Project period predictions across calendar ranges

src/main/java/org/zaine/app/service/PeriodCompanionService.java

@@ -93,7 +93,13 @@ public class PeriodCompanionService {
         validateRange(from, to);
         List<PeriodCycle> cycles = cycleRepository.findAllByOrderByStartDateAsc();
         PeriodSettings settings = getOrCreateSettings();
-        PredictionDTO prediction = latestPrediction(cycles, LocalDate.now(), settings);
+        List<PredictionEstimate> projections = predictionService.project(
+                cycles,
+                LocalDate.now(),
+                from,
+                to,
+                settings.getAverageCycleLength(),
+                settings.getAveragePeriodLength());
         Map<LocalDate, PeriodDailyLog> logs = dailyLogRepository.findByDateBetweenOrderByDateAsc(from, to)
                 .stream()
                 .collect(Collectors.toMap(PeriodDailyLog::getDate, Function.identity()));
@@ -106,9 +112,9 @@ public class PeriodCompanionService {
             days.add(new CalendarDayDTO(
                     date,
                     periodDay,
-                    isPredictedPeriodDay(prediction, date),
-                    !date.isBefore(prediction.fertileWindowStart()) && !date.isAfter(prediction.fertileWindowEnd()),
-                    date.equals(prediction.predictedOvulationDate()),
+                    projections.stream().anyMatch(projection -> isPredictedPeriodDay(projection, currentDate)),
+                    projections.stream().anyMatch(projection -> isFertileWindowDay(projection, currentDate)),
+                    projections.stream().anyMatch(projection -> currentDate.equals(projection.predictedOvulationDate())),
                     log == null ? List.of() : log.getSymptoms().stream().map(PeriodSymptom::getName).sorted().toList(),
                     log == null ? null : toDailyLogDto(log)));
         }
@@ -291,11 +297,15 @@ public class PeriodCompanionService {
         return !date.isBefore(cycle.getStartDate()) && date.isBefore(cycle.getStartDate().plusDays(periodLength));
     }
 
-    private boolean isPredictedPeriodDay(PredictionDTO prediction, LocalDate date) {
+    private boolean isPredictedPeriodDay(PredictionEstimate prediction, LocalDate date) {
         return !date.isBefore(prediction.predictedPeriodDate())
                 && date.isBefore(prediction.predictedPeriodDate().plusDays(prediction.averagePeriodLength()));
     }
 
+    private boolean isFertileWindowDay(PredictionEstimate prediction, LocalDate date) {
+        return !date.isBefore(prediction.fertileWindowStart()) && !date.isAfter(prediction.fertileWindowEnd());
+    }
+
     private List<String> contextualSupportMessages(PredictionDTO prediction, LocalDate today) {
         long daysUntilPeriod = ChronoUnit.DAYS.between(today, prediction.predictedPeriodDate());
         long daysUntilOvulation = ChronoUnit.DAYS.between(today, prediction.predictedOvulationDate());

src/main/java/org/zaine/app/service/PeriodPredictionService.java

@@ -9,6 +9,7 @@ import org.zaine.app.model.PeriodPredictionSnapshot;
 
 import java.time.LocalDate;
 import java.time.temporal.ChronoUnit;
+import java.util.ArrayList;
 import java.util.Comparator;
 import java.util.List;
 import java.util.Optional;
@@ -45,6 +46,36 @@ public class PeriodPredictionService {
                 averagePeriodLength);
     }
 
+    public List<PredictionEstimate> project(
+            List<PeriodCycle> cycles,
+            LocalDate today,
+            LocalDate from,
+            LocalDate to,
+            int fallbackCycleLength,
+            int fallbackPeriodLength) {
+        PredictionEstimate first = estimate(cycles, today, fallbackCycleLength, fallbackPeriodLength);
+        List<PredictionEstimate> projections = new ArrayList<>();
+        LocalDate predictedPeriodDate = first.predictedPeriodDate();
+
+        while (!predictedPeriodDate.minusDays(19).isAfter(to)) {
+            LocalDate predictedOvulationDate = predictedPeriodDate.minusDays(14);
+            PredictionEstimate projection = new PredictionEstimate(
+                    predictedPeriodDate,
+                    predictedOvulationDate,
+                    predictedOvulationDate.minusDays(5),
+                    predictedOvulationDate.plusDays(1),
+                    first.averageCycleLength(),
+                    first.averagePeriodLength());
+
+            if (intersectsRange(projection, from, to)) {
+                projections.add(projection);
+            }
+            predictedPeriodDate = predictedPeriodDate.plusDays(first.averageCycleLength());
+        }
+
+        return projections;
+    }
+
     public CurrentCycleDTO currentCycle(List<PeriodCycle> cycles, LocalDate today) {
         return currentCycle(cycles, today, DEFAULT_CYCLE_LENGTH, DEFAULT_PERIOD_LENGTH);
     }
@@ -125,6 +156,16 @@ public class PeriodPredictionService {
         return (int) Math.round(average);
     }
 
+    private boolean intersectsRange(PredictionEstimate projection, LocalDate from, LocalDate to) {
+        LocalDate periodEnd = projection.predictedPeriodDate().plusDays(projection.averagePeriodLength() - 1L);
+        return rangesOverlap(projection.predictedPeriodDate(), periodEnd, from, to)
+                || rangesOverlap(projection.fertileWindowStart(), projection.fertileWindowEnd(), from, to);
+    }
+
+    private boolean rangesOverlap(LocalDate firstStart, LocalDate firstEnd, LocalDate secondStart, LocalDate secondEnd) {
+        return !firstStart.isAfter(secondEnd) && !secondStart.isAfter(firstEnd);
+    }
+
     public record PredictionEstimate(
             LocalDate predictedPeriodDate,
             LocalDate predictedOvulationDate,

src/test/java/org/zaine/app/service/PeriodPredictionServiceTest.java

@@ -52,6 +52,25 @@ public class PeriodPredictionServiceTest {
         assertEquals(LocalDate.of(2026, 6, 15), estimate.predictedOvulationDate());
     }
 
+    @Test
+    public void projectReturnsRepeatedPredictionsAcrossLongDateRange() {
+        LocalDate today = LocalDate.of(2026, 6, 22);
+
+        List<PredictionEstimate> projections = service.project(
+                List.of(),
+                today,
+                LocalDate.of(2026, 7, 1),
+                LocalDate.of(2026, 9, 30),
+                28,
+                5);
+
+        assertEquals(4, projections.size());
+        assertEquals(LocalDate.of(2026, 7, 20), projections.get(0).predictedPeriodDate());
+        assertEquals(LocalDate.of(2026, 8, 17), projections.get(1).predictedPeriodDate());
+        assertEquals(LocalDate.of(2026, 9, 14), projections.get(2).predictedPeriodDate());
+        assertEquals(LocalDate.of(2026, 10, 12), projections.get(3).predictedPeriodDate());
+    }
+
     @Test
     public void currentCycleReturnsMenstrualPhaseDuringPeriodLength() {
         PeriodCycle cycle = cycle(LocalDate.of(2026, 6, 20), LocalDate.of(2026, 6, 24), 28, 5);