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unit: def _setup_distribution_strategy()
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unit: def main()
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unit: def _scan_vulnerabilities()
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unit: def prepare_batch_payload()
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unit: def run_from_endpoint()
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unit: def train()
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unit: public static async Task GetOrCreateComponentVersionAsync()
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id: 38
unit: def convert_mask_in_VOC_to_jsonl()
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unit: def convert_mask_in_VOC_to_jsonl()
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unit: def convert_mask_in_VOC_to_jsonl()
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unit: def convert_mask_in_VOC_to_jsonl()
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unit: def convert_mask_in_VOC_to_jsonl()
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unit: def _install()
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id: 44
unit: def create_jsonl_and_mltable_files()
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unit: public static async Task SubmitPipelineJobAsync()
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unit: def write_readme()
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unit: def main()
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unit: def convert()
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unit: def upload_data_and_create_jsonl_mltable_files()
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unit: def main()
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unit: def upload_data_and_create_jsonl_mltable_files()
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unit: def write_readme()
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unit: def main()
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unit: def main()
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unit: def upload_data_and_create_jsonl_mltable_files()
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unit: def parse_args()
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unit: def input_filelist_decorator()
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unit: def parse_args()
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unit: def prepare_data_for_online_inference()
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unit: def input_filelist_decorator()
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unit: def prepare_data_for_online_inference()
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unit: def parse_model_input_from_input_data_transformers()
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id: 67
unit: def _scan_malware()
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id: 68
unit: def train()
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unit: def extract_pdf_content()
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unit: def main_function()
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unit: def main()
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unit: def create_jsonl_and_mltable_files()
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unit: def prefetched_loader()
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unit: def load_image()
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unit: def log_metrics()
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unit: def day_of_the_week()
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unit: def mnist_dataset()
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unit: def train_model()
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id: 613
unit: def get_master_ip()
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id: 614
unit: def get_optimizer()
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id: 615
unit: def lr_step_policy()
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id: 616
unit: def SEBottleneck()
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unit: def accuracy()
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id: 618
unit: def prepare_data_for_online_inference()
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unit: def load_csv()
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unit: def parse_args()
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id: 624
unit: def convert_chatml_messages_to_chat_history()
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unit: def __init__()
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id: 632
unit: def lr_linear_policy()
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unit: def __init__()
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id: 639
unit: def generate_onnx_batch_model()
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unit: def _convert_to_rcnn_output()
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id: 641
unit: def analyze_text()
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unit: def convert()
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unit: def normalize_volume()
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unit: def convert_volume_to_slices()
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unit: def create_oai_assistant()
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unit: def compute_categorical_features()
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id: 650
unit: public async Task GetAccessTokenAsync()
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id: 651
unit: public static async Task DeleteResourceGroup()
file: sdk/dotnet/AzureML-Samples-CSharp/Resources/ResourceGroup/ResourceGroupOperations.cs
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unit: def init()
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unit: def write_asset_workflow()
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unit: def lr_linear_policy()
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unit: def prepare_online_payload()
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id: 674
unit: for await()
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unit: def extract_delay_from_rate_limit_error_msg()
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unit: def load_hf_dataset()
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id: 710
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id: 711
unit: def _populate_label()
file: sdk/python/foundation-models/system/finetune/video-multi-object-tracking/cocovid2jsonl.py
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id: 712
unit: def parsing_mask()
file: sdk/python/foundation-models/system/finetune/image-instance-segmentation/jsonl_converter.py
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id: 713
unit: def read_dicom()
file: sdk/python/foundation-models/healthcare-ai/medimageparse/sematic-segmentation-demo/processing_utils.py
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id: 714
unit: def run_inference()
file: sdk/python/foundation-models/healthcare-ai/medimageparse/sematic-segmentation-demo/processing_utils.py
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id: 715
unit: def grant_rbac_permissions()
file: sdk/python/featurestore_sample/featurestore/setup/setup_storage_uai.py
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id: 716
unit: def _uninstall()
file: setup/setup-ci/security-scanner/amlsecscan.py
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id: 717
unit: def _filter_trivy_results()
file: setup/setup-ci/security-scanner/amlsecscan.py
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id: 718
unit: def run()
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unit: def run()
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id: 723
unit: def run()
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unit: def parse_args()
file: cli/jobs/pipelines/automl/image-multilabel-classification-fridge-items-pipeline/components/src/register.py
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unit: def parsing_mask()
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unit: def parse_args()
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unit: def parse_args()
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unit: def parse_args()
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id: 739
unit: def parse_args()
file: cli/jobs/pipelines/automl/cli-automl-text-classification-newsgroup-pipeline/components/src/register.py
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unit: def parse_args()
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unit: def __enter__()
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unit: def __next__()
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unit: def runtime_error_report()
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unit: def forward()
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id: 745
unit: public DataSetIterator generateDataset()
file: cli/jobs/single-step/java/iris/src/main/java/com/microsoft/ml/experiment/MlFlowExperiment.java
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id: 746
unit: public void trainDLModel()
file: cli/jobs/single-step/java/iris/src/main/java/com/microsoft/ml/experiment/MlFlowExperiment.java
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unit: def forward()
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id: 748
unit: def evaluate_model()
file: cli/jobs/single-step/pytorch/iris/src/main.py
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id: 749
unit: def init_hidden()
file: cli/jobs/single-step/pytorch/word-language-model/src/model.py
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id: 750
unit: def process_data()
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id: 751
unit: def main()
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id: 752
unit: def parse_args()
file: cli/jobs/single-step/scikit-learn/diabetes/src/main.py
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unit: def validate()
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unit: def parsing_mask()
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unit: def _get_data_loader()
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unit: def _populate_label()
file: cli/foundation-models/system/finetune/video-multi-object-tracking/cocovid2jsonl.py
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id: 759
unit: def parsing_mask()
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id: 760
unit: async function listComponentVersion()
file: sdk/typescript/src/assets/component/componentVersionsListSample.ts
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id: 761
unit: def render_with_token_limit()
file: sdk/python/generative-ai/rag/code_first/flows/chat-with-index/src/utils/oai.py
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unit: def qna()
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unit: def __init__()
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id: 770
unit: def cleanseData()
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id: 771
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unit: def draw_one_plot()
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unit: def get_dict()
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unit: def cleanseData()
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id: 775
unit: def gen_wrapper()
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id: 776
unit: def get_pytorch_train_loader()
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unit: def get_pytorch_val_loader()
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id: 778
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id: 781
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unit: def draw_one_plot()
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id: 783
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id: 784
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id: 785
unit: def encode_mask_as_rle()
file: sdk/python/jobs/automl-standalone-jobs/jsonl-conversion/masktools.py
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id: 786
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id: 787
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file: sdk/python/foundation-models/healthcare-ai/medimageparse/sematic-segmentation-demo/processing_utils.py
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id: 788
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file: sdk/python/foundation-models/healthcare-ai/medimageparse/mip_utils.py
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id: 789
unit: def sample_holdout_set()
file: sdk/python/foundation-models/healthcare-ai/medimageinsight/exam-parameter-demo/exam_parameter_helpers.py
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id: 790
unit: def create_exam_param_struct_from_dicom_tags()
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id: 794
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file: cli/monitoring/components/custom_signal/src/run.py
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id: 795
unit: def write_workflows()
file: cli/readme.py
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file: cli/jobs/nebulaml/PyTorch_CNN_MNIST/train.py
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file: cli/jobs/pipelines/nyc-taxi/src/prep/prep.py
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file: cli/jobs/basics/src/hello-sweep.py
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file: cli/jobs/single-step/java/iris/src/main/java/com/microsoft/ml/experiment/MLFlowExperimentRunner.java
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id: 810
unit: function test()
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id: 811
unit: def parse_args()
file: cli/jobs/single-step/pytorch/iris/src/main.py
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id: 812
unit: def _generate_square_subsequent_mask()
file: cli/jobs/single-step/pytorch/word-language-model/src/model.py
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id: 813
unit: def get_dict()
file: cli/jobs/pipelines-with-components/nyc_taxi_data_regression/prep_src/prep.py
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id: 814
unit: def cleanseData()
file: cli/jobs/pipelines-with-components/nyc_taxi_data_regression/prep_src/prep.py
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id: 815
unit: def gen_wrapper()
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id: 816
unit: def get_pytorch_train_loader()
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id: 817
unit: def get_pytorch_val_loader()
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id: 818
unit: def get_syntetic_loader()
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id: 819
unit: def forward()
file: cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/image_classification/resnet.py
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id: 820
unit: def mixup()
file: cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/image_classification/mixup.py
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unit: def get_dict()
file: cli/jobs/pipelines-with-components/pipeline_with_pipeline_component/nyc_taxi_data_regression_with_pipeline_component/data_pipeline/prep_src/prep.py
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id: 822
unit: def cleanseData()
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id: 823
unit: def nparray_tolist()
file: cli/foundation-models/system/inference/text-to-image/scoring-files/score/score_batch.py
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id: 824
unit: def download_images()
file: cli/foundation-models/system/finetune/text-to-image/prepare_data.py
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id: 825
unit: def get_mlflow_import()
file: tutorials/readme.py
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id: 826
unit: export function getEnvironmentVariable()
file: sdk/typescript/src/utils/helper.ts
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id: 827
unit: export function sleep()
file: sdk/typescript/src/utils/helper.ts
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id: 828
unit: def retry_and_handle_exceptions()
file: sdk/python/generative-ai/rag/code_first/flows/chat-with-index/src/utils/retry.py
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id: 829
unit: def retry_and_handle_exceptions_for_generator()
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id: 830
unit: def print_stream_and_return_full_answer()
file: sdk/python/generative-ai/rag/code_first/flows/chat-with-index/src/main.py
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id: 832
unit: def chat_with_index_tool()
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id: 833
unit: def preprocess_heart_disease_data()
file: sdk/python/endpoints/batch/deploy-pipelines/training-with-components/components/prepare/src/prepare.py
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id: 834
unit: def preprocess_heart_disease_data()
file: sdk/python/endpoints/batch/deploy-pipelines/batch-scoring-with-preprocessing/components/prepare/src/prepare.py
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unit: def __init__()
file: sdk/python/endpoints/batch/deploy-models/mnist-classifier/deployment-torch/code/mnist_classifier.py
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id: 836
unit: def run()
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unit: def init()
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unit: def run()
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id: 839
unit: def init()
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unit: def run()
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unit: def run()
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unit: def init()
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unit: def run()
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unit: def init()
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unit: def run()
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unit: def init()
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unit: def init()
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id: 851
unit: def init()
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id: 852
unit: def change_working_dir()
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id: 853
unit: def parse_args()
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id: 854
unit: def binarise_mask()
file: sdk/python/jobs/pipelines/1h_automl_in_pipeline/automl-image-instance-segmentation-in-pipeline/jsonl_converter.py
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id: 855
unit: def change_working_dir()
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id: 856
unit: def add_parser_arguments()
file: sdk/python/jobs/pipelines/2d_image_classification_with_densenet/imagecnn_train/checkpoint2model.py
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id: 857
unit: def forward()
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id: 858
unit: def lr_policy()
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id: 859
unit: def _lr_fn()
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id: 860
unit: def define_graph()
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id: 861
unit: def timed_generator()
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id: 862
unit: def reduce_tensor()
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id: 863
unit: def process_data()
file: sdk/python/jobs/pipelines/1c_pipeline_with_hyperparameter_sweep/train-src/train.py
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id: 864
unit: def call()
file: sdk/python/jobs/single-step/tensorflow/train-hyperparameter-tune-deploy-with-tensorflow/src/tf_mnist.py
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id: 865
unit: def run_optimization()
file: sdk/python/jobs/single-step/tensorflow/train-hyperparameter-tune-deploy-with-tensorflow/src/tf_mnist.py
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id: 866
unit: def calculate_metrics()
file: sdk/python/jobs/automl-standalone-jobs/automl-forecasting-task-energy-demand/metrics_helper.py
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id: 867
unit: def create_ml_table()
file: sdk/python/jobs/automl-standalone-jobs/automl-forecasting-github-dau/helpers/generate_ml_table.py
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id: 868
unit: def init()
file: sdk/python/jobs/automl-standalone-jobs/automl-forecasting-github-dau/helpers/forecasting_script.py
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id: 869
unit: def calculate_metrics()
file: sdk/python/jobs/automl-standalone-jobs/automl-forecasting-github-dau/helpers/metrics_helper.py
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id: 870
unit: def calculate_metrics()
file: sdk/python/jobs/automl-standalone-jobs/automl-forecasting-orange-juice-sales/metrics_helper.py
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id: 871
unit: def create_ml_table()
file: sdk/python/jobs/automl-standalone-jobs/automl-forecasting-task-bike-share/forecast/generate_ml_table.py
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id: 872
unit: def calculate_metrics()
file: sdk/python/jobs/automl-standalone-jobs/automl-forecasting-task-bike-share/metrics_helper.py
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id: 873
unit: def letterbox()
file: sdk/python/jobs/automl-standalone-jobs/automl-image-object-detection-task-fridge-items/yolo_onnx_preprocessing_utils.py
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id: 874
unit: def xywh2xyxy()
file: sdk/python/jobs/automl-standalone-jobs/automl-image-object-detection-task-fridge-items/yolo_onnx_preprocessing_utils.py
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id: 875
unit: def binarise_mask()
file: sdk/python/jobs/automl-standalone-jobs/jsonl-conversion/voc_jsonl_converter.py
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id: 876
unit: def write_json_lines()
file: sdk/python/jobs/automl-standalone-jobs/jsonl-conversion/base_jsonl_converter.py
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id: 877
unit: def convert()
file: sdk/python/jobs/automl-standalone-jobs/jsonl-conversion/coco_jsonl_converter.py
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id: 878
unit: def _populate_image_details()
file: sdk/python/jobs/automl-standalone-jobs/jsonl-conversion/coco_jsonl_converter.py
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id: 879
unit: def convert()
file: sdk/python/jobs/automl-standalone-jobs/jsonl-conversion/classification_jsonl_converter.py
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id: 880
unit: def _check_data_type_from_model_signature()
file: sdk/python/foundation-models/system/inference/text-to-image/scoring-files/score/score_batch.py
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id: 881
unit: def __init__()
file: sdk/python/foundation-models/system/finetune/Llama-notebooks/datagen/utils.py
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id: 882
unit: def __init__()
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id: 883
unit: def _populate_image_details()
file: sdk/python/foundation-models/system/finetune/video-multi-object-tracking/cocovid2jsonl.py
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id: 884
unit: def _populate_video_details()
file: sdk/python/foundation-models/system/finetune/video-multi-object-tracking/cocovid2jsonl.py
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id: 885
unit: def _populate_image_details()
file: sdk/python/foundation-models/system/finetune/image-object-detection/coco2jsonl.py
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id: 886
unit: def _populate_label()
file: sdk/python/foundation-models/system/finetune/image-object-detection/coco2jsonl.py
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id: 887
unit: def convert()
file: sdk/python/foundation-models/system/finetune/image-object-detection/coco2jsonl.py
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id: 888
unit: def binarise_mask()
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id: 889
unit: def save_and_generate_image()
file: sdk/python/foundation-models/stabilityai/gradio_sample/Text_to_Image.py
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id: 890
unit: def allowSelfSignedHttps()
file: sdk/python/foundation-models/healthcare-ai/medimageparse/mip_utils.py
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id: 891
unit: def __init__()
file: sdk/python/foundation-models/healthcare-ai/medimageinsight/classification_demo/MedImageInsight.py
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id: 892
unit: def allowSelfSignedHttps()
file: sdk/python/foundation-models/healthcare-ai/medimageinsight/classification_demo/MedImageInsight.py
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unit: def __init__()
file: sdk/python/responsible-ai/mlflow-deployment-with-explanations/explanation_wrapper.py
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id: 894
unit: def create_gen2_storage_container()
file: sdk/python/featurestore_sample/featurestore/setup/setup_storage_uai.py
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file: sdk/python/featurestore_sample/featurestore/featuresets/transactions_custom_source/source_process_code/source_process.py
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id: 896
unit: def main()
file: setup/setup-repo/docs.py
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id: 897
unit: def preprocess_heart_disease_data()
file: cli/endpoints/batch/deploy-pipelines/training-with-components/components/prepare/src/prepare.py
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id: 898
unit: def preprocess_heart_disease_data()
file: cli/endpoints/batch/deploy-pipelines/batch-scoring-with-preprocessing/components/prepare/src/prepare.py
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file: cli/endpoints/batch/deploy-models/mnist-classifier/deployment-torch/code/mnist_classifier.py
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unit: def postprocess()
file: cli/endpoints/online/triton/single-model/triton_cc_scoring.py
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id: 912
unit: def write_script_workflow()
file: cli/readme.py
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id: 913
unit: def get_model_filename()
file: cli/jobs/pipelines/automl/demand-forecast-pipeline/components/infer_src/infer.py
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id: 914
unit: def binarise_mask()
file: cli/jobs/pipelines/automl/image-instance-segmentation-task-fridge-items-pipeline/jsonl_converter.py
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id: 915
unit: def __init__()
file: cli/jobs/pipelines/tensorflow-image-segmentation/src/segmentation/io.py
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id: 916
unit: def setup_datasets()
file: cli/jobs/pipelines/tensorflow-image-segmentation/src/tf_helper/training.py
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size: 7 LOC
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id: 917
unit: def on_epoch_begin()
file: cli/jobs/pipelines/tensorflow-image-segmentation/src/tf_helper/profiling.py
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id: 918
unit: def parse_args()
file: cli/jobs/basics/src/hello-sweep.py
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McCabe index: 1
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id: 919
unit: def main()
file: cli/jobs/single-step/pytorch/iris/src/main.py
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id: 920
unit: def forward()
file: cli/jobs/single-step/pytorch/word-language-model/src/model.py
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id: 921
unit: def process_data()
file: cli/jobs/single-step/on-behalf-of/src/src/main.py
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id: 922
unit: def process_data()
file: cli/jobs/single-step/scikit-learn/iris/src/main.py
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id: 923
unit: def process_data()
file: cli/jobs/single-step/scikit-learn/diabetes/src/main.py
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id: 924
unit: def add_parser_arguments()
file: cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/checkpoint2model.py
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unit: def forward()
file: cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/image_classification/smoothing.py
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id: 926
unit: def lr_policy()
file: cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/image_classification/training.py
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id: 927
unit: def _lr_fn()
file: cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/image_classification/training.py
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id: 928
unit: def define_graph()
file: cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/image_classification/dataloaders.py
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id: 929
unit: def timed_generator()
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id: 930
unit: def reduce_tensor()
file: cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/image_classification/utils.py
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unit: def process_data()
file: cli/jobs/pipelines-with-components/pipeline_with_hyperparameter_sweep/train-src/train.py
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id: 932
unit: def binarise_mask()
file: cli/jobs/automl-standalone-jobs/cli-automl-image-instance-segmentation-task-fridge-items/jsonl_converter.py
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id: 933
unit: def _check_data_type_from_model_signature()
file: cli/foundation-models/system/inference/text-to-image/scoring-files/score/score_batch.py
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id: 934
unit: def _populate_image_details()
file: cli/foundation-models/system/finetune/video-multi-object-tracking/cocovid2jsonl.py
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id: 935
unit: def _populate_video_details()
file: cli/foundation-models/system/finetune/video-multi-object-tracking/cocovid2jsonl.py
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id: 936
unit: def binarise_mask()
file: cli/foundation-models/system/finetune/image-instance-segmentation/jsonl_converter.py
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id: 937
unit: def num_labels_from_task()
file: best-practices/largescale-deep-learning/Training/Bert-Pretrain/src/glue_datasets.py
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McCabe index: 3
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id: 938
unit: def get_metric_name_from_task()
file: best-practices/largescale-deep-learning/Training/Bert-Pretrain/src/glue_datasets.py
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size: 7 LOC
McCabe index: 3
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id: 939
unit: def num_labels_from_task()
file: best-practices/largescale-deep-learning/Training/DeepSpeed-Autotuning/src/glue_datasets.py
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id: 940
unit: def get_metric_name_from_task()
file: best-practices/largescale-deep-learning/Training/DeepSpeed-Autotuning/src/glue_datasets.py
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id: 941
unit: def main()
file: tutorials/readme.py
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id: 942
unit: def change_working_dir()
file: tutorials/readme.py
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id: 943
unit: async function getComputes()
file: sdk/typescript/src/resources/compute/computeList.ts
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id: 944
unit: for await()
file: sdk/typescript/src/resources/compute/computeList.ts
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id: 945
unit: for await()
file: sdk/typescript/src/resources/compute/computeList.ts
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McCabe index: 2
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id: 946
unit: def qna_tool()
file: sdk/python/generative-ai/rag/code_first/flows/chat-with-index/qna_tool.py
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id: 947
unit: def convert_chat_history_to_chatml_messages()
file: sdk/python/generative-ai/rag/code_first/flows/chat-with-index/qna_tool.py
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id: 948
unit: def convert_chat_history_to_chatml_messages()
file: sdk/python/generative-ai/rag/code_first/flows/chat-with-index/chat_with_index_tool.py
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id: 949
unit: def format()
file: sdk/python/generative-ai/promptflow/deploy-flow/streaming/chatapp.py
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id: 950
unit: def apply_delta()
file: sdk/python/generative-ai/promptflow/deploy-flow/streaming/chatapp.py
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id: 951
unit: def forward()
file: sdk/python/endpoints/batch/deploy-models/mnist-classifier/deployment-torch/code/mnist_classifier.py
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id: 952
unit: def init()
file: sdk/python/endpoints/online/mlflow/sklearn-diabetes/src/score.py
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unit: def run()
file: sdk/python/endpoints/online/managed/binary-payloads/code/multi-file-to-json-score.py
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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: 957
unit: def run()
file: sdk/python/jobs/pipelines/1g_pipeline_with_parallel_nodes/src/tabular_batch_inference.py
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id: 958
unit: def convert_mask_to_polygon()
file: sdk/python/jobs/pipelines/1h_automl_in_pipeline/automl-image-instance-segmentation-in-pipeline/jsonl_converter.py
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id: 959
unit: def _normalize_contour()
file: sdk/python/jobs/pipelines/1h_automl_in_pipeline/automl-image-instance-segmentation-in-pipeline/jsonl_converter.py
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id: 960
unit: def _is_chief()
file: sdk/python/jobs/pipelines/2a_train_mnist_with_tensorflow/src/train.py
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id: 961
unit: def _get_temp_dir()
file: sdk/python/jobs/pipelines/2a_train_mnist_with_tensorflow/src/train.py
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id: 962
unit: def write_filepath()
file: sdk/python/jobs/pipelines/2a_train_mnist_with_tensorflow/src/train.py
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id: 963
unit: def calc_ips()
file: sdk/python/jobs/pipelines/2d_image_classification_with_densenet/imagecnn_train/image_classification/training.py
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id: 964
unit: def define_graph()
file: sdk/python/jobs/pipelines/2d_image_classification_with_densenet/imagecnn_train/image_classification/dataloaders.py
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id: 965
unit: def expand()
file: sdk/python/jobs/pipelines/2d_image_classification_with_densenet/imagecnn_train/image_classification/dataloaders.py
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id: 966
unit: def __init__()
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id: 967
unit: def batchnorm()
file: sdk/python/jobs/pipelines/2d_image_classification_with_densenet/imagecnn_train/image_classification/resnet.py
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id: 968
unit: def __init__()
file: sdk/python/jobs/pipelines/2d_image_classification_with_densenet/imagecnn_train/image_classification/resnet.py
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id: 969
unit: def save_checkpoint()
file: sdk/python/jobs/pipelines/2d_image_classification_with_densenet/imagecnn_train/image_classification/utils.py
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id: 970
unit: def timed_function()
file: sdk/python/jobs/pipelines/2d_image_classification_with_densenet/imagecnn_train/image_classification/utils.py
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id: 971
unit: def copy_file()
file: sdk/python/jobs/pipelines/2d_image_classification_with_densenet/imagecnn_train/entry.py
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id: 972
unit: def _is_chief()
file: sdk/python/jobs/single-step/tensorflow/mnist-distributed/src/main.py
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id: 973
unit: def write_filepath()
file: sdk/python/jobs/single-step/tensorflow/mnist-distributed/src/main.py
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id: 974
unit: def run()
file: sdk/python/jobs/parallel/2a_iris_batch_prediction/script/iris_prediction.py
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id: 975
unit: def init()
file: sdk/python/jobs/automl-standalone-jobs/automl-forecasting-task-energy-demand/forecast/forecasting_script.py
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id: 976
unit: def init()
file: sdk/python/jobs/automl-standalone-jobs/automl-forecasting-recipes-univariate/forecast/forecasting_script.py
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id: 977
unit: def MAPE()
file: sdk/python/jobs/automl-standalone-jobs/automl-forecasting-recipes-univariate/metrics_helper.py
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id: 978
unit: def init()
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id: 979
unit: def init()
file: sdk/python/jobs/automl-standalone-jobs/automl-forecasting-orange-juice-sales/forecast/forecasting_script.py
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id: 980
unit: def init()
file: sdk/python/jobs/automl-standalone-jobs/automl-forecasting-task-bike-share/forecast/rolling_script.py
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id: 981
unit: def _normalize_contour()
file: sdk/python/jobs/automl-standalone-jobs/jsonl-conversion/masktools.py
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id: 982
unit: def _populate_image_url()
file: sdk/python/jobs/automl-standalone-jobs/jsonl-conversion/coco_jsonl_converter.py
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id: 983
unit: def __init__()
file: sdk/python/foundation-models/system/inference/text-generation/llama-files/score/default/score.py
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id: 984
unit: def get_safe_response()
file: sdk/python/foundation-models/system/inference/text-generation/llama-files/score/default/score.py
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id: 985
unit: def __init__()
file: sdk/python/foundation-models/system/inference/text-to-image/scoring-files/score_online.py
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id: 986
unit: def get_safe_response()
file: sdk/python/foundation-models/system/inference/text-to-image/scoring-files/score_online.py
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id: 987
unit: def load_parquet()
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id: 988
unit: def _is_json()
file: sdk/python/foundation-models/system/finetune/Llama-notebooks/datagen/utils.py
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id: 989
unit: def convert_mask_to_polygon()
file: sdk/python/foundation-models/system/finetune/image-instance-segmentation/jsonl_converter.py
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id: 990
unit: def _normalize_contour()
file: sdk/python/foundation-models/system/finetune/image-instance-segmentation/jsonl_converter.py
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id: 991
unit: def get_text()
file: sdk/python/foundation-models/healthcare-ai/medimageinsight/classification_demo/demo_utils.py
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id: 992
unit: def __init__()
file: sdk/python/foundation-models/healthcare-ai/medimageinsight/classification_demo/adaptor_training/training.py
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id: 993
unit: def grant_user_aad_storage_data_reader_role()
file: sdk/python/featurestore_sample/featurestore/setup/setup_storage_uai.py
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McCabe index: 1
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id: 994
unit: public static object ToCollections()
file: sdk/dotnet/AzureML-Samples-CSharp/Shared/Common.cs
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McCabe index: 3
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id: 995
unit: def _get_auth_environment_variables()
file: setup/setup-ci/security-scanner/amlsecscan.py
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id: 996
unit: def forward()
file: cli/endpoints/batch/deploy-models/mnist-classifier/deployment-torch/code/mnist_classifier.py
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unit: def init()
file: cli/endpoints/online/ncd/sklearn-diabetes/src/score.py
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unit: def init()
file: cli/endpoints/online/managed/inference-schema/code/score-pandas.py
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unit: def init()
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unit: def init()
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id: 1001
unit: def __init__()
file: cli/endpoints/online/triton/single-model/triton_cc_scoring.py
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id: 1002
unit: def load_densenet_labels()
file: cli/endpoints/online/triton/single-model/triton_cc_scoring.py
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id: 1003
unit: def removeEmpty()
file: cli/endpoints/online/triton/single-model/olive_model_analyzer/Plot_Performance_Results.py
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id: 1004
unit: def parse_args()
file: cli/monitoring/azureml-e2e-model-monitoring/code/train.py
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unit: def init()
file: cli/monitoring/azureml-e2e-model-monitoring/code/score.py
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id: 1006
unit: def convert_mask_to_polygon()
file: cli/jobs/pipelines/automl/image-instance-segmentation-task-fridge-items-pipeline/jsonl_converter.py
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id: 1007
unit: def _normalize_contour()
file: cli/jobs/pipelines/automl/image-instance-segmentation-task-fridge-items-pipeline/jsonl_converter.py
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id: 1008
unit: def __init__()
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unit: def __init__()
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unit: def run()
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id: 1011
unit: public static AMLAuthentication getInstance()
file: cli/jobs/single-step/java/iris/src/main/java/com/microsoft/aml/auth/AMLAuthentication.java
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id: 1012
unit: public String getAccessTokenFromUserCredentials()
file: cli/jobs/single-step/java/iris/src/main/java/com/microsoft/aml/auth/AMLAuthentication.java
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end line: 84
size: 6 LOC
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number of parameters: 3

id: 1013
unit: public MlflowClient getMlflowAuthClient()
file: cli/jobs/single-step/java/iris/src/main/java/com/microsoft/ml/mlflow/MLFLowRunner.java
start line: 24
end line: 31
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 1014
unit: def _is_chief()
file: cli/jobs/single-step/tensorflow/mnist-distributed/src/train.py
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end line: 0
size: 6 LOC
McCabe index: 4
number of parameters: 2

id: 1015
unit: def write_filepath()
file: cli/jobs/single-step/tensorflow/mnist-distributed/src/train.py
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end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 3

id: 1016
unit: def calc_ips()
file: cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/image_classification/training.py
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end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 1017
unit: def define_graph()
file: cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/image_classification/dataloaders.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 1

id: 1018
unit: def expand()
file: cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/image_classification/dataloaders.py
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size: 6 LOC
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number of parameters: 3

id: 1019
unit: def __init__()
file: cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/image_classification/dataloaders.py
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size: 6 LOC
McCabe index: 1
number of parameters: 5

id: 1020
unit: def batchnorm()
file: cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/image_classification/resnet.py
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size: 6 LOC
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id: 1021
unit: def __init__()
file: cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/image_classification/resnet.py
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size: 6 LOC
McCabe index: 1
number of parameters: 3

id: 1022
unit: def save_checkpoint()
file: cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/image_classification/utils.py
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size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 1023
unit: def timed_function()
file: cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/image_classification/utils.py
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size: 6 LOC
McCabe index: 1
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id: 1024
unit: def copy_file()
file: cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/entry.py
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size: 6 LOC
McCabe index: 1
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id: 1025
unit: def run()
file: cli/jobs/parallel/2a_iris_batch_prediction/script/iris_prediction.py
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size: 6 LOC
McCabe index: 1
number of parameters: 1

id: 1026
unit: def convert_mask_to_polygon()
file: cli/jobs/automl-standalone-jobs/cli-automl-image-instance-segmentation-task-fridge-items/jsonl_converter.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 1027
unit: def _normalize_contour()
file: cli/jobs/automl-standalone-jobs/cli-automl-image-instance-segmentation-task-fridge-items/jsonl_converter.py
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id: 1028
unit: def scripts()
file: cli/run-job-pipeline-all.py
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id: 1029
unit: def load_parquet()
file: cli/foundation-models/system/inference/text-to-image/scoring-files/score/score_batch.py
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size: 6 LOC
McCabe index: 1
number of parameters: 1

id: 1030
unit: def get_preprocessed_samsum()
file: cli/foundation-models/system/finetune/text-generation/download-dataset.py
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size: 6 LOC
McCabe index: 1
number of parameters: 1

id: 1031
unit: def convert_mask_to_polygon()
file: cli/foundation-models/system/finetune/image-instance-segmentation/jsonl_converter.py
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size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 1032
unit: def _normalize_contour()
file: cli/foundation-models/system/finetune/image-instance-segmentation/jsonl_converter.py
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size: 6 LOC
McCabe index: 4
number of parameters: 2

id: 1033
unit: def __init__()
file: best-practices/largescale-deep-learning/Training/ViT-Pretrain/src/run_image_classification.py
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size: 6 LOC
McCabe index: 1
number of parameters: 1

id: 1034
unit: def training_step()
file: best-practices/largescale-deep-learning/Training/ViT-Pretrain/src/run_image_classification.py
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size: 6 LOC
McCabe index: 2
number of parameters: 3

id: 1035
unit: def configure_optimizers()
file: best-practices/largescale-deep-learning/Training/ViT-Pretrain/src/run_image_classification.py
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size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 1036
unit: def __init__()
file: tutorials/e2e-distributed-pytorch-image/src/pytorch_dl_train/profiling.py
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size: 6 LOC
McCabe index: 1
number of parameters: 3

id: 1037
unit: def __setstate__()
file: sdk/python/generative-ai/rag/notebooks/custom_crack_and_chunk_parallel/crack_and_chunk_with_doc_intel/document_intelligence_loader.py
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number of parameters: 2

id: 1038
unit: def cleanup_content()
file: sdk/python/generative-ai/rag/notebooks/custom_crack_and_chunk_parallel/crack_and_chunk_with_doc_intel/document_intelligence_loader.py
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id: 1039
unit: def __setstate__()
file: sdk/python/generative-ai/rag/notebooks/custom_crack_and_chunk/crack_and_chunk_with_doc_intel/document_intelligence_loader.py
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size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 1040
unit: def cleanup_content()
file: sdk/python/generative-ai/rag/notebooks/custom_crack_and_chunk/crack_and_chunk_with_doc_intel/document_intelligence_loader.py
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size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 1041
unit: def chat_with_index()
file: sdk/python/generative-ai/rag/code_first/flows/chat-with-index/src/main.py
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size: 5 LOC
McCabe index: 2
number of parameters: 3

id: 1042
unit: def get_payload()
file: sdk/python/generative-ai/promptflow/deploy-flow/streaming/chatapp.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 3

id: 1043
unit: def __init__()
file: sdk/python/endpoints/batch/deploy-models/imagenet-classifier/code/score-with-mlflow/module_loader.py
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size: 5 LOC
McCabe index: 1
number of parameters: 3

id: 1044
unit: def _load_pyfunc()
file: sdk/python/endpoints/batch/deploy-models/imagenet-classifier/code/score-with-mlflow/module_loader.py
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size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 1045
unit: def decode_img()
file: sdk/python/endpoints/batch/deploy-models/imagenet-classifier/code/score-by-batch/batch_driver.py
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size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 1046
unit: def training_step()
file: sdk/python/endpoints/batch/deploy-models/mnist-classifier/deployment-torch/code/mnist_classifier.py
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McCabe index: 1
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id: 1047
unit: def run()
file: sdk/python/endpoints/online/managed/keyvault/code/score.py
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McCabe index: 1
number of parameters: 1

id: 1048
unit: def run()
file: sdk/python/endpoints/online/managed/openapi/code-decorated/score.py
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size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 1049
unit: def _format_grain_name()
file: sdk/python/jobs/pipelines/1k_demand_forecast_pipeline/aml-demand-forecast-mm-pipeline/scripts/helper_scripts.py
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McCabe index: 3
number of parameters: 3

id: 1050
unit: def _format_grain_name()
file: sdk/python/jobs/pipelines/1k_demand_forecast_pipeline/aml-demand-forecast-hts-pipeline/scripts/helper_scripts.py
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size: 5 LOC
McCabe index: 3
number of parameters: 3

id: 1051
unit: def train_tf()
file: sdk/python/jobs/pipelines/2a_train_mnist_with_tensorflow/src/component.py
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size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 1052
unit: def __init__()
file: sdk/python/jobs/pipelines/2d_image_classification_with_densenet/imagecnn_train/image_classification/resnet.py
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size: 5 LOC
McCabe index: 2
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id: 1053
unit: def conv3x3()
file: sdk/python/jobs/pipelines/2d_image_classification_with_densenet/imagecnn_train/image_classification/resnet.py
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size: 5 LOC
McCabe index: 1
number of parameters: 4

id: 1054
unit: def train_model()
file: sdk/python/jobs/pipelines/1b_pipeline_with_python_function_components/src/components.py
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size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 1055
unit: def score_data()
file: sdk/python/jobs/pipelines/1b_pipeline_with_python_function_components/src/components.py
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size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 1056
unit: def _get_temp_dir()
file: sdk/python/jobs/single-step/tensorflow/mnist-distributed/src/main.py
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size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 1057
unit: def __init__()
file: sdk/python/jobs/single-step/tensorflow/train-hyperparameter-tune-deploy-with-tensorflow/src/tf_mnist.py
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size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 1058
unit: def init()
file: sdk/python/jobs/single-step/tensorflow/train-hyperparameter-tune-deploy-with-tensorflow/src/score.py
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McCabe index: 2
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id: 1059
unit: def run()
file: sdk/python/jobs/single-step/tensorflow/train-hyperparameter-tune-deploy-with-tensorflow/src/score.py
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McCabe index: 1
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id: 1060
unit: def init()
file: sdk/python/jobs/single-step/pytorch/train-hyperparameter-tune-deploy-with-pytorch/score/score.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 1061
unit: def _format_grain_name()
file: sdk/python/jobs/automl-standalone-jobs/automl-forecasting-distributed-tcn/scripts/helper_scripts.py
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size: 5 LOC
McCabe index: 3
number of parameters: 3

id: 1062
unit: def run()
file: sdk/python/jobs/automl-standalone-jobs/automl-image-object-detection-task-fridge-items-batch-scoring/scripts/batch_scoring.py
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size: 5 LOC
McCabe index: 1
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id: 1063
unit: def clip_coords()
file: sdk/python/jobs/automl-standalone-jobs/automl-image-object-detection-task-fridge-items/yolo_onnx_preprocessing_utils.py
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size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 1064
unit: def convert_mask_to_polygon()
file: sdk/python/jobs/automl-standalone-jobs/jsonl-conversion/masktools.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 1065
unit: def get_safe_input()
file: sdk/python/foundation-models/system/inference/text-generation/llama-files/score/default/score.py
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size: 5 LOC
McCabe index: 1
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id: 1066
unit: def get_safe_input()
file: sdk/python/foundation-models/system/inference/text-to-image/scoring-files/score_online.py
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size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 1067
unit: def analyze_data()
file: sdk/python/foundation-models/system/inference/text-to-image/scoring-files/score/score_batch.py
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size: 5 LOC
McCabe index: 1
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id: 1068
unit: def __init__()
file: sdk/python/foundation-models/system/finetune/Llama-notebooks/datagen/utils.py
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McCabe index: 1
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id: 1069
unit: def __init__()
file: sdk/python/foundation-models/system/finetune/Llama-notebooks/datagen/utils.py
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McCabe index: 1
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id: 1070
unit: def forward()
file: sdk/python/foundation-models/healthcare-ai/medimageinsight/classification_demo/adaptor_training/training.py
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McCabe index: 1
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id: 1071
unit: def create_model()
file: sdk/python/foundation-models/healthcare-ai/medimageinsight/classification_demo/adaptor_training/training.py
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size: 5 LOC
McCabe index: 1
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id: 1072
unit: def load_trained_model()
file: sdk/python/foundation-models/healthcare-ai/medimageinsight/classification_demo/adaptor_training/training.py
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McCabe index: 2
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id: 1073
unit: def load_environment_variables()
file: sdk/python/foundation-models/healthcare-ai/medimageinsight/exam-parameter-demo/exam_parameter_helpers.py
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size: 5 LOC
McCabe index: 2
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id: 1074
unit: def decode_img()
file: cli/endpoints/batch/deploy-models/imagenet-classifier/code/score-by-batch/batch_driver.py
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McCabe index: 1
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id: 1075
unit: def training_step()
file: cli/endpoints/batch/deploy-models/mnist-classifier/deployment-torch/code/mnist_classifier.py
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McCabe index: 1
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id: 1076
unit: def run()
file: cli/endpoints/online/model-2/onlinescoring/score.py
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McCabe index: 1
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id: 1077
unit: def export()
file: cli/endpoints/online/managed/migration/export-service-util.py
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McCabe index: 1
number of parameters: 0

id: 1078
unit: def run()
file: cli/endpoints/online/managed/keyvault/code/score.py
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id: 1079
unit: def run()
file: cli/endpoints/online/managed/openapi/code-decorated/score.py
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McCabe index: 1
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id: 1080
unit: def getBaselineConfigPath()
file: cli/endpoints/online/triton/single-model/olive_model_analyzer/Plot_Performance_Results.py
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McCabe index: 1
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id: 1081
unit: def getMaxConfigPath()
file: cli/endpoints/online/triton/single-model/olive_model_analyzer/Plot_Performance_Results.py
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McCabe index: 1
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id: 1082
unit: def preprocess()
file: cli/monitoring/components/custom_preprocessing/src/run.py
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McCabe index: 1
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id: 1083
unit: def get_schedule_time()
file: cli/readme.py
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McCabe index: 1
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id: 1084
unit: def get_model_metadata()
file: cli/jobs/pipelines/tensorflow-image-segmentation/src/segmentation/model.py
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McCabe index: 2
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id: 1085
unit: def load_model()
file: cli/jobs/pipelines/tensorflow-image-segmentation/src/segmentation/model.py
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McCabe index: 2
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id: 1086
unit: def main()
file: cli/jobs/basics/src/hello-iris.py
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McCabe index: 1
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id: 1087
unit: def parse_args()
file: cli/jobs/basics/src/hello-iris.py
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McCabe index: 1
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id: 1088
unit: def main()
file: cli/jobs/basics/src/hello-mlflow.py
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McCabe index: 1
number of parameters: 0

id: 1089
unit: def write_freeze()
file: cli/jobs/single-step/dask/nyctaxi/src/startDask.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 1090
unit: public String getAccessTokenFromUserCredentials()
file: cli/jobs/single-step/java/iris/src/main/java/com/microsoft/aml/auth/AMLAuthentication.java
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size: 5 LOC
McCabe index: 1
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id: 1091
unit: def _get_temp_dir()
file: cli/jobs/single-step/tensorflow/mnist-distributed/src/train.py
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McCabe index: 1
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id: 1092
unit: def __init__()
file: cli/jobs/single-step/pytorch/iris/src/network.py
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McCabe index: 1
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id: 1093
unit: def forward()
file: cli/jobs/single-step/pytorch/iris/src/network.py
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McCabe index: 1
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id: 1094
unit: def add_word()
file: cli/jobs/single-step/pytorch/word-language-model/src/data.py
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McCabe index: 2
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id: 1095
unit: def __init__()
file: cli/jobs/single-step/pytorch/word-language-model/src/data.py
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McCabe index: 1
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id: 1096
unit: def batchify()
file: cli/jobs/single-step/pytorch/word-language-model/src/main.py
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McCabe index: 1
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id: 1097
unit: def repackage_hidden()
file: cli/jobs/single-step/pytorch/word-language-model/src/main.py
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McCabe index: 3
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id: 1098
unit: def get_batch()
file: cli/jobs/single-step/pytorch/word-language-model/src/main.py
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McCabe index: 1
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id: 1099
unit: def init_weights()
file: cli/jobs/single-step/pytorch/word-language-model/src/model.py
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McCabe index: 1
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id: 1100
unit: def init_weights()
file: cli/jobs/single-step/pytorch/word-language-model/src/model.py
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McCabe index: 1
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id: 1101
unit: def main()
file: cli/jobs/single-step/on-behalf-of/src/aml_run.py
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McCabe index: 1
number of parameters: 1

id: 1102
unit: def __init__()
file: cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/image_classification/resnet.py
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McCabe index: 2
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id: 1103
unit: def conv3x3()
file: cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/image_classification/resnet.py
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McCabe index: 1
number of parameters: 4

id: 1104
unit: def get_all_files()
file: cli/run-job-pipeline-all.py
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size: 5 LOC
McCabe index: 2
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id: 1105
unit: def get_run_shell()
file: cli/run-job-pipeline-all.py
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McCabe index: 3
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id: 1106
unit: def get_run_and_wait_shell()
file: cli/run-job-pipeline-all.py
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McCabe index: 2
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id: 1107
unit: def random_value()
file: cli/run-job-pipeline-all.py
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size: 5 LOC
McCabe index: 2
number of parameters: 1

id: 1108
unit: def prepare_data_for_online_inference()
file: cli/foundation-models/system/inference/video-multi-object-tracking/prepare_data.py
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size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 1109
unit: def analyze_data()
file: cli/foundation-models/system/inference/text-to-image/scoring-files/score/score_batch.py
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McCabe index: 1
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id: 1110
unit: def get_data()
file: cli/foundation-models/system/finetune/text-to-image/prepare_data.py
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McCabe index: 1
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id: 1111
unit: def setup_datasets()
file: tutorials/e2e-distributed-pytorch-image/src/pytorch_dl_train/train.py
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McCabe index: 1
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id: 1112
unit: def composite_trace_handler()
file: tutorials/e2e-distributed-pytorch-image/src/pytorch_dl_train/profiling.py
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McCabe index: 2
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id: 1113
unit: async function getWorkspacesBySubscription()
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id: 1114
unit: export async function main()
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number of parameters: 0

id: 1115
unit: export async function main()
file: sdk/typescript/src/resources/compute/computeList.ts
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id: 1116
unit: export async function main()
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McCabe index: 1
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id: 1117
unit: export async function main()
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id: 1118
unit: def log()
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id: 1119
unit: def git_to_faiss()
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id: 1120
unit: def __init__()
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number of parameters: 1

id: 1121
unit: def build_preprocessing_pipeline()
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id: 1122
unit: def build_preprocessing_pipeline()
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id: 1123
unit: def validation_step()
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id: 1124
unit: def init()
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id: 1126
unit: def __init__()
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id: 1127
unit: def on_any_event()
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id: 1128
unit: def forward()
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id: 1129
unit: def __init__()
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unit: def __iter__()
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id: 1131
unit: def should_backup_checkpoint()
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id: 1132
unit: def __init__()
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id: 1133
unit: def mixup_loader()
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id: 1134
unit: def __init__()
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id: 1135
unit: def train_model()
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id: 1136
unit: def keras_train_component()
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id: 1137
unit: def prepare_data_component()
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id: 1138
unit: def eval_model()
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id: 1139
unit: def cross_entropy_loss()
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id: 1140
unit: def dump_df_to_mltable()
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id: 1141
unit: def __init__()
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id: 1142
unit: def convert_mask_to_polygon()
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id: 1143
unit: def __init__()
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id: 1144
unit: def format_translation()
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id: 1145
unit: def get_safe_response()
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id: 1146
unit: def load_data()
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id: 1147
unit: def format_translation()
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id: 1148
unit: def format_ner_tags()
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id: 1149
unit: def __init__()
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id: 1150
unit: def _write_to_file()
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id: 1151
unit: def list_from_file()
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id: 1152
unit: def dump_to_json()
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id: 1153
unit: def build_preprocessing_pipeline()
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id: 1154
unit: def build_preprocessing_pipeline()
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id: 1155
unit: def validation_step()
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id: 1156
unit: def init()
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id: 1157
unit: def run()
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id: 1158
unit: def init()
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id: 1159
unit: def init()
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id: 1160
unit: def infer_model()
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id: 1161
unit: def getDefaultConfigPath()
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id: 1162
unit: def read_mltable_in_spark()
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id: 1163
unit: def save_spark_df_as_mltable()
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id: 1164
unit: def read_mltable_in_spark()
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id: 1165
unit: def save_spark_df_as_mltable()
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id: 1166
unit: def get_endpoint_name()
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id: 1167
unit: def create_moe_param_groups()
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id: 1168
unit: def __enter__()
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id: 1169
unit: def _flush()
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id: 1170
unit: def on_test_begin()
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id: 1171
unit: def on_test_end()
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id: 1172
unit: public MlflowExperiment()
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id: 1173
unit: public DataSetIterator generateDataset()
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id: 1174
unit: function confusion_matrix()
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id: 1175
unit: def forward()
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id: 1176
unit: def train_model()
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id: 1177
unit: def train_model()
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id: 1178
unit: def train_model()
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id: 1179
unit: def __init__()
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unit: def __init__()
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unit: def __iter__()
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id: 1184
unit: def should_backup_checkpoint()
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id: 1185
unit: def __init__()
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id: 1186
unit: def mixup_loader()
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id: 1187
unit: def __init__()
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id: 1188
unit: def train_model()
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id: 1189
unit: def dump_df_to_mltable()
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id: 1190
unit: def load_data()
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id: 1191
unit: def format_translation()
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id: 1192
unit: def format_ner_tags()
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id: 1193
unit: def list_from_file()
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id: 1194
unit: def dump_to_json()
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id: 1195
unit: def tokenize_sentence_pair()
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id: 1196
unit: def tokenize_sentence_pair()
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id: 1197
unit: export function isStringNullOrEmpty()
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id: 1198
unit: for await()
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id: 1199
unit: export async function main()
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id: 1200
unit: export async function main()
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id: 1201
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id: 1202
unit: def find_context_tool()
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id: 1203
unit: def count_token()
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id: 1204
unit: def __init__()
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id: 1205
unit: def decoded_lines()
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id: 1206
unit: def __str__()
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id: 1207
unit: def predict()
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id: 1208
unit: def get_spark_config_workflow()
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id: 1209
unit: def __init__()
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id: 1210
unit: def __init__()
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id: 1211
unit: def run()
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id: 1212
unit: def load_model_state()
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id: 1213
unit: def __iter__()
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id: 1214
unit: def conv1x1()
file: sdk/python/jobs/pipelines/2d_image_classification_with_densenet/imagecnn_train/image_classification/resnet.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 1215
unit: def conv7x7()
file: sdk/python/jobs/pipelines/2d_image_classification_with_densenet/imagecnn_train/image_classification/resnet.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 1216
unit: def conv5x5()
file: sdk/python/jobs/pipelines/2d_image_classification_with_densenet/imagecnn_train/image_classification/resnet.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 1217
unit: def first_n()
file: sdk/python/jobs/pipelines/2d_image_classification_with_densenet/imagecnn_train/image_classification/utils.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 1218
unit: def accuracy()
file: sdk/python/jobs/single-step/tensorflow/train-hyperparameter-tune-deploy-with-tensorflow/src/tf_mnist.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1219
unit: def on_epoch_end()
file: sdk/python/jobs/single-step/tensorflow/train-hyperparameter-tune-deploy-with-keras/src/keras_mnist.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1220
unit: def filter_labels()
file: sdk/python/jobs/automl-standalone-jobs/automl-nlp-text-classification-multilabel-task-paper-categorization/preprocessing.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 3
number of parameters: 1

id: 1221
unit: def __init__()
file: sdk/python/jobs/automl-standalone-jobs/jsonl-conversion/base_jsonl_converter.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1222
unit: def _populate_isCrowd()
file: sdk/python/jobs/automl-standalone-jobs/jsonl-conversion/coco_jsonl_converter.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 3

id: 1223
unit: def format_text()
file: sdk/python/foundation-models/system/inference/token-classification/polyglot_ner-dataset/download-dataset.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1224
unit: def __init__()
file: sdk/python/foundation-models/system/inference/text-generation/llama-files/score/default/score_batch.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1225
unit: def __init__()
file: sdk/python/foundation-models/system/inference/text-generation/llama-files/score/default/score.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1226
unit: def __init__()
file: sdk/python/foundation-models/system/inference/text-to-image/scoring-files/score_online.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1227
unit: def _load_image_as_array()
file: sdk/python/foundation-models/system/inference/text-to-image/scoring-files/score/score_batch.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1228
unit: def _load_image_as_bytes()
file: sdk/python/foundation-models/system/inference/text-to-image/scoring-files/score/score_batch.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1229
unit: def __init__()
file: sdk/python/foundation-models/system/inference/text-to-image/scoring-files/score/score_batch.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1230
unit: def _populate_image_url()
file: sdk/python/foundation-models/system/finetune/video-multi-object-tracking/cocovid2jsonl.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1231
unit: def _populate_isCrowd()
file: sdk/python/foundation-models/system/finetune/video-multi-object-tracking/cocovid2jsonl.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 3

id: 1232
unit: def _populate_visibility()
file: sdk/python/foundation-models/system/finetune/video-multi-object-tracking/cocovid2jsonl.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 3

id: 1233
unit: def read_coco_file()
file: sdk/python/foundation-models/system/finetune/video-multi-object-tracking/cocovid2jsonl.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1234
unit: def dump_to_pickle()
file: sdk/python/foundation-models/system/finetune/video-multi-object-tracking/mot2coco.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1235
unit: def _populate_image_url()
file: sdk/python/foundation-models/system/finetune/image-object-detection/coco2jsonl.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1236
unit: def _populate_isCrowd()
file: sdk/python/foundation-models/system/finetune/image-object-detection/coco2jsonl.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 3

id: 1237
unit: def read_coco_file()
file: sdk/python/foundation-models/system/finetune/image-object-detection/coco2jsonl.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1238
unit: def read_image()
file: sdk/python/foundation-models/healthcare-ai/medimageparse/sematic-segmentation-demo/processing_utils.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1239
unit: def read_image()
file: sdk/python/foundation-models/healthcare-ai/medimageparse/mip_utils.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1240
unit: def read_image()
file: sdk/python/foundation-models/healthcare-ai/medimageinsight/classification_demo/demo_utils.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1241
unit: def load_label_csv()
file: sdk/python/foundation-models/healthcare-ai/medimageinsight/classification_demo/adaptor_training/training.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1242
unit: def create_output_directory()
file: sdk/python/foundation-models/healthcare-ai/medimageinsight/classification_demo/adaptor_training/training.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 1243
unit: def WriteOptimalLocationFile()
file: cli/endpoints/online/triton/single-model/olive_model_analyzer/Plot_Performance_Results.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1244
unit: def init_spark()
file: cli/monitoring/components/custom_preprocessing/src/run.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 1245
unit: def tranform_df_function()
file: cli/monitoring/components/custom_preprocessing/src/run.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 3
number of parameters: 1

id: 1246
unit: def init_spark()
file: cli/monitoring/components/custom_signal/src/run.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 1247
unit: def save_ml_table_file()
file: cli/jobs/pipelines/automl/image-multilabel-classification-fridge-items-pipeline/prepare_data.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1248
unit: def save_ml_table_file()
file: cli/jobs/pipelines/automl/image-multiclass-classification-fridge-items-pipeline/prepare_data.py
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1249
unit: def save_ml_table_file()
file: cli/jobs/pipelines/automl/image-instance-segmentation-task-fridge-items-pipeline/prepare_data.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1250
unit: def save_ml_table_file()
file: cli/jobs/pipelines/automl/image-object-detection-task-fridge-items-pipeline/prepare_data.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1251
unit: def on_train_begin()
file: cli/jobs/pipelines/tensorflow-image-segmentation/src/tf_helper/profiling.py
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1252
unit: def on_train_end()
file: cli/jobs/pipelines/tensorflow-image-segmentation/src/tf_helper/profiling.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1253
unit: public String getTRACKING_URI()
file: cli/jobs/single-step/java/iris/src/main/java/com/microsoft/aml/auth/AMLAuthentication.java
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end line: 110
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 1254
unit: public String getCLIENT_ID()
file: cli/jobs/single-step/java/iris/src/main/java/com/microsoft/aml/auth/AMLAuthentication.java
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end line: 114
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 1255
unit: public MLFLowRunner()
file: cli/jobs/single-step/java/iris/src/main/java/com/microsoft/ml/mlflow/MLFLowRunner.java
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end line: 22
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1256
unit: public int getBatchSize()
file: cli/jobs/single-step/java/iris/src/main/java/com/microsoft/ml/experiment/MlFlowExperiment.java
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end line: 203
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 1257
unit: public void setBatchSize()
file: cli/jobs/single-step/java/iris/src/main/java/com/microsoft/ml/experiment/MlFlowExperiment.java
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end line: 207
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1258
unit: public int getnEpochs()
file: cli/jobs/single-step/java/iris/src/main/java/com/microsoft/ml/experiment/MlFlowExperiment.java
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end line: 211
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 1259
unit: public void setnEpochs()
file: cli/jobs/single-step/java/iris/src/main/java/com/microsoft/ml/experiment/MlFlowExperiment.java
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end line: 215
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1260
unit: public int getSeed()
file: cli/jobs/single-step/java/iris/src/main/java/com/microsoft/ml/experiment/MlFlowExperiment.java
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end line: 219
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 1261
unit: public int getDatasetSize()
file: cli/jobs/single-step/java/iris/src/main/java/com/microsoft/ml/experiment/MlFlowExperiment.java
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end line: 223
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 1262
unit: public int getnInputs()
file: cli/jobs/single-step/java/iris/src/main/java/com/microsoft/ml/experiment/MlFlowExperiment.java
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end line: 227
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 1263
unit: public int getnOutputs()
file: cli/jobs/single-step/java/iris/src/main/java/com/microsoft/ml/experiment/MlFlowExperiment.java
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end line: 231
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 1264
unit: public MLFLowRunner getMlflowRunner()
file: cli/jobs/single-step/java/iris/src/main/java/com/microsoft/ml/experiment/MlFlowExperiment.java
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end line: 235
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 1265
unit: public void setMlflowRunner()
file: cli/jobs/single-step/java/iris/src/main/java/com/microsoft/ml/experiment/MlFlowExperiment.java
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end line: 239
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1266
unit: public String getExperimentName()
file: cli/jobs/single-step/java/iris/src/main/java/com/microsoft/ml/experiment/MlFlowExperiment.java
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end line: 243
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 1267
unit: public void setExperimentName()
file: cli/jobs/single-step/java/iris/src/main/java/com/microsoft/ml/experiment/MlFlowExperiment.java
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end line: 247
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1268
unit: def __init__()
file: cli/jobs/single-step/pytorch/word-language-model/src/data.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1269
unit: def __init__()
file: cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/image_classification/training.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1270
unit: def __init__()
file: cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/image_classification/training.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1271
unit: def run()
file: cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/image_classification/training.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1272
unit: def load_model_state()
file: cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/image_classification/training.py
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size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 1273
unit: def __iter__()
file: cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/image_classification/dataloaders.py
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size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 1274
unit: def conv1x1()
file: cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/image_classification/resnet.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 1275
unit: def conv7x7()
file: cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/image_classification/resnet.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 1276
unit: def conv5x5()
file: cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/image_classification/resnet.py
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size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 1277
unit: def first_n()
file: cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/image_classification/utils.py
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size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 1278
unit: def save_ml_table_file()
file: cli/jobs/automl-standalone-jobs/cli-automl-image-object-detection-task-fridge-items/prepare_data.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1279
unit: def save_ml_table_file()
file: cli/jobs/automl-standalone-jobs/cli-automl-image-classification-multilabel-task-fridge-items/prepare_data.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1280
unit: def save_ml_table_file()
file: cli/jobs/automl-standalone-jobs/cli-automl-image-instance-segmentation-task-fridge-items/prepare_data.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1281
unit: def save_ml_table_file()
file: cli/jobs/automl-standalone-jobs/cli-automl-image-classification-multiclass-task-fridge-items/prepare_data.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1282
unit: def __init__()
file: cli/run-job-pipeline-all.py
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size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1283
unit: def update_script()
file: cli/run-job-pipeline-all.py
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size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 1284
unit: def recover_script()
file: cli/run-job-pipeline-all.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 1285
unit: def generate_run_all_shell()
file: cli/run-job-pipeline-all.py
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1286
unit: def read_image()
file: cli/foundation-models/system/inference/image-classification/prepare_data.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1287
unit: def read_image()
file: cli/foundation-models/system/inference/visual-question-answering/prepare_data.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1288
unit: def read_image()
file: cli/foundation-models/system/inference/zero-shot-image-classification/prepare_data.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1289
unit: def read_image()
file: cli/foundation-models/system/inference/image-to-text/prepare_data.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1290
unit: def read_image()
file: cli/foundation-models/system/inference/image-embeddings/prepare_data.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1291
unit: def read_image()
file: cli/foundation-models/system/inference/mask-generation/prepare_data.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1292
unit: def read_image()
file: cli/foundation-models/system/inference/image-object-detection/prepare_data.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1293
unit: def read_image()
file: cli/foundation-models/system/inference/text-to-image/utils/prepare_data_image_text_to_image.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1294
unit: def read_image()
file: cli/foundation-models/system/inference/text-to-image/utils/prepare_data_inpainting.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1295
unit: def read_image()
file: cli/foundation-models/system/inference/text-to-image/utils/prepare_data.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1296
unit: def _load_image_as_array()
file: cli/foundation-models/system/inference/text-to-image/scoring-files/score/score_batch.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1297
unit: def _load_image_as_bytes()
file: cli/foundation-models/system/inference/text-to-image/scoring-files/score/score_batch.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1298
unit: def __init__()
file: cli/foundation-models/system/inference/text-to-image/scoring-files/score/score_batch.py
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size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1299
unit: def read_image()
file: cli/foundation-models/system/inference/image-text-embeddings/prepare_data.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1300
unit: def read_image()
file: cli/foundation-models/system/inference/image-instance-segmentation/prepare_data.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1301
unit: def save_ml_table_file()
file: cli/foundation-models/system/finetune/image-classification/multiclass-classification/prepare_data.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1302
unit: def read_image()
file: cli/foundation-models/system/finetune/image-classification/multiclass-classification/prepare_data.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1303
unit: def save_ml_table_file()
file: cli/foundation-models/system/finetune/image-classification/multilabel-classification/prepare_data.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1304
unit: def read_image()
file: cli/foundation-models/system/finetune/image-classification/multilabel-classification/prepare_data.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1305
unit: def _populate_image_url()
file: cli/foundation-models/system/finetune/video-multi-object-tracking/cocovid2jsonl.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1306
unit: def _populate_isCrowd()
file: cli/foundation-models/system/finetune/video-multi-object-tracking/cocovid2jsonl.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 3

id: 1307
unit: def _populate_visibility()
file: cli/foundation-models/system/finetune/video-multi-object-tracking/cocovid2jsonl.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 3

id: 1308
unit: def dump_to_pickle()
file: cli/foundation-models/system/finetune/video-multi-object-tracking/mot2coco.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1309
unit: def save_ml_table_file()
file: cli/foundation-models/system/finetune/video-multi-object-tracking/prepare_data.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1310
unit: def save_ml_table_file()
file: cli/foundation-models/system/finetune/image-object-detection/prepare_data.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1311
unit: def read_image()
file: cli/foundation-models/system/finetune/image-object-detection/prepare_data.py
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end line: 0
size: 3 LOC
McCabe index: 1
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id: 1312
unit: def save_ml_table_file()
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unit: def read_image()
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id: 1314
unit: def load_metric_from_task()
file: best-practices/largescale-deep-learning/Training/Bert-Pretrain/src/glue_datasets.py
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id: 1315
unit: def load_raw_glue_dataset()
file: best-practices/largescale-deep-learning/Training/Bert-Pretrain/src/glue_datasets.py
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id: 1316
unit: def load_metric_from_task()
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id: 1317
unit: def load_raw_glue_dataset()
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unit: def helper_function()
file: sdk/python/assets/component/common_src/helper.py
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id: 1319
unit: def __getstate__()
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unit: def __init__()
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id: 1321
unit: def file_io_mode()
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unit: def file_extensions()
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unit: def __getstate__()
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unit: def __init__()
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unit: def file_io_mode()
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id: 1326
unit: def file_extensions()
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id: 1327
unit: def rewrite_question_tool()
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id: 1328
unit: def url()
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id: 1329
unit: def api_key()
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id: 1330
unit: def __iter__()
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id: 1331
unit: def __next__()
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id: 1332
unit: def configure_optimizers()
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unit: def init()
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id: 1334
unit: def init()
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id: 1335
unit: def preprocess()
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id: 1336
unit: def get_additional_requirements()
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unit: def write_notebook_workflow()
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unit: def write_readme_row()
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id: 1339
unit: def get_preprocessed_data()
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id: 1340
unit: def get_preprocessed_data()
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id: 1341
unit: def get_preprocessed_data()
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id: 1342
unit: def get_preprocessed_data()
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id: 1343
unit: def infer_forecasting_dataset_tcn()
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id: 1344
unit: def map_location_cuda()
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id: 1345
unit: def get_model_path()
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id: 1346
unit: def get_preprocessed_data()
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id: 1347
unit: def get_preprocessed_data()
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id: 1348
unit: def eval_model()
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id: 1349
unit: def is_preempted()
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id: 1350
unit: def stop()
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id: 1351
unit: def distributed()
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id: 1352
unit: def lr_exponential_policy()
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id: 1353
unit: def get_train_step()
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id: 1354
unit: def __init__()
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id: 1355
unit: def __init__()
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id: 1356
unit: def activation()
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id: 1357
unit: def __iter__()
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id: 1358
unit: def convert_image_directory_to_specific_format()
file: sdk/python/jobs/pipelines/2d_image_classification_with_densenet/imagecnn_train/entry.py
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id: 1359
unit: def main()
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id: 1360
unit: def one_hot_encode()
file: sdk/python/jobs/single-step/tensorflow/train-hyperparameter-tune-deploy-with-tensorflow/src/tf_mnist.py
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id: 1361
unit: def one_hot_encode()
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id: 1362
unit: def normalize_path_value()
file: sdk/python/jobs/parallel/1a_oj_sales_prediction/src/partition_data/partition_data.py
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id: 1363
unit: def APE()
file: sdk/python/jobs/automl-standalone-jobs/automl-forecasting-recipes-univariate/metrics_helper.py
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id: 1364
unit: def make_forecasting_query()
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id: 1365
unit: def export_onnx_model()
file: sdk/python/jobs/automl-standalone-jobs/ONNX_batch_model_generator_automl_for_images.py
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id: 1366
unit: def convert()
file: sdk/python/jobs/automl-standalone-jobs/jsonl-conversion/base_jsonl_converter.py
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id: 1367
unit: def chunkstring()
file: sdk/python/foundation-models/system/inference/text-generation/llama-files/score/default/score_batch.py
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id: 1368
unit: def get_limiter()
file: sdk/python/foundation-models/system/inference/text-generation/llama-files/score/default/score.py
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id: 1369
unit: def get_semaphore()
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id: 1370
unit: def get_executor()
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id: 1371
unit: def chunkstring()
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id: 1372
unit: def __init__()
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id: 1373
unit: def deserialize_input()
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id: 1374
unit: def input_to_swagger()
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id: 1375
unit: def create_other_sample_io()
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id: 1376
unit: def get_samples_from_signature()
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id: 1377
unit: def get_limiter()
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id: 1378
unit: def get_semaphore()
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id: 1379
unit: def get_executor()
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id: 1380
unit: def chunkstring()
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id: 1381
unit: def __init__()
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id: 1382
unit: def deserialize_input()
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id: 1383
unit: def input_to_swagger()
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id: 1384
unit: def create_other_sample_io()
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id: 1385
unit: def get_samples_from_signature()
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id: 1386
unit: def _chunkstring()
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id: 1387
unit: def analyze_aacs_response()
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id: 1388
unit: def __init__()
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unit: def __init__()
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unit: def __init__()
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id: 1391
unit: def generate_prompt()
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id: 1393
unit: def build_dataset()
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id: 1394
unit: def build_dataset()
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id: 1395
unit: def convert()
file: sdk/python/foundation-models/system/finetune/video-multi-object-tracking/cocovid2jsonl.py
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id: 1396
unit: def _populate_instanceId()
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id: 1397
unit: def convert()
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id: 1398
unit: def save_and_generate_image()
file: sdk/python/foundation-models/stabilityai/gradio_sample/Image_to_Image.py
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id: 1399
unit: def generate_image()
file: sdk/python/foundation-models/stabilityai/gradio_sample/Image_to_Image.py
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id: 1400
unit: def read_nifti()
file: sdk/python/foundation-models/healthcare-ai/medimageparse/sematic-segmentation-demo/processing_utils.py
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id: 1401
unit: def plot_segmentation_masks()
file: sdk/python/foundation-models/healthcare-ai/medimageparse/sematic-segmentation-demo/processing_utils.py
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id: 1402
unit: def plot_instance_segmentation_masks()
file: sdk/python/foundation-models/healthcare-ai/medimageparse/sematic-segmentation-demo/processing_utils.py
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id: 1403
unit: def __len__()
file: sdk/python/foundation-models/healthcare-ai/medimageinsight/classification_demo/adaptor_training/training.py
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id: 1404
unit: def plot_parameter_distribution_histogram()
file: sdk/python/foundation-models/healthcare-ai/medimageinsight/exam-parameter-demo/exam_parameter_helpers.py
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id: 1405
unit: def read_image()
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id: 1406
unit: def display_closest_images()
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id: 1407
unit: def create_user_assigned_managed_identity()
file: sdk/python/featurestore_sample/featurestore/setup/setup_storage_uai.py
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id: 1408
unit: def process()
file: sdk/python/featurestore_sample/featurestore/featuresets/transactions_custom_source/source_process_code/source_process.py
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id: 1409
unit: def send()
file: setup/setup-ci/security-scanner/amlsecscan.py
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id: 1410
unit: def helper_function()
file: cli/assets/component/common_src/helper.py
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McCabe index: 1
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id: 1411
unit: def configure_optimizers()
file: cli/endpoints/batch/deploy-models/mnist-classifier/deployment-torch/code/mnist_classifier.py
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size: 2 LOC
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id: 1412
unit: def init()
file: cli/endpoints/online/managed/binary-payloads/code/single-file-to-file-score.py
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size: 2 LOC
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id: 1413
unit: def init()
file: cli/endpoints/online/managed/binary-payloads/code/multi-file-to-json-score.py
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id: 1414
unit: def overwrite_parameters()
file: cli/endpoints/online/managed/migration/export-service-util.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1415
unit: def __init__()
file: cli/endpoints/online/triton/single-model/triton_cc_scoring.py
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id: 1416
unit: def preprocess()
file: cli/endpoints/online/triton/single-model/triton_cc_scoring.py
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size: 2 LOC
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number of parameters: 3

id: 1417
unit: def postprocess()
file: cli/endpoints/online/triton/single-model/triton_cc_scoring.py
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size: 2 LOC
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number of parameters: 3

id: 1418
unit: def check_readme()
file: cli/readme.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1419
unit: def get_preprocessed_data()
file: cli/jobs/pipelines/automl/demand-forecast-pipeline/components/src/preprocess.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1420
unit: def infer_forecasting_dataset()
file: cli/jobs/pipelines/automl/demand-forecast-pipeline/components/infer_src/infer.py
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size: 2 LOC
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id: 1421
unit: def map_location_cuda()
file: cli/jobs/pipelines/automl/demand-forecast-pipeline/components/infer_src/infer.py
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size: 2 LOC
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id: 1422
unit: def get_preprocessed_data()
file: cli/jobs/pipelines/automl/cli-automl-classification-task-bankmarketing-pipeline/components/src/preprocess.py
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size: 2 LOC
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number of parameters: 1

id: 1423
unit: def get_preprocessed_data()
file: cli/jobs/pipelines/automl/cli-automl-text-classification-multilabel-paper-categorization-pipeline/components/src/preprocess.py
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id: 1424
unit: def get_preprocessed_data()
file: cli/jobs/pipelines/automl/cli-automl-regression-housepricing-pipeline/components/src/preprocess.py
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size: 2 LOC
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id: 1425
unit: def get_preprocessed_data()
file: cli/jobs/pipelines/automl/cli-automl-text-ner-conll-pipeline/components/src/preprocess.py
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size: 2 LOC
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id: 1426
unit: def get_preprocessed_data()
file: cli/jobs/pipelines/automl/cli-automl-text-classification-newsgroup-pipeline/components/src/preprocess.py
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size: 2 LOC
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id: 1427
unit: def __len__()
file: cli/jobs/pipelines/tensorflow-image-segmentation/src/segmentation/io.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1428
unit: def close()
file: cli/jobs/pipelines/tensorflow-image-segmentation/src/tf_helper/training.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1429
unit: def save()
file: cli/jobs/pipelines/tensorflow-image-segmentation/src/tf_helper/training.py
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size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 1430
unit: def haversine_distance()
file: cli/jobs/single-step/dask/nyctaxi/src/prep-nyctaxi.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1431
unit: def list_output()
file: cli/jobs/single-step/dask/nyctaxi/src/prep-nyctaxi.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1432
unit: private AMLAuthentication()
file: cli/jobs/single-step/java/iris/src/main/java/com/microsoft/aml/auth/AMLAuthentication.java
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1433
unit: def haversine_distance()
file: cli/jobs/single-step/spark/nyctaxi/src/prep-nyctaxi.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1434
unit: def list_output()
file: cli/jobs/single-step/spark/nyctaxi/src/prep-nyctaxi.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1435
unit: def __len__()
file: cli/jobs/single-step/pytorch/word-language-model/src/data.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1436
unit: def __init__()
file: cli/jobs/single-step/pytorch/word-language-model/src/model.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1437
unit: def is_preempted()
file: cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/image_classification/training.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1438
unit: def stop()
file: cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/image_classification/training.py
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size: 2 LOC
McCabe index: 1
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id: 1439
unit: def distributed()
file: cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/image_classification/training.py
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size: 2 LOC
McCabe index: 1
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id: 1440
unit: def lr_exponential_policy()
file: cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/image_classification/training.py
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id: 1441
unit: def get_train_step()
file: cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/image_classification/training.py
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size: 2 LOC
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id: 1442
unit: def __init__()
file: cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/image_classification/dataloaders.py
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id: 1443
unit: def __init__()
file: cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/image_classification/dataloaders.py
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id: 1444
unit: def activation()
file: cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/image_classification/resnet.py
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size: 2 LOC
McCabe index: 1
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id: 1445
unit: def __iter__()
file: cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/image_classification/mixup.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1446
unit: def convert_image_directory_to_specific_format()
file: cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/entry.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1447
unit: def to_bool()
file: cli/jobs/pipelines-with-components/pipeline_job_with_flow_as_component/basic/hello.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1448
unit: def normalize_path_value()
file: cli/jobs/parallel/1a_oj_sales_prediction/src/partition_data/partition_data.py
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McCabe index: 1
number of parameters: 0

id: 1449
unit: def __init__()
file: cli/run-job-pipeline-all.py
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McCabe index: 1
number of parameters: 2

id: 1450
unit: def pipeline_path()
file: cli/run-job-pipeline-all.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1451
unit: def pipeline_path_to_write()
file: cli/run-job-pipeline-all.py
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McCabe index: 1
number of parameters: 1

id: 1452
unit: def name()
file: cli/run-job-pipeline-all.py
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McCabe index: 1
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id: 1453
unit: def directory()
file: cli/run-job-pipeline-all.py
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McCabe index: 1
number of parameters: 1

id: 1454
unit: def create_dependency_shell()
file: cli/run-job-pipeline-all.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1455
unit: def _chunkstring()
file: cli/foundation-models/system/inference/text-to-image/scoring-files/score/score_batch.py
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size: 2 LOC
McCabe index: 2
number of parameters: 3

id: 1456
unit: def analyze_aacs_response()
file: cli/foundation-models/system/inference/text-to-image/scoring-files/score/score_batch.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1457
unit: def convert()
file: cli/foundation-models/system/finetune/video-multi-object-tracking/cocovid2jsonl.py
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McCabe index: 1
number of parameters: 1

id: 1458
unit: def _populate_instanceId()
file: cli/foundation-models/system/finetune/video-multi-object-tracking/cocovid2jsonl.py
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size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1459
unit: def on_train_end()
file: best-practices/largescale-deep-learning/Training/Bert-Pretrain/src/pretrain_glue.py
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size: 2 LOC
McCabe index: 1
number of parameters: 6

id: 1460
unit: def on_step_begin()
file: best-practices/largescale-deep-learning/Training/Bert-Pretrain/src/pretrain_glue.py
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size: 2 LOC
McCabe index: 1
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id: 1461
unit: def on_train_end()
file: best-practices/largescale-deep-learning/Training/Bert-Pretrain/src/pretrain_glue_ORT.py
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size: 2 LOC
McCabe index: 1
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id: 1462
unit: def on_step_begin()
file: best-practices/largescale-deep-learning/Training/Bert-Pretrain/src/pretrain_glue_ORT.py
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size: 2 LOC
McCabe index: 1
number of parameters: 6

id: 1463
unit: def construct_tokenizer_function()
file: best-practices/largescale-deep-learning/Training/Bert-Pretrain/src/glue_datasets.py
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McCabe index: 1
number of parameters: 0

id: 1464
unit: def tokenize_single_sentence()
file: best-practices/largescale-deep-learning/Training/Bert-Pretrain/src/glue_datasets.py
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size: 2 LOC
McCabe index: 1
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id: 1465
unit: def load_encoded_glue_dataset()
file: best-practices/largescale-deep-learning/Training/Bert-Pretrain/src/glue_datasets.py
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McCabe index: 1
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id: 1466
unit: def construct_tokenizer_function()
file: best-practices/largescale-deep-learning/Training/DeepSpeed-Autotuning/src/glue_datasets.py
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McCabe index: 1
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id: 1467
unit: def tokenize_single_sentence()
file: best-practices/largescale-deep-learning/Training/DeepSpeed-Autotuning/src/glue_datasets.py
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size: 2 LOC
McCabe index: 1
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id: 1468
unit: def load_encoded_glue_dataset()
file: best-practices/largescale-deep-learning/Training/DeepSpeed-Autotuning/src/glue_datasets.py
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McCabe index: 1
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id: 1469
unit: def get_additional_requirements()
file: tutorials/readme.py
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McCabe index: 1
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id: 1470
unit: def write_notebook_workflow()
file: tutorials/readme.py
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McCabe index: 1
number of parameters: 0

id: 1471
unit: def write_readme_row()
file: tutorials/readme.py
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McCabe index: 1
number of parameters: 0

id: 1472
unit: def build_image_datasets()
file: tutorials/e2e-distributed-pytorch-image/src/pytorch_dl_train/image_io.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1473
unit: def export_stack_trace_handler()
file: tutorials/e2e-distributed-pytorch-image/src/pytorch_dl_train/profiling.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0