics, "studio_url": studio_url}  # type: ignore

sdk/evaluation/azure-ai-evaluation/azure/ai/evaluation/_version.py

@@ -2,4 +2,4 @@
 # Copyright (c) Microsoft Corporation. All rights reserved.
 # ---------------------------------------------------------
 
-VERSION = "1.1.0"
+VERSION = "1.0.1"

sdk/evaluation/azure-ai-evaluation/dev_requirements.txt

@@ -6,4 +6,5 @@ pytest-asyncio
 pytest-cov
 pytest-mock
 pytest-xdist
+azure-ai-inference>=1.0.0b4
 -e ../azure-ai-evaluation[remote]

sdk/evaluation/azure-ai-evaluation/setup.py

@@ -76,7 +76,6 @@
     extras_require={
         "remote": [
             "promptflow-azure<2.0.0,>=1.15.0",
-            "azure-ai-inference>=1.0.0b4",
         ],
     },
     project_urls={