Path	Lines of Code
assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/parallel/worker.py	163
assets/aml-benchmark/components/src/aml_benchmark/utils/logging.py	251
assets/batch_score/components/driver/src/batch_score/__init__.py	8
assets/batch_score/components/driver/src/batch_score/batch_pool/quota/quota_client.py	325
assets/batch_score/components/driver/src/batch_score/common/configuration/command_line_argument_specification.py	303
assets/batch_score/components/driver/src/batch_score/common/configuration/configuration_parser.py	42
assets/batch_score/components/driver/src/batch_score/common/parallel/congestion.py	72
assets/batch_score/components/driver/src/batch_score/common/parallel/worker.py	287
assets/batch_score/components/driver/src/batch_score/common/scoring/scoring_utils.py	44
assets/batch_score/components/driver/src/batch_score/common/telemetry/events/batch_score_event.py	55
assets/batch_score/components/driver/src/batch_score/common/telemetry/events/batch_score_init_completed_event.py	9
assets/batch_score/components/driver/src/batch_score/common/telemetry/events/batch_score_input_row_completed_event.py	21
assets/batch_score/components/driver/src/batch_score/common/telemetry/events/batch_score_minibatch_completed_event.py	37
assets/batch_score/components/driver/src/batch_score/common/telemetry/events/batch_score_minibatch_endpoint_health_event.py	21
assets/batch_score/components/driver/src/batch_score/common/telemetry/events/batch_score_request_completed_event.py	22
assets/batch_score/components/driver/src/batch_score/common/telemetry/events/batch_score_request_started_event.py	12
assets/batch_score/components/driver/src/batch_score/common/telemetry/events/batch_score_worker_decreased_event.py	11
assets/batch_score/components/driver/src/batch_score/common/telemetry/events/batch_score_worker_increased_event.py	11
assets/batch_score/components/driver/src/batch_score/common/telemetry/events/event_utils.py	73
assets/batch_score/components/driver/src/batch_score/utils/v2_output_formatter.py	59
assets/batch_score_oss/components/driver/src/batch_score_oss/common/configuration/command_line_argument_specification.py	278
assets/batch_score_oss/components/driver/src/batch_score_oss/common/configuration/configuration_parser.py	42
assets/batch_score_oss/components/driver/src/batch_score_oss/common/parallel/congestion.py	72
assets/batch_score_oss/components/driver/src/batch_score_oss/common/parallel/worker.py	283
assets/batch_score_oss/components/driver/src/batch_score_oss/common/scoring/scoring_utils.py	46
assets/batch_score_oss/components/driver/src/batch_score_oss/common/telemetry/events/batch_score_event.py	56
assets/batch_score_oss/components/driver/src/batch_score_oss/common/telemetry/events/batch_score_init_completed_event.py	8
assets/batch_score_oss/components/driver/src/batch_score_oss/common/telemetry/events/batch_score_input_row_completed_event.py	22
assets/batch_score_oss/components/driver/src/batch_score_oss/common/telemetry/events/batch_score_minibatch_completed_event.py	38
assets/batch_score_oss/components/driver/src/batch_score_oss/common/telemetry/events/batch_score_minibatch_endpoint_health_event.py	19
assets/batch_score_oss/components/driver/src/batch_score_oss/common/telemetry/events/batch_score_request_completed_event.py	23
assets/batch_score_oss/components/driver/src/batch_score_oss/common/telemetry/events/batch_score_request_started_event.py	12
assets/batch_score_oss/components/driver/src/batch_score_oss/common/telemetry/events/batch_score_worker_decreased_event.py	11
assets/batch_score_oss/components/driver/src/batch_score_oss/common/telemetry/events/batch_score_worker_increased_event.py	11
assets/batch_score_oss/components/driver/src/batch_score_oss/common/telemetry/events/event_utils.py	75
assets/batch_score_oss/components/driver/src/batch_score_oss/utils/v2_output_formatter.py	63
assets/common/src/utils/run_utils.py	105
assets/inference/environments/mlflow-py312-inference/context/mlflow_score_script.py	465
assets/inference/environments/mlflow-py312-inference/context/mlmonitoring/worker/sender.py	86
assets/large_language_models/rag/components/src/flow_creation.py	472
assets/model_monitoring/components/src/data_drift_compute_metrics/categorical_data_drift_metrics.py	187
assets/model_monitoring/components/src/data_drift_compute_metrics/compute_data_drift.py	85
assets/model_monitoring/components/src/data_drift_compute_metrics/io_utils.py	28
assets/model_monitoring/components/src/data_drift_compute_metrics/numerical_data_drift_metrics.py	235
assets/model_monitoring/components/src/generation_safety_quality/annotation_compute_histogram/run.py	617
assets/model_monitoring/components/src/model_data_collector_preprocessor/genai_preprocessor_df_schemas.py	31
assets/model_monitoring/components/src/model_data_collector_preprocessor/genai_run.py	129
assets/model_monitoring/components/src/model_data_collector_preprocessor/mdc_preprocessor_helper.py	286
assets/model_monitoring/components/src/model_data_collector_preprocessor/mdc_utils.py	128
assets/model_monitoring/components/src/model_data_collector_preprocessor/run.py	224
assets/model_monitoring/components/src/model_data_collector_preprocessor/spark_run.py	35
assets/model_monitoring/components/src/model_data_collector_preprocessor/trace_aggregator.py	83
assets/model_monitoring/components/src/model_monitor_create_manifest/run.py	55
assets/model_monitoring/components/src/model_monitor_feature_selector/run.py	55
assets/model_monitoring/components/src/shared_utilities/constants.py	163
assets/model_monitoring/components/src/shared_utilities/histogram_utils.py	50
assets/model_monitoring/components/src/shared_utilities/io_utils.py	179
assets/model_monitoring/components/src/shared_utilities/store_url.py	336
assets/model_monitoring/components/tools/spec_version_upgrader.py	122
assets/responsibleai/tabular/components/src/rai_component_utilities.py	463
assets/training/finetune_acft_hf_nlp/components_v2/pipeline_components/text_generation/spec.yaml	207
assets/training/finetune_acft_hf_nlp/src/finetune/finetune.py	1100
assets/training/finetune_acft_hf_nlp/src/model_selector/finetune_config.py	221
assets/training/finetune_acft_hf_nlp/src/model_selector/model_selector.py	298
assets/training/finetune_acft_hf_nlp/src/register_model/register_presets_model.py	291
assets/training/finetune_acft_image/src/finetune/finetune.py	929
assets/training/finetune_acft_image/src/framework_selector/framework_selector.py	114
assets/training/finetune_acft_image/src/model_output_selector/model_output_selector.py	91
assets/training/finetune_acft_multimodal/src/model_import/model_import.py	72
assets/training/model_evaluation/components/distributed_model_prediction/spec.yaml	78
assets/training/model_evaluation/src/evaluators/evaluators.py	369
assets/training/model_evaluation/src/task_factory/image/generation.py	19
assets/training/model_evaluation/src/task_factory/image/image_uploader.py	64
assets/training/model_evaluation/src/task_factory/tabular/forecast.py	6
assets/training/model_evaluation/src/utils.py	853
assets/training/model_evaluation/src_distributed/data_utils.py	168
assets/training/model_evaluation/src_distributed/download_extra_dependency.py	39
assets/training/model_evaluation/src_distributed/model_prediction.py	425
assets/training/model_evaluation/src_distributed/prepare_data.py	131
assets/training/model_management/environments/mlflow-model-inference/context/mlflow_score_script.py	465
assets/training/model_management/environments/mlflow-model-inference/context/mlmonitoring/worker/sender.py	86
assets/training/model_management/src/azureml/model/mgmt/downloader/downloader.py	228
assets/training/model_management/src/azureml/model/mgmt/processors/transformers/config.py	62
assets/training/model_management/src/azureml/model/mgmt/processors/transformers/vision/predict.py	64
assets/training/model_management/src/azureml/model/mgmt/utils/logging_utils.py	198
scripts/azureml-assets/azureml/assets/publish_utils.py	380
scripts/azureml-assets/azureml/assets/validate_assets.py	784