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| """ | |
| File: clear_blocks.py | |
| Author: Elena Ryumina and Dmitry Ryumin | |
| Description: Event handler for clearing Gradio app blocks and components. | |
| License: MIT License | |
| """ | |
| import gradio as gr | |
| # Importing necessary components for the Gradio app | |
| from app.oceanai_init import b5 | |
| from app.config import config_data | |
| from app.description_steps import STEP_2 | |
| from app.utils import read_csv_file, extract_profession_weights | |
| from app.practical_tasks import supported_practical_tasks | |
| from app.components import ( | |
| html_message, | |
| button, | |
| dataframe, | |
| files_create_ui, | |
| radio_create_ui, | |
| number_create_ui, | |
| dropdown_create_ui, | |
| video_create_ui, | |
| ) | |
| def event_handler_calculate_pt_scores_blocks(files, evt_data: gr.EventData): | |
| _ = evt_data.target.__class__.__name__ | |
| out = False | |
| b5.get_avt_predictions_gradio( | |
| paths=files, url_accuracy="", accuracy=False, lang="en", out=out | |
| ) | |
| b5.df_files_.to_csv(config_data.Filenames_PT_SCORES) | |
| first_practical_task = next(iter(supported_practical_tasks)) | |
| df_files = b5.df_files_.copy() | |
| df_files.reset_index(inplace=True) | |
| 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 ( | |
| html_message(config_data.InformationMessages_NOTI_VIDEOS, False, False), | |
| dataframe( | |
| headers=df_files.columns.tolist(), | |
| values=df_files.values.tolist(), | |
| visible=True, | |
| ), | |
| files_create_ui( | |
| config_data.Filenames_PT_SCORES, | |
| "single", | |
| [".csv"], | |
| config_data.OtherMessages_EXPORT_PT_SCORES, | |
| True, | |
| False, | |
| True, | |
| "csv-container", | |
| ), | |
| gr.HTML(value=STEP_2, visible=True), | |
| gr.Column(visible=True), | |
| radio_create_ui( | |
| first_practical_task, | |
| "Practical tasks", | |
| list(map(str, supported_practical_tasks.keys())), | |
| config_data.InformationMessages_PRACTICAL_TASKS_INFO, | |
| True, | |
| True, | |
| ), | |
| radio_create_ui( | |
| supported_practical_tasks[first_practical_task][0], | |
| "Practical subtasks", | |
| supported_practical_tasks[first_practical_task], | |
| config_data.InformationMessages_PRACTICAL_SUBTASKS_INFO, | |
| True, | |
| True, | |
| ), | |
| gr.JSON( | |
| value={ | |
| str(task): supported_practical_tasks.get(task, [None])[0] | |
| for task in supported_practical_tasks.keys() | |
| }, | |
| visible=False, | |
| render=True, | |
| ), | |
| gr.Column(visible=True), | |
| 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=True, | |
| 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=True, | |
| 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=True, | |
| 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=True, | |
| 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=True, | |
| 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=True, | |
| render=True, | |
| elem_classes="number-container", | |
| ), | |
| button( | |
| config_data.OtherMessages_CALCULATE_PRACTICAL_TASK, | |
| True, | |
| 1, | |
| True, | |
| "calculate_practical_task", | |
| ), | |
| gr.Row(visible=False), | |
| gr.Column(visible=False), | |
| dataframe(visible=False), | |
| files_create_ui( | |
| None, | |
| "single", | |
| [".csv"], | |
| config_data.OtherMessages_EXPORT_PS, | |
| True, | |
| False, | |
| False, | |
| "csv-container", | |
| ), | |
| video_create_ui(visible=False), | |
| html_message(config_data.InformationMessages_NOTI_IN_DEV, False, False), | |
| ) | |