config = { # tokenizer 'tokenizer_path_retrieval': 'imamnurby/bow-tokenizer-uncased', # model_path 'model_path_retrieval': './library_retriever/retrieval_distillbert', 'model_path_generative': './pattern_generator', 'model_path_classifier': './configuration_classifier', 'classifier_head_path': './configuration_classifier/classifier_head_rf_11nov.pkl', # db path 'db_metadata_path': 'lib_to_features.csv', 'db_constructor_path': 'lib_to_constructor.csv', 'db_params_path' : 'lib_to_constructor_w_params_v2.csv', 'exclusion_list_path': 'common_words.txt', # retrieval_model_setting 'max_k': 5, # generative_model_setting 'num_beams': 2, 'num_return_sequences': 2, 'max_length_generate': 80, # hw_classifier setting 'max_length': 128 } classifier_class_mapping = { 0: {'protocol': 'UART', 'pin_connection_from_hw_to_arduino': { 'arduino_mega': [('RX-->19, TX-->18')], 'arduino_uno': [('RX-->0, TX-->1')] } }, 1: {'protocol': 'SPI', 'pin_connection_from_hw_to_arduino': { 'arduino_mega': [('SCK-->52, MOSI-->51, MISO-->50, CS-->53')], 'arduino_uno': [('SCK-->13, MOSI-->11, MISO-->12, CS-->10')] } }, 2: {'protocol': 'I2C', 'pin_connection_from_hw_to_arduino': { 'arduino_mega': [('SDA-->20, SCL-->21')], 'arduino_uno': [('SDA-->A4, SCL-->A5')], } }, 3: {'protocol': 'Explicit declaration', 'pin_connection_from_hw_to_arduino': { 'arduino_mega': [('DATA-->any digital or analog pins')], 'arduino_uno': [('DATA-->any digital or analog pins')], } } }