{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "
Une première opération naturelle est de réunir dans une même table les données de deux (ou plusieurs) autres tables qui ont la même structure (les mêmes descripteurs, c'est à dire les mêmes noms de colonnes).
\n",
"L’opération est facile dans ce cas, il suffit d’utiliser l’opérateur + sur les deux tables.
\n",
"On va créer la table3 à partir des table1 et table2 représentées ci- dessous:
1. Créer les deux fichiers NotesElèves1.csv et NotesElèves2.csv à partir du bloc-notes de Windows ou l'editeur de texte sous Linux.
Enregistrer ces fichiers dans le même dossi que le notebook
2. Importer les données de NotesEleves.csv et NotesEleves2.csv dans les variables Table1 et Table2.
" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import csv\n", "with open(\"NotesElèves1.csv\", \"r\",encoding=\"utf8\") as csvfile:\n", " d = csv.DictReader(csvfile, delimiter=';')\n", " table1 = []\n", " for ligne in d:\n", " table1.append(dict(ligne)) \n", "print(table1)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# reste à le faire aussi pour le fichier NotesElèves2.csv\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "3. Fusionner les deux tables dans un table3 par l'opération d'addition de tableau :
" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "Table3=Table1+Table2\n", "print(Table3)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "4. Exporter les données de Table3 dans un nouveau fichier.csv : NotesElèves3.csv
" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# ecriture de table3 dans un fichier csv\n", "with open(\"NotesElèves3.csv\",\"w\",newline='') as sortie:\n", " descripteurs= [\"Nom\",\"Maths\",\"NSI\",\"Anglais\"]\n", " new=csv.DictWriter(sortie,fieldnames=descripteurs ,delimiter=\";\")\n", " new.writeheader()\n", " new.writerows(table3)\n", " sortie.close()\n", "\n", "# exécuter ce code et aller verifier dans votre dossier de travail la création du fichier NotesElèves3.csv" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Nous pouvons effectuer des opérations du même type avec des tables ayant des attributs différents, mais au moins un attribut commun.
\n", "Par exemple creer une table qui regroupent les colonnes de la table1 et table4 pour les élèves dont le nom est commun aux deux tables :" ] }, { "attachments": { "jointure.JPG": { "image/jpeg": 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} }, "cell_type": "markdown", "metadata": {}, "source": [ "" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "1. Créer le fichier Elèves4.csv
\n", "2. Importer les données de Elèves4.csv dans une variable table4
" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "with open(\"Elèves4.csv\", \"r\",encoding=\"utf8\") as csvfile:\n", " d = csv.DictReader(csvfile, delimiter=';')\n", " table4= []\n", " for ligne in d:\n", " table4.append(dict(ligne))\n", "print(table4)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ " 3. Compléter le code de la fonction fusion(ligne,ligneB) qui va créer un nouveau dictionnaire
représentant la ligne de la table fusionnée recherchée.
4. L’algorithme de jointure des tables que l’on applique est une double boucle imbriquée qui parcourt
les deux tables en testant si le nom est commun aux deux tables.
Complèter son code
Si des élèves ont le même nom, on risque d'avoir des enregistrements faux ou manquants.
\n",
"En effet le test if ligneA[\"Nom\"]==ligneB[\"Nom\"] est alors vrai deux fois.
\n",
"L'attribut commun aux deux tables doit donc permettre à identifier les éléments de manière unique.
\n",
"Une manière de faire est d'associer, au moment du chargement, un entier unique pour chaque entrée de la table.
\n",
"Cet identifiant (nommé Id) est souvent présent dans les tables.