Phase 4: Past appointments + AI prediction demo data
- Appointments: add ~25 past appointments (last 90 days) with Completed, Cancelled, No Show, and Rescheduled statuses; completed records carry ActualStartTime/ActualEndTime with realistic variance; cancel/no-show notes explain why; customer label falls back to ContactFirst/LastName for residential customers - Fix future appointment title for residential customers (was always using CompanyName which is null for individuals) - New SeedDataService.AiPredictions.cs: seeds 8 AiItemPrediction records (varied complexity/confidence/tags/reasoning) and attaches them to the first 8 eligible QuoteItems, marking those items IsAiItem=true; 3 of 8 have UserOverrodeEstimate=true for AI Accuracy report demo - SeedDataService.cs: wire SeedAiPredictionsAsync after Invoices - Remove.cs: collect QuoteItem.AiPredictionId FKs before deleting items, then delete orphaned AiItemPrediction records after quotes are removed Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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@@ -337,15 +337,122 @@ public partial class SeedDataService
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var startDate = DateTime.Today;
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var appointmentTitles = new Dictionary<string, string[]>
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{
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["DROP_OFF"] = new[] { "Customer Drop-Off", "Parts Delivery", "Item Drop-Off", "Material Drop-Off" },
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["PICK_UP"] = new[] { "Customer Pick-Up", "Collection Appointment", "Order Pick-Up", "Completed Items Pick-Up" },
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["DROP_OFF"] = new[] { "Customer Drop-Off", "Parts Delivery", "Item Drop-Off", "Material Drop-Off" },
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["PICK_UP"] = new[] { "Customer Pick-Up", "Collection Appointment", "Order Pick-Up", "Completed Items Pick-Up" },
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["CONSULTATION"] = new[] { "Quote Discussion", "Project Consultation", "Initial Consultation", "Color Selection Meeting" },
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["JOB_WORK"] = new[] { "Sandblasting Session", "Coating Work", "Quality Inspection", "Final Finishing" }
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["JOB_WORK"] = new[] { "Sandblasting Session", "Coating Work", "Quality Inspection", "Final Finishing" }
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};
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// Get status IDs by code for easy assignment
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var scheduledStatusId = appointmentStatuses.First(s => s.StatusCode == "SCHEDULED").Id;
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var confirmedStatusId = appointmentStatuses.First(s => s.StatusCode == "CONFIRMED").Id;
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var scheduledStatusId = appointmentStatuses.First(s => s.StatusCode == "SCHEDULED").Id;
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var confirmedStatusId = appointmentStatuses.First(s => s.StatusCode == "CONFIRMED").Id;
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var completedStatusId = appointmentStatuses.First(s => s.StatusCode == "COMPLETED").Id;
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var cancelledStatusId = appointmentStatuses.First(s => s.StatusCode == "CANCELLED").Id;
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var noShowStatusId = appointmentStatuses.First(s => s.StatusCode == "NO_SHOW").Id;
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var rescheduledStatusId = appointmentStatuses.First(s => s.StatusCode == "RESCHEDULED").Id;
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// ── PAST APPOINTMENTS (last 90 days) — Completed, Cancelled, No Show ──────
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// Walks backward through weekdays; ~40% chance of an appointment per day
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// for ~25 records spread naturally across the history window.
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var pastRandom = new Random(77); // separate seed keeps past/future independent
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var pastAppointmentSeq = 1;
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static string? CancelNote(Random r)
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{
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var reasons = new[]
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{
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"Customer cancelled — rescheduling for next week.",
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"Customer cancelled — no reason given.",
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"Shop closed for equipment maintenance.",
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"Customer called to reschedule.",
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"Customer unavailable — will call back.",
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"Cancelled by shop — scheduling conflict."
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};
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return reasons[r.Next(reasons.Length)];
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}
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for (int daysBack = 1; daysBack <= 90 && pastAppointmentSeq <= 25; daysBack++)
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{
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var pastDate = DateTime.Today.AddDays(-daysBack);
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if (pastDate.DayOfWeek == DayOfWeek.Saturday || pastDate.DayOfWeek == DayOfWeek.Sunday)
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continue;
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if (pastRandom.Next(100) >= 40) // ~40% chance = ~26 weekday hits over 90 days
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continue;
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var aptType = appointmentTypes[pastRandom.Next(appointmentTypes.Count)];
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var customer = customers[pastRandom.Next(customers.Count)];
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int startHour = pastRandom.Next(8, 17);
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int startMinute = pastRandom.Next(0, 4) * 15;
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var aptStart = new DateTime(pastDate.Year, pastDate.Month, pastDate.Day, startHour, startMinute, 0, DateTimeKind.Utc);
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int duration = pastRandom.Next(1, 5) * 30;
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var aptEnd = aptStart.AddMinutes(duration);
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// 60% Completed, 25% Cancelled, 10% No Show, 5% Rescheduled
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int roll = pastRandom.Next(100);
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int pastStatusId;
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DateTime? actualStart = null, actualEnd = null;
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string? pastNotes = null;
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if (roll < 60)
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{
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pastStatusId = completedStatusId;
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actualStart = aptStart.AddMinutes(pastRandom.Next(-5, 11)); // ±5–10 min variance
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actualEnd = aptEnd.AddMinutes(pastRandom.Next(-10, 16));
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}
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else if (roll < 85)
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{
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pastStatusId = cancelledStatusId;
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pastNotes = CancelNote(pastRandom);
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}
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else if (roll < 95)
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{
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pastStatusId = noShowStatusId;
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pastNotes = "Customer did not arrive. Follow-up call left.";
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}
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else
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{
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pastStatusId = rescheduledStatusId;
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pastNotes = "Rescheduled at customer request — see follow-up appointment.";
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}
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// Optional job link (35% chance for past JOB_WORK; 15% for others)
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int? pastJobId = null;
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if (jobs.Any())
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{
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int linkChance = aptType.TypeCode == "JOB_WORK" ? 35 : 15;
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if (pastRandom.Next(100) < linkChance)
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pastJobId = jobs[pastRandom.Next(jobs.Count)].Id;
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}
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string? assignedId = null;
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if (workers.Any() && pastRandom.Next(100) < 60)
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assignedId = workers[pastRandom.Next(workers.Count)].Id;
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var pastLabel = string.IsNullOrEmpty(customer.CompanyName) ? $"{customer.ContactFirstName} {customer.ContactLastName}".Trim() : customer.CompanyName;
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var pastTitle = $"{pastLabel} — {appointmentTitles[aptType.TypeCode][pastRandom.Next(appointmentTitles[aptType.TypeCode].Length)]}";
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appointments.Add(new Appointment
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{
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AppointmentNumber = $"APT-{pastDate:yyMM}-{pastAppointmentSeq++:D4}",
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CustomerId = customer.Id,
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JobId = pastJobId,
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AppointmentStatusId = pastStatusId,
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AppointmentTypeId = aptType.Id,
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AssignedUserId = assignedId,
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Title = pastTitle,
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ScheduledStartTime = aptStart,
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ScheduledEndTime = aptEnd,
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ActualStartTime = actualStart,
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ActualEndTime = actualEnd,
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IsAllDay = false,
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IsReminderEnabled = false, // reminders don't fire for past appointments
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ReminderMinutesBefore = 30,
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Notes = pastNotes,
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CompanyId = company.Id,
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CreatedAt = aptStart.AddDays(-pastRandom.Next(1, 8)) // booked 1–7 days ahead
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});
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}
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// Generate 50 appointments across next 60 days (weekdays only)
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int appointmentsCreated = 0;
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@@ -388,7 +495,8 @@ public partial class SeedDataService
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int statusId = random.Next(100) < 80 ? scheduledStatusId : confirmedStatusId;
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// Title
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string title = $"{customer.CompanyName} - {appointmentTitles[appointmentType.TypeCode][random.Next(appointmentTitles[appointmentType.TypeCode].Length)]}";
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string customerLabel = string.IsNullOrEmpty(customer.CompanyName) ? $"{customer.ContactFirstName} {customer.ContactLastName}".Trim() : customer.CompanyName;
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string title = $"{customerLabel} - {appointmentTitles[appointmentType.TypeCode][random.Next(appointmentTitles[appointmentType.TypeCode].Length)]}";
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// Optional job link (40% chance if type is JOB_WORK, 20% for others)
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int? jobId = null;
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