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upgrade all component versions
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alanpo1 committed Jun 11, 2024
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Expand Up @@ -4,7 +4,7 @@ type: spark
name: data_drift_compute_metrics
display_name: Data Drift - Compute Metrics
description: Compute data drift metrics given a baseline and a deployment's model data input.
version: 0.3.21
version: 0.3.22
is_deterministic: true

code: ../../src
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Expand Up @@ -4,7 +4,7 @@ type: pipeline
name: data_drift_signal_monitor
display_name: Data Drift - Signal Monitor
description: Computes the data drift between a baseline and production data assets.
version: 0.3.40
version: 0.3.41
is_deterministic: true

inputs:
Expand Down Expand Up @@ -63,7 +63,7 @@ outputs:
jobs:
compute_feature_importances:
type: spark
component: azureml://registries/azureml/components/feature_importance_metrics/versions/0.3.19
component: azureml://registries/azureml/components/feature_importance_metrics/versions/0.3.20
inputs:
baseline_data:
type: mltable
Expand All @@ -82,7 +82,7 @@ jobs:
type: aml_token
feature_selection:
type: spark
component: azureml://registries/azureml/components/model_monitor_feature_selector/versions/0.3.15
component: azureml://registries/azureml/components/model_monitor_feature_selector/versions/0.3.16
inputs:
input_data_1:
type: mltable
Expand All @@ -103,7 +103,7 @@ jobs:
type: aml_token
compute_drift_metrics:
type: spark
component: azureml://registries/azureml/components/data_drift_compute_metrics/versions/0.3.21
component: azureml://registries/azureml/components/data_drift_compute_metrics/versions/0.3.22
inputs:
production_dataset:
type: mltable
Expand All @@ -130,7 +130,7 @@ jobs:
type: aml_token
compute_histogram_buckets:
type: spark
component: azureml://registries/azureml/components/model_monitor_compute_histogram_buckets/versions/0.3.15
component: azureml://registries/azureml/components/model_monitor_compute_histogram_buckets/versions/0.3.16
inputs:
input_data_1:
type: mltable
Expand All @@ -150,7 +150,7 @@ jobs:
type: aml_token
compute_baseline_histogram:
type: spark
component: azureml://registries/azureml/components/model_monitor_compute_histogram/versions/0.3.15
component: azureml://registries/azureml/components/model_monitor_compute_histogram/versions/0.3.16
inputs:
input_data:
type: mltable
Expand All @@ -170,7 +170,7 @@ jobs:
type: aml_token
compute_target_histogram:
type: spark
component: azureml://registries/azureml/components/model_monitor_compute_histogram/versions/0.3.15
component: azureml://registries/azureml/components/model_monitor_compute_histogram/versions/0.3.16
inputs:
input_data:
type: mltable
Expand All @@ -190,7 +190,7 @@ jobs:
type: aml_token
output_signal_metrics:
type: spark
component: azureml://registries/azureml/components/model_monitor_output_metrics/versions/0.3.19
component: azureml://registries/azureml/components/model_monitor_output_metrics/versions/0.3.20
inputs:
signal_metrics:
type: mltable
Expand Down Expand Up @@ -218,7 +218,7 @@ jobs:
type: aml_token
evaluate_metric_thresholds:
type: spark
component: azureml://registries/azureml/components/model_monitor_evaluate_metrics_threshold/versions/0.3.20
component: azureml://registries/azureml/components/model_monitor_evaluate_metrics_threshold/versions/0.3.21
inputs:
signal_metrics:
type: mltable
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Expand Up @@ -4,7 +4,7 @@ type: spark
name: data_quality_compute_metrics
display_name: Data Quality - Compute Metrics
description: Compute data quality metrics leveraged by the data quality monitor.
version: 0.3.19
version: 0.3.20
is_deterministic: true

inputs:
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Expand Up @@ -4,7 +4,7 @@ type: spark
name: data_quality_metrics_joiner
display_name: Data Quality - Metrics Joiner
description: Join baseline and target data quality metrics into a single output.
version: 0.3.13
version: 0.3.14
is_deterministic: true

inputs:
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Expand Up @@ -4,7 +4,7 @@ type: pipeline
name: data_quality_signal_monitor
display_name: Data Quality - Signal Monitor
description: Computes the data quality of a target dataset with reference to a baseline.
version: 0.3.38
version: 0.3.39
is_deterministic: true

inputs:
Expand Down Expand Up @@ -63,7 +63,7 @@ outputs:
jobs:
compute_feature_importances:
type: spark
component: azureml://registries/azureml/components/feature_importance_metrics/versions/0.3.19
component: azureml://registries/azureml/components/feature_importance_metrics/versions/0.3.20
inputs:
baseline_data:
type: mltable
Expand All @@ -82,7 +82,7 @@ jobs:
type: aml_token
feature_selection:
type: spark
component: azureml://registries/azureml/components/model_monitor_feature_selector/versions/0.3.15
component: azureml://registries/azureml/components/model_monitor_feature_selector/versions/0.3.16
inputs:
input_data_1:
type: mltable
Expand All @@ -103,7 +103,7 @@ jobs:
type: aml_token
compute_baseline_data_statistics:
type: spark
component: azureml://registries/azureml/components/data_quality_data_statistics/versions/0.3.15
component: azureml://registries/azureml/components/data_quality_data_statistics/versions/0.3.16
inputs:
baseline_data:
type: mltable
Expand All @@ -120,7 +120,7 @@ jobs:
type: aml_token
compute_baseline_data_quality:
type: spark
component: azureml://registries/azureml/components/data_quality_compute_metrics/versions/0.3.19
component: azureml://registries/azureml/components/data_quality_compute_metrics/versions/0.3.20
inputs:
input_data:
type: mltable
Expand All @@ -145,7 +145,7 @@ jobs:
type: aml_token
compute_target_data_quality:
type: spark
component: azureml://registries/azureml/components/data_quality_compute_metrics/versions/0.3.19
component: azureml://registries/azureml/components/data_quality_compute_metrics/versions/0.3.20
inputs:
input_data:
type: mltable
Expand All @@ -168,7 +168,7 @@ jobs:
type: aml_token
join_data_quality_metrics:
type: spark
component: azureml://registries/azureml/components/data_quality_metrics_joiner/versions/0.3.13
component: azureml://registries/azureml/components/data_quality_metrics_joiner/versions/0.3.14
inputs:
baseline_metrics:
type: mltable
Expand All @@ -188,7 +188,7 @@ jobs:
type: aml_token
output_signal_metrics:
type: spark
component: azureml://registries/azureml/components/model_monitor_output_metrics/versions/0.3.19
component: azureml://registries/azureml/components/model_monitor_output_metrics/versions/0.3.20
inputs:
signal_metrics:
type: mltable
Expand All @@ -210,7 +210,7 @@ jobs:
type: aml_token
evaluate_metric_thresholds:
type: spark
component: azureml://registries/azureml/components/model_monitor_evaluate_metrics_threshold/versions/0.3.20
component: azureml://registries/azureml/components/model_monitor_evaluate_metrics_threshold/versions/0.3.21
inputs:
signal_metrics:
type: mltable
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Expand Up @@ -4,7 +4,7 @@ type: spark
name: data_quality_data_statistics
display_name: Data Quality - Data Statistics
description: Compute data statistics leveraged by the data quality monitor.
version: 0.3.15
version: 0.3.16
is_deterministic: true

inputs:
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Expand Up @@ -2,7 +2,7 @@ $schema: http://azureml/sdk-2-0/SparkComponent.json
type: spark

name: feature_attribution_drift_compute_metrics
version: 0.3.16
version: 0.3.17
display_name: Feature Attribution Drift - Compute Metrics
is_deterministic: true
description: Feature attribution drift using model monitoring.
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Expand Up @@ -4,7 +4,7 @@ type: pipeline
name: feature_attribution_drift_signal_monitor
display_name: Feature Attribution Drift - Signal Monitor
description: Computes the feature attribution between a baseline and production data assets.
version: 0.3.31
version: 0.3.32
is_deterministic: true

inputs:
Expand Down Expand Up @@ -44,7 +44,7 @@ outputs:
jobs:
compute_baseline_explanations:
type: spark
component: azureml://registries/azureml/components/feature_importance_metrics/versions/0.3.19
component: azureml://registries/azureml/components/feature_importance_metrics/versions/0.3.20
inputs:
baseline_data:
type: mltable
Expand All @@ -63,7 +63,7 @@ jobs:
type: aml_token
compute_production_explanations:
type: spark
component: azureml://registries/azureml/components/feature_importance_metrics/versions/0.3.19
component: azureml://registries/azureml/components/feature_importance_metrics/versions/0.3.20
inputs:
baseline_data:
type: mltable
Expand All @@ -82,7 +82,7 @@ jobs:
type: aml_token
compute_feature_attribution:
type: spark
component: azureml://registries/azureml/components/feature_attribution_drift_compute_metrics/versions/0.3.16
component: azureml://registries/azureml/components/feature_attribution_drift_compute_metrics/versions/0.3.17
inputs:
production_data:
type: mltable
Expand All @@ -101,7 +101,7 @@ jobs:
type: aml_token
output_signal_metrics:
type: spark
component: azureml://registries/azureml/components/model_monitor_output_metrics/versions/0.3.19
component: azureml://registries/azureml/components/model_monitor_output_metrics/versions/0.3.20
inputs:
signal_metrics:
type: mltable
Expand All @@ -122,7 +122,7 @@ jobs:
type: aml_token
evaluate_metric_thresholds:
type: spark
component: azureml://registries/azureml/components/model_monitor_evaluate_metrics_threshold/versions/0.3.20
component: azureml://registries/azureml/components/model_monitor_evaluate_metrics_threshold/versions/0.3.21
inputs:
signal_metrics:
type: mltable
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Expand Up @@ -2,7 +2,7 @@ $schema: http://azureml/sdk-2-0/SparkComponent.json
type: spark

name: feature_importance_metrics
version: 0.3.19
version: 0.3.20
display_name: Feature importance
is_deterministic: true
description: Feature importance for model monitoring.
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Expand Up @@ -4,7 +4,7 @@ type: spark
name: genai_token_statistics_compute_metrics
display_name: GenAI Token Statistics - Compute Metrics
description: Compute token statistics metrics.
version: 0.0.8
version: 0.0.9
is_deterministic: true

inputs:
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Expand Up @@ -4,7 +4,7 @@ type: pipeline
name: genai_token_statistics_signal_monitor
display_name: GenAI Token Statistics - Signal Monitor
description: Computes the token and cost metrics over LLM outputs.
version: 0.0.8
version: 0.0.9
is_deterministic: true
inputs:
monitor_name:
Expand All @@ -30,7 +30,7 @@ outputs:
jobs:
compute_metrics:
type: spark
component: azureml://registries/azureml/components/genai_token_statistics_compute_metrics/versions/0.0.8
component: azureml://registries/azureml/components/genai_token_statistics_compute_metrics/versions/0.0.9
inputs:
production_dataset:
type: mltable
Expand All @@ -49,7 +49,7 @@ jobs:
type: aml_token
output_signal_metrics:
type: spark
component: azureml://registries/azureml/components/model_monitor_metric_outputter/versions/0.3.23
component: azureml://registries/azureml/components/model_monitor_metric_outputter/versions/0.3.24
inputs:
signal_metrics:
type: mltable
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Expand Up @@ -4,7 +4,7 @@ type: spark
name: gsq_annotation_compute_histogram
display_name: Annotation - Compute Histogram
description: Compute annotation histogram given a deployment's model data input.
version: 0.4.23
version: 0.4.24
is_deterministic: false
inputs:
production_dataset:
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Expand Up @@ -4,7 +4,7 @@ type: spark
name: gsq_annotation_compute_metrics
display_name: Annotation - Compute Metrics
description: Compute annotation metrics given a deployment's model data input.
version: 0.4.16
version: 0.4.17
is_deterministic: True
inputs:
annotation_histogram:
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Expand Up @@ -4,7 +4,7 @@ type: pipeline
name: generation_safety_quality_signal_monitor
display_name: Generation Safety & Quality - Signal Monitor
description: Computes the content generation safety metrics over LLM outputs.
version: 0.5.14
version: 0.5.15
is_deterministic: true
inputs:
monitor_name:
Expand Down Expand Up @@ -109,7 +109,7 @@ outputs:
jobs:
input_schema_adaptor:
type: spark
component: azureml://registries/azureml/components/gsq_input_schema_adaptor/versions/0.0.11
component: azureml://registries/azureml/components/gsq_input_schema_adaptor/versions/0.0.12
inputs:
production_dataset:
type: mltable
Expand All @@ -124,7 +124,7 @@ jobs:
type: aml_token
compute_histogram:
type: spark
component: azureml://registries/azureml/components/gsq_annotation_compute_histogram/versions/0.4.23
component: azureml://registries/azureml/components/gsq_annotation_compute_histogram/versions/0.4.24
inputs:
production_dataset:
type: mltable
Expand Down Expand Up @@ -167,7 +167,7 @@ jobs:
type: aml_token
compute_metrics:
type: spark
component: azureml://registries/azureml/components/gsq_annotation_compute_metrics/versions/0.4.16
component: azureml://registries/azureml/components/gsq_annotation_compute_metrics/versions/0.4.17
inputs:
annotation_histogram:
type: mltable
Expand All @@ -189,7 +189,7 @@ jobs:
type: aml_token
output_signal_metrics:
type: spark
component: azureml://registries/azureml/components/model_monitor_metric_outputter/versions/0.3.23
component: azureml://registries/azureml/components/model_monitor_metric_outputter/versions/0.3.24
inputs:
signal_metrics:
type: mltable
Expand All @@ -211,7 +211,7 @@ jobs:
type: aml_token
evaluate_metric_thresholds:
type: spark
component: azureml://registries/azureml/components/model_monitor_evaluate_metrics_threshold/versions/0.3.20
component: azureml://registries/azureml/components/model_monitor_evaluate_metrics_threshold/versions/0.3.21
inputs:
signal_metrics:
type: mltable
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Expand Up @@ -4,7 +4,7 @@ type: spark
name: gsq_input_schema_adaptor
display_name: Input Schema Adaptor
description: Adapt data to fit into GSQ component.
version: 0.0.11
version: 0.0.12
is_deterministic: True
inputs:
production_dataset:
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Expand Up @@ -4,7 +4,7 @@ type: spark
name: genai_mdc_preprocessor
display_name: GenAI MDC - Preprocessor
description: Filters the raw span log based on the window provided, and aggregates it to trace level.
version: 0.0.15
version: 0.0.16
is_deterministic: true

code: ../../src
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