Path	Lines of Code
assets/Langchain/environments/general-langchain-app-deployment/asset.yaml	6
assets/Langchain/environments/general-langchain-app-deployment/environment.yaml	14
assets/Langchain/environments/general-langchain-app-deployment/spec.yaml	18
assets/aistudio/environments/ai_studio_dev/asset.yaml	6
assets/aistudio/environments/ai_studio_dev/environment.yaml	12
assets/aistudio/environments/ai_studio_dev/spec.yaml	10
assets/aml-benchmark/components/batch_benchmark_config_generator/asset.yaml	8
assets/aml-benchmark/components/batch_benchmark_config_generator/spec.yaml	103
assets/aml-benchmark/components/benchmark_embedding_model/asset.yaml	8
assets/aml-benchmark/components/benchmark_embedding_model/spec.yaml	67
assets/aml-benchmark/components/src/aml_benchmark/__init__.py	1
assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/__init__.py	5
assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/__init__.py	1
assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/header_handlers/__init__.py	1
assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/header_handlers/claude/__init__.py	1
assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/header_handlers/claude/claude_header_handler.py	39
assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/header_handlers/header_handler.py	47
assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/header_handlers/meds/__init__.py	1
assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/header_handlers/meds/meds_header_handler.py	15
assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/header_handlers/oai/__init__.py	1
assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/header_handlers/oai/oai_header_handler.py	40
assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/header_handlers/oss/__init__.py	1
assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/header_handlers/oss/oss_header_handler.py	44
assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/main.py	315
assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/parallel/__init__.py	1
assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/parallel/adjustment.py	66
assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/parallel/conductor.py	131
assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/parallel/congestion.py	119
assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/parallel/request_metrics.py	39
assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/parallel/worker.py	163
assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/parallel_driver.py	47
assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/request_modification/__init__.py	1
assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/request_modification/input_transformer.py	14
assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/request_modification/modifiers/__init__.py	1
assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/request_modification/modifiers/request_modifier.py	11
assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/sequential.py	93
assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/utils/__init__.py	1
assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/utils/common/__init__.py	1
assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/utils/common/common.py	67
assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/utils/common/constants.py	8
assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/utils/common/json_encoder_extensions.py	41
assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/utils/error_definitions.py	12
assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/utils/error_strings.py	5
assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/utils/events_client.py	238
assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/utils/exceptions.py	9
assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/utils/logging_utils.py	102
assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/utils/routing_utils.py	19
assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/utils/scoring_client.py	251
assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/utils/scoring_request.py	49
assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/utils/scoring_result.py	54
assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/utils/scoring_utils.py	20
assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/utils/segmented_score_context.py	126
assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/utils/tally_failed_request_handler.py	32
assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/utils/token_provider.py	52
assets/aml-benchmark/components/src/aml_benchmark/batch_benchmark_score/batch_score/utils/trace_configs.py	71
assets/aml-benchmark/components/src/aml_benchmark/batch_config_generator/__init__.py	5
assets/aml-benchmark/components/src/aml_benchmark/batch_config_generator/main.py	277
assets/aml-benchmark/components/src/aml_benchmark/batch_inference_preparer/__init__.py	5
assets/aml-benchmark/components/src/aml_benchmark/batch_inference_preparer/endpoint_data_preparer.py	93
assets/aml-benchmark/components/src/aml_benchmark/batch_inference_preparer/main.py	117
assets/aml-benchmark/components/src/aml_benchmark/batch_output_formatter/__init__.py	5
assets/aml-benchmark/components/src/aml_benchmark/batch_output_formatter/main.py	201
assets/aml-benchmark/components/src/aml_benchmark/batch_output_formatter/result_converters.py	278
assets/aml-benchmark/components/src/aml_benchmark/batch_resource_manager/__init__.py	5
assets/aml-benchmark/components/src/aml_benchmark/batch_resource_manager/main.py	450
assets/aml-benchmark/components/src/aml_benchmark/benchmark_embedding_model/__init__.py	5
assets/aml-benchmark/components/src/aml_benchmark/benchmark_embedding_model/deployments/abstract_deployment.py	52
assets/aml-benchmark/components/src/aml_benchmark/benchmark_embedding_model/deployments/aoai_deployment.py	23
assets/aml-benchmark/components/src/aml_benchmark/benchmark_embedding_model/deployments/deployment_factory.py	47
assets/aml-benchmark/components/src/aml_benchmark/benchmark_embedding_model/deployments/oai_deployment.py	59
assets/aml-benchmark/components/src/aml_benchmark/benchmark_embedding_model/deployments/oss_deployment.py	64
assets/aml-benchmark/components/src/aml_benchmark/benchmark_embedding_model/deployments/oss_maap_deployment.py	24
assets/aml-benchmark/components/src/aml_benchmark/benchmark_embedding_model/deployments/oss_maas_deployment.py	13
assets/aml-benchmark/components/src/aml_benchmark/benchmark_embedding_model/main.py	199
assets/aml-benchmark/components/src/aml_benchmark/benchmark_embedding_model/utils/__init__.py	1
assets/aml-benchmark/components/src/aml_benchmark/benchmark_embedding_model/utils/constants.py	12
assets/aml-benchmark/components/src/aml_benchmark/benchmark_result_aggregator/__init__.py	5
assets/aml-benchmark/components/src/aml_benchmark/benchmark_result_aggregator/main.py	242
assets/aml-benchmark/components/src/aml_benchmark/compute_performance_metrics/__init__.py	5
assets/aml-benchmark/components/src/aml_benchmark/compute_performance_metrics/main.py	393
assets/aml-benchmark/components/src/aml_benchmark/dataset_downloader/__init__.py	5
assets/aml-benchmark/components/src/aml_benchmark/dataset_downloader/main.py	240
assets/aml-benchmark/components/src/aml_benchmark/dataset_downloader/vision_dataset_adapter.py	73
assets/aml-benchmark/components/src/aml_benchmark/dataset_preprocessor/__init__.py	5
assets/aml-benchmark/components/src/aml_benchmark/dataset_preprocessor/dataset_preprocessor.py	134
assets/aml-benchmark/components/src/aml_benchmark/dataset_preprocessor/main.py	79
assets/aml-benchmark/components/src/aml_benchmark/dataset_sampler/__init__.py	5
assets/aml-benchmark/components/src/aml_benchmark/dataset_sampler/main.py	228
assets/aml-benchmark/components/src/aml_benchmark/inference_postprocessor/__init__.py	5
assets/aml-benchmark/components/src/aml_benchmark/inference_postprocessor/inference_postprocessor.py	404
assets/aml-benchmark/components/src/aml_benchmark/inference_postprocessor/main.py	199
assets/aml-benchmark/components/src/aml_benchmark/prompt_crafter/__init__.py	5
assets/aml-benchmark/components/src/aml_benchmark/prompt_crafter/main.py	165
assets/aml-benchmark/components/src/aml_benchmark/prompt_crafter/package/__init__.py	1
assets/aml-benchmark/components/src/aml_benchmark/prompt_crafter/package/checksum.py	18
assets/aml-benchmark/components/src/aml_benchmark/prompt_crafter/package/prompt.py	41
assets/aml-benchmark/components/src/aml_benchmark/prompt_crafter/package/prompt_crafter.py	161
assets/aml-benchmark/components/src/aml_benchmark/prompt_crafter/package/prompt_factory.py	288
assets/aml-benchmark/components/src/aml_benchmark/utils/__init__.py	1
assets/aml-benchmark/components/src/aml_benchmark/utils/aml_run.py	102
assets/aml-benchmark/components/src/aml_benchmark/utils/aml_run_utils.py	130
assets/aml-benchmark/components/src/aml_benchmark/utils/constants.py	96
assets/aml-benchmark/components/src/aml_benchmark/utils/error_definitions.py	15
assets/aml-benchmark/components/src/aml_benchmark/utils/error_strings.py	5
assets/aml-benchmark/components/src/aml_benchmark/utils/exceptions.py	55
assets/aml-benchmark/components/src/aml_benchmark/utils/helper.py	151
assets/aml-benchmark/components/src/aml_benchmark/utils/io.py	122
assets/aml-benchmark/components/src/aml_benchmark/utils/logging.py	251
assets/aml-benchmark/components/src/aml_benchmark/utils/online_endpoint/__init__.py	1
assets/aml-benchmark/components/src/aml_benchmark/utils/online_endpoint/aoai_online_endpoint.py	249
assets/aml-benchmark/components/src/aml_benchmark/utils/online_endpoint/authentication_manager.py	31
assets/aml-benchmark/components/src/aml_benchmark/utils/online_endpoint/claude_online_endpoint.py	135
assets/aml-benchmark/components/src/aml_benchmark/utils/online_endpoint/endpoint_utils.py	100
assets/aml-benchmark/components/src/aml_benchmark/utils/online_endpoint/online_endpoint.py	321
assets/aml-benchmark/components/src/aml_benchmark/utils/online_endpoint/online_endpoint_factory.py	72
assets/aml-benchmark/components/src/aml_benchmark/utils/online_endpoint/online_endpoint_model.py	150
assets/aml-benchmark/components/src/aml_benchmark/utils/online_endpoint/oss_online_endpoint.py	222
assets/aml-benchmark/components/src/setup.py	24
assets/aml-benchmark/dev_conda_env.yaml	26
assets/aml-benchmark/environments/evaluation/asset.yaml	6
assets/aml-benchmark/environments/evaluation/context/conda.yaml	19
assets/aml-benchmark/environments/evaluation/environment.yaml	12
assets/aml-benchmark/environments/evaluation/spec.yaml	11
assets/aml-benchmark/scripts/_internal/upgrade_components.py	207
assets/aml-benchmark/scripts/custom_dataset_preprocessors/base_preprocessor_template.py	40
assets/aml-benchmark/scripts/custom_dataset_preprocessors/hellaswag_hf.py	53
assets/aml-benchmark/scripts/custom_dataset_preprocessors/math_preprocessor.py	193
assets/aml-benchmark/scripts/custom_dataset_preprocessors/quac_textgen_babel.py	73
assets/aml-benchmark/scripts/custom_dataset_preprocessors/truthfulqa_hf.py	67
assets/aml-benchmark/scripts/custom_inference_postprocessors/base_postprocessor_template.py	87
assets/aml-benchmark/scripts/custom_inference_postprocessors/humaneval.py	214
assets/aml-benchmark/scripts/data_loaders/agieval.py	116
assets/aml-benchmark/scripts/data_loaders/gsm8k_static_shots.py	98
assets/aml-benchmark/scripts/data_loaders/math.py	66
assets/aml-benchmark/scripts/data_loaders/mmlu.py	140
assets/aml-benchmark/scripts/data_loaders/mscoco.py	881
assets/aml-benchmark/scripts/data_loaders/squad_v2_static_shots.py	56
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assets/batch_score/components/driver/dev/batch_score_simulator.py	50
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