From b36df03f9a47e5d23888f8896571f6d557bc3c04 Mon Sep 17 00:00:00 2001
From: Quentin Rouland <quentin.rouland@rdrive.ovh>
Date: Sun, 11 Dec 2016 01:03:04 +0100
Subject: [PATCH] mongodb recommendation V1

---
 .../controller/MongoDBController.java         | 108 +++++++++++++++++-
 1 file changed, 106 insertions(+), 2 deletions(-)

diff --git a/src/main/java/com/camillepradel/movierecommender/controller/MongoDBController.java b/src/main/java/com/camillepradel/movierecommender/controller/MongoDBController.java
index ba81bf3..38e1012 100644
--- a/src/main/java/com/camillepradel/movierecommender/controller/MongoDBController.java
+++ b/src/main/java/com/camillepradel/movierecommender/controller/MongoDBController.java
@@ -8,7 +8,10 @@ package com.camillepradel.movierecommender.controller;
 import com.camillepradel.movierecommender.model.Genre;
 import com.camillepradel.movierecommender.model.Movie;
 import com.camillepradel.movierecommender.model.Rating;
+import com.mongodb.AggregationOutput;
+import com.mongodb.BasicDBList;
 import com.mongodb.BasicDBObject;
+import com.mongodb.client.AggregateIterable;
 import com.mongodb.client.FindIterable;
 import com.mongodb.client.MongoCollection;
 import com.mongodb.client.MongoCursor;
@@ -16,6 +19,7 @@ import com.mongodb.client.MongoDatabase;
 import static com.mongodb.client.model.Filters.eq;
 import com.mongodb.client.model.UpdateOptions;
 import java.util.ArrayList;
+import java.util.Arrays;
 import java.util.Calendar;
 import java.util.Date;
 import java.util.HashMap;
@@ -157,8 +161,108 @@ public class MongoDBController implements DBControllerInterface {
     }
 
     public List<Rating> ProcessRecommendationV1(Integer userId) {
-        throw new UnsupportedOperationException("Not supported yet."); //To change body of generated methods, choose Tools | Templates.
-    }
+        MongoDatabase db = MongoDBConnector.getInstance().getConnexion();
+        MongoCollection<Document> users = db.getCollection("users");
+        
+        BasicDBObject project;
+        BasicDBObject match;
+        BasicDBObject sort;
+        BasicDBObject limit;
+        BasicDBObject unwind;
+        BasicDBObject group;
+        
+        project = new BasicDBObject("$project", 
+                new BasicDBObject("moviesid", "$movies.movieid")
+        );
+        
+        match = new BasicDBObject("$match", 
+                new BasicDBObject("_id", new BasicDBObject("$eq", userId))
+        );
+        
+        AggregateIterable<Document> output = users.aggregate(Arrays.asList(project, match));
+        
+        final Document moviesid = output.first();
+        
+        BasicDBList intersectionList = new BasicDBList();
+        intersectionList.add("$movies.movieid" );
+        intersectionList.add( moviesid.get("moviesid") );
+        
+        project = new BasicDBObject("$project", 
+            new BasicDBObject("nbMoviesIntersect", 
+                new BasicDBObject("$size", 
+                    new BasicDBObject("$setIntersection",
+                        intersectionList
+                    )
+                )
+            )
+        );
+        
+        match = new BasicDBObject("$match", 
+                new BasicDBObject("_id", new BasicDBObject("$ne", userId))
+        );
+        
+        sort = new BasicDBObject("$sort", 
+                new BasicDBObject("nbMoviesIntersect", -1)
+        );
+        
+        limit = new BasicDBObject("$limit", 5);
+        
+        output = users.aggregate(Arrays.asList(project, match, sort, limit));
+        
+        Document simUser = output.first();
+        
+        unwind = new BasicDBObject("$unwind", "$movies");
+        
+        match = new BasicDBObject("$match", 
+                new BasicDBObject()
+                .append("_id", simUser.getInteger("_id"))
+                .append("movies.movieid", new BasicDBObject("$nin", moviesid.get("moviesid")))
+        );
+        
+        group = new BasicDBObject("$group",  new BasicDBObject()
+                .append("movies", new BasicDBObject("$push", "$movies"))
+        );
+        
+        sort = new BasicDBObject("$sort", new BasicDBObject("movies.rating",  -1));
+                  
+        output = users.aggregate(Arrays.asList(unwind, match, sort, group));
+        
+        Document listMoviesDiff = output.first();
+        
+        
+        ArrayList<Rating> listRating= new  ArrayList<Rating>();
+        MongoCollection<Document> movies = db.getCollection("movies");
+        MongoCursor<Document> cursor;
+
+        ArrayList<Document> user_movies = (ArrayList) listMoviesDiff.get("movies");
+        BasicDBObject inQuery = new BasicDBObject();
+        HashMap<Integer,Integer> list = new HashMap<Integer,Integer>();
+        for(Document movie : user_movies )
+            list.put(movie.getInteger("movieid"), movie.getInteger("rating"));
+
+        inQuery.put("_id", new BasicDBObject("$in", list.keySet()));
+        cursor = movies.find(inQuery).iterator();
+
+        HashMap<Integer,Rating> hashMoviesRating = new HashMap<Integer,Rating>();
+        while (cursor.hasNext()) {
+            Document movie = cursor.next();
+            String[] genres;
+            genres = movie.getString("genres").split("\\|");
+            ArrayList<Genre> listGenres = new ArrayList<Genre>();
+            for(String genre : genres){
+                listGenres.add(new Genre(1,genre));
+            }
+             hashMoviesRating.put(movie.getInteger("_id"),
+                new Rating(new Movie(movie.getInteger("_id"), movie.getString("title"), listGenres), 
+                             userId, list.get(movie.getInteger("_id"))));
+            
+       }
+       
+        for(Document movie : user_movies )
+            listRating.add(hashMoviesRating.get(movie.getInteger("movieid")));
+        
+        return listRating;
+     }
 
     public List<Rating> ProcessRecommendationV2(Integer userId) {
         throw new UnsupportedOperationException("Not supported yet."); //To change body of generated methods, choose Tools | Templates.