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id: 133
unit: def shorten_file()
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id: 134
unit: def get_environment()
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id: 135
unit: def get_avg_scores()
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id: 136
unit: def generate_embedding_features()
file: src/jobs/util/grouping_pipeline.py
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id: 137
unit: def shorten_topics()
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id: 138
unit: def create_simple_prompt_with_keywords()
file: src/jobs/util/tab_titles.py
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id: 139
unit: def remove_layers()
file: src/jobs/distill_t5.py
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id: 140
unit: def get_environment()
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id: 141
unit: def get_avg_scores()
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id: 142
unit: def generate_embedding_features()
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id: 143
unit: def shorten_topics()
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id: 144
unit: def create_simple_prompt_with_keywords()
file: src/util/tab_titles.py
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id: 145
unit: def get_tokens_as_list()
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id: 146
unit: def load_words_from_url()
file: src/jobs/utils.py
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id: 147
unit: def is_kubernetes_environment()
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id: 148
unit: def __init__()
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id: 149
unit: def __init__()
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id: 150
unit: def download_bucket_to_file()
file: src/jobs/util/storage.py
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size: 5 LOC
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id: 151
unit: def generate_token_response()
file: src/jobs/util/tab_titles.py
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id: 152
unit: def prepare_hint_data()
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id: 153
unit: def get_document_string()
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id: 154
unit: def get_keyword_string()
file: src/jobs/util/tab_titles.py
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id: 155
unit: def generate_prompt()
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id: 156
unit: def is_kubernetes_environment()
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id: 157
unit: def __init__()
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id: 158
unit: def __init__()
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id: 159
unit: def download_bucket_to_file()
file: src/util/storage.py
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size: 5 LOC
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number of parameters: 3

id: 160
unit: def generate_token_response()
file: src/util/tab_titles.py
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number of parameters: 3

id: 161
unit: def prepare_hint_data()
file: src/util/tab_titles.py
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id: 162
unit: def get_document_string()
file: src/util/tab_titles.py
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id: 163
unit: def get_keyword_string()
file: src/util/tab_titles.py
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size: 5 LOC
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number of parameters: 1

id: 164
unit: def load_words_from_url()
file: src/filter_words.py
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size: 5 LOC
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number of parameters: 1

id: 165
unit: def cleanup()
file: src/cleanup_ml_gen.py
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id: 166
unit: def process_list_response()
file: src/jobs/util/language_model.py
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id: 167
unit: def __init__()
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id: 168
unit: def get_model()
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id: 169
unit: def get_prefix()
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id: 170
unit: def average_distance()
file: src/jobs/util/silhouette.py
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size: 4 LOC
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number of parameters: 2

id: 171
unit: def download_bucket_to_csv()
file: src/jobs/util/storage.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 172
unit: def __init__()
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id: 173
unit: def __init__()
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id: 174
unit: def get_closest_embeddings()
file: src/jobs/util/tab_titles.py
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size: 4 LOC
McCabe index: 1
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id: 175
unit: def generate_prompt()
file: src/jobs/tune_base.py
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size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 176
unit: def process_list_response()
file: src/util/language_model.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 177
unit: def __init__()
file: src/util/key_document_finder.py
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size: 4 LOC
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id: 178
unit: def get_model()
file: src/util/grouping_pipeline.py
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id: 179
unit: def get_prefix()
file: src/util/grouping_pipeline.py
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size: 4 LOC
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number of parameters: 2

id: 180
unit: def average_distance()
file: src/util/silhouette.py
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size: 4 LOC
McCabe index: 3
number of parameters: 2

id: 181
unit: def download_bucket_to_csv()
file: src/util/storage.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 182
unit: def __init__()
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id: 183
unit: def __init__()
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id: 184
unit: def get_closest_embeddings()
file: src/util/tab_titles.py
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size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 185
unit: def get_domain_dataset()
file: src/tab_grouping_streamlit.py
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size: 3 LOC
McCabe index: 1
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id: 186
unit: def remove_year()
file: src/cleanup_ml_gen.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 187
unit: def load_env()
file: src/jobs/util/secrets.py
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size: 3 LOC
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id: 188
unit: def dump_lang_logs()
file: src/jobs/util/language_model.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 189
unit: def list_query()
file: src/jobs/util/language_model.py
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size: 3 LOC
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id: 190
unit: def get_list()
file: src/jobs/util/language_model.py
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id: 191
unit: def get_category_embeddings()
file: src/jobs/util/key_document_finder.py
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size: 3 LOC
McCabe index: 1
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id: 192
unit: def get_keywords_for_group()
file: src/jobs/util/key_document_finder.py
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size: 3 LOC
McCabe index: 1
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id: 193
unit: def fit()
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id: 194
unit: def transform()
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id: 195
unit: def get_embedding_for_document()
file: src/jobs/util/shorten_topic_length.py
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 196
unit: def create_simple_prompt()
file: src/jobs/util/tab_titles.py
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size: 3 LOC
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number of parameters: 2

id: 197
unit: def create_prompt_for_llm()
file: src/jobs/util/tab_titles.py
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size: 3 LOC
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number of parameters: 4

id: 198
unit: def get_topic()
file: src/jobs/util/tab_titles.py
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size: 3 LOC
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number of parameters: 3

id: 199
unit: def get_topic_with_keywords()
file: src/jobs/util/tab_titles.py
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size: 3 LOC
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number of parameters: 5

id: 200
unit: def get_embeddings_for_hint_matching()
file: src/jobs/util/tab_titles.py
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size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 201
unit: def load_env()
file: src/util/secrets.py
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size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 202
unit: def dump_lang_logs()
file: src/util/language_model.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 203
unit: def list_query()
file: src/util/language_model.py
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size: 3 LOC
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number of parameters: 2

id: 204
unit: def get_list()
file: src/util/language_model.py
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McCabe index: 1
number of parameters: 2

id: 205
unit: def get_category_embeddings()
file: src/util/key_document_finder.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 206
unit: def get_keywords_for_group()
file: src/util/key_document_finder.py
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size: 3 LOC
McCabe index: 1
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id: 207
unit: def fit()
file: src/util/grouping_pipeline.py
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id: 208
unit: def transform()
file: src/util/grouping_pipeline.py
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id: 209
unit: def get_embedding_for_document()
file: src/util/shorten_topic_length.py
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 210
unit: def create_simple_prompt()
file: src/util/tab_titles.py
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 211
unit: def create_prompt_for_llm()
file: src/util/tab_titles.py
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size: 3 LOC
McCabe index: 2
number of parameters: 4

id: 212
unit: def get_topic()
file: src/util/tab_titles.py
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size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 213
unit: def get_topic_with_keywords()
file: src/util/tab_titles.py
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size: 3 LOC
McCabe index: 1
number of parameters: 5

id: 214
unit: def get_embeddings_for_hint_matching()
file: src/util/tab_titles.py
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size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 215
unit: def sigmoid()
file: src/suggest_cls_streamlit.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 216
unit: def prod()
file: src/suggest_cls_streamlit.py
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id: 217
unit: def get_model()
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id: 218
unit: def get_model_streamlit_cached()
file: src/tab_grouping_streamlit.py
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McCabe index: 1
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id: 219
unit: def get_box()
file: src/tab_grouping_streamlit.py
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size: 2 LOC
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number of parameters: 2

id: 220
unit: def get_labeled_dataset_cached()
file: src/tab_grouping_streamlit.py
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McCabe index: 1
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id: 221
unit: def get_title_embedding_transformer()
file: src/tab_grouping_streamlit.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 222
unit: def get_embeddings()
file: src/embeddings_streamlit.py
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id: 223
unit: def load_model()
file: src/embeddings_streamlit.py
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id: 224
unit: def join()
file: src/jobs/TuneGenTopicModel.py
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id: 225
unit: def end()
file: src/jobs/TuneGenTopicModel.py
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id: 226
unit: def get_project_id()
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id: 227
unit: def is_local_environment()
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id: 228
unit: def is_remote_environment()
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id: 229
unit: def stats_log()
file: src/jobs/util/language_model.py
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id: 230
unit: def setup_openai()
file: src/jobs/util/language_model.py
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number of parameters: 1

id: 231
unit: def cleanup_result()
file: src/jobs/util/language_model.py
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id: 232
unit: def user_message()
file: src/jobs/util/language_model.py
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id: 233
unit: def assistant_message()
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id: 234
unit: def text_query()
file: src/jobs/util/language_model.py
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id: 235
unit: def get_best_documents()
file: src/jobs/util/key_document_finder.py
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id: 236
unit: def __init__()
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id: 237
unit: def get_title_embedding_transformer()
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id: 238
unit: def __init__()
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id: 239
unit: def fit()
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id: 240
unit: def transform()
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McCabe index: 1
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id: 241
unit: def __init__()
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size: 2 LOC
McCabe index: 1
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id: 242
unit: def fit()
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id: 243
unit: def transform()
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size: 2 LOC
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id: 244
unit: def __init__()
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id: 245
unit: def get_document_for_row()
file: src/jobs/util/shorten_topic_length.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 246
unit: def euclidean_distance()
file: src/jobs/util/silhouette.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 247
unit: def get_topic()
file: src/jobs/util/tab_titles.py
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size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 248
unit: def get_combined_string_for_embedding()
file: src/jobs/util/tab_titles.py
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McCabe index: 1
number of parameters: 1

id: 249
unit: def get_dict()
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McCabe index: 1
number of parameters: 1

id: 250
unit: def get_project_id()
file: src/util/secrets.py
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McCabe index: 1
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id: 251
unit: def is_local_environment()
file: src/util/secrets.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 252
unit: def is_remote_environment()
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 253
unit: def stats_log()
file: src/util/language_model.py
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McCabe index: 1
number of parameters: 1

id: 254
unit: def setup_openai()
file: src/util/language_model.py
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McCabe index: 1
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id: 255
unit: def cleanup_result()
file: src/util/language_model.py
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McCabe index: 1
number of parameters: 2

id: 256
unit: def user_message()
file: src/util/language_model.py
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McCabe index: 1
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id: 257
unit: def assistant_message()
file: src/util/language_model.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 258
unit: def text_query()
file: src/util/language_model.py
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size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 259
unit: def get_best_documents()
file: src/util/key_document_finder.py
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size: 2 LOC
McCabe index: 1
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id: 260
unit: def __init__()
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McCabe index: 1
number of parameters: 1

id: 261
unit: def get_title_embedding_transformer()
file: src/util/grouping_pipeline.py
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size: 2 LOC
McCabe index: 1
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id: 262
unit: def __init__()
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McCabe index: 1
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id: 263
unit: def fit()
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size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 264
unit: def transform()
file: src/util/grouping_pipeline.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 265
unit: def __init__()
file: src/util/grouping_pipeline.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 266
unit: def fit()
file: src/util/grouping_pipeline.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 267
unit: def transform()
file: src/util/grouping_pipeline.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 268
unit: def __init__()
file: src/util/grouping_pipeline.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 269
unit: def get_document_for_row()
file: src/util/shorten_topic_length.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 270
unit: def euclidean_distance()
file: src/util/silhouette.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 271
unit: def get_topic()
file: src/util/tab_titles.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 272
unit: def get_combined_string_for_embedding()
file: src/util/tab_titles.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 273
unit: def get_dict()
file: src/util/tab_titles.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 274
unit: def __init__()
file: src/gen_annotation_data.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1