Add datasets and expand infrastructure for MCP

Added multiple sample datasets to the data/datasets directory. Updated infrastructure Bicep to provision storage, search, and a new MCP container app, including new modules and scripts. Adjusted .gitignore and azure_custom.yaml for new service and environment. Various backend and MCP server files updated for integration with new resources.

Author: Fr4nc3

.gitignore

@@ -125,6 +125,7 @@ celerybeat.pid
 # Environments
 .env
 .venv
+scriptenv
 env/
 venv/
 ENV/

azure_custom.yaml

@@ -13,6 +13,14 @@ services:
     docker:
       image: backend
       remoteBuild: true
+  
+  mcp:
+    project: ./src/mcp_server
+    language: py
+    host: containerapp
+    docker:
+      image: mcp
+      remoteBuild: true
 
   frontend:
     project: ./src/frontend

data/datasets/Competitor_Pricing_Analysis.csv

@@ -0,0 +1,5 @@
+ProductCategory,ContosoAveragePrice,CompetitorAveragePrice
+Dresses,120,100
+Shoes,100,105
+Accessories,60,55
+Sportswear,80,85

data/datasets/Customer_Churn_Analysis.csv

@@ -0,0 +1,6 @@
+ReasonForCancellation,Percentage
+Service Dissatisfaction,40
+Financial Reasons,3
+Competitor Offer,15
+Moving to a Non-Service Area,5
+Other,37

data/datasets/Email_Marketing_Engagement.csv

@@ -0,0 +1,6 @@
+Campaign,Opened,Clicked,Unsubscribed
+Summer Sale,Yes,Yes,No
+New Arrivals,Yes,No,No
+Exclusive Member Offers,No,No,No
+Personal Styling Invite,No,No,No
+Autumn Collection Preview,Yes,Yes,No

data/datasets/Loyalty_Program_Overview.csv

@@ -0,0 +1,2 @@
+TotalPointsEarned,PointsRedeemed,CurrentPointBalance,PointsExpiringNextMonth
+4800,3600,1200,1200

data/datasets/Subscription_benefits_utilization.csv

@@ -0,0 +1,5 @@
+Benefit,UsageFrequency
+Free Shipping,7
+Early Access to Collections,2
+Exclusive Discounts,1
+Personalized Styling Sessions,0

data/datasets/Unauthorized_Access_Attempts.csv

@@ -0,0 +1,4 @@
+Date,IPAddress,Location,SuccessfulLogin
+2023-06-20,192.168.1.1,Home Network,Yes
+2023-07-22,203.0.113.45,Unknown,No
+2023-08-15,198.51.100.23,Office Network,Yes

data/datasets/Warehouse_Incident_Reports.csv

@@ -0,0 +1,4 @@
+Date,IncidentDescription,AffectedOrders
+2023-06-15,Inventory system outage,100
+2023-07-18,Logistics partner strike,250
+2023-08-25,Warehouse flooding due to heavy rain,150

data/datasets/customer_feedback_surveys.csv

@@ -0,0 +1,3 @@
+SurveyID,Date,SatisfactionRating,Comments
+O5678,2023-03-16,5,"Loved the summer dress! Fast delivery."
+O5970,2023-09-13,4,"Happy with the sportswear. Quick delivery."