Create app.py
Browse files
app.py
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| 1 |
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import gradio as gr
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import rdflib
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import json
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# Função para carregar e extrair os nomes do arquivo JSON-LD
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def load_names_from_jsonld(jsonld_file):
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with open(jsonld_file, 'r', encoding='utf-8') as f:
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data = json.load(f)
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names = []
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for item in data['@graph']:
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if 'name' in item:
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names.append(item['name'])
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return names
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# Carregar nomes do arquivo JSON-LD
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names = load_names_from_jsonld('datafile.jsonld')
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def run_query_and_visualize(qtext, turtle_file):
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# Carrega o arquivo Turtle
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g = rdflib.Graph()
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g.parse(turtle_file, format="turtle")
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# Executa a consulta SPARQL
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qres = g.query(qtext)
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# Prepara o gráfico com recursos remotos
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net = Network(notebook=True, height="400px", width="100%", cdn_resources='remote')
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nodes = set()
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# Processa os resultados da consulta
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for row in qres:
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s, p, o = row
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if str(s) not in nodes:
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net.add_node(str(s), label=str(s))
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nodes.add(str(s))
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if str(o) not in nodes:
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net.add_node(str(o), label=str(o))
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nodes.add(str(o))
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net.add_edge(str(s), str(o), title=str(p))
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# Gera o gráfico e o exibe diretamente na célula do notebook
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net.show("graph.html")
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return "graph.html"
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def update_query(selected_location):
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return f"""
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PREFIX schema: <http://schema.org/>
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SELECT * WHERE {{
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?s schema:name "{selected_location}" .
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?s ?p ?o .
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}}
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"""
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with gr.Blocks() as demo:
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gr.Markdown("# Visualização de Query SPARQL")
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with gr.Column():
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selected_location = gr.Dropdown(choices=names, label="Selecione o Local")
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query_input = gr.Textbox(label="Consulta SPARQL", value=update_query(names[0]), lines=10)
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turtle_file_input = gr.File(label="Arquivo Turtle")
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run_button = gr.Button("Executar Consulta")
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graph_output = gr.HTML()
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def on_location_change(loc):
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query_input.value = update_query(loc)
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selected_location.change(fn=on_location_change, inputs=selected_location, outputs=query_input)
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def on_run_button_click(query, turtle_file):
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return run_query_and_visualize(query, turtle_file.name)
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run_button.click(fn=on_run_button_click, inputs=[query_input, turtle_file_input], outputs=graph_output)
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demo.launch()
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