Fix missing key in featureimportance dictionary (#4116)

ricardrao · web-flow · commit 6b45635db43f · 2025-04-23T13:55:35.000+08:00
* Fix missing key in featureimportance dictionary

* upgrade azure-ai-ml version

* fix
diff --git a/assets/model_monitoring/components/data_drift/data_drift_compute_metrics/spec.yaml b/assets/model_monitoring/components/data_drift/data_drift_compute_metrics/spec.yaml
@@ -64,7 +64,7 @@ conf:
     dependencies:
       - pip:
         - azure-storage-file-datalake~=12.11.0
-        - azure-ai-ml~=1.23.1
+        - azure-ai-ml~=1.26.3
         - azureml-mlflow~=1.59.0
         - mltable~=1.6.1
         - azureml-fsspec~=1.3.1
diff --git a/assets/model_monitoring/components/data_quality/data_quality_compute_metrics/spec.yaml b/assets/model_monitoring/components/data_quality/data_quality_compute_metrics/spec.yaml
@@ -54,7 +54,7 @@ conf:
     dependencies:
       - pip:
         - azure-storage-file-datalake~=12.11.0
-        - azure-ai-ml~=1.23.1
+        - azure-ai-ml~=1.26.3
         - azureml-mlflow~=1.59.0
         - mltable~=1.6.1
         - azureml-fsspec~=1.3.1
diff --git a/assets/model_monitoring/components/data_quality/data_quality_metrics_joiner/spec.yaml b/assets/model_monitoring/components/data_quality/data_quality_metrics_joiner/spec.yaml
@@ -43,7 +43,7 @@ conf:
     dependencies:
       - pip:
         - azure-storage-file-datalake~=12.11.0
-        - azure-ai-ml~=1.23.1
+        - azure-ai-ml~=1.26.3
         - azureml-mlflow~=1.59.0
         - mltable~=1.6.1
         - azureml-fsspec~=1.3.1
diff --git a/assets/model_monitoring/components/data_quality/data_quality_statistics/spec.yaml b/assets/model_monitoring/components/data_quality/data_quality_statistics/spec.yaml
@@ -42,7 +42,7 @@ conf:
     dependencies:
       - pip:
         - azure-storage-file-datalake~=12.11.0
-        - azure-ai-ml~=1.23.1
+        - azure-ai-ml~=1.26.3
         - azureml-mlflow~=1.59.0
         - mltable~=1.6.1
         - azureml-fsspec~=1.3.1
diff --git a/assets/model_monitoring/components/feature_attribution_drift/feature_attribution_drift_compute_metrics/spec.yaml b/assets/model_monitoring/components/feature_attribution_drift/feature_attribution_drift_compute_metrics/spec.yaml
@@ -41,7 +41,7 @@ conf:
     dependencies:
     - pip:
         - azure-storage-file-datalake~=12.11.0
-        - azure-ai-ml~=1.23.1
+        - azure-ai-ml~=1.26.3
         - mltable~=1.6.1
         - azureml-fsspec~=1.3.1
         - fsspec~=2023.4.0
diff --git a/assets/model_monitoring/components/feature_attribution_drift/feature_importance_metrics/spec.yaml b/assets/model_monitoring/components/feature_attribution_drift/feature_importance_metrics/spec.yaml
@@ -48,7 +48,7 @@ conf:
     dependencies:
     - pip:
         - azure-storage-file-datalake~=12.11.0
-        - azure-ai-ml~=1.23.1
+        - azure-ai-ml~=1.26.3
         - mltable~=1.6.1
         - interpret-community[mimic]~=0.31.0
         - azureml-fsspec~=1.3.1
diff --git a/assets/model_monitoring/components/genai_token_statistics/genai_token_statistics_compute_metrics/spec.yaml b/assets/model_monitoring/components/genai_token_statistics/genai_token_statistics_compute_metrics/spec.yaml
@@ -42,7 +42,7 @@ conf:
     dependencies:
       - pip:
         - azure-storage-file-datalake~=12.11.0
-        - azure-ai-ml~=1.23.1
+        - azure-ai-ml~=1.26.3
         - azureml-mlflow~=1.59.0
         - mltable~=1.6.1
         - azureml-fsspec~=1.3.1
diff --git a/assets/model_monitoring/components/generation_safety_quality/annotation_compute_histogram/spec.yaml b/assets/model_monitoring/components/generation_safety_quality/annotation_compute_histogram/spec.yaml
@@ -115,7 +115,7 @@ conf:
       - pip:
           - azure-cli-core~=2.66.0
           - azure-ai-evaluation~=1.0.1
-          - azure-ai-ml~=1.23.1
+          - azure-ai-ml~=1.26.3
           - openai~=1.56.2
           - json5==0.9.11
           - mltable~=1.6.1
diff --git a/assets/model_monitoring/components/generation_safety_quality/annotation_compute_metrics/spec.yaml b/assets/model_monitoring/components/generation_safety_quality/annotation_compute_metrics/spec.yaml
@@ -71,7 +71,7 @@ conf:
       - pip:
         - azure-cli-core~=2.66.0
         - azure-ai-evaluation~=1.0.1
-        - azure-ai-ml~=1.23.1
+        - azure-ai-ml~=1.26.3
         - openai~=1.56.2
         - json5==0.9.11
         - mltable~=1.6.1
diff --git a/assets/model_monitoring/components/generation_safety_quality/input_schema_adaptor/spec.yaml b/assets/model_monitoring/components/generation_safety_quality/input_schema_adaptor/spec.yaml
@@ -33,7 +33,7 @@ conf:
     dependencies:
       - pip:
         - azure-storage-file-datalake~=12.8.0
-        - azure-ai-ml~=1.23.1
+        - azure-ai-ml~=1.26.3
         - azureml-mlflow~=1.49.0
         - mltable~=1.3.0
         - azureml-fsspec~=1.0.0
diff --git a/assets/model_monitoring/components/model_monitor/genai_mdc_preprocessor/spec.yaml b/assets/model_monitoring/components/model_monitor/genai_mdc_preprocessor/spec.yaml
@@ -46,7 +46,7 @@ conf:
     dependencies:
       - pip:
         - azure-storage-file-datalake~=12.11.0
-        - azure-ai-ml~=1.23.1
+        - azure-ai-ml~=1.26.3
         - azureml-mlflow~=1.59.0
         - mltable~=1.6.1
         - azureml-fsspec~=1.3.1
diff --git a/assets/model_monitoring/components/model_monitor/model_data_collector_preprocessor/spec.yaml b/assets/model_monitoring/components/model_monitor/model_data_collector_preprocessor/spec.yaml
@@ -43,7 +43,7 @@ conf:
     dependencies:
       - pip:
         - azure-storage-file-datalake~=12.11.0
-        - azure-ai-ml~=1.23.1
+        - azure-ai-ml~=1.26.3
         - azureml-mlflow~=1.59.0
         - mltable~=1.6.1
         - azureml-fsspec~=1.3.1
diff --git a/assets/model_monitoring/components/model_monitor/model_monitor_azmon_metric_publisher/spec.yaml b/assets/model_monitoring/components/model_monitor/model_monitor_azmon_metric_publisher/spec.yaml
@@ -47,7 +47,7 @@ conf:
     dependencies:
       - pip:
         - azure-storage-file-datalake~=12.11.0
-        - azure-ai-ml~=1.23.1
+        - azure-ai-ml~=1.26.3
         - mltable~=1.6.1
         - azureml-fsspec~=1.3.1
         - fsspec~=2023.4.0
diff --git a/assets/model_monitoring/components/model_monitor/model_monitor_compute_histogram/spec.yaml b/assets/model_monitoring/components/model_monitor/model_monitor_compute_histogram/spec.yaml
@@ -45,7 +45,7 @@ conf:
     dependencies:
       - pip:
         - azure-storage-file-datalake~=12.11.0
-        - azure-ai-ml~=1.23.1
+        - azure-ai-ml~=1.26.3
         - azureml-mlflow~=1.59.0
         - mltable~=1.6.1
         - azureml-fsspec~=1.3.1
diff --git a/assets/model_monitoring/components/model_monitor/model_monitor_compute_histogram_buckets/spec.yaml b/assets/model_monitoring/components/model_monitor/model_monitor_compute_histogram_buckets/spec.yaml
@@ -46,7 +46,7 @@ conf:
     dependencies:
       - pip:
         - azure-storage-file-datalake~=12.11.0
-        - azure-ai-ml~=1.23.1
+        - azure-ai-ml~=1.26.3
         - azureml-mlflow~=1.59.0
         - mltable~=1.6.1
         - azureml-fsspec~=1.3.1
diff --git a/assets/model_monitoring/components/model_monitor/model_monitor_create_manifest/spec.yaml b/assets/model_monitoring/components/model_monitor/model_monitor_create_manifest/spec.yaml
@@ -72,7 +72,7 @@ conf:
     dependencies:
       - pip:
         - azure-storage-file-datalake~=12.11.0
-        - azure-ai-ml~=1.23.1
+        - azure-ai-ml~=1.26.3
         - azureml-mlflow~=1.59.0
         - mltable~=1.6.1
         - azureml-fsspec~=1.3.1
diff --git a/assets/model_monitoring/components/model_monitor/model_monitor_data_joiner/spec.yaml b/assets/model_monitoring/components/model_monitor/model_monitor_data_joiner/spec.yaml
@@ -43,7 +43,7 @@ conf:
     dependencies:
       - pip:
         - azure-storage-file-datalake~=12.11.0
-        - azure-ai-ml~=1.23.1
+        - azure-ai-ml~=1.26.3
         - azureml-mlflow~=1.59.0
         - mltable~=1.6.1
         - azureml-fsspec~=1.3.1
diff --git a/assets/model_monitoring/components/model_monitor/model_monitor_evaluate_metrics_threshold/spec.yaml b/assets/model_monitoring/components/model_monitor/model_monitor_evaluate_metrics_threshold/spec.yaml
@@ -37,7 +37,7 @@ conf:
     dependencies:
       - pip:
         - azure-storage-file-datalake~=12.8.0
-        - azure-ai-ml~=1.23.1
+        - azure-ai-ml~=1.26.3
         - azureml-mlflow~=1.49.0
         - mltable~=1.6.1
         - azureml-fsspec~=1.3.1
diff --git a/assets/model_monitoring/components/model_monitor/model_monitor_feature_selector/spec.yaml b/assets/model_monitoring/components/model_monitor/model_monitor_feature_selector/spec.yaml
@@ -48,7 +48,7 @@ conf:
     dependencies:
       - pip:
         - azure-storage-file-datalake~=12.11.0
-        - azure-ai-ml~=1.23.1
+        - azure-ai-ml~=1.26.3
         - azureml-mlflow~=1.59.0
         - mltable~=1.6.1
         - azureml-fsspec~=1.3.1
diff --git a/assets/model_monitoring/components/model_monitor/model_monitor_metric_outputter/spec.yaml b/assets/model_monitoring/components/model_monitor/model_monitor_metric_outputter/spec.yaml
@@ -48,7 +48,7 @@ conf:
     dependencies:
       - pip:
         - azure-storage-file-datalake~=12.11.0
-        - azure-ai-ml~=1.23.1
+        - azure-ai-ml~=1.26.3
         - azureml-mlflow~=1.59.0
         - mltable~=1.6.1
         - azureml-fsspec~=1.3.1
diff --git a/assets/model_monitoring/components/model_monitor/model_monitor_output_metrics/spec.yaml b/assets/model_monitoring/components/model_monitor/model_monitor_output_metrics/spec.yaml
@@ -56,7 +56,7 @@ conf:
     dependencies:
       - pip:
         - azure-storage-file-datalake~=12.11.0
-        - azure-ai-ml~=1.23.1
+        - azure-ai-ml~=1.26.3
         - azureml-mlflow~=1.59.0
         - mltable~=1.6.1
         - azureml-fsspec~=1.3.1
diff --git a/assets/model_monitoring/components/model_monitor_action_analyzer/action_analyzer_correlation_test/spec.yaml b/assets/model_monitoring/components/model_monitor_action_analyzer/action_analyzer_correlation_test/spec.yaml
@@ -32,7 +32,7 @@ conf:
       - pip:
         - azure-storage-file-datalake~=12.11.0
         - azureml-mlflow~=1.59.0
-        - azure-ai-ml~=1.23.1
+        - azure-ai-ml~=1.26.3
         - mltable~=1.6.1
         - azureml-fsspec~=1.3.1
         - fsspec~=2023.4.0
diff --git a/assets/model_monitoring/components/model_monitor_action_analyzer/action_analyzer_identify_problem_traffic/spec.yaml b/assets/model_monitoring/components/model_monitor_action_analyzer/action_analyzer_identify_problem_traffic/spec.yaml
@@ -53,7 +53,7 @@ conf:
       - python=3.10
       - pip:
         - azure-storage-file-datalake~=12.11.0
-        - azure-ai-ml~=1.23.1
+        - azure-ai-ml~=1.26.3
         - mltable~=1.6.1
         - azureml-fsspec~=1.3.1
         - protobuf==3.20.1
diff --git a/assets/model_monitoring/components/model_monitor_action_analyzer/action_analyzer_metrics_calculation/spec.yaml b/assets/model_monitoring/components/model_monitor_action_analyzer/action_analyzer_metrics_calculation/spec.yaml
@@ -40,7 +40,7 @@ conf:
       - python=3.10
       - pip:
         - azure-storage-file-datalake~=12.11.0
-        - azure-ai-ml~=1.23.1
+        - azure-ai-ml~=1.26.3
         - azureml-mlflow~=1.59.0
         - mltable~=1.6.1
         - azureml-fsspec~=1.3.1
diff --git a/assets/model_monitoring/components/model_monitor_action_analyzer/action_analyzer_output_actions/spec.yaml b/assets/model_monitoring/components/model_monitor_action_analyzer/action_analyzer_output_actions/spec.yaml
@@ -39,7 +39,7 @@ conf:
       - python=3.10
       - pip:
         - azure-storage-file-datalake~=12.11.0
-        - azure-ai-ml~=1.23.1
+        - azure-ai-ml~=1.26.3
         - azureml-mlflow~=1.59.0
         - mltable~=1.6.1
         - azureml-fsspec~=1.3.1
diff --git a/assets/model_monitoring/components/model_monitor_action_analyzer/model_monitor_action_detector/spec.yaml b/assets/model_monitoring/components/model_monitor_action_analyzer/model_monitor_action_detector/spec.yaml
@@ -58,7 +58,7 @@ conf:
       - python=3.10
       - pip:
         - azure-storage-file-datalake~=12.11.0
-        - azure-ai-ml~=1.23.1
+        - azure-ai-ml~=1.26.3
         - azureml-mlflow~=1.59.0
         - mltable~=1.6.1
         - azureml-fsspec~=1.3.1
diff --git a/assets/model_monitoring/components/model_performance/model_performance_compute_metrics/spec.yaml b/assets/model_monitoring/components/model_performance/model_performance_compute_metrics/spec.yaml
@@ -67,7 +67,7 @@ conf:
     dependencies:
       - pip:
         - azure-storage-file-datalake~=12.11.0
-        - azure-ai-ml~=1.23.1
+        - azure-ai-ml~=1.26.3
         - azureml-mlflow~=1.59.0
         - mltable~=1.6.1
         - azureml-fsspec~=1.3.1
diff --git a/assets/model_monitoring/components/src/model_monitor_output_metrics/entities/signals/data_quality_signal.py b/assets/model_monitoring/components/src/model_monitor_output_metrics/entities/signals/data_quality_signal.py
@@ -140,7 +140,7 @@ def _build_feature_metrics(
             output[feature_name].metrics.append(feature_metrics)
 
             # Add the feature importance metrics
-            if len(featureimportance_dictionary) != 0:
+            if len(featureimportance_dictionary) != 0 and feature_name in featureimportance_dictionary:
                 if not any('BaselineFeatureImportance' in d.values() for d in output[feature_name].metrics):
                     feature_importance_metric = {
                         "metricName": "BaselineFeatureImportance",
diff --git a/assets/model_monitoring/components/tests/gsq-requirements.txt b/assets/model_monitoring/components/tests/gsq-requirements.txt
@@ -1,4 +1,4 @@
-azure-ai-ml~=1.23.1
+azure-ai-ml~=1.26.3
 azure-ai-evaluation~=1.0.1
 azure-cli-core~=2.66.0
 azure-identity~=1.19.0
diff --git a/assets/model_monitoring/components/tests/requirements.txt b/assets/model_monitoring/components/tests/requirements.txt
@@ -1,4 +1,4 @@
-azure-ai-ml==1.23.1
+azure-ai-ml==1.26.3
 azure-cli-core~=2.45.0
 azure-identity~=1.12.0
 azureml-fsspec~=1.3.1
