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| """ | |
| 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, get_language_settings | |
| from app.data_init import weights_professions, interactive_professions | |
| 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": | |
| 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" | |
| or practical_subtasks.lower() | |
| == "finding a suitable colleague by personality types" | |
| ): | |
| 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_THRESHOLD_TARGET_SCORE_LABEL | |
| if practical_subtasks.lower() | |
| == "finding a suitable colleague by personality types" | |
| else 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 styles" | |
| ): | |
| 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 styles": | |
| df_correlation_coefficients = read_csv_file(config_data.Links_CLOTHING_SC) | |
| 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( | |
| value=1, | |
| minimum=1, | |
| maximum=( | |
| df_correlation_coefficients.columns.size | |
| if practical_subtasks.lower() == "car characteristics" | |
| else df_correlation_coefficients.columns.size - 1 | |
| ), | |
| step=1, | |
| label=config_data.Labels_NUMBER_PRIORITY_LABEL, | |
| info=config_data.InformationMessages_VALUE_FROM_TO_INFO.format( | |
| 1, | |
| ( | |
| df_correlation_coefficients.columns.size | |
| if practical_subtasks.lower() == "car characteristics" | |
| else df_correlation_coefficients.columns.size - 1 | |
| ), | |
| ), | |
| show_label=True, | |
| interactive=True, | |
| visible=visible_subtasks, | |
| 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=visible_subtasks, | |
| 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=visible_subtasks, | |
| 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), | |
| ) | |