split front element and event listening
Browse files- front/tabs/tab_drias.py +176 -125
front/tabs/tab_drias.py
CHANGED
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@@ -1,9 +1,30 @@
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import gradio as gr
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from climateqa.engine.talk_to_data.main import ask_drias
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from climateqa.engine.talk_to_data.config import DRIAS_MODELS, DRIAS_UI_TEXT
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async def ask_drias_query(query: str, index_state: int):
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return await ask_drias(query, index_state)
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@@ -91,18 +112,13 @@ def on_table_click(evt: gr.SelectData, table_names, sql_queries, dataframes, plo
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def
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plots_state = gr.State([])
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index_state = gr.State(0)
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table_names_list = gr.State([])
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with gr.Tab("Beta - Talk to DRIAS", elem_id="tab-vanna", id=6):
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with gr.Accordion(label="Details") as details_accordion:
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gr.Markdown(DRIAS_UI_TEXT)
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-
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examples_hidden = gr.Textbox(visible=False, elem_id="drias-examples-hidden")
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examples = gr.Examples(
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examples=[
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@@ -116,7 +132,6 @@ def create_drias_tab():
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outputs=[examples_hidden],
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)
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-
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with gr.Row():
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drias_direct_question = gr.Textbox(
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label="Direct Question",
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@@ -125,7 +140,6 @@ def create_drias_tab():
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interactive=True,
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)
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-
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result_text = gr.Textbox(
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label="", elem_id="no-result-label", interactive=False, visible=True
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)
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@@ -158,124 +172,161 @@ def create_drias_tab():
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prev_button = gr.Button("Previous", visible=False)
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next_button = gr.Button("Next", visible=False)
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],
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).then(
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show_results,
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inputs=[sql_queries_state, dataframes_state, plots_state],
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outputs=[
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result_text,
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query_accordion,
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table_accordion,
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chart_accordion,
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prev_button,
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next_button,
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pagination_display,
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table_names_display,
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],
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).then(
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update_pagination,
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inputs=[index_state, sql_queries_state],
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outputs=[pagination_display],
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).then(
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display_table_names,
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inputs=[table_names_list],
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outputs=[table_names_display],
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)
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drias_sql_query,
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drias_table,
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drias_display,
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sql_queries_state,
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dataframes_state,
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plots_state,
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index_state,
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table_names_list,
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result_text,
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],
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).then(
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show_results,
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inputs=[sql_queries_state, dataframes_state, plots_state],
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outputs=[
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result_text,
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query_accordion,
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table_accordion,
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chart_accordion,
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prev_button,
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next_button,
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pagination_display,
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table_names_display,
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],
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).then(
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update_pagination,
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inputs=[index_state, sql_queries_state],
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outputs=[pagination_display],
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).then(
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display_table_names,
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inputs=[table_names_list],
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outputs=[table_names_display],
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)
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inputs=[index_state, sql_queries_state],
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outputs=[pagination_display],
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)
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import gradio as gr
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from typing import TypedDict, List, Optional
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from climateqa.engine.talk_to_data.main import ask_drias
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from climateqa.engine.talk_to_data.config import DRIAS_MODELS, DRIAS_UI_TEXT
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class DriasUIElements(TypedDict):
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tab: gr.Tab
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details_accordion: gr.Accordion
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examples_hidden: gr.Textbox
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examples: gr.Examples
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drias_direct_question: gr.Textbox
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result_text: gr.Textbox
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table_names_display: gr.DataFrame
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query_accordion: gr.Accordion
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drias_sql_query: gr.Textbox
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chart_accordion: gr.Accordion
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model_selection: gr.Dropdown
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drias_display: gr.Plot
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table_accordion: gr.Accordion
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drias_table: gr.DataFrame
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pagination_display: gr.Markdown
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prev_button: gr.Button
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next_button: gr.Button
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async def ask_drias_query(query: str, index_state: int):
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return await ask_drias(query, index_state)
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)
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def create_drias_ui() -> DriasUIElements:
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"""Create and return all UI elements for the DRIAS tab."""
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with gr.Tab("Beta - Talk to DRIAS", elem_id="tab-vanna", id=6) as tab:
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with gr.Accordion(label="Details") as details_accordion:
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gr.Markdown(DRIAS_UI_TEXT)
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# Add examples for common questions
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examples_hidden = gr.Textbox(visible=False, elem_id="drias-examples-hidden")
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examples = gr.Examples(
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examples=[
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outputs=[examples_hidden],
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)
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with gr.Row():
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drias_direct_question = gr.Textbox(
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label="Direct Question",
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interactive=True,
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)
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result_text = gr.Textbox(
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label="", elem_id="no-result-label", interactive=False, visible=True
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)
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prev_button = gr.Button("Previous", visible=False)
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next_button = gr.Button("Next", visible=False)
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return DriasUIElements(
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tab=tab,
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details_accordion=details_accordion,
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examples_hidden=examples_hidden,
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examples=examples,
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drias_direct_question=drias_direct_question,
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result_text=result_text,
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table_names_display=table_names_display,
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query_accordion=query_accordion,
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drias_sql_query=drias_sql_query,
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chart_accordion=chart_accordion,
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model_selection=model_selection,
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drias_display=drias_display,
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table_accordion=table_accordion,
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drias_table=drias_table,
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pagination_display=pagination_display,
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prev_button=prev_button,
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next_button=next_button
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)
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def setup_drias_events(ui_elements: DriasUIElements) -> None:
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"""Set up all event handlers for the DRIAS tab."""
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# Create state variables
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sql_queries_state = gr.State([])
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dataframes_state = gr.State([])
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plots_state = gr.State([])
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index_state = gr.State(0)
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table_names_list = gr.State([])
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# Handle example selection
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ui_elements["examples_hidden"].change(
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lambda x: (gr.Accordion(open=False), gr.Textbox(value=x)),
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inputs=[ui_elements["examples_hidden"]],
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outputs=[ui_elements["details_accordion"], ui_elements["drias_direct_question"]]
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).then(
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ask_drias_query,
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inputs=[ui_elements["examples_hidden"], index_state],
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outputs=[
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ui_elements["drias_sql_query"],
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ui_elements["drias_table"],
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ui_elements["drias_display"],
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sql_queries_state,
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dataframes_state,
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plots_state,
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index_state,
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table_names_list,
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ui_elements["result_text"],
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],
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).then(
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show_results,
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inputs=[sql_queries_state, dataframes_state, plots_state],
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outputs=[
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ui_elements["result_text"],
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ui_elements["query_accordion"],
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ui_elements["table_accordion"],
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ui_elements["chart_accordion"],
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ui_elements["prev_button"],
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ui_elements["next_button"],
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ui_elements["pagination_display"],
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ui_elements["table_names_display"],
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],
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).then(
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update_pagination,
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inputs=[index_state, sql_queries_state],
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outputs=[ui_elements["pagination_display"]],
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).then(
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display_table_names,
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inputs=[table_names_list],
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outputs=[ui_elements["table_names_display"]],
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)
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# Handle direct question submission
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ui_elements["drias_direct_question"].submit(
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lambda: gr.Accordion(open=False),
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inputs=None,
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outputs=[ui_elements["details_accordion"]]
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).then(
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ask_drias_query,
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inputs=[ui_elements["drias_direct_question"], index_state],
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outputs=[
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ui_elements["drias_sql_query"],
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ui_elements["drias_table"],
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ui_elements["drias_display"],
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sql_queries_state,
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dataframes_state,
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plots_state,
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index_state,
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table_names_list,
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ui_elements["result_text"],
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],
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).then(
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show_results,
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inputs=[sql_queries_state, dataframes_state, plots_state],
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outputs=[
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ui_elements["result_text"],
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ui_elements["query_accordion"],
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ui_elements["table_accordion"],
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ui_elements["chart_accordion"],
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ui_elements["prev_button"],
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ui_elements["next_button"],
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ui_elements["pagination_display"],
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ui_elements["table_names_display"],
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],
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).then(
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update_pagination,
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inputs=[index_state, sql_queries_state],
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outputs=[ui_elements["pagination_display"]],
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).then(
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display_table_names,
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inputs=[table_names_list],
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outputs=[ui_elements["table_names_display"]],
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)
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# Handle model selection change
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ui_elements["model_selection"].change(
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filter_by_model,
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inputs=[dataframes_state, plots_state, index_state, ui_elements["model_selection"]],
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outputs=[ui_elements["drias_table"], ui_elements["drias_display"]],
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)
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# Handle pagination buttons
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ui_elements["prev_button"].click(
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show_previous,
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inputs=[index_state, sql_queries_state, dataframes_state, plots_state],
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outputs=[ui_elements["drias_sql_query"], ui_elements["drias_table"], ui_elements["drias_display"], index_state],
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).then(
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update_pagination,
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inputs=[index_state, sql_queries_state],
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outputs=[ui_elements["pagination_display"]],
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)
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ui_elements["next_button"].click(
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| 307 |
+
show_next,
|
| 308 |
+
inputs=[index_state, sql_queries_state, dataframes_state, plots_state],
|
| 309 |
+
outputs=[ui_elements["drias_sql_query"], ui_elements["drias_table"], ui_elements["drias_display"], index_state],
|
| 310 |
+
).then(
|
| 311 |
+
update_pagination,
|
| 312 |
+
inputs=[index_state, sql_queries_state],
|
| 313 |
+
outputs=[ui_elements["pagination_display"]],
|
| 314 |
+
)
|
| 315 |
+
|
| 316 |
+
# Handle table selection
|
| 317 |
+
ui_elements["table_names_display"].select(
|
| 318 |
+
fn=on_table_click,
|
| 319 |
+
inputs=[table_names_list, sql_queries_state, dataframes_state, plots_state],
|
| 320 |
+
outputs=[ui_elements["drias_sql_query"], ui_elements["drias_table"], ui_elements["drias_display"], index_state],
|
| 321 |
+
).then(
|
| 322 |
+
update_pagination,
|
| 323 |
+
inputs=[index_state, sql_queries_state],
|
| 324 |
+
outputs=[ui_elements["pagination_display"]],
|
| 325 |
+
)
|
| 326 |
+
|
| 327 |
+
def create_drias_tab():
|
| 328 |
+
"""Main function to create the DRIAS tab with UI and event handling."""
|
| 329 |
+
ui_elements = create_drias_ui()
|
| 330 |
+
setup_drias_events(ui_elements)
|
| 331 |
+
|
| 332 |
+
|