Merge branch 'master' of github.com:ekocbiyik/skyz

backend/skyz/management/commands/test_ai_bayes.py

@@ -0,0 +1,19 @@
+from django.core.management.base import BaseCommand
+from skyz.models.model import TestDataTablosu
+from skyz.rest.bayes_search import BayesSearch
+
+class Command(BaseCommand):
+
+    def handle(self, *args, **kwargs):
+        objects = TestDataTablosu.objects.all()
+        total_object_count = len(objects)
+        succes_rate = 0
+        for test in objects:
+            tmp = test.__dict__
+            response = BayesSearch().post_to_bayes(tmp['content'])
+            if response == tmp['category']:
+                succes_rate += 1
+        print(str(total_object_count)+"/"+str(succes_rate))
+
+
+

backend/skyz/rest/bayes_search.py

@@ -0,0 +1,26 @@
+from rest_framework.views import APIView
+from rest_framework.response import Response
+import requests
+import json
+
+
+class BayesSearch(APIView):
+    bayes_backend_ip = 'http://127.0.0.1:6161/'
+    bayes_api_path = 'api/classify'
+
+    body = {
+        "body": None
+    }
+
+
+    def post(self, request):
+        category = self.post_to_bayes(self.request.data['context'])
+        return Response(category)
+
+    def post_to_bayes(self, content):
+        self.body['body'] = content
+        headers = {'content-type': 'application/json'}
+        f = requests.post(url=self.bayes_backend_ip + self.bayes_api_path, data=json.dumps(self.body), headers=headers)
+        content = json.loads(f.content)
+        category = content['content']
+        return category

backend/skyz/urls.py

@@ -18,12 +18,14 @@
 from skyz.rest.login import Login
 from skyz.rest.elastic_query import ElasticSearch, ElasticInsert
 from skyz.rest.test_date_insert import TestData
+from skyz.rest.bayes_search import BayesSearch
 urlpatterns = [
     url(r'^admin/', admin.site.urls),
     url(r'^login/', Login.as_view()),
     url(r'^api/elasticsearch', ElasticSearch.as_view()),
     url(r'^api/elasticinsert', ElasticInsert.as_view()),
     url(r'^api/testdateinsert', TestData.as_view()),
+    url(r'^api/bayessearch', BayesSearch.as_view()),
 ]
 
 

middleware/AcikHack.iml

@@ -14,7 +14,7 @@
       </configuration>
     </facet>
   </component>
-  <component name="NewModuleRootManager" LANGUAGE_LEVEL="JDK_12">
+  <component name="NewModuleRootManager" LANGUAGE_LEVEL="JDK_13">
     <output url="file://$MODULE_DIR$/target/classes" />
     <output-test url="file://$MODULE_DIR$/target/test-classes" />
     <content url="file://$MODULE_DIR$">