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end line: 0 size: 189 LOC McCabe index: 29 number of parameters: 1 id: 8 unit: def train() file: src/autotrain/trainers/tabular/__main__.py start line: 0 end line: 0 size: 185 LOC McCabe index: 39 number of parameters: 1 id: 9 unit: def train() file: src/autotrain/trainers/sent_transformers/__main__.py start line: 0 end line: 0 size: 182 LOC McCabe index: 30 number of parameters: 1 id: 10 unit: def train() file: src/autotrain/trainers/image_classification/__main__.py start line: 0 end line: 0 size: 173 LOC McCabe index: 27 number of parameters: 1 id: 11 unit: def train() file: src/autotrain/trainers/object_detection/__main__.py start line: 0 end line: 0 size: 169 LOC McCabe index: 22 number of parameters: 1 id: 12 unit: def train() file: src/autotrain/trainers/text_classification/__main__.py start line: 0 end line: 0 size: 169 LOC McCabe index: 30 number of parameters: 1 id: 13 unit: def train() file: src/autotrain/trainers/token_classification/__main__.py start line: 0 end line: 0 size: 165 LOC McCabe index: 26 number of parameters: 1 id: 14 unit: def train() file: src/autotrain/trainers/text_regression/__main__.py start line: 0 end line: 0 size: 162 LOC McCabe index: 25 number of parameters: 1 id: 15 unit: def train() file: src/autotrain/trainers/image_regression/__main__.py start line: 0 end line: 0 size: 160 LOC McCabe index: 22 number of parameters: 1 id: 16 unit: def get_params() file: src/autotrain/trainers/tabular/utils.py start line: 0 end line: 0 size: 138 LOC McCabe index: 26 number of parameters: 3 id: 17 unit: def common_args() file: src/autotrain/cli/utils.py start line: 0 end line: 0 size: 132 LOC McCabe index: 1 number of parameters: 0 id: 18 unit: def get_model() file: src/autotrain/trainers/clm/utils.py start line: 0 end line: 0 size: 124 LOC McCabe index: 23 number of parameters: 2 id: 19 unit: def __post_init__() file: src/autotrain/parser.py start line: 0 end line: 0 size: 102 LOC McCabe index: 6 number of parameters: 1 id: 20 unit: def train() file: src/autotrain/trainers/clm/train_clm_reward.py start line: 0 end line: 0 size: 100 LOC McCabe index: 11 number of parameters: 1 id: 21 unit: def train() file: src/autotrain/trainers/clm/train_clm_dpo.py start line: 0 end line: 0 size: 95 LOC McCabe index: 10 number of parameters: 1 id: 22 unit: def prepare() file: src/autotrain/preprocessor/vision.py start line: 0 end line: 0 size: 95 LOC McCabe index: 11 number of parameters: 1 id: 23 unit: def prepare() file: src/autotrain/preprocessor/vlm.py start line: 0 end line: 0 size: 91 LOC McCabe index: 19 number of parameters: 1 id: 24 unit: def optimize() file: src/autotrain/trainers/tabular/__main__.py start line: 0 end line: 0 size: 83 LOC McCabe index: 20 number of parameters: 9 id: 25 unit: def train() file: src/autotrain/trainers/clm/train_clm_default.py start line: 0 end line: 0 size: 80 LOC McCabe index: 15 number of parameters: 1 id: 26 unit: def prepare() file: src/autotrain/preprocessor/vision.py start line: 0 end line: 0 size: 71 LOC McCabe index: 11 number of parameters: 1 id: 27 unit: def register_subcommand() file: src/autotrain/cli/run_spacerunner.py start line: 0 end line: 0 size: 70 LOC McCabe index: 3 number of parameters: 1 id: 28 unit: def get_model() file: src/autotrain/trainers/vlm/utils.py start line: 0 end line: 0 size: 66 LOC McCabe index: 10 number of parameters: 1 id: 29 unit: def process_input_data() file: src/autotrain/trainers/clm/utils.py start line: 0 end line: 0 size: 64 LOC McCabe index: 23 number of parameters: 1 id: 30 unit: def train() file: src/autotrain/trainers/vlm/train_vlm_generic.py start line: 0 end line: 0 size: 63 LOC McCabe index: 8 number of parameters: 1 id: 31 unit: def register_subcommand() file: src/autotrain/cli/run_llm.py start line: 0 end line: 0 size: 63 LOC McCabe index: 5 number of parameters: 1 id: 32 unit: def __post_init__() file: src/autotrain/backends/base.py start line: 0 end line: 0 size: 58 LOC McCabe index: 24 number of parameters: 1 id: 33 unit: def register_subcommand() file: src/autotrain/cli/run_tools.py start line: 0 end line: 0 size: 57 LOC McCabe index: 1 number of parameters: 1 id: 34 unit: def register_subcommand() file: src/autotrain/cli/run_token_classification.py start line: 0 end line: 0 size: 55 LOC McCabe index: 5 number of parameters: 1 id: 35 unit: def register_subcommand() file: src/autotrain/cli/run_text_classification.py start line: 0 end line: 0 size: 55 LOC McCabe index: 5 number of parameters: 1 id: 36 unit: def register_subcommand() file: src/autotrain/cli/run_text_regression.py start line: 0 end line: 0 size: 55 LOC McCabe index: 5 number of parameters: 1 id: 37 unit: def prepare() file: src/autotrain/preprocessor/vision.py start line: 0 end line: 0 size: 55 LOC McCabe index: 13 number of parameters: 1 id: 38 unit: def create() file: src/autotrain/backends/nvcf.py start line: 0 end line: 0 size: 54 LOC McCabe index: 3 number of parameters: 1 id: 39 unit: def register_subcommand() file: src/autotrain/cli/run_image_classification.py start line: 0 end line: 0 size: 54 LOC McCabe index: 3 number of parameters: 1 id: 40 unit: def register_subcommand() file: src/autotrain/cli/run_object_detection.py start line: 0 end line: 0 size: 54 LOC McCabe index: 3 number of parameters: 1 id: 41 unit: def register_subcommand() file: src/autotrain/cli/run_tabular.py start line: 0 end line: 0 size: 54 LOC McCabe index: 5 number of parameters: 1 id: 42 unit: def register_subcommand() file: src/autotrain/cli/run_image_regression.py start line: 0 end line: 0 size: 54 LOC McCabe index: 3 number of parameters: 1 id: 43 unit: def register_subcommand() file: src/autotrain/cli/run_extractive_qa.py start line: 0 end line: 0 size: 54 LOC McCabe index: 5 number of parameters: 1 id: 44 unit: def register_subcommand() file: src/autotrain/cli/run_sent_tranformers.py start line: 0 end line: 0 size: 54 LOC McCabe index: 3 number of parameters: 1 id: 45 unit: def register_subcommand() file: src/autotrain/cli/run_vlm.py start line: 0 end line: 0 size: 52 LOC McCabe index: 3 number of parameters: 1 id: 46 unit: def register_subcommand() file: src/autotrain/cli/run_seq2seq.py start line: 0 end line: 0 size: 52 LOC McCabe index: 3 number of parameters: 1 id: 47 unit: def _poll_nvcf() file: src/autotrain/backends/nvcf.py start line: 0 end line: 0 size: 51 LOC McCabe index: 21 number of parameters: 8 id: 48 unit: def run() file: src/autotrain/cli/run_app.py start line: 0 end line: 0 size: 51 LOC McCabe index: 8 number of parameters: 1 id: 49 unit: def create() file: src/autotrain/backends/endpoints.py start line: 0 end line: 0 size: 50 LOC McCabe index: 1 number of parameters: 1 id: 50 unit: def _prepare_dataset() file: src/autotrain/trainers/extractive_question_answering/dataset.py start line: 0 end line: 0 size: 50 LOC McCabe index: 25 number of parameters: 3 id: 51 unit: def tabular_munge_data() file: src/autotrain/project.py start line: 0 end line: 0 size: 49 LOC McCabe index: 17 number of parameters: 2 id: 52 unit: def __init__() file: src/autotrain/cli/run_llm.py start line: 0 end line: 0 size: 47 LOC McCabe index: 21 number of parameters: 2 id: 53 unit: def prepare() file: src/autotrain/preprocessor/text.py start line: 0 end line: 0 size: 47 LOC McCabe index: 6 number of parameters: 1 id: 54 unit: def create_api_base_model() file: src/autotrain/app/api_routes.py start line: 0 end line: 0 size: 46 LOC McCabe index: 10 number of parameters: 2 id: 55 unit: def prepare() file: src/autotrain/dataset.py start line: 0 end line: 0 size: 45 LOC McCabe index: 7 number of parameters: 1 id: 56 unit: def _add_oauth_routes() file: src/autotrain/app/oauth.py start line: 0 end line: 0 size: 44 LOC McCabe index: 13 number of parameters: 1 id: 57 unit: def prepare() file: src/autotrain/dataset.py start line: 0 end line: 0 size: 44 LOC McCabe index: 7 number of parameters: 1 id: 58 unit: def prepare() file: src/autotrain/dataset.py start line: 0 end line: 0 size: 44 LOC McCabe index: 7 number of parameters: 1 id: 59 unit: def prepare() file: src/autotrain/dataset.py start line: 0 end line: 0 size: 44 LOC McCabe index: 7 number of parameters: 1 id: 60 unit: def object_detection_metrics() file: src/autotrain/trainers/object_detection/utils.py start line: 0 end line: 0 size: 42 LOC McCabe index: 16 number of parameters: 4 id: 61 unit: def train() file: src/autotrain/trainers/clm/train_clm_orpo.py start line: 0 end line: 0 size: 41 LOC McCabe index: 5 number of parameters: 1 id: 62 unit: def train() file: src/autotrain/trainers/clm/train_clm_sft.py start line: 0 end line: 0 size: 41 LOC McCabe index: 5 number of parameters: 1 id: 63 unit: def _parse_config() file: src/autotrain/parser.py start line: 0 end line: 0 size: 41 LOC McCabe index: 14 number of parameters: 1 id: 64 unit: def process_data() file: src/autotrain/trainers/object_detection/utils.py start line: 0 end line: 0 size: 40 LOC McCabe index: 2 number of parameters: 4 id: 65 unit: def post_training_steps() file: src/autotrain/trainers/clm/utils.py start line: 0 end line: 0 size: 40 LOC McCabe index: 9 number of parameters: 2 id: 66 unit: def run_training() file: src/autotrain/utils.py start line: 0 end line: 0 size: 40 LOC McCabe index: 17 number of parameters: 4 id: 67 unit: def post_training_steps() file: src/autotrain/trainers/vlm/utils.py start line: 0 end line: 0 size: 39 LOC McCabe index: 9 number of parameters: 2 id: 68 unit: def __post_init__() file: src/autotrain/trainers/tabular/utils.py start line: 0 end line: 0 size: 39 LOC McCabe index: 5 number of parameters: 1 id: 69 unit: def main() file: src/autotrain/cli/autotrain.py start line: 0 end line: 0 size: 39 LOC McCabe index: 4 number of parameters: 0 id: 70 unit: def register_subcommand() file: src/autotrain/cli/run_app.py start line: 0 end line: 0 size: 39 LOC McCabe index: 1 number of parameters: 1 id: 71 unit: def sent_transformers_munge_data() file: src/autotrain/project.py start line: 0 end line: 0 size: 39 LOC McCabe index: 7 number of parameters: 2 id: 72 unit: def _fetch_text_classification_models() file: src/autotrain/app/models.py start line: 0 end line: 0 size: 38 LOC McCabe index: 4 number of parameters: 0 id: 73 unit: def _fetch_token_classification_models() file: src/autotrain/app/models.py start line: 0 end line: 0 size: 38 LOC McCabe index: 4 number of parameters: 0 id: 74 unit: def _fetch_st_models() file: src/autotrain/app/models.py start line: 0 end line: 0 size: 38 LOC McCabe index: 4 number of parameters: 0 id: 75 unit: def get_accelerate_command() file: src/autotrain/commands.py start line: 0 end line: 0 size: 38 LOC McCabe index: 5 number of parameters: 3 id: 76 unit: function createElement() file: src/autotrain/app/static/scripts/listeners.js start line: 73 end line: 109 size: 37 LOC McCabe index: 6 number of parameters: 2 id: 77 unit: def token_verification() file: src/autotrain/app/utils.py start line: 0 end line: 0 size: 37 LOC McCabe index: 8 number of parameters: 1 id: 78 unit: def llm_munge_data() file: src/autotrain/project.py start line: 0 end line: 0 size: 37 LOC McCabe index: 8 number of parameters: 2 id: 79 unit: def ext_qa_munge_data() file: src/autotrain/project.py start line: 0 end line: 0 size: 37 LOC McCabe index: 6 number of parameters: 2 id: 80 unit: def configure_training_args() file: src/autotrain/trainers/vlm/utils.py start line: 0 end line: 0 size: 36 LOC McCabe index: 9 number of parameters: 2 id: 81 unit: def configure_training_args() file: src/autotrain/trainers/clm/utils.py start line: 0 end line: 0 size: 36 LOC McCabe index: 9 number of parameters: 2 id: 82 unit: def validate_params() file: src/autotrain/app/api_routes.py start line: 0 end line: 0 size: 36 LOC McCabe index: 18 number of parameters: 2 id: 83 unit: def process_columns() file: src/autotrain/trainers/sent_transformers/utils.py start line: 0 end line: 0 size: 35 LOC McCabe index: 32 number of parameters: 2 id: 84 unit: def get_tokenizer() file: src/autotrain/trainers/clm/utils.py start line: 0 end line: 0 size: 35 LOC McCabe index: 9 number of parameters: 1 id: 85 unit: def fetch_models() file: src/autotrain/app/models.py start line: 0 end line: 0 size: 35 LOC McCabe index: 1 number of parameters: 0 id: 86 unit: def prepare() file: src/autotrain/preprocessor/text.py start line: 0 end line: 0 size: 35 LOC McCabe index: 4 number of parameters: 1 id: 87 unit: def __post_init__() file: src/autotrain/preprocessor/text.py start line: 0 end line: 0 size: 35 LOC McCabe index: 20 number of parameters: 1 id: 88 unit: def calculate() file: src/autotrain/trainers/tabular/utils.py start line: 0 end line: 0 size: 34 LOC McCabe index: 8 number of parameters: 3 id: 89 unit: def prepare() file: src/autotrain/preprocessor/text.py start line: 0 end line: 0 size: 34 LOC McCabe index: 5 number of parameters: 1 id: 90 unit: def __post_init__() file: src/autotrain/preprocessor/vision.py start line: 0 end line: 0 size: 34 LOC McCabe index: 46 number of parameters: 1 id: 91 unit: def _conf_nvcf() file: src/autotrain/backends/nvcf.py start line: 0 end line: 0 size: 32 LOC McCabe index: 8 number of parameters: 7 id: 92 unit: function pollModelTrainingStatus() file: src/autotrain/app/static/scripts/poll.js start line: 23 end line: 64 size: 32 LOC McCabe index: 4 number of parameters: 0 id: 93 unit: def text_clf_munge_data() file: src/autotrain/project.py start line: 0 end line: 0 size: 32 LOC McCabe index: 6 number of parameters: 2 id: 94 unit: def text_reg_munge_data() file: src/autotrain/project.py start line: 0 end line: 0 size: 32 LOC McCabe index: 6 number of parameters: 2 id: 95 unit: def token_clf_munge_data() file: src/autotrain/project.py start line: 0 end line: 0 size: 32 LOC McCabe index: 6 number of parameters: 2 id: 96 unit: def _fetch_vlm_models() file: src/autotrain/app/models.py start line: 0 end line: 0 size: 31 LOC McCabe index: 4 number of parameters: 0 id: 97 unit: def __init__() file: src/autotrain/cli/run_image_classification.py start line: 0 end line: 0 size: 31 LOC McCabe index: 14 number of parameters: 2 id: 98 unit: def __init__() file: src/autotrain/cli/run_object_detection.py start line: 0 end line: 0 size: 31 LOC McCabe index: 14 number of parameters: 2 id: 99 unit: def __init__() file: src/autotrain/cli/run_image_regression.py start line: 0 end line: 0 size: 31 LOC McCabe index: 14 number of parameters: 2 id: 100 unit: def __init__() file: src/autotrain/cli/run_vlm.py start line: 0 end line: 0 size: 31 LOC McCabe index: 14 number of parameters: 2 id: 101 unit: def __init__() file: src/autotrain/cli/run_sent_tranformers.py start line: 0 end line: 0 size: 31 LOC McCabe index: 14 number of parameters: 2 id: 102 unit: def seq2seq_munge_data() file: src/autotrain/project.py start line: 0 end line: 0 size: 31 LOC McCabe index: 6 number of parameters: 2 id: 103 unit: def process_data() file: src/autotrain/trainers/image_regression/utils.py start line: 0 end line: 0 size: 30 LOC McCabe index: 4 number of parameters: 4 id: 104 unit: def process_data() file: src/autotrain/trainers/image_classification/utils.py start line: 0 end line: 0 size: 30 LOC McCabe index: 4 number of parameters: 4 id: 105 unit: def _preprocess_data() file: src/autotrain/dataset.py start line: 0 end line: 0 size: 30 LOC McCabe index: 10 number of parameters: 1 id: 106 unit: def pause_space() file: src/autotrain/trainers/common.py start line: 0 end line: 0 size: 29 LOC McCabe index: 7 number of parameters: 2 id: 107 unit: function fetchDataAndUpdateModels() file: src/autotrain/app/static/scripts/fetch_data_and_update_models.js start line: 2 end line: 31 size: 29 LOC McCabe index: 2 number of parameters: 0 id: 108 unit: def _fetch_image_object_detection_models() file: src/autotrain/app/models.py start line: 0 end line: 0 size: 29 LOC McCabe index: 4 number of parameters: 0 id: 109 unit: def prepare() file: src/autotrain/preprocessor/text.py start line: 0 end line: 0 size: 29 LOC McCabe index: 3 number of parameters: 1 id: 110 unit: def prepare() file: src/autotrain/preprocessor/text.py start line: 0 end line: 0 size: 29 LOC McCabe index: 3 number of parameters: 1 id: 111 unit: def prepare() file: src/autotrain/preprocessor/text.py start line: 0 end line: 0 size: 29 LOC McCabe index: 3 number of parameters: 1 id: 112 unit: def prepare() file: src/autotrain/preprocessor/text.py start line: 0 end line: 0 size: 29 LOC McCabe index: 3 number of parameters: 1 id: 113 unit: def prepare() file: src/autotrain/preprocessor/tabular.py start line: 0 end line: 0 size: 29 LOC McCabe index: 3 number of parameters: 1 id: 114 unit: def prepare() file: src/autotrain/preprocessor/tabular.py start line: 0 end line: 0 size: 29 LOC McCabe index: 3 number of parameters: 1 id: 115 unit: def __getitem__() file: src/autotrain/trainers/text_classification/dataset.py start line: 0 end line: 0 size: 28 LOC McCabe index: 3 number of parameters: 2 id: 116 unit: def user_authentication() file: src/autotrain/app/ui_routes.py start line: 0 end line: 0 size: 28 LOC McCabe index: 9 number of parameters: 1 id: 117 unit: def _munge_params_tabular() file: src/autotrain/app/params.py start line: 0 end line: 0 size: 28 LOC McCabe index: 13 number of parameters: 1 id: 118 unit: def create() file: src/autotrain/backends/spaces.py start line: 0 end line: 0 size: 27 LOC McCabe index: 1 number of parameters: 1 id: 119 unit: def __getitem__() file: src/autotrain/trainers/text_regression/dataset.py start line: 0 end line: 0 size: 27 LOC McCabe index: 3 number of parameters: 2 id: 120 unit: def munge() file: src/autotrain/app/params.py start line: 0 end line: 0 size: 27 LOC McCabe index: 13 number of parameters: 1 id: 121 unit: def _munge_params_sent_transformers() file: src/autotrain/app/params.py start line: 0 end line: 0 size: 27 LOC McCabe index: 7 number of parameters: 1 id: 122 unit: def _fetch_llm_models() file: src/autotrain/app/models.py start line: 0 end line: 0 size: 27 LOC McCabe index: 4 number of parameters: 0 id: 123 unit: def _fetch_image_classification_models() file: src/autotrain/app/models.py start line: 0 end line: 0 size: 27 LOC McCabe index: 4 number of parameters: 0 id: 124 unit: def _fetch_seq2seq_models() file: src/autotrain/app/models.py start line: 0 end line: 0 size: 27 LOC McCabe index: 4 number of parameters: 0 id: 125 unit: def __init__() file: src/autotrain/cli/run_spacerunner.py start line: 0 end line: 0 size: 27 LOC McCabe index: 11 number of parameters: 2 id: 126 unit: def _process_params_data() file: src/autotrain/project.py start line: 0 end line: 0 size: 27 LOC McCabe index: 13 number of parameters: 1 id: 127 unit: def _munge_params_vlm() file: src/autotrain/app/params.py start line: 0 end line: 0 size: 26 LOC McCabe index: 8 number of parameters: 1 id: 128 unit: def register_subcommand() file: src/autotrain/cli/run_api.py start line: 0 end line: 0 size: 26 LOC McCabe index: 1 number of parameters: 1 id: 129 unit: def prepare_qa_validation_features() file: src/autotrain/trainers/extractive_question_answering/utils.py start line: 0 end line: 0 size: 25 LOC McCabe index: 16 number of parameters: 3 id: 130 unit: def __getitem__() file: src/autotrain/trainers/token_classification/dataset.py start line: 0 end line: 0 size: 25 LOC McCabe index: 5 number of parameters: 2 id: 131 unit: def _munge_params_llm() file: src/autotrain/app/params.py start line: 0 end line: 0 size: 25 LOC McCabe index: 9 number of parameters: 1 id: 132 unit: def vlm_munge_data() file: src/autotrain/project.py start line: 0 end line: 0 size: 25 LOC McCabe index: 5 number of parameters: 2 id: 133 unit: def install_requirements() file: src/autotrain/trainers/generic/utils.py start line: 0 end line: 0 size: 24 LOC McCabe index: 7 number of parameters: 1 id: 134 unit: def create_model_card() file: src/autotrain/trainers/text_classification/utils.py start line: 0 end line: 0 size: 24 LOC McCabe index: 8 number of parameters: 3 id: 135 unit: def create_model_card() file: src/autotrain/trainers/image_classification/utils.py start line: 0 end line: 0 size: 24 LOC McCabe index: 8 number of parameters: 3 id: 136 unit: def __init__() file: src/autotrain/cli/run_token_classification.py start line: 0 end line: 0 size: 24 LOC McCabe index: 9 number of parameters: 2 id: 137 unit: def __init__() file: src/autotrain/cli/run_tabular.py start line: 0 end line: 0 size: 24 LOC McCabe index: 10 number of parameters: 2 id: 138 unit: def __init__() file: src/autotrain/cli/run_extractive_qa.py start line: 0 end line: 0 size: 24 LOC McCabe index: 9 number of parameters: 2 id: 139 unit: def __init__() file: src/autotrain/cli/run_text_classification.py start line: 0 end line: 0 size: 24 LOC McCabe index: 9 number of parameters: 2 id: 140 unit: def __init__() file: src/autotrain/cli/run_text_regression.py start line: 0 end line: 0 size: 24 LOC McCabe index: 9 number of parameters: 2 id: 141 unit: def __getitem__() file: src/autotrain/trainers/object_detection/dataset.py start line: 0 end line: 0 size: 23 LOC McCabe index: 2 number of parameters: 2 id: 142 unit: def uninstall_requirements() file: src/autotrain/trainers/generic/utils.py start line: 0 end line: 0 size: 23 LOC McCabe index: 5 number of parameters: 1 id: 143 unit: def create_model_card() file: src/autotrain/trainers/text_regression/utils.py start line: 0 end line: 0 size: 23 LOC McCabe index: 7 number of parameters: 2 id: 144 unit: def create_model_card() file: src/autotrain/trainers/sent_transformers/utils.py start line: 0 end line: 0 size: 22 LOC McCabe index: 6 number of parameters: 2 id: 145 unit: def create_model_card() file: src/autotrain/trainers/token_classification/utils.py start line: 0 end line: 0 size: 22 LOC McCabe index: 7 number of parameters: 2 id: 146 unit: def merge_adapter() file: src/autotrain/trainers/clm/utils.py start line: 0 end line: 0 size: 22 LOC McCabe index: 2 number of parameters: 3 id: 147 unit: def configure_block_size() file: src/autotrain/trainers/clm/utils.py start line: 0 end line: 0 size: 22 LOC McCabe index: 5 number of parameters: 2 id: 148 unit: def create_model_card() file: src/autotrain/trainers/seq2seq/utils.py start line: 0 end line: 0 size: 21 LOC McCabe index: 6 number of parameters: 2 id: 149 unit: def create_model_card() file: src/autotrain/trainers/object_detection/utils.py start line: 0 end line: 0 size: 21 LOC McCabe index: 7 number of parameters: 2 id: 150 unit: def post_processing_function_qa() file: src/autotrain/trainers/extractive_question_answering/utils.py start line: 0 end line: 0 size: 21 LOC McCabe index: 6 number of parameters: 6 id: 151 unit: def create_model_card() file: src/autotrain/trainers/extractive_question_answering/utils.py start line: 0 end line: 0 size: 21 LOC McCabe index: 6 number of parameters: 2 id: 152 unit: def image_regression_metrics() file: src/autotrain/trainers/image_regression/utils.py start line: 0 end line: 0 size: 21 LOC McCabe index: 7 number of parameters: 1 id: 153 unit: def create_model_card() file: src/autotrain/trainers/image_regression/utils.py start line: 0 end line: 0 size: 21 LOC McCabe index: 7 number of parameters: 2 id: 154 unit: def process_data_with_chat_template() file: src/autotrain/trainers/clm/utils.py start line: 0 end line: 0 size: 21 LOC McCabe index: 3 number of parameters: 4 id: 155 unit: def create() file: src/autotrain/backends/ngc.py start line: 0 end line: 0 size: 20 LOC McCabe index: 2 number of parameters: 1 id: 156 unit: def train() file: src/autotrain/trainers/clm/__main__.py start line: 0 end line: 0 size: 20 LOC McCabe index: 7 number of parameters: 1 id: 157 unit: def on_step_end() file: src/autotrain/trainers/common.py start line: 0 end line: 0 size: 20 LOC McCabe index: 8 number of parameters: 5 id: 158 unit: xhr.onload = function() file: src/autotrain/app/static/scripts/utils.js start line: 114 end line: 135 size: 20 LOC McCabe index: 3 number of parameters: 0 id: 159 unit: function fetchLogs() file: src/autotrain/app/static/scripts/logs.js start line: 25 end line: 47 size: 20 LOC McCabe index: 3 number of parameters: 0 id: 160 unit: def img_clf_munge_data() file: src/autotrain/project.py start line: 0 end line: 0 size: 20 LOC McCabe index: 3 number of parameters: 2 id: 161 unit: def img_obj_detect_munge_data() file: src/autotrain/project.py start line: 0 end line: 0 size: 20 LOC McCabe index: 3 number of parameters: 2 id: 162 unit: def img_reg_munge_data() file: src/autotrain/project.py start line: 0 end line: 0 size: 20 LOC McCabe index: 3 number of parameters: 2 id: 163 unit: def create() file: src/autotrain/project.py start line: 0 end line: 0 size: 20 LOC McCabe index: 7 number of parameters: 1 id: 164 unit: def __post_init__() file: src/autotrain/preprocessor/tabular.py start line: 0 end line: 0 size: 20 LOC McCabe index: 19 number of parameters: 1 id: 165 unit: def _user_authentication_ngc() file: src/autotrain/backends/ngc.py start line: 0 end line: 0 size: 19 LOC McCabe index: 3 number of parameters: 1 id: 166 unit: def single_column_regression_metrics() file: src/autotrain/trainers/text_regression/utils.py start line: 0 end line: 0 size: 19 LOC McCabe index: 3 number of parameters: 1 id: 167 unit: def create_model_card() file: src/autotrain/trainers/vlm/utils.py start line: 0 end line: 0 size: 19 LOC McCabe index: 5 number of parameters: 1 id: 168 unit: def create_model_card() file: src/autotrain/trainers/clm/utils.py start line: 0 end line: 0 size: 19 LOC McCabe index: 5 number of parameters: 1 id: 169 unit: function renderUI() file: src/autotrain/app/static/scripts/listeners.js start line: 111 end line: 130 size: 19 LOC McCabe index: 5 number of parameters: 1 id: 170 unit: def api_auth() file: src/autotrain/app/api_routes.py start line: 0 end line: 0 size: 19 LOC McCabe index: 4 number of parameters: 1 id: 171 unit: def _munge_params_extractive_qa() file: src/autotrain/app/params.py start line: 0 end line: 0 size: 19 LOC McCabe index: 6 number of parameters: 1 id: 172 unit: def run() file: src/autotrain/cli/run_spacerunner.py start line: 0 end line: 0 size: 19 LOC McCabe index: 1 number of parameters: 1 id: 173 unit: def token_classification_metrics() file: src/autotrain/trainers/token_classification/utils.py start line: 0 end line: 0 size: 18 LOC McCabe index: 7 number of parameters: 2 id: 174 unit: def __init__() file: src/autotrain/cli/run_seq2seq.py start line: 0 end line: 0 size: 18 LOC McCabe index: 9 number of parameters: 2 id: 175 unit: def prepare_columns() file: src/autotrain/preprocessor/text.py start line: 0 end line: 0 size: 18 LOC McCabe index: 5 number of parameters: 3 id: 176 unit: def __post_init__() file: src/autotrain/preprocessor/tabular.py start line: 0 end line: 0 size: 18 LOC McCabe index: 17 number of parameters: 1 id: 177 unit: def create_dataset_repo() file: src/autotrain/trainers/generic/utils.py start line: 0 end line: 0 size: 17 LOC McCabe index: 1 number of parameters: 4 id: 178 unit: function pollAccelerators() file: src/autotrain/app/static/scripts/poll.js start line: 2 end line: 22 size: 17 LOC McCabe index: 2 number of parameters: 0 id: 179 unit: def _munge_params_img_obj_det() file: src/autotrain/app/params.py start line: 0 end line: 0 size: 17 LOC McCabe index: 5 number of parameters: 1 id: 180 unit: def run() file: src/autotrain/cli/run_setup.py start line: 0 end line: 0 size: 17 LOC McCabe index: 3 number of parameters: 1 id: 181 unit: def prepare_columns() file: src/autotrain/preprocessor/text.py start line: 0 end line: 0 size: 17 LOC McCabe index: 3 number of parameters: 3 id: 182 unit: def _create_ngc_job() file: src/autotrain/backends/ngc.py start line: 0 end line: 0 size: 16 LOC McCabe index: 3 number of parameters: 4 id: 183 unit: def configure_logging_steps() file: src/autotrain/trainers/vlm/utils.py start line: 0 end line: 0 size: 16 LOC McCabe index: 5 number of parameters: 3 id: 184 unit: def _multi_class_classification_metrics() file: src/autotrain/trainers/text_classification/utils.py start line: 0 end line: 0 size: 16 LOC McCabe index: 1 number of parameters: 1 id: 185 unit: def _multi_class_classification_metrics() file: src/autotrain/trainers/image_classification/utils.py start line: 0 end line: 0 size: 16 LOC McCabe index: 1 number of parameters: 1 id: 186 unit: def configure_logging_steps() file: src/autotrain/trainers/clm/utils.py start line: 0 end line: 0 size: 16 LOC McCabe index: 5 number of parameters: 3 id: 187 unit: def get_running_jobs() file: src/autotrain/app/utils.py start line: 0 end line: 0 size: 16 LOC McCabe index: 5 number of parameters: 1 id: 188 unit: def register_subcommand() file: src/autotrain/cli/run_setup.py start line: 0 end line: 0 size: 16 LOC McCabe index: 1 number of parameters: 1 id: 189 unit: def get_field_info() file: src/autotrain/cli/utils.py start line: 0 end line: 0 size: 16 LOC McCabe index: 3 number of parameters: 1 id: 190 unit: def __post_init__() file: src/autotrain/preprocessor/vlm.py start line: 0 end line: 0 size: 16 LOC McCabe index: 20 number of parameters: 1 id: 191 unit: def __post_init__() file: src/autotrain/preprocessor/text.py start line: 0 end line: 0 size: 16 LOC McCabe index: 15 number of parameters: 1 id: 192 unit: def __post_init__() file: src/autotrain/preprocessor/text.py start line: 0 end line: 0 size: 16 LOC McCabe index: 15 number of parameters: 1 id: 193 unit: def __post_init__() file: src/autotrain/preprocessor/vision.py start line: 0 end line: 0 size: 16 LOC McCabe index: 20 number of parameters: 1 id: 194 unit: def __post_init__() file: src/autotrain/preprocessor/vision.py start line: 0 end line: 0 size: 16 LOC McCabe index: 20 number of parameters: 1 id: 195 unit: def preprocess_reward() file: src/autotrain/trainers/clm/utils.py start line: 0 end line: 0 size: 15 LOC McCabe index: 2 number of parameters: 2 id: 196 unit: def __init__() file: src/autotrain/trainers/common.py start line: 0 end line: 0 size: 15 LOC McCabe index: 8 number of parameters: 2 id: 197 unit: def _munge_params_text_clf() file: src/autotrain/app/params.py start line: 0 end line: 0 size: 15 LOC McCabe index: 5 number of parameters: 1 id: 198 unit: def _munge_params_text_reg() file: src/autotrain/app/params.py start line: 0 end line: 0 size: 15 LOC McCabe index: 5 number of parameters: 1 id: 199 unit: def _munge_params_token_clf() file: src/autotrain/app/params.py start line: 0 end line: 0 size: 15 LOC McCabe index: 5 number of parameters: 1 id: 200 unit: def _munge_params_seq2seq() file: src/autotrain/app/params.py start line: 0 end line: 0 size: 15 LOC McCabe index: 5 number of parameters: 1 id: 201 unit: def _munge_params_img_clf() file: src/autotrain/app/params.py start line: 0 end line: 0 size: 15 LOC McCabe index: 5 number of parameters: 1 id: 202 unit: def _munge_params_img_reg() file: src/autotrain/app/params.py start line: 0 end line: 0 size: 15 LOC McCabe index: 5 number of parameters: 1 id: 203 unit: def python_type_from_schema_field() file: src/autotrain/cli/utils.py start line: 0 end line: 0 size: 15 LOC McCabe index: 5 number of parameters: 1 id: 204 unit: def prepare_columns() file: src/autotrain/preprocessor/text.py start line: 0 end line: 0 size: 15 LOC McCabe index: 3 number of parameters: 3 id: 205 unit: def get_app_help() file: src/autotrain/help.py start line: 0 end line: 0 size: 15 LOC McCabe index: 7 number of parameters: 1 id: 206 unit: def _create_readme() file: src/autotrain/backends/spaces.py start line: 0 end line: 0 size: 14 LOC McCabe index: 1 number of parameters: 1 id: 207 unit: def monitor() file: src/autotrain/trainers/common.py start line: 0 end line: 0 size: 14 LOC McCabe index: 5 number of parameters: 1 id: 208 unit: def _process_metadata() file: src/autotrain/preprocessor/vision.py start line: 0 end line: 0 size: 14 LOC McCabe index: 12 number of parameters: 1 id: 209 unit: def _add_secrets() file: src/autotrain/backends/spaces.py start line: 0 end line: 0 size: 13 LOC McCabe index: 4 number of parameters: 3 id: 210 unit: def run_command() file: src/autotrain/trainers/generic/utils.py start line: 0 end line: 0 size: 13 LOC McCabe index: 5 number of parameters: 1 id: 211 unit: def collate_fn() file: src/autotrain/trainers/vlm/train_vlm_generic.py start line: 0 end line: 0 size: 13 LOC McCabe index: 4 number of parameters: 3 id: 212 unit: def _get_model() file: src/autotrain/trainers/tabular/utils.py start line: 0 end line: 0 size: 13 LOC McCabe index: 5 number of parameters: 1 id: 213 unit: def group_texts() file: src/autotrain/trainers/clm/utils.py start line: 0 end line: 0 size: 13 LOC McCabe index: 6 number of parameters: 2 id: 214 unit: def split() file: src/autotrain/preprocessor/text.py start line: 0 end line: 0 size: 13 LOC McCabe index: 2 number of parameters: 1 id: 215 unit: def __post_init__() file: src/autotrain/preprocessor/text.py start line: 0 end line: 0 size: 13 LOC McCabe index: 13 number of parameters: 1 id: 216 unit: def split() file: src/autotrain/preprocessor/tabular.py start line: 0 end line: 0 size: 13 LOC McCabe index: 2 number of parameters: 1 id: 217 unit: def split() file: src/autotrain/preprocessor/tabular.py start line: 0 end line: 0 size: 13 LOC McCabe index: 2 number of parameters: 1 id: 218 unit: def _seq2seq_metrics() file: src/autotrain/trainers/seq2seq/utils.py start line: 0 end line: 0 size: 12 LOC McCabe index: 6 number of parameters: 2 id: 219 unit: def run() file: src/autotrain/trainers/generic/__main__.py start line: 0 end line: 0 size: 12 LOC McCabe index: 2 number of parameters: 1 id: 220 unit: def merge_adapter() file: src/autotrain/trainers/vlm/utils.py start line: 0 end line: 0 size: 12 LOC McCabe index: 1 number of parameters: 3 id: 221 unit: def get_scaler() file: src/autotrain/trainers/tabular/utils.py start line: 0 end line: 0 size: 12 LOC McCabe index: 6 number of parameters: 1 id: 222 unit: def get_metric_direction() file: src/autotrain/trainers/tabular/utils.py start line: 0 end line: 0 size: 12 LOC McCabe index: 6 number of parameters: 1 id: 223 unit: def pause_endpoint() file: src/autotrain/trainers/common.py start line: 0 end line: 0 size: 12 LOC McCabe index: 2 number of parameters: 1 id: 224 unit: def split() file: src/autotrain/preprocessor/text.py start line: 0 end line: 0 size: 12 LOC McCabe index: 2 number of parameters: 1 id: 225 unit: def split() file: src/autotrain/preprocessor/text.py start line: 0 end line: 0 size: 12 LOC McCabe index: 2 number of parameters: 1 id: 226 unit: def split() file: src/autotrain/preprocessor/text.py start line: 0 end line: 0 size: 12 LOC McCabe index: 2 number of parameters: 1 id: 227 unit: def split() file: src/autotrain/preprocessor/text.py start line: 0 end line: 0 size: 12 LOC McCabe index: 2 number of parameters: 1 id: 228 unit: def split() file: src/autotrain/preprocessor/text.py start line: 0 end line: 0 size: 12 LOC McCabe index: 2 number of parameters: 1 id: 229 unit: def split() file: src/autotrain/preprocessor/tabular.py start line: 0 end line: 0 size: 12 LOC McCabe index: 2 number of parameters: 1 id: 230 unit: def create() file: src/autotrain/client.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 0 id: 231 unit: def postprocess_qa_predictions() file: src/autotrain/trainers/extractive_question_answering/utils.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 0 id: 232 unit: def __init__() file: src/autotrain/trainers/extractive_question_answering/dataset.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 4 id: 233 unit: def _binary_classification_metrics() file: src/autotrain/trainers/text_classification/utils.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 1 id: 234 unit: def __init__() file: src/autotrain/trainers/tabular/utils.py start line: 0 end line: 0 size: 11 LOC McCabe index: 2 number of parameters: 5 id: 235 unit: def _binary_classification_metrics() file: src/autotrain/trainers/image_classification/utils.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 1 id: 236 unit: function fetchAndDisplayLogs() file: src/autotrain/app/static/scripts/logs.js start line: 5 end line: 22 size: 11 LOC McCabe index: 2 number of parameters: 0 id: 237 unit: function handleDataSource() file: src/autotrain/app/static/scripts/listeners.js start line: 53 end line: 63 size: 11 LOC McCabe index: 3 number of parameters: 0 id: 238 unit: def remove_non_image_files() file: src/autotrain/dataset.py start line: 0 end line: 0 size: 11 LOC McCabe index: 5 number of parameters: 1 id: 239 unit: def prepare_columns() file: src/autotrain/preprocessor/tabular.py start line: 0 end line: 0 size: 11 LOC McCabe index: 7 number of parameters: 3 id: 240 unit: def __post_init__() file: src/autotrain/client.py start line: 0 end line: 0 size: 10 LOC McCabe index: 6 number of parameters: 1 id: 241 unit: def train() file: src/autotrain/trainers/vlm/__main__.py start line: 0 end line: 0 size: 10 LOC McCabe index: 4 number of parameters: 1 id: 242 unit: def get_imputer() file: src/autotrain/trainers/tabular/utils.py start line: 0 end line: 0 size: 10 LOC McCabe index: 5 number of parameters: 1 id: 243 unit: def save_training_params() file: src/autotrain/trainers/common.py start line: 0 end line: 0 size: 10 LOC McCabe index: 3 number of parameters: 1 id: 244 unit: def __init__() file: src/autotrain/trainers/common.py start line: 0 end line: 0 size: 10 LOC McCabe index: 3 number of parameters: 2 id: 245 unit: def get_user_and_orgs() file: src/autotrain/app/utils.py start line: 0 end line: 0 size: 10 LOC McCabe index: 4 number of parameters: 1 id: 246 unit: def run_merge_llm_adapter() file: src/autotrain/cli/run_tools.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 1 id: 247 unit: def __post_init__() file: src/autotrain/dataset.py start line: 0 end line: 0 size: 10 LOC McCabe index: 7 number of parameters: 1 id: 248 unit: def split() file: src/autotrain/preprocessor/vision.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 2 id: 249 unit: def _convert_dict_to_object() file: src/autotrain/backends/nvcf.py start line: 0 end line: 0 size: 9 LOC McCabe index: 5 number of parameters: 2 id: 250 unit: def __getitem__() file: src/autotrain/trainers/image_regression/dataset.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 2 id: 251 unit: def create_model_card() file: src/autotrain/trainers/tabular/utils.py start line: 0 end line: 0 size: 9 LOC McCabe index: 3 number of parameters: 4 id: 252 unit: def __getitem__() file: src/autotrain/trainers/image_classification/dataset.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 2 id: 253 unit: def get_file_sizes() file: src/autotrain/trainers/common.py start line: 0 end line: 0 size: 9 LOC McCabe index: 3 number of parameters: 1 id: 254 unit: function generateRandomString() file: src/autotrain/app/static/scripts/utils.js start line: 5 end line: 13 size: 9 LOC McCabe index: 2 number of parameters: 1 id: 255 unit: function switchToJSON() file: src/autotrain/app/static/scripts/listeners.js start line: 43 end line: 51 size: 9 LOC McCabe index: 2 number of parameters: 0 id: 256 unit: def attach_oauth() file: src/autotrain/app/oauth.py start line: 0 end line: 0 size: 9 LOC McCabe index: 2 number of parameters: 1 id: 257 unit: def _munge_common_params() file: src/autotrain/app/params.py start line: 0 end line: 0 size: 9 LOC McCabe index: 2 number of parameters: 1 id: 258 unit: def handle_output() file: src/autotrain/cli/run_app.py start line: 0 end line: 0 size: 9 LOC McCabe index: 3 number of parameters: 2 id: 259 unit: def __post_init__() file: src/autotrain/logging.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 1 id: 260 unit: def _process_metadata() file: src/autotrain/preprocessor/vlm.py start line: 0 end line: 0 size: 9 LOC McCabe index: 4 number of parameters: 2 id: 261 unit: def split() file: src/autotrain/preprocessor/vlm.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 2 id: 262 unit: def split() file: src/autotrain/preprocessor/vision.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 2 id: 263 unit: def split() file: src/autotrain/preprocessor/vision.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 2 id: 264 unit: def prepare_columns() file: src/autotrain/preprocessor/tabular.py start line: 0 end line: 0 size: 9 LOC McCabe index: 5 number of parameters: 3 id: 265 unit: def create() file: src/autotrain/backends/local.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 1 id: 266 unit: def is_unsloth_available() file: src/autotrain/__init__.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 0 id: 267 unit: def pause_endpoint() file: src/autotrain/trainers/generic/utils.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 1 id: 268 unit: def get_target_modules() file: src/autotrain/trainers/vlm/utils.py start line: 0 end line: 0 size: 8 LOC McCabe index: 4 number of parameters: 1 id: 269 unit: def check_model_support() file: src/autotrain/trainers/vlm/utils.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 1 id: 270 unit: def pause_endpoint() file: src/autotrain/trainers/text_classification/utils.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 1 id: 271 unit: def process_data() file: src/autotrain/trainers/clm/train_clm_default.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 3 id: 272 unit: def get_target_modules() file: src/autotrain/trainers/clm/utils.py start line: 0 end line: 0 size: 8 LOC McCabe index: 4 number of parameters: 1 id: 273 unit: def pause_endpoint() file: src/autotrain/trainers/clm/utils.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 1 id: 274 unit: def get_callbacks() file: src/autotrain/trainers/clm/utils.py start line: 0 end line: 0 size: 8 LOC McCabe index: 4 number of parameters: 1 id: 275 unit: def run() file: src/autotrain/parser.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 1 id: 276 unit: def get_process_status() file: src/autotrain/app/utils.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 1 id: 277 unit: def kill_process_by_pid() file: src/autotrain/app/utils.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 1 id: 278 unit: def __post_init__() file: src/autotrain/dataset.py start line: 0 end line: 0 size: 8 LOC McCabe index: 6 number of parameters: 1 id: 279 unit: def __post_init__() file: src/autotrain/dataset.py start line: 0 end line: 0 size: 8 LOC McCabe index: 6 number of parameters: 1 id: 280 unit: def __post_init__() file: src/autotrain/dataset.py start line: 0 end line: 0 size: 8 LOC McCabe index: 6 number of parameters: 1 id: 281 unit: def __post_init__() file: src/autotrain/dataset.py start line: 0 end line: 0 size: 8 LOC McCabe index: 6 number of parameters: 1 id: 282 unit: def prepare_columns() file: src/autotrain/preprocessor/text.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 3 id: 283 unit: def prepare_columns() file: src/autotrain/preprocessor/text.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 3 id: 284 unit: def convert_to_kohya() file: src/autotrain/tools/convert_to_kohya.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 2 id: 285 unit: def __getitem__() file: src/autotrain/trainers/seq2seq/dataset.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 2 id: 286 unit: def collate_fn() file: src/autotrain/trainers/object_detection/utils.py start line: 0 end line: 0 size: 7 LOC McCabe index: 5 number of parameters: 1 id: 287 unit: def pull_dataset_repo() file: src/autotrain/trainers/generic/utils.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 1 id: 288 unit: def __init__() file: src/autotrain/trainers/text_regression/dataset.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 4 id: 289 unit: def compute_metrics() file: src/autotrain/trainers/extractive_question_answering/utils.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 5 id: 290 unit: def remove_global_step() file: src/autotrain/trainers/common.py start line: 0 end line: 0 size: 7 LOC McCabe index: 4 number of parameters: 1 id: 291 unit: async function fetchParams() file: src/autotrain/app/static/scripts/listeners.js start line: 65 end line: 71 size: 7 LOC McCabe index: 1 number of parameters: 0 id: 292 unit: def run() file: src/autotrain/cli/run_token_classification.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 1 id: 293 unit: def run() file: src/autotrain/cli/run_image_classification.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 1 id: 294 unit: def run() file: src/autotrain/cli/run_object_detection.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 1 id: 295 unit: def run() file: src/autotrain/cli/run_tabular.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 1 id: 296 unit: def run() file: src/autotrain/cli/run_image_regression.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 1 id: 297 unit: def run() file: src/autotrain/cli/run_vlm.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 1 id: 298 unit: def run() file: src/autotrain/cli/run_llm.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 1 id: 299 unit: def run() file: src/autotrain/cli/run_seq2seq.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 1 id: 300 unit: def run() file: src/autotrain/cli/run_extractive_qa.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 1 id: 301 unit: def run() file: src/autotrain/cli/run_text_classification.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 1 id: 302 unit: def run() file: src/autotrain/cli/run_sent_tranformers.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 1 id: 303 unit: def run() file: src/autotrain/cli/run_text_regression.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 1 id: 304 unit: def setup_logger() file: src/autotrain/logging.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 1 id: 305 unit: def __post_init__() file: src/autotrain/preprocessor/text.py start line: 0 end line: 0 size: 7 LOC McCabe index: 6 number of parameters: 1 id: 306 unit: def is_colab() file: src/autotrain/__init__.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 0 id: 307 unit: def __init__() file: src/autotrain/trainers/seq2seq/dataset.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 4 id: 308 unit: def __init__() file: src/autotrain/trainers/text_classification/dataset.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 4 id: 309 unit: def on_save() file: src/autotrain/trainers/clm/callbacks.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 0 id: 310 unit: def on_train_end() file: src/autotrain/trainers/clm/callbacks.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 0 id: 311 unit: def on_step_end() file: src/autotrain/trainers/clm/callbacks.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 0 id: 312 unit: function setRandomProjectName() file: src/autotrain/app/static/scripts/utils.js start line: 15 end line: 20 size: 6 LOC McCabe index: 1 number of parameters: 0 id: 313 unit: def __init__() file: src/autotrain/cli/run_app.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 6 id: 314 unit: def run_api_command_factory() file: src/autotrain/cli/run_api.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 1 id: 315 unit: def run_convert_to_kohya() file: src/autotrain/cli/run_tools.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 1 id: 316 unit: def __str__() file: src/autotrain/dataset.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 1 id: 317 unit: def _process_metadata() file: src/autotrain/preprocessor/vision.py start line: 0 end line: 0 size: 6 LOC McCabe index: 4 number of parameters: 1 id: 318 unit: def get_logs() file: src/autotrain/client.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 2 id: 319 unit: def stop_training() file: src/autotrain/client.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 2 id: 320 unit: def convert_bbox_yolo_to_pascal() file: src/autotrain/trainers/object_detection/utils.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 2 id: 321 unit: def __init__() file: src/autotrain/trainers/object_detection/dataset.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 5 id: 322 unit: def save() file: src/autotrain/trainers/common.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 2 id: 323 unit: def __init__() file: src/autotrain/app/db.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 2 id: 324 unit: def get_running_jobs() file: src/autotrain/app/db.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 325 unit: function showFinalModal() file: src/autotrain/app/static/scripts/utils.js start line: 22 end line: 26 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 326 unit: function hideFinalModal() file: src/autotrain/app/static/scripts/utils.js start line: 28 end line: 32 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 327 unit: function showModal() file: src/autotrain/app/static/scripts/utils.js start line: 34 end line: 38 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 328 unit: function showLogsModal() file: src/autotrain/app/static/scripts/utils.js start line: 40 end line: 44 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 329 unit: function hideLogsModal() file: src/autotrain/app/static/scripts/utils.js start line: 46 end line: 50 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 330 unit: function hideModal() file: src/autotrain/app/static/scripts/utils.js start line: 52 end line: 56 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 331 unit: def generate_random_string() file: src/autotrain/app/colab.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 332 unit: def get_sorted_models() file: src/autotrain/app/models.py start line: 0 end line: 0 size: 5 LOC McCabe index: 4 number of parameters: 1 id: 333 unit: def run() file: src/autotrain/cli/run_tools.py start line: 0 end line: 0 size: 5 LOC McCabe index: 3 number of parameters: 1 id: 334 unit: def __str__() file: src/autotrain/dataset.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 335 unit: def __str__() file: src/autotrain/dataset.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 336 unit: def __str__() file: src/autotrain/dataset.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 337 unit: def __str__() file: src/autotrain/dataset.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 338 unit: def parse_args() file: src/autotrain/trainers/seq2seq/__main__.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 0 id: 339 unit: def parse_args() file: src/autotrain/trainers/object_detection/__main__.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 0 id: 340 unit: def parse_args() file: src/autotrain/trainers/sent_transformers/__main__.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 0 id: 341 unit: def parse_args() file: src/autotrain/trainers/generic/__main__.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 0 id: 342 unit: def parse_args() file: src/autotrain/trainers/text_regression/__main__.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 0 id: 343 unit: def parse_args() file: src/autotrain/trainers/vlm/__main__.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 0 id: 344 unit: def parse_args() file: src/autotrain/trainers/extractive_question_answering/__main__.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 0 id: 345 unit: def parse_args() file: src/autotrain/trainers/image_regression/__main__.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 0 id: 346 unit: def __init__() file: src/autotrain/trainers/image_regression/dataset.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 4 id: 347 unit: def parse_args() file: src/autotrain/trainers/text_classification/__main__.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 0 id: 348 unit: def parse_args() file: src/autotrain/trainers/tabular/__main__.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 0 id: 349 unit: def parse_args() file: src/autotrain/trainers/image_classification/__main__.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 0 id: 350 unit: def __init__() file: src/autotrain/trainers/image_classification/dataset.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 4 id: 351 unit: def parse_args() file: src/autotrain/trainers/token_classification/__main__.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 0 id: 352 unit: def __init__() file: src/autotrain/trainers/token_classification/dataset.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 4 id: 353 unit: def parse_args() file: src/autotrain/trainers/clm/__main__.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 0 id: 354 unit: def apply_chat_template() file: src/autotrain/trainers/clm/utils.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 0 id: 355 unit: def __str__() file: src/autotrain/trainers/common.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 356 unit: def on_log() file: src/autotrain/trainers/common.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 6 id: 357 unit: def create_jobs_table() file: src/autotrain/app/db.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 358 unit: def add_job() file: src/autotrain/app/db.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 359 unit: def delete_job() file: src/autotrain/app/db.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 360 unit: def __init__() file: src/autotrain/cli/run_api.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 4 id: 361 unit: def run() file: src/autotrain/cli/run_api.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 362 unit: def __post_init__() file: src/autotrain/project.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 363 unit: def _should_log() file: src/autotrain/logging.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 2 id: 364 unit: def split() file: src/autotrain/preprocessor/text.py start line: 0 end line: 0 size: 4 LOC McCabe index: 3 number of parameters: 1 id: 365 unit: def get_callbacks() file: src/autotrain/trainers/vlm/utils.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 366 unit: def tokenize() file: src/autotrain/trainers/clm/utils.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 367 unit: def __init__() file: src/autotrain/trainers/clm/callbacks.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 368 unit: def remove_autotrain_data() file: src/autotrain/trainers/common.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 369 unit: def graceful_exit() file: src/autotrain/app/ui_routes.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 370 unit: def _redirect_to_target() file: src/autotrain/app/oauth.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 371 unit: def graceful_exit() file: src/autotrain/app/training_api.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 372 unit: def __post_init__() file: src/autotrain/app/params.py start line: 0 end line: 0 size: 3 LOC McCabe index: 3 number of parameters: 1 id: 373 unit: def graceful_exit() file: src/autotrain/app/utils.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 374 unit: def __init__() file: src/autotrain/cli/run_setup.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 375 unit: def __str__() file: src/autotrain/client.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 376 unit: def __repr__() file: src/autotrain/client.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 377 unit: def merge_llm_adapter() file: src/autotrain/tools/merge_adapter.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 378 unit: def __len__() file: src/autotrain/trainers/seq2seq/dataset.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 379 unit: def __len__() file: src/autotrain/trainers/object_detection/dataset.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 380 unit: def __len__() file: src/autotrain/trainers/text_regression/dataset.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 381 unit: def __len__() file: src/autotrain/trainers/extractive_question_answering/dataset.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 382 unit: def __getitem__() file: src/autotrain/trainers/extractive_question_answering/dataset.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 383 unit: def __len__() file: src/autotrain/trainers/image_regression/dataset.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 384 unit: def __len__() file: src/autotrain/trainers/text_classification/dataset.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 385 unit: def get_categorical_columns() file: src/autotrain/trainers/tabular/utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 386 unit: def get_numerical_columns() file: src/autotrain/trainers/tabular/utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 387 unit: def __len__() file: src/autotrain/trainers/image_classification/dataset.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 388 unit: def __len__() file: src/autotrain/trainers/token_classification/dataset.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 389 unit: def list() file: src/autotrain/trainers/clm/utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 1 id: 390 unit: def list() file: src/autotrain/trainers/clm/utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 1 id: 391 unit: def on_train_begin() file: src/autotrain/trainers/common.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 5 id: 392 unit: def run_token_classification_command_factory() file: src/autotrain/cli/run_token_classification.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 393 unit: def run_app_command_factory() file: src/autotrain/cli/run_app.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 394 unit: def register_subcommand() file: src/autotrain/cli/__init__.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 395 unit: def run() file: src/autotrain/cli/__init__.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 396 unit: def run_image_classification_command_factory() file: src/autotrain/cli/run_image_classification.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 397 unit: def run_object_detection_command_factory() file: src/autotrain/cli/run_object_detection.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 398 unit: def run_tabular_command_factory() file: src/autotrain/cli/run_tabular.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 399 unit: def run_image_regression_command_factory() file: src/autotrain/cli/run_image_regression.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 400 unit: def run_vlm_command_factory() file: src/autotrain/cli/run_vlm.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 401 unit: def run_spacerunner_command_factory() file: src/autotrain/cli/run_spacerunner.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 402 unit: def run_llm_command_factory() file: src/autotrain/cli/run_llm.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 403 unit: def run_seq2seq_command_factory() file: src/autotrain/cli/run_seq2seq.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 404 unit: def run_app_command_factory() file: src/autotrain/cli/run_setup.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 405 unit: def run_extractive_qa_command_factory() file: src/autotrain/cli/run_extractive_qa.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 406 unit: def run_text_classification_command_factory() file: src/autotrain/cli/run_text_classification.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 407 unit: def get_default_value() file: src/autotrain/cli/utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 408 unit: def run_sentence_transformers_command_factory() file: src/autotrain/cli/run_sent_tranformers.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 409 unit: def run_text_regression_command_factory() file: src/autotrain/cli/run_text_regression.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 410 unit: def run_tools_command_factory() file: src/autotrain/cli/run_tools.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 411 unit: def __init__() file: src/autotrain/cli/run_tools.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 412 unit: def get_logger() file: src/autotrain/logging.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 413 unit: def num_samples() file: src/autotrain/dataset.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 1