From 057fd344eabdf5ae056976d5fc775c47c018606d Mon Sep 17 00:00:00 2001 From: XiangRao <131976564+ricardrao@users.noreply.github.com> Date: Wed, 23 Apr 2025 00:38:11 +0800 Subject: [PATCH 1/3] Fix missing key in featureimportance dictionary --- .../entities/signals/data_quality_signal.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) 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 index e97982b51e..35689914ed 100644 --- 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", From 3797daf959fc92fef9f6f3ef1f997ebb81c1d3fb Mon Sep 17 00:00:00 2001 From: XiangRao <131976564+ricardrao@users.noreply.github.com> Date: Wed, 23 Apr 2025 00:45:33 +0800 Subject: [PATCH 2/3] upgrade azure-ai-ml version --- .../components/data_drift/data_drift_compute_metrics/spec.yaml | 2 +- .../data_quality/data_quality_compute_metrics/spec.yaml | 2 +- .../data_quality/data_quality_metrics_joiner/spec.yaml | 2 +- .../components/data_quality/data_quality_statistics/spec.yaml | 2 +- .../feature_attribution_drift_compute_metrics/spec.yaml | 2 +- .../feature_importance_metrics/spec.yaml | 2 +- .../genai_token_statistics_compute_metrics/spec.yaml | 2 +- .../annotation_compute_histogram/spec.yaml | 2 +- .../annotation_compute_metrics/spec.yaml | 2 +- .../generation_safety_quality/input_schema_adaptor/spec.yaml | 2 +- .../components/model_monitor/genai_mdc_preprocessor/spec.yaml | 2 +- .../model_monitor/model_data_collector_preprocessor/spec.yaml | 2 +- .../model_monitor_azmon_metric_publisher/spec.yaml | 2 +- .../model_monitor/model_monitor_compute_histogram/spec.yaml | 2 +- .../model_monitor_compute_histogram_buckets/spec.yaml | 2 +- .../model_monitor/model_monitor_create_manifest/spec.yaml | 2 +- .../model_monitor/model_monitor_data_joiner/spec.yaml | 2 +- .../model_monitor_evaluate_metrics_threshold/spec.yaml | 2 +- .../model_monitor/model_monitor_feature_selector/spec.yaml | 2 +- .../model_monitor/model_monitor_metric_outputter/spec.yaml | 2 +- .../model_monitor/model_monitor_output_metrics/spec.yaml | 2 +- .../action_analyzer_correlation_test/spec.yaml | 2 +- .../action_analyzer_identify_problem_traffic/spec.yaml | 2 +- .../action_analyzer_metrics_calculation/spec.yaml | 2 +- .../action_analyzer_output_actions/spec.yaml | 2 +- .../model_monitor_action_detector/spec.yaml | 2 +- .../model_performance_compute_metrics/spec.yaml | 2 +- assets/model_monitoring/components/tests/gsq-requirements.txt | 2 +- 28 files changed, 28 insertions(+), 28 deletions(-) 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 index a58d10240d..21b982d43c 100644 --- 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 index a806975507..c01f1ce5b0 100644 --- 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 index 99527f2147..52850a9483 100644 --- 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 index 51839fba21..e5e38dcbe2 100644 --- 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 index 55cd8aa383..a4a5b7d4ab 100644 --- 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 index a1a9bff71a..661f7990c4 100644 --- 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 index 75b74cbb03..a3b5812c2f 100644 --- 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 index c605b32dc4..d7d7442008 100644 --- 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 index a433c1c270..5f52d05793 100644 --- 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 index b3a2b59f64..60cbab7f0e 100644 --- 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 index 66f6818f57..07a80d385a 100644 --- 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 index 5f16c87287..95c86b4da3 100644 --- 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 index d087e2d236..96358f208a 100644 --- 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 index c0210ed15c..bea674b797 100644 --- 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 index cef1d11ce3..f1d18eb705 100644 --- 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 index ec219697c1..ba25c5f5cb 100644 --- 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 index da2d4fd0b0..0c07c9735b 100644 --- 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 index a32f4ecc5c..713342d63e 100644 --- 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 index 6151d3c3bc..e24e594285 100644 --- 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 index 19eaeae4e6..722dcfe219 100644 --- 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 index 998cd23f81..c1e828fbbe 100644 --- 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 index db847b0226..8c8b8f84de 100644 --- 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 index 3c6ea66db5..0b9b97cd39 100644 --- 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 index 28ebb01645..658714a7fc 100644 --- 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 index c4df2a1006..7bd80a94ab 100644 --- 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 index 525df47167..467321060c 100644 --- 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 index 1c0bd0be89..7650b59b1c 100644 --- 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/tests/gsq-requirements.txt b/assets/model_monitoring/components/tests/gsq-requirements.txt index dae1e34c1d..13319bf7a1 100644 --- 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 From d2bf4992f99c7253b5360f30d65a9fb59fd7f21c Mon Sep 17 00:00:00 2001 From: XiangRao <131976564+ricardrao@users.noreply.github.com> Date: Wed, 23 Apr 2025 00:49:55 +0800 Subject: [PATCH 3/3] fix --- assets/model_monitoring/components/tests/requirements.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/assets/model_monitoring/components/tests/requirements.txt b/assets/model_monitoring/components/tests/requirements.txt index ccd1a12e11..33bad9db57 100644 --- 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