action_analyzer_correlation_test

Perform correlation test on different groups to generate actions.

action_analyzer_identify_problem_traffic

Separate bad queries into different groups.

action_analyzer_metrics_calculation

Calculate futher metrics for generating actions.

action_analyzer_output_actions

Merge and output actions.

data_drift_compute_metrics

Compute data drift metrics given a baseline and a deployment's model data input.

data_drift_signal_monitor

Computes the data drift between a baseline and production data assets.

data_quality_compute_metrics

Compute data quality metrics leveraged by the data quality monitor.

data_quality_data_statistics

Compute data statistics leveraged by the data quality monitor.

data_quality_metrics_joiner

Join baseline and target data quality metrics into a single output.

data_quality_signal_monitor

Computes the data quality of a target dataset with reference to a baseline.

feature_attribution_drift_compute_metrics

Feature attribution drift using model monitoring.

feature_attribution_drift_signal_monitor

Computes the feature attribution between a baseline and production data assets.

feature_importance_metrics

Feature importance for model monitoring.

genai_mdc_preprocessor

Filters the raw span log based on the window provided, and aggregates it to trace level.

genai_token_statistics_compute_metrics

Compute token statistics metrics.

genai_token_statistics_signal_monitor

Computes the token and cost metrics over LLM outputs.

generation_safety_quality_signal_monitor

Computes the content generation safety metrics over LLM outputs.

gsq_annotation_compute_histogram

Compute annotation histogram given a deployment's model data input.

gsq_annotation_compute_metrics

Compute annotation metrics given a deployment's model data input.

gsq_input_schema_adaptor

Adapt data to fit into GSQ component.

model_data_collector_preprocessor

Filters the data based on the window provided.

model_monitor_action_analyzer

Generate and output actions to the default datastore.

model_monitor_action_detector

Generate and output actions

model_monitor_azmon_metric_publisher

Azure Monitor Publisher for the computed model monitor metrics.

model_monitor_compute_histogram

Compute a histogram given an input data and associated histogram buckets.

model_monitor_compute_histogram_buckets

Compute histogram buckets given up to two datasets.

model_monitor_create_manifest

Creates the model monitor metric manifest.

model_monitor_data_joiner

Joins two data assets on the given columns for model monitor.

model_monitor_evaluate_metrics_threshold

Evaluate signal metrics against the threshold provided in the monitoring signal.

model_monitor_feature_selector

Selects features to compute signal metrics on.

model_monitor_metric_outputter

Output the computed model monitor metrics.

model_monitor_output_metrics

Output the computed model monitor metrics to the default datastore.

model_performance_compute_metrics

Compute model performance metrics leveraged by the model performance monitor.

model_performance_signal_monitor

Computes the model performance

prediction_drift_signal_monitor

Computes the prediction drift between a baseline and a target data assets.

token_statistics_compute_metrics

Compute token statistics metrics.