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import gradio as gr
from typing import Dict
import asyncio
from src.control.control import Controller
def run(config: Dict, controller: Controller):
with gr.Blocks() as formatdoc:
with gr.Row():
with gr.Column():
pass
with gr.Column(scale=10):
"""
=====================================================
Input and style components
==========================
"""
input_files_comp = gr.File(file_count="multiple", file_types=[".docx"])
with gr.Accordion("Modifier automatiquement les styles", open=False) as style_acc:
templates_radio = gr.Radio(
label="Templates",
choices=config['templates'],
value=config['templates'][config['default_template_index']],
)
options_btn = gr.CheckboxGroup(choices=config['options'],
label="Options",
info="(Fonctions non implémentées actuellement)",
interactive=True, )
with gr.Accordion("Mapper les styles qui n'existent pas dans le template", open=False) \
as newstyles_acc:
with gr.Column(scale=2):
newstyle_comps = [gr.Dropdown(visible=False, interactive=True)
for _ in range(config['max_styles'])]
log_comp = gr.Textbox(label="Journal des modifications", visible=False)
output_styles_files_comp = gr.File(file_count="multiple", file_types=[".docx"], visible=False)
with gr.Row():
run_style_btn = gr.Button("Appliquer le template et les modifications de style")
clear_style_btn = gr.Button("Annuler les modifications de style")
"""
===============================================
Generation components
======================
"""
with gr.Accordion("Générer automatiquement une première version du document", open=False) as gen_acc:
generate_option_btn = gr.Radio(
label="Automatically generate a draft based on your own database",
choices=["Auto generation", "No generation"],
value="No generation",
interactive=True,
visible=False,
)
db_list_comp = gr.CheckboxGroup(
label="Base de connaissance",
info="Ces documents constituent la source de référence. Désélectionner pour qu'ils ne soient "
"pas pris en compte lors de la génération automatique",
visible=True,
interactive=True,
)
db_reset_btn = gr.Button("Effacer la base de connaissance", visible=False) \
.style(full_width=False, size="sm")
with gr.Accordion("Ajouter des documents dans la base de connaissance", open=False):
with gr.Column(visible=True, variant="panel") as add_col:
with gr.Tab("Depuis Wikipedia"):
wiki_fetch_btn = gr.Button("Rechercher les pages Wikipedia", visible=True)
wiki_fetch_btn.style(full_width=False, size="sm")
wiki_list_comp = gr.CheckboxGroup(
label="Sélectionner les pages à ajouter dans la base de connaissance",
visible=False,
interactive=True,
)
wiki_add_to_db_btn = \
gr.Button("Ajouter les documents sélectionnés à la base de connaissance",
visible=False)
wiki_add_to_db_btn.style(full_width=False, size="sm")
with gr.Tab("Depuis le disque local"):
my_files_list_comp = gr.Files(
label="Charger ses documents",
info="Les documents fournissent le contexte utilisé pour la génération de texte",
visible=True,
)
my_files_add_to_db_btn = gr.Button("Add files to sources", visible=False)
my_files_add_to_db_btn.style(full_width=False, size="sm")
add_close_btn = gr.Button("Close", visible=False).style(size='sm', full_width=False)
with gr.Row():
db_add_doc_btn = gr.Button("Ajouter de nouveaux documents", visible=False)\
.style(full_width=False, size="sm")
output_files_comp = gr.Files(file_count="multiple", visible=False)
generate_btn = gr.Button("Générer", interactive=True)
clear_btn = gr.Button('Nettoyer', visible=False)
rerun_btn = gr.Button('Relancer', visible=False)
with gr.Column():
pass
"""
===================================================
state variables
===============
"""
wiki_source_var: [str] = gr.State([]) # list of wikipage titles of interest for the input text tasks
wiki_db_var: [str] = gr.State([]) # list of wiki document titles in the db (as seen from the UI)
my_files_db_var: [str] = gr.State([]) # list of titles of the files uploaded in the db (as seen from the UI)
db_collection_var: str = gr.State("-1") # name of the collection of documents sources in the db
"""
===================================================
Input and styles functions and listeners
========================================
"""
def input_files_upload_fn(input_files_):
controller.copy_docs(input_files_)
update_ = {
newstyles_acc: gr.update(open=False),
style_acc: gr.update(open=False),
run_style_btn: gr.update(visible=True),
}
newstyles_update = newstyles_fn()
update_.update(newstyles_update)
return update_
input_files_comp.upload(input_files_upload_fn,
inputs=[input_files_comp],
outputs=[style_acc, newstyles_acc, run_style_btn] + newstyle_comps
)
def input_file_clear_fn():
controller.clear_docs()
update_ = {
options_btn: gr.update(value=[]),
log_comp: gr.update(value="", visible=False),
output_styles_files_comp: gr.update(value=[], visible=False),
newstyles_acc: gr.update(open=False),
style_acc: gr.update(open=False),
gen_acc: gr.update(open=False),
output_files_comp: gr.update(visible=False),
}
newstyles_update_ = newstyles_reset()
update_.update(newstyles_update_)
return update_
input_files_comp.clear(
input_file_clear_fn,
inputs=[],
outputs=[options_btn, output_styles_files_comp, output_files_comp, log_comp, newstyles_acc,
gen_acc, style_acc] + newstyle_comps
)
def newstyles_fn():
different_styles, template_styles = controller.get_difference_with_template()
update_ = {}
get_label = lambda i: f"document: {different_styles[i]['doc'].name} style: {different_styles[i]['style']}"
newstyles_update_ = {
newstyle_comps[i]: gr.update(visible=i < len(different_styles),
choices=template_styles,
value=None,
label=get_label(i)) if i < len(different_styles) else ''
for i in range(config['max_styles'])
}
update_.update(newstyles_update_)
return update_
def newstyles_reset():
update_ = {
newstyle_comps[i]: gr.update(visible=False,
choices=[],
label='')
for i in range(config['max_styles'])
}
return update_
def templates_fn(templates_):
controller.set_template(templates_)
update_ = newstyles_fn()
return update_
templates_radio.change(templates_fn,
inputs=[templates_radio],
outputs=newstyle_comps)
def newstyle_fns(src_index: int):
def newstyle_fn(newstyle_):
controller.update_style(src_index, newstyle_)
return newstyle_fn
for src_index, newstyle_comp in enumerate(newstyle_comps):
newstyle_comp.input(newstyle_fns(src_index), inputs=[newstyle_comp], outputs=[])
def clear_style_fn(input_files_):
controller.clear_docs()
if input_files_:
controller.copy_docs(input_files_)
controller.set_template()
update_ = {
options_btn: gr.update(value=[]),
log_comp: gr.update(value="", visible=False),
output_styles_files_comp: gr.update(value=[], visible=False),
newstyles_acc: gr.update(open=False),
run_style_btn: gr.update(visible=True),
}
newstyles_update_ = newstyles_fn()
update_.update(newstyles_update_)
return update_
clear_style_btn.click(clear_style_fn,
inputs=[input_files_comp],
outputs=[options_btn, output_styles_files_comp, log_comp, newstyles_acc, run_style_btn]
+ newstyle_comps
)
def run_style_fn():
controller.apply_template(add_front_pages=False)
log = controller.get_log()
output_paths = [nd.path for nd in controller.new_docs]
update_ = {
log_comp: gr.update(value=log, visible=True),
output_styles_files_comp: gr.update(value=output_paths, visible=True),
run_style_btn: gr.update(visible=False),
}
return update_
run_style_btn.click(run_style_fn,
inputs=[],
outputs=[log_comp, output_styles_files_comp, run_style_btn])
"""
=====================================================
Generation functions
====================
"""
def generate_option_fn(db_collection_):
id_ = controller.get_or_create_collection(db_collection_)
update_ = {
db_collection_var: id_
}
return update_
def wiki_fetch1_fn():
"""
fetch the wikifiles interesting for solving the tasks as defined in the input doc
"""
update_ = {
wiki_list_comp: gr.update(visible=True),
}
return update_
def wiki_fetch2_fn():
"""
fetch the wikifiles interesting for solving the tasks as defined in the input doc
"""
wiki_interesting_files = controller.wiki_fetch()
wiki_files = wiki_interesting_files # [w for w in wiki_interesting_files if w not in wiki_db_files_]
update_ = {
wiki_list_comp: gr.update(visible=True, value=wiki_files, choices=wiki_files),
wiki_source_var: wiki_interesting_files,
wiki_add_to_db_btn: gr.update(visible=True),
}
return update_
async def wiki_add_to_db_fn(wiki_list_, wiki_source_, wiki_db_, db_list_, db_collection_):
"""
adds the wikipages to the db source
"""
wiki_to_add = [wiki for wiki in wiki_list_ if wiki not in wiki_db_]
db_list_ += wiki_to_add
wiki_db_ += wiki_to_add
wiki_source_remaining = [wiki for wiki in wiki_source_ if wiki not in wiki_db_]
tasks = [controller.wiki_upload_and_store(wiki, db_collection_) for wiki in wiki_to_add]
await asyncio.gather(*tasks)
db_not_empty = 0 < len(db_list_)
wiki_to_add_not_empty = 0 < len(wiki_source_remaining)
update_ = {
wiki_db_var: wiki_db_,
wiki_list_comp: gr.update(value=wiki_source_remaining, choices=wiki_source_remaining),
wiki_add_to_db_btn: gr.update(visible=wiki_to_add_not_empty),
db_list_comp: gr.update(
visible=True,
value=db_list_,
choices=db_list_,
label="Database content"),
db_reset_btn: gr.update(visible=db_not_empty),
generate_btn: gr.update(visible=True, interactive=db_not_empty),
}
return update_
def generate_fn1():
update_ = {
output_files_comp: gr.update(visible=True)
}
return update_
async def generate_fn2(db_collection_, db_list_):
output_files = controller.generate_doc_from_db(collection_name=db_collection_,
from_files=db_list_)
update_ = {
output_files_comp: gr.update(value=output_files, visible=True),
}
return update_
"""
=====================================================
Generation listeners
====================
"""
wiki_fetch_btn \
.click(wiki_fetch1_fn, inputs=[], outputs=[wiki_list_comp]) \
.then(wiki_fetch2_fn,
inputs=[],
outputs=[wiki_list_comp, wiki_source_var, wiki_add_to_db_btn])
wiki_add_to_db_btn\
.click(generate_option_fn,
inputs=[db_collection_var],
outputs=[db_collection_var])\
.then(wiki_add_to_db_fn,
inputs=[wiki_list_comp, wiki_source_var, wiki_db_var, db_list_comp, db_collection_var],
outputs=[db_list_comp, wiki_list_comp, wiki_db_var,
generate_btn, wiki_add_to_db_btn, db_reset_btn])
generate_btn\
.click(generate_fn1,
inputs=[],
outputs=[output_files_comp])\
.then(generate_fn2,
inputs=[db_collection_var, db_list_comp],
outputs=[output_files_comp])
"""
=====================================================
Clear and rerun functions and listeners
=======================================
"""
def clear_fn():
update_ = {
input_files_comp: gr.update(value=None),
output_files_comp: gr.update(value=None, visible=False),
clear_btn: gr.update(visible=False),
rerun_btn: gr.update(visible=False),
}
return update_
clear_btn.click(clear_fn,
inputs=[],
outputs=[input_files_comp, output_files_comp, clear_btn, rerun_btn])
return formatdoc
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