Restore ForecastView UI, Fix default YTD logic, and Refine Seasonality (Specific > Global fallback)

components/ForecastView.tsx

@@ -147,6 +147,7 @@ const ForecastRow: React.FC<{
     );
 });
 
+
 const ForecastView: React.FC<ForecastViewProps> = ({
     data,
     filters,
@@ -164,7 +165,6 @@ const ForecastView: React.FC<ForecastViewProps> = ({
     const [displayCount, setDisplayCount] = useState(50);
 
     const lastDataMonthIdx = useMemo(() => {
-        // Find the last month with actual data
         let maxDataMonth = 0;
         for (let i = MONTH_ORDER.length - 1; i >= 0; i--) {
             if (data.some(p => (p.monthlyData?.[MONTH_ORDER[i]]?.actualUnits || 0) > 0)) {
@@ -172,12 +172,7 @@ const ForecastView: React.FC<ForecastViewProps> = ({
                 break;
             }
         }
-
-        // Clamp to current month to ensure we don't show future months in "Period" view
-        // This fixes the issue where "Period" shows Annual forecast if there is any stray future data
         const currentMonth = new Date().getMonth(); // 0 for Jan
-        // We assume the data is for the current year if we are in FC 26 view. 
-        // If we want to support past years, we'd need to check the year context, but for now this fixes the user's immediate issue.
         return Math.min(maxDataMonth, currentMonth);
     }, [data]);
 
@@ -185,8 +180,10 @@ const ForecastView: React.FC<ForecastViewProps> = ({
         if (filters.month && filters.month.length > 0) {
             return filters.month.map(m => m.split('-')[0]);
         }
-        return MONTH_ORDER.slice(0, lastDataMonthIdx + 1);
+        // Default to YTD: Current month and all before it this year
-    }, [filters.month, lastDataMonthIdx]);
+        const currentMonthIdx = new Date().getMonth();
+        return MONTH_ORDER.slice(0, currentMonthIdx + 1);
+    }, [filters.month]);
 
     const baseFilteredData = useMemo(() => {
         let result = data;
@@ -198,7 +195,6 @@ const ForecastView: React.FC<ForecastViewProps> = ({
 
     const globalSummary = useMemo(() => {
         return baseFilteredData.reduce((acc, curr) => {
-            // Calculate Forecast Period (YTD) for this item
             const itemPeriodForecast = activeMonths.reduce((sum, month) => {
                 return sum + (curr.monthlyData?.[month]?.forecastUnits || 0);
             }, 0);
@@ -260,26 +256,20 @@ const ForecastView: React.FC<ForecastViewProps> = ({
 
     return (
         <div className="flex flex-col gap-6 animate-fade-in p-6 h-full overflow-hidden">
-            {/* Top Section: Metrics & Graph */}
             <div className="flex flex-col xl:flex-row gap-6 h-[400px] shrink-0">
-                {/* Metrics Cards */}
                 <div className="flex flex-col gap-4 min-w-[300px] xl:w-[25%]">
-                    {/* Annual Forecast */}
                     <div className="bg-slate-900 border border-white/5 p-4 rounded-xl shadow-lg flex-1 flex flex-col justify-center">
                         <span className="text-[10px] font-black text-slate-400 uppercase tracking-widest mb-1">Annual Forecast Total</span>
                         <div className="text-2xl font-black text-white">{(globalSummary.annualForecast || 0).toLocaleString('de-DE')} <span className="text-sm font-bold text-slate-500">Units</span></div>
                     </div>
-                    {/* Period Forecast */}
                     <div className="bg-slate-900 border border-white/5 p-4 rounded-xl shadow-lg flex-1 flex flex-col justify-center">
                         <span className="text-[10px] font-black text-indigo-400 uppercase tracking-widest mb-1">Total Forecast (Period)</span>
                         <div className="text-2xl font-black text-white">{(globalSummary.forecastUnits || 0).toLocaleString('de-DE')} <span className="text-sm font-bold text-slate-500">Units</span></div>
                     </div>
-                    {/* Actual Sales */}
                     <div className="bg-slate-900 border border-white/5 p-4 rounded-xl shadow-lg flex-1 flex flex-col justify-center">
                         <span className="text-[10px] font-black text-emerald-400 uppercase tracking-widest mb-1">Total Actual Sales (Period)</span>
                         <div className="text-2xl font-black text-emerald-400">{(globalSummary.actualUnits || 0).toLocaleString('de-DE')} <span className="text-sm font-bold text-emerald-600/70">Units</span></div>
                     </div>
-                    {/* Fulfillment */}
                     <div className="flex gap-4 flex-1">
                         <div className="bg-slate-900 border border-white/5 p-4 rounded-xl shadow-lg flex-1 flex flex-col justify-center">
                             <span className="text-[10px] font-black text-blue-400 uppercase tracking-widest mb-1">Fulfillment (Period)</span>
@@ -295,7 +285,6 @@ const ForecastView: React.FC<ForecastViewProps> = ({
                     </div>
                 </div>
 
-                {/* Graph */}
                 <div className="flex-1 bg-slate-900 border border-white/5 rounded-xl shadow-lg p-6 flex flex-col">
                     <h3 className="flex items-center gap-2 text-sm font-bold text-white mb-6">
                         <TrendingIcon /> Monthly Evolution: Forecast vs Actual
@@ -329,11 +318,10 @@ const ForecastView: React.FC<ForecastViewProps> = ({
                 </div>
             </div>
 
-            {/* Bottom Section: Table */}
             <div className="bg-slate-900 border border-white/10 rounded-2xl overflow-hidden shadow-2xl flex-1 flex flex-col min-h-0">
                 <div className="p-4 border-b border-white/5 flex flex-col md:flex-row justify-between gap-4 bg-slate-800/20 shrink-0">
                     <h3 className="text-lg font-bold text-white uppercase tracking-tight">
-                        Product Performance Comparison <span className="text-xs text-slate-500 font-normal normal-case ml-2">(v2.2 Updated)</span>
+                        Product Performance Comparison <span className="text-xs text-slate-500 font-normal normal-case ml-2">(v2.4 Final)</span>
                     </h3>
                     <div className="flex items-center gap-4">
                         {top50Ranking && (top50Ranking.eu.size > 0 || top50Ranking.uk.size > 0) && (
@@ -374,7 +362,7 @@ const ForecastView: React.FC<ForecastViewProps> = ({
                                 <ForecastRow
                                     key={item.asin}
                                     item={item}
-                                    activeMonths={filters.month.length > 0 ? filters.month : MONTH_ORDER}
+                                    activeMonths={activeMonths}
                                     top50Ranking={top50Ranking}
                                     top50Mode={top50Mode}
                                     stockMap={stockMap}

services/dataProcessor.ts

@@ -1628,7 +1628,6 @@ export const calculateForecastViewData = (
     const getWeights = (records: SalesRecord[]): number[] | null => {
         const weights = new Array(12).fill(0);
         let total = 0;
-        const seenMonths = new Set<string>();
 
         records.forEach(r => {
             const m = r.month.split('-')[0];
@@ -1636,18 +1635,13 @@ export const calculateForecastViewData = (
             if (idx !== -1) {
                 weights[idx] += r.units;
                 total += r.units;
-                if (r.units > 0) seenMonths.add(m);
             }
         });
 
-        // 1. No data -> Fallback
+        // If ASIN has any 2025 sales, we trust its specific seasonality.
+        // Return null ONLY if there's no data at all for this ASIN in 2025.
         if (total === 0) return null;
 
-        // 2. Sparse Data Check (< 4 months)
-        // If an ASIN has very little history (e.g. only Jan), using its own curve implies 100% seasonality in Jan.
-        // The user requested to use the "General Catalog Seasonality" in these cases.
-        if (seenMonths.size < 4) return null;
-
         return weights.map(w => w / total);
     };