update monthlybarchart to extract from db

app/(admin)/adminDashboard/page.tsx

@@ -194,7 +194,7 @@ const AdminDashboard = () => {
 
           </div>
           <div ref={monthlyChartRef} className="pb-5">
-            <MonthlyBarChart siteData={currentSiteDetails} />
+            <MonthlyBarChart siteId={siteIdMap[selectedSite]} />
           </div>
         </div>
 

components/dashboards/MonthlyBarChart.tsx

@@ -1,4 +1,4 @@
-import React from 'react';
+import React, { useEffect, useState } from 'react';
 import {
   BarChart,
   Bar,
@@ -8,61 +8,106 @@ import {
   ResponsiveContainer,
   Legend,
 } from 'recharts';
-import { SiteDetails } from '@/types/SiteData';
+import { format } from 'date-fns';
+import { fetchPowerTimeseries } from '@/app/utils/api';
 
 interface MonthlyBarChartProps {
-    siteData: SiteDetails | null;
+  siteId: string;
 }
 
+interface TimeSeriesEntry {
+  time: string;
+  value: number;
+}
+
+const groupTimeSeries = (
+  data: TimeSeriesEntry[],
+  mode: 'monthly'
+): TimeSeriesEntry[] => {
+  const groupMap = new Map<string, number[]>();
+
+  for (const entry of data) {
+    const date = new Date(entry.time);
+    const key = `${date.getFullYear()}-${String(date.getMonth() + 1).padStart(2, '0')}`;
+    if (!groupMap.has(key)) groupMap.set(key, []);
+    groupMap.get(key)!.push(entry.value);
+  }
+
+  return Array.from(groupMap.entries()).map(([time, values]) => ({
+    time,
+    value: values.reduce((sum, v) => sum + v, 0),
+  }));
+};
+
 const consumptionColor = '#003049';
 const generationColor = '#669bbc';
 
-// Month names for X-axis labels
+const MonthlyBarChart: React.FC<MonthlyBarChartProps> = ({ siteId }) => {
-const MONTHS = [
+  const [chartData, setChartData] = useState<
-    'Jan', 'Feb', 'Mar', 'Apr', 'May', 'Jun',
+    { month: string; consumption: number; generation: number }[]
-    'Jul', 'Aug', 'Sep', 'Oct', 'Nov', 'Dec',
+  >([]);
-];
+  const [loading, setLoading] = useState(true);
 
-const MonthlyBarChart: React.FC<MonthlyBarChartProps> = ({ siteData }) => {
+  useEffect(() => {
-    const chartData = React.useMemo(() => {
+    if (!siteId) return;
-        if (
+
-            !siteData ||
+    const fetchMonthlyData = async () => {
-            siteData.consumptionData.length === 0 ||
+      setLoading(true);
-            siteData.generationData.length === 0
+      const start = '2025-01-01T00:00:00+08:00';
-        ) {
+      const end = '2025-12-31T23:59:59+08:00';
-            return [];
+
+      try {
+        const res = await fetchPowerTimeseries(siteId, start, end);
+
+        const groupedConsumption = groupTimeSeries(res.consumption, 'monthly');
+        const groupedGeneration = groupTimeSeries(res.generation, 'monthly');
+
+        const monthMap = new Map<string, { consumption: number; generation: number }>();
+
+        for (const entry of groupedConsumption) {
+          if (!monthMap.has(entry.time)) {
+            monthMap.set(entry.time, { consumption: 0, generation: 0 });
+          }
+          monthMap.get(entry.time)!.consumption = entry.value;
         }
 
-        // Initialize totals
+        for (const entry of groupedGeneration) {
-        const monthlyData = Array.from({ length: 12 }, (_, month) => ({
+          if (!monthMap.has(entry.time)) {
-            month: MONTHS[month],
+            monthMap.set(entry.time, { consumption: 0, generation: 0 });
-            consumption: 0,
+          }
-            generation: 0,
+          monthMap.get(entry.time)!.generation = entry.value;
+        }
+
+        const formatted = Array.from(monthMap.entries())
+          .sort(([a], [b]) => a.localeCompare(b))
+          .map(([key, val]) => ({
+            month: format(new Date(`${key}-01`), 'MMM'),
+            consumption: val.consumption,
+            generation: val.generation,
           }));
 
-        // Group daily data into months (assume data is in order from Jan 1 to Dec 31)
+        setChartData(formatted.slice(-6)); // last 6 months
-        // Group daily data into months (assume data is in order from Jan 1 to Dec 31)
+      } catch (error) {
-        for (let i = 0; i < siteData.consumptionData.length; i++) {
+        console.error('Failed to fetch monthly power data:', error);
-            const monthIndex = Math.floor(i / 30.42); // Rough approximation
+        setChartData([]);
-            if (monthIndex < 12) {
+      } finally {
-                monthlyData[monthIndex].consumption += siteData.consumptionData[i];
+        setLoading(false);
-                monthlyData[monthIndex].generation += siteData.generationData[i];
-            }
       }
+    };
 
-        // ✅ Only return the last 6 months
+    fetchMonthlyData();
-        return monthlyData.slice(-6);
+  }, [siteId]);
 
-    }, [siteData]);
+  if (loading || !siteId || chartData.length === 0) {
-
-    if (!siteData || chartData.length === 0) {
     return (
       <div className="bg-white p-4 rounded-lg shadow-md dark:bg-gray-800 dark:text-white-light">
         <div className="flex justify-between items-center mb-2">
           <h2 className="text-lg font-bold pb-3">Monthly Energy Yield</h2>
         </div>
         <div className="h-96 w-full flex items-center justify-center">
-                    <p className="text-white/70">No data available for chart. Please select a site.</p>
+          <p className="text-white/70">
+            {loading ? 'Loading data...' : 'No data available for chart.'}
+          </p>
         </div>
       </div>
     );
@@ -91,3 +136,4 @@ const MonthlyBarChart: React.FC<MonthlyBarChartProps> = ({ siteData }) => {
 };
 
 export default MonthlyBarChart;
+