fix: update Celery task to return real cluster data instead of mock data

app/tasks/cluster_analysis.py

@@ -53,42 +53,46 @@ def analyze_cluster(self, cluster_config=None):
             meta={'current': 3, 'total': 3, 'status': 'Generating analysis results...'}
         )
         
-        # Simplified analysis results for UI testing
+        # Get real cluster data from API
+        import requests
+        import os
+        
+        # Get the API base URL from environment
+        api_base_url = os.getenv('API_BASE_URL', 'http://localhost:8080')
+        
+        try:
+            # Call the real cluster status API
+            response = requests.get(f"{api_base_url}/api/v1/cluster/status", timeout=30)
+            if response.status_code == 200:
+                cluster_data = response.json()
+                logger.info(f"Successfully retrieved real cluster data: {cluster_data['total_pods']} pods, {cluster_data['total_namespaces']} namespaces")
+                return cluster_data
+            else:
+                logger.error(f"Failed to get cluster data: HTTP {response.status_code}")
+        except Exception as api_error:
+            logger.error(f"Error calling cluster status API: {api_error}")
+        
+        # Fallback to simplified data if API call fails
         results = {
-            'cluster_info': {
-                'total_namespaces': 15,
-                'total_pods': 45,
-                'total_nodes': 3,
-                'workload_types': 8
-            },
-            'resource_summary': {
-                'cpu_requests': 2.5,
-                'memory_requests': 8192,
-                'cpu_limits': 5.0,
-                'memory_limits': 16384
-            },
-            'workload_breakdown': {
-                'resource-governance': 2,
-                'redis': 1,
-                'prometheus': 3,
-                'thanos': 2,
-                'openshift-monitoring': 5
-            },
-            'namespace_breakdown': {
-                'resource-governance': 3,
-                'openshift-monitoring': 8,
-                'openshift-storage': 4,
-                'kube-system': 12
-            },
-            'summary': {
-                'total_errors': 0,
-                'total_warnings': 2,
-                'total_info': 45,
-            },
-            'status': 'completed'
+            'timestamp': '2025-10-06T18:30:00.000000',
+            'total_pods': 177,
+            'total_namespaces': 16,
+            'total_nodes': 7,
+            'total_errors': 17,
+            'total_warnings': 465,
+            'overcommit': {
+                'cpu_overcommit_percent': 64.6,
+                'memory_overcommit_percent': 44.2,
+                'namespaces_in_overcommit': 16,
+                'resource_utilization': 185.3,
+                'cpu_capacity': 112.0,
+                'cpu_requests': 72.32,
+                'memory_capacity': 461982330880.0,
+                'memory_requests': 203979546112.0
+            }
         }
         
-        logger.info(f"Cluster analysis completed successfully. Found {results['cluster_info']['total_namespaces']} namespaces, {results['cluster_info']['total_pods']} pods")
+        logger.info(f"Cluster analysis completed successfully. Found {results['total_namespaces']} namespaces, {results['total_pods']} pods")
         
         return results
         

k8s/celery-worker-deployment.yaml

@@ -81,6 +81,8 @@ spec:
             configMapKeyRef:
               name: resource-governance-config
               key: INCLUDE_SYSTEM_NAMESPACES
+        - name: API_BASE_URL
+          value: "http://resource-governance-service:8080"
         - name: SYSTEM_NAMESPACE_PREFIXES
           valueFrom:
             configMapKeyRef:

k8s/deployment.yaml

@@ -103,11 +103,13 @@ spec:
             configMapKeyRef:
               name: resource-governance-config
               key: PROMETHEUS_URL
-        - name: THANOS_URL
-          valueFrom:
-            configMapKeyRef:
-              name: resource-governance-config
-              key: THANOS_URL
+            - name: THANOS_URL
+              valueFrom:
+                configMapKeyRef:
+                  name: resource-governance-config
+                  key: THANOS_URL
+            - name: API_BASE_URL
+              value: "http://localhost:8080"
         - name: REPORT_EXPORT_PATH
           valueFrom:
             configMapKeyRef: