feat (lab): Food Intake SQL Lab

.gitignore

@@ -105,4 +105,10 @@ venv.bak/
 # mypy
 .mypy_cache/
 
+# LibreOffice
+
+.~lock.*#
+
+# Too Big File in Fook Intake
+
 data/food-intake/consumption/Commodity_CSFFM_Intake_0510.csv

sql/food-intake/food-intake-analysis.ipynb

@@ -0,0 +1,305 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# U.S. EPA Food Commodity Intake Database (FCID)\n",
+    "## [https://fcid.foodrisk.org/](https://fcid.foodrisk.org/)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Ativando uma conexão de banco de dados em memória usando o SGBD H2:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "%defaultDatasource jdbc:h2:mem:db"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Importando Tabelas do FCID"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "DROP TABLE IF EXISTS Crop_Group;\n",
+    "DROP TABLE IF EXISTS FCID_Description;\n",
+    "DROP TABLE IF EXISTS Recipes;\n",
+    "DROP TABLE IF EXISTS Intake;\n",
+    "\n",
+    "CREATE TABLE Crop_Group (\n",
+    "  CGN VARCHAR(2),\n",
+    "  CGL VARCHAR(6),\n",
+    "  Crop_Group_Description VARCHAR(80),\n",
+    "  PRIMARY KEY (CGL)\n",
+    ") AS SELECT\n",
+    "  CGN, CGL, Crop_Group_Description\n",
+    "FROM CSVREAD('../../data/food-intake/basics/FCID_Cropgroup_Description.csv');\n",
+    "\n",
+    "CREATE TABLE FCID_Description (\n",
+    "  CGN VARCHAR(2),\n",
+    "  CG_Subgroup VARCHAR(6),\n",
+    "  FCID_Code VARCHAR(10),\n",
+    "  FCID_Desc VARCHAR(55),\n",
+    "  PRIMARY KEY (FCID_Code),\n",
+    ") AS SELECT\n",
+    "  cgn, CG_Subgroup, FCID_Code, FCID_Desc\n",
+    "FROM CSVREAD('../../data/food-intake/basics/FCID_Code_Description.csv');\n",
+    "\n",
+    "CREATE TABLE Recipes (\n",
+    "  Food_Code VARCHAR(8),\n",
+    "  Mod_Code VARCHAR(8),\n",
+    "  Ingredient_Num TINYINT,\n",
+    "  FCID_Code VARCHAR(10),\n",
+    "  Cooked_Status TINYINT,\n",
+    "  Food_Form TINYINT,\n",
+    "  Cooking_Method TINYINT,\n",
+    "  Commodity_Weight DECIMAL(5, 2),\n",
+    "  CSFII_9498_IND TINYINT,\n",
+    "  WWEIA_9904_IND TINYINT,\n",
+    "  WWEIA_0510_IND TINYINT,\n",
+    "  PRIMARY KEY(Food_Code, Mod_Code, Ingredient_Num),\n",
+    "  FOREIGN KEY(FCID_Code)\n",
+    "    REFERENCES FCID_Description(FCID_Code)\n",
+    "      ON DELETE NO ACTION\n",
+    "      ON UPDATE NO ACTION\n",
+    ") AS SELECT\n",
+    "  Food_Code, Mod_Code, Ingredient_Num, FCID_Code, Cooked_Status, Food_Form, Cooking_Method,\n",
+    "  Commodity_Weight, CSFII_9498_IND, WWEIA_9904_IND, WWEIA_0510_IND\n",
+    "FROM CSVREAD('../../data/food-intake/recipes/Recipes_WWEIA_FCID_0510.csv');\n",
+    "\n",
+    "CREATE TABLE Intake (\n",
+    "  SeqN INTEGER NOT NULL,\n",
+    "  DayCode TINYINT NOT NULL,\n",
+    "  DraBF TINYINT,\n",
+    "  FCID_Code VARCHAR(10),\n",
+    "  Cooked_Status TINYINT,\n",
+    "  Food_Form TINYINT,\n",
+    "  Cooking_Method TINYINT,\n",
+    "  Intake DECIMAL(13,7),\n",
+    "  Intake_BW DECIMAL(13,10),\n",
+    "  PRIMARY KEY(SeqN, DayCode, FCID_Code, Cooked_Status, Food_Form, Cooking_Method),\n",
+    "  FOREIGN KEY(FCID_Code)\n",
+    "    REFERENCES FCID_Description(FCID_Code)\n",
+    "      ON DELETE NO ACTION\n",
+    "      ON UPDATE NO ACTION\n",
+    ") AS SELECT\n",
+    "  SEQN, DAYCODE, DRABF, FCID_Code, Cooked_Status, Food_Form, Cooking_Method, Intake,Intake_BW\n",
+    "FROM CSVREAD('../../data/food-intake/consumption/Commodity_CSFFM_Intake_0510-cropped.csv');"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Visualizando as Tabelas"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "e867c52b-05a3-42f5-8825-ff3097d0323c",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "method": "display_data"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "SELECT * FROM FCID_Description LIMIT 10;"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "6ddc57ab-310d-4fbd-8804-9bb985c7a82f",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "method": "display_data"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "SELECT * FROM Recipes LIMIT 10;"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "1e832fb3-c1d5-44f2-bfed-8d1d3d1a3a1e",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "method": "display_data"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "SELECT * FROM Intake LIMIT 10;"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## 1)  Apresentando uma Receita\n",
+    "\n",
+    "* Liste os ingredientes da receita de código `27111300` - Mexican style beef stew, no potatoes, tomato-based sauce (mixture).\n",
+    "* Não devem aparecer as modificações da receita.\n",
+    "* Mostre apenas o código da receita, o código de cada ingrediente, sua ordem e a participação no peso."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "f874a738-b2e3-4b4e-8811-61289b1682df",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "method": "display_data"
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## 2) Receita com Nomes de Ingredientes\n",
+    "* Aprimore a solução (1) para apresentar o nome dos ingredientes junto com seus códigos."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## 3) Grupos Alimentares da Receita\n",
+    "* A partir da receita escolhida em (1), apresente os grupos alimentares dos ingredientes contidos na receita.\n",
+    "* Cada grupo alimentar só deve aparecer uma vez no resultado.\n",
+    "* Para se obter o nome do grupo alimentar na tabela `Crop_Group` (não o subgrupo) devem ser considerados os registros em que a coluna `CGN` é igual à `CGL`."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## 4) Participação nas Receitas\n",
+    "* Liste o nome de cada um dos produtos alimentares seguido do número de receitas em que ele participa.\n",
+    "* A lista deve ser apresentada em ordem decrescente de número de participação em receitas."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## 5) Consumo Médio de Grupos de Alimentos\n",
+    "* Para cada Grupo de Alimentos (cada CGN diferente na tabela Crop_Group), apresente sua descrição e o consumo médio deste grupo de alimentos.\n",
+    "* O consumo é definido pelo campo `Intake` da tabela `Intake`."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "SQL",
+   "language": "SQL",
+   "name": "sql"
+  },
+  "language_info": {
+   "codemirror_mode": "sql",
+   "file_extension": ".sql",
+   "mimetype": "",
+   "name": "SQL",
+   "nbconverter_exporter": "",
+   "version": ""
+  },
+  "toc": {
+   "base_numbering": 1,
+   "nav_menu": {},
+   "number_sections": false,
+   "sideBar": false,
+   "skip_h1_title": false,
+   "title_cell": "Table of Contents",
+   "title_sidebar": "Contents",
+   "toc_cell": false,
+   "toc_position": {},
+   "toc_section_display": false,
+   "toc_window_display": false
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}