Initial commit of Doormile CRM Mobile with UI modernizations

qdrant/migrate.py

@@ -0,0 +1,84 @@
+import os
+from qdrant_client import QdrantClient
+from qdrant_client.models import PointStruct
+
+# ==========================================
+# 1. SETUP YOUR CONNECTIONS
+# ==========================================
+# Connect to your old Qdrant Cloud (Source)
+cloud_client = QdrantClient(
+    url="https://369d1a18-9eaa-4bf9-be05-115c9f188387.us-west-1-0.aws.cloud.qdrant.io:6333",
+    api_key="eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJhY2Nlc3MiOiJtIiwic3ViamVjdCI6ImFwaS1rZXk6MDY3MmFiZDktOTRhZi00NWMyLWJhZDctNWZlNmI2MTRiZDBkIn0.z_En6ORE7oHyGRxBAAjkho8-b-cqTXbWOPUassDfbYw"
+)
+
+# Connect to your new VPS Server (Destination)
+vps_client = QdrantClient(url="http://66.116.207.225:6333")
+
+# We will loop through both of your collections!
+COLLECTIONS_TO_MIGRATE = ["doormile_clients", "doormile_auth"]
+
+for collection_name in COLLECTIONS_TO_MIGRATE:
+    print(f"\n==========================================")
+    print(f"🚀 Starting migration for: {collection_name}")
+    print(f"==========================================")
+
+    # ==========================================
+    # 2. RECREATE COLLECTION ON VPS
+    # ==========================================
+    try:
+        collection_info = cloud_client.get_collection(collection_name=collection_name)
+    except Exception as e:
+        print(f"Could not find collection '{collection_name}' on cloud. Skipping...")
+        continue
+
+    print(f"Recreating '{collection_name}' on your VPS with identical settings...")
+    vps_client.recreate_collection(
+        collection_name=collection_name,
+        vectors_config=collection_info.config.params.vectors,
+    )
+
+    # ==========================================
+    # 3. TRANSFER THE DATA IN BATCHES
+    # ==========================================
+    batch_size = 100
+    offset = None
+    total_migrated = 0
+
+    print("Starting data transfer...")
+
+    while True:
+        # Fetch a batch of points from the cloud
+        records, offset = cloud_client.scroll(
+            collection_name=collection_name,
+            limit=batch_size,
+            offset=offset,
+            with_payload=True,
+            with_vectors=True
+        )
+        
+        if not records:
+            break
+            
+        # Convert records to PointStruct format
+        points = [
+            PointStruct(
+                id=record.id,
+                vector=record.vector,
+                payload=record.payload
+            )
+            for record in records
+        ]
+        
+        # Upload the batch to your VPS
+        vps_client.upsert(
+            collection_name=collection_name,
+            points=points
+        )
+        
+        total_migrated += len(points)
+        print(f" -> Copied {total_migrated} vectors...")
+        
+        if offset is None:
+            break
+
+print("\n✅ Migration Complete! Both collections are safely on your VPS.")