server/app.py

@@ -16,14 +16,14 @@ from server.enrichment import DatasetEnrichment
 from server.exceptions import NotAuthorisedException, NotExistentDatasetException
 from server.db.database import PostgresConnector
 from server.auth import AuthManager
-from server.utils import get_request_filters, get_dataset_and_validate
+from server.datasets import DatasetManager
+from server.utils import get_request_filters
 
 import pandas as pd
 import traceback
 import json
 
 app = Flask(__name__)
-db = PostgresConnector()
 
 # Env Variables
 load_dotenv()
@@ -40,11 +40,12 @@ app.config["JWT_ACCESS_TOKEN_EXPIRES"] = jwt_access_token_expires
 
 bcrypt = Bcrypt(app)
 jwt = JWTManager(app)
+
+db = PostgresConnector()
 auth_manager = AuthManager(db, bcrypt)
-
+dataset_manager = DatasetManager(db)
 stat_gen = StatGen()
 
-
 @app.route("/register", methods=["POST"])
 def register_user():
     data = request.get_json()
@@ -132,10 +133,8 @@ def upload_data():
 
         processor = DatasetEnrichment(posts_df, topics)
         enriched_df = processor.enrich()
-        dataset_id = db.save_dataset_info(
+        dataset_id = dataset_manager.save_dataset_info(current_user, f"dataset_{current_user}", topics)
-            current_user, f"dataset_{current_user}", topics
+        dataset_manager.save_dataset_content(dataset_id, enriched_df)
-        )
-        db.save_dataset_content(dataset_id, enriched_df)
 
         return jsonify(
             {
@@ -154,7 +153,8 @@ def upload_data():
 @jwt_required()
 def get_dataset(dataset_id):
     try:
-        dataset_content = get_dataset_and_validate(dataset_id, db)
+        user_id = get_jwt_identity()
+        dataset_content = dataset_manager.get_dataset_and_validate(dataset_id, int(user_id))
         filters = get_request_filters()
         filtered_dataset = stat_gen.filter_dataset(dataset_content, filters)
         return jsonify(filtered_dataset), 200
@@ -171,7 +171,8 @@ def get_dataset(dataset_id):
 @jwt_required()
 def content_endpoint(dataset_id):
     try:
-        dataset_content = get_dataset_and_validate(dataset_id, db)
+        user_id = get_jwt_identity()
+        dataset_content = dataset_manager.get_dataset_and_validate(dataset_id, int(user_id))
         filters = get_request_filters()
         return jsonify(stat_gen.get_content_analysis(dataset_content, filters)), 200
     except NotAuthorisedException:
@@ -187,7 +188,8 @@ def content_endpoint(dataset_id):
 @jwt_required()
 def get_summary(dataset_id):
     try:
-        dataset_content = get_dataset_and_validate(dataset_id, db)
+        user_id = get_jwt_identity()
+        dataset_content = dataset_manager.get_dataset_and_validate(dataset_id, int(user_id))
         filters = get_request_filters()
         return jsonify(stat_gen.summary(dataset_content, filters)), 200
     except NotAuthorisedException:
@@ -203,7 +205,8 @@ def get_summary(dataset_id):
 @jwt_required()
 def get_time_analysis(dataset_id):
     try:
-        dataset_content = get_dataset_and_validate(dataset_id, db)
+        user_id = get_jwt_identity()
+        dataset_content = dataset_manager.get_dataset_and_validate(dataset_id, int(user_id))
         filters = get_request_filters()
         return jsonify(stat_gen.get_time_analysis(dataset_content, filters)), 200
     except NotAuthorisedException:
@@ -219,7 +222,8 @@ def get_time_analysis(dataset_id):
 @jwt_required()
 def get_user_analysis(dataset_id):
     try:
-        dataset_content = get_dataset_and_validate(dataset_id, db)
+        user_id = get_jwt_identity()
+        dataset_content = dataset_manager.get_dataset_and_validate(dataset_id, int(user_id))
         filters = get_request_filters()
         return jsonify(stat_gen.get_user_analysis(dataset_content, filters)), 200
     except NotAuthorisedException:
@@ -235,7 +239,8 @@ def get_user_analysis(dataset_id):
 @jwt_required()
 def get_cultural_analysis(dataset_id):
     try:
-        dataset_content = get_dataset_and_validate(dataset_id, db)
+        user_id = get_jwt_identity()
+        dataset_content = dataset_manager.get_dataset_and_validate(dataset_id, int(user_id))
         filters = get_request_filters()
         return jsonify(stat_gen.get_cultural_analysis(dataset_content, filters)), 200
     except NotAuthorisedException:
@@ -251,7 +256,8 @@ def get_cultural_analysis(dataset_id):
 @jwt_required()
 def get_interaction_analysis(dataset_id):
     try:
-        dataset_content = get_dataset_and_validate(dataset_id, db)
+        user_id = get_jwt_identity()
+        dataset_content = dataset_manager.get_dataset_and_validate(dataset_id, int(user_id))
         filters = get_request_filters()
         return jsonify(stat_gen.get_interactional_analysis(dataset_content, filters)), 200
     except NotAuthorisedException:

server/auth.py

@@ -6,19 +6,28 @@ class AuthManager:
         self.db = db
         self.bcrypt = bcrypt
 
+    # private
+    def _save_user(self, username, email, password_hash):
+        query = """
+            INSERT INTO users (username, email, password_hash)
+            VALUES (%s, %s, %s)
+        """
+        self.db.execute(query, (username, email, password_hash))
+
+    # public
     def register_user(self, username, email, password):
         hashed_password = self.bcrypt.generate_password_hash(password).decode("utf-8")
 
-        if self.db.get_user_by_email(email):
+        if self.get_user_by_email(email):
             raise ValueError("Email already registered")
         
-        if self.db.get_user_by_username(username):
+        if self.get_user_by_username(username):
             raise ValueError("Username already taken")
 
-        self.db.save_user(username, email, hashed_password)
+        self._save_user(username, email, hashed_password)
 
     def authenticate_user(self, username, password):
-        user = self.db.get_user_by_username(username)
+        user = self.get_user_by_username(username)
         if user and self.bcrypt.check_password_hash(user['password_hash'], password):
             return user
         return None
@@ -27,3 +36,13 @@ class AuthManager:
         query = "SELECT id, username, email FROM users WHERE id = %s"
         result = self.db.execute(query, (user_id,), fetch=True)
         return result[0] if result else None
+    
+    def get_user_by_username(self, username) -> dict:
+        query = "SELECT id, username, email, password_hash FROM users WHERE username = %s"
+        result = self.db.execute(query, (username,), fetch=True)
+        return result[0] if result else None
+    
+    def get_user_by_email(self, email) -> dict:
+        query = "SELECT id, username, email, password_hash FROM users WHERE email = %s"
+        result = self.db.execute(query, (email,), fetch=True)
+        return result[0] if result else None

server/datasets.py

@@ -0,0 +1,104 @@
+import pandas as pd
+from server.db.database import PostgresConnector
+from psycopg2.extras import Json
+from server.exceptions import NotAuthorisedException
+from flask_jwt_extended import get_jwt_identity
+
+class DatasetManager:
+    def __init__(self, db: PostgresConnector):
+        self.db = db
+
+    def get_dataset_and_validate(self, dataset_id: int, user_id: int) -> pd.DataFrame:
+        dataset_info = self.get_dataset_info(dataset_id)
+
+        if dataset_info.get("user_id") != user_id:
+            raise NotAuthorisedException("This user is not authorised to access this dataset")
+        
+        return self.get_dataset_content(dataset_id)
+
+    def get_dataset_content(self, dataset_id: int) -> pd.DataFrame:
+        query = "SELECT * FROM events WHERE dataset_id = %s"
+        result = self.db.execute(query, (dataset_id,), fetch=True)
+        return pd.DataFrame(result)
+    
+    def get_dataset_info(self, dataset_id: int) -> dict:
+        query = "SELECT * FROM datasets WHERE id = %s"
+        result = self.db.execute(query, (dataset_id,), fetch=True)
+        return result[0] if result else None
+    
+    def save_dataset_info(self, user_id: int, dataset_name: str, topics: dict) -> int:
+            query = """
+                INSERT INTO datasets (user_id, name, topics)
+                VALUES (%s, %s, %s)
+                RETURNING id
+            """
+            result = self.db.execute(query, (user_id, dataset_name, Json(topics)), fetch=True)
+            return result[0]["id"] if result else None
+
+    def get_dataset_content(self, dataset_id: int) -> pd.DataFrame:
+        query = "SELECT * FROM events WHERE dataset_id = %s"
+        result = self.db.execute(query, (dataset_id,), fetch=True)
+        return pd.DataFrame(result)
+
+    def save_dataset_content(self, dataset_id: int, event_data: pd.DataFrame):
+        if event_data.empty:
+            return
+
+        query = """
+            INSERT INTO events (
+                dataset_id,
+                type,
+                parent_id,
+                author,
+                content,
+                timestamp,
+                date,
+                dt,
+                hour,
+                weekday,
+                reply_to,
+                source,
+                topic,
+                topic_confidence,
+                ner_entities,
+                emotion_anger,
+                emotion_disgust,
+                emotion_fear,
+                emotion_joy,
+                emotion_sadness
+            )
+            VALUES (
+                %s, %s, %s, %s, %s,
+                %s, %s, %s, %s, %s,
+                %s, %s, %s, %s, %s,
+                %s, %s, %s, %s, %s
+            )
+        """
+
+        values = [
+            (
+                dataset_id,
+                row["type"],
+                row["parent_id"],
+                row["author"],
+                row["content"],
+                row["timestamp"],
+                row["date"],
+                row["dt"],
+                row["hour"],
+                row["weekday"],
+                row.get("reply_to"),
+                row["source"],
+                row.get("topic"),
+                row.get("topic_confidence"),
+                Json(row["ner_entities"]) if row.get("ner_entities") else None,
+                row.get("emotion_anger"),
+                row.get("emotion_disgust"),
+                row.get("emotion_fear"),
+                row.get("emotion_joy"),
+                row.get("emotion_sadness"),
+            )
+            for _, row in event_data.iterrows()
+        ]
+
+        self.db.execute_batch(query, values)

server/db/database.py

@@ -27,112 +27,13 @@ class PostgresConnector:
                 return cursor.fetchall()
             self.connection.commit()
 
-    def executemany(self, query, param_list) -> list:
+    def execute_batch(self, query, values):
-        with self.connection.cursor(cursor_factory=RealDictCursor) as cursor:
-            cursor.executemany(query, param_list)
-            self.connection.commit()
-
-    ## User Management Methods
-    def save_user(self, username, email, password_hash):
-        query = """
-            INSERT INTO users (username, email, password_hash)
-            VALUES (%s, %s, %s)
-        """
-        self.execute(query, (username, email, password_hash))
-
-    def get_user_by_username(self, username) -> dict:
-        query = "SELECT id, username, email, password_hash FROM users WHERE username = %s"
-        result = self.execute(query, (username,), fetch=True)
-        return result[0] if result else None
-    
-    def get_user_by_email(self, email) -> dict:
-        query = "SELECT id, username, email, password_hash FROM users WHERE email = %s"
-        result = self.execute(query, (email,), fetch=True)
-        return result[0] if result else None
-    
-    # Dataset Management Methods
-    def save_dataset_info(self, user_id: int, dataset_name: str, topics: dict) -> int:
-        query = """
-            INSERT INTO datasets (user_id, name, topics)
-            VALUES (%s, %s, %s)
-            RETURNING id
-        """
-        result = self.execute(query, (user_id, dataset_name, Json(topics)), fetch=True)
-        return result[0]["id"] if result else None
-
-    def save_dataset_content(self, dataset_id: int, event_data: pd.DataFrame):
-        query = """
-            INSERT INTO events (
-                dataset_id,
-                type,
-                parent_id,
-                author,
-                content,
-                timestamp,
-                date,
-                dt,
-                hour,
-                weekday,
-                reply_to,
-                source,
-                topic,
-                topic_confidence,
-                ner_entities,
-                emotion_anger,
-                emotion_disgust,
-                emotion_fear,
-                emotion_joy,
-                emotion_sadness
-            )
-            VALUES (
-                %s, %s, %s, %s, %s,
-                %s, %s, %s, %s, %s,
-                %s, %s, %s, %s, %s,
-                %s, %s, %s, %s, %s
-            )
-        """
-
-        values = []
-
-        for _, row in event_data.iterrows():
-            values.append((
-                dataset_id,
-                row["type"],
-                row["parent_id"],
-                row["author"],
-                row["content"],
-                row["timestamp"],
-                row["date"],
-                row["dt"],
-                row["hour"],
-                row["weekday"],
-                row.get("reply_to"),
-                row["source"],
-                row.get("topic"),
-                row.get("topic_confidence"),
-                Json(row["ner_entities"]) if row.get("ner_entities") else None,
-                row.get("emotion_anger"),
-                row.get("emotion_disgust"),
-                row.get("emotion_fear"),
-                row.get("emotion_joy"),
-                row.get("emotion_sadness"),
-            ))
-
-        
         with self.connection.cursor(cursor_factory=RealDictCursor) as cursor:
             execute_batch(cursor, query, values)
             self.connection.commit()
 
-    def get_dataset_content(self, dataset_id: int) -> pd.DataFrame:
-        query = "SELECT * FROM events WHERE dataset_id = %s"
-        result = self.execute(query, (dataset_id,), fetch=True)
-        return pd.DataFrame(result)
-    
-    def get_dataset_info(self, dataset_id: int) -> dict:
-        query = "SELECT * FROM datasets WHERE id = %s"
-        result = self.execute(query, (dataset_id,), fetch=True)
-        return result[0] if result else None
 
+    ## User Management Methods
     def close(self):
         if self.connection:
             self.connection.close()

server/utils.py

@@ -1,10 +1,5 @@
 import datetime
-import pandas as pd
-
 from flask import request
-from flask_jwt_extended import get_jwt_identity
-from server.db.database import PostgresConnector
-from server.exceptions import NotAuthorisedException
 
 def parse_datetime_filter(value):
     if not value:
@@ -53,12 +48,3 @@ def get_request_filters() -> dict:
         filters["data_sources"] = data_sources
 
     return filters
-
-def get_dataset_and_validate(dataset_id: int, db: PostgresConnector) -> pd.DataFrame:
-    current_user = get_jwt_identity()
-    dataset = db.get_dataset_info(dataset_id)
-
-    if dataset.get("user_id") != int(current_user):
-        raise NotAuthorisedException("This user is not authorised to access this dataset")
-    
-    return db.get_dataset_content(dataset_id)