SIENTIAPDE-994

Refactor logging in MLFlow and Gates activities; remove print statement in FormatAndExportPrediction; update data handling in PredictionProcess; delete unused redis-feeder script.

simulator/redis-feeder.py

@@ -1,55 +0,0 @@
-import redis
-import json
-import os
-
-# Redis connection settings
-redis_host = "localhost"
-redis_port = 6379
-
-# Connect to Redis
-r = redis.Redis(host=redis_host, port=redis_port,
-                decode_responses=True, username='default', password='bdnZOpcyiL')
-
-# Define the key pattern to target
-pattern = "slot:opc_tags:*"
-
-# Step 1: Find and delete matching keys
-print("🔍 Searching for keys matching:", pattern)
-for key in r.scan_iter(match=pattern):
-    r.delete(key)
-    print(f"❌ Deleted: {key}")
-
-# Step 2: Insert new data
-# Example new OPC tag data
-new_data = {
-    "slot:opc_tags:1": {
-        "server1": {
-            "name": "server1",
-            "url": "opc.tcp://sientia-opc-simulator-service.sientia-opc.svc.cluster.local:4840",
-            "server_uri": "http://opcua-server.simulator",
-            "tags": {
-                'ns=2;i=2': {
-                    'tag_name': 'Counter',
-                    'frequency': 1000,
-                    'topics': ['opcua', 'counter'],
-                },
-                'ns=2;i=3': {
-                    'tag_name': 'Rollout',
-                    'frequency': 1000,
-                    "topics": ['opcua', 'rollout'],
-                },
-                'ns=2;i=4': {
-                    'tag_name': 'Square',
-                    'frequency': 1000,
-                    "topics": ['opcua'],
-                },
-            }
-        }
-    }
-}
-
-for key, val in new_data.items():
-    r.set(key, json.dumps(val))
-    print(f"✅ Set: {key} -> {val}")
-
-print("🚀 OPC tag keys replaced successfully.")