[GO] Résolution des problèmes N + 1 avec les chargeurs de données
thème
Problème N + 1 lors de l'utilisation de "Dataloaders" de gqlgen qui est une bibliothèque GraphQL faite par Golang. (Si vous google, un article apparaîtra).
Lecteur supposé
- Je peux écrire sur Golang dans une certaine mesure. ――Ce n'est pas "GraphQL est quoi?"
- J'ai fait la configuration initiale avec le [démarrage] de gqlgen (https://gqlgen.com/getting-started/).
Index des articles associés
--11e "Réponse au problème N + 1 à l'aide de chargeurs de données"
- Le 10e "Traitement des erreurs GraphQL (gqlgen)" ――Le 9e "Cas d'autorisation de certification dans GraphQL (personnalisation Auth0 RBAC)"
- Le 8ème exemple d'implémentation de téléchargement de fichier vidéo combiné GraphQL / Nuxt.js (TypeScript / Vuetify / Apollo) / Golang (gqlgen) / Google Cloud Storage » ―― Le 7ème "Implémentation de pagination par style Relay dans GraphQL (Partie 2: Front end)" --Le 6ème "Implémentation de pagination par style Relay dans GraphQL (Partie 1: Backend)"
- Le 5ème "Démarrer le serveur GraphQL avec une connexion DB (par Golang) sur la machine locale" --Le quatrième "Schéma GraphQL d'abord pour Front End avec graphql-codegen" --Troisième "Créer un serveur GraphQL avec go + gqlgen (connexion DB utilisant GORM)"
- Le deuxième "Prise en charge de TypeScript NuxtJS (avec Apollo)" --Partie 1 "Créer un service GraphQL avec une combinaison de" nuxtjs / apollo "sur le front-end et" go + gqlgen "sur le back-end"
Environnement de développement
OS - Linux(Ubuntu)
$ cat /etc/os-release
NAME="Ubuntu"
VERSION="18.04.5 LTS (Bionic Beaver)"
#Backend
#Langue --Golang
$ go version
go version go1.15.2 linux/amd64
gqlgen
v0.13.0
IDE - Goland
GoLand 2020.2.3
Build #GO-202.7319.61, built on September 16, 2020
Toutes les sources cette fois
Avant l'introduction des chargeurs de données
https://github.com/sky0621/study-gqlgen/tree/v0.4/dataloaders
Après l'installation de Dataloaders
https://github.com/sky0621/study-gqlgen/tree/v0.5/dataloaders
Entraine toi
Avant l'introduction des chargeurs de données
Schéma GraphQL
Par exemple, si vous disposez du schéma GraphQL suivant
schema.graphqls
type User {
id: ID!
name: String!
todos: [Todo]
}
type Todo {
id: ID!
task: String!
user: User!
}
type Query {
users: [User!]!
todos: [Todo!]!
}
Un résolveur dédié doit être préparé pour «utilisateur» de type «Todo» et «todos» de type «Utilisateur».
(Parce que la logique peut être détournée lors de la préparation d'une requête pour en obtenir un ou todo ou user qui correspond à la condition à l'avenir.)
modèle
user.go
type User struct {
ID int64 `json:"id"`
Name string `json:"name"`
}
todo.go
type Todo struct {
ID int64 `json:"id"`
Task string `json:"task"`
UserID int64 `json:"user_id" db:"user_id"`
}
Base de données
Un utilisateur a deux tâches chacun
Table utilisateur
table todo
Ligne d'écoulement principale
Pour le moment, générez un gestionnaire de base de données et démarrez le serveur GraphQL. Utilisez SQLite pour DB.
main.go(L'instruction d'importation est omise)
func main() {
http.Handle("/", playground.Handler("GraphQL playground", "/query"))
http.Handle("/query", handler.NewDefaultServer(
generated.NewExecutableSchema(
generated.Config{
Resolvers: &graph.Resolver{
DB: sqlx.MustOpen("sqlite3", "./data.db"),
},
},
),
))
log.Fatal(http.ListenAndServe(":8080", nil))
}
Résolveur
go:schema.resolvers.go
package graph
import (
"context"
"errors"
"fmt"
"log"
"github.com/sky0621/study-gqlgen/dataloaders/graph/generated"
"github.com/sky0621/study-gqlgen/dataloaders/graph/model"
)
// users: [User!]!Correspond à
func (r *queryResolver) Users(ctx context.Context) ([]*model.User, error) {
~ ~ Explication plus tard ~ ~
}
// todos: [Todo!]!Correspond à
func (r *queryResolver) Todos(ctx context.Context) ([]*model.Todo, error) {
~ ~ Explication plus tard ~ ~
}
//type User todos: [Todo]Pour acquisition
func (r *userResolver) Todos(ctx context.Context, obj *model.User) ([]*model.Todo, error) {
~ ~ Explication plus tard ~ ~
}
//type utilisateur Todo: User!Pour acquisition
func (r *todoResolver) User(ctx context.Context, obj *model.Todo) (*model.User, error) {
~ ~ Explication plus tard ~ ~
}
// Query returns generated.QueryResolver implementation.
func (r *Resolver) Query() generated.QueryResolver { return &queryResolver{r} }
// User returns generated.UserResolver implementation.
func (r *Resolver) User() generated.UserResolver { return &userResolver{r} }
// Todo returns generated.TodoResolver implementation.
func (r *Resolver) Todo() generated.TodoResolver { return &todoResolver{r} }
type queryResolver struct{ *Resolver }
type userResolver struct{ *Resolver }
type todoResolver struct{ *Resolver }
users: [User!]! Obtenez simplement tous les utilisateurs.
func (r *queryResolver) Users(ctx context.Context) ([]*model.User, error) {
var users []*model.User
sql := "SELECT * FROM user"
log.Print(sql)
if err := r.DB.SelectContext(ctx, &users, sql); err != nil {
log.Print(err)
return nil, err
}
return users, nil
}
todos: [Todo!]! Obtenez simplement toutes les tâches.
func (r *queryResolver) Todos(ctx context.Context) ([]*model.Todo, error) {
var todos []*model.Todo
sql := "SELECT * FROM todo"
log.Print(sql)
if err := r.DB.SelectContext(ctx, &todos, sql); err != nil {
log.Print(err)
return nil, err
}
return todos, nil
}
type User todos: [Todo]
1 Requête qui est en outre exécutée lorsque les informations de l'utilisateur sont acquises. Comme il est en plus exécuté pour chaque utilisateur, c'est-à-dire lorsque les informations de 5 utilisateurs sont acquises, le SQL est émis +5 fois.
func (r *userResolver) Todos(ctx context.Context, obj *model.User) ([]*model.Todo, error) {
if obj == nil {
return []*model.Todo{}, nil
}
var todos []*model.Todo
sql := fmt.Sprintf("SELECT * FROM todo WHERE user_id = %d", obj.ID)
log.Print(sql)
if err := r.DB.SelectContext(ctx, &todos, sql); err != nil {
log.Print(err)
return nil, err
}
return todos, nil
}
tapez Todo user: User!
Une requête qui est en outre exécutée lorsque les informations 1ToDo sont acquises. Puisqu'il est en outre exécuté pour chaque 1ToDo, c'est-à-dire lorsque les informations 4ToDo sont acquises, SQL est émis +4 fois.
func (r *todoResolver) User(ctx context.Context, obj *model.Todo) (*model.User, error) {
if obj == nil {
return nil, nil
}
var users []*model.User
sql := fmt.Sprintf("SELECT * FROM user WHERE id = %d", obj.UserID)
log.Print(sql)
if err := r.DB.SelectContext(ctx, &users, sql); err != nil {
log.Print(err)
return nil, err
}
if len(users) != 1 {
log.Print("users length is not 1")
return nil, errors.New("err")
}
return users[0], nil
}
Contrôle de fonctionnement
Afficher les résultats et le nombre d'émissions de requêtes pour chaque requête users et modèle d'exécution de requête todos dans GraphQL
1) utilisateurs (pas de demande de todos)
Requêtes et résultats (notation de terrain de jeu)
Journal d'émission SQL
2020/10/22 00:07:01 SELECT * FROM user
2) utilisateurs (avec la demande todos)
Requêtes et résultats
query users {
users {
id
name
todos {
id
task
}
}
}
<détails> {
"data": {
"users": [
{
"id": 1,
"name": "Sato",
"todos": [
{
"id": 1,
"tâche": "Que faire 1"
},
{
"id": 2,
"tâche": "A faire 2"
},
{
"id": 3,
"tâche": "A faire 3"
},
{
"id": 4,
"tâche": "Que faire 4"
}
]
},
{
"id": 2,
"name": "Suzuki",
"todos": [
{
"id": 5,
"tâche": "Que faire 5"
},
{
"id": 6,
"tâche": "Que faire 6"
},
{
"id": 7,
"task": "Que faire 7"
},
{
"id": 8,
"tâche": "A faire 8"
}
]
},
{
"id": 3,
"name": "Takahashi",
"todos": [
{
"id": 9,
"tâche": "Que faire 9"
},
{
"id": 10,
"tâche": "A faire 10"
},
{
"id": 11,
"task": "Que faire 11"
},
{
"id": 12,
"tâche": "A faire 12"
}
]
},
{
"id": 4,
"name": "Tanaka",
"todos": [
{
"id": 13,
"tâche": "Que faire 13"
},
{
"id": 14,
"tâche": "A faire 14"
},
{
"id": 15,
"tâche": "A faire 15"
},
{
"id": 16,
"tâche": "A faire 16"
}
]
},
{
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
]
}
}
Journal d'émission SQL
2020/10/22 00:08:33 SELECT * FROM user
2020/10/22 00:08:33 SELECT * FROM todo WHERE user_id = 5
2020/10/22 00:08:33 SELECT * FROM todo WHERE user_id = 1
2020/10/22 00:08:33 SELECT * FROM todo WHERE user_id = 2
2020/10/22 00:08:33 SELECT * FROM todo WHERE user_id = 3
2020/10/22 00:08:33 SELECT * FROM todo WHERE user_id = 4
Après avoir acquis tous les utilisateurs, SQL pour acquérir ToDo est émis pour chaque utilisateur. En conséquence, SQL est émis 6 fois au total.
3) todos (aucune demande d'utilisateurs)
Requêtes et résultats
query todos {
todos {
id
task
}
}
<détails> {
"data": {
"todos": [
{
"id": 1,
"tâche": "Que faire 1"
},
{
"id": 2,
"tâche": "A faire 2"
},
{
"id": 3,
"tâche": "A faire 3"
},
{
"id": 4,
"tâche": "Que faire 4"
},
{
"id": 5,
"tâche": "Que faire 5"
},
{
"id": 6,
"tâche": "Que faire 6"
},
{
"id": 7,
"task": "Que faire 7"
},
{
"id": 8,
"tâche": "A faire 8"
},
{
"id": 9,
"tâche": "Que faire 9"
},
{
"id": 10,
"tâche": "A faire 10"
},
{
"id": 11,
"task": "Que faire 11"
},
{
"id": 12,
"tâche": "A faire 12"
},
{
"id": 13,
"tâche": "Que faire 13"
},
{
"id": 14,
"tâche": "A faire 14"
},
{
"id": 15,
"tâche": "A faire 15"
},
{
"id": 16,
"tâche": "A faire 16"
},
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
}
Journal d'émission SQL
2020/10/22 00:21:25 SELECT * FROM todo
4) todos (avec la demande des utilisateurs)
Requêtes et résultats
query todos {
todos {
id
task
user {
id
name
}
}
}
<détails> {
"data": {
"todos": [
{
"id": 1,
"tâche": "Que faire 1",
"user": {
"id": 1,
"name": "Sato"
}
},
{
"id": 2,
"tâche": "Que faire 2",
"user": {
"id": 1,
"name": "Sato"
}
},
{
"id": 3,
"tâche": "Que faire 3",
"user": {
"id": 1,
"name": "Sato"
}
},
{
"id": 4,
"tâche": "Que faire 4",
"user": {
"id": 1,
"name": "Sato"
}
},
{
"id": 5,
"task": "Que faire 5",
"user": {
"id": 2,
"name": "Suzuki"
}
},
{
"id": 6,
"tâche": "Que faire 6",
"user": {
"id": 2,
"name": "Suzuki"
}
},
{
"id": 7,
"task": "Que faire 7",
"user": {
"id": 2,
"name": "Suzuki"
}
},
{
"id": 8,
"task": "Que faire 8",
"user": {
"id": 2,
"name": "Suzuki"
}
},
{
"id": 9,
"tâche": "Que faire 9",
"user": {
"id": 3,
"name": "Takahashi"
}
},
{
"id": 10,
"tâche": "A faire 10",
"user": {
"id": 3,
"name": "Takahashi"
}
},
{
"id": 11,
"task": "Que faire 11",
"user": {
"id": 3,
"name": "Takahashi"
}
},
{
"id": 12,
"task": "Que faire 12",
"user": {
"id": 3,
"name": "Takahashi"
}
},
{
"id": 13,
"task": "Que faire 13",
"user": {
"id": 4,
"name": "Tanaka"
}
},
{
"id": 14,
"tâche": "A faire 14",
"user": {
"id": 4,
"name": "Tanaka"
}
},
{
"id": 15,
"tâche": "A faire 15",
"user": {
"id": 4,
"name": "Tanaka"
}
},
{
"id": 16,
"tâche": "A faire 16",
"user": {
"id": 4,
"name": "Tanaka"
}
},
{
"id": 17,
"task": "Que faire 17",
"user": {
"id": 5,
"name": "Ito"
}
},
{
"id": 18,
"tâche": "Que faire 18",
"user": {
"id": 5,
"name": "Ito"
}
},
{
"id": 19,
"task": "Que faire 19",
"user": {
"id": 5,
"name": "Ito"
}
},
{
"id": 20,
"tâche": "A faire 20",
"user": {
"id": 5,
"name": "Ito"
}
}
]
}
}
Journal d'émission SQL
2020/10/22 00:24:44 SELECT * FROM todo
2020/10/22 00:24:44 SELECT * FROM user WHERE id = 5
2020/10/22 00:24:44 SELECT * FROM user WHERE id = 3
2020/10/22 00:24:44 SELECT * FROM user WHERE id = 1
2020/10/22 00:24:44 SELECT * FROM user WHERE id = 1
2020/10/22 00:24:44 SELECT * FROM user WHERE id = 1
2020/10/22 00:24:44 SELECT * FROM user WHERE id = 1
2020/10/22 00:24:44 SELECT * FROM user WHERE id = 2
2020/10/22 00:24:44 SELECT * FROM user WHERE id = 2
2020/10/22 00:24:44 SELECT * FROM user WHERE id = 2
2020/10/22 00:24:44 SELECT * FROM user WHERE id = 2
2020/10/22 00:24:44 SELECT * FROM user WHERE id = 4
2020/10/22 00:24:44 SELECT * FROM user WHERE id = 3
2020/10/22 00:24:44 SELECT * FROM user WHERE id = 3
2020/10/22 00:24:44 SELECT * FROM user WHERE id = 3
2020/10/22 00:24:44 SELECT * FROM user WHERE id = 4
2020/10/22 00:24:44 SELECT * FROM user WHERE id = 5
2020/10/22 00:24:44 SELECT * FROM user WHERE id = 4
2020/10/22 00:24:44 SELECT * FROM user WHERE id = 5
2020/10/22 00:24:44 SELECT * FROM user WHERE id = 4
2020/10/22 00:24:44 SELECT * FROM user WHERE id = 5
Après avoir acquis tous les ToDos, SQL pour acquérir des utilisateurs est émis pour chaque ToDo. En conséquence, SQL est émis 21 fois au total.
5) Exemple plus complexe
Dans ce schéma GraphQL, "ToDo" et "User" ont une structure de référence circulaire qui se réfère l'un à l'autre. Par conséquent, si vous souhaitez le faire, vous pouvez également envoyer la requête suivante.
Requêtes et résultats
query todos {
todos {
id
task
user {
id
name
todos {
id
task
user {
id
name
todos {
id
task
user {
id
name
todos {
id
task
}
}
}
}
}
}
}
}
<détails> {
"data": {
"todos": [
{
"id": 1,
"tâche": "Que faire 1",
"user": {
"id": 1,
"name": "Sato",
"todos": [
{
"id": 1,
"tâche": "Que faire 1",
"user": {
"id": 1,
"name": "Sato",
"todos": [
{
"id": 1,
"tâche": "Que faire 1",
"user": {
"id": 1,
"name": "Sato",
"todos": [
{
"id": 1,
"tâche": "Que faire 1"
},
{
"id": 2,
"tâche": "Que faire 2"
},
{
"id": 3,
"tâche": "A faire 3"
},
{
"id": 4,
"tâche": "Que faire 4"
}
]
}
},
{
"id": 2,
"tâche": "Que faire 2",
"user": {
"id": 1,
"name": "Sato",
"todos": [
{
"id": 1,
"tâche": "Que faire 1"
},
{
"id": 2,
"tâche": "Que faire 2"
},
{
"id": 3,
"tâche": "A faire 3"
},
{
"id": 4,
"tâche": "Que faire 4"
}
]
}
},
{
"id": 3,
"tâche": "Que faire 3",
"user": {
"id": 1,
"name": "Sato",
"todos": [
{
"id": 1,
"tâche": "Que faire 1"
},
{
"id": 2,
"tâche": "A faire 2"
},
{
"id": 3,
"tâche": "A faire 3"
},
{
"id": 4,
"tâche": "Que faire 4"
}
]
}
},
{
"id": 4,
"tâche": "Que faire 4",
"user": {
"id": 1,
"name": "Sato",
"todos": [
{
"id": 1,
"tâche": "Que faire 1"
},
{
"id": 2,
"tâche": "Que faire 2"
},
{
"id": 3,
"tâche": "A faire 3"
},
{
"id": 4,
"tâche": "Que faire 4"
}
]
}
}
]
}
},
{
"id": 2,
"tâche": "Que faire 2",
"user": {
"id": 1,
"name": "Sato",
"todos": [
{
"id": 1,
"tâche": "Que faire 1",
"user": {
"id": 1,
"name": "Sato",
"todos": [
{
"id": 1,
"tâche": "Que faire 1"
},
{
"id": 2,
"tâche": "A faire 2"
},
{
"id": 3,
"tâche": "A faire 3"
},
{
"id": 4,
"tâche": "Que faire 4"
}
]
}
},
{
"id": 2,
"tâche": "Que faire 2",
"user": {
"id": 1,
"name": "Sato",
"todos": [
{
"id": 1,
"tâche": "Que faire 1"
},
{
"id": 2,
"tâche": "Que faire 2"
},
{
"id": 3,
"tâche": "A faire 3"
},
{
"id": 4,
"tâche": "Que faire 4"
}
]
}
},
{
"id": 3,
"tâche": "Que faire 3",
"user": {
"id": 1,
"name": "Sato",
"todos": [
{
"id": 1,
"tâche": "Que faire 1"
},
{
"id": 2,
"tâche": "A faire 2"
},
{
"id": 3,
"tâche": "A faire 3"
},
{
"id": 4,
"tâche": "Que faire 4"
}
]
}
},
{
"id": 4,
"tâche": "Que faire 4",
"user": {
"id": 1,
"name": "Sato",
"todos": [
{
"id": 1,
"tâche": "Que faire 1"
},
{
"id": 2,
"tâche": "Que faire 2"
},
{
"id": 3,
"tâche": "A faire 3"
},
{
"id": 4,
"tâche": "Que faire 4"
}
]
}
}
]
}
},
{
"id": 3,
"tâche": "Que faire 3",
"user": {
"id": 1,
"name": "Sato",
"todos": [
{
"id": 1,
"tâche": "Que faire 1",
"user": {
"id": 1,
"name": "Sato",
"todos": [
{
"id": 1,
"tâche": "Que faire 1"
},
{
"id": 2,
"tâche": "Que faire 2"
},
{
"id": 3,
"tâche": "A faire 3"
},
{
"id": 4,
"tâche": "Que faire 4"
}
]
}
},
{
"id": 2,
"tâche": "Que faire 2",
"user": {
"id": 1,
"name": "Sato",
"todos": [
{
"id": 1,
"tâche": "Que faire 1"
},
{
"id": 2,
"tâche": "Que faire 2"
},
{
"id": 3,
"tâche": "A faire 3"
},
{
"id": 4,
"tâche": "Que faire 4"
}
]
}
},
{
"id": 3,
"tâche": "Que faire 3",
"user": {
"id": 1,
"name": "Sato",
"todos": [
{
"id": 1,
"tâche": "Que faire 1"
},
{
"id": 2,
"tâche": "Que faire 2"
},
{
"id": 3,
"tâche": "A faire 3"
},
{
"id": 4,
"tâche": "Que faire 4"
}
]
}
},
{
"id": 4,
"tâche": "Que faire 4",
"user": {
"id": 1,
"name": "Sato",
"todos": [
{
"id": 1,
"tâche": "Que faire 1"
},
{
"id": 2,
"tâche": "Que faire 2"
},
{
"id": 3,
"tâche": "A faire 3"
},
{
"id": 4,
"tâche": "Que faire 4"
}
]
}
}
]
}
},
{
"id": 4,
"tâche": "Que faire 4",
"user": {
"id": 1,
"name": "Sato",
"todos": [
{
"id": 1,
"tâche": "Que faire 1",
"user": {
"id": 1,
"name": "Sato",
"todos": [
{
"id": 1,
"tâche": "Que faire 1"
},
{
"id": 2,
"tâche": "A faire 2"
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
"id": 2,
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{
"id": 3,
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{
"id": 4,
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}
]
}
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{
"id": 4,
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{
"id": 1,
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{
"id": 2,
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{
"id": 3,
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{
"id": 4,
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}
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}
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},
{
"id": 4,
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"id": 1,
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{
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{
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{
"id": 3,
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{
"id": 4,
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{
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{
"id": 1,
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{
"id": 2,
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{
"id": 3,
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{
"id": 4,
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}
]
}
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{
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{
"id": 1,
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{
"id": 2,
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{
"id": 3,
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{
"id": 4,
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}
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{
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{
"id": 1,
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{
"id": 2,
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{
"id": 3,
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{
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}
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]
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}
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}
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{
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{
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{
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{
"id": 5,
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{
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{
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{
"id": 8,
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{
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"id": 5,
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{
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{
"id": 7,
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{
"id": 8,
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}
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{
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"id": 2,
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{
"id": 5,
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{
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{
"id": 7,
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{
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}
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{
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"id": 2,
"name": "Suzuki",
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{
"id": 5,
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{
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{
"id": 7,
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},
{
"id": 8,
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}
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}
}
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{
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"id": 2,
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{
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"user": {
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{
"id": 5,
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{
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{
"id": 7,
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{
"id": 8,
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}
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{
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{
"id": 5,
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{
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},
{
"id": 7,
"task": "Que faire 7"
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{
"id": 8,
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}
]
}
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{
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"task": "Que faire 7",
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"id": 2,
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{
"id": 5,
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},
{
"id": 6,
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{
"id": 7,
"task": "Que faire 7"
},
{
"id": 8,
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}
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}
},
{
"id": 8,
"task": "Que faire 8",
"user": {
"id": 2,
"name": "Suzuki",
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{
"id": 5,
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},
{
"id": 6,
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},
{
"id": 7,
"task": "Que faire 7"
},
{
"id": 8,
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}
]
}
}
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{
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"id": 2,
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{
"id": 5,
"task": "Que faire 5",
"user": {
"id": 2,
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{
"id": 5,
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{
"id": 6,
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{
"id": 7,
"task": "Que faire 7"
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{
"id": 8,
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}
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{
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"id": 2,
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{
"id": 5,
"tâche": "Que faire 5"
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{
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{
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{
"id": 8,
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}
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}
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{
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{
"id": 5,
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{
"id": 6,
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},
{
"id": 7,
"task": "Que faire 7"
},
{
"id": 8,
"tâche": "A faire 8"
}
]
}
},
{
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"task": "Que faire 8",
"user": {
"id": 2,
"name": "Suzuki",
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{
"id": 5,
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},
{
"id": 6,
"tâche": "Que faire 6"
},
{
"id": 7,
"task": "Que faire 7"
},
{
"id": 8,
"tâche": "A faire 8"
}
]
}
}
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}
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{
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"user": {
"id": 2,
"name": "Suzuki",
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{
"id": 5,
"task": "Que faire 5",
"user": {
"id": 2,
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{
"id": 5,
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},
{
"id": 6,
"tâche": "Que faire 6"
},
{
"id": 7,
"task": "Que faire 7"
},
{
"id": 8,
"tâche": "A faire 8"
}
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}
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{
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{
"id": 5,
"tâche": "Que faire 5"
},
{
"id": 6,
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},
{
"id": 7,
"task": "Que faire 7"
},
{
"id": 8,
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}
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{
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"id": 2,
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{
"id": 5,
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},
{
"id": 6,
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},
{
"id": 7,
"task": "Que faire 7"
},
{
"id": 8,
"tâche": "A faire 8"
}
]
}
},
{
"id": 8,
"task": "Que faire 8",
"user": {
"id": 2,
"name": "Suzuki",
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{
"id": 5,
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},
{
"id": 6,
"tâche": "Que faire 6"
},
{
"id": 7,
"task": "Que faire 7"
},
{
"id": 8,
"tâche": "A faire 8"
}
]
}
}
]
}
}
]
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},
{
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{
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"user": {
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{
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"user": {
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{
"id": 5,
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{
"id": 6,
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{
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{
"id": 8,
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}
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{
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"tâche": "Que faire 6",
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"id": 2,
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{
"id": 5,
"tâche": "Que faire 5"
},
{
"id": 6,
"tâche": "Que faire 6"
},
{
"id": 7,
"task": "Que faire 7"
},
{
"id": 8,
"tâche": "A faire 8"
}
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}
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{
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"task": "Que faire 7",
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"id": 2,
"name": "Suzuki",
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{
"id": 5,
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},
{
"id": 6,
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},
{
"id": 7,
"task": "Que faire 7"
},
{
"id": 8,
"tâche": "A faire 8"
}
]
}
},
{
"id": 8,
"task": "Que faire 8",
"user": {
"id": 2,
"name": "Suzuki",
"todos": [
{
"id": 5,
"tâche": "Que faire 5"
},
{
"id": 6,
"tâche": "Que faire 6"
},
{
"id": 7,
"task": "Que faire 7"
},
{
"id": 8,
"tâche": "A faire 8"
}
]
}
}
]
}
},
{
"id": 6,
"tâche": "Que faire 6",
"user": {
"id": 2,
"name": "Suzuki",
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{
"id": 5,
"task": "Que faire 5",
"user": {
"id": 2,
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{
"id": 5,
"tâche": "Que faire 5"
},
{
"id": 6,
"tâche": "Que faire 6"
},
{
"id": 7,
"task": "Que faire 7"
},
{
"id": 8,
"tâche": "A faire 8"
}
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},
{
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"tâche": "Que faire 6",
"user": {
"id": 2,
"name": "Suzuki",
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{
"id": 5,
"tâche": "Que faire 5"
},
{
"id": 6,
"tâche": "Que faire 6"
},
{
"id": 7,
"task": "Que faire 7"
},
{
"id": 8,
"tâche": "A faire 8"
}
]
}
},
{
"id": 7,
"task": "Que faire 7",
"user": {
"id": 2,
"name": "Suzuki",
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{
"id": 5,
"tâche": "Que faire 5"
},
{
"id": 6,
"tâche": "Que faire 6"
},
{
"id": 7,
"task": "Que faire 7"
},
{
"id": 8,
"tâche": "A faire 8"
}
]
}
},
{
"id": 8,
"task": "Que faire 8",
"user": {
"id": 2,
"name": "Suzuki",
"todos": [
{
"id": 5,
"tâche": "Que faire 5"
},
{
"id": 6,
"tâche": "Que faire 6"
},
{
"id": 7,
"task": "Que faire 7"
},
{
"id": 8,
"tâche": "A faire 8"
}
]
}
}
]
}
},
{
"id": 7,
"task": "Que faire 7",
"user": {
"id": 2,
"name": "Suzuki",
"todos": [
{
"id": 5,
"task": "Que faire 5",
"user": {
"id": 2,
"name": "Suzuki",
"todos": [
{
"id": 5,
"tâche": "Que faire 5"
},
{
"id": 6,
"tâche": "Que faire 6"
},
{
"id": 7,
"task": "Que faire 7"
},
{
"id": 8,
"tâche": "A faire 8"
}
]
}
},
{
"id": 6,
"tâche": "Que faire 6",
"user": {
"id": 2,
"name": "Suzuki",
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{
"id": 5,
"tâche": "Que faire 5"
},
{
"id": 6,
"tâche": "Que faire 6"
},
{
"id": 7,
"task": "Que faire 7"
},
{
"id": 8,
"tâche": "A faire 8"
}
]
}
},
{
"id": 7,
"task": "Que faire 7",
"user": {
"id": 2,
"name": "Suzuki",
"todos": [
{
"id": 5,
"tâche": "Que faire 5"
},
{
"id": 6,
"tâche": "Que faire 6"
},
{
"id": 7,
"task": "Que faire 7"
},
{
"id": 8,
"tâche": "A faire 8"
}
]
}
},
{
"id": 8,
"task": "Que faire 8",
"user": {
"id": 2,
"name": "Suzuki",
"todos": [
{
"id": 5,
"tâche": "Que faire 5"
},
{
"id": 6,
"tâche": "Que faire 6"
},
{
"id": 7,
"task": "Que faire 7"
},
{
"id": 8,
"tâche": "A faire 8"
}
]
}
}
]
}
},
{
"id": 8,
"task": "Que faire 8",
"user": {
"id": 2,
"name": "Suzuki",
"todos": [
{
"id": 5,
"task": "Que faire 5",
"user": {
"id": 2,
"name": "Suzuki",
"todos": [
{
"id": 5,
"tâche": "Que faire 5"
},
{
"id": 6,
"tâche": "Que faire 6"
},
{
"id": 7,
"task": "Que faire 7"
},
{
"id": 8,
"tâche": "A faire 8"
}
]
}
},
{
"id": 6,
"tâche": "Que faire 6",
"user": {
"id": 2,
"name": "Suzuki",
"todos": [
{
"id": 5,
"tâche": "Que faire 5"
},
{
"id": 6,
"tâche": "Que faire 6"
},
{
"id": 7,
"task": "Que faire 7"
},
{
"id": 8,
"tâche": "A faire 8"
}
]
}
},
{
"id": 7,
"task": "Que faire 7",
"user": {
"id": 2,
"name": "Suzuki",
"todos": [
{
"id": 5,
"tâche": "Que faire 5"
},
{
"id": 6,
"tâche": "Que faire 6"
},
{
"id": 7,
"task": "Que faire 7"
},
{
"id": 8,
"tâche": "A faire 8"
}
]
}
},
{
"id": 8,
"task": "Que faire 8",
"user": {
"id": 2,
"name": "Suzuki",
"todos": [
{
"id": 5,
"tâche": "Que faire 5"
},
{
"id": 6,
"tâche": "Que faire 6"
},
{
"id": 7,
"task": "Que faire 7"
},
{
"id": 8,
"tâche": "A faire 8"
}
]
}
}
]
}
}
]
}
},
{
"id": 7,
"task": "Que faire 7",
"user": {
"id": 2,
"name": "Suzuki",
"todos": [
{
"id": 5,
"task": "Que faire 5",
"user": {
"id": 2,
"name": "Suzuki",
"todos": [
{
"id": 5,
"task": "Que faire 5",
"user": {
"id": 2,
"name": "Suzuki",
"todos": [
{
"id": 5,
"tâche": "Que faire 5"
},
{
"id": 6,
"tâche": "Que faire 6"
},
{
"id": 7,
"task": "Que faire 7"
},
{
"id": 8,
"tâche": "A faire 8"
}
]
}
},
{
"id": 6,
"tâche": "Que faire 6",
"user": {
"id": 2,
"name": "Suzuki",
"todos": [
{
"id": 5,
"tâche": "Que faire 5"
},
{
"id": 6,
"tâche": "Que faire 6"
},
{
"id": 7,
"task": "Que faire 7"
},
{
"id": 8,
"tâche": "A faire 8"
}
]
}
},
{
"id": 7,
"task": "Que faire 7",
"user": {
"id": 2,
"name": "Suzuki",
"todos": [
{
"id": 5,
"tâche": "Que faire 5"
},
{
"id": 6,
"tâche": "Que faire 6"
},
{
"id": 7,
"task": "Que faire 7"
},
{
"id": 8,
"tâche": "A faire 8"
}
]
}
},
{
"id": 8,
"task": "Que faire 8",
"user": {
"id": 2,
"name": "Suzuki",
"todos": [
{
"id": 5,
"tâche": "Que faire 5"
},
{
"id": 6,
"tâche": "Que faire 6"
},
{
"id": 7,
"task": "Que faire 7"
},
{
"id": 8,
"tâche": "A faire 8"
}
]
}
}
]
}
},
{
"id": 6,
"tâche": "Que faire 6",
"user": {
"id": 2,
"name": "Suzuki",
"todos": [
{
"id": 5,
"task": "Que faire 5",
"user": {
"id": 2,
"name": "Suzuki",
"todos": [
{
"id": 5,
"tâche": "Que faire 5"
},
{
"id": 6,
"tâche": "Que faire 6"
},
{
"id": 7,
"task": "Que faire 7"
},
{
"id": 8,
"tâche": "A faire 8"
}
]
}
},
{
"id": 6,
"tâche": "Que faire 6",
"user": {
"id": 2,
"name": "Suzuki",
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{
"id": 5,
"tâche": "Que faire 5"
},
{
"id": 6,
"tâche": "Que faire 6"
},
{
"id": 7,
"task": "Que faire 7"
},
{
"id": 8,
"tâche": "A faire 8"
}
]
}
},
{
"id": 7,
"task": "Que faire 7",
"user": {
"id": 2,
"name": "Suzuki",
"todos": [
{
"id": 5,
"tâche": "Que faire 5"
},
{
"id": 6,
"tâche": "Que faire 6"
},
{
"id": 7,
"task": "Que faire 7"
},
{
"id": 8,
"tâche": "A faire 8"
}
]
}
},
{
"id": 8,
"task": "Que faire 8",
"user": {
"id": 2,
"name": "Suzuki",
"todos": [
{
"id": 5,
"tâche": "Que faire 5"
},
{
"id": 6,
"tâche": "Que faire 6"
},
{
"id": 7,
"task": "Que faire 7"
},
{
"id": 8,
"tâche": "A faire 8"
}
]
}
}
]
}
},
{
"id": 7,
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
"id": 9,
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{
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{
"id": 11,
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{
"id": 12,
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{
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{
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{
"id": 12,
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{
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"id": 3,
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{
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{
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{
"id": 11,
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{
"id": 12,
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}
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{
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"task": "Que faire 12",
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"id": 3,
"name": "Takahashi",
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{
"id": 9,
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{
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{
"id": 11,
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},
{
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}
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}
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{
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{
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{
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{
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{
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{
"id": 11,
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{
"id": 12,
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}
]
}
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{
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"id": 3,
"name": "Takahashi",
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{
"id": 9,
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{
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{
"id": 11,
"task": "Que faire 11"
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{
"id": 12,
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}
]
}
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{
"id": 12,
"task": "Que faire 12",
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"id": 3,
"name": "Takahashi",
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{
"id": 9,
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{
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{
"id": 11,
"task": "Que faire 11"
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{
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}
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}
}
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{
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"task": "Que faire 11",
"user": {
"id": 3,
"name": "Takahashi",
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{
"id": 9,
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"user": {
"id": 3,
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{
"id": 9,
"tâche": "Que faire 9"
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{
"id": 10,
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{
"id": 11,
"task": "Que faire 11"
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{
"id": 12,
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}
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{
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"id": 3,
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{
"id": 9,
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{
"id": 10,
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{
"id": 11,
"task": "Que faire 11"
},
{
"id": 12,
"tâche": "A faire 12"
}
]
}
},
{
"id": 11,
"task": "Que faire 11",
"user": {
"id": 3,
"name": "Takahashi",
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{
"id": 9,
"tâche": "Que faire 9"
},
{
"id": 10,
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{
"id": 11,
"task": "Que faire 11"
},
{
"id": 12,
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}
]
}
},
{
"id": 12,
"task": "Que faire 12",
"user": {
"id": 3,
"name": "Takahashi",
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{
"id": 9,
"tâche": "Que faire 9"
},
{
"id": 10,
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{
"id": 11,
"task": "Que faire 11"
},
{
"id": 12,
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}
]
}
}
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}
},
{
"id": 12,
"task": "Que faire 12",
"user": {
"id": 3,
"name": "Takahashi",
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{
"id": 9,
"tâche": "Que faire 9",
"user": {
"id": 3,
"name": "Takahashi",
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{
"id": 9,
"tâche": "Que faire 9"
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{
"id": 10,
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},
{
"id": 11,
"task": "Que faire 11"
},
{
"id": 12,
"tâche": "A faire 12"
}
]
}
},
{
"id": 10,
"tâche": "A faire 10",
"user": {
"id": 3,
"name": "Takahashi",
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{
"id": 9,
"tâche": "Que faire 9"
},
{
"id": 10,
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},
{
"id": 11,
"task": "Que faire 11"
},
{
"id": 12,
"tâche": "A faire 12"
}
]
}
},
{
"id": 11,
"task": "Que faire 11",
"user": {
"id": 3,
"name": "Takahashi",
"todos": [
{
"id": 9,
"tâche": "Que faire 9"
},
{
"id": 10,
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},
{
"id": 11,
"task": "Que faire 11"
},
{
"id": 12,
"tâche": "A faire 12"
}
]
}
},
{
"id": 12,
"task": "Que faire 12",
"user": {
"id": 3,
"name": "Takahashi",
"todos": [
{
"id": 9,
"tâche": "Que faire 9"
},
{
"id": 10,
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},
{
"id": 11,
"task": "Que faire 11"
},
{
"id": 12,
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}
]
}
}
]
}
}
]
}
},
{
"id": 10,
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"user": {
"id": 3,
"name": "Takahashi",
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{
"id": 9,
"tâche": "Que faire 9",
"user": {
"id": 3,
"name": "Takahashi",
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{
"id": 9,
"tâche": "Que faire 9",
"user": {
"id": 3,
"name": "Takahashi",
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{
"id": 9,
"tâche": "Que faire 9"
},
{
"id": 10,
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},
{
"id": 11,
"task": "Que faire 11"
},
{
"id": 12,
"tâche": "A faire 12"
}
]
}
},
{
"id": 10,
"tâche": "A faire 10",
"user": {
"id": 3,
"name": "Takahashi",
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{
"id": 9,
"tâche": "Que faire 9"
},
{
"id": 10,
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},
{
"id": 11,
"task": "Que faire 11"
},
{
"id": 12,
"tâche": "A faire 12"
}
]
}
},
{
"id": 11,
"task": "Que faire 11",
"user": {
"id": 3,
"name": "Takahashi",
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{
"id": 9,
"tâche": "Que faire 9"
},
{
"id": 10,
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},
{
"id": 11,
"task": "Que faire 11"
},
{
"id": 12,
"tâche": "A faire 12"
}
]
}
},
{
"id": 12,
"task": "Que faire 12",
"user": {
"id": 3,
"name": "Takahashi",
"todos": [
{
"id": 9,
"tâche": "Que faire 9"
},
{
"id": 10,
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},
{
"id": 11,
"task": "Que faire 11"
},
{
"id": 12,
"tâche": "A faire 12"
}
]
}
}
]
}
},
{
"id": 10,
"tâche": "A faire 10",
"user": {
"id": 3,
"name": "Takahashi",
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{
"id": 9,
"tâche": "Que faire 9",
"user": {
"id": 3,
"name": "Takahashi",
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{
"id": 9,
"tâche": "Que faire 9"
},
{
"id": 10,
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{
"id": 11,
"task": "Que faire 11"
},
{
"id": 12,
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}
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}
},
{
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"name": "Takahashi",
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{
"id": 9,
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{
"id": 10,
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{
"id": 11,
"task": "Que faire 11"
},
{
"id": 12,
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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"name": "Takahashi",
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{
"id": 9,
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{
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{
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{
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}
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},
{
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"task": "Que faire 12",
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"id": 3,
"name": "Takahashi",
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{
"id": 9,
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{
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{
"id": 11,
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},
{
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}
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}
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}
},
{
"id": 12,
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"id": 3,
"name": "Takahashi",
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{
"id": 9,
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"id": 3,
"name": "Takahashi",
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{
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{
"id": 9,
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{
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{
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{
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{
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{
"id": 9,
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},
{
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{
"id": 11,
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{
"id": 12,
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}
]
}
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{
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"id": 3,
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{
"id": 9,
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{
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{
"id": 11,
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{
"id": 12,
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}
]
}
},
{
"id": 12,
"task": "Que faire 12",
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"id": 3,
"name": "Takahashi",
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{
"id": 9,
"tâche": "Que faire 9"
},
{
"id": 10,
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},
{
"id": 11,
"task": "Que faire 11"
},
{
"id": 12,
"tâche": "A faire 12"
}
]
}
}
]
}
},
{
"id": 10,
"tâche": "A faire 10",
"user": {
"id": 3,
"name": "Takahashi",
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{
"id": 9,
"tâche": "Que faire 9",
"user": {
"id": 3,
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{
"id": 9,
"tâche": "Que faire 9"
},
{
"id": 10,
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},
{
"id": 11,
"task": "Que faire 11"
},
{
"id": 12,
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}
]
}
},
{
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"tâche": "A faire 10",
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"id": 3,
"name": "Takahashi",
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{
"id": 9,
"tâche": "Que faire 9"
},
{
"id": 10,
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{
"id": 11,
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},
{
"id": 12,
"tâche": "A faire 12"
}
]
}
},
{
"id": 11,
"task": "Que faire 11",
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"id": 3,
"name": "Takahashi",
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{
"id": 9,
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},
{
"id": 10,
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{
"id": 11,
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},
{
"id": 12,
"tâche": "A faire 12"
}
]
}
},
{
"id": 12,
"task": "Que faire 12",
"user": {
"id": 3,
"name": "Takahashi",
"todos": [
{
"id": 9,
"tâche": "Que faire 9"
},
{
"id": 10,
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},
{
"id": 11,
"task": "Que faire 11"
},
{
"id": 12,
"tâche": "A faire 12"
}
]
}
}
]
}
},
{
"id": 11,
"task": "Que faire 11",
"user": {
"id": 3,
"name": "Takahashi",
"todos": [
{
"id": 9,
"tâche": "Que faire 9",
"user": {
"id": 3,
"name": "Takahashi",
"todos": [
{
"id": 9,
"tâche": "Que faire 9"
},
{
"id": 10,
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},
{
"id": 11,
"task": "Que faire 11"
},
{
"id": 12,
"tâche": "A faire 12"
}
]
}
},
{
"id": 10,
"tâche": "A faire 10",
"user": {
"id": 3,
"name": "Takahashi",
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{
"id": 9,
"tâche": "Que faire 9"
},
{
"id": 10,
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},
{
"id": 11,
"task": "Que faire 11"
},
{
"id": 12,
"tâche": "A faire 12"
}
]
}
},
{
"id": 11,
"task": "Que faire 11",
"user": {
"id": 3,
"name": "Takahashi",
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{
"id": 9,
"tâche": "Que faire 9"
},
{
"id": 10,
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},
{
"id": 11,
"task": "Que faire 11"
},
{
"id": 12,
"tâche": "A faire 12"
}
]
}
},
{
"id": 12,
"task": "Que faire 12",
"user": {
"id": 3,
"name": "Takahashi",
"todos": [
{
"id": 9,
"tâche": "Que faire 9"
},
{
"id": 10,
"tâche": "A faire 10"
},
{
"id": 11,
"task": "Que faire 11"
},
{
"id": 12,
"tâche": "A faire 12"
}
]
}
}
]
}
},
{
"id": 12,
"task": "Que faire 12",
"user": {
"id": 3,
"name": "Takahashi",
"todos": [
{
"id": 9,
"tâche": "Que faire 9",
"user": {
"id": 3,
"name": "Takahashi",
"todos": [
{
"id": 9,
"tâche": "Que faire 9"
},
{
"id": 10,
"tâche": "A faire 10"
},
{
"id": 11,
"task": "Que faire 11"
},
{
"id": 12,
"tâche": "A faire 12"
}
]
}
},
{
"id": 10,
"tâche": "A faire 10",
"user": {
"id": 3,
"name": "Takahashi",
"todos": [
{
"id": 9,
"tâche": "Que faire 9"
},
{
"id": 10,
"tâche": "A faire 10"
},
{
"id": 11,
"task": "Que faire 11"
},
{
"id": 12,
"tâche": "A faire 12"
}
]
}
},
{
"id": 11,
"task": "Que faire 11",
"user": {
"id": 3,
"name": "Takahashi",
"todos": [
{
"id": 9,
"tâche": "Que faire 9"
},
{
"id": 10,
"tâche": "A faire 10"
},
{
"id": 11,
"task": "Que faire 11"
},
{
"id": 12,
"tâche": "A faire 12"
}
]
}
},
{
"id": 12,
"task": "Que faire 12",
"user": {
"id": 3,
"name": "Takahashi",
"todos": [
{
"id": 9,
"tâche": "Que faire 9"
},
{
"id": 10,
"tâche": "A faire 10"
},
{
"id": 11,
"task": "Que faire 11"
},
{
"id": 12,
"tâche": "A faire 12"
}
]
}
}
]
}
}
]
}
},
{
"id": 13,
"task": "Que faire 13",
"user": {
"id": 4,
"name": "Tanaka",
"todos": [
{
"id": 13,
"task": "Que faire 13",
"user": {
"id": 4,
"name": "Tanaka",
"todos": [
{
"id": 13,
"task": "Que faire 13",
"user": {
"id": 4,
"name": "Tanaka",
"todos": [
{
"id": 13,
"tâche": "Que faire 13"
},
{
"id": 14,
"tâche": "A faire 14"
},
{
"id": 15,
"tâche": "A faire 15"
},
{
"id": 16,
"tâche": "A faire 16"
}
]
}
},
{
"id": 14,
"tâche": "A faire 14",
"user": {
"id": 4,
"name": "Tanaka",
"todos": [
{
"id": 13,
"tâche": "Que faire 13"
},
{
"id": 14,
"tâche": "A faire 14"
},
{
"id": 15,
"tâche": "A faire 15"
},
{
"id": 16,
"tâche": "A faire 16"
}
]
}
},
{
"id": 15,
"tâche": "A faire 15",
"user": {
"id": 4,
"name": "Tanaka",
"todos": [
{
"id": 13,
"tâche": "Que faire 13"
},
{
"id": 14,
"tâche": "A faire 14"
},
{
"id": 15,
"tâche": "A faire 15"
},
{
"id": 16,
"tâche": "A faire 16"
}
]
}
},
{
"id": 16,
"tâche": "A faire 16",
"user": {
"id": 4,
"name": "Tanaka",
"todos": [
{
"id": 13,
"tâche": "Que faire 13"
},
{
"id": 14,
"tâche": "A faire 14"
},
{
"id": 15,
"tâche": "A faire 15"
},
{
"id": 16,
"tâche": "A faire 16"
}
]
}
}
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{
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{
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{
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{
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{
"id": 16,
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{
"id": 13,
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{
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{
"id": 15,
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{
"id": 16,
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"id": 13,
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{
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{
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{
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{
"id": 13,
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{
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{
"id": 15,
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{
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{
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{
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{
"id": 15,
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{
"id": 16,
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{
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{
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{
"id": 15,
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{
"id": 16,
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{
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{
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{
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{
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{
"id": 13,
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{
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{
"id": 15,
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{
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{
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{
"id": 13,
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{
"id": 14,
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{
"id": 15,
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{
"id": 16,
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{
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{
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{
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{
"id": 16,
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{
"id": 14,
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{
"id": 15,
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{
"id": 16,
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{
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{
"id": 13,
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},
{
"id": 14,
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{
"id": 15,
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{
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{
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{
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{
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{
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{
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{
"id": 16,
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{
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{
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{
"id": 16,
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{
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{
"id": 15,
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{
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{
"id": 13,
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
"id": 13,
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},
{
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{
"id": 15,
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{
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{
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{
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{
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{
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"id": 13,
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{
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{
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{
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{
"id": 13,
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{
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{
"id": 15,
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{
"id": 16,
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"id": 16,
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"name": "Tanaka",
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{
"id": 13,
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},
{
"id": 14,
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},
{
"id": 15,
"tâche": "A faire 15"
},
{
"id": 16,
"tâche": "A faire 16"
}
]
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"id": 14,
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{
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{
"id": 13,
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{
"id": 14,
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{
"id": 15,
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{
"id": 16,
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{
"id": 13,
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},
{
"id": 14,
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},
{
"id": 15,
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{
"id": 16,
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},
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{
"id": 13,
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},
{
"id": 14,
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},
{
"id": 15,
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},
{
"id": 16,
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{
"id": 16,
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"name": "Tanaka",
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{
"id": 13,
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},
{
"id": 14,
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},
{
"id": 15,
"tâche": "A faire 15"
},
{
"id": 16,
"tâche": "A faire 16"
}
]
}
}
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{
"id": 15,
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"name": "Tanaka",
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{
"id": 13,
"task": "Que faire 13",
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"id": 4,
"name": "Tanaka",
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{
"id": 13,
"tâche": "Que faire 13"
},
{
"id": 14,
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},
{
"id": 15,
"tâche": "A faire 15"
},
{
"id": 16,
"tâche": "A faire 16"
}
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},
{
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"tâche": "A faire 14",
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"id": 4,
"name": "Tanaka",
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{
"id": 13,
"tâche": "Que faire 13"
},
{
"id": 14,
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},
{
"id": 15,
"tâche": "A faire 15"
},
{
"id": 16,
"tâche": "A faire 16"
}
]
}
},
{
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"tâche": "A faire 15",
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"id": 4,
"name": "Tanaka",
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{
"id": 13,
"tâche": "Que faire 13"
},
{
"id": 14,
"tâche": "A faire 14"
},
{
"id": 15,
"tâche": "A faire 15"
},
{
"id": 16,
"tâche": "A faire 16"
}
]
}
},
{
"id": 16,
"tâche": "A faire 16",
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"id": 4,
"name": "Tanaka",
"todos": [
{
"id": 13,
"tâche": "Que faire 13"
},
{
"id": 14,
"tâche": "A faire 14"
},
{
"id": 15,
"tâche": "A faire 15"
},
{
"id": 16,
"tâche": "A faire 16"
}
]
}
}
]
}
},
{
"id": 16,
"tâche": "A faire 16",
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"id": 4,
"name": "Tanaka",
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{
"id": 13,
"task": "Que faire 13",
"user": {
"id": 4,
"name": "Tanaka",
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{
"id": 13,
"tâche": "Que faire 13"
},
{
"id": 14,
"tâche": "A faire 14"
},
{
"id": 15,
"tâche": "A faire 15"
},
{
"id": 16,
"tâche": "A faire 16"
}
]
}
},
{
"id": 14,
"tâche": "A faire 14",
"user": {
"id": 4,
"name": "Tanaka",
"todos": [
{
"id": 13,
"tâche": "Que faire 13"
},
{
"id": 14,
"tâche": "A faire 14"
},
{
"id": 15,
"tâche": "A faire 15"
},
{
"id": 16,
"tâche": "A faire 16"
}
]
}
},
{
"id": 15,
"tâche": "A faire 15",
"user": {
"id": 4,
"name": "Tanaka",
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{
"id": 13,
"tâche": "Que faire 13"
},
{
"id": 14,
"tâche": "A faire 14"
},
{
"id": 15,
"tâche": "A faire 15"
},
{
"id": 16,
"tâche": "A faire 16"
}
]
}
},
{
"id": 16,
"tâche": "A faire 16",
"user": {
"id": 4,
"name": "Tanaka",
"todos": [
{
"id": 13,
"tâche": "Que faire 13"
},
{
"id": 14,
"tâche": "A faire 14"
},
{
"id": 15,
"tâche": "A faire 15"
},
{
"id": 16,
"tâche": "A faire 16"
}
]
}
}
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{
"id": 16,
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"id": 4,
"name": "Tanaka",
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{
"id": 13,
"task": "Que faire 13",
"user": {
"id": 4,
"name": "Tanaka",
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{
"id": 13,
"task": "Que faire 13",
"user": {
"id": 4,
"name": "Tanaka",
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{
"id": 13,
"tâche": "Que faire 13"
},
{
"id": 14,
"tâche": "A faire 14"
},
{
"id": 15,
"tâche": "A faire 15"
},
{
"id": 16,
"tâche": "A faire 16"
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"name": "Tanaka",
"todos": [
{
"id": 13,
"tâche": "Que faire 13"
},
{
"id": 14,
"tâche": "A faire 14"
},
{
"id": 15,
"tâche": "A faire 15"
},
{
"id": 16,
"tâche": "A faire 16"
}
]
}
},
{
"id": 15,
"tâche": "A faire 15",
"user": {
"id": 4,
"name": "Tanaka",
"todos": [
{
"id": 13,
"tâche": "Que faire 13"
},
{
"id": 14,
"tâche": "A faire 14"
},
{
"id": 15,
"tâche": "A faire 15"
},
{
"id": 16,
"tâche": "A faire 16"
}
]
}
},
{
"id": 16,
"tâche": "A faire 16",
"user": {
"id": 4,
"name": "Tanaka",
"todos": [
{
"id": 13,
"tâche": "Que faire 13"
},
{
"id": 14,
"tâche": "A faire 14"
},
{
"id": 15,
"tâche": "A faire 15"
},
{
"id": 16,
"tâche": "A faire 16"
}
]
}
}
]
}
},
{
"id": 14,
"tâche": "A faire 14",
"user": {
"id": 4,
"name": "Tanaka",
"todos": [
{
"id": 13,
"task": "Que faire 13",
"user": {
"id": 4,
"name": "Tanaka",
"todos": [
{
"id": 13,
"tâche": "Que faire 13"
},
{
"id": 14,
"tâche": "A faire 14"
},
{
"id": 15,
"tâche": "A faire 15"
},
{
"id": 16,
"tâche": "A faire 16"
}
]
}
},
{
"id": 14,
"tâche": "A faire 14",
"user": {
"id": 4,
"name": "Tanaka",
"todos": [
{
"id": 13,
"tâche": "Que faire 13"
},
{
"id": 14,
"tâche": "A faire 14"
},
{
"id": 15,
"tâche": "A faire 15"
},
{
"id": 16,
"tâche": "A faire 16"
}
]
}
},
{
"id": 15,
"tâche": "A faire 15",
"user": {
"id": 4,
"name": "Tanaka",
"todos": [
{
"id": 13,
"tâche": "Que faire 13"
},
{
"id": 14,
"tâche": "A faire 14"
},
{
"id": 15,
"tâche": "A faire 15"
},
{
"id": 16,
"tâche": "A faire 16"
}
]
}
},
{
"id": 16,
"tâche": "A faire 16",
"user": {
"id": 4,
"name": "Tanaka",
"todos": [
{
"id": 13,
"tâche": "Que faire 13"
},
{
"id": 14,
"tâche": "A faire 14"
},
{
"id": 15,
"tâche": "A faire 15"
},
{
"id": 16,
"tâche": "A faire 16"
}
]
}
}
]
}
},
{
"id": 15,
"tâche": "A faire 15",
"user": {
"id": 4,
"name": "Tanaka",
"todos": [
{
"id": 13,
"task": "Que faire 13",
"user": {
"id": 4,
"name": "Tanaka",
"todos": [
{
"id": 13,
"tâche": "Que faire 13"
},
{
"id": 14,
"tâche": "A faire 14"
},
{
"id": 15,
"tâche": "A faire 15"
},
{
"id": 16,
"tâche": "A faire 16"
}
]
}
},
{
"id": 14,
"tâche": "A faire 14",
"user": {
"id": 4,
"name": "Tanaka",
"todos": [
{
"id": 13,
"tâche": "Que faire 13"
},
{
"id": 14,
"tâche": "A faire 14"
},
{
"id": 15,
"tâche": "A faire 15"
},
{
"id": 16,
"tâche": "A faire 16"
}
]
}
},
{
"id": 15,
"tâche": "A faire 15",
"user": {
"id": 4,
"name": "Tanaka",
"todos": [
{
"id": 13,
"tâche": "Que faire 13"
},
{
"id": 14,
"tâche": "A faire 14"
},
{
"id": 15,
"tâche": "A faire 15"
},
{
"id": 16,
"tâche": "A faire 16"
}
]
}
},
{
"id": 16,
"tâche": "A faire 16",
"user": {
"id": 4,
"name": "Tanaka",
"todos": [
{
"id": 13,
"tâche": "Que faire 13"
},
{
"id": 14,
"tâche": "A faire 14"
},
{
"id": 15,
"tâche": "A faire 15"
},
{
"id": 16,
"tâche": "A faire 16"
}
]
}
}
]
}
},
{
"id": 16,
"tâche": "A faire 16",
"user": {
"id": 4,
"name": "Tanaka",
"todos": [
{
"id": 13,
"task": "Que faire 13",
"user": {
"id": 4,
"name": "Tanaka",
"todos": [
{
"id": 13,
"tâche": "Que faire 13"
},
{
"id": 14,
"tâche": "A faire 14"
},
{
"id": 15,
"tâche": "A faire 15"
},
{
"id": 16,
"tâche": "A faire 16"
}
]
}
},
{
"id": 14,
"tâche": "A faire 14",
"user": {
"id": 4,
"name": "Tanaka",
"todos": [
{
"id": 13,
"tâche": "Que faire 13"
},
{
"id": 14,
"tâche": "A faire 14"
},
{
"id": 15,
"tâche": "A faire 15"
},
{
"id": 16,
"tâche": "A faire 16"
}
]
}
},
{
"id": 15,
"tâche": "A faire 15",
"user": {
"id": 4,
"name": "Tanaka",
"todos": [
{
"id": 13,
"tâche": "Que faire 13"
},
{
"id": 14,
"tâche": "A faire 14"
},
{
"id": 15,
"tâche": "A faire 15"
},
{
"id": 16,
"tâche": "A faire 16"
}
]
}
},
{
"id": 16,
"tâche": "A faire 16",
"user": {
"id": 4,
"name": "Tanaka",
"todos": [
{
"id": 13,
"tâche": "Que faire 13"
},
{
"id": 14,
"tâche": "A faire 14"
},
{
"id": 15,
"tâche": "A faire 15"
},
{
"id": 16,
"tâche": "A faire 16"
}
]
}
}
]
}
}
]
}
},
{
"id": 17,
"task": "Que faire 17",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"task": "Que faire 17",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"task": "Que faire 17",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 18,
"tâche": "Que faire 18",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 19,
"task": "Que faire 19",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 20,
"tâche": "A faire 20",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
}
]
}
},
{
"id": 18,
"tâche": "Que faire 18",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"task": "Que faire 17",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 18,
"tâche": "Que faire 18",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 19,
"task": "Que faire 19",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 20,
"tâche": "A faire 20",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
}
]
}
},
{
"id": 19,
"task": "Que faire 19",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"task": "Que faire 17",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 18,
"tâche": "Que faire 18",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 19,
"task": "Que faire 19",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 20,
"tâche": "A faire 20",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
}
]
}
},
{
"id": 20,
"tâche": "A faire 20",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"task": "Que faire 17",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 18,
"tâche": "Que faire 18",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 19,
"task": "Que faire 19",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 20,
"tâche": "A faire 20",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
}
]
}
}
]
}
},
{
"id": 18,
"tâche": "Que faire 18",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"task": "Que faire 17",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"task": "Que faire 17",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 18,
"tâche": "Que faire 18",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 19,
"task": "Que faire 19",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 20,
"tâche": "A faire 20",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
}
]
}
},
{
"id": 18,
"tâche": "Que faire 18",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"task": "Que faire 17",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 18,
"tâche": "Que faire 18",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 19,
"task": "Que faire 19",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 20,
"tâche": "A faire 20",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
}
]
}
},
{
"id": 19,
"task": "Que faire 19",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"task": "Que faire 17",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 18,
"tâche": "Que faire 18",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 19,
"task": "Que faire 19",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 20,
"tâche": "A faire 20",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
}
]
}
},
{
"id": 20,
"tâche": "A faire 20",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"task": "Que faire 17",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 18,
"tâche": "Que faire 18",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 19,
"task": "Que faire 19",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 20,
"tâche": "A faire 20",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
}
]
}
}
]
}
},
{
"id": 19,
"task": "Que faire 19",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"task": "Que faire 17",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"task": "Que faire 17",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 18,
"tâche": "Que faire 18",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 19,
"task": "Que faire 19",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 20,
"tâche": "A faire 20",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
}
]
}
},
{
"id": 18,
"tâche": "Que faire 18",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"task": "Que faire 17",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 18,
"tâche": "Que faire 18",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 19,
"task": "Que faire 19",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 20,
"tâche": "A faire 20",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
}
]
}
},
{
"id": 19,
"task": "Que faire 19",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"task": "Que faire 17",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 18,
"tâche": "Que faire 18",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 19,
"task": "Que faire 19",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 20,
"tâche": "A faire 20",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
}
]
}
},
{
"id": 20,
"tâche": "A faire 20",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"task": "Que faire 17",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 18,
"tâche": "Que faire 18",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 19,
"task": "Que faire 19",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 20,
"tâche": "A faire 20",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
}
]
}
}
]
}
},
{
"id": 20,
"tâche": "A faire 20",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"task": "Que faire 17",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"task": "Que faire 17",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 18,
"tâche": "Que faire 18",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 19,
"task": "Que faire 19",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 20,
"tâche": "A faire 20",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
}
]
}
},
{
"id": 18,
"tâche": "Que faire 18",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"task": "Que faire 17",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 18,
"tâche": "Que faire 18",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 19,
"task": "Que faire 19",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 20,
"tâche": "A faire 20",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
}
]
}
},
{
"id": 19,
"task": "Que faire 19",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"task": "Que faire 17",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 18,
"tâche": "Que faire 18",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 19,
"task": "Que faire 19",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 20,
"tâche": "A faire 20",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
}
]
}
},
{
"id": 20,
"tâche": "A faire 20",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"task": "Que faire 17",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 18,
"tâche": "Que faire 18",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 19,
"task": "Que faire 19",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
},
{
"id": 20,
"tâche": "A faire 20",
"user": {
"id": 5,
"name": "Ito",
"todos": [
{
"id": 17,
"tâche": "Que faire 17"
},
{
"id": 18,
"tâche": "Que faire 18"
},
{
"id": 19,
"tâche": "A faire 19"
},
{
"id": 20,
"tâche": "A faire 20"
}
]
}
}
]
}
}
]
}
}
]
}
}
Journal d'émission SQL
<détails> <résumé> 841 journaux d'émission SQL au total </ résumé>
22/10/2020 00:34:57 SELECT * FROM todo 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 5 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 5 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 3 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 1 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 1 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 1 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 1 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 2 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 2 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 2 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 2 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 4 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 3 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 3 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 3 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 4 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 4 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 5 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 5 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 4 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 5 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 5 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 5 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 5 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 5 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 3 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 1 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 1 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 1 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 1 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 1 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 1 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 1 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 1 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 1 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 1 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 1 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 1 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 1 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 1 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 1 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 1 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 1 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 1 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 1 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 1 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 2 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 2 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 2 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 2 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 2 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 2 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 2 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 2 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 2 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 2 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 2 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 2 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 2 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 2 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 2 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 2 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 2 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 2 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 2 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 2 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 4 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 4 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 4 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 4 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 4 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 3 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 3 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 3 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 3 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 3 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 3 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 3 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 3 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 3 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 3 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 3 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 2 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 3 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 3 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 3 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 3 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 2 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 2 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 2 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 4 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 4 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 3 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 4 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 3 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 3 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 4 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 4 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 5 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 5 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 5 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 5 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 5 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 5 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 5 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 5 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 5 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 5 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 5 2020/10/22 00:34:57 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= 1 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 4 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 1 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 1 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 4 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 1 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 4 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 5 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 5 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 4 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 5 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 5 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 3 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 5 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 5 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 5 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 3 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 5 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 1 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 5 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 5 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 5 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 5 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 5 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 3 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 3 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 3 2020/10/22 00:34:57 SELECT * FROM user WHERE id = 4 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 4 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 5 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 5 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 5 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 5 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 3 2020/10/22 00:34:57 SELECT * FROM todo WHERE user_id = 4
Considération
De cette manière, si vous définissez librement le schéma sans penser à quoi que ce soit et en faites un simple problème SQL en tenant compte de la polyvalence, un grand nombre de problèmes SQL seront émis.
Concernant la dernière structure de référence circulaire, si le client est ouvert au public, Frank sera attaqué par DOS si aucune restriction n'est appliquée, mais les contre-mesures seront décrites plus loin.
Tout d'abord, envisagez des mesures pour réduire le nombre d'émissions SQL.
En termes simples, tout ce que vous avez à faire est de préparer un SQL optimisé pour chaque résolveur.
En d'autres termes
Resolver for type User todos: [Todo]
Sans préparer un résolveur pour type Todo user: User!
(r *queryResolver) Users(ctx context.Context) ([]*model.User, error)
(r *queryResolver) Todos(ctx context.Context) ([]*model.Todo, error)
Cela signifie que SQL doit être généré à chaque fois en fonction du contenu chargé dans la requête.
cependant,
Si vous prenez une telle mesure, vous finirez par préparer une logique de génération SQL compliquée pour répondre à la requête de requête GraphQL extrêmement flexible.
Je veux garder SQL simple si possible.
C'est pourquoi les chargeurs de données apparaîtront.
Après l'installation de Dataloaders
Procédure d'installation
Fondamentalement, la source est générée automatiquement selon ce qui suit. https://gqlgen.com/reference/dataloaders/#dataloader
Eh bien, c'est écrit en ↑,
go get github.com/vektah/dataloaden
Récupérez le dataloaden avec, et utilisez le chemin que vous souhaitez générer automatiquement (par exemple,study-gqlgen / dataloaders / graph /cette fois).
go run github.com/vektah/dataloaden UserLoader int *github.com/sky0621/study-gqlgen/dataloaders/graph/model.User
Quand
go run github.com/vektah/dataloaden TodoLoader int64 []*github.com/sky0621/study-gqlgen/dataloaders/graph/model.Todo
Et. Le "int" au milieu est le type de l'élément clé qui identifie de manière unique le "user" ou "todo".
Dans ce cas, la table user et la table todo ont PK défini sur integer, alors réglez-le sur int.
Si PK est une chaîne comme UUID
go run github.com/vektah/dataloaden UserLoader string *github.com/sky0621/study-gqlgen/dataloaders/graph/model.User
Tu peux le faire.
De plus, en ce qui concerne le type à générer, model.User est juste un pointeur et model.Todo est découpé.
C'est parce que chaque utilisation est différente comme suit.
model.User
Une fois que plusieurs todos sont acquis par le résolveur todos, le résolveur ((r * todoResolver) User (~~)) qui acquiert l'utilisateur associé à chaque ToDo est appelé, et il y est utilisé.
Là, il n'est nécessaire d'associer qu'un seul utilisateur à 1ToDo, alors préparez un chargeur de données qui retourne avec juste un pointeur.
model.Todo
Une fois que plusieurs utilisateurs sont acquis par le résolveur utilisateurs, le résolveur ((r * userResolver) Todos (~~)) qui acquiert le ToDo associé à chaque utilisateur est appelé, et il y est utilisé.
Là, plusieurs tâches associées à un utilisateur sont acquises, alors préparez un chargeur de données qui retourne par tranches.
Source générée automatiquement (sans explication)
La source générée automatiquement par la commande dataloaden ci-dessus est la suivante.
userloader_gen.go
// Code generated by github.com/vektah/dataloaden, DO NOT EDIT.
package graph
import (
"sync"
"time"
"github.com/sky0621/study-gqlgen/dataloaders/graph/model"
)
// UserLoaderConfig captures the config to create a new UserLoader
type UserLoaderConfig struct {
// Fetch is a method that provides the data for the loader
Fetch func(keys []int) ([]*model.User, []error)
// Wait is how long wait before sending a batch
Wait time.Duration
// MaxBatch will limit the maximum number of keys to send in one batch, 0 = not limit
MaxBatch int
}
// NewUserLoader creates a new UserLoader given a fetch, wait, and maxBatch
func NewUserLoader(config UserLoaderConfig) *UserLoader {
return &UserLoader{
fetch: config.Fetch,
wait: config.Wait,
maxBatch: config.MaxBatch,
}
}
// UserLoader batches and caches requests
type UserLoader struct {
// this method provides the data for the loader
fetch func(keys []int) ([]*model.User, []error)
// how long to done before sending a batch
wait time.Duration
// this will limit the maximum number of keys to send in one batch, 0 = no limit
maxBatch int
// INTERNAL
// lazily created cache
cache map[int]*model.User
// the current batch. keys will continue to be collected until timeout is hit,
// then everything will be sent to the fetch method and out to the listeners
batch *userLoaderBatch
// mutex to prevent races
mu sync.Mutex
}
type userLoaderBatch struct {
keys []int
data []*model.User
error []error
closing bool
done chan struct{}
}
// Load a User by key, batching and caching will be applied automatically
func (l *UserLoader) Load(key int) (*model.User, error) {
return l.LoadThunk(key)()
}
// LoadThunk returns a function that when called will block waiting for a User.
// This method should be used if you want one goroutine to make requests to many
// different data loaders without blocking until the thunk is called.
func (l *UserLoader) LoadThunk(key int) func() (*model.User, error) {
l.mu.Lock()
if it, ok := l.cache[key]; ok {
l.mu.Unlock()
return func() (*model.User, error) {
return it, nil
}
}
if l.batch == nil {
l.batch = &userLoaderBatch{done: make(chan struct{})}
}
batch := l.batch
pos := batch.keyIndex(l, key)
l.mu.Unlock()
return func() (*model.User, error) {
<-batch.done
var data *model.User
if pos < len(batch.data) {
data = batch.data[pos]
}
var err error
// its convenient to be able to return a single error for everything
if len(batch.error) == 1 {
err = batch.error[0]
} else if batch.error != nil {
err = batch.error[pos]
}
if err == nil {
l.mu.Lock()
l.unsafeSet(key, data)
l.mu.Unlock()
}
return data, err
}
}
// LoadAll fetches many keys at once. It will be broken into appropriate sized
// sub batches depending on how the loader is configured
func (l *UserLoader) LoadAll(keys []int) ([]*model.User, []error) {
results := make([]func() (*model.User, error), len(keys))
for i, key := range keys {
results[i] = l.LoadThunk(key)
}
users := make([]*model.User, len(keys))
errors := make([]error, len(keys))
for i, thunk := range results {
users[i], errors[i] = thunk()
}
return users, errors
}
// LoadAllThunk returns a function that when called will block waiting for a Users.
// This method should be used if you want one goroutine to make requests to many
// different data loaders without blocking until the thunk is called.
func (l *UserLoader) LoadAllThunk(keys []int) func() ([]*model.User, []error) {
results := make([]func() (*model.User, error), len(keys))
for i, key := range keys {
results[i] = l.LoadThunk(key)
}
return func() ([]*model.User, []error) {
users := make([]*model.User, len(keys))
errors := make([]error, len(keys))
for i, thunk := range results {
users[i], errors[i] = thunk()
}
return users, errors
}
}
// Prime the cache with the provided key and value. If the key already exists, no change is made
// and false is returned.
// (To forcefully prime the cache, clear the key first with loader.clear(key).prime(key, value).)
func (l *UserLoader) Prime(key int, value *model.User) bool {
l.mu.Lock()
var found bool
if _, found = l.cache[key]; !found {
// make a copy when writing to the cache, its easy to pass a pointer in from a loop var
// and end up with the whole cache pointing to the same value.
cpy := *value
l.unsafeSet(key, &cpy)
}
l.mu.Unlock()
return !found
}
// Clear the value at key from the cache, if it exists
func (l *UserLoader) Clear(key int) {
l.mu.Lock()
delete(l.cache, key)
l.mu.Unlock()
}
func (l *UserLoader) unsafeSet(key int, value *model.User) {
if l.cache == nil {
l.cache = map[int]*model.User{}
}
l.cache[key] = value
}
// keyIndex will return the location of the key in the batch, if its not found
// it will add the key to the batch
func (b *userLoaderBatch) keyIndex(l *UserLoader, key int) int {
for i, existingKey := range b.keys {
if key == existingKey {
return i
}
}
pos := len(b.keys)
b.keys = append(b.keys, key)
if pos == 0 {
go b.startTimer(l)
}
if l.maxBatch != 0 && pos >= l.maxBatch-1 {
if !b.closing {
b.closing = true
l.batch = nil
go b.end(l)
}
}
return pos
}
func (b *userLoaderBatch) startTimer(l *UserLoader) {
time.Sleep(l.wait)
l.mu.Lock()
// we must have hit a batch limit and are already finalizing this batch
if b.closing {
l.mu.Unlock()
return
}
l.batch = nil
l.mu.Unlock()
b.end(l)
}
func (b *userLoaderBatch) end(l *UserLoader) {
b.data, b.error = l.fetch(b.keys)
close(b.done)
}
todoloader_gen.go
// Code generated by github.com/vektah/dataloaden, DO NOT EDIT.
package graph
import (
"sync"
"time"
"github.com/sky0621/study-gqlgen/dataloaders/graph/model"
)
// TodoLoaderConfig captures the config to create a new TodoLoader
type TodoLoaderConfig struct {
// Fetch is a method that provides the data for the loader
Fetch func(keys []int64) ([][]*model.Todo, []error)
// Wait is how long wait before sending a batch
Wait time.Duration
// MaxBatch will limit the maximum number of keys to send in one batch, 0 = not limit
MaxBatch int
}
// NewTodoLoader creates a new TodoLoader given a fetch, wait, and maxBatch
func NewTodoLoader(config TodoLoaderConfig) *TodoLoader {
return &TodoLoader{
fetch: config.Fetch,
wait: config.Wait,
maxBatch: config.MaxBatch,
}
}
// TodoLoader batches and caches requests
type TodoLoader struct {
// this method provides the data for the loader
fetch func(keys []int64) ([][]*model.Todo, []error)
// how long to done before sending a batch
wait time.Duration
// this will limit the maximum number of keys to send in one batch, 0 = no limit
maxBatch int
// INTERNAL
// lazily created cache
cache map[int64][]*model.Todo
// the current batch. keys will continue to be collected until timeout is hit,
// then everything will be sent to the fetch method and out to the listeners
batch *todoLoaderBatch
// mutex to prevent races
mu sync.Mutex
}
type todoLoaderBatch struct {
keys []int64
data [][]*model.Todo
error []error
closing bool
done chan struct{}
}
// Load a Todo by key, batching and caching will be applied automatically
func (l *TodoLoader) Load(key int64) ([]*model.Todo, error) {
return l.LoadThunk(key)()
}
// LoadThunk returns a function that when called will block waiting for a Todo.
// This method should be used if you want one goroutine to make requests to many
// different data loaders without blocking until the thunk is called.
func (l *TodoLoader) LoadThunk(key int64) func() ([]*model.Todo, error) {
l.mu.Lock()
if it, ok := l.cache[key]; ok {
l.mu.Unlock()
return func() ([]*model.Todo, error) {
return it, nil
}
}
if l.batch == nil {
l.batch = &todoLoaderBatch{done: make(chan struct{})}
}
batch := l.batch
pos := batch.keyIndex(l, key)
l.mu.Unlock()
return func() ([]*model.Todo, error) {
<-batch.done
var data []*model.Todo
if pos < len(batch.data) {
data = batch.data[pos]
}
var err error
// its convenient to be able to return a single error for everything
if len(batch.error) == 1 {
err = batch.error[0]
} else if batch.error != nil {
err = batch.error[pos]
}
if err == nil {
l.mu.Lock()
l.unsafeSet(key, data)
l.mu.Unlock()
}
return data, err
}
}
// LoadAll fetches many keys at once. It will be broken into appropriate sized
// sub batches depending on how the loader is configured
func (l *TodoLoader) LoadAll(keys []int64) ([][]*model.Todo, []error) {
results := make([]func() ([]*model.Todo, error), len(keys))
for i, key := range keys {
results[i] = l.LoadThunk(key)
}
todos := make([][]*model.Todo, len(keys))
errors := make([]error, len(keys))
for i, thunk := range results {
todos[i], errors[i] = thunk()
}
return todos, errors
}
// LoadAllThunk returns a function that when called will block waiting for a Todos.
// This method should be used if you want one goroutine to make requests to many
// different data loaders without blocking until the thunk is called.
func (l *TodoLoader) LoadAllThunk(keys []int64) func() ([][]*model.Todo, []error) {
results := make([]func() ([]*model.Todo, error), len(keys))
for i, key := range keys {
results[i] = l.LoadThunk(key)
}
return func() ([][]*model.Todo, []error) {
todos := make([][]*model.Todo, len(keys))
errors := make([]error, len(keys))
for i, thunk := range results {
todos[i], errors[i] = thunk()
}
return todos, errors
}
}
// Prime the cache with the provided key and value. If the key already exists, no change is made
// and false is returned.
// (To forcefully prime the cache, clear the key first with loader.clear(key).prime(key, value).)
func (l *TodoLoader) Prime(key int64, value []*model.Todo) bool {
l.mu.Lock()
var found bool
if _, found = l.cache[key]; !found {
// make a copy when writing to the cache, its easy to pass a pointer in from a loop var
// and end up with the whole cache pointing to the same value.
cpy := make([]*model.Todo, len(value))
copy(cpy, value)
l.unsafeSet(key, cpy)
}
l.mu.Unlock()
return !found
}
// Clear the value at key from the cache, if it exists
func (l *TodoLoader) Clear(key int64) {
l.mu.Lock()
delete(l.cache, key)
l.mu.Unlock()
}
func (l *TodoLoader) unsafeSet(key int64, value []*model.Todo) {
if l.cache == nil {
l.cache = map[int64][]*model.Todo{}
}
l.cache[key] = value
}
// keyIndex will return the location of the key in the batch, if its not found
// it will add the key to the batch
func (b *todoLoaderBatch) keyIndex(l *TodoLoader, key int64) int {
for i, existingKey := range b.keys {
if key == existingKey {
return i
}
}
pos := len(b.keys)
b.keys = append(b.keys, key)
if pos == 0 {
go b.startTimer(l)
}
if l.maxBatch != 0 && pos >= l.maxBatch-1 {
if !b.closing {
b.closing = true
l.batch = nil
go b.end(l)
}
}
return pos
}
func (b *todoLoaderBatch) startTimer(l *TodoLoader) {
time.Sleep(l.wait)
l.mu.Lock()
// we must have hit a batch limit and are already finalizing this batch
if b.closing {
l.mu.Unlock()
return
}
l.batch = nil
l.mu.Unlock()
b.end(l)
}
func (b *todoLoaderBatch) end(l *TodoLoader) {
b.data, b.error = l.fetch(b.keys)
close(b.done)
}
Comment utiliser
La théorie est la suivante. Par exemple, lors de l'acquisition de toutes les tâches, y compris les informations utilisateur, le SQL suivant a été émis pour chaque requête.
2020/10/22 00:24:44 SELECT * FROM todo
2020/10/22 00:24:44 SELECT * FROM user WHERE id = 5
2020/10/22 00:24:44 SELECT * FROM user WHERE id = 3
2020/10/22 00:24:44 SELECT * FROM user WHERE id = 1
2020/10/22 00:24:44 SELECT * FROM user WHERE id = 1
2020/10/22 00:24:44 SELECT * FROM user WHERE id = 1
2020/10/22 00:24:44 SELECT * FROM user WHERE id = 1
2020/10/22 00:24:44 SELECT * FROM user WHERE id = 2
2020/10/22 00:24:44 SELECT * FROM user WHERE id = 2
2020/10/22 00:24:44 SELECT * FROM user WHERE id = 2
2020/10/22 00:24:44 SELECT * FROM user WHERE id = 2
2020/10/22 00:24:44 SELECT * FROM user WHERE id = 4
2020/10/22 00:24:44 SELECT * FROM user WHERE id = 3
2020/10/22 00:24:44 SELECT * FROM user WHERE id = 3
2020/10/22 00:24:44 SELECT * FROM user WHERE id = 3
2020/10/22 00:24:44 SELECT * FROM user WHERE id = 4
2020/10/22 00:24:44 SELECT * FROM user WHERE id = 5
2020/10/22 00:24:44 SELECT * FROM user WHERE id = 4
2020/10/22 00:24:44 SELECT * FROM user WHERE id = 5
2020/10/22 00:24:44 SELECT * FROM user WHERE id = 4
2020/10/22 00:24:44 SELECT * FROM user WHERE id = 5
D'autre part, dans le chargeur de données, tout en recevant une requête et en déclenchant divers résolveurs, il attend pendant un certain laps de temps (ou jusqu'à ce qu'un certain nombre d'identifiants de recherche soient accumulés).
En conséquence, ce qui était auparavant WHERE id = 1 etc. et qui devait émettre SQL plusieurs fois est défini sur WHERE id IN (1, 2, 3, ..) une fois (2 selon le nombre de cas). ~ N fois).
Pour réaliser ce qui précède, définissez un middleware qui accroche la portée de la requête HTTP et émettez une instruction SQL de type récapitulatif d'ID tout en utilisant la fonction source générée automatiquement.
Intergiciel qui accroche la portée de la requête HTTP
server.go(package,L'instruction d'importation est omise)
func main() {
db := sqlx.MustOpen("sqlite3", "./data.db")
http.Handle("/", playground.Handler("GraphQL playground", "/query"))
http.Handle("/query", graph.Middleware( <--ajouter à!
db,
handler.NewDefaultServer(
generated.NewExecutableSchema(
generated.Config{
Resolvers: &graph.Resolver{
DB: db,
},
},
),
)),
)
log.Fatal(http.ListenAndServe(":8080", nil))
}
Enveloppez le gestionnaire avec graph.Middleware (~~).
Intergiciel
Il n'y a pas d'explication détaillée car l'écriture retrace la source décrite ci-dessous. https://gqlgen.com/reference/dataloaders/#dataloader
Cela permet d'appeler le problème SQL défini par la fonction fetch dans UserLoader et TodoLoader en attendant un maximum de 1 milliseconde ou lorsqu'un maximum de 100 identifiants sont accumulés.
graph/dataloaders.go
package graph
import (
"context"
"log"
"net/http"
"strconv"
"strings"
"time"
"github.com/jmoiron/sqlx"
"github.com/sky0621/study-gqlgen/dataloaders/graph/model"
)
const loadersKey = "dataLoaders"
type Loaders struct {
UsersByIDs UserLoader
TodosByUserIDs TodoLoader
}
func Middleware(conn *sqlx.DB, next http.Handler) http.Handler {
return http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
ctx := context.WithValue(r.Context(), loadersKey, &Loaders{
UsersByIDs: UserLoader{
maxBatch: 100,
wait: 1 * time.Millisecond,
//En raison de l'attente jusqu'à 1 milliseconde, ou une tranche d'id pour jusqu'à 100 requêtes GraphQL est passée sous le nom ids.
fetch: func(ids []int64) ([]*model.User, []error) {
if len(ids) == 0 {
return nil, nil
}
sql := "SELECT * FROM user WHERE id IN (" + toPKs(ids) + ")"
log.Print(sql)
var users []*model.User
if err := conn.SelectContext(r.Context(), &users, sql); err != nil {
log.Print(err)
return nil, []error{err}
}
//Vous devez mapper les données pour chaque identifiant dans les identifiants.
userById := map[int64]*model.User{}
for _, user := range users {
userById[user.ID] = user
}
results := make([]*model.User, len(ids))
for i, id := range ids {
results[i] = userById[id]
}
return results, nil
},
},
TodosByUserIDs: TodoLoader{
maxBatch: 100,
wait: 1 * time.Millisecond,
//En raison de l'attente jusqu'à 1 milliseconde, ou une tranche d'id pour jusqu'à 100 requêtes GraphQL est passée sous le nom ids.
fetch: func(userIDs []int64) ([][]*model.Todo, []error) {
if len(userIDs) == 0 {
return nil, nil
}
sql := "SELECT * FROM todo WHERE user_id IN (" + toPKs(userIDs) + ")"
log.Print(sql)
var todos []*model.Todo
if err := conn.SelectContext(r.Context(), &todos, sql); err != nil {
log.Print(err)
return nil, []error{err}
}
//Vous devez mapper les données pour chaque identifiant dans les identifiants.
todoByUserId := map[int64][]*model.Todo{}
for _, todo := range todos {
todoByUserId[todo.UserID] = append(todoByUserId[todo.UserID], todo)
}
results := make([][]*model.Todo, len(userIDs))
for i, id := range userIDs {
results[i] = todoByUserId[id]
}
return results, nil
},
},
})
r = r.WithContext(ctx)
next.ServeHTTP(w, r)
})
}
func For(ctx context.Context) *Loaders {
return ctx.Value(loadersKey).(*Loaders)
}
func toPKs(ids []int64) string {
//Convertir les identifiants en une forme pouvant être spécifiée dans la clause IN d'une instruction SQL
var pks []string
for _, id := range ids {
pks = append(pks, strconv.FormatInt(id, 10))
}
return strings.Join(pks, ",")
}
Résolveur
Avant d'utiliser dataloader, j'ai écrit une émission SQL pour l'acquisition ToDo pour chaque utilisateur dans chacune des fonctions suivantes, mais comme j'ai mis la logique du côté du chargeur de données, l'intérieur du résolveur est simple comme suit. devenir.
go:graph/schema.resolvers.go(Extrait uniquement pour les pièces différentes de celles avant l'utilisation du chargeur de données)
func (r *userResolver) Todos(ctx context.Context, obj *model.User) ([]*model.Todo, error) {
if obj == nil {
return []*model.Todo{}, nil
}
return For(ctx).TodosByUserIDs.Load(obj.ID)
}
func (r *todoResolver) User(ctx context.Context, obj *model.Todo) (*model.User, error) {
if obj == nil {
return nil, nil
}
return For(ctx).UsersByIDs.Load(obj.UserID)
}
Contrôle de fonctionnement
La requête et les résultats sont les mêmes qu'avant d'utiliser dataloader, donc seul le résultat de l'émission SQL. Dans ce cas, quel que soit le nombre de tâches ou d'utilisateurs qui augmentent, le nombre de problèmes SQL n'augmentera pas en conséquence.
■ users (avec la demande todos)
2020/10/23 02:33:03 SELECT * FROM user
2020/10/23 02:33:03 SELECT * FROM todo WHERE user_id IN (5,1,3,4,2)
■ to dos (avec la demande des utilisateurs)
2020/10/23 02:33:59 SELECT * FROM todo
2020/10/23 02:33:59 SELECT * FROM user WHERE id IN (5,1,2,3,4)
Sommaire
En premier lieu, il est impossible d'émettre SQL pour chaque information parent afin d'acquérir les informations qui lui sont associées et les informations de la hiérarchie enfant, mais il semble qu'un tel problème N + 1 existe depuis longtemps. La plupart du temps, les frameworks que vous utilisez souvent dans votre langage fournissent des solutions sous forme de bibliothèques, donc vous n'en avez peut-être pas conscience.
Au fait, si vous vous habituez à la génération automatique par Dataloader, ce ne sera pas un problème, mais que faire avec le type de clé (bien que la partie importante soit la génération automatique) et si la valeur de retour de la fonction est un pointeur Au début, il y a beaucoup de confusion car il faut décider comment l'utiliser, par exemple s'il faut le découper.
J'ai épuisé mes efforts pour répondre à autant de requêtes complexes que possible en raison de la référence circulaire de la structure du schéma, je saisis donc une autre occasion.
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