adjust ai insight and seed data

components/Dashboard.tsx

@@ -6,6 +6,7 @@ import type {
   Karung,
   KPI,
   ManualInput,
+  PanelIoT,
 } from '../types/api.ts';
 import type { View } from '../types/common.ts';
 import { useFarm } from '../context/FarmContext.tsx';
@@ -23,7 +24,10 @@ import { getCountingAccuracyWarning } from '../utils/countingAccuracyWarning.ts'
 import {
   buildDashboardInsightContext,
   buildDashboardInsightMetrics,
+  buildIotDayAggregates,
+  type EndCycleIotDayAggregate,
 } from '../utils/insightContextBuilders.ts';
+import { getTempStandardByDay } from '../utils/cp707EnvStandards.ts';
 import DashboardReportCtas from './dashboard/DashboardReportCtas.tsx';
 import DashboardCloseCycleControls from './dashboard/DashboardCloseCycleControls.tsx';
 import DashboardManualInputForm from './dashboard/DashboardManualInputForm.tsx';
@@ -47,6 +51,7 @@ const Dashboard: React.FC<Props> = ({ setView }) => {
   const [manualInputs, setManualInputs] = useState<ManualInput[]>([]);
   const [weights, setWeights] = useState<ChickenWeight[]>([]);
   const [karung, setKarung] = useState<Karung | null>(null);
+  const [iotDayAggregates, setIotDayAggregates] = useState<EndCycleIotDayAggregate[]>([]);
   const [reportOpen, setReportOpen] = useState(false);
   const [reportType, setReportType] = useState<DashboardReportType>('daily');
 
@@ -57,6 +62,7 @@ const Dashboard: React.FC<Props> = ({ setView }) => {
       setManualInputs([]);
       setWeights([]);
       setKarung(null);
+      setIotDayAggregates([]);
       return;
     }
     const cycleId = selectedCycle.id;
@@ -83,6 +89,44 @@ const Dashboard: React.FC<Props> = ({ setView }) => {
         setManualInputs(manualRows);
         setWeights(weightRows);
         setKarung(latestKarung);
+
+        // Best-effort IoT aggregates for end-cycle root cause (non-blocking on failure).
+        try {
+          const flockId =
+            kpiRows.find((row) => row.flock_id != null)?.flock_id ??
+            (selectedKandang
+              ? (await api.flocks.list({ kandang_id: selectedKandang.id }))[0]?.id
+              : null);
+          if (flockId == null) {
+            setIotDayAggregates([]);
+          } else {
+            let iotRows: PanelIoT[] = [];
+            try {
+              iotRows = await api.panelIot.list({ cycle_id: cycleId, flock_id: flockId });
+            } catch {
+              // Some deployments require a date — fall back to sampling recent dates.
+              const dates = await api.panelIot.dates({ cycle_id: cycleId, flock_id: flockId });
+              const sample = [...dates].sort().slice(-14);
+              const batches = await Promise.all(
+                sample.map((date) =>
+                  api.panelIot.list({ cycle_id: cycleId, flock_id: flockId, date }).catch(() => [])
+                )
+              );
+              iotRows = batches.flat();
+            }
+            if (!cancelled) {
+              setIotDayAggregates(
+                buildIotDayAggregates({
+                  rows: iotRows,
+                  cycleStartDate: selectedCycle.start_date,
+                  getTempTarget: getTempStandardByDay,
+                })
+              );
+            }
+          }
+        } catch {
+          if (!cancelled) setIotDayAggregates([]);
+        }
       } catch (err) {
         if (!cancelled) setError(errorMessage(err));
       } finally {
@@ -92,7 +136,7 @@ const Dashboard: React.FC<Props> = ({ setView }) => {
     return () => {
       cancelled = true;
     };
-  }, [selectedCycle]);
+  }, [selectedCycle, selectedKandang]);
 
   const cards: KpiCardModel[] = useMemo(() => {
     // All cards share the latest complete KPI day (not calendar current_day / live IoT).
@@ -246,12 +290,19 @@ const Dashboard: React.FC<Props> = ({ setView }) => {
       karung_dituang_hari_ini:
         latest != null ? latest.feed : (karung?.feed_use_today ?? karung?.out_today ?? null),
       pakan_kumulatif_karung: karung?.feed_use_total ?? latest?.feed_total ?? null,
-      ayam_hidup_ekor: latest?.chicken_life ?? null,
+      ayam_hidup_ekor:
+        latest != null
+          ? Math.max(0, latest.chicken_life - (latest.harvest_total ?? 0))
+          : null,
       persen_hidup: latest?.chicken_life_percentage ?? null,
       doc_in_ekor: selectedCycle?.doc_in_count ?? null,
       kematian_kumulatif_ekor: latest?.mortality_total ?? null,
       panen_kumulatif_ekor: latest?.harvest_total ?? null,
-      tonase_panen_kg: latest?.harvest_weight_total ?? null,
+      // KPI harvest_weight_total is grams; insight context expects kg.
+      tonase_panen_kg:
+        latest?.harvest_weight_total != null
+          ? latest.harvest_weight_total / 1000
+          : null,
       uniformity_persen: weightOnAnchor?.uniformity ?? null,
     });
   }, [
@@ -420,6 +471,7 @@ const Dashboard: React.FC<Props> = ({ setView }) => {
                 kandangId={selectedKandangId}
                 context={insightContext ?? undefined}
                 dashboardMetrics={insightMetrics}
+                iotDayAggregates={iotDayAggregates}
                 page="dashboard"
               />
             ) : (