Le langage SQL

Introduction :
SQL : Structured Query Language : Langage d'interrogation structuré  C'est à la fois :
_ un langage d'interrogation de la base (ordre SELECT)
_ un langage de manipulation des données (LMD; ordres UPDATE, IN-SERT, DELETE)
_ un langage de définition des données (LDD ; ordres CREATE, ALTER, DROP),
_ un langage de contrôle de l'accès aux données (LCD ; ordres GRANT, REVOKE).

SQL est un langage de manipulation de bases de données mis au point dans les années 70 par IBM Il est devenu le langage standard des systèmes de gestion de bases de données (SGBD) relationnelles (SGBDR). Il permet :
ü  La maintenance des tables : création, suppression, modification de la structure des tables.
ü  Les manipulations des BD : Sélection, modification, suppression d'enregistrements.
ü  La gestion des droits d'accès aux tables : Contrôle des données : droits d'accès, validation des modifications.
Le langage SQL est utilisé par les principaux SGBDR : DB2, Oracle,Informix, Ingres, RDB,... Chacun de ces SGBDR a cependant sa propre variante du langage

  1. La maintenance des bases de données

  • La commande CREATE TABLE permet de créer une table dans la base de données courante.
Sa syntaxe est la suivante :
CREATE TABLE table (champ type CONSTRAINT champ propriétés, ...);
Exemple : Créer la nouvelle table "table_test" contenant deux champs : un champ avec un entier qui doit toujours être saisi et un champ contenant une chaîne de 5 caractères :
CREATE TABLE table_test (champ1 integer CONSTRAINT champ1 NOT NULL, champ2 char (5));
  • La commande ALTER TABLE
La commande ALTER TABLE permet de modifier la structure d'une table, sa syntaxe est la suivante :
 ALTER TABLE table Action (spécifications du champ);
ALTER TABLE permet trois actions, ces actions sont :
·        ADD Ajoute un champ a une table
·        DROP Supprime un champ d'une table
·        MODIFY Modifie les caractéristiques d'un champ
Après l'action, on indique, entre parenthèses, les spécifications du champ de la même façon que pour la commande CREATE TABLE. On ne peut faire qu'une action à la fois (ajout, suppression ou modification dans la même commande).
Exemple : Ajout d'un champ Date : ALTER TABLE table_test ADD champ3 Date;
                 Suppression du champ2 : ALTER TABLE table_test DROP champ2;
  • La commande CREATE INDEX
La commande CREATE INDEX permet de créer un index sur une table, sa syntaxe est :
CREATE UNIQUE INDEX nom_index ON table (liste de champs);
Nom_index est le nom de l'index, table est le nom de la table.
RQ : un index peut être composé d'un ou de plusieurs champs, la liste de ces champs est indiquée entre parenthèses après le nom de la table.
Enfin, la clause UNIQUE indique à SQL si l'index créé va être unique ou s'il peut contenir plusieurs fois la même valeur dans la table, s'il peut contenir plusieurs fois la même valeur, il ne faudra pas ajouter la clause UNIQUE.
Exemple : création d'un index sur le champ1
CREATE UNIQUE INDEX index1 ON table_test (champ1)

  1. Les manipulations des bases de données
Une fois les tables créées, on peut commencer à y insérer des données, les mettre à jour, les supprimer ou y faire des requêtes. Toutes ces opérations sont des opérations de manipulation des BD Pour effectuer ces manipulations, SQL dispose de 5 instructions : INSERT, UPDATE, DELETE, SELECT, CREATE VIEW (non utilisé dans Access)

a.      La commande INSERT
La commande INSERT est utilisée pour ajouter des enregistrements ou des parties d'enregistrements dans des tables. Elle est utilisée généralement sous deux formes :
1ère forme
INSERT INTO table (champ1,champ2,...) VALUES ('valeur1','valeur2',...);
Cette forme est utilisée lorsqu'on veut insérer un seul enregistrement ou une partie d'un seul enregistrement. On créera un nouvel enregistrement dont le contenu du champ1 sera valeur1, le contenu du champ2 sera valeur2, etc...
2ème forme
INSERT INTO table (champ1,champ2,...) (requête);
Dans cette seconde forme, le résultat de la requête va être inséré dans les champs indiqués de la table.
Cette méthode est utilisée lorsque plusieurs enregistrements sont ajoutés simultanément.
Dans les deux cas, les valeurs insérées doivent correspondre au type de données du champ dans lequel l'insertion va être faite, on ne peut pas, par exemple demander l'insertion d'une chaîne de caractères dans un champ de type numérique ou monétaire. Les chaînes de caractères doivent être placées entre apostrophes (‘), les champs numériques ou vides (NULL) ne doivent pas être placés entre apostrophes.
  • Insérer tout ou une partie d'un enregistrement
           Si des valeurs doivent être insérées dans tous les champs de l'enregistrement de la table, la liste des noms des champs n'a pas besoin d'être explicitement indiquée dans la commande. Les valeurs des champs à insérer doivent cependant apparaître dans le même ordre que les noms des champs lors de la création de la table, sans oublier un seul champ.
Faites attention en utilisant cette syntaxe, si la structure de la table change plus tard, la commande qui était bonne risque de ne plus fonctionner correctement. Il vaut mieux toujours indiquer explicitement le nom des champs sur lesquels on veut agir.
La syntaxe est alors :
INSERT INTO table VALUES ('valeur1','valeur2','valeur3',...);
Par exemple, dans notre table Client, si nous voulons insérer un nouveau client, nous allons entrer :
INSERT INTO Clients VALUES (100,'Mr','Dupond','Jean','rue de la paix',’75000’,
La commande ci-dessus va insérer un enregistrement dans la table 'clients' avec les informations suivantes : Le client 100, dont le titre est 'M.', dont le nom est 'Dupond', dont le prénom est 'Jean', l’adresse est 'Rue de la paix', le code postal est 75000 et la ville est 'Paris'.
Notez que le numéro de client, qui est un champ de type 'NuméroAuto' a été indiqué explicitement. Lors d'une création d'un enregistrement avec une commande SQL, le numéro automatique n'est pas toujours  généré automatiquement, vérifiez les possibilités offertes par votre SGBD.
Notez aussi l'utilisation de NULL : Si on insère moins de valeurs de champ qu'il y a de champs dans la table, soit on écrit explicitement le nom des champs à insérer, soit on insère la valeur NULL dans le champ où il n'y a rien à mettre, à condition que la propriété du champ "NULL interdit" soit à NON, sinon, il y aura une erreur lors de la création de l'enregistrement.
La syntaxe est : INSERT INTO table (champ1, champ3) VALUES ('valeur1','valeur 3');
Ou INSERT INTO table VALUES ('valeur1', NULL,'valeur3');
Dans notre exemple, le champ 'Observations' à sa propriété "NULL interdit" à NON, on n'est donc pas obligé de saisir des observations, ce qui est le cas ici, on entre donc NULL, ce qui signifie à Access que le champ est vide.

  • Insérer plusieurs enregistrements ou plusieurs parties d'enregistrements
           On peut insérer simultanément plusieurs enregistrements ou parties d'enregistrements dans une table.
Dans ce cas, les données insérées vont être récupérées dans une ou plusieurs autres tables.
Par exemple, si nous voulons placer dans une table nommée "Clients_stq" les clients habitant Saint-Quentin, nous allons procéder ainsi :
1) Créer une table "Clients_stq" nous  supposons que cette table comporte 3 champs: le nom, le prénom et l'adresse.
2) Taper la commande :INSERT INTO Clients_stq(nom,prénom,adresse) (SELECT nom,prénom,adresse
FROM Clients WHERE ville='Saint-Quentin')
La partie entre ( ) est une requête SQL, nous verrons cela en détail plus bas, elle va sélectionner les champs nom, prénom et adresse de la table Client pour les enregistrements dont la ville est "Saint-Quentin".
Le résultat de cette requête va être inséré dans la table Clients_stq.
La commande INSERT INTO avec requête ne déplace pas les enregistrements de la table "Clients" vers la table "Clients_stq", elle se contente de faire une copie. Pour effacer les enregistrements de la table Clients, nous utiliserons la commande DELETE.
b.      La commande UPDATE
           La commande UPDATE est utilisée pour changer des valeurs dans des champs d'une table.
Sa syntaxe est :
UPDATE table SET champ1 = nouvelle_valeur1, champ2 = nouvelle_valeur2, champ3 = nouvelle_valeur3
WHERE condition;
La clause SET indique quels champs de la table vont être mis à jour et avec quelles valeurs ils vont l'être. Les champs non spécifiés après la clause SET ne seront pas modifiés.
Par exemple, si nous voulons, dans la table produit, modifier le prix d'un produit dont le nom est "prod1", nous taperons : UPDATE produits SET prix_unitaire = 1000 WHERE libelle = 'prod1';

           La commande UPDATE affecte tous les enregistrements qui répondent à la condition donnée dans la clause WHERE. Si la clause WHERE est absente, tous les enregistrements de la table seront affectés.
Par exemple, si nous tapons : UPDATE produits SET prix_unitaire = 1000;
Le prix unitaire de TOUS les produits de la table produit va être modifié.
Tout comme la commande INSERT, la commande UPDATE peut contenir une requête. Dans ce cas la syntaxe est la suivante : UPDATE table SET champ1 = nouvelle_valeur1, champ2 = nouvelle_valeur2, champ3 = nouvelle_valeur3 WHERE condition = (requête);
La requête est une requête faite avec la commande SELECT.

c.      La commande DELETE
           Pour supprimer des enregistrements d'une table, utilisez la commande DELETE. La syntaxe est la suivante :
DELETE FROM table WHERE condition;
On ne peut pas supprimer seulement le contenu de quelques champs des enregistrements. La commande DELETE supprime des enregistrements entiers, c'est pour cela qu'il n'est pas nécessaire d'indiquer ici  des noms de champs. La condition spécifiée après WHERE va déterminer quels sont les enregistrements à supprimer.
Par exemple, pour supprimer tous les clients dont la ville est Saint-Quentin :
   DELETE FROM Clients WHERE ville='Saint-Quentin';
Pour supprimer tous les enregistrements d'une table, n'indiquez pas de clause WHERE :
DELETE FROM table;
Cette variante de la commande DELETE ne supprime pas la table, elle supprime seulement les enregistrements contenus dans cette table et laisse une table vide.
On peut aussi, comme précédemment utiliser une requête qui servira à déterminer la condition de la suppression. La syntaxe est la suivante : DELETE FROM table WHERE condition = (requête);

d.      La commande SELECT
          

Cette commande va servir à faire des requêtes pour récupérer des données dans les tables. Elle peut être associée à une des commandes de manipulation de tables vues avant pour spécifier une condition.
Sa syntaxe est : SELECT champ1, champ2, champ3, ... FROM table;
Les champs sont retournés dans l'ordre spécifié après la clause SELECT, et non pas dans l'ordre qu'ils ont été créés dans la table.
Par exemple : Pour sélectionner les champs "prénom" et "nom" de tous les enregistrements de la table Clients :
SELECT prénom, nom FROM clients   Va renvoyer les prénom et nom de tous les clients de la table Clients.
Si on veut récupérer tous les champs des enregistrements sélectionnés, la syntaxe est la suivante :
SELECT * FROM table;
Les clauses SELECT et FROM doivent obligatoirement apparaître au début de chaque requête, on peut, ensuite, indiquer des critères de sélection avec la clause WHERE :
SELECT * FROM table WHERE condition;
Par exemple, pour sélectionner tous les Clients de la table "Clients" dont le code postal est 75000 :
SELECT * FROM Clients WHERE code postal = 75000;

v Les opérateurs de condition
On peut utiliser les opérateurs suivants dans les conditions : i
= Egal ; <> Différent (parfois noté aussi !=) ; < Inférieur ; > Supérieur ; <= Inférieur ou égal ; >= Supérieur ou égal
Pour sélectionner tous les articles dont le prix est supérieur à 100 F :
SELECT * FROM Clients WHERE prix_unitaire > 100;
v Les Opérateurs logiques
Il est possible de combiner plusieurs conditions avec des opérateurs logiques :
L'opérateur AND réunit deux ou plusieurs conditions et sélectionne un enregistrement seulement si cet enregistrement satisfait TOUTES les conditions listées. (C'est-à-dire que toutes les conditions séparées par AND sont vraies). Par exemple, pour sélectionner tous les clients nommés 'Dupond' qui habitent  Saint-Quentin :
SELECT * FROM Clients WHERE nom = 'Dupond' AND ville = 'Saint-Quentin';
L'opérateur OR réunit deux conditions mais sélectionne un enregistrement si une des conditions listées est satisfaite. Par exemple, pour sélectionner tous les clients nommés 'Dupond' ou 'Durant' :
SELECT * FROM Clients WHERE nom = 'Dupond' OR nom = 'Durant';
AND et OR peuvent être combinés :
SELECT * FROM Clients WHERE nom = 'Dupond' AND (ville = 'Saint-Quentin' OR ville = 'Paris');
Nous sélectionnons ici les clients nommés "Dupond" qui habitent soit à Saint-Quentin, soit à Paris.
Pourquoi avons-nous placé des parenthèses ? Pour résumer, on peut dire que l'opérateur AND a une plus grande priorité que l'opérateur OR. Ce qui signifie que SQL va d'abord sélectionner les conditions séparées par des AND, puis celles séparées par des OR, si on avait omis les parenthèses ici, SQL aurait cherché les clients nommés "Dupond" vivant à Saint-Quentin ou les clients habitant à Paris, ce qui n'est pas le but recherché. Pour généraliser, mettez toujours des parenthèses pour bien séparer vos conditions.
v Clauses IN et BETWEEN et NOT IN
Pour sélectionner des enregistrements dont la valeur d'un champ peut être comprise dans une liste ou entre deux valeurs, on utilise les clauses IN et BETWEEN.
Par exemple : Pour sélectionner les clients vivant à Saint-Quentin ou Paris :
SELECT * FROM Clients WHERE ville IN ('Saint-Quentin', 'Paris');
Ou pour sélectionner les produits dont le prix est compris entre 100 et 1000 F :
SELECT * FROM Produits WHERE prix_unitaire BETWEEN 100 AND 1000;
De la même façon, NOT IN sélectionne les enregistrements exclus de la liste spécifiée après IN.
Notez que NOT a une priorité plus grande que AND :
NOT Condition1 AND Condition2 sélectionnera les enregistrements ne satisfaisant pas la condition1 et satisfaisant la condition2, alors que NOT (Condition1 AND Condition2) sélectionnera les enregistrements ne satisfaisant pas les deux conditions 1 et 2. Une fois de plus, n'hésitez pas à mettre des parenthèses !
v La clause LIKE
           La clause LIKE permet de faire des recherches approximatives sur le contenu d'un champ. Par exemple, pour sélectionner les clients dont le nom commence par la lettre D :
SELECT * FROM Clients WHERE nom LIKE 'S*';
Le symbole * remplace un ensemble de caractères, pour représenter tous les noms commençant par S, on utilisera 'S*', tous ceux se terminant par S, on utilisera '*S', et tous ceux comportant la lettre S : '*S*'. Le symbole ? ne remplace qu'un seul caractère. Attention : certaines versions utilisent notamment le caractère % à la place de *.
v Les jointures
           La jointure va nous permettre de sélectionner des informations dans plusieurs tables grâce aux relations existant entre ces tables. Il va néanmoins falloir indiquer comment se fait la relation entre ces tables.
Par exemple : récupérer le nom et le prénom du client ayant passé la commande n°1 :
             SELECT nom, prénom FROM Clients, Commande
           WHERE Commande.num_client = Client.num_client AND num_commande = 1;
La clause WHERE indique que le numéro de commande doit être égal à 1 et que la jointure va se faire sur le numéro de client : une fois que SQL va trouver la commande n° 1 dans la table commande, il va prendre le numéro de client contenu dans l'enregistrement et avec ce numéro, aller chercher dans la table Clients le nom et le prénom correspondants à ce numéro.
Notez que lorsqu'on utilise plusieurs tables, il faut faire attention que deux tables n'aient pas de champs ayant le même nom, si c'est le cas, et pour les différencier, on utilise, comme dans l'exemple, la notation: table.nom_du_champ. Si on est sur que le nom ne se retrouvera pas dans plusieurs tables, on peut l'utiliser sans le préfixer avec le nom de la table.
v Supprimer les doubles avec DISTINCT
Supposons qu’on veut la liste des clients ayant acheté quelque chose. On veut que chaque client ayant acheté quelque chose ne soit affiché qu'une seule fois – on ne veut pas savoir ce qu'a acheté chaque client – on veut juste connaître les clients qui ont acheté quelque chose. Pour cela, on va dire à SQL de supprimer les doubles du résultat de la sélection pour n'afficher les clients qu'une seule fois. Pour cela, on utilise la clause DISTINCT.
On va faire une jointure entre les tables Clients et Commande, et ajouter la clause DISTINCT sur le champ ou la répétition peut se produire :
SELECT Client.num_client,nom, prénom FROM Clients, Commande
WHERE Commande.num_client = Client.num_client;
Si on exécute cette requête directement, SQL va  renvoyer une liste des numéros, prénom et nom correspondants aux noms et prénoms des clients ayant passé chaque commande, il est clair qu'un client ayant passé plusieurs commandes va se retrouver plusieurs fois dans cette liste.
SELECT DISTINCT Clients.num_client, nom, prénom  FROM Clients, Commande WHERE Commande.num_client = Client.num_client AND num_commande = 1;
En indiquant la clause DISTINCT avant le champ num_client, on indique à SQL qu'on ne veut pas voir apparaître plusieurs fois un client ayant ce numéro dans la sélection renvoyée.
On peut même rendre le résultat de la sélection plus agréable à la lecture en utilisant la clause ORDERBY :
SELECT nom, prénom FROM Clients, Commande
WHERE Commande.num_client = Client.num_client AND num_commande = 1 ORDER BY nom,prénom;  
v Les fonctions d'ensemble
           SQL a cinq fonctions importantes : SUM, AVG, MAX, MIN et COUNT. On les appelle fonctions d'ensemble parce qu'elles résument le résultat d'une requête plutôt que de renvoyer une liste d'enregistrements.
SUM () Donne le total d'un champ numerique de tous les enregistrements satisfaisant la condition de la requête.
AVG () donne la moyenne d'un champ de tous les enregistrements satisfaisant la condition de la requête
MAX (),MIN ()  COUNT (*)
Exemples :   SELECT MIN(prix_unitaire),MAX(prix_unitaire),AVG(prix_unitaire)
SELECT COUNT (*) FROM Produits WHERE libelle LIKE 'P*';
Va retourner le nombre de produits dont le libellé commence par la lettre 'P'.









v La clause GROUP BY
Une des utilisations les plus courantes de la clause GROUP BY est son association avec une fonction d'ensemble (le plus souvent COUNT, pour compter le nombre d'enregistrements dans chaque groupe).
Par exemple, si on veut la liste des vendeurs, avec pour chaque vendeur le nombre de ventes qu'il a fait :
SELECT num_vendeur,COUNT (*) FROM Commandes GROUP BY num_vendeur;
  On peut ajouter une condition à la requête, par exemple, la liste des vendeurs avec leur nombre de vente pour le mois de janvier.
SELECT num_vendeur,COUNT (*) FROM Commandes GROUP BY num_vendeur HAVING mois(date)=1;
v Les sous-requêtes
Vente


Acheteurs
Num_acheteur


Num_acheteur
Num_produit                             


Nom
Prix 


Prénom
On peut imbriquer autant de requêtes que l'on veut. La condition après la clause WHERE peut porter sur le résultat d'une autre requête (ou sous-requête). Supposons les tables suivantes :

 

                                    

Cette table contient, pour chaque acheteur, le produit qu'il a acheté et le prix d'achat.Nous voulons la liste des acheteurs ayant acheté des articles chers. Nous considérerons qu'un article cher est un article dont le prix est supérieur à la moyenne du prix des produits achetés + 100 francs.
SELECT Num_acheteur FROM Vente WHERE prix > ( SELECT AVG (prix) + 100 FROM Vente);
Vous pouvez constater que condition de la requête est basée sur le résultat d'une autre requête. Dans cet exemple, à chaque fois qu'un acheteur aura acheté un article cher, son numéro apparaîtra, pour éviter cela, on utilise la clause DISTINCT num_acheteur pour éliminer les doubles.
Autre exemple avec ces deux tables : nous savons qu'il y a une erreur sur l'orthographe du nom de l'acheteur du produit n° 1, il devrait s'appeler 'Dupont' :
UPDATE Acheteurs SET nom = 'Dupont' WHERE num_acheteur = (SELECT num_acheteur FROM Ventes
WHERE num_article = 1);
N'oubliez pas cette règle à propos des sous-requêtes : Lorsque vous faites une sous-requête dans la clause WHERE, la clause SELECT de cette sous-requête doit avoir un nombre et des types de champs correspondants à ceux se trouvant après la clause WHERE de la requête principale. Autrement dit, si vous avez "WHERE champ = (SELECT ..);", le résultat du SELECT doit être un seul champ puisqu'il n'y a qu'un seul champ après le WHERE, et leur type doit correspondre (les deux doivent être numériques ou être des chaînes de caractères, etc.), sinon, la requête ne renverra rien ou sortira avec une erreur selon les systèmes.
v Les UNIONs
Lorsqu'on veut que les résultats de plusieurs requêtes soient combinés entre eux, on utilise la clause UNION. UNION va fusionner les résultats des requêtes. Par exemple, supposons que nous ayons une table pour les clients habitant Saint-Quentin (cette table s'appellera clients_stq) et une table pour les clients habitant Paris (clients_Paris). Pour obtenir les numéros des clients des deux tables, on tapera :
SELECT num_client FROM clients_stq UNION SELECT num_client FROM clients_paris;
Notez que SQL requiert que le type des champs sélectionnés dans les clauses SELECT corresponde, colonne par colonne (le premier champ du premier SELECT doit avoir le même type que le premier champ du deuxième SELECT, etc...). Notez aussi que SQL supprime automatiquement les doubles lorsque UNION est utilisé, là où il aurait fallu utiliser la clause DISTINCT pour une requête simple.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         

Le langage SQL

Introduction : SQL : Structured Query Language : Langage d'interrogation structuré   C'est à la fois : _ un langage d'int...