Fixed stuff

model_service/model/default.py

@@ -4,6 +4,5 @@ from sqlalchemy.dialects.postgresql import UUID
 
 
 class Default(db.Model):
-    id = db.Column(db.Integer, primary_key=True, auto_increment=True)
+    aimodel_id = db.Column(UUID(as_uuid=True), db.ForeignKey("ai_model.id"), nullable=False, primary_key=True)
-#    aimodel_id = db.Column(UUID(as_uuid=True), db.ForeignKey("AIModel.id"), nullable=False)
+    aimodel = db.relationship("AIModel", backref=db.backref("default", lazy=True, cascade="save-update, merge, delete, delete-orphan"))
- #   aimodel = db.relationship("AIModel", backref=db.backref("default", lazy=True))

model_service/schemas/aimodel_schema.py

@@ -5,5 +5,11 @@ from model import AIModel
 
 
 class AIModelSchema(ModelSchema):
+
+    default = fields.Method("boolize_default", dump_only=True)
+
+    def boolize_default(self, ai_model) -> bool:
+        return bool(ai_model.default)
+
     class Meta:
         model = AIModel

model_service/schemas/default_schema.py

@@ -1,7 +1,6 @@
 #!/usr/bin/env python3
-from marshmallow import fields
+from marshmallow import fields, Schema
-from marshmallow_sqlalchemy import ModelSchema
 
 
-class DefaultSchema(ModelSchema):
+class DefaultSchema(Schema):
     id = fields.UUID()

model_service/views/model_view.py

@@ -104,29 +104,29 @@ class ModelView(FlaskView):
         else:
             m = AIModel.query.fiter_by(id=_id).first_or_404()
 
-        try:
+        return "asd"
-            data = storage.connection.get_object(current_app.config['MINIO_BUCKET_NAME'], str(m.id))
-        except NoSuchKey:
-            abort(500, "The ID is stored in the database but not int the Object Store")
-
-        return Response(data.stream(), mimetype=data.headers['Content-type'])
 
     @route('<_id>/details')
     def get_details(self, _id: str):
 
         if _id == "$default":
             default = Default.query.first_or_404()  # TODO: Kitalálni, hogy inkább a latestestest-el térjen-e vissza
-            m = default.default
+            m = default.aimodel
         else:
-            m = AIModel.query.fiter_by(id=_id).first_or_404()
+            m = AIModel.query.filter_by(id=_id).first_or_404()
 
         return jsonify(self.aimodel_schema.dump(m))
 
     def delete(self, _id: str):
 
-        m = AIModel.query.fiter_by(id=_id).first_or_404()
+        if _id == '$default':
+            default = Default.query.first_or_404()
+            m = default.aimodel
+        else:
+            m = AIModel.query.fiter_by(id=_id).first_or_404()
 
-        storage.connection.remove_object(current_app.config['MINIO_BUCKET_NAME'], m.id)
+        storage.connection.remove_object(current_app.config['MINIO_MODEL_BUCKET_NAME'], str(m.id))
+        storage.connection.remove_object(current_app.config['MINIO_MEANS_BUCKET_NAME'], str(m.id))
 
         db.session.delete(m)
         db.session.commit()
@@ -138,14 +138,14 @@ class ModelView(FlaskView):
     def put_default(self):
 
         try:
-            req = self.default_schema.load(request.json())
+            req = self.default_schema.load(request.json)
         except ValidationError as e:
             abort(404, str(e))
 
-        m = AIModel.query.fiter_by(id=req['id']).first_or_404()
+        m = AIModel.query.filter_by(id=req['id']).first_or_404()
 
         Default.query.delete()
-        new_default = Default(m)
+        new_default = Default(aimodel=m)
         db.session.add(new_default)
         db.session.commit()
 

requirements.txt

@@ -16,4 +16,5 @@ numpy
 eyed3
 pydub
 scipy
-matplotlib
+matplotlib
+sklearn