Update release branch

Automated updates made by [assets-release](https://github.com/Azure/azureml-assets/actions/runs/11657350034)

scripts/azureml-assets/CHANGELOG.md

@@ -1,7 +1,10 @@
 ## 1.17.0 (Unreleased)
 ### 🚀 New Features
 
+
+## 1.16.65 (2024-11-04)
 ### 🐛 Bugs Fixed
+- [#3544](https://github.com/Azure/azureml-assets/pull/3544) Fix validate assets for new evaluationresult asset tags
 
 
 ## 1.16.64 (2024-10-31)

scripts/azureml-assets/azureml/assets/config/evaluationresult/tag_values_shared.yaml

@@ -5,7 +5,7 @@ evaluation_type:
   values:
     - text_generation
     - text_embeddings
-    - vision
     - text_cost
     - text_performance
     - text_quality
+    - vision

scripts/azureml-assets/azureml/assets/config/evaluationresult/tag_values_text_cost.yaml

@@ -0,0 +1,6 @@
+# Valid tag values that can be applied to evaluation results whose evaluation_type is `text_cost`.
+index_metric_key:
+  required: True
+  allow_multiple: False
+  values:
+  - total_cost_per_1M_tokens

scripts/azureml-assets/azureml/assets/config/evaluationresult/tag_values_text_performance.yaml

@@ -0,0 +1,6 @@
+# Valid tag values that can be applied to evaluation results whose evaluation_type is `text_performance`.
+index_metric_key:
+  required: True
+  allow_multiple: False
+  values:
+  - throughput_gtps_token_count

scripts/azureml-assets/azureml/assets/config/evaluationresult/tag_values_text_quality.yaml

@@ -0,0 +1,6 @@
+# Valid tag values that can be applied to evaluation results whose evaluation_type is `text_quality`.
+index_metric_key:
+  required: True
+  allow_multiple: False
+  values:
+  - index_metric

scripts/azureml-assets/azureml/assets/validate_assets.py

@@ -1077,12 +1077,17 @@ def validate_assets(input_dirs: List[Path],
                 asset_spec = asset_config._spec._yaml
                 evaluation_type = asset_spec.get('tags', {}).get('evaluation_type', None)
 
-                if evaluation_type == 'text_generation':
-                    error_count += validate_tags(asset_config, 'evaluationresult/tag_values_text_generation.yaml')
-                elif evaluation_type == 'text_embeddings':
-                    error_count += validate_tags(asset_config, 'evaluationresult/tag_values_text_embeddings.yaml')
-                elif evaluation_type == 'vision':
-                    error_count += validate_tags(asset_config, 'evaluationresult/tag_values_vision.yaml')
+                evaluation_tag_files = {
+                    'text_generation': 'evaluationresult/tag_values_text_generation.yaml',
+                    'text_embeddings': 'evaluationresult/tag_values_text_embeddings.yaml',
+                    'vision': 'evaluationresult/tag_values_vision.yaml',
+                    'text_quality': 'evaluationresult/tag_values_text_quality.yaml',
+                    'text_performance': 'evaluationresult/tag_values_text_performance.yaml',
+                    'text_cost': 'evaluationresult/tag_values_text_cost.yaml'
+                }
+
+                if evaluation_type in evaluation_tag_files:
+                    error_count += validate_tags(asset_config, evaluation_tag_files[evaluation_type])
                 else:
                     _log_error(
                         asset_config.file_name_with_path,

scripts/azureml-assets/setup.py

@@ -7,7 +7,7 @@ from setuptools import setup, find_packages
 
 setup(
    name="azureml-assets",
-   version="1.16.64",
+   version="1.16.65",
    description="Utilities for publishing assets to Azure Machine Learning system registries.",
    author="Microsoft Corp",
    packages=find_packages(),