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        "# Ejercicio: Implementación del ELT para el Data Warehouse con ClassicModels\n",
        "\n",
        "El esquema es de Classic Models, un minorista de modelos a escala de coches clásicos. La base de datos contiene datos comerciales típicos, como clientes, pedidos, artículos de línea de pedido, productos, etc.\n",
        "\n",
        "Fuente original: www.mysqltutorial.org"
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<!-- customers&#45;&gt;employees -->
<g id="edge1" class="edge"><title>customers&#45;&gt;employees</title>
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<g id="node4" class="node"><title>orders</title>
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<!-- orders&#45;&gt;customers -->
<g id="edge6" class="edge"><title>orders&#45;&gt;customers</title>
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<!-- orderdetails -->
<g id="node5" class="node"><title>orderdetails</title>
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<!-- orderdetails&#45;&gt;orders -->
<g id="edge4" class="edge"><title>orderdetails&#45;&gt;orders</title>
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<!-- products -->
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<!-- orderdetails&#45;&gt;products -->
<g id="edge5" class="edge"><title>orderdetails&#45;&gt;products</title>
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<g id="node8" class="node"><title>productlines</title>
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<!-- products&#45;&gt;productlines -->
<g id="edge8" class="edge"><title>products&#45;&gt;productlines</title>
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    {
      "cell_type": "markdown",
      "metadata": {
        "id": "xjDltiqMJv_d"
      },
      "source": [
        "**Contexto del Ejercicio:**\n",
        "\n",
        "La empresa ClassicModels requiere construir un Data Warehouse para mejorar sus capacidades analíticas y de toma de decisiones. La base de datos transaccional **ClassicModels**, originalmente en MySQL/MariaDB, ha sido transferida al esquema **ods** (Operational Data Store) de una base de datos PostgreSQL llamada **classicmodels_dw**. El objetivo es implementar el proceso **ELT** (Extract, Load, Transform) para transformar y cargar los datos al esquema **data_marts**, donde se aplicará el **modelado dimensional en estrella** siguiendo la **metodología de Kimball**.\n",
        "\n",
        "---\n",
        "\n",
        "**Objetivos Específicos:**\n",
        "\n",
        "1. **Crear las tablas de dimensiones y hechos** en el esquema **data_marts** según el diseño dimensional basado en la metodología de Kimball.\n",
        "\n",
        "2. **Implementar el proceso ELT**, escribiendo scripts SQL que:\n",
        "\n",
        "   - Extraigan los datos del esquema **ods**.\n",
        "   - Transformen los datos según los requerimientos del modelo dimensional.\n",
        "   - Carguen los datos en las tablas correspondientes del esquema **data_marts**.\n",
        "\n",
        "3. **Asegurar la integridad referencial** y la calidad de los datos durante todo el proceso. (Deseable)\n",
        "\n",
        "**Observación:** Hacer la implementación con procedimientos almacenados. Se recomienda usar \"upsert\" para actualizar la tabla de hechos y dimensiones."
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "S9GJW31kBuMm"
      },
      "source": [
        "**Introducción**\n",
        "\n",
        "La base de datos educativa **ClassicModels** simula una empresa que vende autos a escala y otros productos clásicos. Contiene información sobre clientes, empleados, pedidos, productos y oficinas. Utilizando la **metodología de Kimball**, diseñaremos un **Data Warehouse** en PostgreSQL, mapeando los datos de origen desde MySQL/MariaDB. Proporcionaremos el **linaje de datos**, detallando cómo cada campo en las dimensiones y hechos se origina y transforma desde las tablas fuente.\n",
        "\n",
        "---\n",
        "\n",
        "**Metodología de Kimball**\n",
        "\n",
        "La metodología de Kimball se centra en el modelado dimensional, diseñando esquemas en estrella que facilitan el análisis y la toma de decisiones empresariales. Este enfoque implica:\n",
        "\n",
        "- **Identificación de Procesos de Negocio**: Determinar los procesos clave que el Data Warehouse debe soportar.\n",
        "- **Granos**: Definir el nivel de detalle (grano) de los datos almacenados.\n",
        "- **Dimensiones**: Identificar las entidades que describen los hechos.\n",
        "- **Hechos**: Determinar las medidas que se analizarán.\n",
        "\n",
        "---\n",
        "\n",
        "**Diseño del Data Warehouse**\n",
        "\n",
        "Basándonos en los requerimientos del negocio y los datos disponibles, diseñaremos las siguientes tablas:\n",
        "\n",
        "### Dimensiones:\n",
        "\n",
        "1. **dim_producto**\n",
        "2. **dim_cliente**\n",
        "3. **dim_empleado**\n",
        "4. **dim_tiempo**\n",
        "5. **dim_oficina**\n",
        "\n",
        "### Tabla de Hechos:\n",
        "\n",
        "1. **fact_ventas**\n",
        "\n",
        "---\n",
        "\n",
        "**Linaje de Datos: Mapeo de Origen de Datos**\n",
        "\n",
        "A continuación, se presenta el mapeo detallado de cada dimensión y la tabla de hechos, incluyendo las transformaciones aplicadas.\n",
        "\n",
        "---\n",
        "\n",
        "### **Dimensión `dim_producto`**\n",
        "\n",
        "**Descripción**: Información detallada de los productos vendidos.\n",
        "\n",
        "#### **Origen de Datos**:\n",
        "\n",
        "- **`products`**: Información básica de productos.\n",
        "- **`productlines`**: Detalles de las líneas de productos.\n",
        "\n",
        "#### **Mapeo y Transformaciones**:\n",
        "\n",
        "| Campo en `dim_producto`          | Origen                         | Transformación                            |\n",
        "|----------------------------------|--------------------------------|-------------------------------------------|\n",
        "| `producto_key`                   | Generado                       | Secuencia o ID autoincremental            |\n",
        "| `product_code`                   | `products.productCode`         | Ninguna                                   |\n",
        "| `nombre_producto`                | `products.productName`         | Ninguna                                   |\n",
        "| `linea_producto`                 | `productlines.productLine`     | JOIN en `productLine`                     |\n",
        "| `escala`                         | `products.productScale`        | Ninguna                                   |\n",
        "| `proveedor`                      | `products.productVendor`       | Ninguna                                   |\n",
        "| `descripcion`                    | `products.productDescription`  | Ninguna                                   |\n",
        "| `cantidad_en_stock`              | `products.quantityInStock`     | Ninguna                                   |\n",
        "| `precio_compra`                  | `products.buyPrice`            | Ninguna                                   |\n",
        "| `precio_venta`                   | `products.MSRP`                | Ninguna                                   |\n",
        "\n",
        "#### **Relaciones Clave**:\n",
        "\n",
        "- **JOIN con `productlines`**: Para obtener detalles de la línea de producto.\n",
        "\n",
        "---\n",
        "\n",
        "### **Dimensión `dim_cliente`**\n",
        "\n",
        "**Descripción**: Información de los clientes.\n",
        "\n",
        "#### **Origen de Datos**:\n",
        "\n",
        "- **`customers`**: Información de clientes.\n",
        "\n",
        "#### **Mapeo y Transformaciones**:\n",
        "\n",
        "| Campo en `dim_cliente`           | Origen                         | Transformación                            |\n",
        "|----------------------------------|--------------------------------|-------------------------------------------|\n",
        "| `cliente_key`                    | Generado                       | Secuencia o ID autoincremental            |\n",
        "| `customer_number`                | `customers.customerNumber`     | Ninguna                                   |\n",
        "| `nombre_cliente`                 | `customers.customerName`       | Ninguna                                   |\n",
        "| `contacto_nombre`                | `customers.contactFirstName`   | Ninguna                                   |\n",
        "| `contacto_apellido`              | `customers.contactLastName`    | Ninguna                                   |\n",
        "| `telefono`                       | `customers.phone`              | Ninguna                                   |\n",
        "| `direccion_linea1`               | `customers.addressLine1`       | Ninguna                                   |\n",
        "| `direccion_linea2`               | `customers.addressLine2`       | Ninguna                                   |\n",
        "| `ciudad`                         | `customers.city`               | Ninguna                                   |\n",
        "| `estado`                         | `customers.state`              | Ninguna                                   |\n",
        "| `codigo_postal`                  | `customers.postalCode`         | Ninguna                                   |\n",
        "| `pais`                           | `customers.country`            | Ninguna                                   |\n",
        "| `empleado_key`                   | `customers.salesRepEmployeeNumber` | Mapeo a `dim_empleado`                |\n",
        "\n",
        "---\n",
        "\n",
        "### **Dimensión `dim_empleado`**\n",
        "\n",
        "**Descripción**: Información sobre los empleados y representantes de ventas.\n",
        "\n",
        "#### **Origen de Datos**:\n",
        "\n",
        "- **`employees`**: Información de empleados.\n",
        "- **`offices`**: Información de oficinas.\n",
        "\n",
        "#### **Mapeo y Transformaciones**:\n",
        "\n",
        "| Campo en `dim_empleado`          | Origen                         | Transformación                            |\n",
        "|----------------------------------|--------------------------------|-------------------------------------------|\n",
        "| `empleado_key`                   | Generado                       | Secuencia o ID autoincremental            |\n",
        "| `employee_number`                | `employees.employeeNumber`     | Ninguna                                   |\n",
        "| `nombre`                         | `employees.firstName`          | Ninguna                                   |\n",
        "| `apellido`                       | `employees.lastName`           | Ninguna                                   |\n",
        "| `extension`                      | `employees.extension`          | Ninguna                                   |\n",
        "| `email`                          | `employees.email`              | Ninguna                                   |\n",
        "| `oficina_key`                    | `employees.officeCode`         | Mapeo a `dim_oficina`                     |\n",
        "| `puesto`                         | `employees.jobTitle`           | Ninguna                                   |\n",
        "| `jefe_employee_number`           | `employees.reportsTo`          | Mapeo recursivo a `dim_empleado`          |\n",
        "\n",
        "---\n",
        "\n",
        "### **Dimensión `dim_oficina`**\n",
        "\n",
        "**Descripción**: Detalles de las oficinas de la empresa.\n",
        "\n",
        "#### **Origen de Datos**:\n",
        "\n",
        "- **`offices`**: Información de oficinas.\n",
        "\n",
        "#### **Mapeo y Transformaciones**:\n",
        "\n",
        "| Campo en `dim_oficina`           | Origen                         | Transformación                            |\n",
        "|----------------------------------|--------------------------------|-------------------------------------------|\n",
        "| `oficina_key`                    | Generado                       | Secuencia o ID autoincremental            |\n",
        "| `office_code`                    | `offices.officeCode`           | Ninguna                                   |\n",
        "| `ciudad`                         | `offices.city`                 | Ninguna                                   |\n",
        "| `estado`                         | `offices.state`                | Ninguna                                   |\n",
        "| `pais`                           | `offices.country`              | Ninguna                                   |\n",
        "| `codigo_postal`                  | `offices.postalCode`           | Ninguna                                   |\n",
        "| `territorio`                     | `offices.territory`            | Ninguna                                   |\n",
        "| `direccion_linea1`               | `offices.addressLine1`         | Ninguna                                   |\n",
        "| `direccion_linea2`               | `offices.addressLine2`         | Ninguna                                   |\n",
        "\n",
        "---\n",
        "\n",
        "### **Dimensión `dim_tiempo`**\n",
        "\n",
        "**Descripción**: Información temporal para análisis.\n",
        "\n",
        "#### **Origen de Datos**:\n",
        "\n",
        "- **`orders.orderDate`**: Fechas de pedidos.\n",
        "- **`payments.paymentDate`**: Fechas de pagos.\n",
        "\n",
        "#### **Mapeo y Transformaciones**:\n",
        "\n",
        "| Campo en `dim_tiempo`            | Origen                         | Transformación                            |\n",
        "|----------------------------------|--------------------------------|-------------------------------------------|\n",
        "| `tiempo_key`                     | Generado                       | Secuencia o ID autoincremental            |\n",
        "| `fecha`                          | Generado                       | Rango de fechas entre mín. y máx.         |\n",
        "| `dia`                            | `fecha`                        | `EXTRACT(DAY FROM fecha)`                 |\n",
        "| `mes`                            | `fecha`                        | `EXTRACT(MONTH FROM fecha)`               |\n",
        "| `anio`                           | `fecha`                        | `EXTRACT(YEAR FROM fecha)`                |\n",
        "| `trimestre`                      | `fecha`                        | `EXTRACT(QUARTER FROM fecha)`             |\n",
        "| `nombre_dia`                     | `fecha`                        | `TO_CHAR(fecha, 'Day')`                   |\n",
        "| `nombre_mes`                     | `fecha`                        | `TO_CHAR(fecha, 'Month')`                 |\n",
        "| `es_fin_de_semana`               | `fecha`                        | Verificación de día de la semana          |\n",
        "\n",
        "---\n",
        "\n",
        "### **Tabla de Hechos `fact_ventas`**\n",
        "\n",
        "**Descripción**: Registra las ventas realizadas.\n",
        "\n",
        "#### **Origen de Datos**:\n",
        "\n",
        "- **`orders`**: Información de pedidos.\n",
        "- **`orderdetails`**: Detalles de pedidos.\n",
        "- **`payments`**: Información de pagos.\n",
        "\n",
        "#### **Mapeo y Transformaciones**:\n",
        "\n",
        "| Campo en `fact_ventas`           | Origen                         | Transformación                            |\n",
        "|----------------------------------|--------------------------------|-------------------------------------------|\n",
        "| `venta_key`                      | Generado                       | Secuencia o ID autoincremental            |\n",
        "| `order_number`                   | `orders.orderNumber`           | Ninguna                                   |\n",
        "| `producto_key`                   | `orderdetails.productCode`     | Mapeo a `dim_producto`                    |\n",
        "| `cliente_key`                    | `orders.customerNumber`        | Mapeo a `dim_cliente`                     |\n",
        "| `empleado_key`                   | `customers.salesRepEmployeeNumber` | Mapeo a `dim_empleado`               |\n",
        "| `tiempo_key`                     | `orders.orderDate`             | Mapeo a `dim_tiempo`                      |\n",
        "| `cantidad_pedida`                | `orderdetails.quantityOrdered` | Ninguna                                   |\n",
        "| `precio_unidad`                  | `orderdetails.priceEach`       | Ninguna                                   |\n",
        "| `monto_total`                    | Calculado                      | `cantidad_pedida * precio_unidad`         |\n",
        "| `estado_pedido`                  | `orders.status`                | Ninguna                                   |\n",
        "| `fecha_pedido`                   | `orders.orderDate`             | Ninguna                                   |\n",
        "| `fecha_requerida`                | `orders.requiredDate`          | Ninguna                                   |\n",
        "| `fecha_envio`                    | `orders.shippedDate`           | Ninguna                                   |\n",
        "\n",
        "#### **Relaciones Clave**:\n",
        "\n",
        "- **JOIN entre `orders` y `orderdetails`**: Para vincular pedidos y detalles.\n",
        "- **JOIN con `dim_producto`**: A través de `productCode`.\n",
        "- **JOIN con `dim_cliente`**: A través de `customerNumber`.\n",
        "- **JOIN con `dim_empleado`**: A través de `salesRepEmployeeNumber`.\n",
        "- **JOIN con `dim_tiempo`**: Basado en `orderDate`.\n",
        "\n",
        "---\n",
        "\n",
        "**Proceso ETL y Transformaciones**\n",
        "\n",
        "1. **Extracción**:\n",
        "\n",
        "   - Conectar a la base de datos ClassicModels (MySQL/MariaDB).\n",
        "   - Extraer datos de las tablas: `products`, `productlines`, `customers`, `employees`, `offices`, `orders`, `orderdetails`, `payments` , en el esquema ODS de la base de datos DATA_WAREHOUSE\n",
        "\n",
        "2. **Transformación**:\n",
        "\n",
        "   - **Dimensiones**:\n",
        "     - Crear claves sustitutas (`_key`) autoincrementales.\n",
        "     - Realizar joins necesarios para enriquecer las dimensiones.\n",
        "     - Estandarizar formatos de datos (fechas, textos).\n",
        "     - Manejar valores nulos y datos inconsistentes.\n",
        "\n",
        "   - **Hechos**:\n",
        "     - Calcular medidas (e.g., `monto_total`).\n",
        "     - Asegurar integridad referencial con dimensiones.\n",
        "\n",
        "3. **Carga**:\n",
        "\n",
        "   - Conectar a la base de datos DATA_WAREHOUSE, esquema DATA_MARTS (PostgreSQL)\n",
        "   - Crear esquemas y tablas según diseño.\n",
        "   - Insertar datos transformados en las tablas de dimensiones y hechos.\n",
        "   - Establecer índices y claves foráneas para optimizar consultas.\n",
        "\n",
        "---\n",
        "\n",
        "**Ejemplo de Mapeo Detallado para `fact_ventas`**\n",
        "\n",
        "- **`venta_key`**: Generado secuencialmente en PostgreSQL.\n",
        "- **`order_number`**: Tomado directamente de `orders.orderNumber`.\n",
        "- **`producto_key`**: Obtenido al mapear `orderdetails.productCode` a `dim_producto.product_code` y obtener `dim_producto.producto_key`.\n",
        "- **`cliente_key`**: Mapeado desde `orders.customerNumber` a `dim_cliente.customer_number`, obteniendo `dim_cliente.cliente_key`.\n",
        "- **`empleado_key`**: A través de `customers.salesRepEmployeeNumber` mapeado a `dim_empleado.employee_number`, obteniendo `dim_empleado.empleado_key`.\n",
        "- **`tiempo_key`**: Basado en `orders.orderDate`, se busca en `dim_tiempo.fecha` para obtener `dim_tiempo.tiempo_key`.\n",
        "- **`cantidad_pedida`**: Tomado de `orderdetails.quantityOrdered`.\n",
        "- **`precio_unidad`**: Tomado de `orderdetails.priceEach`.\n",
        "- **`monto_total`**: Calculado multiplicando `cantidad_pedida` por `precio_unidad`.\n",
        "- **`estado_pedido`**: Tomado de `orders.status`.\n",
        "- **`fecha_pedido`**: Tomado de `orders.orderDate`.\n",
        "- **`fecha_requerida`**: Tomado de `orders.requiredDate`.\n",
        "- **`fecha_envio`**: Tomado de `orders.shippedDate`.\n",
        "\n",
        "---\n",
        "\n",
        "**Implementación Técnica**\n",
        "\n",
        "- **Herramientas**: Utilizar una herramienta ETL (por ejemplo, DBT, Pentaho Data Integration, Talend) o scripts personalizados en Python con librerías como `pymysql` y `psycopg2` para conectar a ambas bases de datos.\n",
        "- **Conexión a Bases de Datos**:\n",
        "  - **MySQL/MariaDB**: Extraer datos de origen en el esquema ODS de base de datos PostgreSQL.\n",
        "  - **PostgreSQL**: Cargar datos transformados en el Data Warehouse.\n",
        "- **Procesamiento en Bloques**: Para manejar grandes volúmenes de datos, procesar en lotes para optimizar memoria y rendimiento.\n",
        "- **Programación**: Automatizar el proceso ETL para actualizaciones periódicas.\n",
        "\n",
        "---\n",
        "\n",
        "**Ventajas del Enfoque**\n",
        "\n",
        "- **Análisis Multidimensional**: El modelo en estrella facilita consultas complejas y análisis de datos.\n",
        "- **Escalabilidad**: Añadir nuevas dimensiones o hechos es más sencillo.\n",
        "- **Flexibilidad**: Adaptable a cambios en los requerimientos del negocio.\n",
        "- **Trazabilidad**: El linaje de datos permite rastrear el origen y transformación de cada dato.\n",
        "\n",
        "---\n",
        "\n",
        "**Conclusión**\n",
        "\n",
        "Siguiendo la **metodología de Kimball**, hemos diseñado un Data Warehouse en PostgreSQL basado en la base de datos ClassicModels, detallando el linaje de datos desde las tablas de origen en MySQL/MariaDB. Este enfoque garantiza que los datos están estructurados para análisis eficientes y soportan las necesidades de información del negocio.\n",
        "\n",
        "Este Data Warehouse permitirá a la empresa:\n",
        "\n",
        "- Analizar ventas por producto, cliente, empleado y tiempo.\n",
        "- Evaluar el rendimiento de representantes de ventas y oficinas.\n",
        "- Identificar tendencias y patrones en las ventas.\n",
        "- Tomar decisiones informadas basadas en datos confiables.\n",
        "\n",
        "---\n",
        "\n",
        "**Nota**: Este diseño es una propuesta que puede ajustarse según los requerimientos específicos del negocio y las particularidades de los datos reales. Es importante validar y posiblemente enriquecer este diseño con el conocimiento detallado de los procesos empresariales y necesidades de análisis."
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "import subprocess\n",
        "import time\n",
        "import pandas as pd\n",
        "from sqlalchemy import create_engine, inspect, text\n",
        "\n",
        "# Instalar PostgreSQL, MariaDB y las dependencias necesarias\n",
        "subprocess.run([\"apt\", \"update\"])\n",
        "subprocess.run([\"apt\", \"install\", \"-y\", \"postgresql\", \"postgresql-contrib\", \"mariadb-server\", \"wget\", \"python3-pymysql\"])\n",
        "\n",
        "# Ajustar la dirección de enlace de MariaDB\n",
        "with open(\"/etc/mysql/mariadb.conf.d/50-server.cnf\", \"r\") as file:\n",
        "    config = file.read()\n",
        "\n",
        "if \"bind-address\" in config:\n",
        "    config = config.replace(\"bind-address            = 127.0.0.1\", \"bind-address            = 0.0.0.0\")\n",
        "else:\n",
        "    config += \"\\nbind-address            = 0.0.0.0\\n\"\n",
        "\n",
        "with open(\"/etc/mysql/mariadb.conf.d/50-server.cnf\", \"w\") as file:\n",
        "    file.write(config)\n",
        "\n",
        "# Iniciar servicios\n",
        "subprocess.run([\"service\", \"mariadb\", \"start\"])\n",
        "subprocess.run([\"service\", \"postgresql\", \"start\"])\n",
        "\n",
        "print(\"Esperando que MariaDB esté operativo...\")\n",
        "time.sleep(10)  # Espera para asegurar que el servicio esté disponible\n",
        "\n",
        "# Establecer contraseña para root en MariaDB\n",
        "subprocess.run([\"mysql\", \"-e\", \"ALTER USER 'root'@'localhost' IDENTIFIED BY 'password'; FLUSH PRIVILEGES;\"])\n",
        "\n",
        "# Crear la base de datos classicmodels en MariaDB\n",
        "subprocess.run([\"mysql\", \"-u\", \"root\", \"-ppassword\", \"-e\", \"CREATE DATABASE IF NOT EXISTS classicmodels;\"])\n",
        "\n",
        "# Descargar y poblar la base de datos ClassicModels\n",
        "subprocess.run([\"wget\", \"-O\", \"classicmodels.sql\",\n",
        "                \"https://gist.githubusercontent.com/prof3ssorSt3v3/796ebc82fd8eeb0b697effaa1e86c3a6/raw/classicmodels.sql\"])\n",
        "subprocess.run(\"mysql -u root -ppassword classicmodels < classicmodels.sql\", shell=True)\n",
        "\n",
        "# Establecer contraseña para postgres\n",
        "subprocess.run([\"sudo\", \"-u\", \"postgres\", \"psql\", \"-c\", \"ALTER USER postgres WITH PASSWORD 'postgres';\"])\n",
        "\n",
        "# Reiniciar PostgreSQL después de cambiar la contraseña\n",
        "subprocess.run([\"service\", \"postgresql\", \"restart\"])\n",
        "\n",
        "# Crear la base de datos classicmodels_dw en PostgreSQL\n",
        "subprocess.run([\"sudo\", \"-u\", \"postgres\", \"createdb\", \"classicmodels_dw\"])\n",
        "\n",
        "# Parámetros de conexión para MariaDB\n",
        "mariadb_usuario = 'root'\n",
        "mariadb_contraseña = 'password'\n",
        "mariadb_host = '127.0.0.1'\n",
        "mariadb_puerto = 3306\n",
        "mariadb_base_datos = 'classicmodels'\n",
        "\n",
        "# Parámetros de conexión para PostgreSQL\n",
        "postgres_usuario = 'postgres'\n",
        "postgres_contraseña = 'postgres'\n",
        "postgres_host = '127.0.0.1'\n",
        "postgres_puerto = 5432\n",
        "postgres_base_datos = 'classicmodels_dw'\n",
        "\n",
        "# Crear el motor de conexión para MariaDB\n",
        "try:\n",
        "    mariadb_engine = create_engine(\n",
        "        f'mysql+pymysql://{mariadb_usuario}:{mariadb_contraseña}@{mariadb_host}:{mariadb_puerto}/{mariadb_base_datos}'\n",
        "    )\n",
        "    # Probar la conexión\n",
        "    with mariadb_engine.connect() as conn:\n",
        "        print(\"Conexión a MariaDB exitosa.\")\n",
        "except Exception as e:\n",
        "    print(\"Error conectando a MariaDB:\", e)\n",
        "    exit(1)\n",
        "\n",
        "\n",
        "# Crear el motor de conexión para PostgreSQL\n",
        "try:\n",
        "    postgres_engine = create_engine(\n",
        "        f'postgresql+psycopg2://{postgres_usuario}:{postgres_contraseña}@{postgres_host}:{postgres_puerto}/{postgres_base_datos}'\n",
        "    )\n",
        "    # Probar la conexión\n",
        "    with postgres_engine.connect() as conn:\n",
        "        print(\"Conexión a PostgreSQL exitosa.\")\n",
        "except Exception as e:\n",
        "    print(\"Error conectando a PostgreSQL:\", e)\n",
        "    exit(1)\n",
        "\n",
        "\n",
        "# Crear el esquema ODS en PostgreSQL si no existe\n",
        "with postgres_engine.connect() as conn:\n",
        "    conn.execute(text(\"CREATE SCHEMA IF NOT EXISTS ods;\"))\n",
        "    conn.commit()\n",
        "\n",
        "\n",
        "# Migrar tablas de MariaDB a PostgreSQL\n",
        "inspector = inspect(mariadb_engine)\n",
        "tablas = inspector.get_table_names()\n",
        "\n",
        "for nombre_tabla in tablas:\n",
        "    print(f\"Procesando la tabla {nombre_tabla}\")\n",
        "    df = pd.read_sql_table(nombre_tabla, mariadb_engine)\n",
        "    df.to_sql(nombre_tabla, postgres_engine, index=False, if_exists='replace', schema='ods')\n",
        "    print(f\"Tabla {nombre_tabla} copiada exitosamente.\")\n",
        "\n",
        "# Verificar las tablas copiadas\n",
        "print(\"Tablas copiadas en PostgreSQL (esquema ODS):\")\n",
        "with postgres_engine.connect() as conn:\n",
        "    result = conn.execute(text(\"SELECT table_name FROM information_schema.tables WHERE table_schema = 'ods';\"))\n",
        "    for row in result:\n",
        "        print(row[0])\n"
      ],
      "metadata": {
        "id": "sX3svn-WfCC4",
        "outputId": "71208291-ffe0-4c8c-a334-eecaacd78952",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "execution_count": 1,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Esperando que MariaDB esté operativo...\n",
            "Conexión a MariaDB exitosa.\n",
            "Conexión a PostgreSQL exitosa.\n",
            "Procesando la tabla customers\n",
            "Tabla customers copiada exitosamente.\n",
            "Procesando la tabla employees\n",
            "Tabla employees copiada exitosamente.\n",
            "Procesando la tabla offices\n",
            "Tabla offices copiada exitosamente.\n",
            "Procesando la tabla orderdetails\n",
            "Tabla orderdetails copiada exitosamente.\n",
            "Procesando la tabla orders\n",
            "Tabla orders copiada exitosamente.\n",
            "Procesando la tabla payments\n",
            "Tabla payments copiada exitosamente.\n",
            "Procesando la tabla productlines\n",
            "Tabla productlines copiada exitosamente.\n",
            "Procesando la tabla products\n",
            "Tabla products copiada exitosamente.\n",
            "Tablas copiadas en PostgreSQL (esquema ODS):\n",
            "customers\n",
            "employees\n",
            "offices\n",
            "orderdetails\n",
            "orders\n",
            "payments\n",
            "productlines\n",
            "products\n"
          ]
        }
      ]
    }
  ],
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