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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),
)
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