Update app.py

app.py

@@ -583,136 +583,136 @@ class ReportGenerator:
         """
         pdf.multi_cell(0, 7, recom_text)
 
-    def process_files(html_file, excel_files) -> Tuple[str, str, str]:
-        """Processa arquivos e gera relatório."""
-        try:
-            temp_dir = "temp_files"
-            os.makedirs(temp_dir, exist_ok=True)
-
-            # Limpar diretório temporário
-            for file in os.listdir(temp_dir):
-                os.remove(os.path.join(temp_dir, file))
-
-            # Salvar arquivos
-            html_path = os.path.join(temp_dir, "alunos.htm")
-            with open(html_path, "wb") as f:
-                f.write(html_file)
-
-            # Processar arquivos Excel
-            excel_paths = []
-            for i, excel_file in enumerate(excel_files):
-                excel_path = os.path.join(temp_dir, f"tarefa_{i}.xlsx")
-                with open(excel_path, "wb") as f:
-                    f.write(excel_file)
-                excel_paths.append(excel_path)
-
-            # Processar arquivos
-            processor = DataProcessor()
-            alunos_csv_path = os.path.join(temp_dir, "alunos.csv")
-            processor.normalize_html_to_csv(html_path, alunos_csv_path)
-
-            # Concatenar dados das tarefas
-            tarefas_df = pd.DataFrame()
-            for excel_path in excel_paths:
-                csv_path = excel_path.replace('.xlsx', '.csv')
-                processor.normalize_excel_to_csv(excel_path, csv_path)
-                df = pd.read_csv(csv_path)
-                tarefas_df = pd.concat([tarefas_df, df], ignore_index=True)
-
-            # Análise e geração de relatório
-            alunos_df = pd.read_csv(alunos_csv_path)
-            analyzer = StudentAnalyzer(tarefas_df, alunos_df)
-            results_df = analyzer.prepare_data()
-
-            report_generator = ReportGenerator(results_df)
-            graphs = report_generator.generate_graphs()
+def process_files(html_file, excel_files) -> Tuple[str, str, str]:
+    """Processa arquivos e gera relatório."""
+    try:
+        temp_dir = "temp_files"
+        os.makedirs(temp_dir, exist_ok=True)
+
+        # Limpar diretório temporário
+        for file in os.listdir(temp_dir):
+            os.remove(os.path.join(temp_dir, file))
+
+        # Salvar arquivos
+        html_path = os.path.join(temp_dir, "alunos.htm")
+        with open(html_path, "wb") as f:
+            f.write(html_file)
+
+        # Processar arquivos Excel
+        excel_paths = []
+        for i, excel_file in enumerate(excel_files):
+            excel_path = os.path.join(temp_dir, f"tarefa_{i}.xlsx")
+            with open(excel_path, "wb") as f:
+                f.write(excel_file)
+            excel_paths.append(excel_path)
+
+        # Processar arquivos
+        processor = DataProcessor()
+        alunos_csv_path = os.path.join(temp_dir, "alunos.csv")
+        processor.normalize_html_to_csv(html_path, alunos_csv_path)
+
+        # Concatenar dados das tarefas
+        tarefas_df = pd.DataFrame()
+        for excel_path in excel_paths:
+            csv_path = excel_path.replace('.xlsx', '.csv')
+            processor.normalize_excel_to_csv(excel_path, csv_path)
+            df = pd.read_csv(csv_path)
+            tarefas_df = pd.concat([tarefas_df, df], ignore_index=True)
+
+        # Análise e geração de relatório
+        alunos_df = pd.read_csv(alunos_csv_path)
+        analyzer = StudentAnalyzer(tarefas_df, alunos_df)
+        results_df = analyzer.prepare_data()
+
+        report_generator = ReportGenerator(results_df)
+        graphs = report_generator.generate_graphs()
         
-            # Salvar outputs
-            output_html = os.path.join(temp_dir, "relatorio.html")
-            output_pdf = os.path.join(temp_dir, "relatorio.pdf")
-            results_df.to_html(output_html, index=False)
-            report_generator.generate_pdf(output_pdf, graphs)
-
-            return results_df.to_html(index=False), output_html, output_pdf
-
-        except Exception as e:
-            logging.error(f"Erro no processamento: {str(e)}")
-            raise
-
-    def create_interface():
-        """Cria a interface Gradio."""
-        theme = gr.themes.Default(
-            primary_hue="blue",
-            secondary_hue="gray",
-            font=["Arial", "sans-serif"],
-            font_mono=["Courier New", "monospace"],
-        )
-
-        with gr.Blocks(theme=theme) as interface:
-            gr.Markdown("""
-            # Sistema de Análise de Desempenho Acadêmico
+        # Salvar outputs
+        output_html = os.path.join(temp_dir, "relatorio.html")
+        output_pdf = os.path.join(temp_dir, "relatorio.pdf")
+        results_df.to_html(output_html, index=False)
+        report_generator.generate_pdf(output_pdf, graphs)
+
+        return results_df.to_html(index=False), output_html, output_pdf
+
+    except Exception as e:
+        logging.error(f"Erro no processamento: {str(e)}")
+        raise
+
+def create_interface():
+    """Cria a interface Gradio."""
+    theme = gr.themes.Default(
+        primary_hue="blue",
+        secondary_hue="gray",
+        font=["Arial", "sans-serif"],
+        font_mono=["Courier New", "monospace"],
+    )
+
+    with gr.Blocks(theme=theme) as interface:
+        gr.Markdown("""
+        # Sistema de Análise de Desempenho Acadêmico
         
-            Este sistema analisa o desempenho dos alunos e gera um relatório detalhado com:
-            - Análise estatística completa
-            - Visualizações gráficas
-            - Recomendações personalizadas
-            """)
+        Este sistema analisa o desempenho dos alunos e gera um relatório detalhado com:
+        - Análise estatística completa
+        - Visualizações gráficas
+        - Recomendações personalizadas
+        """)
         
-            with gr.Row():
-                with gr.Column():
-                    gr.Markdown("## Lista de Alunos")
-                    html_file = gr.File(
-                        label="Arquivo HTML com lista de alunos (.htm)",
-                        type="binary",
-                        file_types=[".htm", ".html"]
-                    )
+        with gr.Row():
+            with gr.Column():
+                gr.Markdown("## Lista de Alunos")
+                html_file = gr.File(
+                    label="Arquivo HTML com lista de alunos (.htm)",
+                    type="binary",
+                    file_types=[".htm", ".html"]
+                )
             
-                with gr.Column():
-                    gr.Markdown("## Relatórios de Tarefas")
-                    excel_files = gr.Files(
-                        label="Arquivos Excel com dados das tarefas (.xlsx)",
-                        type="binary",
-                        file_count="multiple",
-                        file_types=[".xlsx"]
-                    )
-
-            with gr.Row():
-                generate_btn = gr.Button(
-                    "Gerar Relatório",
-                    variant="primary",
-                    size="lg"
+            with gr.Column():
+                gr.Markdown("## Relatórios de Tarefas")
+                excel_files = gr.Files(
+                    label="Arquivos Excel com dados das tarefas (.xlsx)",
+                    type="binary",
+                    file_count="multiple",
+                    file_types=[".xlsx"]
                 )
+
+        with gr.Row():
+            generate_btn = gr.Button(
+                "Gerar Relatório",
+                variant="primary",
+                size="lg"
+            )
             
-            with gr.Row():
-                output_html = gr.HTML()
+        with gr.Row():
+            output_html = gr.HTML()
             
-            with gr.Row():
-                with gr.Column():
-                    download_html_btn = gr.File(
-                        label="Download Relatório HTML",
-                        type="filepath",
-                        interactive=False
-                    )
-                with gr.Column():
-                    download_pdf_btn = gr.File(
-                        label="Download Relatório PDF",
-                        type="filepath",
-                        interactive=False
-                    )
-
-            generate_btn.click(
-                fn=process_files,
-                inputs=[html_file, excel_files],
-                outputs=[output_html, download_html_btn, download_pdf_btn]
-            )
+        with gr.Row():
+            with gr.Column():
+                download_html_btn = gr.File(
+                    label="Download Relatório HTML",
+                    type="filepath",
+                    interactive=False
+                )
+            with gr.Column():
+                download_pdf_btn = gr.File(
+                    label="Download Relatório PDF",
+                    type="filepath",
+                    interactive=False
+                )
+
+        generate_btn.click(
+            fn=process_files,
+            inputs=[html_file, excel_files],
+            outputs=[output_html, download_html_btn, download_pdf_btn]
+        )
 
-        return interface
+    return interface
 
-    if __name__ == "__main__":
-        interface = create_interface()
-        interface.launch(
-            share=False,
-            server_name="0.0.0.0",
-            server_port=7860,
-            show_error=True
-        )
+if __name__ == "__main__":
+    interface = create_interface()
+    interface.launch(
+        share=False,
+        server_name="0.0.0.0",
+        server_port=7860,
+        show_error=True
+    )