Refactoring part 2

Necessary changes to ensure correct working of eveai_app

common/celery_config.py

@@ -0,0 +1,32 @@
+from celery import Celery
+from kombu import Queue
+
+
+def init_celery(celery, app):
+    celery_config = {
+        'task_serializer': app.config.get('CELERY_TASK_SERIALIZER', 'json'),
+        'result_serializer': app.config.get('CELERY_RESULT_SERIALIZER', 'json'),
+        'accept_content': app.config.get('CELERY_ACCEPT_CONTENT', ['json']),
+        'timezone': app.config.get('CELERY_TIMEZONE', 'UTC'),
+        'enable_utc': app.config.get('CELERY_ENABLE_UTC', True),
+    }
+    celery.conf.update(**celery_config)
+
+    # Setting up Celery task queues
+    celery.conf.task_queues = (
+        Queue('embeddings', routing_key='embeddings.key', queue_arguments={'x-max-priority': 10}),
+        Queue('llm_interactions', routing_key='llm_interactions.key', queue_arguments={'x-max-priority': 5}),
+    )
+
+    # Ensuring tasks execute with Flask application context
+    class ContextTask(celery.Task):
+        def __call__(self, *args, **kwargs):
+            with app.app_context():
+                return self.run(*args, **kwargs)
+
+    celery.Task = ContextTask
+
+
+def make_celery(app_name, config):
+    celery = Celery(app_name, broker=config['CELERY_BROKER_URL'], backend=config['CELERY_RESULT_BACKEND'])
+    return celery

common/utils/security.py

@@ -1,5 +1,5 @@
 from flask import session
-from common.models import User, Tenant
+from common.models.user import Tenant
 
 
 # Definition of Trigger Handlers

config/config.py

@@ -46,24 +46,11 @@ class Config(object):
 
     # Celery settings
     CELERY_TASK_SERIALIZER = 'json'
+    CELERY_RESULT_SERIALIZER = 'json'
     CELERY_ACCEPT_CONTENT = ['json']
     CELERY_TIMEZONE = 'UTC'
     CELERY_ENABLE_UTC = True
 
-    # Define multiple queues
-    CELERY_TASK_QUEUES = {
-        'embeddings': {
-            'exchange': 'embeddings',
-            'routing_key': 'embeddings.key',
-            'queue_arguments': {'x-max-priority': 10}
-        },
-        'llm_interactions': {
-            'exchange': 'llm_interactions',
-            'routing_key': 'llm_interactions.key',
-            'queue_arguments': {'x-max-priority': 5}
-        }
-    }
-
 
 class DevConfig(Config):
     DEVELOPMENT = True

eveai_app/__init__.py

@@ -11,8 +11,7 @@ from common.models.user import User, Role
 from config.logging_config import LOGGING
 from common.utils.security import set_tenant_session_data
 from .errors import register_error_handlers
-from eveai_workers.celery_utils import init_celery
+from common.celery_config import make_celery, init_celery
-
 
 def create_app(config_file=None):
     app = Flask(__name__)
@@ -31,8 +30,11 @@ def create_app(config_file=None):
     logging.config.dictConfig(LOGGING)
     register_extensions(app)
 
-    # Initialize celery
+    app.celery = make_celery(app.name, app.config)
-    init_celery(app)
+    init_celery(app.celery, app)
+
+    print(app.celery.conf.broker_url)
+    print(app.celery.conf.result_backend)
 
     # Setup Flask-Security-Too
     user_datastore = SQLAlchemyUserDatastore(db, User, Role)

eveai_app/views/document_views.py

@@ -6,11 +6,10 @@ from sqlalchemy import desc
 from sqlalchemy.orm import joinedload
 from werkzeug.utils import secure_filename
 
-from common.models import Document, DocumentLanguage, DocumentVersion
+from common.models.document import Document, DocumentLanguage, DocumentVersion
 from common.extensions import db
 from .document_forms import AddDocumentForm
 from common.utils.middleware import mw_before_request
-from eveai_workers.tasks import create_embeddings
 
 
 document_bp = Blueprint('document_bp', __name__, url_prefix='/document')
@@ -70,11 +69,14 @@ def add_document():
         if error is None:
             flash('Document added successfully.', 'success')
             upload_file_for_version(new_doc_vers, file, extension)
-            create_embeddings.delay(tenant_id=session['tenant']['id'],
+            task = current_app.celery.send_task('tasks.create_embeddings', args=[
-                                    document_version_id=new_doc_vers.id,
+                session['tenant']['id'],
-                                    default_embedding_model=session['default_embedding_model'])
+                new_doc_vers.id,
+                session['default_embedding_model'],
+            ])
             current_app.logger.info(f'Document processing started for tenant {session["tenant"]["id"]}, '
-                                    f'Document Version {new_doc_vers.id}')
+                                    f'Document Version {new_doc_vers.id}, '
+                                    f'Task ID {task.id}')
             print('Processing should start soon')
         else:
             flash('Error adding document.', 'error')

eveai_app/views/user_forms.py

@@ -3,7 +3,7 @@ from flask_wtf import FlaskForm
 from wtforms import (StringField, PasswordField, BooleanField, SubmitField, EmailField, IntegerField, DateField,
                      SelectField, SelectMultipleField, FieldList, FormField)
 from wtforms.validators import DataRequired, Length, Email, NumberRange, Optional
-from common.models import Role
+from common.models.user import Role
 
 
 class TenantForm(FlaskForm):

eveai_app/views/user_views.py

@@ -4,7 +4,7 @@ from datetime import datetime as dt, timezone as tz
 from flask import request, redirect, url_for, flash, render_template, Blueprint, session, current_app
 from flask_security import hash_password, roles_required, roles_accepted
 
-from common.models import User, Tenant, Role
+from common.models.user import User, Tenant, Role
 from common.extensions import db
 from .user_forms import TenantForm, CreateUserForm, EditUserForm
 from common.utils.database import Database

eveai_workers/tasks.py

@@ -5,7 +5,7 @@ import os
 from celery import shared_task
 
 from common.utils.database import Database
-from common.models import DocumentVersion, EmbeddingMistral, EmbeddingSmallOpenAI
+from common.models.document import DocumentVersion, EmbeddingMistral, EmbeddingSmallOpenAI
 from eveai_app import db
 
 

scripts/run_flask_server.py

@@ -3,7 +3,6 @@ from gevent.pywsgi import WSGIServer
 
 
 app = create_app()
-celery_app = app.extensions['celery']
 
 if __name__ == '__main__':
     print("Server starting on port 5000")