Create app.py
Browse files- src/app.py +66 -0
src/app.py
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# app.py
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import streamlit as st
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import pandas as pd
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import plotly.express as px
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from data_loader import simulate_transport_data
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# Configuración de la página
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st.set_page_config(page_title="Dashboard Transporte", layout="wide")
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# Título de la aplicación
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st.title("📊 Monitoreo de Flota de Transporte Urbano")
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# Cargar datos simulados
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df = simulate_transport_data()
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# Filtro por autobús
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bus = st.selectbox(
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"Selecciona un autobús",
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options=df['bus_id'].unique()
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)
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filtered_df = df[df['bus_id'] == bus]
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# Sección de KPIs resumen
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st.subheader(f"Resumen - {bus}")
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col1, col2, col3 = st.columns(3)
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with col1:
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st.metric(
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"Puntualidad Prom.",
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f"{filtered_df['punctuality'].mean():.2f} %"
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)
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with col2:
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st.metric(
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"Ocupación Prom.",
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f"{filtered_df['occupancy'].mean():.2f} %"
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)
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with col3:
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st.metric(
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"Consumo Medio",
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f"{filtered_df['fuel_eff'].mean():.2f} L/100km"
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)
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# Gráfico de evolución diaria
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st.subheader("📈 Evolución Diaria")
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fig = px.line(
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filtered_df,
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x="date",
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y=["punctuality", "occupancy", "fuel_eff"],
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labels={"value": "Valor", "variable": "Métrica"},
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title="Indicadores diarios"
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)
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st.plotly_chart(fig, use_container_width=True)
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# Gráfico de kilómetros recorridos
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st.subheader("🚗 Kilometraje Recorrido")
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fig2 = px.bar(
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filtered_df,
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x="date",
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y="km",
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color="km",
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title="KM recorridos por día"
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)
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st.plotly_chart(fig2, use_container_width=True)
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