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file:      deploy_and_monitor/sm-multi_container_endpoint_direct_invocation/utils/mnist.py
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size: 17 LOC
McCabe index: 5
number of parameters: 2

id: 735
unit: def __draw_legend()
file:  archived/rl_traveling_salesman_vehicle_routing_coach/src/VRP_view_2D.py
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end line: 0
size: 17 LOC
McCabe index: 1
number of parameters: 1

id: 736
unit: def read_list()
file:  archived/visual_object_detection/src/im2rec.py
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end line: 0
size: 17 LOC
McCabe index: 7
number of parameters: 1

id: 737
unit: def create_s3_endpoint_manually()
file:  archived/rl_gamerserver_ray/common/markdown_helper.py
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end line: 0
size: 17 LOC
McCabe index: 1
number of parameters: 2

id: 738
unit: def _wait_for_cf_stack_create_to_complete()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/resource_manager.py
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size: 17 LOC
McCabe index: 2
number of parameters: 1

id: 739
unit: def _wait_for_cf_stack_update_to_complete()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/resource_manager.py
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end line: 0
size: 17 LOC
McCabe index: 2
number of parameters: 1

id: 740
unit: def join_ray_cluster()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/ray_launcher.py
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size: 17 LOC
McCabe index: 3
number of parameters: 3

id: 741
unit: def create_tf_serving_model()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/ray_launcher.py
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size: 17 LOC
McCabe index: 2
number of parameters: 3

id: 742
unit: def mask_tokens()
file:  archived/language-modeling/scripts/run_mlm.py
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end line: 0
size: 17 LOC
McCabe index: 2
number of parameters: 4

id: 743
unit: def model_fn()
file:  archived/rl_mountain_car_coach_gymEnv/src/deploy-mxnet-coach.py
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size: 17 LOC
McCabe index: 9
number of parameters: 1

id: 744
unit: def __init__()
file:  archived/inference-benchmarking/benchmarking/runner.py
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size: 17 LOC
McCabe index: 1
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id: 745
unit: public ResponseEntity loadModel()
file:  archived/JPMML_Models_SageMaker/src/main/java/ro/edu/aws/sgm/inference/pmml/randomforest/entrypoint/SGMController.java
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end line: 112
size: 17 LOC
McCabe index: 3
number of parameters: 1

id: 746
unit: def get_vehicle_damage_detection_model_package_arn()
file:  archived/automating_auto_insurance_claim_processing/src/model_package_arns.py
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size: 17 LOC
McCabe index: 1
number of parameters: 1

id: 747
unit: def get_vehicle_recognition_model_package_arn()
file:  archived/automating_auto_insurance_claim_processing/src/model_package_arns.py
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size: 17 LOC
McCabe index: 1
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id: 748
unit: def model_fn()
file:  archived/rl_hvac_coach_energyplus/src/deploy-mxnet-coach.py
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McCabe index: 9
number of parameters: 1

id: 749
unit: def handle()
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McCabe index: 4
number of parameters: 1

id: 750
unit: def __init__()
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McCabe index: 1
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unit: def __init__()
file:  archived/workshops/lab2-stable-diffusion/model/pipeline_stable_diffusion_pagination_ait.py
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McCabe index: 1
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id: 752
unit: def execute()
file:  archived/workshops/lab2-stable-diffusion/models/sd_base/1/model.py
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McCabe index: 4
number of parameters: 2

id: 753
unit: def __init__()
file:  archived/bandits_statlog_vw_customEnv/sim_app/statlog_sim_app.py
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size: 17 LOC
McCabe index: 1
number of parameters: 2

id: 754
unit: def __init__()
file:  archived/fraud_detection_using_graph_neural_networks/sagemaker_graph_fraud_detection/dgl_fraud_detection/model/mxnet.py
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size: 17 LOC
McCabe index: 2
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id: 755
unit: def __init__()
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McCabe index: 2
number of parameters: 9

id: 756
unit: def get_features()
file:  archived/fraud_detection_using_graph_neural_networks/sagemaker_graph_fraud_detection/dgl_fraud_detection/data.py
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size: 17 LOC
McCabe index: 3
number of parameters: 2

id: 757
unit: def get_algorithm_arn()
file:  archived/amazon_demo_product/src/scikit_product_arns.py
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size: 17 LOC
McCabe index: 1
number of parameters: 1

id: 758
unit: def split_dataset()
file:  archived/rapids_bring_your_own/code/workflows/MLWorkflowMultiCPU.py
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size: 17 LOC
McCabe index: 3
number of parameters: 3

id: 759
unit: def ingest_data()
file:  archived/rapids_bring_your_own/code/workflows/MLWorkflowMultiGPU.py
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size: 17 LOC
McCabe index: 4
number of parameters: 1

id: 760
unit: def fit()
file:  archived/rapids_bring_your_own/code/workflows/MLWorkflowSingleGPU.py
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size: 17 LOC
McCabe index: 3
number of parameters: 3

id: 761
unit: def mnist_to_numpy()
file:  archived/pytorch/utils/mnist.py
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size: 17 LOC
McCabe index: 5
number of parameters: 2

id: 762
unit: def get_construction_worker_model_package_arn()
file:  archived/improving_industrial_workplace_safety/src/model_package_arns.py
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size: 17 LOC
McCabe index: 1
number of parameters: 1

id: 763
unit: def get_machine_detection_model_package_arn()
file:  archived/improving_industrial_workplace_safety/src/model_package_arns.py
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size: 17 LOC
McCabe index: 1
number of parameters: 1

id: 764
unit: def get_ppe_detection_model_package_arn()
file:  archived/improving_industrial_workplace_safety/src/model_package_arns.py
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size: 17 LOC
McCabe index: 1
number of parameters: 1

id: 765
unit: def get_hard_hat_detection_model_package_arn()
file:  archived/improving_industrial_workplace_safety/src/model_package_arns.py
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size: 17 LOC
McCabe index: 1
number of parameters: 1

id: 766
unit: def get_val_data()
file:  archived/object_detection_with_tensorflow_and_tfrecords/code/train.py
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size: 17 LOC
McCabe index: 3
number of parameters: 2

id: 767
unit: def get_algorithm_arn()
file:  archived/AutoML_-_Train_multiple_models_in_parallel/src/algorithm_arns.py
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size: 17 LOC
McCabe index: 1
number of parameters: 1

id: 768
unit: def predict_fn()
file:  archived/sm-train_a_pytorch_model/code/deploy_ei.py
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end line: 0
size: 17 LOC
McCabe index: 6
number of parameters: 2

id: 769
unit: def test()
file:  archived/sm-train_a_pytorch_model/mnist.py
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size: 17 LOC
McCabe index: 2
number of parameters: 3

id: 770
unit: def test()
file:  archived/pytorch_smdataparallel_mnist_demo/code/train_pytorch_smdataparallel_mnist.py
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size: 17 LOC
McCabe index: 2
number of parameters: 3

id: 771
unit: def load_pascal()
file:  archived/gluoncv_yolo_neo/tools/prepare_dataset.py
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size: 17 LOC
McCabe index: 9
number of parameters: 4

id: 772
unit: def test()
file:  archived/training_pipeline_pytorch_mnist/code/mnist.py
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size: 17 LOC
McCabe index: 2
number of parameters: 3

id: 773
unit: def __init__()
file:  archived/falcon/configuration_RW.py
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size: 17 LOC
McCabe index: 1
number of parameters: 0

id: 774
unit: def validate_job_dependencies()
file:  archived/multi_modal_parallel_sagemaker_labeling_workflows_with_step_functions/src/lambda_src/api_batch_create/main.py
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size: 17 LOC
McCabe index: 7
number of parameters: 1

id: 775
unit: def get_batches_by_type_status()
file:  archived/multi_modal_parallel_sagemaker_labeling_workflows_with_step_functions/src/lambda_src/shared/db.py
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size: 17 LOC
McCabe index: 3
number of parameters: 2

id: 776
unit: def ui_config()
file:  archived/multi_modal_parallel_sagemaker_labeling_workflows_with_step_functions/src/lambda_src/shared/label_arn.py
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size: 17 LOC
McCabe index: 1
number of parameters: 2

id: 777
unit: def render()
file:  archived/sagemaker-lineage/visualizer.py
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end line: 0
size: 17 LOC
McCabe index: 4
number of parameters: 3

id: 778
unit: def model_fn()
file:  archived/mxnet_distributed_mnist_neo_inf1/mnist.py
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size: 17 LOC
McCabe index: 3
number of parameters: 1

id: 779
unit: def setup()
file:  archived/Text_Classification_BERT/scripts/train_bert.py
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size: 17 LOC
McCabe index: 3
number of parameters: 2

id: 780
unit: def intervention()
file:  archived/causal-inference/container/causal_nex/predictor.py
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size: 17 LOC
McCabe index: 3
number of parameters: 2

id: 781
unit: def invoke_at_step()
file:  archived/sagemaker-debugger/pytorch_iterative_model_pruning/custom_rule/check_accuracy.py
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size: 17 LOC
McCabe index: 3
number of parameters: 2

id: 782
unit: def predict_fn()
file:     generative_ai/sm-finetuning_huggingface_with_your_own_scripts_and_data/source/inference.py
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size: 17 LOC
McCabe index: 4
number of parameters: 2

id: 783
unit: def assumed_role_session()
file:    ml_ops/sm-datazone_import/import-sagemaker-domain.py
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size: 17 LOC
McCabe index: 2
number of parameters: 3

id: 784
unit: def _tag_sm_domain()
file:    ml_ops/sm-datazone_import/import-sagemaker-domain.py
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size: 17 LOC
McCabe index: 2
number of parameters: 1

id: 785
unit: def _select_dz_project()
file:    ml_ops/sm-datazone_import/offboard-sagemaker-domain.py
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size: 17 LOC
McCabe index: 2
number of parameters: 1

id: 786
unit: def __init__()
file:        prepare_data/sm-ground_truth_object_detection_example/ground_truth_od.py
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end line: 0
size: 17 LOC
McCabe index: 2
number of parameters: 4

id: 787
unit: def transformation()
file:       build_and_train_models/sm-marketplace_building_your_own_container_as_package/container/decision_trees/predictor.py
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end line: 0
size: 16 LOC
McCabe index: 2
number of parameters: 0

id: 788
unit: def add_DatasetFeedServicer_to_server()
file:       build_and_train_models/sm-heterogeneous_clusters_for_model_training/code/dataset_feed_pb2_grpc.py
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size: 16 LOC
McCabe index: 1
number of parameters: 2

id: 789
unit: def __read_examples()
file:       build_and_train_models/sm-distributed_model_parallel_v2/shared-scripts/data/dataset/gpt_dataset.py
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size: 16 LOC
McCabe index: 8
number of parameters: 2

id: 790
unit: def generate_user_login_events()
file:       build_and_train_models/sm-introduction_to_ip_insights/generate_data.py
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size: 16 LOC
McCabe index: 8
number of parameters: 3

id: 791
unit: def transformation()
file:       build_and_train_models/sm-scikit_build_your_own_container/container/decision_trees/predictor.py
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size: 16 LOC
McCabe index: 2
number of parameters: 0

id: 792
unit: def main()
file:      deploy_and_monitor/sm-multi_cloud_deployment_with_onnx/pytorch/functionapp/mnist-onnx/function_app.py
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size: 16 LOC
McCabe index: 4
number of parameters: 1

id: 793
unit: def _get_gpt_neox_config_from_args()
file:  archived/smp-train-gptj-sharded-data-parallel-tp/model_config.py
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end line: 0
size: 16 LOC
McCabe index: 1
number of parameters: 1

id: 794
unit: def get_data()
file:  archived/end_to_end_music_recommendation/code/demo_helpers.py
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size: 16 LOC
McCabe index: 6
number of parameters: 5

id: 795
unit: def _get_gpt_neox_config_from_args()
file:  archived/smp-train-gpt-neox-sharded-data-parallel/model_config.py
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size: 16 LOC
McCabe index: 1
number of parameters: 1

id: 796
unit: def mask_bert()
file:  archived/nas_for_llm_with_amt/mask/mask_bert.py
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size: 16 LOC
McCabe index: 4
number of parameters: 3

id: 797
unit: def __init__()
file:  archived/nas_for_llm_with_amt/sampling.py
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size: 16 LOC
McCabe index: 4
number of parameters: 3

id: 798
unit: def sagemaker_argparser()
file:  archived/rl_traveling_salesman_vehicle_routing_coach/src/evaluate-coach.py
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size: 16 LOC
McCabe index: 1
number of parameters: 1

id: 799
unit: def _get_hashable_state()
file:  archived/rl_traveling_salesman_vehicle_routing_coach/src/VRP_baseline_utils.py
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size: 16 LOC
McCabe index: 3
number of parameters: 2

id: 800
unit: def __place_restaurants()
file:  archived/rl_traveling_salesman_vehicle_routing_coach/src/VRP_abstract_env.py
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size: 16 LOC
McCabe index: 6
number of parameters: 1

id: 801
unit: def __create_state()
file:  archived/rl_traveling_salesman_vehicle_routing_coach/src/VRP_abstract_env.py
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size: 16 LOC
McCabe index: 1
number of parameters: 1

id: 802
unit: def __place_restaurants()
file:  archived/rl_traveling_salesman_vehicle_routing_coach/src/VRP_env.py
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size: 16 LOC
McCabe index: 6
number of parameters: 1

id: 803
unit: def __create_state()
file:  archived/rl_traveling_salesman_vehicle_routing_coach/src/VRP_env.py
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size: 16 LOC
McCabe index: 1
number of parameters: 1

id: 804
unit: def _start_query()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/workflow/manager/join_manager.py
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size: 16 LOC
McCabe index: 2
number of parameters: 3

id: 805
unit: def to_ddb_record()
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size: 16 LOC
McCabe index: 1
number of parameters: 1

id: 806
unit: def load_from_ddb_record()
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size: 16 LOC
McCabe index: 1
number of parameters: 2

id: 807
unit: def ppo_continuous_outputs()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/onnx_utils.py
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size: 16 LOC
McCabe index: 3
number of parameters: 1

id: 808
unit: def _predict()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/stable_baselines_launcher.py
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size: 16 LOC
McCabe index: 3
number of parameters: 3

id: 809
unit: def _autotype()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/configuration_list.py
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size: 16 LOC
McCabe index: 6
number of parameters: 2

id: 810
unit: def predict_fn()
file:  archived/sagemaker_pytorch_model_zoo/inference.py
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size: 16 LOC
McCabe index: 3
number of parameters: 2

id: 811
unit: def _train()
file:  archived/pytorch_extend_container_train_deploy_bertopic/container/bert-topic/bert-topic.py
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size: 16 LOC
McCabe index: 3
number of parameters: 1

id: 812
unit: def _train()
file:  archived/pytorch_extend_container_train_deploy_bertopic/container/bert-topic-byoreq/bert-topic.py
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size: 16 LOC
McCabe index: 3
number of parameters: 1

id: 813
unit: def start_eoj()
file:  archived/geospatial/geospatial-pipelines/assets/eoj_pipeline_lambda.py
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end line: 0
size: 16 LOC
McCabe index: 3
number of parameters: 1

id: 814
unit: def sagemaker_argparser()
file:  archived/rl_mountain_car_coach_gymEnv/src/evaluate-coach.py
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size: 16 LOC
McCabe index: 1
number of parameters: 1

id: 815
unit: def map_hyperparameter()
file:  archived/rl_mountain_car_coach_gymEnv/src/train-coach.py
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size: 16 LOC
McCabe index: 2
number of parameters: 3

id: 816
unit: def _get_gpt_neox_config_from_args()
file:  archived/smp-train-t5-sharded-data-parallel/model_config.py
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size: 16 LOC
McCabe index: 1
number of parameters: 1

id: 817
unit: def get_price_per_unit()
file:  archived/inference-benchmarking/benchmarking/clients.py
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end line: 0
size: 16 LOC
McCabe index: 1
number of parameters: 3

id: 818
unit: def sagemaker_argparser()
file:  archived/rl_hvac_coach_energyplus/src/evaluate-coach.py
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size: 16 LOC
McCabe index: 1
number of parameters: 1

id: 819
unit: def add_to_logbook()
file:  archived/credit_card_fraud_detector/env_setup.py
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end line: 0
size: 16 LOC
McCabe index: 7
number of parameters: 2

id: 820
unit: def transformation()
file:  archived/sagemaker-pipeline-multi-model/container/decision_trees/predictor.py
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end line: 0
size: 16 LOC
McCabe index: 2
number of parameters: 0

id: 821
unit: def __call__()
file:  archived/workshops/lab2-stable-diffusion/model/pipeline_stable_diffusion_pagination_ait.py
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size: 16 LOC
McCabe index: 1
number of parameters: 0

id: 822
unit: def initialize()
file:  archived/workshops/lab2-stable-diffusion/model/model.py
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end line: 0
size: 16 LOC
McCabe index: 2
number of parameters: 2

id: 823
unit: def close()
file:  archived/bandits_statlog_vw_customEnv/src/vw_model.py
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end line: 0
size: 16 LOC
McCabe index: 3
number of parameters: 2

id: 824
unit: def describe_model_package()
file:  archived/nlp_mlops_company_sentiment/scripts/model_deploy_v2.py
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end line: 0
size: 16 LOC
McCabe index: 3
number of parameters: 1

id: 825
unit: def __init__()
file:  archived/fraud_detection_using_graph_neural_networks/sagemaker_graph_fraud_detection/dgl_fraud_detection/model/mxnet.py
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size: 16 LOC
McCabe index: 2
number of parameters: 8

id: 826
unit: def __init__()
file:  archived/fraud_detection_using_graph_neural_networks/sagemaker_graph_fraud_detection/dgl_fraud_detection/model/pytorch.py
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size: 16 LOC
McCabe index: 2
number of parameters: 8

id: 827
unit: def _get_train_data_loader()
file:  archived/pytorch_horovod_mnist/code/mnist.py
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end line: 0
size: 16 LOC
McCabe index: 1
number of parameters: 3

id: 828
unit: def _get_test_data_loader()
file:  archived/pytorch_horovod_mnist/code/mnist.py
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end line: 0
size: 16 LOC
McCabe index: 1
number of parameters: 3

id: 829
unit: def find_special_tokens()
file:  archived/identify_key_insights_from_textual_document/containers/relationship_extraction/package/data/semeval.py
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end line: 0
size: 16 LOC
McCabe index: 3
number of parameters: 2

id: 830
unit: def _validate()
file:  archived/identify_key_insights_from_textual_document/containers/relationship_extraction/package/objects.py
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end line: 0
size: 16 LOC
McCabe index: 2
number of parameters: 1

id: 831
unit: def parse_args()
file:  archived/object_detection_with_tensorflow_and_tfrecords/code/train.py
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end line: 0
size: 16 LOC
McCabe index: 2
number of parameters: 0

id: 832
unit: def parse_args()
file:  archived/clarify-explainability-inference-pipelines/training/train_xgboost.py
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end line: 0
size: 16 LOC
McCabe index: 1
number of parameters: 0

id: 833
unit: def _get_gpt_neox_config_from_args()
file:  archived/smp-gpt-sharded-data-parallel/model_config.py
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end line: 0
size: 16 LOC
McCabe index: 1
number of parameters: 1

id: 834
unit: def get_agent_by_category_ddb()
file:  archived/inference_pipeline_custom_containers/containers/postprocessor/docker/code/predictor.py
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end line: 0
size: 16 LOC
McCabe index: 1
number of parameters: 1

id: 835
unit: def _get_gpt_neox_config_from_args()
file:  archived/falcon/model_config.py
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unit: def validate_multi_job_input()
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unit: def lambda_handler()
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id: 840
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unit: def createHypsFile()
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unit: def read_parameters()
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unit: def get_ip_from_host()
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unit: def training_input()
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unit: def get_tokenizer()
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unit: def initializer()
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unit: def compute_stats_of_metric()
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unit: def get_model()
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unit: def save_model_tf()
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id: 860
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unit: init : function()
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id: 865
unit: def __draw_orders()
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id: 866
unit: def write_line()
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id: 867
unit: def query_Type1()
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id: 868
unit: def _update_metrics_from_latest_hosting_update()
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unit: def __init__()
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unit: def __init__()
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unit: def create_dataloaders()
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unit: def main()
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unit: def main()
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unit: def output_fn()
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unit: def create_policy()
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unit: def load_metrics_pandas()
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id: 878
unit: private static String predict()
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id: 879
unit: def reset()
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id: 880
unit: def reset()
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id: 881
unit: def clip_inference()
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unit: def clip_inference()
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unit: def sample_block()
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unit: def _get_mask()
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unit: def evaluate()
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id: 886
unit: def summarize_hpo_results()
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id: 887
unit: def _dataset_parser()
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unit: def parse_file()
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unit: def read_and_decode()
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unit: def get_batch_metadata_by_labeling_job_name()
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McCabe index: 5
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id: 907
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McCabe index: 2
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id: 909
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id: 910
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id: 911
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id: 912
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id: 921
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id: 922
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id: 923
unit: def __init__()
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id: 924
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id: 925
unit: def __receive_order()
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McCabe index: 7
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id: 926
unit: def __receive_order()
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McCabe index: 7
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id: 927
unit: def render()
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id: 928
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McCabe index: 1
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id: 929
unit: def generate_help_for_experiment_manager_permissions()
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McCabe index: 1
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unit: def __init__()
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id: 931
unit: def _create_rewards_table_if_not_exist()
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McCabe index: 1
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id: 933
unit: def clean_resource()
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McCabe index: 2
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unit: def clean_table_records()
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McCabe index: 5
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id: 935
unit: def _close_existing_containers()
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id: 1049
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id: 1068
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id: 1069
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id: 1077
unit: def __init__()
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id: 1078
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id: 1079
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id: 1080
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id: 1081
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id: 1082
unit: def __init__()
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unit: def __init__()
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id: 1084
unit: def load_state_dict()
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id: 1085
unit: def model_fn()
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id: 1086
unit: def __init__()
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id: 1087
unit: def reset()
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id: 1088
unit: def reset()
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id: 1089
unit: def step()
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id: 1090
unit: def get_master_config()
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id: 1091
unit: def last_trained_model_id()
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id: 1092
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id: 1093
unit: def last_hosted_model_id()
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id: 1094
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id: 1095
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id: 1097
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id: 1100
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id: 1102
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id: 1103
unit: def interpret_image_size()
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id: 1104
unit: def attach_policy()
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unit: def __init__()
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unit: def __init__()
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id: 1107
unit: def load_state_dict()
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id: 1108
unit: public ResponseEntity invoke()
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id: 1109
unit: private boolean isMemoryAvailable()
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id: 1110
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unit: def in_logbook()
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id: 1113
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id: 1114
unit: def generate_caption()
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id: 1115
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id: 1116
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id: 1117
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id: 1118
unit: def __init__()
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id: 1119
unit: def save_pr_curve()
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id: 1120
unit: def split_dataset()
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id: 1121
unit: def summarize_choices()
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id: 1122
unit: def process_batch()
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id: 1124
unit: def parse_text()
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id: 1126
unit: def save_model()
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id: 1127
unit: def training_step()
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id: 1128
unit: def __init__()
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unit: def __init__()
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id: 1131
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id: 1132
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id: 1133
unit: def read_next()
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id: 1134
unit: def prune_vocab()
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unit: def __init__()
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id: 1141
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id: 1144
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id: 1145
unit: def close()
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id: 1146
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id: 1461
unit: def save_best_model()
file:  archived/rapids_bring_your_own/code/workflows/MLWorkflowSingleGPU.py
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size: 9 LOC
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id: 1462
unit: def configure_logging()
file:  archived/rapids_bring_your_own/code/train.py
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McCabe index: 1
number of parameters: 0

id: 1463
unit: def timer_decorator()
file:  archived/rapids_bring_your_own/code/MLWorkflow.py
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size: 9 LOC
McCabe index: 1
number of parameters: 1

id: 1464
unit: def num_examples_per_epoch()
file:  archived/keras_script_mode_pipe_mode_horovod/source_dir/cifar10_keras_main.py
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id: 1465
unit: def delete_scaling_policies()
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McCabe index: 2
number of parameters: 3

id: 1466
unit: def analysis_inference_recommender_result()
file:  archived/auto-scaling/result_analysis.py
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McCabe index: 1
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id: 1467
unit: def create_inference_recommender_job()
file:  archived/auto-scaling/inference_recommender.py
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size: 9 LOC
McCabe index: 1
number of parameters: 2

id: 1468
unit: def add_entity_token_to_state()
file:  archived/identify_key_insights_from_textual_document/containers/relationship_extraction/package/data/tokenizers.py
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McCabe index: 1
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id: 1469
unit: def char_to_previous_token()
file:  archived/identify_key_insights_from_textual_document/containers/relationship_extraction/package/data/encoding.py
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id: 1470
unit: def from_json_lines()
file:  archived/identify_key_insights_from_textual_document/containers/relationship_extraction/package/data/io.py
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McCabe index: 2
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id: 1471
unit: def __init__()
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id: 1472
unit: def from_dict()
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McCabe index: 1
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id: 1473
unit: def directed_label()
file:  archived/identify_key_insights_from_textual_document/containers/relationship_extraction/package/objects.py
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McCabe index: 2
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id: 1474
unit: def model_fn()
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id: 1475
unit: def save_params()
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id: 1476
unit: def _check_classes()
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id: 1477
unit: def str2bool()
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id: 1478
unit: def write_recordio()
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id: 1479
unit: def load_dataset()
file:  archived/sagemaker-script-mode/scikitlearn_script/train_deploy_scikitlearn_without_dependencies.py
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id: 1480
unit: def parse_args()
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id: 1481
unit: def forward()
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id: 1482
unit: def forward()
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id: 1483
unit: def lambda_handler()
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id: 1484
unit: def validate_smgt_job_doesnt_exist()
file:  archived/multi_modal_parallel_sagemaker_labeling_workflows_with_step_functions/src/lambda_src/api_batch_create/main.py
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McCabe index: 4
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id: 1485
unit: def insert_processed_input_batch_metadata()
file:  archived/multi_modal_parallel_sagemaker_labeling_workflows_with_step_functions/src/lambda_src/shared/db.py
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id: 1486
unit: def eval_net()
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id: 1487
unit: def _reset()
file:  archived/bandits_recsys_movielens_testbed/src/env.py
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id: 1488
unit: def step()
file:  archived/bandits_recsys_movielens_testbed/src/env.py
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id: 1489
unit: def __init__()
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McCabe index: 1
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id: 1490
unit: def wait_for_feature_group_creation_complete()
file:  archived/fraud_detection/demo_helpers.py
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McCabe index: 3
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id: 1491
unit: def compile_trt_sm_proc()
file:  archived/onnx-roberta-backend/utils/model_utils.py
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id: 1492
unit: def run_load_test()
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id: 1493
unit: def __init__()
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id: 1494
unit: def load_data()
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id: 1495
unit: def build_graph()
file:  archived/mxnet_distributed_mnist_neo_inf1/mnist.py
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id: 1496
unit: def save()
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id: 1497
unit: def save()
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id: 1498
unit: def focus()
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id: 1499
unit: def _create_model()
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id: 1500
unit: def str2bool()
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id: 1501
unit: def compile_trt_sm_proc()
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id: 1502
unit: def run_load_test()
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id: 1503
unit: def main()
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id: 1504
unit: def initialize()
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id: 1505
unit: def buildDataConfig()
file:  archived/pytorch_yolov5_training_and_hpo/yolov5/training-wrapper.py
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id: 1506
unit: def separateimages()
file:  archived/pytorch_yolov5_training_and_hpo/yolov5/training-wrapper.py
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McCabe index: 7
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id: 1507
unit: def model_fn()
file:   responsible_ai/sm-clarify_text_explainability_text_sentiment_analysis/code/inference.py
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id: 1508
unit: def model_fn()
file:   responsible_ai/sm-clarify_natural_language_processing_online_explainability/code/inference.py
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McCabe index: 2
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id: 1509
unit: def visualization_record()
file:   responsible_ai/sm-clarify_natural_language_processing_online_explainability/visualization_utils.py
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McCabe index: 6
number of parameters: 0

id: 1510
unit: def find_all_linear_names()
file:     generative_ai/sm-mixtral_8x7b_fine_tune_and_deploy/scripts/run_clm.py
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McCabe index: 6
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id: 1511
unit: def __get_child_dz_clients()
file:    ml_ops/sm-datazone_import/import-sagemaker-domain.py
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McCabe index: 1
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id: 1512
unit: def _print_results()
file:    ml_ops/sm-datazone_import/offboard-sagemaker-domain.py
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id: 1513
unit: def imread()
file:        prepare_data/sm-ground_truth_object_detection_example/ground_truth_od.py
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McCabe index: 2
number of parameters: 1

id: 1514
unit: def get_label_names_from_s3()
file:        prepare_data/sm-ground_truth_active_learning_workflow_bring_your_own_model/src/ActiveLearning/perform_active_learning.py
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McCabe index: 2
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id: 1515
unit: def make_metadata()
file:        prepare_data/sm-ground_truth_active_learning_workflow_bring_your_own_model/src/ActiveLearning/helper.py
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id: 1516
unit: def get_problem_frames()
file:        prepare_data/sm-ground_truth_video_quality_metrics/quality_metrics_cli.py
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McCabe index: 1
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id: 1517
unit: def __init__()
file:       build_and_train_models/sm-marketplace_building_your_own_container_as_package/src/training_channels.py
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id: 1518
unit: def __init__()
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id: 1519
unit: def __init__()
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id: 1520
unit: def _load_sharded_with_fn()
file:       build_and_train_models/sm-distributed_model_parallel_v2/shared-scripts/checkpoints.py
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id: 1521
unit: def _load_from_disk()
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McCabe index: 1
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id: 1522
unit: def generate_griffiths_data()
file:       build_and_train_models/sm-introduction_to_ntm/generate_example_data.py
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McCabe index: 1
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id: 1523
unit: def forward()
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id: 1524
unit: def load_asn_list()
file:       build_and_train_models/sm-introduction_to_ip_insights/generate_data.py
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id: 1525
unit: def forward()
file:       build_and_train_models/sm-jumpstart_private_model_hub_import/code/inference.py
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McCabe index: 1
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id: 1526
unit: def accuracy()
file:       build_and_train_models/sm-jax_bring_your_own/training_scripts/train_jax.py
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id: 1527
unit: def __init__()
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id: 1528
unit: def __init__()
file:       build_and_train_models/sm-object_detection_birds/tools/birdsOnEdge.py
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McCabe index: 2
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id: 1529
unit: def write_list()
file:       build_and_train_models/sm-object_detection_birds/tools/im2rec.py
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McCabe index: 3
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id: 1530
unit: setIndex : function()
file: _static/kendrasearchtools.js
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McCabe index: 2
number of parameters: 1

id: 1531
unit: def get_scaling_instance_counts()
file:      deploy_and_monitor/sm-app_autoscaling_realtime_endpoints_inference_components/utils/autoscaling.py
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McCabe index: 1
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id: 1532
unit: def dilate_mask()
file:      deploy_and_monitor/sm-mme_with_torchserve/workspace/sam/custom_handler.py
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McCabe index: 1
number of parameters: 3

id: 1533
unit: def dilate_mask()
file:      deploy_and_monitor/sm-mme_with_torchserve/workspace/lama/custom_handler.py
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McCabe index: 1
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id: 1534
unit: def __init__()
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McCabe index: 1
number of parameters: 1

id: 1535
unit: def get_scaling_instance_counts()
file:      deploy_and_monitor/sm-app_autoscaling_realtime_endpoints_step_scaling/utils/autoscaling.py
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McCabe index: 1
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id: 1536
unit: def forward()
file:      deploy_and_monitor/sm-batch_transform_pytorch/model-script/mnist.py
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McCabe index: 1
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id: 1537
unit: def get_scaling_instance_counts()
file:      deploy_and_monitor/sm-app_autoscaling_realtime_endpoints/utils/autoscaling.py
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McCabe index: 1
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id: 1538
unit: def mnist_to_numpy()
file:      deploy_and_monitor/sm-multi_container_endpoint_direct_invocation/tensorflow/code/train.py
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McCabe index: 2
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id: 1539
unit: def forward()
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id: 1540
unit: def forward()
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id: 1541
unit: def __init__()
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McCabe index: 2
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id: 1542
unit: def detect_labels()
file:  archived/streamlit_demo/app.py
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McCabe index: 1
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id: 1543
unit: def _show_env_vars()
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McCabe index: 4
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id: 1544
unit: def build()
file:  archived/single_gpu_single_node/scripts/vit.py
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McCabe index: 1
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id: 1545
unit: def call()
file:  archived/single_gpu_single_node/scripts/vit.py
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McCabe index: 1
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id: 1546
unit: def __init__()
file:  archived/end_to_end_music_recommendation/code/demo_helpers.py
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McCabe index: 1
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id: 1547
unit: def __init__()
file:  archived/end_to_end_music_recommendation/code/parameter_store.py
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McCabe index: 2
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id: 1548
unit: def handle()
file:  archived/multi_model_catboost/container/mme_catboost/model_handler.py
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McCabe index: 1
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id: 1549
unit: def handle()
file:  archived/multi_model_catboost/container/mme_catboost/model_handler.py
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McCabe index: 3
number of parameters: 2

id: 1550
unit: def _show_env_vars()
file:  archived/smp-train-gpt-neox-sharded-data-parallel/train.py
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McCabe index: 4
number of parameters: 1

id: 1551
unit: def _create_mask()
file:  archived/nas_for_llm_with_amt/sampling.py
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McCabe index: 1
number of parameters: 4

id: 1552
unit: def get_training_job_list()
file:  archived/autogluon-tabular/utils/ag_utils.py
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McCabe index: 2
number of parameters: 2

id: 1553
unit: def get_html_text()
file:  archived/autogluon-tabular/utils/ag_utils.py
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McCabe index: 1
number of parameters: 2

id: 1554
unit: def show_ensemble_model()
file:  archived/autogluon-tabular/utils/ag_utils.py
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McCabe index: 2
number of parameters: 1

id: 1555
unit: def __load_input_data()
file:  archived/autogluon-tabular/container-training/train.py
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McCabe index: 2
number of parameters: 1

id: 1556
unit: def _parse_args()
file:  archived/tensorflow_script_mode_training_and_serving/mnist-2.py
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number of parameters: 0

id: 1557
unit: def _parse_args()
file:  archived/tensorflow_script_mode_training_and_serving/mnist.py
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McCabe index: 2
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id: 1558
unit: def create_dist_matrix()
file:  archived/rl_traveling_salesman_vehicle_routing_coach/src/TSP_baseline_utils.py
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McCabe index: 4
number of parameters: 2

id: 1559
unit: def __draw_orders()
file:  archived/rl_traveling_salesman_vehicle_routing_coach/src/TSP_view_2D.py
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McCabe index: 3
number of parameters: 4

id: 1560
unit: def __receive_order()
file:  archived/rl_traveling_salesman_vehicle_routing_coach/src/TSP_env.py
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McCabe index: 5
number of parameters: 1

id: 1561
unit: def binary_mask_to_rle()
file:  archived/distributed_tensorflow_mask_rcnn/container-serving/resources/predict.py
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McCabe index: 4
number of parameters: 2

id: 1562
unit: def binary_mask_to_rle()
file:  archived/distributed_tensorflow_mask_rcnn/container-serving-optimized/resources/predict.py
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McCabe index: 4
number of parameters: 2

id: 1563
unit: def mnist_to_numpy()
file:  archived/tensorflow/code/train.py
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McCabe index: 2
number of parameters: 2

id: 1564
unit: def __init__()
file:  archived/rl_gamerserver_ray/common/env_utils.py
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McCabe index: 1
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id: 1565
unit: def __init__()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/workflow/manager/experiment_manager.py
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unit: def evaluate()
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id: 1567
unit: def load_from_ddb_record()
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id: 1568
unit: def is_train_completed()
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id: 1569
unit: def firehose_bucket()
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unit: def __init__()
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id: 1571
unit: def get_all_model_records_of_experiment()
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id: 1572
unit: def update_model_training_stats()
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id: 1573
unit: def get_all_join_job_records_of_experiment()
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id: 1574
unit: def config_visualization()
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id: 1575
unit: def _run_mpi_on_all_nodes()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/mpi_launcher.py
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id: 1576
unit: def _push()
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id: 1577
unit: def _ecr_login_if_needed()
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id: 1578
unit: def _stream_output()
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id: 1579
unit: def input_fn()
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id: 1580
unit: def res_net_block()
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id: 1581
unit: def __init__()
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unit: def forward()
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id: 1583
unit: def build()
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id: 1584
unit: def call()
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id: 1585
unit: def main()
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id: 1586
unit: def train()
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unit: def _show_env_vars()
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unit: def _run_benchmarking_tests()
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unit: private static PMML createPMMLfromFile()
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id: 1590
unit: public ResponseEntity getModel()
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id: 1591
unit: def model_fn()
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id: 1592
unit: def encode_packet()
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id: 1593
unit: def get_anomaly_prediction()
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id: 1594
unit: def invoke_endpoint()
file:  archived/credit_card_fraud_detector/src/package/generate_endpoint_traffic.py
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id: 1595
unit: def get_sagemaker_mode()
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id: 1596
unit: def build()
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unit: def call()
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unit: def get_pipeline()
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id: 1599
unit: def plot_lda_topics()
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id: 1600
unit: def embed_documents()
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id: 1601
unit: def get_torch_dtype_from_str()
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unit: def encode_images()
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id: 1603
unit: def encode_images()
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unit: def initialize()
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unit: def encode_images()
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unit: def initialize()
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unit: def encode_images()
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unit: def initialize()
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id: 1609
unit: def encode_images()
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unit: def initialize()
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unit: def remove_underrepresented_classes()
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unit: def download_historical_data_from_s3()
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unit: def get_iterator()
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id: 1614
unit: def __init__()
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id: 1615
unit: def forward()
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id: 1616
unit: def forward()
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id: 1617
unit: def get_labels()
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id: 1618
unit: def model_fn()
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unit: def __init__()
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unit: def __init__()
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unit: def validate_region()
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unit: def deregister_scaling()
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id: 1623
unit: def trigger_inference_recommender_job()
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unit: def forward()
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unit: def forward()
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unit: def __init__()
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id: 1627
unit: def forward()
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id: 1628
unit: def model_fn()
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unit: def encode()
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id: 1630
unit: def add_entity_tokens()
file:  archived/identify_key_insights_from_textual_document/containers/relationship_extraction/package/data/tokenizers.py
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unit: def __init__()
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unit: def prepare_sample()
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id: 1633
unit: def prepare_sample()
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id: 1634
unit: def retrieve_available_framework_versions()
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id: 1635
unit: def serialize()
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unit: def serialize()
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id: 1637
unit: def _show_env_vars()
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unit: def _input_fn()
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unit: def __init__()
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unit: def _load_image_set_index()
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unit: def __init__()
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unit: def write_list()
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id: 1645
unit: def change_ts_order()
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id: 1646
unit: def mnist_to_numpy()
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id: 1647
unit: def forward()
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id: 1648
unit: def upload_to_s3()
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id: 1649
unit: def add_vocab_args()
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unit: def build_from_paths()
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unit: def read_worker()
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id: 1652
unit: def build_vocab()
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unit: def mnist_to_numpy()
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id: 1655
unit: def _input_fn()
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id: 1656
unit: def process_new_status()
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id: 1657
unit: def get_batch_description()
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id: 1658
unit: def validate_input_config()
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id: 1659
unit: def hybrid_forward()
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unit: def __init__()
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unit: def forward()
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id: 1662
unit: def transform()
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id: 1663
unit: def __init__()
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id: 1664
unit: def load_feature_names_sentence_transformer()
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id: 1665
unit: def model_fn()
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id: 1666
unit: def predict()
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id: 1667
unit: def get_iterator()
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id: 1668
unit: def update()
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id: 1669
unit: def _improve_answer_span()
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id: 1670
unit: def delete_project_resources()
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unit: def get_validation_specification_json()
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unit: def get_training_specification_dict()
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unit: def test_concurrency_level()
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unit: def build_param_id_to_buffer()
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id: 1734
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id: 1738
unit: def show_leaderboard()
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id: 1739
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id: 1740
unit: def print_files_in_path()
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id: 1741
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id: 1742
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id: 1743
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id: 1756
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McCabe index: 2
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id: 1757
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McCabe index: 2
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id: 1761
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McCabe index: 2
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id: 1764
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id: 1765
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id: 1766
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id: 1769
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id: 1770
unit: def start_single_threaded()
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id: 1771
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McCabe index: 4
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id: 1772
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id: 1773
unit: def step()
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id: 1774
unit: public ResponseEntity  deleteModel()
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McCabe index: 2
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id: 1775
unit: public MemoryStats getMemoryStatistics()
file:  archived/JPMML_Models_SageMaker/src/main/java/ro/edu/aws/sgm/inference/pmml/randomforest/entrypoint/SGMController.java
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McCabe index: 1
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id: 1776
unit: def input_fn()
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McCabe index: 2
number of parameters: 2

id: 1777
unit: def start_single_threaded()
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McCabe index: 1
number of parameters: 4

id: 1778
unit: def build()
file:  archived/rl_hvac_coach_energyplus/src/eplus/envs/socket_builder.py
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McCabe index: 1
number of parameters: 1

id: 1779
unit: def get_free_port()
file:  archived/rl_hvac_coach_energyplus/src/eplus/envs/socket_builder.py
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McCabe index: 1
number of parameters: 1

id: 1780
unit: def encode_packet_simple()
file:  archived/rl_hvac_coach_energyplus/src/eplus/envs/pyEp.py
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size: 7 LOC
McCabe index: 2
number of parameters: 3

id: 1781
unit: def get_current_folder()
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McCabe index: 4
number of parameters: 1

id: 1782
unit: def generate_traffic()
file:  archived/credit_card_fraud_detector/src/package/generate_endpoint_traffic.py
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McCabe index: 4
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id: 1783
unit: def _get_charts()
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id: 1784
unit: def call()
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id: 1785
unit: def attention()
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id: 1786
unit: def generate_griffiths_data()
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id: 1787
unit: def get_pipeline()
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id: 1788
unit: def initialize()
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id: 1789
unit: def process_review()
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McCabe index: 1
number of parameters: 1

id: 1790
unit: def validate_experience()
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id: 1791
unit: def get_experience()
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id: 1792
unit: def _next_file()
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id: 1793
unit: def _xgb_train()
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McCabe index: 2
number of parameters: 6

id: 1794
unit: def get_current_folder()
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id: 1795
unit: def forward()
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id: 1796
unit: def __init__()
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McCabe index: 1
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id: 1797
unit: def forward()
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id: 1798
unit: def forward()
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id: 1799
unit: def get_model_predictions()
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McCabe index: 2
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id: 1800
unit: def save_prediction()
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id: 1801
unit: def input_fn()
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McCabe index: 2
number of parameters: 2

id: 1802
unit: def input_fn()
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McCabe index: 2
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id: 1803
unit: def model_fn()
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McCabe index: 1
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id: 1804
unit: def input_fn()
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McCabe index: 2
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id: 1805
unit: def emit_final_score()
file:  archived/rapids_bring_your_own/code/workflows/MLWorkflowMultiCPU.py
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id: 1806
unit: def __init__()
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id: 1807
unit: def emit_final_score()
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McCabe index: 2
number of parameters: 1

id: 1808
unit: def emit_final_score()
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id: 1809
unit: def __init__()
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id: 1810
unit: def emit_final_score()
file:  archived/rapids_bring_your_own/code/workflows/MLWorkflowSingleGPU.py
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McCabe index: 2
number of parameters: 1

id: 1811
unit: def validate_dockerfile()
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number of parameters: 2

id: 1812
unit: def __init__()
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id: 1813
unit: def __init__()
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id: 1814
unit: def __init__()
file:  archived/pytorch_horovod_mnist/code/model_def.py
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McCabe index: 1
number of parameters: 1

id: 1815
unit: def get_tokens_and_ner_tags()
file:  archived/identify_key_insights_from_textual_document/containers/entity_recognition/finetuning/training.py
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McCabe index: 7
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id: 1816
unit: def get_un_token_dataset()
file:  archived/identify_key_insights_from_textual_document/containers/entity_recognition/finetuning/training.py
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size: 7 LOC
McCabe index: 1
number of parameters: 2

id: 1817
unit: def compute_metrics()
file:  archived/identify_key_insights_from_textual_document/containers/entity_recognition/finetuning/training.py
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McCabe index: 7
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id: 1818
unit: def to_json_lines()
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size: 7 LOC
McCabe index: 2
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id: 1819
unit: def __init__()
file:  archived/identify_key_insights_from_textual_document/containers/relationship_extraction/package/objects.py
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McCabe index: 1
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id: 1820
unit: def __init__()
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McCabe index: 1
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id: 1821
unit: def get_current_folder()
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McCabe index: 4
number of parameters: 1

id: 1822
unit: def get_input_path()
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number of parameters: 1

id: 1823
unit: def __init__()
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McCabe index: 1
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id: 1824
unit: def get_strategy()
file:  archived/autogluon-tabular-containers/deserializers.py
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McCabe index: 1
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id: 1825
unit: def main()
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id: 1826
unit: def __post_init__()
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id: 1827
unit: def _xgb_train()
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id: 1828
unit: def initialize()
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McCabe index: 1
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id: 1829
unit: def build_param_id_to_buffer()
file:  archived/smp-gpt-sharded-data-parallel/sdp_utils.py
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number of parameters: 2

id: 1830
unit: def step()
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id: 1831
unit: def __init__()
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id: 1832
unit: def __init__()
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id: 1833
unit: def read_worker()
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id: 1834
unit: def find_validation_start_end_time()
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id: 1835
unit: def initialize()
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id: 1836
unit: def initialize()
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id: 1837
unit: def __init__()
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id: 1838
unit: def print_files_in_path()
file:  archived/inference_pipeline_custom_containers/containers/postprocessor/docker/code/utils.py
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McCabe index: 4
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id: 1839
unit: def load_model()
file:  archived/inference_pipeline_custom_containers/containers/preprocessor/docker/code/predictor.py
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McCabe index: 3
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id: 1840
unit: def print_files_in_path()
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id: 1841
unit: def write_worker()
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McCabe index: 3
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id: 1842
unit: def write_to_file()
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id: 1843
unit: def build_param_id_to_buffer()
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id: 1844
unit: def __init__()
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id: 1845
unit: def step()
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id: 1846
unit: def get_input_path()
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id: 1847
unit: def construct_labeling_job_input()
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id: 1848
unit: def get_batch_metadata()
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id: 1849
unit: def insert_transformed_input_batch_metadata()
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id: 1850
unit: def get_frame_batch_metadata()
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id: 1851
unit: def put_s3()
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id: 1852
unit: def parse_input()
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id: 1853
unit: def start_single_threaded()
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id: 1854
unit: def reset()
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id: 1855
unit: def get_current_folder()
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id: 1856
unit: def print_files_in_path()
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McCabe index: 4
number of parameters: 1

id: 1857
unit: def generate_prediction_string_multiline()
file:  archived/bandits_recsys_movielens_testbed/src/vw_agent.py
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McCabe index: 3
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id: 1858
unit: def save_model()
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id: 1859
unit: def __init__()
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McCabe index: 1
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id: 1860
unit: def validate_experience()
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id: 1861
unit: def get_experience()
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id: 1862
unit: def _next_file()
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id: 1863
unit: def __init__()
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id: 1864
unit: def hybrid_forward()
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id: 1865
unit: def get_input_path()
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id: 1866
unit: def create_endpoint()
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McCabe index: 1
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id: 1867
unit: def print_files_in_path()
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id: 1868
unit: def upload_channel()
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McCabe index: 1
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id: 1869
unit: def evaluate()
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id: 1870
unit: def input_fn()
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McCabe index: 2
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id: 1871
unit: def create_endpoint()
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McCabe index: 1
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id: 1872
unit: def __init__()
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McCabe index: 1
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id: 1873
unit: def invoke_at_step()
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McCabe index: 3
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id: 1874
unit: def get_input_path()
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id: 1875
unit: def output_fn()
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id: 1876
unit: def read_parameters()
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id: 1877
unit: def get_sources()
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size: 7 LOC
McCabe index: 2
number of parameters: 1

id: 1878
unit: def compute_margin()
file:        prepare_data/sm-ground_truth_active_learning_workflow_bring_your_own_model/src/ActiveLearning/helper.py
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size: 7 LOC
McCabe index: 3
number of parameters: 3

id: 1879
unit: def make_autoannotation()
file:        prepare_data/sm-ground_truth_active_learning_workflow_bring_your_own_model/src/ActiveLearning/helper.py
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size: 7 LOC
McCabe index: 1
number of parameters: 5

id: 1880
unit: def get_model()
file:        prepare_data/sm-ground_truth_active_learning_workflow_bring_your_own_model/container/news-classifier/predictor.py
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size: 7 LOC
McCabe index: 2
number of parameters: 1

id: 1881
unit: def model_fn()
file:       build_and_train_models/sm-model_trainer/basic-script-mode/custom_script.py
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size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 1882
unit: def predict_fn()
file:       build_and_train_models/sm-model_trainer/basic-script-mode/custom_script.py
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size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 1883
unit: def model_fn()
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size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 1884
unit: def predict_fn()
file:       build_and_train_models/sm-model_trainer/basic-script-mode/local_training_script.py
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size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 1885
unit: def get_args()
file:       build_and_train_models/sm-model_trainer/distributed-training/scripts/merge_peft_adapters.py
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size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 1886
unit: def compute_metrics()
file:       build_and_train_models/sm-training_compliler_single_node_single_gpu_bert/scripts/train.py
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size: 6 LOC
McCabe index: 1
number of parameters: 1

id: 1887
unit: def serve()
file:       build_and_train_models/sm-heterogeneous_clusters_for_model_training/code/train_data.py
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size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 1888
unit: def increment_path_in_epoch()
file:       build_and_train_models/sm-distributed_model_parallel_v2/shared-scripts/data/pipelines/gpt_data_pipeline.py
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size: 6 LOC
McCabe index: 3
number of parameters: 1

id: 1889
unit: def memory_status()
file:       build_and_train_models/sm-distributed_model_parallel_v2/shared-scripts/memory_tracker.py
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size: 6 LOC
McCabe index: 1
number of parameters: 4

id: 1890
unit: def _save_local()
file:       build_and_train_models/sm-distributed_model_parallel_v2/shared-scripts/checkpoints.py
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size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 1891
unit: def __init__()
file:       build_and_train_models/sm-distributed_model_parallel/utils/tf2_hvd.py
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size: 6 LOC
McCabe index: 1
number of parameters: 1

id: 1892
unit: def test_step()
file:       build_and_train_models/sm-distributed_model_parallel/utils/tf2_hvd.py
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McCabe index: 1
number of parameters: 2

id: 1893
unit: def __init__()
file:       build_and_train_models/sm-distributed_model_parallel/utils/tf2.py
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McCabe index: 1
number of parameters: 1

id: 1894
unit: def test_step()
file:       build_and_train_models/sm-distributed_model_parallel/utils/tf2.py
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size: 6 LOC
McCabe index: 1
number of parameters: 2

id: 1895
unit: def model_fn()
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McCabe index: 2
number of parameters: 1

id: 1896
unit: def generate_dataset()
file:       build_and_train_models/sm-introduction_to_ip_insights/generate_data.py
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size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 1897
unit: def __init__()
file:       build_and_train_models/sm-jumpstart_private_model_hub_import/code/inference.py
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size: 6 LOC
McCabe index: 1
number of parameters: 1

id: 1898
unit: def input_fn()
file:       build_and_train_models/sm-jumpstart_private_model_hub_import/code/inference.py
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size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 1899
unit: def save_model_tf()
file:       build_and_train_models/sm-jax_bring_your_own/training_scripts/train_trax.py
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size: 6 LOC
McCabe index: 1
number of parameters: 1

id: 1900
unit: def _parse_args()
file:       build_and_train_models/sm-jax_bring_your_own/training_scripts/train_trax.py
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size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 1901
unit: def __init__()
file:       build_and_train_models/sm-jax_bring_your_own/training_scripts/train_jax.py
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size: 6 LOC
McCabe index: 4
number of parameters: 3

id: 1902
unit: def __init__()
file:       build_and_train_models/sm-jax_bring_your_own/training_scripts/train_stax.py
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size: 6 LOC
McCabe index: 4
number of parameters: 3

id: 1903
unit: def get_int()
file:       build_and_train_models/sm-introduction_to_blazingtext_word2vec_text8/validator.py
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size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 1904
unit: def get_float()
file:       build_and_train_models/sm-introduction_to_blazingtext_word2vec_text8/validator.py
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size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 1905
unit: def predict_fn()
file:      deploy_and_monitor/sm-inference_pipeline_with_scikit_linear_learner/sklearn_abalone_featurizer.py
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end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 2

id: 1906
unit: def handle()
file:      deploy_and_monitor/sm-multi_model_endpoint_bring_your_own_container/container/model_handler.py
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size: 6 LOC
McCabe index: 3
number of parameters: 2

id: 1907
unit: def main()
file:      deploy_and_monitor/sm-multi_model_endpoint_bring_your_own_container/container/dockerd-entrypoint.py
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size: 6 LOC
McCabe index: 2
number of parameters: 0

id: 1908
unit: def model_fn()
file:      deploy_and_monitor/sm-host_pretrained_model_bert/code/inference_code.py
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size: 6 LOC
McCabe index: 1
number of parameters: 1

id: 1909
unit: def input_fn()
file:      deploy_and_monitor/sm-host_pretrained_model_bert/code/inference_code.py
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size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 1910
unit: def output_fn()
file:      deploy_and_monitor/sm-host_pretrained_model_bert/code/inference_code.py
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size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 1911
unit: def write_eval_result_file()
file:      deploy_and_monitor/sm-model_monitor_byoc_llm_monitor/src/components/evaluator.py
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size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 1912
unit: def model_fn()
file:      deploy_and_monitor/sm-batch_transform_pytorch/model-script/mnist.py
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size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 1913
unit: def __init__()
file:      deploy_and_monitor/sm-multi_container_endpoint_direct_invocation/tensorflow/code/train.py
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size: 6 LOC
McCabe index: 1
number of parameters: 1

id: 1914
unit: def convert_to_numpy()
file:      deploy_and_monitor/sm-multi_container_endpoint_direct_invocation/tensorflow/code/train.py
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size: 6 LOC
McCabe index: 1
number of parameters: 3

id: 1915
unit: def _convert_to_numpy()
file:      deploy_and_monitor/sm-multi_container_endpoint_direct_invocation/utils/mnist.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 3

id: 1916
unit: def get_model()
file:  archived/tensorflow2-california-housing-sagemaker-pipelines-deploy-endpoint/code/train.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 1917
unit: def __init__()
file:  archived/smp-train-gptj-sharded-data-parallel-tp/data_pipeline.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 1918
unit: def compute_tflops()
file:  archived/smp-train-gptj-sharded-data-parallel-tp/train.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 5

id: 1919
unit: def compute_metrics()
file:  archived/roberta-base/scripts/fine_tune_with_huggingface.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 1

id: 1920
unit: def compute_metrics()
file:  archived/roberta-base/scripts/full_train_roberta_with_huggingface.py
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size: 6 LOC
McCabe index: 1
number of parameters: 1

id: 1921
unit: def create()
file:  archived/end_to_end_music_recommendation/code/parameter_store.py
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end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 3

id: 1922
unit: def preprocess()
file:  archived/multi_model_catboost/container/mme_catboost/model_handler.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 2

id: 1923
unit: def main()
file:  archived/multi_model_catboost/container/mme_catboost/dockerd-entrypoint.py
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end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 0

id: 1924
unit: def __init__()
file:  archived/smp-train-gpt-neox-sharded-data-parallel/data_pipeline.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 1925
unit: def compute_tflops()
file:  archived/smp-train-gpt-neox-sharded-data-parallel/train.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 5

id: 1926
unit: def copy_linear_layer()
file:  archived/nas_for_llm_with_amt/extract_subnetworks.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 4

id: 1927
unit: def copy_layer_norm()
file:  archived/nas_for_llm_with_amt/extract_subnetworks.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 2

id: 1928
unit: def compute_mac()
file:  archived/nas_for_llm_with_amt/estimate_efficency.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 1929
unit: def show_metrics()
file:  archived/autogluon-tabular/utils/ag_utils.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 1930
unit: def model_fn()
file:  archived/autogluon-tabular/container-training/inference.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 1

id: 1931
unit: def inplace_replace_in_file()
file:  archived/rl_traveling_salesman_vehicle_routing_coach/src/evaluate-coach.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 3

id: 1932
unit: def __handle_pygame_events()
file:  archived/rl_traveling_salesman_vehicle_routing_coach/src/VRP_view_2D.py
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end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 1

id: 1933
unit: def setup()
file:  archived/distributed_tensorflow_mask_rcnn/container-script-mode/resources/train.py
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end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 0

id: 1934
unit: def copy_files()
file:  archived/distributed_tensorflow_mask_rcnn/container-script-mode/resources/train.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 2

id: 1935
unit: def copy_files()
file:  archived/distributed_tensorflow_mask_rcnn/tensorpack-mask-rcnn.py
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end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 2

id: 1936
unit: def copy_files()
file:  archived/distributed_tensorflow_mask_rcnn/aws-mask-rcnn.py
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end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 2

id: 1937
unit: def setup()
file:  archived/distributed_tensorflow_mask_rcnn/container-optimized-script-mode/resources/train.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 0

id: 1938
unit: def copy_files()
file:  archived/distributed_tensorflow_mask_rcnn/container-optimized-script-mode/resources/train.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 2

id: 1939
unit: def __init__()
file:  archived/tensorflow/code/train.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 1

id: 1940
unit: def convert_to_numpy()
file:  archived/tensorflow/code/train.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 3

id: 1941
unit: def _required_environment_param()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/sage_cluster_communicator.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 1942
unit: def update_model_job_status()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/workflow/datatypes/model_record.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 1943
unit: def update_experiment_training_state()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/clients/ddb/experiment_db_client.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 3

id: 1944
unit: def update_experiment_last_trained_model_id()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/clients/ddb/experiment_db_client.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 3

id: 1945
unit: def update_experiment_next_model_to_train_id()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/clients/ddb/experiment_db_client.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 3

id: 1946
unit: def update_experiment_hosting_state()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/clients/ddb/experiment_db_client.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 3

id: 1947
unit: def update_experiment_last_hosted_model_id()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/clients/ddb/experiment_db_client.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 3

id: 1948
unit: def update_experiment_next_model_to_host_id()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/clients/ddb/experiment_db_client.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 3

id: 1949
unit: def update_experiment_hosting_endpoint()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/clients/ddb/experiment_db_client.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 3

id: 1950
unit: def update_experiment_joining_state()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/clients/ddb/experiment_db_client.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 3

id: 1951
unit: def update_experiment_last_joined_job_id()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/clients/ddb/experiment_db_client.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 3

id: 1952
unit: def update_experiment_next_join_job_id()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/clients/ddb/experiment_db_client.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 3

id: 1953
unit: def update_experiment_evaluation_state()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/clients/ddb/experiment_db_client.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 3

id: 1954
unit: def update_experiment_last_evaluation_job_id()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/clients/ddb/experiment_db_client.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 3

id: 1955
unit: def update_experiment_next_evaluation_job_id()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/clients/ddb/experiment_db_client.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 3

id: 1956
unit: def batch_delete_items()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/clients/ddb/model_db_client.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 3

id: 1957
unit: def update_model_input_model_id()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/clients/ddb/model_db_client.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 4

id: 1958
unit: def update_model_input_data_s3_prefix()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/clients/ddb/model_db_client.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 4

id: 1959
unit: def update_model_s3_model_output_path()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/clients/ddb/model_db_client.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 4

id: 1960
unit: def update_model_train_state()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/clients/ddb/model_db_client.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 4

id: 1961
unit: def update_model_eval_state()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/clients/ddb/model_db_client.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 4

id: 1962
unit: def update_model_eval_scores()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/clients/ddb/model_db_client.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 4

id: 1963
unit: def update_model_eval_scores_and_state()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/clients/ddb/model_db_client.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 5

id: 1964
unit: def update_model_training_start_time()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/clients/ddb/model_db_client.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 4

id: 1965
unit: def update_model_training_end_time()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/clients/ddb/model_db_client.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 4

id: 1966
unit: def batch_delete_items()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/clients/ddb/join_db_client.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 3

id: 1967
unit: def update_join_job_current_state()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/clients/ddb/join_db_client.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 4

id: 1968
unit: def update_join_job_join_query_ids()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/clients/ddb/join_db_client.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 4

id: 1969
unit: def update_join_job_obs_end_time()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/clients/ddb/join_db_client.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 4

id: 1970
unit: def update_join_job_obs_start_time()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/clients/ddb/join_db_client.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 4

id: 1971
unit: def preset_from_name()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/coach_launcher.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 2

id: 1972
unit: def change_permissions_recursive()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/tf_serving_utils.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 6
number of parameters: 2

id: 1973
unit: def _get_cluster_type()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/ray_launcher.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 1974
unit: def build_and_push_docker_image()
file:  archived/rl_gamerserver_ray/common/docker_utils.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 3

id: 1975
unit: def _create_ecr_repo()
file:  archived/rl_gamerserver_ray/common/docker_utils.py
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id: 1977
unit: def compute_metrics()
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unit: def non_res_block()
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number of parameters: 3

id: 1979
unit: def model_fn()
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id: 1980
unit: def model_fn()
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id: 1981
unit: def input_fn()
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id: 1982
unit: def model_fn()
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number of parameters: 1

id: 1983
unit: def inplace_replace_in_file()
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unit: def __init__()
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id: 1985
unit: def compute_tflops()
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number of parameters: 5

id: 1986
unit: def add_flash_attn()
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id: 1987
unit: def writeProtobuftoDisk()
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number of parameters: 3

id: 1988
unit: def __init__()
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number of parameters: 3

id: 1989
unit: def __init__()
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id: 1990
unit: def predict()
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number of parameters: 2

id: 1991
unit: def run_single_predictor()
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id: 1992
unit: private boolean isModelLoaded()
file:  archived/JPMML_Models_SageMaker/src/main/java/ro/edu/aws/sgm/inference/pmml/randomforest/entrypoint/SGMController.java
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id: 1993
unit: def inplace_replace_in_file()
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number of parameters: 3

id: 1994
unit: def set_eplus_dir()
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size: 6 LOC
McCabe index: 3
number of parameters: 1

id: 1995
unit: private void printInfo()
file:  archived/rl_hvac_coach_energyplus/src/eplus/envs/bcvtb/lib/xml/src/DTDValidator.java
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end line: 94
size: 6 LOC
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id: 1996
unit: def generate_metadata()
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id: 1997
unit: def parse_args()
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McCabe index: 1
number of parameters: 0

id: 1998
unit: def transform_output()
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number of parameters: 2

id: 1999
unit: def __init__()
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number of parameters: 3

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unit: def handle()
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number of parameters: 1

id: 2001
unit: def evaluate_historical_data()
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number of parameters: 1

id: 2002
unit: def load_vw_model()
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number of parameters: 4

id: 2003
unit: def __init__()
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number of parameters: 2

id: 2004
unit: def parse_s3_uri()
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size: 6 LOC
McCabe index: 1
number of parameters: 1

id: 2005
unit: def exclude_summary()
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size: 6 LOC
McCabe index: 3
number of parameters: 1

id: 2006
unit: def get_edgelists()
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id: 2007
unit: def __init__()
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id: 2008
unit: def forward()
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id: 2009
unit: def get_logger()
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id: 2010
unit: def get_model_class_predictions()
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number of parameters: 6

id: 2011
unit: def save_model()
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id: 2012
unit: def save_graph_drawing()
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id: 2013
unit: def get_logger()
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id: 2014
unit: def score()
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number of parameters: 3

id: 2015
unit: def score()
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number of parameters: 3

id: 2016
unit: def on_init_end()
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number of parameters: 5

id: 2017
unit: def compute_metrics()
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number of parameters: 1

id: 2018
unit: def input_fn()
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id: 2019
unit: int gethostname()
file:  archived/fairseq_sagemaker_translate_en2fr/lib/changehostname.c
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number of parameters: 2

id: 2020
unit: def _get_file_names()
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id: 2021
unit: def read_pickle_from_file()
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id: 2022
unit: def model_fn()
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id: 2023
unit: def _convert_to_numpy()
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number of parameters: 3

id: 2024
unit: def model_fn()
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id: 2025
unit: def get_parameter()
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id: 2026
unit: def predict_fn()
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id: 2027
unit: def get_parameter()
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id: 2028
unit: def input_fn()
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id: 2029
unit: def get_parameter()
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id: 2030
unit: def output_fn()
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id: 2031
unit: def truncation_length()
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id: 2032
unit: def padding_length()
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id: 2033
unit: def input_fn()
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id: 2034
unit: def output_fn()
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id: 2035
unit: def dump_and_load_dataset()
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id: 2036
unit: def transform_fn()
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id: 2037
unit: def __init__()
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id: 2038
unit: def compute_tflops()
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id: 2039
unit: def model_fn()
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id: 2040
unit: def image_path_from_index()
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id: 2041
unit: def get_result_file_template()
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id: 2042
unit: def _load_class_names()
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id: 2043
unit: def __init__()
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id: 2044
unit: def convert_to_numpy()
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id: 2045
unit: def model_fn()
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id: 2046
unit: def output_handler()
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id: 2047
unit: def load_data()
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id: 2048
unit: def model_fn()
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id: 2049
unit: def predict_fn()
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id: 2050
unit: def __init__()
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id: 2051
unit: def compute_tflops()
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id: 2052
unit: def forward()
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id: 2053
unit: def _merge_heads()
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id: 2054
unit: def prepare_inputs_for_generation()
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id: 2055
unit: def __init__()
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id: 2056
unit: def __init__()
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id: 2057
unit: def convert_to_numpy()
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id: 2058
unit: def trigger_labeling_job()
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id: 2059
unit: def insert_perform_labeling_job_metadata()
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id: 2060
unit: def delete_a2i_flow()
file:  archived/multi_modal_parallel_sagemaker_labeling_workflows_with_step_functions/cloudformation/cleanup.py
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id: 2061
unit: def get_train_data_loader()
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id: 2062
unit: def get_test_data_loader()
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id: 2063
unit: def stack_tensors()
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id: 2064
unit: def inplace_replace_in_file()
file:  archived/rl_stock_trading_coach_customEnv/src/evaluate-coach.py
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id: 2065
unit: def prices_to_relative()
file:  archived/rl_stock_trading_coach_customEnv/src/data.py
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number of parameters: 1

id: 2066
unit: def load_year_data()
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id: 2067
unit: def step()
file:  archived/rl_stock_trading_coach_customEnv/src/trading_env.py
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id: 2068
unit: def create_smdebug_hook()
file:  archived/getting_started/xgboost_customer_churn.py
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id: 2069
unit: def compute_metrics()
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id: 2070
unit: def log_cross_val_auc()
file:  archived/churn_prediction_multimodality_of_text_and_tabular/containers/huggingface_transformer_randomforest/entry_point.py
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id: 2071
unit: def transform()
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id: 2072
unit: def save_feature_names_sentence_transformer()
file:  archived/churn_prediction_multimodality_of_text_and_tabular/containers/huggingface_transformer_randomforest/entry_point.py
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id: 2073
unit: def input_fn()
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id: 2074
unit: def output_fn()
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id: 2075
unit: def ping()
file:  archived/text_explainability_sagemaker_algorithm/container/blazing_text/predictor.py
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McCabe index: 2
number of parameters: 0

id: 2076
unit: def __init__()
file:  archived/bandits_recsys_movielens_testbed/src/io_utils.py
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number of parameters: 2

id: 2077
unit: def parse_s3_uri()
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id: 2078
unit: def select_layer()
file:  archived/bert_attention_head_view/utils/neuron_view.py
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number of parameters: 2

id: 2079
unit: def hybrid_forward()
file:  archived/bert_attention_head_view/entry_point/model.py
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unit: def split_s3_path()
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unit: def show_modelsummary()
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unit: def make_str_table()
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unit: def format_for_print()
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id: 2189
unit: def save_model_artifacts()
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id: 2190
unit: def __handle_pygame_events()
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unit: def __compute_reward()
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unit: def get_cloudwatch_dashboard_details()
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id: 2207
unit: def _find_base_image_in_dockerfile()
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id: 2208
unit: def input_fn()
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id: 2209
unit: def normalize()
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unit: def __init__()
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id: 2211
unit: def vit_b16()
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id: 2212
unit: def save_model_artifacts()
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id: 2213
unit: def get_inference_recommender_job_details()
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id: 2214
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unit: def get_y_from_datapoints()
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id: 2216
unit: def get_y_from_extended_datapoints()
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id: 2217
unit: def should_record()
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unit: def __init__()
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unit: def __init__()
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unit: def create_test_payload()
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id: 2221
unit: def create_concurrency_probe_pivot_table()
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id: 2222
unit: public ErrorDetails()
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id: 2223
unit: def __init__()
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unit: def __init__()
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unit: def __init__()
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unit: def __init__()
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id: 2227
unit: def close()
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id: 2228
unit: def get_notebook_name()
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unit: def env_setup_notebook_instance()
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id: 2230
unit: def env_setup_studio()
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id: 2231
unit: def violation_exists()
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unit: def show_violation_df()
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unit: def __init__()
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id: 2234
unit: def vit_b16()
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id: 2235
unit: def get_model()
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unit: def generate_index()
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id: 2237
unit: def transform_input()
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unit: def on_file_upload()
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unit: def prompt_hints()
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unit: def get_model()
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unit: def extract_model()
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unit: def input_fn()
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unit: def predict_fn()
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unit: def output_fn()
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unit: def create_config()
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unit: def estimator_fn()
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unit: def __init__()
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unit: def forward()
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unit: def get_dataloader()
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id: 2250
unit: def predict()
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id: 2251
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unit: def get_perplexity()
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unit: def wait_till_fifo_exists()
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id: 2257
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unit: def normalize()
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unit: def normalize()
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unit: def __init__()
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unit: def from_dict()
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unit: def retrieve_latest_framework_version()
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unit: def prepare_container_def()
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unit: def prepare_container_def()
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id: 2271
unit: def input_fn()
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id: 2272
unit: def predict_fn()
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id: 2273
unit: def output_fn()
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id: 2274
unit: def predict_fn()
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id: 2275
unit: def should_record()
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id: 2276
unit: def _average_gradients()
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id: 2277
unit: def image_path_from_index()
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id: 2278
unit: def label_from_index()
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id: 2279
unit: def cache_path()
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id: 2280
unit: def call()
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id: 2281
unit: def normalize()
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id: 2282
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id: 2283
unit: def save_model()
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id: 2284
unit: def ping()
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id: 2285
unit: def save_model_artifacts()
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id: 2286
unit: def ping()
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id: 2287
unit: def load_raw()
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id: 2288
unit: def save_model_artifacts()
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id: 2289
unit: def list_to_record_bytes()
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id: 2290
unit: def smart_open()
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unit: def __init__()
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unit: def mac_per_head()
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unit: def get_ffn2()
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unit: def get_attention_output()
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unit: def get_layers()
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unit: def get_backbone()
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unit: def register_mask_ffn()
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unit: def _load_testing_data()
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unit: def _load_training_data()
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unit: def _load_testing_data()
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unit: def __get_window_size()
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unit: def __locate_on_window()
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unit: def __draw_agent()
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unit: def __get_window_size()
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unit: def __locate_on_window()
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id: 2425
unit: def health_check()
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unit: def health_check()
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unit: def _update_instance_type_for_local_mode()
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unit: def __enter__()
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unit: def add_new_evaluation_job_info()
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unit: def model_in_terminal_state()
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unit: def eval_in_terminal_state()
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unit: def add_model_eval_scores()
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unit: def define_environment()
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unit: def __init__()
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unit: def fix_onnx_model()
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unit: def run()
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unit: def register_env_creator()
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unit: def get_experiment_config()
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unit: def _tmpdir()
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unit: def main()
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unit: def _save_model()
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unit: def _save_model()
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unit: def predict_fn()
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unit: def output_fn()
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unit: def get_config()
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unit: def get_sagemaker_client()
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unit: def toJson()
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unit: def describe_model()
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unit: def clean_up_predictor()
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unit: def logging_prefix()
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unit: public Model()
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unit: public Features()
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unit: public InputData()
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unit: public final ResponseEntity handleModelAlreadyPresentFoundException()
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unit: def choose_random_user()
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unit: def save_vw_metadata()
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unit: def save_vw_model()
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unit: def model_fn()
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unit: def forward()
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unit: def forward()
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unit: def __init__()
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unit: def __init__()
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unit: def read_masked_nodes()
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unit: def normalize()
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unit: def output_fn()
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unit: def model_fn()
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unit: def output_fn()
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unit: def output_fn()
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unit: def on_train_batch_begin()
file:  archived/tensorflow_profiling/entry_point/train_tf.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 3

id: 2709
unit: def predict_fn()
file:  archived/pytorch_extend_container_train_deploy_bertopic/container/bert-topic/bert-topic-inference.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 2710
unit: def predict_fn()
file:  archived/pytorch_extend_container_train_deploy_bertopic/container/bert-topic-byoreq/bert-topic-inference.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 2711
unit: def get_config()
file:  archived/tensorflow_single_gpu_single_node/scripts/vit.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 2712
unit: def get_config()
file:  archived/tensorflow_single_gpu_single_node/scripts/vit.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 2713
unit: def __init__()
file:  archived/tensorflow_single_gpu_single_node/scripts/vit.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 2714
unit: def separate_heads()
file:  archived/tensorflow_single_gpu_single_node/scripts/vit.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 2715
unit: def evaluate_main()
file:  archived/rl_mountain_car_coach_gymEnv/src/evaluate-coach.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 2716
unit: def PatientMountainCar()
file:  archived/rl_mountain_car_coach_gymEnv/src/patient_envs.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 2717
unit: def PatientContinuousMountainCar()
file:  archived/rl_mountain_car_coach_gymEnv/src/patient_envs.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 2718
unit: def main()
file:  archived/framework-container/package/src/custom_framework_training/training.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 2719
unit: def get_unit_from_datapoints()
file:  archived/python-sdk/cloudwatch.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 2720
unit: def sort_cw_datapoints_by_timestamp()
file:  archived/python-sdk/cloudwatch.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 2721
unit: def predict_fn()
file:  archived/python-sdk/code/inference.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 2722
unit: def __len__()
file:  archived/smp-train-t5-sharded-data-parallel/data_pipeline.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 2723
unit: def test_step()
file:  archived/smp-train-t5-sharded-data-parallel/train.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 2724
unit: def compute_flash_attention()
file:  archived/smp-train-t5-sharded-data-parallel/t5_flash_attn.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 2725
unit: def send()
file:  archived/inference-benchmarking/benchmarking/concurrency_probe.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 2726
unit: def delete_model()
file:  archived/inference-benchmarking/benchmarking/custom_predictor.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 2727
unit: def delete_endpoint()
file:  archived/inference-benchmarking/benchmarking/custom_predictor.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 2728
unit: public String getModel_name()
file:  archived/JPMML_Models_SageMaker/src/main/java/ro/edu/aws/sgm/inference/pmml/randomforest/pojo/Model.java
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end line: 14
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 2729
unit: public void setModel_name()
file:  archived/JPMML_Models_SageMaker/src/main/java/ro/edu/aws/sgm/inference/pmml/randomforest/pojo/Model.java
start line: 15
end line: 17
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 2730
unit: public String getUrl()
file:  archived/JPMML_Models_SageMaker/src/main/java/ro/edu/aws/sgm/inference/pmml/randomforest/pojo/Model.java
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end line: 20
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 2731
unit: public void setUrl()
file:  archived/JPMML_Models_SageMaker/src/main/java/ro/edu/aws/sgm/inference/pmml/randomforest/pojo/Model.java
start line: 21
end line: 23
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 2732
unit: public List getFeatures()
file:  archived/JPMML_Models_SageMaker/src/main/java/ro/edu/aws/sgm/inference/pmml/randomforest/pojo/Features.java
start line: 19
end line: 21
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 2733
unit: public void setFeatures()
file:  archived/JPMML_Models_SageMaker/src/main/java/ro/edu/aws/sgm/inference/pmml/randomforest/pojo/Features.java
start line: 23
end line: 25
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 2734
unit: public long getHeapSize()
file:  archived/JPMML_Models_SageMaker/src/main/java/ro/edu/aws/sgm/inference/pmml/randomforest/pojo/MemoryStats.java
start line: 9
end line: 11
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 2735
unit: public void setHeapSize()
file:  archived/JPMML_Models_SageMaker/src/main/java/ro/edu/aws/sgm/inference/pmml/randomforest/pojo/MemoryStats.java
start line: 12
end line: 14
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 2736
unit: public long getHeapMaxSize()
file:  archived/JPMML_Models_SageMaker/src/main/java/ro/edu/aws/sgm/inference/pmml/randomforest/pojo/MemoryStats.java
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end line: 17
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 2737
unit: public void setHeapMaxSize()
file:  archived/JPMML_Models_SageMaker/src/main/java/ro/edu/aws/sgm/inference/pmml/randomforest/pojo/MemoryStats.java
start line: 18
end line: 20
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 2738
unit: public long getHeapFreeSize()
file:  archived/JPMML_Models_SageMaker/src/main/java/ro/edu/aws/sgm/inference/pmml/randomforest/pojo/MemoryStats.java
start line: 21
end line: 23
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 2739
unit: public void setHeapFreeSize()
file:  archived/JPMML_Models_SageMaker/src/main/java/ro/edu/aws/sgm/inference/pmml/randomforest/pojo/MemoryStats.java
start line: 24
end line: 26
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 2740
unit: public List getFeatureList()
file:  archived/JPMML_Models_SageMaker/src/main/java/ro/edu/aws/sgm/inference/pmml/randomforest/pojo/InputData.java
start line: 19
end line: 21
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 2741
unit: public void setFeatureList()
file:  archived/JPMML_Models_SageMaker/src/main/java/ro/edu/aws/sgm/inference/pmml/randomforest/pojo/InputData.java
start line: 23
end line: 25
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 2742
unit: private ErrorDetails()
file:  archived/JPMML_Models_SageMaker/src/main/java/ro/edu/aws/sgm/inference/pmml/randomforest/exception/ErrorDetails.java
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end line: 16
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 2743
unit: public LocalDateTime getTimestamp()
file:  archived/JPMML_Models_SageMaker/src/main/java/ro/edu/aws/sgm/inference/pmml/randomforest/exception/ErrorDetails.java
start line: 27
end line: 29
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 2744
unit: public void setTimestamp()
file:  archived/JPMML_Models_SageMaker/src/main/java/ro/edu/aws/sgm/inference/pmml/randomforest/exception/ErrorDetails.java
start line: 31
end line: 33
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 2745
unit: public String getMessage()
file:  archived/JPMML_Models_SageMaker/src/main/java/ro/edu/aws/sgm/inference/pmml/randomforest/exception/ErrorDetails.java
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end line: 37
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 2746
unit: public void setMessage()
file:  archived/JPMML_Models_SageMaker/src/main/java/ro/edu/aws/sgm/inference/pmml/randomforest/exception/ErrorDetails.java
start line: 39
end line: 41
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 2747
unit: public String getDetails()
file:  archived/JPMML_Models_SageMaker/src/main/java/ro/edu/aws/sgm/inference/pmml/randomforest/exception/ErrorDetails.java
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end line: 45
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 2748
unit: public void setDetails()
file:  archived/JPMML_Models_SageMaker/src/main/java/ro/edu/aws/sgm/inference/pmml/randomforest/exception/ErrorDetails.java
start line: 47
end line: 49
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 2749
unit: public ModelNotFoundException()
file:  archived/JPMML_Models_SageMaker/src/main/java/ro/edu/aws/sgm/inference/pmml/randomforest/exception/ModelNotFoundException.java
start line: 9
end line: 11
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 2750
unit: public InsufficientMemoryException()
file:  archived/JPMML_Models_SageMaker/src/main/java/ro/edu/aws/sgm/inference/pmml/randomforest/exception/InsufficientMemoryException.java
start line: 9
end line: 11
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 2751
unit: public ModelAlreadyPresentException()
file:  archived/JPMML_Models_SageMaker/src/main/java/ro/edu/aws/sgm/inference/pmml/randomforest/exception/ModelAlreadyPresentException.java
start line: 10
end line: 12
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 2752
unit: public void init()
file:  archived/JPMML_Models_SageMaker/src/main/java/ro/edu/aws/sgm/inference/pmml/randomforest/entrypoint/SGMController.java
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end line: 54
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 2753
unit: public static void main()
file:  archived/JPMML_Models_SageMaker/src/main/java/ro/edu/aws/sgm/inference/pmml/randomforest/app/SGMLauncher.java
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end line: 16
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 2754
unit: public static void serve()
file:  archived/JPMML_Models_SageMaker/src/main/java/ro/edu/aws/sgm/inference/pmml/randomforest/app/SGMLauncher.java
start line: 18
end line: 20
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 2755
unit: def model_fn()
file:  archived/scikit_learn_iris/scikit_learn_iris.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 2756
unit: def evaluate_main()
file:  archived/rl_hvac_coach_energyplus/src/evaluate-coach.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 2757
unit: def __enter__()
file:  archived/rl_hvac_coach_energyplus/src/eplus/envs/socket_builder.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 2758
unit: def write()
file:  archived/rl_hvac_coach_energyplus/src/eplus/envs/pyEp.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 2759
unit: public void fatalError()
file:  archived/rl_hvac_coach_energyplus/src/eplus/envs/bcvtb/lib/xml/src/DTDValidator.java
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end line: 81
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 2760
unit: def get_data_payload()
file:  archived/credit_card_fraud_detector/src/package/generate_endpoint_traffic.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 2761
unit: def read_file()
file:  archived/credit_card_fraud_detector/env_setup.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 2762
unit: def logging_setup()
file:  archived/credit_card_fraud_detector/env_setup.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 2763
unit: def get_config()
file:  archived/vision-transformer/scripts/vit.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 2764
unit: def get_config()
file:  archived/vision-transformer/scripts/vit.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 2765
unit: def __init__()
file:  archived/vision-transformer/scripts/vit.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 2766
unit: def separate_heads()
file:  archived/vision-transformer/scripts/vit.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 2767
unit: def predict_fn()
file:  archived/sklearn-inference-recommender/code/inference.py
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 2768
unit: def predict()
file:  archived/sagemaker-pipeline-multi-model/container/decision_trees/predictor.py
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 2769
unit: def transform_input()
file:  archived/workshops/chatbot-apps/chatbot-streamlit.py
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size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 2770
unit: def create_sanity_prompt()
file:  archived/workshops/chatbot-apps/chatbot-streamlit.py
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size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 2771
unit: def auto_complete_config()
file:  archived/workshops/lab2-stable-diffusion/models/setup_conda/1/model.py
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McCabe index: 1
number of parameters: 1

id: 2772
unit: def get_file_name()
file:  archived/model_monitor_tensorflow/monitoringjob_utils.py
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McCabe index: 1
number of parameters: 1

id: 2773
unit: def predict()
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McCabe index: 1
number of parameters: 2

id: 2774
unit: def clear_buffer()
file:  archived/bandits_statlog_vw_customEnv/sim_app/statlog_sim_app.py
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McCabe index: 1
number of parameters: 1

id: 2775
unit: def __init__()
file:  archived/bandits_statlog_vw_customEnv/src/vw_model.py
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 2776
unit: def transform_to_vw()
file:  archived/bandits_statlog_vw_customEnv/src/vw_utils.py
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size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 2777
unit: def serving_input_fn()
file:  archived/managed_spot_training_tensorflow_estimator/iris_dnn_classifier.py
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McCabe index: 1
number of parameters: 1

id: 2778
unit: def __init__()
file:  archived/fraud_detection_using_graph_neural_networks/sagemaker_graph_fraud_detection/dgl_fraud_detection/sampler.py
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McCabe index: 1
number of parameters: 3

id: 2779
unit: def predict_fn()
file:  archived/pytorch_deploy_pretrained_bert_model/code/inference.py
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 2780
unit: def handle_missing_data()
file:  archived/rapids_bring_your_own/code/workflows/MLWorkflowMultiCPU.py
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McCabe index: 1
number of parameters: 2

id: 2781
unit: def handle_missing_data()
file:  archived/rapids_bring_your_own/code/workflows/MLWorkflowSingleCPU.py
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McCabe index: 1
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id: 2782
unit: def handle_missing_data()
file:  archived/rapids_bring_your_own/code/workflows/MLWorkflowMultiGPU.py
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McCabe index: 1
number of parameters: 2

id: 2783
unit: def handle_missing_data()
file:  archived/rapids_bring_your_own/code/workflows/MLWorkflowSingleGPU.py
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McCabe index: 1
number of parameters: 2

id: 2784
unit: def download_and_extract()
file:  archived/keras_script_mode_pipe_mode_horovod/generate_cifar10_tfrecords.py
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McCabe index: 2
number of parameters: 1

id: 2785
unit: def trap_signal()
file:  archived/pipe_bring_your_own/train.py
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size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 2786
unit: def save_model()
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 2787
unit: def parse_file()
file:  archived/identify_key_insights_from_textual_document/utils_relation_extraction.py
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size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 2788
unit: def from_file()
file:  archived/identify_key_insights_from_textual_document/containers/relationship_extraction/package/data/tokenizers.py
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size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 2789
unit: def __init__()
file:  archived/identify_key_insights_from_textual_document/containers/relationship_extraction/package/data/label_encoders.py
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size: 3 LOC
McCabe index: 2
number of parameters: 3

id: 2790
unit: def from_str_list()
file:  archived/identify_key_insights_from_textual_document/containers/relationship_extraction/package/data/label_encoders.py
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size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 2791
unit: def save()
file:  archived/identify_key_insights_from_textual_document/containers/relationship_extraction/package/data/label_encoders.py
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McCabe index: 1
number of parameters: 3

id: 2792
unit: def forward()
file:  archived/identify_key_insights_from_textual_document/containers/relationship_extraction/package/models.py
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McCabe index: 1
number of parameters: 3

id: 2793
unit: def dict_to_tuple()
file:  archived/object_detection_with_tensorflow_and_tfrecords/code/train.py
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McCabe index: 1
number of parameters: 1

id: 2794
unit: def class_text_to_int()
file:  archived/object_detection_with_tensorflow_and_tfrecords/preprocessing/preprocessing_dataset.py
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McCabe index: 2
number of parameters: 1

id: 2795
unit: def model_fn()
file:  archived/clarify-explainability-inference-pipelines/inference/sklearn/inference.py
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McCabe index: 1
number of parameters: 1

id: 2796
unit: def __len__()
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McCabe index: 1
number of parameters: 1

id: 2797
unit: def test_step()
file:  archived/smp-gpt-sharded-data-parallel/train.py
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McCabe index: 1
number of parameters: 3

id: 2798
unit: def serving_input_fn()
file:  archived/tensorflow_moving_from_framework_mode_to_script_mode/mnist.py
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McCabe index: 1
number of parameters: 1

id: 2799
unit: def label_from_index()
file:  archived/gluoncv_yolo_neo/tools/pascal_voc.py
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McCabe index: 1
number of parameters: 2

id: 2800
unit: def _get_imsize()
file:  archived/gluoncv_yolo_neo/tools/pascal_voc.py
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McCabe index: 1
number of parameters: 2

id: 2801
unit: def save()
file:  archived/deep_demand_forecasting/lstnet/train.py
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McCabe index: 1
number of parameters: 2

id: 2802
unit: def load_json_object()
file:  archived/inference_pipeline_custom_containers/containers/postprocessor/docker/code/utils.py
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McCabe index: 1
number of parameters: 1

id: 2803
unit: def load_json_object()
file:  archived/inference_pipeline_custom_containers/containers/preprocessor/docker/code/utils.py
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McCabe index: 1
number of parameters: 1

id: 2804
unit: def model_fn()
file:  archived/sagemaker-script-mode/scikitlearn_script/train_deploy_scikitlearn_without_dependencies.py
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McCabe index: 1
number of parameters: 1

id: 2805
unit: def generate_yes_no()
file:  archived/sagemaker-script-mode/generate_synthetic_housing_data.py
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McCabe index: 1
number of parameters: 0

id: 2806
unit: def get_model()
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McCabe index: 1
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id: 2807
unit: def __len__()
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McCabe index: 1
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id: 2808
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unit: def rotate_half()
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unit: def _set_gradient_checkpointing()
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id: 2811
unit: def get_unit_from_datapoints()
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id: 2812
unit: def sort_cw_datapoints_by_timestamp()
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unit: def down_sample_to_proportion()
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unit: def update_batch_status()
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id: 2815
unit: def update_batch_child_count()
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id: 2816
unit: def update_batch_step_token()
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id: 2817
unit: def update_batch_current_step()
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id: 2818
unit: def update_batch_down_sample_location()
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id: 2819
unit: def mark_batch_and_children_failed()
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unit: def log_request_and_context()
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unit: def get_account_id()
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unit: def get_region()
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id: 2823
unit: def get_aws_region()
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id: 2824
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id: 2825
unit: def username_sub_lookup()
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id: 2826
unit: def evaluate_main()
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id: 2827
unit: def from_dir()
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id: 2828
unit: def get_name()
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id: 2829
unit: def extract_labels()
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id: 2830
unit: def extract_numerical_features()
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id: 2831
unit: def extract_categorical_features()
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id: 2832
unit: def extract_textual_features()
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id: 2833
unit: def __init__()
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id: 2834
unit: def __init__()
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id: 2835
unit: def transform_to_vw()
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id: 2836
unit: def _worker_fn()
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id: 2837
unit: def __call__()
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id: 2838
unit: def __init__()
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id: 2839
unit: def load_json_object()
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id: 2840
unit: def build_image()
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id: 2841
unit: def get_tensorflow_version_tag()
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id: 2842
unit: def load_config()
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id: 2843
unit: def get_unit_from_datapoints()
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id: 2844
unit: def sort_cw_datapoints_by_timestamp()
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id: 2845
unit: def model_fn()
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id: 2846
unit: def model_fn()
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id: 2847
unit: def transform_delay()
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unit: def __init__()
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unit: def __init__()
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id: 2850
unit: def main()
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id: 2851
unit: def on_train_batch_begin()
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id: 2852
unit: def __init__()
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id: 2853
unit: def main()
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unit: def __init__()
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id: 2855
unit: def from_uri()
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unit: def get_content_size()
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id: 2857
unit: def get_unlabeled_subset_count()
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id: 2858
unit: def validate_output_path()
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unit: def __init__()
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id: 2860
unit: def create_dataloaders()
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id: 2861
unit: def get_inference_specification_dict()
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id: 2862
unit: def get_inference_specification_json()
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id: 2863
unit: def to_json()
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id: 2864
unit: def __getitem__()
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unit: def __getitem__()
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id: 2866
unit: def start_data_group()
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unit: def get_group_first_host()
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unit: def __len__()
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unit: def __getitem__()
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unit: def __len__()
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unit: def get_train_paths()
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unit: def get_val_paths()
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id: 2875
unit: def get_val_batch()
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id: 2876
unit: def get_batch()
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unit: def get_val_batch()
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id: 2878
unit: def get_batch()
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id: 2879
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id: 2881
unit: def _tokenize_function()
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id: 2882
unit: def tokenize()
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unit: def __init__()
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id: 2884
unit: def memory_status_cpu()
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id: 2885
unit: def write_nccl_test_stats()
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id: 2886
unit: def write_metrics_train_step()
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id: 2887
unit: def write_fn()
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unit: def _load_async_sharded()
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unit: def _load_async_local()
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id: 2891
unit: def finetune_with_pretrained_weights_check()
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id: 2892
unit: def finetune_check()
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unit: def is_s3_source()
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id: 2894
unit: def endpoint_ping()
file:       build_and_train_models/sm-marketplace_build_model_package_for_listing/src/scoring_logic.py
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id: 2895
unit: def _mp_fn()
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id: 2896
unit: def _mp_fn()
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id: 2897
unit: def generate_user_asns()
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id: 2898
unit: def generate_griffiths_data()
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id: 2899
unit: def plot_lda_topics()
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id: 2900
unit: def join()
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id: 2901
unit: def function_handler()
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id: 2902
unit: $()
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id: 2903
unit: def postprocess_handler()
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id: 2904
unit: def finalize()
file:      deploy_and_monitor/sm-triton_realtime_sme_flan_t5/workspace/model.py
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id: 2905
unit: def monitor_scaling_events()
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unit: def __init__()
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2907
unit: def _retry_if_error()
file:      deploy_and_monitor/sm-multi_model_endpoint_bring_your_own_container/container/dockerd-entrypoint.py
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end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 2908
unit: def _start_mms()
file:      deploy_and_monitor/sm-multi_model_endpoint_bring_your_own_container/container/dockerd-entrypoint.py
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end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 0

id: 2909
unit: def finalize()
file:      deploy_and_monitor/sm-triton_inferentia2/inf2_llm/gptj-6b/gptj/1/model.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2910
unit: def finalize()
file:      deploy_and_monitor/sm-triton_inferentia2/inf2_llm/opt-125m/opt/1/model.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2911
unit: def __init__()
file:      deploy_and_monitor/sm-model_monitor_byoc_llm_monitor/src/components/data_loader.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2912
unit: def is_running_in_docker()
file:      deploy_and_monitor/sm-model_monitor_byoc_llm_monitor/src/components/cloudwatch_logger.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2913
unit: def preprocess()
file:      deploy_and_monitor/sm-multi_cloud_deployment_with_onnx/pytorch/functionapp/mnist-onnx/function_app.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2914
unit: def monitor_scaling_events()
file:      deploy_and_monitor/sm-app_autoscaling_realtime_endpoints_step_scaling/utils/autoscaling.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2915
unit: def get_title()
file:      deploy_and_monitor/sm-lineage_cross_account_queries_with_ram/visualizer.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2916
unit: def output_fn()
file:      deploy_and_monitor/sm-batch_transform_pytorch/model-script/mnist.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2917
unit: def monitor_scaling_events()
file:      deploy_and_monitor/sm-app_autoscaling_realtime_endpoints/utils/autoscaling.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2918
unit: def __len__()
file:      deploy_and_monitor/sm-multi_container_endpoint_direct_invocation/pytorch/code/train.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2919
unit: def __getitem__()
file:      deploy_and_monitor/sm-multi_container_endpoint_direct_invocation/pytorch/code/train.py
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McCabe index: 1
number of parameters: 2

id: 2920
unit: def convert_df()
file:  archived/streamlit_demo/app.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2921
unit: def __len__()
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McCabe index: 1
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id: 2922
unit: def __getitem__()
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McCabe index: 1
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id: 2923
unit: def __len__()
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McCabe index: 1
number of parameters: 1

id: 2924
unit: def grad_accumulation_boundary()
file:  archived/smp-train-gptj-sharded-data-parallel-tp/train.py
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McCabe index: 1
number of parameters: 1

id: 2925
unit: def from_config()
file:  archived/single_gpu_single_node/scripts/vit.py
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McCabe index: 1
number of parameters: 2

id: 2926
unit: def call()
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McCabe index: 1
number of parameters: 2

id: 2927
unit: def from_config()
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McCabe index: 1
number of parameters: 2

id: 2928
unit: def from_config()
file:  archived/single_gpu_single_node/scripts/vit.py
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McCabe index: 1
number of parameters: 2

id: 2929
unit: def from_config()
file:  archived/single_gpu_single_node/scripts/vit.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2930
unit: def get_inference_specification_dict()
file:  archived/end_to_end_music_recommendation/code/inference_specification.py
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size: 2 LOC
McCabe index: 1
number of parameters: 5

id: 2931
unit: def set_namespace()
file:  archived/end_to_end_music_recommendation/code/parameter_store.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2932
unit: def delete()
file:  archived/end_to_end_music_recommendation/code/parameter_store.py
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size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 2933
unit: def clear()
file:  archived/end_to_end_music_recommendation/code/parameter_store.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2934
unit: def clear_all()
file:  archived/end_to_end_music_recommendation/code/parameter_store.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2935
unit: def _retry_if_error()
file:  archived/multi_model_catboost/container/mme_catboost/dockerd-entrypoint.py
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size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 2936
unit: def __len__()
file:  archived/smp-train-gpt-neox-sharded-data-parallel/data_pipeline.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2937
unit: def __getitem__()
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McCabe index: 1
number of parameters: 2

id: 2938
unit: def __len__()
file:  archived/smp-train-gpt-neox-sharded-data-parallel/data_pipeline.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2939
unit: def grad_accumulation_boundary()
file:  archived/smp-train-gpt-neox-sharded-data-parallel/train.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2940
unit: def input_fn()
file:  archived/nas_for_llm_with_amt/inference.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2941
unit: def mac_per_neuron()
file:  archived/nas_for_llm_with_amt/estimate_efficency.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2942
unit: def __call__()
file:  archived/nas_for_llm_with_amt/sampling.py
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size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 2943
unit: def get_smallest_sub_network()
file:  archived/nas_for_llm_with_amt/sampling.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2944
unit: def du()
file:  archived/autogluon-tabular/container-training/train.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2945
unit: def manhattan_dist()
file:  archived/rl_traveling_salesman_vehicle_routing_coach/src/TSP_baseline_utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 2946
unit: def default_preset_name()
file:  archived/rl_traveling_salesman_vehicle_routing_coach/src/evaluate-coach.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2947
unit: def default_preset_name()
file:  archived/rl_traveling_salesman_vehicle_routing_coach/src/train-coach.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2948
unit: def __init__()
file:  archived/rl_traveling_salesman_vehicle_routing_coach/src/TSP_env.py
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size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 2949
unit: def __init__()
file:  archived/rl_traveling_salesman_vehicle_routing_coach/src/TSP_env.py
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size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 2950
unit: def _get_master_host_name()
file:  archived/distributed_tensorflow_mask_rcnn/container-script-mode/resources/train.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2951
unit: def _start_ssh_daemon()
file:  archived/distributed_tensorflow_mask_rcnn/container-script-mode/resources/train.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2952
unit: def _get_master_host_name()
file:  archived/distributed_tensorflow_mask_rcnn/container-optimized-script-mode/resources/train.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2953
unit: def _start_ssh_daemon()
file:  archived/distributed_tensorflow_mask_rcnn/container-optimized-script-mode/resources/train.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2954
unit: def sigterm_handler()
file:  archived/rl_gamerserver_ray/game-env/minecraft-server-image/start.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2955
unit: def is_initialized()
file:  archived/rl_gamerserver_ray/common/env_utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2956
unit: def get_environment_states()
file:  archived/rl_gamerserver_ray/common/env_utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2957
unit: def get_environment_ids()
file:  archived/rl_gamerserver_ray/common/env_utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2958
unit: def collect_rollouts_for_single_env_with_given_episodes()
file:  archived/rl_gamerserver_ray/common/env_utils.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2959
unit: def collect_rollouts_for_single_env_with_given_steps()
file:  archived/rl_gamerserver_ray/common/env_utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2960
unit: def collect_rollouts_with_given_action_probs()
file:  archived/rl_gamerserver_ray/common/env_utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2961
unit: def _get_s3_key()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/sage_cluster_communicator.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2962
unit: def publish_latest_hosting_information()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/utils/cloudwatch_logger.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2963
unit: def publish_latest_training_information()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/utils/cloudwatch_logger.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2964
unit: def publish_newly_trained_model_eval_information()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/utils/cloudwatch_logger.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2965
unit: def _jsonify()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/workflow/manager/join_manager.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2966
unit: def name_next_join_job()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/workflow/manager/join_manager.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2967
unit: def _formatted_table_name()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/workflow/manager/join_manager.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2968
unit: def _jsonify()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/workflow/manager/experiment_manager.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2969
unit: def get_cloudwatch_dashboard_details()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/workflow/manager/experiment_manager.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2970
unit: def _jsonify()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/workflow/manager/model_manager.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2971
unit: def name_next_model()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/workflow/manager/model_manager.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2972
unit: def _fit_first_model()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/workflow/manager/model_manager.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2973
unit: def update_model_training_state()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/workflow/manager/model_manager.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2974
unit: def update_model_evaluation_state()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/workflow/manager/model_manager.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2975
unit: def get_input_obs_data_s3_path()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/workflow/datatypes/join_job_record.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2976
unit: def get_input_reward_data_s3_path()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/workflow/datatypes/join_job_record.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2977
unit: def get_obs_start_end_time()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/workflow/datatypes/join_job_record.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2978
unit: def add_new_training_job_info()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/workflow/datatypes/model_record.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2979
unit: def get_model_artifact_path()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/workflow/datatypes/model_record.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2980
unit: def update_model_as_failed()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/workflow/datatypes/model_record.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2981
unit: def update_eval_job_state()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/workflow/datatypes/model_record.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2982
unit: def update_eval_job_as_failed()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/workflow/datatypes/model_record.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2983
unit: def model_state()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/workflow/datatypes/model_record.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2984
unit: def _init_firehose_from_config()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/resource_manager.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2985
unit: def __init__()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/clients/ddb/experiment_db_client.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2986
unit: def update_experiment_record()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/clients/ddb/experiment_db_client.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2987
unit: def update_training_workflow_metadata_with_validation()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/clients/ddb/experiment_db_client.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2988
unit: def __init__()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/clients/ddb/model_db_client.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2989
unit: def update_model_job_state()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/clients/ddb/model_db_client.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2990
unit: def update_model_as_pending()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/clients/ddb/model_db_client.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2991
unit: def update_model_as_failed()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/clients/ddb/model_db_client.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2992
unit: def update_model_eval_job_state()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/clients/ddb/model_db_client.py
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size: 2 LOC
McCabe index: 3
number of parameters: 2

id: 2993
unit: def update_model_eval_as_pending()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/clients/ddb/model_db_client.py
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size: 2 LOC
McCabe index: 2
number of parameters: 2

id: 2994
unit: def update_model_eval_as_failed()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/clients/ddb/model_db_client.py
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size: 2 LOC
McCabe index: 3
number of parameters: 2

id: 2995
unit: def update_model_record()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/clients/ddb/model_db_client.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2996
unit: def __init__()
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2997
unit: def update_join_job_record()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/clients/ddb/join_db_client.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2998
unit: def update_join_job_input_obs_data_s3_path()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/clients/ddb/join_db_client.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2999
unit: def update_join_job_input_reward_data_s3_path()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/clients/ddb/join_db_client.py
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size: 2 LOC
McCabe index: 1
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id: 3000
unit: def update_join_job_output_joined_eval_data_s3_path()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/clients/ddb/join_db_client.py
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size: 2 LOC
McCabe index: 1
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id: 3001
unit: def update_join_job_output_joined_train_data_s3_path()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/clients/ddb/join_db_client.py
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McCabe index: 1
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id: 3002
unit: def config_schedule()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/coach_launcher.py
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size: 2 LOC
McCabe index: 1
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id: 3003
unit: def _change_hostname()
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 3004
unit: def _start_ssh_daemon()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/mpi_launcher.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 3005
unit: def _wait_for_mpi_to_start_running()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/mpi_launcher.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 3006
unit: def _wait_until_mpi_stops_running()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/mpi_launcher.py
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size: 2 LOC
McCabe index: 1
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id: 3007
unit: def __init__()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/mpi_launcher.py
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size: 2 LOC
McCabe index: 1
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id: 3008
unit: def make_output()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/onnx_utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 3009
unit: def reward()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/stable_baselines_launcher.py
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size: 2 LOC
McCabe index: 1
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id: 3010
unit: def _train()
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size: 2 LOC
McCabe index: 1
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id: 3011
unit: def __init__()
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McCabe index: 1
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id: 3012
unit: def store()
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McCabe index: 1
number of parameters: 3

id: 3013
unit: def atoi()
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McCabe index: 2
number of parameters: 1

id: 3014
unit: def natural_keys()
file:  archived/rl_gamerserver_ray/common/sagemaker_rl/tf_serving_utils.py
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McCabe index: 2
number of parameters: 1

id: 3015
unit: def index()
file:  archived/rl_gamerserver_ray/ap-server/app.py
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McCabe index: 1
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id: 3016
unit: def on_epoch_end()
file:  archived/language-modeling/scripts/run_clm.py
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McCabe index: 1
number of parameters: 3

id: 3017
unit: def on_epoch_end()
file:  archived/language-modeling/scripts/run_mlm.py
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size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 3018
unit: def between_steps_bottleneck()
file:  archived/tensorflow_profiling/entry_point/tf-TensorLike.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 3019
unit: def between_steps_bottleneck()
file:  archived/tensorflow_profiling/entry_point/train_tf.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 3020
unit: def __len__()
file:  archived/multi_model_pytorch/code/train.py
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McCabe index: 1
number of parameters: 1

id: 3021
unit: def __getitem__()
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McCabe index: 1
number of parameters: 2

id: 3022
unit: def from_config()
file:  archived/tensorflow_single_gpu_single_node/scripts/vit.py
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McCabe index: 1
number of parameters: 2

id: 3023
unit: def call()
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McCabe index: 1
number of parameters: 2

id: 3024
unit: def from_config()
file:  archived/tensorflow_single_gpu_single_node/scripts/vit.py
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McCabe index: 1
number of parameters: 2

id: 3025
unit: def from_config()
file:  archived/tensorflow_single_gpu_single_node/scripts/vit.py
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McCabe index: 1
number of parameters: 2

id: 3026
unit: def from_config()
file:  archived/tensorflow_single_gpu_single_node/scripts/vit.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 3027
unit: def default_preset_name()
file:  archived/rl_mountain_car_coach_gymEnv/src/evaluate-coach.py
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McCabe index: 1
number of parameters: 1

id: 3028
unit: def default_preset_name()
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McCabe index: 1
number of parameters: 1

id: 3029
unit: def __len__()
file:  archived/smp-train-t5-sharded-data-parallel/data_pipeline.py
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McCabe index: 1
number of parameters: 1

id: 3030
unit: def __getitem__()
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McCabe index: 1
number of parameters: 2

id: 3031
unit: def __len__()
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McCabe index: 1
number of parameters: 1

id: 3032
unit: def grad_accumulation_boundary()
file:  archived/smp-train-t5-sharded-data-parallel/train.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 3033
unit: def shape()
file:  archived/smp-train-t5-sharded-data-parallel/t5_flash_attn.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 3034
unit: def unshape()
file:  archived/smp-train-t5-sharded-data-parallel/t5_flash_attn.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 3035
unit: def get_inference_specification_dict()
file:  archived/retail_recommend/model_package_src/inference_specification.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 3036
unit: def get_inference_specification_json()
file:  archived/retail_recommend/model_package_src/inference_specification.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 3037
unit: def __iter__()
file:  archived/inference-benchmarking/benchmarking/concurrency_probe.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 3038
unit: def __next__()
file:  archived/inference-benchmarking/benchmarking/concurrency_probe.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 3039
unit: def num_invocation_scaler()
file:  archived/inference-benchmarking/benchmarking/concurrency_probe.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 3040
unit: def _create_pricing_filter()
file:  archived/inference-benchmarking/benchmarking/clients.py
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size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 3041
unit: def __init__()
file:  archived/inference-benchmarking/benchmarking/clients.py
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McCabe index: 1
number of parameters: 1

id: 3042
unit: def __init__()
file:  archived/inference-benchmarking/benchmarking/clients.py
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McCabe index: 1
number of parameters: 1

id: 3043
unit: def describe_endpoint_config()
file:  archived/inference-benchmarking/benchmarking/clients.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 3044
unit: def describe_endpoint()
file:  archived/inference-benchmarking/benchmarking/clients.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 3045
unit: def run_single_model()
file:  archived/inference-benchmarking/benchmarking/runner.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 3046
unit: def retrieve_predictor_from_endpoint()
file:  archived/inference-benchmarking/benchmarking/runner.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 3047
unit: def load_metrics_json()
file:  archived/inference-benchmarking/benchmarking/runner.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 3048
unit: def predict_fn()
file:  archived/huggingface-inference-recommender/code/inference.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 3049
unit: def default_preset_name()
file:  archived/rl_hvac_coach_energyplus/src/evaluate-coach.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 3050
unit: def default_preset_name()
file:  archived/rl_hvac_coach_energyplus/src/train-coach.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 3051
unit: def __init__()
file:  archived/rl_hvac_coach_energyplus/src/eplus/envs/pyEpError.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 3052
unit: def render()
file:  archived/rl_hvac_coach_energyplus/src/eplus/envs/data_center_env.py
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size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 3053
unit: def __init__()
file:  archived/rl_hvac_coach_energyplus/src/eplus/envs/socket_builder.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 3054
unit: def __init__()
file:  archived/rl_hvac_coach_energyplus/src/eplus/envs/socket_builder.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 3055
unit: def __exit__()
file:  archived/rl_hvac_coach_energyplus/src/eplus/envs/socket_builder.py
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size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 3056
unit: def render()
file:  archived/rl_hvac_coach_energyplus/src/eplus/envs/large_office_env.py
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size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 3057
unit: def get_executable()
file:  archived/credit_card_fraud_detector/env_setup.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 3058
unit: def get_features()
file:  archived/visualization/utils.py
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size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 3059
unit: def from_config()
file:  archived/vision-transformer/scripts/vit.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 3060
unit: def call()
file:  archived/vision-transformer/scripts/vit.py
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McCabe index: 1
number of parameters: 2

id: 3061
unit: def from_config()
file:  archived/vision-transformer/scripts/vit.py
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McCabe index: 1
number of parameters: 2

id: 3062
unit: def from_config()
file:  archived/vision-transformer/scripts/vit.py
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McCabe index: 1
number of parameters: 2

id: 3063
unit: def from_config()
file:  archived/vision-transformer/scripts/vit.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 3064
unit: def convert_struct()
file:  archived/sagemaker-pipeline-multi-model/sagemaker-pipeline/pipelines/_utils.py
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size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 3065
unit: def execute()
file:  archived/workshops/lab2-stable-diffusion/models/setup_conda/1/model.py
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end line: 0
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McCabe index: 1
number of parameters: 2

id: 3066
unit: def finalize()
file:  archived/workshops/lab2-stable-diffusion/models/setup_conda/1/model.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 3067
unit: def safe_std()
file:  archived/bandits_statlog_vw_customEnv/sim_app/statlog_sim_app.py
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size: 2 LOC
McCabe index: 3
number of parameters: 1

id: 3068
unit: def get_reward()
file:  archived/bandits_statlog_vw_customEnv/sim_app/statlog_sim_app.py
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McCabe index: 1
number of parameters: 0

id: 3069
unit: def __init__()
file:  archived/bandits_statlog_vw_customEnv/src/vw_model.py
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McCabe index: 1
number of parameters: 1

id: 3070
unit: def __init__()
file:  archived/bandits_statlog_vw_customEnv/src/io_utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 3071
unit: def train_input_fn()
file:  archived/managed_spot_training_tensorflow_estimator/iris_dnn_classifier.py
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McCabe index: 1
number of parameters: 2

id: 3072
unit: def eval_input_fn()
file:  archived/managed_spot_training_tensorflow_estimator/iris_dnn_classifier.py
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McCabe index: 1
number of parameters: 2

id: 3073
unit: def sample_block()
file:  archived/fraud_detection_using_graph_neural_networks/sagemaker_graph_fraud_detection/dgl_fraud_detection/sampler.py
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McCabe index: 1
number of parameters: 2

id: 3074
unit: def __init__()
file:  archived/rapids_bring_your_own/code/HPOConfig.py
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McCabe index: 1
number of parameters: 0

id: 3075
unit: def cleanup()
file:  archived/rapids_bring_your_own/code/workflows/MLWorkflowSingleCPU.py
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McCabe index: 1
number of parameters: 2

id: 3076
unit: def cleanup()
file:  archived/rapids_bring_your_own/code/workflows/MLWorkflowSingleGPU.py
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McCabe index: 1
number of parameters: 2

id: 3077
unit: def ingest_data()
file:  archived/rapids_bring_your_own/code/MLWorkflow.py
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McCabe index: 1
number of parameters: 1

id: 3078
unit: def handle_missing_data()
file:  archived/rapids_bring_your_own/code/MLWorkflow.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 3079
unit: def split_dataset()
file:  archived/rapids_bring_your_own/code/MLWorkflow.py
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McCabe index: 1
number of parameters: 3

id: 3080
unit: def fit()
file:  archived/rapids_bring_your_own/code/MLWorkflow.py
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McCabe index: 1
number of parameters: 3

id: 3081
unit: def predict()
file:  archived/rapids_bring_your_own/code/MLWorkflow.py
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McCabe index: 1
number of parameters: 3

id: 3082
unit: def score()
file:  archived/rapids_bring_your_own/code/MLWorkflow.py
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McCabe index: 1
number of parameters: 3

id: 3083
unit: def save_trained_model()
file:  archived/rapids_bring_your_own/code/MLWorkflow.py
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McCabe index: 1
number of parameters: 3

id: 3084
unit: def cleanup()
file:  archived/rapids_bring_your_own/code/MLWorkflow.py
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McCabe index: 1
number of parameters: 2

id: 3085
unit: def emit_final_score()
file:  archived/rapids_bring_your_own/code/MLWorkflow.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 3086
unit: def new_job_name_from_config()
file:  archived/rapids_bring_your_own/helper_functions.py
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McCabe index: 1
number of parameters: 0

id: 3087
unit: def __init__()
file:  archived/sentiment_parallel_batch/scripts/train.py
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McCabe index: 1
number of parameters: 2

id: 3088
unit: def on_train_begin()
file:  archived/sentiment_parallel_batch/scripts/train.py
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McCabe index: 1
number of parameters: 5

id: 3089
unit: def on_prediction_step()
file:  archived/sentiment_parallel_batch/scripts/train.py
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size: 2 LOC
McCabe index: 1
number of parameters: 5

id: 3090
unit: def train_input_fn()
file:  archived/keras_script_mode_pipe_mode_horovod/source_dir/cifar10_keras_main.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 3091
unit: def eval_input_fn()
file:  archived/keras_script_mode_pipe_mode_horovod/source_dir/cifar10_keras_main.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 3092
unit: def validation_input_fn()
file:  archived/keras_script_mode_pipe_mode_horovod/source_dir/cifar10_keras_main.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 3093
unit: def _int64_feature()
file:  archived/keras_script_mode_pipe_mode_horovod/generate_cifar10_tfrecords.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 3094
unit: def _bytes_feature()
file:  archived/keras_script_mode_pipe_mode_horovod/generate_cifar10_tfrecords.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 3095
unit: def touch()
file:  archived/pipe_bring_your_own/train.py
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McCabe index: 1
number of parameters: 1

id: 3096
unit: def __len__()
file:  archived/pytorch/code/train.py
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McCabe index: 1
number of parameters: 1

id: 3097
unit: def __getitem__()
file:  archived/pytorch/code/train.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 3098
unit: def keystoint()
file:  archived/identify_key_insights_from_textual_document/containers/entity_recognition/finetuning/inference.py
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size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 3099
unit: def get_all_tokens_and_ner_tags()
file:  archived/identify_key_insights_from_textual_document/containers/entity_recognition/finetuning/training.py
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size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 3100
unit: def __init__()
file:  archived/identify_key_insights_from_textual_document/containers/relationship_extraction/package/data/tokenizers.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 3101
unit: def save()
file:  archived/identify_key_insights_from_textual_document/containers/relationship_extraction/package/data/tokenizers.py
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size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 3102
unit: def decode()
file:  archived/identify_key_insights_from_textual_document/containers/relationship_extraction/package/data/tokenizers.py
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size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 3103
unit: def num_entity_tokens_to_add()
file:  archived/identify_key_insights_from_textual_document/containers/relationship_extraction/package/data/tokenizers.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 3104
unit: def num_special_tokens_to_add()
file:  archived/identify_key_insights_from_textual_document/containers/relationship_extraction/package/data/tokenizers.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 3105
unit: def set_truncation()
file:  archived/identify_key_insights_from_textual_document/containers/relationship_extraction/package/data/tokenizers.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 3106
unit: def set_padding()
file:  archived/identify_key_insights_from_textual_document/containers/relationship_extraction/package/data/tokenizers.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 3107
unit: def entity_one_start_token()
file:  archived/identify_key_insights_from_textual_document/containers/relationship_extraction/package/data/tokenizers.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 3108
unit: def entity_one_start_token_id()
file:  archived/identify_key_insights_from_textual_document/containers/relationship_extraction/package/data/tokenizers.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 3109
unit: def entity_one_end_token()
file:  archived/identify_key_insights_from_textual_document/containers/relationship_extraction/package/data/tokenizers.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

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file:  archived/Image_Classification_VIT/scripts/train_images.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 3217
unit: def default_preset_name()
file:  archived/rl_stock_trading_coach_customEnv/src/evaluate-coach.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 3218
unit: def load_relative()
file:  archived/rl_stock_trading_coach_customEnv/src/data.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 3219
unit: def default_preset_name()
file:  archived/rl_stock_trading_coach_customEnv/src/train-coach.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 3220
unit: def render()
file:  archived/rl_stock_trading_coach_customEnv/src/trading_env.py
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size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 3221
unit: def close()
file:  archived/rl_stock_trading_coach_customEnv/src/trading_env.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 3222
unit: def __init__()
file:  archived/rl_stock_trading_coach_customEnv/src/trading_env.py
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size: 2 LOC
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number of parameters: 0

id: 3223
unit: def postprocess_handler()
file:  archived/getting_started/postprocessor.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 3224
unit: def get_title()
file:  archived/sagemaker-lineage/visualizer.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 3225
unit: def fit()
file:  archived/churn_prediction_multimodality_of_text_and_tabular/containers/huggingface_transformer_randomforest/entry_point.py
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id: 3226
unit: def __init__()
file:  archived/bandits_recsys_movielens_testbed/src/vw_agent.py
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size: 2 LOC
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number of parameters: 1

id: 3227
unit: def choose_actions()
file:  archived/bandits_recsys_movielens_testbed/src/vw_agent.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 3228
unit: def generate_experience_string_multiline()
file:  archived/bandits_recsys_movielens_testbed/src/vw_agent.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 3229
unit: def __init__()
file:  archived/bandits_recsys_movielens_testbed/src/io_utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 3230
unit: def get_inference_specification_dict()
file:  archived/fraud_detection/model_package_src/inference_specification.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 3231
unit: def get_inference_specification_json()
file:  archived/fraud_detection/model_package_src/inference_specification.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 3232
unit: def _configure_distribution()
file:  archived/autogluon-sagemaker-pipeline/pipelines/ag_model.py
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size: 2 LOC
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number of parameters: 2

id: 3233
unit: def __init__()
file:  archived/autogluon-sagemaker-pipeline/pipelines/ag_model.py
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id: 3234
unit: def convert_struct()
file:  archived/autogluon-sagemaker-pipeline/pipelines/_utils.py
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number of parameters: 1

id: 3235
unit: def count_parameters()
file:  archived/onnx-roberta-backend/utils/model_utils.py
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size: 2 LOC
McCabe index: 3
number of parameters: 1

id: 3236
unit: def package_triton_model()
file:  archived/onnx-roberta-backend/utils/model_utils.py
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size: 2 LOC
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number of parameters: 0

id: 3237
unit: def tokenize()
file:  archived/pytorch-sagemaker-huggingface/scripts/preprocess/preprocessing.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 3238
unit: def exit_gracefully()
file:  archived/basic-training-container/docker/code/utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 3239
unit: def print_json_object()
file:  archived/basic-training-container/docker/code/utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 3240
unit: def __init__()
file:  archived/llm_monitor_byoc/src/components/data_loader.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 3241
unit: def is_running_in_docker()
file:  archived/llm_monitor_byoc/src/components/cloudwatch_logger.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 3242
unit: def get_image_name()
file:  archived/keras_bring_your_own/main.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 3243
unit: def load_hyperparameters()
file:  archived/keras_bring_your_own/trainer/environment.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 3244
unit: def load_resource_config()
file:  archived/keras_bring_your_own/trainer/environment.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 3245
unit: def load_input_data_config()
file:  archived/keras_bring_your_own/trainer/environment.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 3246
unit: def get_channel_dir()
file:  archived/keras_bring_your_own/trainer/environment.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 3247
unit: def get_available_cpus()
file:  archived/keras_bring_your_own/trainer/environment.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 3248
unit: def __init__()
file:  archived/keras_bring_your_own/trainer/environment.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 3249
unit: def __getitem__()
file:  archived/keras_bring_your_own/trainer/environment.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 3250
unit: def __len__()
file:  archived/keras_bring_your_own/trainer/environment.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 3251
unit: def __iter__()
file:  archived/keras_bring_your_own/trainer/environment.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 3252
unit: def __str__()
file:  archived/keras_bring_your_own/trainer/environment.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 3253
unit: def __repr__()
file:  archived/keras_bring_your_own/trainer/environment.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 3254
unit: def _return_error()
file:  archived/tensorflow-cloudwatch/code/inference.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 3255
unit: def __init__()
file:  archived/Text_Classification_BERT/scripts/train_bert.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 3256
unit: def val_dataloader()
file:  archived/Text_Classification_BERT/scripts/train_bert.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 3257
unit: def test_dataloader()
file:  archived/Text_Classification_BERT/scripts/train_bert.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 3258
unit: def predict_dataloader()
file:  archived/Text_Classification_BERT/scripts/train_bert.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 3259
unit: def forward()
file:  archived/Text_Classification_BERT/scripts/train_bert.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 3260
unit: def validation_step()
file:  archived/Text_Classification_BERT/scripts/train_bert.py
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McCabe index: 1
number of parameters: 3

id: 3261
unit: def test_step()
file:  archived/Text_Classification_BERT/scripts/train_bert.py
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size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 3262
unit: def predict_fn()
file:  archived/sklearn/train.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 3263
unit: def count_parameters()
file:  archived/roberta_traced_triton/utils/model_utils.py
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size: 2 LOC
McCabe index: 3
number of parameters: 1

id: 3264
unit: def package_triton_model()
file:  archived/roberta_traced_triton/utils/model_utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 3265
unit: def between_steps_bottleneck()
file:  archived/sagemaker-debugger/debugger_interactive_analysis_profiling/train_tf.py
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size: 2 LOC
McCabe index: 1
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id: 3266
unit: def finalize()
file:  archived/t5_pytorch_python-backend/workspace/model.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 3267
unit: def _predict_fn()
file:  archived/multicategory_sec/code/inference.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 3268
unit: def _configure_distribution()
file:  archived/multicategory_sec/ag_model.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 3269
unit: def __init__()
file:  archived/multicategory_sec/ag_model.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 3270
unit: def tokenize()
file:   responsible_ai/sm-clarify_text_explainability_text_sentiment_analysis/scripts/train.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 3271
unit: def tokenize()
file:   responsible_ai/sm-clarify_natural_language_processing_online_explainability/scripts/train.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 3272
unit: def input_fn()
file:     generative_ai/sm-finetuning_huggingface_with_your_own_scripts_and_data/source/inference.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 3273
unit: def load_and_tokenize_dataset()
file:     generative_ai/sm-finetuning_huggingface_with_your_own_scripts_and_data/source/train.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 3274
unit: def additional_method()
file:    ml_ops/sm-pipelines_step_caching/artifacts/code/processing/preprocessing_2.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 3275
unit: def __repr__()
file:        prepare_data/sm-ground_truth_object_detection_example/ground_truth_od.py
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McCabe index: 1
number of parameters: 1

id: 3276
unit: def __repr__()
file:        prepare_data/sm-ground_truth_object_detection_example/ground_truth_od.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 3277
unit: def n_consolidated_boxes()
file:        prepare_data/sm-ground_truth_object_detection_example/ground_truth_od.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 3278
unit: def n_worker_boxes()
file:        prepare_data/sm-ground_truth_object_detection_example/ground_truth_od.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 3279
unit: def plot_consolidated_bbs()
file:        prepare_data/sm-ground_truth_object_detection_example/ground_truth_od.py
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size: 2 LOC
McCabe index: 1
number of parameters: 5

id: 3280
unit: def plot_gt_bbs()
file:        prepare_data/sm-ground_truth_object_detection_example/ground_truth_od.py
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size: 2 LOC
McCabe index: 1
number of parameters: 5

id: 3281
unit: def generate_random_string()
file:        prepare_data/sm-ground_truth_active_learning_workflow_bring_your_own_model/src/dependency/python/string_helper.py
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size: 2 LOC
McCabe index: 2
number of parameters: 2

id: 3282
unit: def generate_job_id_and_s3_path()
file:        prepare_data/sm-ground_truth_active_learning_workflow_bring_your_own_model/src/dependency/python/string_helper.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 3283
unit: def get_uri()
file:        prepare_data/sm-ground_truth_active_learning_workflow_bring_your_own_model/src/dependency/python/s3_helper.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 3284
unit: def upload()
file:        prepare_data/sm-ground_truth_active_learning_workflow_bring_your_own_model/src/dependency/python/s3_helper.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 3285
unit: def query_helper()
file:        prepare_data/sm-ground_truth_active_learning_workflow_bring_your_own_model/src/dependency/python/s3_helper.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 3286
unit: def download_with_query()
file:        prepare_data/sm-ground_truth_active_learning_workflow_bring_your_own_model/src/dependency/python/s3_helper.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 3287
unit: def copy_with_query()
file:        prepare_data/sm-ground_truth_active_learning_workflow_bring_your_own_model/src/dependency/python/s3_helper.py
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size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 3288
unit: def copy_with_query_and_transform()
file:        prepare_data/sm-ground_truth_active_learning_workflow_bring_your_own_model/src/dependency/python/s3_helper.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 3289
unit: def write_selector_file()
file:        prepare_data/sm-ground_truth_active_learning_workflow_bring_your_own_model/src/ActiveLearning/perform_active_learning.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 3290
unit: def resource_config()
file:        prepare_data/sm-ground_truth_active_learning_workflow_bring_your_own_model/src/ActiveLearning/prepare_for_training.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 3291
unit: def get_label_index()
file:        prepare_data/sm-ground_truth_active_learning_workflow_bring_your_own_model/src/ActiveLearning/helper.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 3292
unit: def _dump_jsonlines_entry()
file:        prepare_data/sm-ground_truth_active_learning_workflow_bring_your_own_model/container/news-classifier/predictor.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 3293
unit: def __init__()
file:      deploy_and_monitor/sm-model_monitor_byoc_llm_monitor/src/components/cloudwatch_logger.py
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size: 1 LOC
McCabe index: 1
number of parameters: 1

id: 3294
unit: def __len__()
file:  archived/smddp_deepspeed_example/code/utils.py
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McCabe index: 1
number of parameters: 1

id: 3295
unit: def __init__()
file:  archived/llm_monitor_byoc/src/components/cloudwatch_logger.py
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size: 1 LOC
McCabe index: 1
number of parameters: 1