[UPDATE] occs par default

ngram/workflow.py

@@ -6,7 +6,7 @@ from ngram.stop import compute_stop
 from ngram.group import compute_groups
 from gargantext_web.db import get_or_create_node
 from ngram.mapList import compute_mapList
-# from ngram.occurrences import compute_occs
+from ngram.occurrences import compute_occs
 
 from gargantext_web.db import session , Node , NodeNgram
 from admin.utils import WorkflowTracking

parsing/NgramsExtractors/NgramsExtractor.py

-from ..Taggers import TurboTagger #NltkTagger #, 
+from ..Taggers import NltkTagger #, 
 import nltk
 
 
@@ -21,7 +21,7 @@ class NgramsExtractor:
         self.stop()
 
     def start(self):
-        self.tagger = TurboTagger()
+        self.tagger = NltkTagger()
 
     def stop(self):
         pass

parsing/NgramsExtractors/TurboNgramsExtractor.py

 from .NgramsExtractor import NgramsExtractor
-from ..Taggers import TurboTagger #NltkTagger
+from ..Taggers import NltkTagger #TurboTagger 
 
 
 class TurboNgramsExtractor(NgramsExtractor):
 
     def start(self):
-        self.tagger = TurboTagger()
+        self.tagger = NltkTagger()

rest_v1_0/ngrams.py

@@ -91,17 +91,30 @@ class List(APIView):
                     "id": node.id,
                     "name": node.terms,
                     "scores": {
-                        "tfidf": 0
+                        "tfidf": 0,
+                        "occs":0
                     }
                 }
 
         # occ_list = get_or_create_node(nodetype='Occurrences', corpus_id=parent_id).id
         # print( occ_list )
-        tfidf_list = get_or_create_node(nodetype='Tfidf (global)', corpus_id=parent_id).id
-        ngram_tfidf = session.query(NodeNodeNgram.ngram_id,NodeNodeNgram.score).filter( NodeNodeNgram.nodex_id==tfidf_list , NodeNodeNgram.ngram_id.in_( list(ngram_ids.keys()) )).all()
-        for n in ngram_tfidf:
+        try:
+            tfidf_list = get_or_create_node(nodetype='Tfidf (global)', corpus_id=parent_id).id
+            ngram_tfidf = session.query(NodeNodeNgram.ngram_id,NodeNodeNgram.score).filter( NodeNodeNgram.nodex_id==tfidf_list , NodeNodeNgram.ngram_id.in_( list(ngram_ids.keys()) )).all()
+            for n in ngram_tfidf:
+                if n.ngram_id in ngram_ids:
+                    ngram_ids[n.ngram_id]["scores"]["tfidf"] += n.score
+        except:
+            pass
+
+        try:
+        occ_list = get_or_create_node(nodetype='Occurrences', corpus_id=parent_id).id
+        ngram_occs = session.query(NodeNodeNgram.ngram_id,NodeNodeNgram.score).filter( NodeNodeNgram.nodex_id==occ_list , NodeNodeNgram.ngram_id.in_( list(ngram_ids.keys()) )).all()
+        for n in ngram_occs:
             if n.ngram_id in ngram_ids:
-                ngram_ids[n.ngram_id]["scores"]["tfidf"] += n.score
+                ngram_ids[n.ngram_id]["scores"]["occs"] += round(n.score)
+        except:
+            pass
 
         end_ = time.time()
 

static/js/NGrams_dyna_chart_and_table.js

@@ -97,14 +97,16 @@ var LineChart = dc.lineChart("#monthly-move-chart");
 var volumeChart = dc.barChart("#monthly-volume-chart");
 
 
-// Just for Garg
+// Get all projects and corpuses of the user
 function GetUserPortfolio() {
     //http://localhost:8000/api/corpusintersection/1a50317a50145
     var project_id = getIDFromURL("project")
     var corpus_id =  getIDFromURL("corpus")
 
-    if( Object.keys( corpusesList ).length > 0 )
-        return true;
+    if( Object.keys( corpusesList ).length > 0 ) {
+      $('#corpuses').modal('show');
+      return true;
+    }
 
     var query_url = window.location.origin+'/api/userportfolio/project/'+project_id+'/corpuses'
     $.ajax({
@@ -158,8 +160,6 @@ function GetUserPortfolio() {
             });
 
             $('#corpuses').modal('show');
-
-
         },
         error: function(){ 
             pr('Page Not found: TestFunction()');
@@ -167,6 +167,7 @@ function GetUserPortfolio() {
     });
 }
 
+//Getting a corpusB-list and intersecting it with current corpusA-miamlist. 
 function printCorpuses() {
     console.log( "!!!!!!!! in printCorpuses() !!!!!!!! " )
     pr(corpusesList)
@@ -585,6 +586,7 @@ function SaveGlobalChanges_Form( nodes2del) {
   $("#pre_savechanges").modal("show")
 }
 
+// Save changes to all corpusA-lists 
 function SaveLocalChanges() {
 
   console.clear()
@@ -713,7 +715,7 @@ $("#Save_All").click(function(){
   // }
 });
 
-
+// For lists, all http-requests
 function CRUD( parent_id , action , nodes , args , http_method , callback) {
 	var the_url = window.location.origin+"/api/node/"+parent_id+"/ngrams"+action+"/"+nodes.join("+");
 	the_url = the_url.replace(/\/$/, ""); //remove trailing slash
@@ -1060,6 +1062,7 @@ function getIDFromURL( item ) {
 	return pageurl[cid+1];
 }
 
+// For lists, only GET requests
 function GET_( url , callback ) {
 
     $.ajax({
@@ -1107,18 +1110,23 @@ var url = [
 GET_( url[0] , function(result) {
 	// = = = = MIAM = = = = //
 	if(result!=false) {
-    	NGrams["main"] = {
-    		"ngrams": [],
-    		"scores": {
-		        "initial":"tfidf",
-		        "nb_docs":result.length,
-		        "orig_nb_ngrams":1,
-		        "nb_ngrams":result.length,
-		    }
-    	}
+  	NGrams["main"] = {
+  		"ngrams": [],
+  		"scores": {
+	        "initial":"occs",
+	        "nb_docs":result.length,
+	        "orig_nb_ngrams":1,
+	        "nb_ngrams":result.length,
+	    }
+  	}
 
-		for(var i in result) 
+    var occs_sum = 0
+		for(var i in result) {
 			NGrams["main"].ngrams.push(result[i])  
+      occs_sum += result[i].scores.occs
+    }
+    if(occs_sum==0)
+      NGrams["main"]["scores"]["initial"] = "tfidf";
 
 	}
 	// = = = = /MIAM = = = = //

templates/corpus/menu.html

@@ -49,7 +49,7 @@
 								<a class="btn btn-primary btn-lg" role="button" href="/admin/documents/corpus/{{ corpus.id }}/">Add documents</a></p>
 						{% endif %}
 						{% if nb_groups != None and nb_groups > 0 %}
-								<a style="visibility: hidden;" id="share_button" class="btn btn-primary btn-lg" role="button" >Share!!!</a></p>
+								<a id="share_button" class="btn btn-primary btn-lg" role="button" >Share!!!</a></p>
 						{% endif %}
 				</div>
 </div>

tests/ngramstable/views.py

@@ -252,7 +252,7 @@ def graph_share(request, generic=100, specific=100):
 
 
 def node_link_share(request):
-    data = {"hola":"mundo"}
+    data = { "request" : "error" }
     if request.method== 'GET' and "token" in request.GET:
         import json
         le_token = json.loads(request.GET["token"])[0]