""" File: practical_subtasks.py Author: Elena Ryumina and Dmitry Ryumin Description: Event handler for Gradio app to filter practical subtasks based on selected practical subtasks. License: MIT License """ import gradio as gr # Importing necessary components for the Gradio app from app.config import config_data from app.utils import read_csv_file, extract_profession_weights, get_language_settings from app.components import number_create_ui, dropdown_create_ui def event_handler_practical_subtasks( language, type_modes, practical_tasks, practical_subtasks, practical_subtasks_selected, ): lang_id, _ = get_language_settings(language) practical_subtasks_selected[practical_tasks] = practical_subtasks visible_subtasks = ( True if type_modes == config_data.Settings_TYPE_MODES[0] else False ) if practical_subtasks.lower() == "16 personality types of mbti": return ( practical_subtasks_selected, gr.Column(visible=visible_subtasks), dropdown_create_ui( label=f"Potential candidates by Personality Type of MBTI ({len(config_data.Settings_DROPDOWN_MBTI)})", info=config_data.InformationMessages_DROPDOWN_MBTI_INFO, choices=config_data.Settings_DROPDOWN_MBTI, value=config_data.Settings_DROPDOWN_MBTI[0], visible=visible_subtasks, elem_classes="dropdown-container", ), number_create_ui( value=0.5, minimum=0.0, maximum=1.0, step=0.01, label=config_data.Labels_THRESHOLD_MBTI_LABEL, info=config_data.InformationMessages_VALUE_FROM_TO_INFO.format(0, 1.0), show_label=True, interactive=True, visible=visible_subtasks, render=True, elem_classes="number-container", ), number_create_ui(visible=False), dropdown_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), dropdown_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), ) elif practical_subtasks.lower() == "professional groups": df_traits_priority_for_professions = read_csv_file( config_data.Links_PROFESSIONS ) weights_professions, interactive_professions = extract_profession_weights( df_traits_priority_for_professions, config_data.Settings_DROPDOWN_CANDIDATES[0], ) return ( practical_subtasks_selected, gr.Column(visible=visible_subtasks), dropdown_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), dropdown_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), dropdown_create_ui( label=f"Potential candidates by professional responsibilities ({len(config_data.Settings_DROPDOWN_CANDIDATES)})", info=config_data.InformationMessages_DROPDOWN_CANDIDATES_INFO, choices=config_data.Settings_DROPDOWN_CANDIDATES, value=config_data.Settings_DROPDOWN_CANDIDATES[0], visible=visible_subtasks, elem_classes="dropdown-container", ), number_create_ui( value=weights_professions[0], minimum=config_data.Values_0_100[0], maximum=config_data.Values_0_100[1], step=1, label=config_data.Labels_NUMBER_IMPORTANCE_OPE_LABEL, info=config_data.InformationMessages_VALUE_FROM_TO_INFO.format( config_data.Values_0_100[0], config_data.Values_0_100[1] ), show_label=True, interactive=interactive_professions, visible=visible_subtasks, render=True, elem_classes="number-container", ), number_create_ui( value=weights_professions[1], minimum=config_data.Values_0_100[0], maximum=config_data.Values_0_100[1], step=1, label=config_data.Labels_NUMBER_IMPORTANCE_CON_LABEL, info=config_data.InformationMessages_VALUE_FROM_TO_INFO.format( config_data.Values_0_100[0], config_data.Values_0_100[1] ), show_label=True, interactive=interactive_professions, visible=visible_subtasks, render=True, elem_classes="number-container", ), number_create_ui( value=weights_professions[2], minimum=config_data.Values_0_100[0], maximum=config_data.Values_0_100[1], step=1, label=config_data.Labels_NUMBER_IMPORTANCE_EXT_LABEL, info=config_data.InformationMessages_VALUE_FROM_TO_INFO.format( config_data.Values_0_100[0], config_data.Values_0_100[1] ), show_label=True, interactive=interactive_professions, visible=visible_subtasks, render=True, elem_classes="number-container", ), number_create_ui( value=weights_professions[3], minimum=config_data.Values_0_100[0], maximum=config_data.Values_0_100[1], step=1, label=config_data.Labels_NUMBER_IMPORTANCE_AGR_LABEL, info=config_data.InformationMessages_VALUE_FROM_TO_INFO.format( config_data.Values_0_100[0], config_data.Values_0_100[1] ), show_label=True, interactive=interactive_professions, visible=visible_subtasks, render=True, elem_classes="number-container", ), number_create_ui( value=weights_professions[4], minimum=config_data.Values_0_100[0], maximum=config_data.Values_0_100[1], step=1, label=config_data.Labels_NUMBER_IMPORTANCE_NNEU_LABEL, info=config_data.InformationMessages_VALUE_FROM_TO_INFO.format( config_data.Values_0_100[0], config_data.Values_0_100[1] ), show_label=True, interactive=interactive_professions, visible=visible_subtasks, render=True, elem_classes="number-container", ), ) elif practical_subtasks.lower() == "professional skills": return ( practical_subtasks_selected, gr.Column(visible=visible_subtasks), dropdown_create_ui(visible=False), number_create_ui(visible=False), number_create_ui( value=0.45, minimum=0.0, maximum=1.0, step=0.01, label=config_data.Labels_THRESHOLD_PROFESSIONAL_SKILLS_LABEL, info=config_data.InformationMessages_VALUE_FROM_TO_INFO.format(0, 1.0), show_label=True, interactive=True, visible=visible_subtasks, render=True, elem_classes="number-container", ), dropdown_create_ui( label=f"Professional skills ({len(config_data.Settings_DROPDOWN_PROFESSIONAL_SKILLS)})", info=config_data.InformationMessages_DROPDOWN_PROFESSIONAL_SKILLS_INFO, choices=config_data.Settings_DROPDOWN_PROFESSIONAL_SKILLS, value=config_data.Settings_DROPDOWN_PROFESSIONAL_SKILLS[0], visible=visible_subtasks, elem_classes="dropdown-container", ), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), dropdown_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), ) elif ( practical_subtasks.lower() == "finding a suitable junior colleague" or practical_subtasks.lower() == "finding a suitable senior colleague" ): return ( practical_subtasks_selected, gr.Column(visible=visible_subtasks), dropdown_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), dropdown_create_ui(visible=False), number_create_ui( value=config_data.Values_TARGET_SCORES[0], minimum=0.0, maximum=1.0, step=0.000001, label=config_data.Labels_TARGET_SCORE_OPE_LABEL, info=config_data.InformationMessages_VALUE_FROM_TO_INFO.format(0, 1.0), show_label=True, interactive=True, visible=visible_subtasks, render=True, elem_classes="number-container", ), number_create_ui( value=config_data.Values_TARGET_SCORES[1], minimum=0.0, maximum=1.0, step=0.000001, label=config_data.Labels_TARGET_SCORE_CON_LABEL, info=config_data.InformationMessages_VALUE_FROM_TO_INFO.format(0, 1.0), show_label=True, interactive=True, visible=visible_subtasks, render=True, elem_classes="number-container", ), number_create_ui( value=config_data.Values_TARGET_SCORES[2], minimum=0.0, maximum=1.0, step=0.000001, label=config_data.Labels_TARGET_SCORE_EXT_LABEL, info=config_data.InformationMessages_VALUE_FROM_TO_INFO.format(0, 1.0), show_label=True, interactive=True, visible=visible_subtasks, render=True, elem_classes="number-container", ), number_create_ui( value=config_data.Values_TARGET_SCORES[3], minimum=0.0, maximum=1.0, step=0.000001, label=config_data.Labels_TARGET_SCORE_AGR_LABEL, info=config_data.InformationMessages_VALUE_FROM_TO_INFO.format(0, 1.0), show_label=True, interactive=True, visible=visible_subtasks, render=True, elem_classes="number-container", ), number_create_ui( value=config_data.Values_TARGET_SCORES[4], minimum=0.0, maximum=1.0, step=0.000001, label=config_data.Labels_TARGET_SCORE_NNEU_LABEL, info=config_data.InformationMessages_VALUE_FROM_TO_INFO.format(0, 1.0), show_label=True, interactive=True, visible=visible_subtasks, render=True, elem_classes="number-container", ), number_create_ui( value=0.5, minimum=0.0, maximum=1.0, step=0.01, label=config_data.Labels_EQUAL_COEFFICIENT_LABEL, info=config_data.InformationMessages_VALUE_FROM_TO_INFO.format(0, 1.0), show_label=True, interactive=True, visible=visible_subtasks, render=True, elem_classes="number-container", ), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), dropdown_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), ) elif ( practical_subtasks.lower() == "car characteristics" or practical_subtasks.lower() == "mobile device application categories" or practical_subtasks.lower() == "clothing style correlation" ): if practical_subtasks.lower() == "car characteristics": df_correlation_coefficients = read_csv_file( config_data.Links_CAR_CHARACTERISTICS, ["Trait", "Style and performance", "Safety and practicality"], ) elif practical_subtasks.lower() == "mobile device application categories": df_correlation_coefficients = read_csv_file( config_data.Links_MDA_CATEGORIES ) elif practical_subtasks.lower() == "clothing style correlation": df_correlation_coefficients = read_csv_file(config_data.Links_CLOTHING_SC) return ( practical_subtasks_selected, gr.Column(visible=True), dropdown_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), dropdown_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui( value=1, minimum=1, maximum=df_correlation_coefficients.columns.size, step=1, label=config_data.Labels_NUMBER_PRIORITY_LABEL, info=config_data.InformationMessages_VALUE_FROM_TO_INFO.format( 1, df_correlation_coefficients.columns.size ), show_label=True, interactive=True, visible=True, render=True, elem_classes="number-container", ), number_create_ui( value=1, minimum=1, maximum=5, step=1, label=config_data.Labels_NUMBER_IMPORTANCE_TRAITS_LABEL, info=config_data.InformationMessages_VALUE_FROM_TO_INFO.format(1, 5), show_label=True, interactive=True, visible=True, render=True, elem_classes="number-container", ), number_create_ui( value=0.55, minimum=0.0, maximum=1.0, step=0.01, label=config_data.Labels_THRESHOLD_CONSUMER_PREFERENCES_LABEL, info=config_data.InformationMessages_VALUE_FROM_TO_INFO.format(0, 1.0), show_label=True, interactive=True, visible=True, render=True, elem_classes="number-container", ), dropdown_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), ) else: return ( practical_subtasks_selected, gr.Column(visible=False), dropdown_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), dropdown_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), dropdown_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), number_create_ui(visible=False), )