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id: 70 unit: def create_endpoint_and_deployment() file: assets/common/src/deploy.py start line: 0 end line: 0 size: 64 LOC McCabe index: 5 number of parameters: 5 id: 71 unit: def get_data_explorer_page() file: assets/responsibleai/tabular/components/src/_score_card/classification_components.py start line: 0 end line: 0 size: 63 LOC McCabe index: 8 number of parameters: 1 id: 72 unit: def parse_configuration() file: assets/batch_score_oss/components/driver/src/batch_score_oss/common/configuration/file_configuration_parser.py start line: 0 end line: 0 size: 63 LOC McCabe index: 8 number of parameters: 2 id: 73 unit: def get_connection_by_id_v2() file: assets/training/model_evaluation/src/workspace_utils.py start line: 0 end line: 0 size: 63 LOC McCabe index: 10 number of parameters: 3 id: 74 unit: def create_jsonl_files() file: assets/training/vision/jobs/object-detection-using-built-in-component/prepare_data.py start line: 0 end line: 0 size: 63 LOC McCabe index: 7 number of 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_run_subprocess_cmd() file: assets/training/finetune_acft_hf_nlp/environments/acpt/context/finetune_run.py start line: 0 end line: 0 size: 62 LOC McCabe index: 12 number of parameters: 5 id: 81 unit: def __init__() file: assets/training/model_evaluation/src/compute_metrics.py start line: 0 end line: 0 size: 62 LOC McCabe index: 19 number of parameters: 14 id: 82 unit: def _get_model_performance_explanation_text() file: assets/responsibleai/tabular/components/src/_score_card/classification_components.py start line: 0 end line: 0 size: 61 LOC McCabe index: 6 number of parameters: 2 id: 83 unit: def main() file: assets/responsibleai/tabular/components/src/create_score_card.py start line: 0 end line: 0 size: 61 LOC McCabe index: 13 number of parameters: 1 id: 84 unit: def apply_target_on_data() file: assets/evaluation_on_cloud/environments/evaluations-built-in/context/evaluate_on_data.py start line: 0 end line: 0 size: 61 LOC McCabe index: 15 number of parameters: 3 id: 85 unit: def 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file: assets/model_monitoring/components/src/shared_utilities/io_utils.py start line: 0 end line: 0 size: 50 LOC McCabe index: 9 number of parameters: 3 id: 126 unit: def _build_metrics() file: assets/model_monitoring/components/src/model_monitor_output_metrics/entities/signals/feature_attribution_drift_signal.py start line: 0 end line: 0 size: 50 LOC McCabe index: 7 number of parameters: 4 id: 127 unit: def get_samples_from_signature() file: assets/inference/environments/mlflow-py312-inference/context/mlflow_score_script.py start line: 0 end line: 0 size: 49 LOC McCabe index: 16 number of parameters: 4 id: 128 unit: def parse_model_input_from_input_data_transformers() file: assets/inference/environments/mlflow-py312-inference/context/mlflow_score_script.py start line: 0 end line: 0 size: 49 LOC McCabe index: 30 number of parameters: 1 id: 129 unit: def get_samples_from_signature() file: assets/training/model_management/environments/mlflow-model-inference/context/mlflow_score_script.py 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number of parameters: 3 id: 297 unit: def register_model() file: assets/training/finetune_acft_hf_nlp/src/register_model/register_model.py start line: 0 end line: 0 size: 32 LOC McCabe index: 5 number of parameters: 1 id: 298 unit: def predict() file: assets/training/model_management/src/azureml/model/mgmt/processors/pyfunc/clip/clip_embeddings_mlflow_wrapper.py start line: 0 end line: 0 size: 32 LOC McCabe index: 8 number of parameters: 3 id: 299 unit: def read_data() file: assets/training/model_evaluation/src/utils.py start line: 0 end line: 0 size: 32 LOC McCabe index: 9 number of parameters: 3 id: 300 unit: def main() file: assets/training/model_evaluation/src/download_metrics_dependencies.py start line: 0 end line: 0 size: 32 LOC McCabe index: 6 number of parameters: 0 id: 301 unit: def _get_dataframe() file: assets/training/distillation/src/validate_pipeline.py start line: 0 end line: 0 size: 32 LOC McCabe index: 6 number of parameters: 2 id: 302 unit: def run() file: 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336 unit: def predict() file: assets/training/model_management/src/azureml/model/mgmt/processors/pyfunc/clip/clip_mlflow_wrapper.py start line: 0 end line: 0 size: 30 LOC McCabe index: 10 number of parameters: 3 id: 337 unit: def get_model_signature() file: assets/training/model_management/src/azureml/model/mgmt/processors/pyfunc/convertors.py start line: 0 end line: 0 size: 30 LOC McCabe index: 3 number of parameters: 1 id: 338 unit: def copy_result_files() file: assets/training/finetune_acft_image/src/medimage_insight_embedding_finetune/medimage_embedding_finetune.py start line: 0 end line: 0 size: 30 LOC McCabe index: 10 number of parameters: 2 id: 339 unit: def check_model_support_for_runtime_task() file: assets/training/finetune_acft_image/src/framework_selector/framework_selector.py start line: 0 end line: 0 size: 30 LOC McCabe index: 6 number of parameters: 3 id: 340 unit: def _clean_and_validate_dataset() file: assets/training/model_evaluation/src_distributed/prepare_data.py 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file: assets/model_monitoring/components/src/action_analyzer/contracts/action_detectors/low_retrieval_score_index_action_detector.py start line: 0 end line: 0 size: 29 LOC McCabe index: 5 number of parameters: 3 id: 357 unit: def parse_debugging_info() file: assets/model_monitoring/components/src/action_analyzer/action_analyzer_identify_problem_traffic/run.py start line: 0 end line: 0 size: 29 LOC McCabe index: 6 number of parameters: 1 id: 358 unit: def process_row() file: assets/model_monitoring/components/src/genai_token_statistics_compute_metrics/metrics_processor.py start line: 0 end line: 0 size: 29 LOC McCabe index: 11 number of parameters: 2 id: 359 unit: def write_to_mltable() file: assets/model_monitoring/components/src/feature_importance_metrics/compute_feature_importance.py start line: 0 end line: 0 size: 29 LOC McCabe index: 3 number of parameters: 4 id: 360 unit: def decorator() file: assets/aml-benchmark/components/src/aml_benchmark/utils/helper.py start line: 0 end 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retry() file: assets/training/model_management/src/azureml/model/mgmt/utils/common_utils.py start line: 0 end line: 0 size: 18 LOC McCabe index: 4 number of parameters: 1 id: 689 unit: def get_model_signature() file: assets/training/model_management/src/azureml/model/mgmt/processors/pyfunc/convertors.py start line: 0 end line: 0 size: 18 LOC McCabe index: 1 number of parameters: 1 id: 690 unit: def audio_processor() file: assets/training/model_management/src/azureml/model/mgmt/processors/transformers/whisper/predict.py start line: 0 end line: 0 size: 18 LOC McCabe index: 4 number of parameters: 2 id: 691 unit: def create_tensor_spec_sample_io() file: assets/training/model_management/environments/mlflow-model-inference/context/mlflow_score_script.py start line: 0 end line: 0 size: 18 LOC McCabe index: 11 number of parameters: 1 id: 692 unit: def log_and_write_outputs() file: assets/training/model_evaluation/src/compute_metrics.py start line: 0 end line: 0 size: 18 LOC McCabe index: 6 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LOC McCabe index: 1 number of parameters: 2 id: 2361 unit: def create_model() file: assets/training/finetune_acft_image/src/medimage_insight_adapter_finetune/training.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 3 id: 2362 unit: def load_trained_model() file: assets/training/finetune_acft_image/src/medimage_insight_adapter_finetune/training.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 2 id: 2363 unit: def merge_data_with_text() file: assets/training/finetune_acft_image/src/medimage_insight_adapter_finetune/medimage_train.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 2364 unit: def train_model() file: assets/training/finetune_acft_image/src/medimage_insight_adapter_finetune/medimage_train.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 2365 unit: def __init__() file: 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parameters: 0 id: 2369 unit: def run_inference_batch() file: assets/training/finetune_acft_image/src/model_converters/medimage_embed_adapter_merge/medimageinsight_adapter_classification_mlflow_wrapper.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 2370 unit: def generate_embeddings() file: assets/training/finetune_acft_image/src/medimage_insight_adapter_preprocess/medimage_datapreprocess.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 2371 unit: def _validate_test_data() file: assets/training/model_evaluation/src/validation.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 2372 unit: def _get_pii_free_message() file: assets/training/model_evaluation/src/logging_utilities.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 2373 unit: def _combine_mltables() file: assets/training/model_evaluation/src/image_dataset.py start line: 0 end line: 0 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id: 2455 unit: def emit_tokens_generated() file: assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/utils/events_client.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 2456 unit: def emit_request_concurrency() file: assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/utils/events_client.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 2457 unit: def detect() file: assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/parallel/congestion.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 2458 unit: def __init__() file: assets/aml-benchmark/components/src/aml_benchmark/prompt_crafter/package/prompt_crafter.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 2459 unit: def log_aggregates() file: 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2929 unit: def teardown_config() file: assets/training/model_management/environments/mlflow-model-inference/context/mlmonitoring/config/config.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 0 id: 2930 unit: def get_config() file: assets/training/model_management/environments/mlflow-model-inference/context/mlmonitoring/config/config.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 0 id: 2931 unit: def get_worker() file: assets/training/model_management/environments/mlflow-model-inference/context/mlmonitoring/worker/worker.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 0 id: 2932 unit: def __init__() file: assets/training/model_management/environments/mlflow-model-inference/context/mlmonitoring/payload/logdata.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 2933 unit: def get_queue() file: 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LOC McCabe index: 1 number of parameters: 0 id: 2938 unit: def validate_common_args() file: assets/training/model_evaluation/src/validation.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 2939 unit: def read_image() file: assets/training/model_evaluation/src/image_dataset.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 2940 unit: def predict() file: assets/training/model_evaluation/src/task_factory/text/regression.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 2941 unit: def predict() file: assets/training/model_evaluation/src/task_factory/text/classification.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 2942 unit: def predict_proba() file: assets/training/model_evaluation/src/task_factory/text/classification.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 2943 unit: def __exit__() file: 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index: 1 number of parameters: 1 id: 3052 unit: def __init__() file: assets/batch_score/components/driver/src/batch_score/common/telemetry/trace_configs.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 3053 unit: def setup_minibatch_aggregator_event_handlers() file: assets/batch_score/components/driver/src/batch_score/common/telemetry/event_listeners/minibatch_aggregator_event_listener.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 0 id: 3054 unit: def teardown_minibatch_aggregator_event_handlers() file: assets/batch_score/components/driver/src/batch_score/common/telemetry/event_listeners/minibatch_aggregator_event_listener.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 0 id: 3055 unit: def filter() file: assets/batch_score/components/driver/src/batch_score/common/telemetry/logging_utils.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 3056 unit: def 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assets/model_monitoring/components/src/model_performance_metrics/data_reader.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 2 id: 3748 unit: def __init__() file: assets/model_monitoring/components/src/model_performance_metrics/data_reader.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 3749 unit: def log_time_and_message() file: assets/model_monitoring/components/src/model_performance_metrics/utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 3750 unit: def _genai_uri_folder_to_enlarged_spans() file: assets/model_monitoring/components/src/model_data_collector_preprocessor/genai_run.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 3751 unit: def _raw_mdc_uri_folder_to_mltable() file: assets/model_monitoring/components/src/model_data_collector_preprocessor/run.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 3752 unit: def has_completion_count() file: assets/model_monitoring/components/src/genai_token_statistics_compute_metrics/metrics_processor.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 3753 unit: def get_column_value_frequency() file: assets/model_monitoring/components/src/data_drift_compute_metrics/categorical_data_drift_metrics.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 3754 unit: def create_frequency_arrays_of_all_categories() file: assets/model_monitoring/components/src/data_drift_compute_metrics/categorical_data_drift_metrics.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 3755 unit: def _chisquaretest() file: assets/model_monitoring/components/src/data_drift_compute_metrics/categorical_data_drift_metrics.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 3756 unit: def _map_production_df_columns_with_bins() file: 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line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 3761 unit: def __init__() file: assets/model_monitoring/components/src/model_monitor_metric_outputter/runmetrics_publisher.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 3762 unit: def __init__() file: assets/model_monitoring/components/src/model_monitor_metric_outputter/runmetric_client.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 3763 unit: def _get_experiment_id() file: assets/model_monitoring/components/src/model_monitor_metric_outputter/runmetric_client.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 3764 unit: def _create_filter_query() file: assets/model_monitoring/components/src/model_monitor_metric_outputter/runmetric_client.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 3765 unit: def _generate_filter() file: 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McCabe index: 1 number of parameters: 2 id: 3770 unit: def get_samples_dict() file: assets/model_monitoring/components/src/model_monitor_metric_outputter/builder/samples_output_builder.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 3771 unit: def get_features() file: assets/model_monitoring/components/src/model_monitor_output_metrics/builders/histogram_builder.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 3772 unit: def to_dict() file: assets/model_monitoring/components/src/model_monitor_output_metrics/entities/signals/signal.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 3773 unit: def publish_metrics() file: assets/model_monitoring/components/src/model_monitor_output_metrics/entities/signals/prediction_drift_signal.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 3774 unit: def _build_feature_metrics() file: 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assets/model_monitoring/components/src/model_monitor_output_metrics/entities/signals/feature_attribution_drift_signal.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 3779 unit: def publish_metrics() file: assets/model_monitoring/components/src/model_monitor_output_metrics/entities/signals/data_drift_signal.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 3780 unit: def _build_feature_metrics() file: assets/model_monitoring/components/src/model_monitor_output_metrics/entities/signals/data_drift_signal.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 3781 unit: def has_value() file: assets/model_monitoring/components/src/model_monitor_output_metrics/entities/row_count_metrics.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 1 id: 3782 unit: def select() file: 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3791 unit: def log_time_and_message() file: assets/model_monitoring/components/src/feature_importance_metrics/feature_importance_utilities.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 3792 unit: def get_unique_column_name() file: assets/model_monitoring/components/src/feature_importance_metrics/compute_feature_importance.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 3793 unit: def drop_correlation_id_row() file: assets/model_monitoring/components/src/feature_importance_metrics/compute_feature_attribution_drift.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 3794 unit: def get_feature_columns() file: assets/model_monitoring/components/src/feature_importance_metrics/compute_feature_attribution_drift.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 3795 unit: def ground_truth_column_name() file: 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McCabe index: 1 number of parameters: 2 id: 3800 unit: def resolve_configuration() file: assets/aml-benchmark/components/src/aml_benchmark/dataset_downloader/main.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 3801 unit: def resolve_split() file: assets/aml-benchmark/components/src/aml_benchmark/dataset_downloader/main.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 3802 unit: def download_dataset_from_hf() file: assets/aml-benchmark/components/src/aml_benchmark/dataset_downloader/main.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 3803 unit: def __init__() file: assets/aml-benchmark/components/src/aml_benchmark/dataset_downloader/vision_dataset_adapter.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 3804 unit: def get_label() file: assets/aml-benchmark/components/src/aml_benchmark/dataset_downloader/vision_dataset_adapter.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 3805 unit: def get_pil_image() file: assets/aml-benchmark/components/src/aml_benchmark/dataset_downloader/vision_dataset_adapter.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 3806 unit: def __init__() file: assets/aml-benchmark/components/src/aml_benchmark/dataset_downloader/vision_dataset_adapter.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 3807 unit: def get_label() file: assets/aml-benchmark/components/src/aml_benchmark/dataset_downloader/vision_dataset_adapter.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 3808 unit: def get_pil_image() file: assets/aml-benchmark/components/src/aml_benchmark/dataset_downloader/vision_dataset_adapter.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 3809 unit: def __init__() file: 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end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 4084 unit: def estimate_response_cost() file: assets/batch_score/components/driver/src/batch_score/batch_pool/quota/estimators/dv3_estimator.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 4085 unit: def _get_prompt() file: assets/batch_score/components/driver/src/batch_score/batch_pool/quota/estimators/dv3_estimator.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 4086 unit: def __calc_tokens_for_one_prompt() file: assets/batch_score/components/driver/src/batch_score/batch_pool/quota/estimators/dv3_estimator.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 4087 unit: def __calc_tokens_for_batch() file: assets/batch_score/components/driver/src/batch_score/batch_pool/quota/estimators/dv3_estimator.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 2 id: 4088 unit: def estimate_request_cost() file: assets/batch_score/components/driver/src/batch_score/batch_pool/quota/estimators/quota_estimator.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 4089 unit: def estimate_response_cost() file: assets/batch_score/components/driver/src/batch_score/batch_pool/quota/estimators/quota_estimator.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 4090 unit: def estimate_request_cost() file: assets/batch_score/components/driver/src/batch_score/batch_pool/quota/estimators/vesta_estimator.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 4091 unit: def estimate_response_cost() file: assets/batch_score/components/driver/src/batch_score/batch_pool/quota/estimators/vesta_estimator.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 4092 unit: def estimate_response_cost() file: 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4097 unit: def __init__() file: assets/batch_score/components/driver/src/batch_score/batch_pool/quota/quota_client.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 4098 unit: def __init__() file: assets/batch_score/components/driver/src/batch_score/batch_pool/routing/routing_client.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 4099 unit: def get_client_setting() file: assets/batch_score/components/driver/src/batch_score/batch_pool/routing/routing_client.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 4100 unit: def __init__() file: assets/batch_score/components/driver/src/batch_score/mir/scoring/mir_http_response_handler.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 4101 unit: def __init__() file: assets/batch_score/components/driver/dev/routing_simulator.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 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