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parameters: 2 id: 13 unit: def generate_config() file: 2_slm-fine-tuning-mlstudio/phi/olive/phi3.py start line: 0 end line: 0 size: 43 LOC McCabe index: 10 number of parameters: 1 id: 14 unit: def chat() file: 3_llmops-aifoundry/3_2_prototyping/chat/phi35_chatcompletion.py start line: 0 end line: 0 size: 36 LOC McCabe index: 6 number of parameters: 2 id: 15 unit: def main() file: 2_slm-fine-tuning-mlstudio/phi/olive/phi3.py start line: 0 end line: 0 size: 35 LOC McCabe index: 16 number of parameters: 1 id: 16 unit: def chat() file: 3_llmops-aifoundry/3_2_prototyping/chat/phi35_finetuned.py start line: 0 end line: 0 size: 35 LOC McCabe index: 8 number of parameters: 2 id: 17 unit: def main() file: 2_slm-fine-tuning-mlstudio/phi/dataset-preparation/train_tokenizer.py start line: 0 end line: 0 size: 34 LOC McCabe index: 5 number of parameters: 0 id: 18 unit: def chat() file: 3_llmops-aifoundry/3_2_prototyping/chat-context/phi35_finetuned.py start line: 0 end line: 0 size: 34 LOC McCabe index: 10 number of parameters: 3 id: 19 unit: def monteCarloEstimation() file: 1_synthetic-qa-generation/reasoningplaning/evolve.py start line: 0 end line: 0 size: 33 LOC McCabe index: 13 number of parameters: 2 id: 20 unit: def convert_to_oai_format() file: 1_synthetic-qa-generation/seed/util/common_utils.py start line: 0 end line: 0 size: 31 LOC McCabe index: 7 number of parameters: 2 id: 21 unit: def createPrompts() file: 1_synthetic-qa-generation/reasoningplaning/evolve.py start line: 0 end line: 0 size: 28 LOC McCabe index: 7 number of parameters: 1 id: 22 unit: def understand_image_with_gpt() file: 1_synthetic-qa-generation/seed/util/preprocess.py start line: 0 end line: 0 size: 27 LOC McCabe index: 2 number of parameters: 6 id: 23 unit: def __call__() file: 1_synthetic-qa-generation/evolve-instruct/evolve.py start line: 0 end line: 0 size: 26 LOC McCabe index: 7 number of parameters: 3 id: 24 unit: def runQuestionOnly() file: 1_synthetic-qa-generation/reasoningplaning/evolve.py start line: 0 end line: 0 size: 26 LOC McCabe index: 4 number of parameters: 1 id: 25 unit: def __call__() file: 1_synthetic-qa-generation/reasoningplaning/evolve.py start line: 0 end line: 0 size: 26 LOC McCabe index: 7 number of parameters: 3 id: 26 unit: def transform_jsonl() file: 1_synthetic-qa-generation/evolve-instruct/convert.py start line: 0 end line: 0 size: 25 LOC McCabe index: 10 number of parameters: 2 id: 27 unit: def change_approved() file: 1_synthetic-qa-generation/evolve-instruct/evolve.py start line: 0 end line: 0 size: 25 LOC McCabe index: 17 number of parameters: 3 id: 28 unit: def changeApproved() file: 1_synthetic-qa-generation/reasoningplaning/evolve.py start line: 0 end line: 0 size: 25 LOC McCabe index: 17 number of parameters: 3 id: 29 unit: def get_language_code() file: 1_synthetic-qa-generation/seed/util/common_utils.py start line: 0 end line: 0 size: 24 LOC McCabe index: 1 number of parameters: 1 id: 30 unit: def generate_syllabus() file: 1_synthetic-qa-generation/glan-instruct/glan.py start line: 0 end line: 0 size: 22 LOC McCabe index: 4 number of parameters: 6 id: 31 unit: def combine_tokenizers() file: 2_slm-fine-tuning-mlstudio/phi/dataset-preparation/combine_tokenizer.py start line: 0 end line: 0 size: 21 LOC McCabe index: 8 number of parameters: 1 id: 32 unit: def concat_results() file: 3_llmops-aifoundry/3_3_optimizing/evaluation/concat_scores.py start line: 0 end line: 0 size: 21 LOC McCabe index: 6 number of parameters: 1 id: 33 unit: def __init__() file: 1_synthetic-qa-generation/evolve-instruct/evolve.py start line: 0 end line: 0 size: 21 LOC McCabe index: 1 number of parameters: 5 id: 34 unit: def image_complexity() file: 1_synthetic-qa-generation/seed/util/preprocess.py start line: 0 end line: 0 size: 21 LOC McCabe index: 5 number of parameters: 4 id: 35 unit: def genPrm() file: 1_synthetic-qa-generation/reasoningplaning/evolve.py start line: 0 end line: 0 size: 21 LOC McCabe index: 8 number of parameters: 3 id: 36 unit: def create_image_with_text() file: 2_slm-fine-tuning-mlstudio/florence2-VQA/src_train/train_mlflow.py start line: 0 end line: 0 size: 20 LOC McCabe index: 5 number of parameters: 4 id: 37 unit: def aggregate_variants_results() file: 3_llmops-aifoundry/3_3_optimizing/evaluation/aggregate_variants_results.py start line: 0 end line: 0 size: 20 LOC McCabe index: 7 number of parameters: 1 id: 38 unit: def createSeedPrompts() file: 1_synthetic-qa-generation/reasoningplaning/evolve.py start line: 0 end line: 0 size: 20 LOC McCabe index: 7 number of parameters: 1 id: 39 unit: def generateApi() file: 1_synthetic-qa-generation/reasoningplaning/evolve.py start line: 0 end line: 0 size: 20 LOC McCabe index: 4 number of parameters: 3 id: 40 unit: def update_figure_description() file: 1_synthetic-qa-generation/seed/util/preprocess.py start line: 0 end line: 0 size: 19 LOC McCabe index: 11 number of parameters: 3 id: 41 unit: def parse_args() file: 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5 id: 47 unit: def load_model() file: 2_slm-fine-tuning-mlstudio/phi/src_train/train.py start line: 0 end line: 0 size: 17 LOC McCabe index: 1 number of parameters: 1 id: 48 unit: def load_model() file: 2_slm-fine-tuning-mlstudio/phi/src_train/train_mlflow.py start line: 0 end line: 0 size: 17 LOC McCabe index: 1 number of parameters: 1 id: 49 unit: def use_passes() file: 2_slm-fine-tuning-mlstudio/phi/olive/phi3.py start line: 0 end line: 0 size: 17 LOC McCabe index: 8 number of parameters: 2 id: 50 unit: def load_model() file: 2_slm-fine-tuning-mlstudio/florence2-VQA/src_train/train_mlflow.py start line: 0 end line: 0 size: 17 LOC McCabe index: 3 number of parameters: 2 id: 51 unit: def run_example_base64() file: 2_slm-fine-tuning-mlstudio/florence2-VQA/src_serve/score.py start line: 0 end line: 0 size: 17 LOC McCabe index: 2 number of parameters: 4 id: 52 unit: def analyze_pdf_page_content() file: 1_synthetic-qa-generation/seed/util/preprocess.py start line: 0 end line: 0 size: 17 LOC McCabe index: 6 number of parameters: 2 id: 53 unit: def generate_subjects() file: 1_synthetic-qa-generation/glan-instruct/glan.py start line: 0 end line: 0 size: 17 LOC McCabe index: 2 number of parameters: 5 id: 54 unit: def generate_taxonomy() file: 1_synthetic-qa-generation/glan-instruct/glan.py start line: 0 end line: 0 size: 16 LOC McCabe index: 5 number of parameters: 3 id: 55 unit: def chat() file: 3_llmops-aifoundry/3_2_prototyping/chat-serverless/phi35_chatcompletion.py start line: 0 end line: 0 size: 15 LOC McCabe index: 3 number of parameters: 4 id: 56 unit: def run() file: 1_synthetic-qa-generation/evolve-instruct/evolve.py start line: 0 end line: 0 size: 15 LOC McCabe index: 3 number of parameters: 1 id: 57 unit: def clean_html() file: 1_synthetic-qa-generation/seed/util/preprocess.py start line: 0 end line: 0 size: 15 LOC McCabe index: 5 number of parameters: 1 id: 58 unit: def run() file: 1_synthetic-qa-generation/reasoningplaning/evolve.py start line: 0 end line: 0 size: 15 LOC McCabe index: 3 number of parameters: 1 id: 59 unit: def shouldProcessQuestion() file: 1_synthetic-qa-generation/reasoningplaning/evolve.py start line: 0 end line: 0 size: 15 LOC McCabe index: 6 number of parameters: 3 id: 60 unit: def validate_subjects_json_structure() file: 1_synthetic-qa-generation/glan-instruct/glan.py start line: 0 end line: 0 size: 15 LOC McCabe index: 19 number of parameters: 1 id: 61 unit: def sample_class_sessions_and_key_concepts() file: 1_synthetic-qa-generation/glan-instruct/glan.py start line: 0 end line: 0 size: 15 LOC McCabe index: 5 number of parameters: 3 id: 62 unit: def run_example() file: 2_slm-fine-tuning-mlstudio/florence2-VQA/src_train/train_mlflow.py start line: 0 end line: 0 size: 14 LOC McCabe index: 2 number of parameters: 3 id: 63 unit: def create_seed_prompts() file: 1_synthetic-qa-generation/evolve-instruct/evolve.py start line: 0 end line: 0 size: 14 LOC McCabe index: 6 number of parameters: 1 id: 64 unit: def split_text_using_tiktoken() file: 1_synthetic-qa-generation/seed/util/preprocess.py start line: 0 end line: 0 size: 14 LOC McCabe index: 4 number of parameters: 4 id: 65 unit: def __call__() file: 1_synthetic-qa-generation/evolve-instruct/evolve.py start line: 0 end line: 0 size: 13 LOC McCabe index: 2 number of parameters: 2 id: 66 unit: def split_pdf_with_page_numbers() file: 1_synthetic-qa-generation/seed/util/preprocess.py start line: 0 end line: 0 size: 13 LOC McCabe index: 2 number of parameters: 3 id: 67 unit: def addOrUpdate() file: 1_synthetic-qa-generation/reasoningplaning/evolve.py start line: 0 end line: 0 size: 13 LOC McCabe index: 7 number of parameters: 4 id: 68 unit: def run_sglang_server() file: 2_slm-fine-tuning-mlstudio/phi/cloud/serve/sglang_api.py start line: 0 end line: 0 size: 12 LOC McCabe index: 2 number of parameters: 0 id: 69 unit: def run_question_only() file: 1_synthetic-qa-generation/evolve-instruct/evolve.py start line: 0 end line: 0 size: 12 LOC McCabe index: 2 number of parameters: 1 id: 70 unit: def separateSteps() file: 1_synthetic-qa-generation/reasoningplaning/evolve.py start line: 0 end line: 0 size: 12 LOC McCabe index: 5 number of parameters: 2 id: 71 unit: def pop() file: 1_synthetic-qa-generation/reasoningplaning/evolve.py start line: 0 end line: 0 size: 12 LOC McCabe index: 5 number of parameters: 1 id: 72 unit: def init() file: 2_slm-fine-tuning-mlstudio/phi/src_serve/score.py start line: 0 end line: 0 size: 11 LOC McCabe index: 2 number of parameters: 0 id: 73 unit: def run() file: 2_slm-fine-tuning-mlstudio/phi/src_serve/score.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 1 id: 74 unit: def remove_small_images() file: 1_synthetic-qa-generation/seed/util/preprocess.py start line: 0 end line: 0 size: 11 LOC McCabe index: 3 number of parameters: 2 id: 75 unit: def __init__() file: 1_synthetic-qa-generation/reasoningplaning/evolve.py start line: 0 end line: 0 size: 11 LOC McCabe index: 2 number of parameters: 3 id: 76 unit: def set_logger() file: 1_synthetic-qa-generation/glan-instruct/glan.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 1 id: 77 unit: def log_params_from_dict() file: 2_slm-fine-tuning-mlstudio/phi/src_train/train_mlflow.py start line: 0 end line: 0 size: 10 LOC McCabe index: 6 number of parameters: 3 id: 78 unit: def run() file: 2_slm-fine-tuning-mlstudio/florence2-VQA/src_serve/score.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 1 id: 79 unit: def __init__() file: 1_synthetic-qa-generation/evolve-instruct/evolve.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 0 id: 80 unit: def setup_logging() file: 1_synthetic-qa-generation/reasoningplaning/evolve.py start line: 0 end line: 0 size: 10 LOC McCabe index: 2 number of parameters: 1 id: 81 unit: def collectSolutionPrefixes() file: 1_synthetic-qa-generation/reasoningplaning/evolve.py start line: 0 end line: 0 size: 10 LOC McCabe index: 2 number of parameters: 1 id: 82 unit: def crop_image_from_pdf_page() file: 1_synthetic-qa-generation/seed/util/preprocess.py start line: 0 end line: 0 size: 9 LOC McCabe index: 2 number of parameters: 3 id: 83 unit: def __init__() file: 1_synthetic-qa-generation/reasoningplaning/evolve.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 3 id: 84 unit: def check_kernel() file: 0_lab_preparation/common.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 0 id: 85 unit: def apply_chat_template() file: 2_slm-fine-tuning-mlstudio/phi/src_train/train.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 2 id: 86 unit: def apply_chat_template() file: 2_slm-fine-tuning-mlstudio/phi/src_train/train_mlflow.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 2 id: 87 unit: def save_dataset_to_txt() file: 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number of parameters: 2 id: 99 unit: def create_answers() file: 1_synthetic-qa-generation/evolve-instruct/evolve.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 1 id: 100 unit: def crop_image_from_image() file: 1_synthetic-qa-generation/seed/util/preprocess.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 3 id: 101 unit: def local_image_to_data_url() file: 1_synthetic-qa-generation/seed/util/preprocess.py start line: 0 end line: 0 size: 7 LOC McCabe index: 4 number of parameters: 1 id: 102 unit: def encode_url_image_base64() file: 1_synthetic-qa-generation/seed/util/preprocess.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 1 id: 103 unit: def getNewTxt() file: 1_synthetic-qa-generation/reasoningplaning/evolve.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 1 id: 104 unit: def getTxtWithLabels() file: 1_synthetic-qa-generation/reasoningplaning/evolve.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 1 id: 105 unit: def mdToText() file: 1_synthetic-qa-generation/reasoningplaning/evolve.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 2 id: 106 unit: def resetPrmState() file: 1_synthetic-qa-generation/reasoningplaning/evolve.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 1 id: 107 unit: def createAnswers() file: 1_synthetic-qa-generation/reasoningplaning/evolve.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 1 id: 108 unit: def format_timespan() file: 0_lab_preparation/common.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 1 id: 109 unit: def main() file: 2_slm-fine-tuning-mlstudio/florence2-VQA/src_train/train_mlflow.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 1 id: 110 unit: def _get_template() file: 1_synthetic-qa-generation/seed/util/qa.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 2 id: 111 unit: def crop_image_from_file() file: 1_synthetic-qa-generation/seed/util/preprocess.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 3 id: 112 unit: def is_bounding_box_larger_than() file: 1_synthetic-qa-generation/seed/util/preprocess.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 3 id: 113 unit: def convert_html_to_md() file: 1_synthetic-qa-generation/seed/util/preprocess.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 1 id: 114 unit: def checkCorrectness() file: 1_synthetic-qa-generation/reasoningplaning/evolve.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 2 id: 115 unit: def __init__() file: 1_synthetic-qa-generation/reasoningplaning/evolve.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 2 id: 116 unit: def __init__() file: 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unit: def delete_folder_and_make_folder() file: 1_synthetic-qa-generation/seed/util/common_utils.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 123 unit: def _get_messages_for_modify_conversation() file: 1_synthetic-qa-generation/seed/util/qa.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 2 id: 124 unit: def get_qna_prompt_template() file: 1_synthetic-qa-generation/seed/util/qa_pair.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 125 unit: def get_full_solution() file: 1_synthetic-qa-generation/reasoningplaning/evolve.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 126 unit: def computeHrdScor() file: 1_synthetic-qa-generation/reasoningplaning/evolve.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 3 id: 127 unit: def computeSelectionScore() file: 1_synthetic-qa-generation/reasoningplaning/evolve.py start line: 0 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1_synthetic-qa-generation/reasoningplaning/evolve.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 3 id: 134 unit: def maintenancePhase() file: 1_synthetic-qa-generation/reasoningplaning/evolve.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 2 id: 135 unit: def save_list_to_text() file: 1_synthetic-qa-generation/glan-instruct/glan.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 2 id: 136 unit: def __init__() file: 1_synthetic-qa-generation/seed/util/qa.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 137 unit: def encode_image_base64() file: 1_synthetic-qa-generation/seed/util/preprocess.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 138 unit: def addFalseBranch() file: 1_synthetic-qa-generation/reasoningplaning/evolve.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 2 id: 139 unit: def __init__() file: 1_synthetic-qa-generation/reasoningplaning/evolve.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 140 unit: def selectionPhase() file: 1_synthetic-qa-generation/reasoningplaning/evolve.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 141 unit: def expansionPhaseBinSrch() file: 1_synthetic-qa-generation/reasoningplaning/evolve.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 142 unit: def __init__() file: 2_slm-fine-tuning-mlstudio/florence2-VQA/src_train/train_mlflow.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 143 unit: def __len__() file: 2_slm-fine-tuning-mlstudio/florence2-VQA/src_train/train_mlflow.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 144 unit: def my_python_tool() file: 3_llmops-aifoundry/3_2_prototyping/chat-context/phi35_finetuned.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 145 unit: def my_python_tool() file: 3_llmops-aifoundry/3_2_prototyping/chat-serverless/phi35_chatcompletion.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 4 id: 146 unit: def my_python_tool() file: 3_llmops-aifoundry/3_2_prototyping/chat/phi35_chatcompletion.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 147 unit: def my_python_tool() file: 3_llmops-aifoundry/3_2_prototyping/chat/phi35_finetuned.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 148 unit: def markdownify() file: 1_synthetic-qa-generation/seed/util/preprocess.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 149 unit: def evaluateCorrectness() file: 1_synthetic-qa-generation/reasoningplaning/evolve.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 150 unit: def addBranch() file: 1_synthetic-qa-generation/reasoningplaning/evolve.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 151 unit: def addNode() file: 1_synthetic-qa-generation/reasoningplaning/evolve.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 152 unit: def is_empty() file: 1_synthetic-qa-generation/reasoningplaning/evolve.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1