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import dash_mantine_components as dmc
from dash_extensions.enrich import (Dash, DashBlueprint, Input, Output, State,
dcc, exceptions, html)
from topicwizard.widgets import (ConceptClusters, DocumentClusters,
TopicBrowser, TopicHierarchy,
create_widget_container)
from turftopic.data import TopicData
def create_app(blueprint):
app = Dash(
__name__,
blueprint=blueprint,
title="topicwizard",
external_scripts=[
{
"src": "https://cdn.tailwindcss.com",
},
{
"src": "https://kit.fontawesome.com/9640e5cd85.js",
"crossorigin": "anonymous",
},
],
)
return app
keynmf_data = TopicData.from_disk("keynmf_data.joblib")
top2vec_data = TopicData.from_disk("top2vec_data.joblib")
print("Building blueprints.")
keynmf_blueprint = create_widget_container(
[TopicBrowser(), ConceptClusters(), TopicHierarchy()],
keynmf_data,
app_id="keynmf",
)
top2vec_blueprint = create_widget_container(
[TopicBrowser(), DocumentClusters(), TopicHierarchy()],
top2vec_data,
app_id="top2vec",
)
app_blueprint = DashBlueprint()
app_blueprint.layout = html.Div(
dmc.Group(
[
html.Div(
[
dmc.Text(
"KeyNMF",
size="xl",
fw=700,
color="blue.9",
align="center",
className="pt-8",
),
keynmf_blueprint.layout,
],
className="h-full flex-1 items-center",
),
html.Div(
[
dmc.Text(
"Top2Vec",
size="xl",
fw=700,
color="teal.9",
align="center",
className="pt-8",
),
top2vec_blueprint.layout,
],
className="h-full flex-1 items-center",
),
],
grow=True,
className="h-full flex-1",
),
className="""
w-full h-full flex-col flex items-stretch fixed
bg-white
""",
)
app = create_app(app_blueprint)
server = app.server
if __name__ == "__main__":
app.run_server(debug=False, port=7860)
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