@@ -8,3 +8,31 @@ Applies Machine Learning to perform recommendations:
 
  - Random Forests
  - K Nearest Neighbours
+
+
+
+
+
+
+
+## Documentation
+
+ - Add new user
+
+```
+POST /user
+{
+    id: "user1",
+    age: 30
+}
+```
+
+
+ - Get recommendations
+
+```
+GET /r/{userid}/{nrec}
+
+{userid}: is the userid
+{nrec}: number of recommendations requested
+```

@@ -1,57 +0,0 @@
-package main
-
-import "fmt"
-
-//Color struct, defines the color
-type Color struct{}
-
-var c Color
-
-//DarkGray color
-func (c Color) DarkGray(t string) {
-	fmt.Print("\x1b[30;1m") //dark gray
-	fmt.Println(t)
-	fmt.Print("\x1b[0m") //defaultColor
-}
-
-//Red color
-func (c Color) Red(t string) {
-	fmt.Print("\x1b[31;1m") //red
-	fmt.Println(t)
-	fmt.Print("\x1b[0m") //defaultColor
-}
-
-//Green color
-func (c Color) Green(t string) {
-	fmt.Print("\x1b[32;1m") //green
-	fmt.Println(t)
-	fmt.Print("\x1b[0m") //defaultColor
-}
-
-//Yellow color
-func (c Color) Yellow(t string) {
-	fmt.Print("\x1b[33;1m") //yellow
-	fmt.Println(t)
-	fmt.Print("\x1b[0m") //defaultColor
-}
-
-//Blue color
-func (c Color) Blue(t string) {
-	fmt.Print("\x1b[34;1m") //blue
-	fmt.Println(t)
-	fmt.Print("\x1b[0m") //defaultColor
-}
-
-//Purple color
-func (c Color) Purple(t string) {
-	fmt.Print("\x1b[35;1m") //purple
-	fmt.Println(t)
-	fmt.Print("\x1b[0m") //defaultColor
-}
-
-//Cyan color
-func (c Color) Cyan(t string) {
-	fmt.Print("\x1b[36;1m") //cyan
-	fmt.Println(t)
-	fmt.Print("\x1b[0m") //defaultColor
-}

@@ -0,0 +1,5 @@
+item1
+item2
+item3
+item4
+item5

@@ -5,17 +5,29 @@ "fmt"
 	"log"
 	"net/http"
 
+	mgo "gopkg.in/mgo.v2"
+
 	"github.com/fatih/color"
 )
 
+var userCollection *mgo.Collection
+var itemCollection *mgo.Collection
+
 func main() {
 	fmt.Println("starting")
 
 	//mongodb start
 	readMongodbConfig("./mongodbConfig.json")
-	c := connectMongodb()
-	fmt.Println(c)
+	session, err := getSession()
+	check(err)
+	userCollection = getCollection(session, "users")
+	itemCollection = getCollection(session, "items")
 	color.Green("mongodb connected")
+
+	//read items dataset
+	itemsDataset := readDataset("./itemSamples.data", "\n", ",")
+	items := getItemsFromDataset(itemsDataset)
+	datasetToMongodbIfNotExist(itemCollection, items)
 
 	//http server start
 	readServerConfig("./serverConfig.json")

@@ -7,13 +7,13 @@ "io/ioutil"
 	"log"
 
 	mgo "gopkg.in/mgo.v2"
+	"gopkg.in/mgo.v2/bson"
 )
 
 //MongoConfig stores the configuration of mongodb to connect
 type MongoConfig struct {
-	Ip         string `json:"ip"`
-	Database   string `json:"database"`
-	Collection string `json:"collection"`
+	Ip       string `json:"ip"`
+	Database string `json:"database"`
 }
 
 var mongoConfig MongoConfig
@@ -42,17 +42,9 @@ session.SetMode(mgo.Monotonic, true)
 
 	return session, err
 }
-func getCollection(session *mgo.Session) *mgo.Collection {
+func getCollection(session *mgo.Session, collection string) *mgo.Collection {
 
-	c := session.DB(mongoConfig.Database).C(mongoConfig.Collection)
-	return c
-}
-func connectMongodb() *mgo.Collection {
-	session, err := getSession()
-	if err != nil {
-		log.Fatal(err)
-	}
-	c := getCollection(session)
+	c := session.DB(mongoConfig.Database).C(collection)
 	return c
 }
 
@@ -70,3 +62,39 @@ log.Fatal(err)
 	}
 
 }
+
+func saveItem(c *mgo.Collection, item ItemModel) {
+	//first, check if the item already exists
+	result := ItemModel{}
+	err := c.Find(bson.M{"id": item.ID}).One(&result)
+	if err != nil {
+		//item not found, so let's add a new entry
+		err = c.Insert(item)
+		check(err)
+	} else {
+		/*result.Data = append(result.Data, dataEntry)
+		err = c.Update(bson.M{"id": dataEntry.ContratoCOD}, result)
+		if err != nil {
+			log.Fatal(err)
+		}*/
+	}
+
+}
+
+func saveUser(c *mgo.Collection, user UserModel) {
+	//first, check if the item already exists
+	result := UserModel{}
+	err := c.Find(bson.M{"id": user.ID}).One(&result)
+	if err != nil {
+		//item not found, so let's add a new entry
+		err = c.Insert(user)
+		check(err)
+	} else {
+		/*result.Data = append(result.Data, dataEntry)
+		err = c.Update(bson.M{"id": dataEntry.ContratoCOD}, result)
+		if err != nil {
+			log.Fatal(err)
+		}*/
+	}
+
+}

@@ -1,5 +1,4 @@
 {
     "ip": "127.0.0.1",
-    "database": "goRecommend",
-    "collection": "userHistory"
+    "database": "goRecommend"
 }

@@ -1,6 +1,15 @@
 package main
 
 type UserModel struct {
-	Userid  string
-	History []string
+	ID      string `json:"id"`
+	Age     int    `json:",string"`
+	Actions []string
+}
+type ItemModel struct {
+	ID           string
+	TRecommended int
+	TActed       int
 }
+
+var scores []float64
+var ranking []ItemModel

@@ -0,0 +1,43 @@
+package main
+
+import (
+	"fmt"
+	"io/ioutil"
+	"strings"
+
+	mgo "gopkg.in/mgo.v2"
+)
+
+func readDataset(path string, lineSeparation string, valueSeparation string) [][]string {
+	var dataset [][]string
+	b, err := ioutil.ReadFile(path)
+	check(err)
+	str := string(b)
+	str = strings.Replace(str, "\r", "", -1)
+	lines := strings.Split(str, lineSeparation)
+	for _, v1 := range lines {
+		params := strings.Split(v1, valueSeparation)
+		var datasetLine []string
+		for _, v2 := range params {
+			datasetLine = append(datasetLine, v2)
+		}
+		dataset = append(dataset, datasetLine)
+	}
+	return dataset
+}
+func getItemsFromDataset(dataset [][]string) []ItemModel {
+	var items []ItemModel
+	for _, v := range dataset {
+		var newItem ItemModel
+		newItem.ID = v[0]
+		items = append(items, newItem)
+	}
+	return items
+}
+
+func datasetToMongodbIfNotExist(c *mgo.Collection, items []ItemModel) {
+	fmt.Println(items)
+	for _, item := range items {
+		saveItem(c, item)
+	}
+}

@@ -1,8 +1,11 @@
 package main
 
 import (
+	"encoding/json"
 	"fmt"
 	"net/http"
+
+	"github.com/gorilla/mux"
 )
 
 type Routes []Route
@@ -15,18 +18,45 @@ "/",
 		Index,
 	},
 	Route{
-		"NewImage",
+		"Recommendations",
+		"GET",
+		"/r/{userid}/{nrec}",
+		Recommendations,
+	},
+	Route{
+		"NewUser",
 		"POST",
-		"/image",
-		NewImage,
+		"/user",
+		NewUser,
 	},
 }
 
 //ROUTES
 
 func Index(w http.ResponseWriter, r *http.Request) {
-	fmt.Fprintln(w, "send images to the /image path")
+	fmt.Fprintln(w, "ask for recommendations in /r")
 }
-func NewImage(w http.ResponseWriter, r *http.Request) {
-	fmt.Fprintln(w, "response")
+
+func NewUser(w http.ResponseWriter, r *http.Request) {
+	decoder := json.NewDecoder(r.Body)
+	var newUser UserModel
+	err := decoder.Decode(&newUser)
+	check(err)
+	defer r.Body.Close()
+
+	saveUser(userCollection, newUser)
+
+	fmt.Println(newUser)
+	fmt.Fprintln(w, "new user added: ", newUser.ID)
+}
+func Recommendations(w http.ResponseWriter, r *http.Request) {
+	vars := mux.Vars(r)
+	userid := vars["userid"]
+	nrec := vars["nrec"]
+	fmt.Println(userid)
+	fmt.Println(nrec)
+
+	//now, get recommendations
+
+	fmt.Fprintln(w, "recommendations")
 }

@@ -0,0 +1,15 @@
+echo "------------------"
+echo "[Adding new users]"
+
+echo http http://127.0.0.1:3056/user id="user1" age=23
+http http://127.0.0.1:3056/user id="user1" age=23
+
+echo http http://127.0.0.1:3056/user id="user2" age=32
+http http://127.0.0.1:3056/user id="user2" age=32
+
+echo "------------------"
+
+echo "[Getting recommendations for user]"
+
+echo http http://127.0.0.1:3056/user1/3
+http http://127.0.0.1:3056/r/user1/3