{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "febd8d5d-ad65-4297-8b0b-627c42b52141",
   "metadata": {},
   "outputs": [],
   "source": [
    "from pandas import DataFrame\n",
    "from data201 import db_connection, df_query"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "8a60d2bf-905c-42b7-a936-bdec31ac0177",
   "metadata": {},
   "outputs": [],
   "source": [
    "conn_warehouse = db_connection(config_file = 'zagi-warehouse.ini')\n",
    "cursor_warehouse = conn_warehouse.cursor()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "1796e232-1a01-4fa2-ae16-56e8a0b64c8c",
   "metadata": {},
   "outputs": [],
   "source": [
    "def make_table(table, sql):\n",
    "    cursor_warehouse.execute(f\"DROP TABLE IF EXISTS {table}\")\n",
    "    cursor_warehouse.execute(sql)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "3b1b3919-d88c-46e8-8424-2ab0eb0c6586",
   "metadata": {},
   "outputs": [],
   "source": [
    "def display_table(table, order_by=''):\n",
    "    sql = f\"SELECT * FROM {table}\"\n",
    "    \n",
    "    if order_by != '':\n",
    "        sql = sql + \" ORDER BY \" + order_by\n",
    "        \n",
    "    return df_query(conn_warehouse, sql) "
   ]
  },
  {
   "attachments": {
    "6684c19a-64d4-4769-b176-66e9d649816e.png": {
     "image/png": 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"
    }
   },
   "cell_type": "markdown",
   "id": "acfb9107-83e3-4759-a37e-5a356824dab2",
   "metadata": {},
   "source": [
    "## Aggregated Sales fact table per Day, Product, Customer, Store (DPCS)\n",
    "![Screenshot 2024-11-23 at 10.54.43 AM.png](attachment:6684c19a-64d4-4769-b176-66e9d649816e.png)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "57a8530c-4054-4266-8793-632580a5f5c1",
   "metadata": {},
   "outputs": [],
   "source": [
    "sql = ( \n",
    "    \"\"\"\n",
    "    CREATE TABLE sales_per_dpcs\n",
    "    (\n",
    "        calendar_key INT,\n",
    "        store_key    INT,\n",
    "        product_key  INT,\n",
    "        customer_key INT,\n",
    "        dollars_sold DOUBLE,\n",
    "        units_sold   INT,\n",
    "        line_count   INT,\n",
    "        PRIMARY KEY(calendar_key, store_key, product_key, customer_key),\n",
    "        FOREIGN KEY (calendar_key) REFERENCES calendar(calendar_key),\n",
    "        FOREIGN KEY (store_key)    REFERENCES store(store_key),\n",
    "        FOREIGN KEY (product_key)  REFERENCES product(product_key),\n",
    "        FOREIGN KEY (customer_key) REFERENCES customer(customer_key)\n",
    "    )\n",
    "    \"\"\"\n",
    ")\n",
    "\n",
    "make_table('sales_per_dpcs', sql)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e87fb65e-55bf-431c-adce-0ec27416ff86",
   "metadata": {},
   "source": [
    "#### Total amount sold in dollars and units \n",
    "- #### on a particular day\n",
    "- #### for a particular product\n",
    "- #### for a particular customer\n",
    "- #### for a particular store."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "db5f75e4-dd2c-4410-8179-2340ebb514ba",
   "metadata": {},
   "outputs": [],
   "source": [
    "sql = ( \n",
    "    \"\"\"\n",
    "    INSERT INTO sales_per_dpcs(calendar_key, store_key, \n",
    "                               product_key, customer_key,\n",
    "                               dollars_sold, units_sold,\n",
    "                               line_count)\n",
    "        SELECT calendar_key, store_key, product_key, customer_key,\n",
    "               SUM(dollars_sold), SUM(units_sold), COUNT(tid)\n",
    "        FROM sales\n",
    "        GROUP BY calendar_key, store_key, product_key, customer_key\n",
    "    \"\"\"\n",
    ")\n",
    "\n",
    "cursor_warehouse.execute(sql)\n",
    "conn_warehouse.commit()\n",
    "\n",
    "display_table('sales_per_dpcs', \n",
    "              'calendar_key, store_key, product_key, customer_key')"
   ]
  },
  {
   "attachments": {
    "f978ceef-f7ea-4cc9-93ef-d96e20b29d89.png": {
     "image/png": 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"
    }
   },
   "cell_type": "markdown",
   "id": "a653431c-810b-4241-bbe9-13133e1eaf6d",
   "metadata": {},
   "source": [
    "## Aggregated Sales fact table per Day, Customer, Store (DCS)\n",
    "![Screenshot 2024-11-23 at 10.55.41 AM.png](attachment:f978ceef-f7ea-4cc9-93ef-d96e20b29d89.png)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f2fec6c1-5d76-437a-bf0d-d562ba109980",
   "metadata": {},
   "outputs": [],
   "source": [
    "sql = ( \n",
    "    \"\"\"\n",
    "    CREATE TABLE sales_per_dcs\n",
    "    (\n",
    "        calendar_key INT,\n",
    "        store_key    INT,\n",
    "        customer_key INT,\n",
    "        dollars_sold DOUBLE,\n",
    "        units_sold   INT,\n",
    "        line_count   INT,\n",
    "        PRIMARY KEY(calendar_key, store_key, customer_key),\n",
    "        FOREIGN KEY (calendar_key) REFERENCES calendar(calendar_key),\n",
    "        FOREIGN KEY (store_key)    REFERENCES store(store_key),\n",
    "        FOREIGN KEY (customer_key) REFERENCES customer(customer_key)\n",
    "    )\n",
    "    \"\"\"\n",
    ")\n",
    "\n",
    "make_table('sales_per_dcs', sql)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7cc09266-ad7d-40a8-92d4-d610a7d8dd7c",
   "metadata": {},
   "source": [
    "#### Total amount sold in dollars and units \n",
    "- ### on a particular day\n",
    "- ### for a particular customer\n",
    "- ### for a particular store\n",
    "#### for all products."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "dd380351-9ddd-4b80-a348-dbc0834c0aa0",
   "metadata": {},
   "outputs": [],
   "source": [
    "sql = ( \n",
    "    \"\"\"\n",
    "    INSERT INTO sales_per_dcs(calendar_key, store_key, customer_key,\n",
    "                              dollars_sold, units_sold, line_count)\n",
    "        SELECT calendar_key, store_key, customer_key,\n",
    "               SUM(dollars_sold), SUM(units_sold), COUNT(tid)\n",
    "        FROM sales\n",
    "        GROUP BY calendar_key, store_key, customer_key\n",
    "    \"\"\"\n",
    ")\n",
    "\n",
    "cursor_warehouse.execute(sql)\n",
    "conn_warehouse.commit()\n",
    "\n",
    "display_table('sales_per_dcs', \n",
    "              'calendar_key, store_key, customer_key')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "2eff238b-88c8-49c2-93a5-fc05a6eb2ca1",
   "metadata": {},
   "outputs": [],
   "source": [
    "cursor_warehouse.close()\n",
    "conn_warehouse.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "07017c00-b52e-4e0b-8357-2ca704f8886a",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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  "kernelspec": {
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   "language": "python",
   "name": "python3"
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  "language_info": {
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    "name": "ipython",
    "version": 3
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   "file_extension": ".py",
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