using System.Text;
using System.Text.Json;
using System.Diagnostics;
using PlotLine.Data;
using PlotLine.Models;
using PlotLine.ViewModels;

namespace PlotLine.Services;

public interface IImportService
{
    Task<ImportIndexViewModel> PreviewAsync(ImportIndexViewModel model);
    Task<ImportResult> ImportAsync(ImportIndexViewModel model);
    Task<string> BuildValidationReportAsync(ImportIndexViewModel model);
}

public sealed class ImportService(IImportRepository imports, ICurrentUserService currentUser, ILogger<ImportService> logger) : IImportService
{
    private const int TitleMaxLength = 200;
    private const int RelativeTimeMaxLength = 200;
    private const int LargeTextWarningLength = 100_000;
    private const int SuspiciousBookCount = 20;
    private const int SuspiciousChapterCount = 250;
    private const int SuspiciousSceneCount = 2_000;

    private enum ProjectImportFormat
    {
        Unsupported,
        LegacyPackage,
        ProjectBackup
    }

    private static readonly JsonSerializerOptions JsonOptions = new()
    {
        PropertyNameCaseInsensitive = true,
        ReadCommentHandling = JsonCommentHandling.Skip,
        AllowTrailingCommas = true
    };

    private static readonly JsonSerializerOptions RestoreJsonOptions = new()
    {
        WriteIndented = false
    };

    public async Task<ImportIndexViewModel> PreviewAsync(ImportIndexViewModel model)
    {
        var timer = Stopwatch.StartNew();
        model.JsonText = await ReadJsonTextAsync(model);
        model.Preview = await BuildPreviewAsync(model.JsonText);
        timer.Stop();
        logger.LogInformation("JSON import preview completed in {ElapsedMilliseconds} ms with {ErrorCount} errors, {WarningCount} warnings, and {UnresolvedReferenceCount} unresolved references.",
            timer.ElapsedMilliseconds,
            model.Preview.ErrorCount,
            model.Preview.WarningCount,
            model.Preview.UnresolvedReferenceCount);
        return model;
    }

    public async Task<ImportResult> ImportAsync(ImportIndexViewModel model)
    {
        var userId = currentUser.UserId;
        if (!userId.HasValue)
        {
            return new ImportResult
            {
                Succeeded = false,
                Message = "Sign in before importing a project."
            };
        }

        model.JsonText = await ReadJsonTextAsync(model);
        var formatValidation = new ImportValidationResult();
        var format = DetectImportFormat(model.JsonText, formatValidation);
        if (format == ProjectImportFormat.ProjectBackup
            && TryReadProjectBackup(model.JsonText, out var backup, out var backupValidation)
            && backup is not null)
        {
            return await ImportProjectBackupAsync(model, backup, backupValidation, userId.Value);
        }

        if (format == ProjectImportFormat.Unsupported)
        {
            model.Preview = new ImportPreview { Validation = formatValidation };
            return new ImportResult
            {
                Succeeded = false,
                Message = formatValidation.Errors.FirstOrDefault() ?? "The uploaded JSON format is not supported."
            };
        }

        var preview = await BuildPreviewAsync(model.JsonText);
        model.Preview = preview;

        if (!preview.Validation.IsValid || preview.Package is null)
        {
            return new ImportResult
            {
                Succeeded = false,
                Message = "The JSON needs to pass validation before it can be imported."
            };
        }

        if (!model.ConfirmImport)
        {
            return new ImportResult
            {
                Succeeded = false,
                Message = "Confirm the import summary before creating records."
            };
        }

        if (preview.Validation.Warnings.Any() && !model.AcknowledgeWarnings)
        {
            return new ImportResult
            {
                Succeeded = false,
                Message = "Review and acknowledge the validation warnings before importing."
            };
        }

        if (preview.HasDuplicateProjectTitle && !model.AllowDuplicateProjectTitle)
        {
            return new ImportResult
            {
                Succeeded = false,
                Message = "A project with this title already exists. Confirm that you want to import another project with the same title."
            };
        }

        if (model.DryRun)
        {
            logger.LogInformation("JSON import dry run completed for project {ProjectTitle} with {WarningCount} warnings and {UnresolvedReferenceCount} unresolved references.",
                preview.Package.Project.Title,
                preview.WarningCount,
                preview.UnresolvedReferenceCount);
            return BuildDryRunResult(preview);
        }

        try
        {
            var timer = Stopwatch.StartNew();
            var result = await imports.ImportAsync(preview.Package, preview.HasDuplicateProjectTitle ? preview.DuplicateImportProjectTitle : null, userId.Value);
            timer.Stop();
            logger.LogInformation("JSON import committed in {ElapsedMilliseconds} ms for project {ProjectName}. Created {SceneCount} scenes and skipped/unresolved count {SkippedCount}/{UnresolvedCount}.",
                timer.ElapsedMilliseconds,
                result.ProjectName,
                result.ScenesCreated,
                result.SkippedItemCount,
                result.UnresolvedReferenceCount);
            return result with
            {
                ErrorCount = preview.ErrorCount,
                WarningCount = preview.WarningCount,
                AutoCorrectionCount = preview.AutoCorrectionCount,
                SkippedItemCount = preview.SkippedItemCount,
                UnresolvedReferenceCount = preview.UnresolvedReferenceCount,
                AutoCorrections = preview.AutoCorrections.Concat(preview.Validation.AutoCorrections).Distinct(StringComparer.OrdinalIgnoreCase).ToList()
            };
        }
        catch (Exception ex)
        {
            logger.LogError(ex, "JSON import failed for project title {ProjectTitle}", preview.Package.Project.Title);
            return new ImportResult
            {
                Succeeded = false,
                Message = "The import could not be completed, so no data was saved.",
                TechnicalDetail = ex.Message
            };
        }
    }

    public async Task<string> BuildValidationReportAsync(ImportIndexViewModel model)
    {
        model.JsonText = await ReadJsonTextAsync(model);
        var preview = await BuildPreviewAsync(model.JsonText);
        var builder = new StringBuilder();
        builder.AppendLine("PlotDirector JSON Import Validation Report");
        builder.AppendLine($"Generated: {DateTime.UtcNow:yyyy-MM-dd HH:mm} UTC");
        builder.AppendLine();
        builder.AppendLine($"Project: {preview.Package?.Project.Title ?? "(unreadable)"}");
        builder.AppendLine($"Source: {preview.Package?.Source ?? "(not supplied)"}");
        builder.AppendLine($"Created by: {preview.Package?.CreatedBy ?? "(not supplied)"}");
        builder.AppendLine($"Created date: {preview.Package?.CreatedDate ?? "(not supplied)"}");
        builder.AppendLine($"Description: {preview.Package?.Description ?? "(not supplied)"}");
        builder.AppendLine();
        builder.AppendLine("Health");
        builder.AppendLine($"Errors: {preview.ErrorCount}");
        builder.AppendLine($"Warnings: {preview.WarningCount}");
        builder.AppendLine($"Auto-corrections: {preview.AutoCorrectionCount}");
        builder.AppendLine($"Skipped items: {preview.SkippedItemCount}");
        builder.AppendLine($"Unresolved references: {preview.UnresolvedReferenceCount}");
        builder.AppendLine();
        builder.AppendLine($"Characters: {preview.CharacterCount}");
        builder.AppendLine($"Locations: {preview.LocationCount}");
        builder.AppendLine($"Plot lines: {preview.PlotLineCount}");
        builder.AppendLine($"Plot threads: {preview.PlotThreadCount}");
        builder.AppendLine($"Thread events: {preview.ThreadEventCount}");
        builder.AppendLine($"Story assets: {preview.StoryAssetCount}");
        builder.AppendLine($"Asset states: {preview.AssetStateCount}");
        builder.AppendLine($"Asset events: {preview.AssetEventCount}");
        builder.AppendLine($"Asset custody links: {preview.AssetCustodyCount}");
        builder.AppendLine($"Scene dependencies: {preview.SceneDependencyCount}");
        builder.AppendLine($"Books: {preview.BookCount}");
        builder.AppendLine($"Chapters: {preview.ChapterCount}");
        builder.AppendLine($"Scenes: {preview.SceneCount}");
        builder.AppendLine($"Scene character appearances: {preview.SceneCharacterAppearanceCount}");
        builder.AppendLine();
        AppendReportSection(builder, "Errors", preview.Validation.Errors);
        AppendReportSection(builder, "Warnings", preview.Validation.Warnings);
        AppendReportSection(builder, "Auto-corrections", preview.AutoCorrections.Concat(preview.Validation.AutoCorrections).Distinct(StringComparer.OrdinalIgnoreCase).ToList());
        AppendReportSection(builder, "Skipped items", preview.SkippedItems.Concat(preview.Validation.SkippedItems).Distinct(StringComparer.OrdinalIgnoreCase).ToList());
        AppendReportSection(builder, "Unmatched POV names", preview.UnmatchedPovNames);
        AppendReportSection(builder, "Unmatched location names", preview.UnmatchedLocationNames);
        AppendReportSection(builder, "Unmatched scene character names", preview.UnmatchedSceneCharacterNames);
        AppendReportSection(builder, "Unresolved thread event references", preview.UnresolvedThreadEventReferences);
        AppendReportSection(builder, "Unresolved asset references", preview.UnresolvedAssetReferences);
        AppendReportSection(builder, "Unmatched asset owners", preview.UnmatchedAssetOwnerNames);
        AppendReportSection(builder, "Unmatched asset locations", preview.UnmatchedAssetLocationNames);
        AppendReportSection(builder, "Unresolved scene dependency references", preview.UnresolvedSceneDependencyReferences);
        AppendReportSection(builder, "Alias warnings", preview.AliasWarnings);
        return builder.ToString();
    }

    private async Task<ImportPreview> BuildPreviewAsync(string jsonText)
    {
        if (string.IsNullOrWhiteSpace(jsonText))
        {
            var emptyValidation = new ImportValidationResult();
            emptyValidation.Errors.Add("Paste JSON or upload a JSON file before previewing.");
            return new ImportPreview { Validation = emptyValidation };
        }

        var formatValidation = new ImportValidationResult();
        var format = DetectImportFormat(jsonText, formatValidation);
        if (format == ProjectImportFormat.ProjectBackup && TryReadProjectBackup(jsonText, out var backup, out var backupValidation))
        {
            if (backup is null)
            {
                return new ImportPreview { Validation = backupValidation };
            }

            return await BuildProjectBackupPreviewAsync(backup, backupValidation);
        }

        if (format == ProjectImportFormat.Unsupported)
        {
            return new ImportPreview { Validation = formatValidation };
        }

        PlotLineImportPackage? package;
        try
        {
            package = JsonSerializer.Deserialize<PlotLineImportPackage>(jsonText, JsonOptions);
        }
        catch (JsonException ex)
        {
            var invalidJson = new ImportValidationResult();
            invalidJson.Errors.Add($"The JSON could not be read: {ex.Message}");
            return new ImportPreview { Validation = invalidJson };
        }

        if (package is null)
        {
            var invalidPackage = new ImportValidationResult();
            invalidPackage.Errors.Add("The JSON import package is empty.");
            return new ImportPreview { Validation = invalidPackage };
        }

        var validation = Validate(package);
        AddMetadataWarnings(package, validation);
        var aliasWarnings = FindAliasWarnings(package);
        foreach (var warning in aliasWarnings)
        {
            validation.Warnings.Add(warning);
        }

        var duplicate = !string.IsNullOrWhiteSpace(package.Project.Title)
            && currentUser.UserId.HasValue
            && await imports.ProjectTitleExistsAsync(package.Project.Title.Trim(), currentUser.UserId.Value);

        var duplicateTitle = duplicate
            ? $"{package.Project.Title.Trim()} (Imported {DateTime.Now:yyyy-MM-dd HH:mm})"
            : null;

        if (duplicate)
        {
            validation.Warnings.Add($"A project with the same title already exists. If imported anyway, the new project will be named \"{duplicateTitle}\".");
        }

        return new ImportPreview
        {
            Package = package,
            Validation = validation,
            HasDuplicateProjectTitle = duplicate,
            DuplicateImportProjectTitle = duplicateTitle,
            BookPreviews = BuildBookPreviews(package),
            UnmatchedPovNames = FindUnmatchedPovNames(package),
            UnmatchedLocationNames = FindUnmatchedLocationNames(package),
            UnmatchedSceneCharacterNames = FindUnmatchedSceneCharacterNames(package),
            UnresolvedThreadEventReferences = FindUnresolvedThreadEventReferences(package),
            UnresolvedAssetReferences = FindUnresolvedAssetReferences(package),
            UnmatchedAssetOwnerNames = FindUnmatchedAssetOwnerNames(package),
            UnmatchedAssetLocationNames = FindUnmatchedAssetLocationNames(package),
            UnresolvedSceneDependencyReferences = FindUnresolvedSceneDependencyReferences(package),
            AliasWarnings = aliasWarnings,
            AutoCorrections = FindAutoCorrections(package),
            SkippedItems = FindSkippedItems(package)
        };
    }

    private async Task<ImportPreview> BuildProjectBackupPreviewAsync(ProjectBackupExport backup, ImportValidationResult validation)
    {
        var package = BuildPreviewPackageFromBackup(backup);
        var projectTitle = package.Project.Title;
        var duplicate = !string.IsNullOrWhiteSpace(projectTitle)
            && currentUser.UserId.HasValue
            && await imports.ProjectTitleExistsAsync(projectTitle.Trim(), currentUser.UserId.Value);
        var duplicateTitle = duplicate
            ? $"{projectTitle.Trim()} (Imported {DateTime.Now:yyyy-MM-dd HH:mm})"
            : null;

        validation.Warnings.Add("This is a PlotDirector project backup. It will be imported as a new project, not restored over an existing project.");
        if (duplicate)
        {
            validation.Warnings.Add($"A project with the same title already exists. If imported anyway, the new project will be named \"{duplicateTitle}\".");
        }

        return new ImportPreview
        {
            Package = package,
            Validation = validation,
            HasDuplicateProjectTitle = duplicate,
            DuplicateImportProjectTitle = duplicateTitle,
            BookPreviews = BuildBookPreviews(package)
        };
    }

    private async Task<ImportResult> ImportProjectBackupAsync(ImportIndexViewModel model, ProjectBackupExport backup, ImportValidationResult validation, int userId)
    {
        var preview = await BuildProjectBackupPreviewAsync(backup, validation);
        model.Preview = preview;

        if (!preview.Validation.IsValid)
        {
            return new ImportResult
            {
                Succeeded = false,
                Message = "The project backup needs to pass validation before it can be imported."
            };
        }

        if (!model.ConfirmImport)
        {
            return new ImportResult
            {
                Succeeded = false,
                Message = "Confirm the import summary before creating records."
            };
        }

        if (preview.Validation.Warnings.Any() && !model.AcknowledgeWarnings)
        {
            return new ImportResult
            {
                Succeeded = false,
                Message = "Review and acknowledge the validation warnings before importing."
            };
        }

        if (preview.HasDuplicateProjectTitle && !model.AllowDuplicateProjectTitle)
        {
            return new ImportResult
            {
                Succeeded = false,
                Message = "A project with this title already exists. Confirm that you want to import another project with the adjusted imported title."
            };
        }

        if (model.DryRun)
        {
            return BuildBackupDryRunResult(preview);
        }

        try
        {
            var projectName = preview.HasDuplicateProjectTitle
                ? preview.DuplicateImportProjectTitle!
                : preview.Package!.Project.Title;
            var projectId = await imports.CreateProjectShellAsync(projectName, backup.Project?.Description, userId);
            var maxIds = await imports.GetIdentityMaxValuesAsync(ProjectBackupIdentityTables);
            var relationshipLookups = await imports.GetRelationshipImportLookupsAsync();
            var remapWarnings = new List<string>();
            RemapProjectBackupForImport(backup, projectId, projectName, maxIds, relationshipLookups, remapWarnings);
            foreach (var warning in remapWarnings)
            {
                logger.LogWarning("Project backup relationship import warning for {ProjectName}: {Warning}", projectName, warning);
            }

            var restoreJson = JsonSerializer.Serialize(backup, RestoreJsonOptions);
            await imports.ApplyProjectBackupJsonAsync(projectId, restoreJson);
            var relationshipDiagnostics = await imports.GetRelationshipImportDiagnosticsAsync(projectId);
            logger.LogInformation(
                "Project backup relationship import diagnostics for project {ProjectID}: characters {CharacterCount}, relationships {RelationshipCount}, events {RelationshipEventCount}, map-compatible relationships {MapRelationshipCount}, missing source {MissingSourceCharacterCount}, missing target {MissingTargetCharacterCount}, missing type {MissingRelationshipTypeCount}, missing initial state {MissingInitialStateCount}, missing event relationship {MissingEventRelationshipCount}, missing event scene {MissingEventSceneCount}, missing event state {MissingEventStateCount}, archived relationships {ArchivedRelationshipCount}, archived endpoints {ArchivedCharacterEndpointCount}.",
                projectId,
                relationshipDiagnostics.CharacterCount,
                relationshipDiagnostics.RelationshipCount,
                relationshipDiagnostics.RelationshipEventCount,
                relationshipDiagnostics.MapRelationshipCount,
                relationshipDiagnostics.MissingSourceCharacterCount,
                relationshipDiagnostics.MissingTargetCharacterCount,
                relationshipDiagnostics.MissingRelationshipTypeCount,
                relationshipDiagnostics.MissingInitialStateCount,
                relationshipDiagnostics.MissingEventRelationshipCount,
                relationshipDiagnostics.MissingEventSceneCount,
                relationshipDiagnostics.MissingEventStateCount,
                relationshipDiagnostics.ArchivedRelationshipCount,
                relationshipDiagnostics.ArchivedCharacterEndpointCount);

            if (relationshipDiagnostics.RelationshipCount > 0
                && relationshipDiagnostics.MapRelationshipCount + relationshipDiagnostics.ArchivedRelationshipCount < relationshipDiagnostics.RelationshipCount)
            {
                logger.LogWarning("Imported project {ProjectID} has relationship records that are not compatible with Relationship Map joins. Check relationship import diagnostics for missing endpoint/type/state counts.", projectId);
            }

            return new ImportResult
            {
                Succeeded = true,
                ProjectID = projectId,
                ProjectName = projectName,
                BooksCreated = backup.Data.Books.Count,
                ChaptersCreated = backup.Data.Chapters.Count,
                ScenesCreated = backup.Data.Scenes.Count,
                CharactersCreated = backup.Data.Characters.Count,
                LocationsCreated = backup.Data.Locations.Count,
                SceneCharacterAppearancesCreated = backup.Data.SceneCharacters.Count,
                PlotLinesCreated = backup.Data.PlotLines.Count,
                PlotThreadsCreated = backup.Data.PlotThreads.Count,
                ThreadEventsCreated = backup.Data.ThreadEvents.Count,
                StoryAssetsCreated = backup.Data.StoryAssets.Count,
                AssetStatesCreated = backup.Data.AssetStates.Count(x => x.ProjectID == projectId),
                AssetEventsCreated = backup.Data.AssetEvents.Count,
                AssetCustodyEventsCreated = backup.Data.AssetCustodyEvents.Count,
                SceneDependenciesCreated = backup.Data.SceneDependencies.Count,
                WarningCount = preview.WarningCount,
                Message = "Project backup imported as a new project."
            };
        }
        catch (Exception ex)
        {
            logger.LogError(ex, "Project backup import failed for project title {ProjectTitle}.", preview.Package?.Project.Title);
            return new ImportResult
            {
                Succeeded = false,
                Message = "The project backup could not be imported, so no project data was saved.",
                TechnicalDetail = ex.Message
            };
        }
    }

    private static ImportResult BuildBackupDryRunResult(ImportPreview preview)
        => new()
        {
            Succeeded = true,
            IsDryRun = true,
            ProjectName = preview.Package?.Project.Title ?? "Dry run",
            BooksCreated = preview.BookCount,
            ChaptersCreated = preview.ChapterCount,
            ScenesCreated = preview.SceneCount,
            CharactersCreated = preview.CharacterCount,
            LocationsCreated = preview.LocationCount,
            SceneCharacterAppearancesCreated = preview.SceneCharacterAppearanceCount,
            PlotLinesCreated = preview.PlotLineCount,
            PlotThreadsCreated = preview.PlotThreadCount,
            ThreadEventsCreated = preview.ThreadEventCount,
            StoryAssetsCreated = preview.StoryAssetCount,
            AssetStatesCreated = preview.AssetStateCount,
            AssetEventsCreated = preview.AssetEventCount,
            AssetCustodyEventsCreated = preview.AssetCustodyCount,
            SceneDependenciesCreated = preview.SceneDependencyCount,
            WarningCount = preview.WarningCount,
            Message = "Dry run complete. No data was saved."
        };

    private static bool TryReadProjectBackup(string jsonText, out ProjectBackupExport? backup, out ImportValidationResult validation)
    {
        backup = null;
        validation = new ImportValidationResult();

        try
        {
            using var document = JsonDocument.Parse(jsonText, new JsonDocumentOptions
            {
                AllowTrailingCommas = true,
                CommentHandling = JsonCommentHandling.Skip
            });

            if (!TryGetString(document.RootElement, "format", out var format)
                && !TryGetString(document.RootElement, "Format", out format))
            {
                return false;
            }

            if (!string.Equals(format, "PlotWeaver.ProjectBackup", StringComparison.Ordinal))
            {
                validation.Errors.Add("The project backup format is not recognised.");
                return true;
            }
        }
        catch (JsonException ex)
        {
            validation.Errors.Add($"The JSON could not be read: {ex.Message}");
            return true;
        }

        try
        {
            backup = JsonSerializer.Deserialize<ProjectBackupExport>(jsonText, JsonOptions);
        }
        catch (JsonException ex)
        {
            validation.Errors.Add($"The project backup could not be read: {ex.Message}");
            return true;
        }

        if (backup is null)
        {
            validation.Errors.Add("The project backup is empty.");
            return true;
        }

        if (!string.Equals(backup.Format, "PlotWeaver.ProjectBackup", StringComparison.Ordinal))
        {
            validation.Errors.Add("The project backup format is not recognised.");
        }

        if (!string.Equals(backup.FormatVersion, "1.0", StringComparison.Ordinal))
        {
            validation.Errors.Add($"Project backup format version \"{backup.FormatVersion}\" is not supported.");
        }

        if (backup.Project is null || string.IsNullOrWhiteSpace(backup.Project.ProjectName))
        {
            validation.Errors.Add("The project backup does not contain a project name.");
        }

        return true;
    }

    private static ProjectImportFormat DetectImportFormat(string jsonText, ImportValidationResult validation)
    {
        try
        {
            using var document = JsonDocument.Parse(jsonText, new JsonDocumentOptions
            {
                AllowTrailingCommas = true,
                CommentHandling = JsonCommentHandling.Skip
            });
            var root = document.RootElement;

            if (TryGetString(root, "format", out var format)
                || TryGetString(root, "Format", out format))
            {
                if (string.Equals(format, "PlotWeaver.ProjectBackup", StringComparison.Ordinal))
                {
                    return ProjectImportFormat.ProjectBackup;
                }

                validation.Errors.Add($"The project import format \"{format}\" is not supported.");
                return ProjectImportFormat.Unsupported;
            }

            if ((TryGetString(root, "packageVersion", out _) || TryGetString(root, "PackageVersion", out _))
                && (root.TryGetProperty("books", out _)
                    || root.TryGetProperty("Books", out _)
                    || root.TryGetProperty("characters", out _)
                    || root.TryGetProperty("Characters", out _)
                    || root.TryGetProperty("locations", out _)
                    || root.TryGetProperty("Locations", out _)))
            {
                return ProjectImportFormat.LegacyPackage;
            }

            validation.Errors.Add("The uploaded JSON is not a recognised PlotDirector import package or project backup.");
            return ProjectImportFormat.Unsupported;
        }
        catch (JsonException ex)
        {
            validation.Errors.Add($"The JSON could not be read: {ex.Message}");
            return ProjectImportFormat.Unsupported;
        }
    }

    private static bool TryGetString(JsonElement element, string propertyName, out string? value)
    {
        value = null;
        if (!element.TryGetProperty(propertyName, out var property) || property.ValueKind != JsonValueKind.String)
        {
            return false;
        }

        value = property.GetString();
        return true;
    }

    private static PlotLineImportPackage BuildPreviewPackageFromBackup(ProjectBackupExport backup)
    {
        var package = new PlotLineImportPackage
        {
            PackageVersion = backup.FormatVersion,
            Source = backup.Format,
            CreatedBy = backup.SourceApplication,
            CreatedDate = backup.ExportedAtUtc.ToString("yyyy-MM-dd HH:mm 'UTC'"),
            Description = "Imported from a PlotDirector project backup.",
            Project = new ImportProjectDto
            {
                Title = backup.Project?.ProjectName ?? string.Empty,
                Description = backup.Project?.Description
            },
            Characters = backup.Data.Characters
                .Select(character => new ImportCharacterDto
                {
                    Name = character.CharacterName,
                    DisplayName = character.CharacterName,
                    ShortName = character.ShortName,
                    Importance = character.CharacterImportance,
                    Description = character.DefaultDescription
                })
                .ToList(),
            Locations = backup.Data.Locations
                .Select(location => new ImportLocationDto
                {
                    Name = location.LocationName,
                    DisplayName = location.LocationName,
                    Type = location.LocationTypeName,
                    ParentLocationName = location.ParentLocationName,
                    Description = location.Description
                })
                .ToList(),
            PlotLines = backup.Data.PlotLines
                .Select(plotLine => new ImportPlotLineDto
                {
                    Name = plotLine.PlotLineName,
                    DisplayName = plotLine.PlotLineName,
                    Type = plotLine.PlotLineTypeName,
                    Description = plotLine.Description,
                    Threads = backup.Data.PlotThreads
                        .Where(thread => thread.PlotLineID == plotLine.PlotLineID)
                        .Select(thread => new ImportPlotThreadDto
                        {
                            Name = thread.ThreadTitle,
                            DisplayName = thread.ThreadTitle,
                            Type = thread.ThreadTypeName,
                            Status = thread.ThreadStatusName,
                            Importance = thread.Importance,
                            Description = thread.Summary,
                            Events = backup.Data.ThreadEvents
                                .Where(threadEvent => threadEvent.PlotThreadID == thread.PlotThreadID)
                                .Select(threadEvent => new ImportThreadEventDto
                                {
                                    Title = threadEvent.EventTitle,
                                    EventType = threadEvent.EventTypeName,
                                    Summary = threadEvent.EventDescription
                                })
                                .ToList()
                        })
                        .ToList()
                })
                .ToList(),
            StoryAssets = backup.Data.StoryAssets
                .Select(asset => new ImportStoryAssetDto
                {
                    Name = asset.AssetName,
                    DisplayName = asset.AssetName,
                    Type = asset.KindName,
                    Importance = asset.Importance,
                    Description = asset.Description,
                    InitialLocationName = asset.CurrentLocationName,
                    States = backup.Data.AssetEvents
                        .Where(assetEvent => assetEvent.StoryAssetID == asset.StoryAssetID)
                        .Select(assetEvent => new ImportAssetStateDto { StateName = assetEvent.ToStateName, Description = assetEvent.EventDescription })
                        .ToList(),
                    Events = backup.Data.AssetEvents
                        .Where(assetEvent => assetEvent.StoryAssetID == asset.StoryAssetID)
                        .Select(assetEvent => new ImportAssetEventDto { Title = assetEvent.EventTitle, EventType = assetEvent.AssetEventTypeName, Summary = assetEvent.EventDescription })
                        .ToList()
                })
                .ToList(),
            Books = backup.Data.Books
                .OrderBy(book => book.SortOrder)
                .ThenBy(book => book.BookNumber)
                .Select(book => new ImportBookDto
                {
                    Title = book.BookTitle,
                    SeriesOrder = book.BookNumber,
                    Description = book.Description,
                    Chapters = backup.Data.Chapters
                        .Where(chapter => chapter.BookID == book.BookID)
                        .OrderBy(chapter => chapter.SortOrder)
                        .Select(chapter => new ImportChapterDto
                        {
                            ChapterNumber = chapter.ChapterNumber,
                            Title = chapter.ChapterTitle,
                            Order = chapter.SortOrder,
                            Summary = chapter.Summary,
                            Scenes = backup.Data.Scenes
                                .Where(scene => scene.ChapterID == chapter.ChapterID)
                                .OrderBy(scene => scene.SortOrder)
                                .Select(scene => new ImportSceneDto
                                {
                                    SceneNumber = scene.SceneNumber,
                                    Title = scene.SceneTitle,
                                    Order = scene.SortOrder,
                                    Summary = scene.Summary,
                                    PovCharacterName = scene.POVCharacterID.HasValue
                                        ? backup.Data.Characters.FirstOrDefault(character => character.CharacterID == scene.POVCharacterID.Value)?.CharacterName
                                        : null,
                                    LocationName = scene.PrimaryLocationName,
                                    DateTimeText = scene.RelativeTimeText,
                                    PurposeText = scene.ScenePurposeNotes,
                                    OutcomeText = scene.SceneOutcomeNotes,
                                    SceneCharacters = backup.Data.SceneCharacters
                                        .Where(appearance => appearance.SceneID == scene.SceneID)
                                        .Select(appearance => new ImportSceneCharacterDto
                                        {
                                            CharacterName = appearance.CharacterName,
                                            RoleInScene = appearance.RoleInSceneTypeName,
                                            Notes = appearance.AppearanceNotes
                                        })
                                        .ToList()
                                })
                                .ToList()
                        })
                        .ToList()
                })
                .ToList()
        };

        return package;
    }

    private static readonly string[] ProjectBackupIdentityTables =
    [
        "ProjectTimelineSettings", "TimelineViewPresets", "SceneMetricTypes", "Books", "Chapters", "Scenes",
        "SceneOutcomes", "PlotLines", "PlotThreads", "ThreadEvents", "AssetStates", "StoryAssets", "AssetEvents",
        "AssetDependencies", "AssetCustodyEvents", "AssetCustodyEventCharacters", "Characters", "SceneCharacters",
        "CharacterAttributeTypes", "CharacterAttributeEvents", "CharacterKnowledge", "CharacterRelationships",
        "RelationshipEvents", "Locations", "LocationRelationships", "SceneAssetLocations", "SceneDependencies",
        "ValidationRuns", "ContinuityWarnings", "SceneNotes", "SceneWorkflow", "SceneChecklistItems",
        "SceneAttachments", "ChapterGoals", "Scenarios", "ScenarioSceneOrder", "ScenarioValidationRuns",
        "ScenarioWarnings"
    ];

    private static void RemapProjectBackupForImport(
        ProjectBackupExport backup,
        int projectId,
        string projectName,
        IReadOnlyDictionary<string, int> maxIds,
        ProjectBackupRelationshipImportLookups relationshipLookups,
        ICollection<string> warnings)
    {
        if (backup.Project is null)
        {
            return;
        }

        var maps = new Dictionary<string, Dictionary<int, int>>(StringComparer.OrdinalIgnoreCase);
        var nextIds = ProjectBackupIdentityTables.ToDictionary(table => table, table => maxIds.TryGetValue(table, out var maxId) ? maxId : 0, StringComparer.OrdinalIgnoreCase);
        int Next(string table) => nextIds[table] = nextIds[table] + 1;
        Dictionary<int, int> Map(string table) => maps.TryGetValue(table, out var map) ? map : maps[table] = new Dictionary<int, int>();
        int NewId(string table, int oldId)
        {
            var map = Map(table);
            if (!map.TryGetValue(oldId, out var newId))
            {
                newId = Next(table);
                map[oldId] = newId;
            }

            return newId;
        }
        int ExistingOrNew(string table, int oldId) => maps.TryGetValue(table, out var map) && map.TryGetValue(oldId, out var newId) ? newId : oldId;
        int? ExistingOrNewNullable(string table, int? oldId) => oldId.HasValue ? ExistingOrNew(table, oldId.Value) : null;
        static Dictionary<string, int> LookupByName(IEnumerable<ProjectBackupLookupRow> rows)
            => rows.Where(x => !string.IsNullOrWhiteSpace(x.LookupName))
                .GroupBy(x => x.LookupName.Trim(), StringComparer.OrdinalIgnoreCase)
                .ToDictionary(x => x.Key, x => x.First().LookupID, StringComparer.OrdinalIgnoreCase);

        var revisionStatusIds = LookupByName(relationshipLookups.RevisionStatuses);
        var timeModeIds = LookupByName(relationshipLookups.TimeModes);
        var durationUnitIds = LookupByName(relationshipLookups.DurationUnits);
        var timeConfidenceIds = LookupByName(relationshipLookups.TimeConfidences);
        var locationTypeIds = LookupByName(relationshipLookups.LocationTypes);
        var locationRelationshipTypeIds = LookupByName(relationshipLookups.LocationRelationshipTypes);
        var plotLineTypeIds = LookupByName(relationshipLookups.PlotLineTypes);
        var threadTypeIds = LookupByName(relationshipLookups.ThreadTypes);
        var threadStatusIds = LookupByName(relationshipLookups.ThreadStatuses);
        var threadEventTypeIds = LookupByName(relationshipLookups.ThreadEventTypes);
        var assetKindIds = LookupByName(relationshipLookups.AssetKinds);
        var assetStateIds = LookupByName(relationshipLookups.AssetStates);
        var assetEventTypeIds = LookupByName(relationshipLookups.AssetEventTypes);
        var assetDependencyTypeIds = LookupByName(relationshipLookups.AssetDependencyTypes);
        var assetCustodyEventTypeIds = LookupByName(relationshipLookups.AssetCustodyEventTypes);
        var custodyRoleIds = LookupByName(relationshipLookups.CustodyRoles);
        var characterRoleTypeIds = LookupByName(relationshipLookups.CharacterRoleTypes);
        var presenceTypeIds = LookupByName(relationshipLookups.PresenceTypes);
        var knowledgeStateIds = LookupByName(relationshipLookups.KnowledgeStates);
        var sceneDependencyTypeIds = LookupByName(relationshipLookups.SceneDependencyTypes);
        var sceneNoteTypeIds = LookupByName(relationshipLookups.SceneNoteTypes);
        var sceneAttachmentTypeIds = LookupByName(relationshipLookups.SceneAttachmentTypes);
        var scenePurposeTypeIds = LookupByName(relationshipLookups.ScenePurposeTypes);
        var sceneMetricTypeIds = LookupByName(relationshipLookups.SceneMetricTypes);
        var relationshipTypeIdsByName = relationshipLookups.RelationshipTypes
            .Where(x => !string.IsNullOrWhiteSpace(x.TypeName))
            .GroupBy(x => x.TypeName.Trim(), StringComparer.OrdinalIgnoreCase)
            .ToDictionary(x => x.Key, x => x.First().RelationshipTypeID, StringComparer.OrdinalIgnoreCase);
        var relationshipStateIdsByName = relationshipLookups.RelationshipStates
            .Where(x => !string.IsNullOrWhiteSpace(x.StateName))
            .GroupBy(x => x.StateName.Trim(), StringComparer.OrdinalIgnoreCase)
            .ToDictionary(x => x.Key, x => x.First().RelationshipStateID, StringComparer.OrdinalIgnoreCase);
        int ResolveLookupID(Dictionary<string, int> lookup, int currentId, string? lookupName, string context)
        {
            if (!string.IsNullOrWhiteSpace(lookupName) && lookup.TryGetValue(lookupName.Trim(), out var resolvedId))
            {
                return resolvedId;
            }

            warnings.Add($"{context} has lookup value \"{lookupName}\" which was not found in the target database. The exported ID {currentId} was retained.");
            return currentId;
        }
        int? ResolveNullableLookupID(Dictionary<string, int> lookup, int? currentId, string? lookupName, string context)
        {
            if (!currentId.HasValue)
            {
                return null;
            }

            return ResolveLookupID(lookup, currentId.Value, lookupName, context);
        }
        int? ResolveMappedOrLookupID(string table, Dictionary<string, int> lookup, int? currentId, string? lookupName, string context)
        {
            if (!currentId.HasValue)
            {
                return null;
            }

            if (maps.TryGetValue(table, out var map) && map.TryGetValue(currentId.Value, out var mappedId))
            {
                return mappedId;
            }

            return ResolveLookupID(lookup, currentId.Value, lookupName, context);
        }
        int ResolveRelationshipTypeID(CharacterRelationship relationship)
        {
            if (!string.IsNullOrWhiteSpace(relationship.RelationshipTypeName)
                && relationshipTypeIdsByName.TryGetValue(relationship.RelationshipTypeName.Trim(), out var relationshipTypeId))
            {
                return relationshipTypeId;
            }

            warnings.Add($"Relationship {relationship.CharacterRelationshipID} between \"{relationship.CharacterAName}\" and \"{relationship.CharacterBName}\" has relationship type \"{relationship.RelationshipTypeName}\" which was not found in the target database. The exported ID {relationship.RelationshipTypeID} was retained.");
            return relationship.RelationshipTypeID;
        }
        int? ResolveRelationshipStateID(int? stateId, string? stateName, string context)
        {
            if (!stateId.HasValue)
            {
                return null;
            }

            if (!string.IsNullOrWhiteSpace(stateName)
                && relationshipStateIdsByName.TryGetValue(stateName.Trim(), out var relationshipStateId))
            {
                return relationshipStateId;
            }

            warnings.Add($"{context} has relationship state \"{stateName}\" which was not found in the target database. The exported ID {stateId.Value} was retained.");
            return stateId;
        }

        backup.Project.ProjectID = projectId;
        backup.Project.ProjectName = projectName;
        backup.Project.IsArchived = false;
        backup.Project.ArchivedDate = null;
        backup.Project.ArchivedReason = null;

        foreach (var settings in backup.Data.TimelineSettings)
        {
            settings.ProjectTimelineSettingsID = NewId("ProjectTimelineSettings", settings.ProjectTimelineSettingsID);
            settings.ProjectID = projectId;
        }

        foreach (var metric in backup.Data.SceneMetricTypes.Where(metric => metric.ProjectID.HasValue))
        {
            metric.MetricTypeID = NewId("SceneMetricTypes", metric.MetricTypeID);
            metric.ProjectID = projectId;
        }

        foreach (var assetState in backup.Data.AssetStates.Where(state => state.ProjectID.HasValue))
        {
            assetState.AssetStateID = NewId("AssetStates", assetState.AssetStateID);
            assetState.ProjectID = projectId;
            assetState.AssetKindID = ResolveNullableLookupID(assetKindIds, assetState.AssetKindID, assetState.KindName, $"Asset state \"{assetState.StateName}\" kind");
        }

        foreach (var attributeType in backup.Data.CharacterAttributeTypes.Where(type => type.ProjectID.HasValue))
        {
            attributeType.CharacterAttributeTypeID = NewId("CharacterAttributeTypes", attributeType.CharacterAttributeTypeID);
            attributeType.ProjectID = projectId;
        }

        foreach (var book in backup.Data.Books)
        {
            book.BookID = NewId("Books", book.BookID);
            book.ProjectID = projectId;
        }

        foreach (var character in backup.Data.Characters)
        {
            character.CharacterID = NewId("Characters", character.CharacterID);
            character.ProjectID = projectId;
            character.AgeReferenceSceneID = ExistingOrNewNullable("Scenes", character.AgeReferenceSceneID);
        }

        foreach (var location in backup.Data.Locations)
        {
            location.LocationID = NewId("Locations", location.LocationID);
            location.ProjectID = projectId;
            location.LocationTypeID = ResolveNullableLookupID(locationTypeIds, location.LocationTypeID, location.LocationTypeName, $"Location \"{location.LocationName}\" type");
        }

        foreach (var chapter in backup.Data.Chapters)
        {
            chapter.ChapterID = NewId("Chapters", chapter.ChapterID);
            chapter.BookID = ExistingOrNew("Books", chapter.BookID);
            chapter.POVCharacterID = ExistingOrNewNullable("Characters", chapter.POVCharacterID);
            chapter.RevisionStatusID = ResolveLookupID(revisionStatusIds, chapter.RevisionStatusID, chapter.RevisionStatusName, $"Chapter \"{chapter.ChapterTitle}\" revision status");
        }

        foreach (var scene in backup.Data.Scenes)
        {
            scene.SceneID = NewId("Scenes", scene.SceneID);
            scene.ChapterID = ExistingOrNew("Chapters", scene.ChapterID);
            scene.POVCharacterID = ExistingOrNewNullable("Characters", scene.POVCharacterID);
            scene.PrimaryLocationID = ExistingOrNewNullable("Locations", scene.PrimaryLocationID);
            scene.TimeModeID = ResolveLookupID(timeModeIds, scene.TimeModeID, scene.TimeModeName, $"Scene \"{scene.SceneTitle}\" time mode");
            scene.DurationUnitID = ResolveNullableLookupID(durationUnitIds, scene.DurationUnitID, scene.DurationUnitName, $"Scene \"{scene.SceneTitle}\" duration unit");
            scene.TimeConfidenceID = ResolveLookupID(timeConfidenceIds, scene.TimeConfidenceID, scene.TimeConfidenceName, $"Scene \"{scene.SceneTitle}\" time confidence");
            scene.RevisionStatusID = ResolveLookupID(revisionStatusIds, scene.RevisionStatusID, scene.RevisionStatusName, $"Scene \"{scene.SceneTitle}\" revision status");
        }

        foreach (var location in backup.Data.Locations)
        {
            location.ParentLocationID = ExistingOrNewNullable("Locations", location.ParentLocationID);
        }

        foreach (var character in backup.Data.Characters)
        {
            character.AgeReferenceSceneID = ExistingOrNewNullable("Scenes", character.AgeReferenceSceneID);
        }

        foreach (var purpose in backup.Data.ScenePurposes)
        {
            purpose.SceneID = ExistingOrNew("Scenes", purpose.SceneID);
            purpose.ScenePurposeTypeID = ResolveLookupID(scenePurposeTypeIds, purpose.ScenePurposeTypeID, purpose.PurposeName, $"Scene purpose \"{purpose.PurposeName}\"");
        }

        foreach (var outcome in backup.Data.SceneOutcomes)
        {
            outcome.SceneOutcomeID = NewId("SceneOutcomes", outcome.SceneOutcomeID);
            outcome.SceneID = ExistingOrNew("Scenes", outcome.SceneID);
        }

        foreach (var metricValue in backup.Data.SceneMetricValues)
        {
            metricValue.SceneID = ExistingOrNew("Scenes", metricValue.SceneID);
            metricValue.MetricTypeID = ResolveMappedOrLookupID("SceneMetricTypes", sceneMetricTypeIds, metricValue.MetricTypeID, metricValue.MetricName, $"Scene metric value \"{metricValue.MetricName}\"") ?? metricValue.MetricTypeID;
        }

        foreach (var metricSetting in backup.Data.TimelineMetricSettings)
        {
            metricSetting.ProjectID = projectId;
            metricSetting.MetricTypeID = ResolveMappedOrLookupID("SceneMetricTypes", sceneMetricTypeIds, metricSetting.MetricTypeID, metricSetting.MetricName, $"Timeline metric setting \"{metricSetting.MetricName}\"") ?? metricSetting.MetricTypeID;
        }

        foreach (var preset in backup.Data.TimelineViewPresets)
        {
            preset.TimelineViewPresetID = NewId("TimelineViewPresets", preset.TimelineViewPresetID);
            preset.ProjectID = projectId;
            preset.BookID = ExistingOrNewNullable("Books", preset.BookID);
        }

        foreach (var plotLine in backup.Data.PlotLines)
        {
            plotLine.PlotLineID = NewId("PlotLines", plotLine.PlotLineID);
            plotLine.ProjectID = projectId;
            plotLine.BookID = ExistingOrNewNullable("Books", plotLine.BookID);
            plotLine.PlotLineTypeID = ResolveLookupID(plotLineTypeIds, plotLine.PlotLineTypeID, plotLine.PlotLineTypeName, $"Plot line \"{plotLine.PlotLineName}\" type");
        }

        foreach (var plotLine in backup.Data.PlotLines)
        {
            plotLine.ParentPlotLineID = ExistingOrNewNullable("PlotLines", plotLine.ParentPlotLineID);
        }

        foreach (var thread in backup.Data.PlotThreads)
        {
            thread.PlotThreadID = NewId("PlotThreads", thread.PlotThreadID);
            thread.PlotLineID = ExistingOrNew("PlotLines", thread.PlotLineID);
            thread.ProjectID = projectId;
            thread.ThreadTypeID = ResolveLookupID(threadTypeIds, thread.ThreadTypeID, thread.ThreadTypeName, $"Plot thread \"{thread.ThreadTitle}\" type");
            thread.ThreadStatusID = ResolveLookupID(threadStatusIds, thread.ThreadStatusID, thread.ThreadStatusName, $"Plot thread \"{thread.ThreadTitle}\" status");
            thread.IntroducedSceneID = ExistingOrNewNullable("Scenes", thread.IntroducedSceneID);
            thread.PlannedResolutionSceneID = ExistingOrNewNullable("Scenes", thread.PlannedResolutionSceneID);
            thread.ActualResolutionSceneID = ExistingOrNewNullable("Scenes", thread.ActualResolutionSceneID);
        }

        foreach (var threadEvent in backup.Data.ThreadEvents)
        {
            threadEvent.ThreadEventID = NewId("ThreadEvents", threadEvent.ThreadEventID);
            threadEvent.PlotThreadID = ExistingOrNew("PlotThreads", threadEvent.PlotThreadID);
            threadEvent.PlotLineID = ExistingOrNew("PlotLines", threadEvent.PlotLineID);
            threadEvent.SceneID = ExistingOrNew("Scenes", threadEvent.SceneID);
            threadEvent.EventTypeID = ResolveLookupID(threadEventTypeIds, threadEvent.EventTypeID, threadEvent.EventTypeName, $"Thread event \"{threadEvent.EventTitle}\" type");
        }

        foreach (var asset in backup.Data.StoryAssets)
        {
            asset.StoryAssetID = NewId("StoryAssets", asset.StoryAssetID);
            asset.ProjectID = projectId;
            asset.AssetKindID = ResolveLookupID(assetKindIds, asset.AssetKindID, asset.KindName, $"Story asset \"{asset.AssetName}\" kind");
            asset.CurrentStateID = ResolveMappedOrLookupID("AssetStates", assetStateIds, asset.CurrentStateID, asset.CurrentStateName, $"Story asset \"{asset.AssetName}\" current state");
            asset.CurrentLocationID = ExistingOrNewNullable("Locations", asset.CurrentLocationID);
        }

        foreach (var assetEvent in backup.Data.AssetEvents)
        {
            assetEvent.AssetEventID = NewId("AssetEvents", assetEvent.AssetEventID);
            assetEvent.StoryAssetID = ExistingOrNew("StoryAssets", assetEvent.StoryAssetID);
            assetEvent.ProjectID = projectId;
            assetEvent.SceneID = ExistingOrNew("Scenes", assetEvent.SceneID);
            assetEvent.AssetKindID = ResolveLookupID(assetKindIds, assetEvent.AssetKindID, assetEvent.KindName, $"Asset event \"{assetEvent.EventTitle}\" kind");
            assetEvent.AssetEventTypeID = ResolveLookupID(assetEventTypeIds, assetEvent.AssetEventTypeID, assetEvent.AssetEventTypeName, $"Asset event \"{assetEvent.EventTitle}\" type");
            assetEvent.FromStateID = ResolveMappedOrLookupID("AssetStates", assetStateIds, assetEvent.FromStateID, assetEvent.FromStateName, $"Asset event \"{assetEvent.EventTitle}\" from state");
            assetEvent.ToStateID = ResolveMappedOrLookupID("AssetStates", assetStateIds, assetEvent.ToStateID, assetEvent.ToStateName, $"Asset event \"{assetEvent.EventTitle}\" to state");
        }

        foreach (var dependency in backup.Data.AssetDependencies)
        {
            dependency.AssetDependencyID = NewId("AssetDependencies", dependency.AssetDependencyID);
            dependency.SourceAssetID = ExistingOrNew("StoryAssets", dependency.SourceAssetID);
            dependency.TargetAssetID = ExistingOrNew("StoryAssets", dependency.TargetAssetID);
            dependency.AssetDependencyTypeID = ResolveLookupID(assetDependencyTypeIds, dependency.AssetDependencyTypeID, dependency.DependencyTypeName, $"Asset dependency {dependency.AssetDependencyID} type");
            dependency.SourceRequiredStateID = ResolveMappedOrLookupID("AssetStates", assetStateIds, dependency.SourceRequiredStateID, dependency.SourceRequiredStateName, $"Asset dependency {dependency.AssetDependencyID} source state");
            dependency.TargetBlockedStateID = ResolveMappedOrLookupID("AssetStates", assetStateIds, dependency.TargetBlockedStateID, dependency.TargetBlockedStateName, $"Asset dependency {dependency.AssetDependencyID} target state");
        }

        foreach (var custodyEvent in backup.Data.AssetCustodyEvents)
        {
            custodyEvent.AssetCustodyEventID = NewId("AssetCustodyEvents", custodyEvent.AssetCustodyEventID);
            custodyEvent.StoryAssetID = ExistingOrNew("StoryAssets", custodyEvent.StoryAssetID);
            custodyEvent.SceneID = ExistingOrNew("Scenes", custodyEvent.SceneID);
            custodyEvent.AssetCustodyEventTypeID = ResolveLookupID(assetCustodyEventTypeIds, custodyEvent.AssetCustodyEventTypeID, custodyEvent.CustodyEventTypeName, $"Asset custody event {custodyEvent.AssetCustodyEventID} type");
        }

        foreach (var custodyCharacter in backup.Data.AssetCustodyCharacters)
        {
            custodyCharacter.AssetCustodyEventCharacterID = NewId("AssetCustodyEventCharacters", custodyCharacter.AssetCustodyEventCharacterID);
            custodyCharacter.AssetCustodyEventID = ExistingOrNew("AssetCustodyEvents", custodyCharacter.AssetCustodyEventID);
            custodyCharacter.CharacterID = ExistingOrNewNullable("Characters", custodyCharacter.CharacterID);
            custodyCharacter.CustodyRoleID = ResolveLookupID(custodyRoleIds, custodyCharacter.CustodyRoleID, custodyCharacter.CustodyRoleName, $"Asset custody character {custodyCharacter.AssetCustodyEventCharacterID} role");
        }

        foreach (var sceneCharacter in backup.Data.SceneCharacters)
        {
            sceneCharacter.SceneCharacterID = NewId("SceneCharacters", sceneCharacter.SceneCharacterID);
            sceneCharacter.SceneID = ExistingOrNew("Scenes", sceneCharacter.SceneID);
            sceneCharacter.CharacterID = ExistingOrNew("Characters", sceneCharacter.CharacterID);
            sceneCharacter.ProjectID = projectId;
            sceneCharacter.RoleInSceneTypeID = ResolveNullableLookupID(characterRoleTypeIds, sceneCharacter.RoleInSceneTypeID, sceneCharacter.RoleInSceneTypeName, $"Scene character \"{sceneCharacter.CharacterName}\" role");
            sceneCharacter.PresenceTypeID = ResolveNullableLookupID(presenceTypeIds, sceneCharacter.PresenceTypeID, sceneCharacter.PresenceTypeName, $"Scene character \"{sceneCharacter.CharacterName}\" presence");
            sceneCharacter.LocationID = ExistingOrNewNullable("Locations", sceneCharacter.LocationID);
            sceneCharacter.EntryLocationID = ExistingOrNewNullable("Locations", sceneCharacter.EntryLocationID);
            sceneCharacter.ExitLocationID = ExistingOrNewNullable("Locations", sceneCharacter.ExitLocationID);
        }

        foreach (var attributeEvent in backup.Data.CharacterAttributeEvents)
        {
            attributeEvent.CharacterAttributeEventID = NewId("CharacterAttributeEvents", attributeEvent.CharacterAttributeEventID);
            attributeEvent.CharacterID = ExistingOrNew("Characters", attributeEvent.CharacterID);
            attributeEvent.CharacterAttributeTypeID = ExistingOrNew("CharacterAttributeTypes", attributeEvent.CharacterAttributeTypeID);
            attributeEvent.SceneID = ExistingOrNew("Scenes", attributeEvent.SceneID);
        }

        foreach (var knowledge in backup.Data.CharacterKnowledge)
        {
            knowledge.CharacterKnowledgeID = NewId("CharacterKnowledge", knowledge.CharacterKnowledgeID);
            knowledge.CharacterID = ExistingOrNew("Characters", knowledge.CharacterID);
            knowledge.StoryAssetID = ExistingOrNewNullable("StoryAssets", knowledge.StoryAssetID);
            knowledge.PlotThreadID = ExistingOrNewNullable("PlotThreads", knowledge.PlotThreadID);
            knowledge.SceneID = ExistingOrNew("Scenes", knowledge.SceneID);
            knowledge.KnowledgeStateID = ResolveLookupID(knowledgeStateIds, knowledge.KnowledgeStateID, knowledge.KnowledgeStateName, $"Character knowledge {knowledge.CharacterKnowledgeID} state");
            knowledge.SourceEventID = ExistingOrNewNullable("ThreadEvents", knowledge.SourceEventID);
        }

        foreach (var relationship in backup.Data.CharacterRelationships)
        {
            relationship.CharacterRelationshipID = NewId("CharacterRelationships", relationship.CharacterRelationshipID);
            relationship.ProjectID = projectId;
            relationship.CharacterAID = ExistingOrNew("Characters", relationship.CharacterAID);
            relationship.CharacterBID = ExistingOrNew("Characters", relationship.CharacterBID);
            relationship.RelationshipTypeID = ResolveRelationshipTypeID(relationship);
            relationship.StartSceneID = ExistingOrNewNullable("Scenes", relationship.StartSceneID);
            relationship.EndSceneID = ExistingOrNewNullable("Scenes", relationship.EndSceneID);
            relationship.InitialBookID = ExistingOrNewNullable("Books", relationship.InitialBookID);
            relationship.InitialRelationshipStateID = ResolveRelationshipStateID(
                relationship.InitialRelationshipStateID,
                relationship.InitialRelationshipStateName,
                $"Initial relationship {relationship.CharacterRelationshipID} between \"{relationship.CharacterAName}\" and \"{relationship.CharacterBName}\"");
        }

        foreach (var relationshipEvent in backup.Data.RelationshipEvents)
        {
            relationshipEvent.RelationshipEventID = NewId("RelationshipEvents", relationshipEvent.RelationshipEventID);
            relationshipEvent.CharacterRelationshipID = ExistingOrNew("CharacterRelationships", relationshipEvent.CharacterRelationshipID);
            relationshipEvent.ProjectID = projectId;
            relationshipEvent.CharacterAID = ExistingOrNew("Characters", relationshipEvent.CharacterAID);
            relationshipEvent.CharacterBID = ExistingOrNew("Characters", relationshipEvent.CharacterBID);
            relationshipEvent.SceneID = ExistingOrNew("Scenes", relationshipEvent.SceneID);
            relationshipEvent.RelationshipStateID = ResolveRelationshipStateID(
                relationshipEvent.RelationshipStateID,
                relationshipEvent.RelationshipStateName,
                $"Relationship event {relationshipEvent.RelationshipEventID}") ?? relationshipEvent.RelationshipStateID;
        }

        foreach (var relationship in backup.Data.LocationRelationships)
        {
            relationship.LocationRelationshipID = NewId("LocationRelationships", relationship.LocationRelationshipID);
            relationship.FromLocationID = ExistingOrNew("Locations", relationship.FromLocationID);
            relationship.ToLocationID = ExistingOrNew("Locations", relationship.ToLocationID);
            relationship.LocationRelationshipTypeID = ResolveLookupID(locationRelationshipTypeIds, relationship.LocationRelationshipTypeID, relationship.RelationshipTypeName, $"Location relationship {relationship.LocationRelationshipID} type");
        }

        foreach (var sceneAssetLocation in backup.Data.SceneAssetLocations)
        {
            sceneAssetLocation.SceneAssetLocationID = NewId("SceneAssetLocations", sceneAssetLocation.SceneAssetLocationID);
            sceneAssetLocation.SceneID = ExistingOrNew("Scenes", sceneAssetLocation.SceneID);
            sceneAssetLocation.StoryAssetID = ExistingOrNew("StoryAssets", sceneAssetLocation.StoryAssetID);
            sceneAssetLocation.LocationID = ExistingOrNew("Locations", sceneAssetLocation.LocationID);
        }

        foreach (var dependency in backup.Data.SceneDependencies)
        {
            dependency.SceneDependencyID = NewId("SceneDependencies", dependency.SceneDependencyID);
            dependency.ProjectID = projectId;
            dependency.SourceSceneID = ExistingOrNew("Scenes", dependency.SourceSceneID);
            dependency.TargetSceneID = ExistingOrNew("Scenes", dependency.TargetSceneID);
            dependency.SceneDependencyTypeID = ResolveLookupID(sceneDependencyTypeIds, dependency.SceneDependencyTypeID, dependency.SceneDependencyTypeName, $"Scene dependency {dependency.SceneDependencyID} type");
        }

        foreach (var validationRun in backup.Data.ValidationRuns)
        {
            validationRun.ValidationRunID = NewId("ValidationRuns", validationRun.ValidationRunID);
            validationRun.ProjectID = projectId;
            validationRun.BookID = ExistingOrNewNullable("Books", validationRun.BookID);
        }

        foreach (var warning in backup.Data.ContinuityWarnings)
        {
            warning.ContinuityWarningID = NewId("ContinuityWarnings", warning.ContinuityWarningID);
            warning.ValidationRunID = ExistingOrNewNullable("ValidationRuns", warning.ValidationRunID);
            warning.ProjectID = projectId;
            warning.BookID = ExistingOrNewNullable("Books", warning.BookID);
            warning.ChapterID = ExistingOrNewNullable("Chapters", warning.ChapterID);
            warning.SceneID = ExistingOrNewNullable("Scenes", warning.SceneID);
            warning.EntityID = RemapPolymorphicEntityID(warning.EntityType, warning.EntityID, ExistingOrNewNullable);
        }

        foreach (var note in backup.Data.SceneNotes)
        {
            note.SceneNoteID = NewId("SceneNotes", note.SceneNoteID);
            note.SceneID = ExistingOrNew("Scenes", note.SceneID);
            note.SceneNoteTypeID = ResolveLookupID(sceneNoteTypeIds, note.SceneNoteTypeID, note.TypeName, $"Scene note \"{note.NoteTitle}\" type");
        }

        foreach (var workflow in backup.Data.SceneWorkflow)
        {
            workflow.SceneWorkflowID = NewId("SceneWorkflow", workflow.SceneWorkflowID);
            workflow.SceneID = ExistingOrNew("Scenes", workflow.SceneID);
        }

        foreach (var item in backup.Data.SceneChecklistItems)
        {
            item.SceneChecklistItemID = NewId("SceneChecklistItems", item.SceneChecklistItemID);
            item.SceneID = ExistingOrNew("Scenes", item.SceneID);
        }

        foreach (var attachment in backup.Data.SceneAttachments)
        {
            attachment.SceneAttachmentID = NewId("SceneAttachments", attachment.SceneAttachmentID);
            attachment.SceneID = ExistingOrNew("Scenes", attachment.SceneID);
            attachment.SceneAttachmentTypeID = ResolveLookupID(sceneAttachmentTypeIds, attachment.SceneAttachmentTypeID, attachment.TypeName, $"Scene attachment \"{attachment.Title}\" type");
        }

        foreach (var goal in backup.Data.ChapterGoals)
        {
            goal.ChapterGoalID = NewId("ChapterGoals", goal.ChapterGoalID);
            goal.ChapterID = ExistingOrNew("Chapters", goal.ChapterID);
        }

        foreach (var scenario in backup.Data.Scenarios)
        {
            scenario.ScenarioID = NewId("Scenarios", scenario.ScenarioID);
            scenario.ProjectID = projectId;
            scenario.BookID = ExistingOrNewNullable("Books", scenario.BookID);
        }

        foreach (var order in backup.Data.ScenarioSceneOrder)
        {
            order.ScenarioSceneOrderID = NewId("ScenarioSceneOrder", order.ScenarioSceneOrderID);
            order.ScenarioID = ExistingOrNew("Scenarios", order.ScenarioID);
            order.SceneID = ExistingOrNew("Scenes", order.SceneID);
            order.ProposedChapterID = ExistingOrNewNullable("Chapters", order.ProposedChapterID);
        }

        foreach (var run in backup.Data.ScenarioValidationRuns)
        {
            run.ScenarioValidationRunID = NewId("ScenarioValidationRuns", run.ScenarioValidationRunID);
            run.ScenarioID = ExistingOrNew("Scenarios", run.ScenarioID);
        }

        foreach (var warning in backup.Data.ScenarioWarnings)
        {
            warning.ScenarioWarningID = NewId("ScenarioWarnings", warning.ScenarioWarningID);
            warning.ScenarioValidationRunID = ExistingOrNew("ScenarioValidationRuns", warning.ScenarioValidationRunID);
            warning.ScenarioID = ExistingOrNew("Scenarios", warning.ScenarioID);
            warning.SceneID = ExistingOrNewNullable("Scenes", warning.SceneID);
            warning.EntityID = RemapPolymorphicEntityID(warning.EntityType, warning.EntityID, ExistingOrNewNullable);
        }
    }

    private static int? RemapPolymorphicEntityID(string? entityType, int? entityId, Func<string, int?, int?> remap)
    {
        if (!entityId.HasValue || string.IsNullOrWhiteSpace(entityType))
        {
            return entityId;
        }

        var normalized = entityType.Trim().ToLowerInvariant();
        var table = normalized switch
        {
            "project" => null,
            "book" => "Books",
            "chapter" => "Chapters",
            "scene" => "Scenes",
            "character" => "Characters",
            "location" => "Locations",
            "plotline" or "plot line" => "PlotLines",
            "plotthread" or "plot thread" => "PlotThreads",
            "storyasset" or "story asset" or "asset" => "StoryAssets",
            "relationship" or "characterrelationship" or "character relationship" => "CharacterRelationships",
            "thread event" or "threadevent" => "ThreadEvents",
            "asset event" or "assetevent" => "AssetEvents",
            _ => null
        };

        return table is null ? entityId : remap(table, entityId);
    }

    private static ImportResult BuildDryRunResult(ImportPreview preview)
    {
        var unresolvedThreadEvents = preview.UnresolvedThreadEventReferences.Count;
        var unresolvedAssetStates = preview.UnresolvedAssetReferences.Count(x => x.Contains("state", StringComparison.OrdinalIgnoreCase));
        var unresolvedAssetEvents = preview.UnresolvedAssetReferences.Count(x => x.Contains("event", StringComparison.OrdinalIgnoreCase));

        return new ImportResult
        {
            Succeeded = true,
            IsDryRun = true,
            ProjectID = null,
            ProjectName = preview.Package?.Project.Title ?? "Dry run",
            BooksCreated = preview.BookCount,
            ChaptersCreated = preview.ChapterCount,
            ScenesCreated = preview.SceneCount,
            CharactersCreated = preview.CharacterCount,
            LocationsCreated = preview.LocationCount,
            SceneCharacterAppearancesCreated = preview.SceneCharacterAppearanceCount,
            PlotLinesCreated = preview.PlotLineCount,
            PlotThreadsCreated = preview.PlotThreadCount,
            ThreadEventsCreated = Math.Max(0, preview.ThreadEventCount - unresolvedThreadEvents),
            StoryAssetsCreated = preview.StoryAssetCount,
            AssetStatesCreated = Math.Max(0, preview.AssetStateCount - unresolvedAssetStates),
            AssetEventsCreated = Math.Max(0, preview.AssetEventCount - unresolvedAssetEvents),
            AssetCustodyEventsCreated = preview.ResolvedAssetCustodyCount,
            SceneDependenciesCreated = preview.ResolvedSceneDependencyCount,
            ErrorCount = preview.ErrorCount,
            WarningCount = preview.WarningCount,
            AutoCorrectionCount = preview.AutoCorrectionCount,
            SkippedItemCount = preview.SkippedItemCount,
            UnresolvedReferenceCount = preview.UnresolvedReferenceCount,
            AutoCorrections = preview.AutoCorrections.Concat(preview.Validation.AutoCorrections).Distinct(StringComparer.OrdinalIgnoreCase).ToList(),
            SkippedOptionalFields = preview.SkippedItems.Concat(preview.Validation.SkippedItems).Distinct(StringComparer.OrdinalIgnoreCase).ToList(),
            UnresolvedWarnings = preview.UnresolvedThreadEventReferences
                .Concat(preview.UnresolvedAssetReferences)
                .Concat(preview.UnresolvedSceneDependencyReferences)
                .ToList(),
            Message = "Dry run complete. No data was saved."
        };
    }

    private static ImportValidationResult Validate(PlotLineImportPackage package)
    {
        var result = new ImportValidationResult();

        if (string.IsNullOrWhiteSpace(package.Project.Title))
        {
            result.Errors.Add("Project title is required.");
        }
        else if (package.Project.Title.Trim().Length > TitleMaxLength)
        {
            result.Errors.Add($"Project title is longer than {TitleMaxLength} characters.");
        }

        ValidateLargeText(result, "Project description", package.Project.Description);
        ValidateLargeText(result, "Project notes", package.Project.Notes);
        ValidateCharacters(package, result);
        ValidateLocations(package, result);
        ValidatePlotLines(package, result);
        ValidateStoryAssets(package, result);
        ValidateSceneDependencies(package, result);

        if (string.IsNullOrWhiteSpace(package.PackageVersion))
        {
            result.Warnings.Add("packageVersion is missing. Version 1.0 is expected for Phase 1F.");
        }
        else if (package.PackageVersion.Trim() != "1.0")
        {
            result.Warnings.Add($"packageVersion \"{package.PackageVersion}\" is not the current supported version. The importer will continue if the structure is valid.");
        }

        if (package.Books.Count == 0)
        {
            result.Warnings.Add("No books were supplied. The import will create an empty project.");
        }

        var totalChapters = package.Books.Sum(book => book.Chapters.Count);
        var totalScenes = package.Books.Sum(book => book.Chapters.Sum(chapter => chapter.Scenes.Count));
        if (package.Books.Count > SuspiciousBookCount || totalChapters > SuspiciousChapterCount || totalScenes > SuspiciousSceneCount)
        {
            result.Warnings.Add($"This is a large import ({package.Books.Count} books, {totalChapters} chapters, {totalScenes} scenes). Review the preview carefully before importing.");
        }

        foreach (var group in package.Books.GroupBy(x => x.SeriesOrder).Where(x => x.Count() > 1))
        {
            result.Errors.Add($"Book order {group.Key} is used more than once.");
        }

        foreach (var duplicateTitle in package.Books
            .Where(book => !string.IsNullOrWhiteSpace(book.Title))
            .GroupBy(book => NormalizeNameKey(book.Title), StringComparer.OrdinalIgnoreCase)
            .Where(group => group.Count() > 1))
        {
            result.Warnings.Add($"Book title \"{duplicateTitle.First().Title.Trim()}\" appears more than once.");
        }

        for (var bookIndex = 0; bookIndex < package.Books.Count; bookIndex++)
        {
            var book = package.Books[bookIndex];
            var bookLabel = string.IsNullOrWhiteSpace(book.Title) ? $"Book {bookIndex + 1}" : book.Title;
            if (string.IsNullOrWhiteSpace(book.Title))
            {
                result.Errors.Add($"Book {bookIndex + 1} is missing a title.");
            }
            else if (FormatBookTitle(book).Length > TitleMaxLength)
            {
                result.Errors.Add($"{bookLabel} title is longer than {TitleMaxLength} characters after combining title and subtitle.");
            }

            if (book.SeriesOrder <= 0)
            {
                result.Errors.Add($"{bookLabel} is missing a valid seriesOrder.");
            }

            if (book.Chapters.Count == 0)
            {
                result.Warnings.Add($"{bookLabel} has no chapters.");
            }

            ValidateLargeText(result, $"{bookLabel} description", book.Description);
            ValidateLargeText(result, $"{bookLabel} notes", book.Notes);

            foreach (var group in book.Chapters.GroupBy(x => x.Order).Where(x => x.Count() > 1))
            {
                result.Errors.Add($"{bookLabel} has duplicate chapter order {group.Key}.");
            }

            foreach (var duplicateTitle in book.Chapters
                .Where(chapter => !string.IsNullOrWhiteSpace(chapter.Title))
                .GroupBy(chapter => NormalizeNameKey(chapter.Title), StringComparer.OrdinalIgnoreCase)
                .Where(group => group.Count() > 1))
            {
                result.Warnings.Add($"{bookLabel} has duplicate chapter title \"{duplicateTitle.First().Title.Trim()}\".");
            }

            for (var chapterIndex = 0; chapterIndex < book.Chapters.Count; chapterIndex++)
            {
                var chapter = book.Chapters[chapterIndex];
                var chapterLabel = string.IsNullOrWhiteSpace(chapter.Title) ? $"chapter {chapterIndex + 1}" : chapter.Title;
                if (string.IsNullOrWhiteSpace(chapter.Title))
                {
                    result.Errors.Add($"{bookLabel} chapter {chapterIndex + 1} is missing a title.");
                }
                else if (chapter.Title.Trim().Length > TitleMaxLength)
                {
                    result.Errors.Add($"{bookLabel} / {chapterLabel} title is longer than {TitleMaxLength} characters.");
                }

                if (chapter.Order <= 0)
                {
                    result.Errors.Add($"{bookLabel} / {chapterLabel} is missing a valid chapter order.");
                }

                if (chapter.Scenes.Count == 0)
                {
                    result.Warnings.Add($"{bookLabel} / {chapterLabel} has no scenes.");
                }
                else if (chapter.Scenes.Count == 1)
                {
                    result.Warnings.Add($"{bookLabel} / {chapterLabel} has only one scene. This may be intentional, but is worth checking in manuscript-derived data.");
                }

                ValidateLargeText(result, $"{bookLabel} / {chapterLabel} summary", chapter.Summary);
                ValidateLargeText(result, $"{bookLabel} / {chapterLabel} notes", chapter.Notes);

                foreach (var group in chapter.Scenes.GroupBy(x => x.Order).Where(x => x.Count() > 1))
                {
                    result.Errors.Add($"{bookLabel} / {chapterLabel} has duplicate scene order {group.Key}.");
                }

                foreach (var duplicateTitle in chapter.Scenes
                    .Where(scene => !string.IsNullOrWhiteSpace(scene.Title))
                    .GroupBy(scene => NormalizeNameKey(scene.Title), StringComparer.OrdinalIgnoreCase)
                    .Where(group => group.Count() > 1))
                {
                    result.Warnings.Add($"{bookLabel} / {chapterLabel} has duplicate scene title \"{duplicateTitle.First().Title.Trim()}\".");
                }

                for (var sceneIndex = 0; sceneIndex < chapter.Scenes.Count; sceneIndex++)
                {
                    var scene = chapter.Scenes[sceneIndex];
                    var sceneLabel = string.IsNullOrWhiteSpace(scene.Title) ? $"scene {sceneIndex + 1}" : scene.Title;
                    if (string.IsNullOrWhiteSpace(scene.Title))
                    {
                        result.Errors.Add($"{bookLabel} / {chapterLabel} scene {sceneIndex + 1} is missing a title.");
                    }
                    else if (scene.Title.Trim().Length > TitleMaxLength)
                    {
                        result.Errors.Add($"{bookLabel} / {chapterLabel} / {sceneLabel} title is longer than {TitleMaxLength} characters.");
                    }

                    if (scene.Order <= 0)
                    {
                        result.Errors.Add($"{bookLabel} / {chapterLabel} / {sceneLabel} is missing a valid scene order.");
                    }

                    if (string.IsNullOrWhiteSpace(scene.Summary))
                    {
                        result.Warnings.Add($"{bookLabel} / {chapterLabel} / {sceneLabel} has an empty scene summary.");
                    }

                    if (!string.IsNullOrWhiteSpace(scene.DateTimeText) && scene.DateTimeText.Trim().Length > RelativeTimeMaxLength)
                    {
                        result.Warnings.Add($"{bookLabel} / {chapterLabel} / {sceneLabel} dateTimeText is longer than {RelativeTimeMaxLength} characters and will be truncated.");
                    }

                    ValidateLargeText(result, $"{bookLabel} / {chapterLabel} / {sceneLabel} summary", scene.Summary);
                    ValidateLargeText(result, $"{bookLabel} / {chapterLabel} / {sceneLabel} notes", scene.Notes);
                    ValidateLargeText(result, $"{bookLabel} / {chapterLabel} / {sceneLabel} purposeText", scene.PurposeText);
                    ValidateLargeText(result, $"{bookLabel} / {chapterLabel} / {sceneLabel} outcomeText", scene.OutcomeText);

                    foreach (var duplicate in scene.SceneCharacters
                        .Where(x => !string.IsNullOrWhiteSpace(x.CharacterName))
                        .GroupBy(x => NormalizeNameKey(x.CharacterName), StringComparer.OrdinalIgnoreCase)
                        .Where(x => x.Count() > 1))
                    {
                        var duplicateName = duplicate.First().CharacterName.Trim();
                        result.Warnings.Add($"{bookLabel} / {chapterLabel} / {sceneLabel} lists {duplicateName} more than once in sceneCharacters. Duplicate appearances will be skipped.");
                        result.SkippedItems.Add($"Duplicate scene appearance skipped: {bookLabel} / {chapterLabel} / {sceneLabel} / {duplicateName}");
                    }
                }
            }
        }

        foreach (var book in package.Books.Where(book => book.SeriesOrder > 1 && !package.SceneDependencies.Any(dependency => dependency.ToScene?.BookOrder == book.SeriesOrder || dependency.FromScene?.BookOrder == book.SeriesOrder)))
        {
            result.Warnings.Add($"{book.Title} is in the middle of the series but has no scene dependencies.");
        }

        foreach (var name in FindUnmatchedPovNames(package))
        {
            result.Warnings.Add($"POV character \"{name}\" does not match a top-level imported character. The text will be preserved in scene notes.");
        }

        foreach (var name in FindUnmatchedLocationNames(package))
        {
            result.Warnings.Add($"Scene location \"{name}\" does not match a top-level imported location. The text will be preserved in scene notes.");
        }

        foreach (var name in FindUnmatchedSceneCharacterNames(package))
        {
            result.Warnings.Add($"Scene character \"{name}\" does not match a top-level imported character and will not create an appearance.");
        }

        foreach (var reference in FindUnresolvedThreadEventReferences(package))
        {
            result.Warnings.Add($"Thread event scene reference could not be resolved and will be skipped: {reference}");
        }

        foreach (var reference in FindUnresolvedAssetReferences(package))
        {
            result.Warnings.Add($"Asset state/event scene reference could not be resolved and will be skipped: {reference}");
        }

        foreach (var name in FindUnmatchedAssetOwnerNames(package))
        {
            result.Warnings.Add($"Story asset owner \"{name}\" does not match a top-level imported character.");
        }

        foreach (var name in FindUnmatchedAssetLocationNames(package))
        {
            result.Warnings.Add($"Story asset location \"{name}\" does not match a top-level imported location.");
        }

        foreach (var reference in FindUnresolvedSceneDependencyReferences(package))
        {
            result.Warnings.Add($"Scene dependency reference could not be resolved and will be skipped: {reference}");
        }

        return result;
    }

    private static void ValidateSceneDependencies(PlotLineImportPackage package, ImportValidationResult result)
    {
        foreach (var duplicate in package.SceneDependencies
            .Where(dependency => HasSceneOrderReference(dependency.FromScene) && HasSceneOrderReference(dependency.ToScene))
            .GroupBy(SceneDependencyKey, StringComparer.OrdinalIgnoreCase)
            .Where(group => group.Count() > 1))
        {
            result.Warnings.Add($"Duplicate scene dependency will be imported once: {duplicate.Key}.");
        }

        for (var index = 0; index < package.SceneDependencies.Count; index++)
        {
            var dependency = package.SceneDependencies[index];
            var label = $"Scene dependency {index + 1}";

            if (dependency.FromScene is null)
            {
                result.Warnings.Add($"{label} is missing fromScene and will be skipped.");
            }
            else if (!HasSceneOrderReference(dependency.FromScene) && string.IsNullOrWhiteSpace(dependency.FromScene.SceneRef))
            {
                result.Warnings.Add($"{label} fromScene is missing bookOrder/chapterOrder/sceneOrder.");
            }

            if (dependency.ToScene is null)
            {
                result.Warnings.Add($"{label} is missing toScene and will be skipped.");
            }
            else if (!HasSceneOrderReference(dependency.ToScene) && string.IsNullOrWhiteSpace(dependency.ToScene.SceneRef))
            {
                result.Warnings.Add($"{label} toScene is missing bookOrder/chapterOrder/sceneOrder.");
            }

            if (HasSceneOrderReference(dependency.FromScene) && HasSceneOrderReference(dependency.ToScene)
                && SceneReferenceKey(dependency.FromScene!) == SceneReferenceKey(dependency.ToScene!))
            {
                result.Warnings.Add($"{label} links a scene to itself and will be skipped.");
            }

            if (!string.IsNullOrWhiteSpace(dependency.DependencyType) && dependency.DependencyType.Trim().Length > 100)
            {
                result.Warnings.Add($"{label} dependencyType is longer than 100 characters and may not match an existing dependency type.");
            }

            if (!string.IsNullOrWhiteSpace(dependency.Strength) && !IsSupportedDependencyStrength(dependency.Strength))
            {
                result.Warnings.Add($"{label} strength \"{dependency.Strength.Trim()}\" is not a recognized hard/soft value. It will be preserved in the description.");
            }

            ValidateLargeText(result, $"{label} description", dependency.Description);
            ValidateLargeText(result, $"{label} notes", dependency.Notes);
        }
    }

    private static void ValidateStoryAssets(PlotLineImportPackage package, ImportValidationResult result)
    {
        foreach (var group in package.StoryAssets
            .Where(x => !string.IsNullOrWhiteSpace(x.Name))
            .GroupBy(x => x.Name.Trim(), StringComparer.OrdinalIgnoreCase)
            .Where(x => x.Count() > 1))
        {
            result.Errors.Add($"Story asset \"{group.Key}\" appears more than once in the import package.");
        }

        for (var assetIndex = 0; assetIndex < package.StoryAssets.Count; assetIndex++)
        {
            var asset = package.StoryAssets[assetIndex];
            var assetLabel = string.IsNullOrWhiteSpace(asset.Name) ? $"Story asset {assetIndex + 1}" : asset.Name.Trim();
            if (string.IsNullOrWhiteSpace(asset.Name))
            {
                result.Errors.Add($"Story asset {assetIndex + 1} is missing a name.");
            }

            if (DisplayName(asset.DisplayName, asset.Name).Length > TitleMaxLength)
            {
                result.Errors.Add($"{assetLabel} name/displayName is longer than {TitleMaxLength} characters.");
            }

            ValidateLargeText(result, $"{assetLabel} description", asset.Description);
            ValidateLargeText(result, $"{assetLabel} notes", asset.Notes);

            if (asset.States.Count == 0 && asset.Events.Count == 0)
            {
                result.Warnings.Add($"{assetLabel} has no states or events.");
            }

            foreach (var duplicate in asset.States
                .Where(HasSceneOrderReference)
                .GroupBy(AssetStateSceneKey)
                .Where(x => x.Count() > 1))
            {
                result.Errors.Add($"{assetLabel} has duplicate states for scene {duplicate.Key}.");
            }

            foreach (var duplicate in asset.Events
                .Where(HasSceneOrderReference)
                .GroupBy(AssetEventSceneKey)
                .Where(x => x.Count() > 1))
            {
                result.Errors.Add($"{assetLabel} has duplicate events for scene {duplicate.Key}.");
            }

            for (var stateIndex = 0; stateIndex < asset.States.Count; stateIndex++)
            {
                var state = asset.States[stateIndex];
                var stateLabel = string.IsNullOrWhiteSpace(state.StateName) ? $"State {stateIndex + 1}" : state.StateName.Trim();
                if (string.IsNullOrWhiteSpace(state.StateName) && string.IsNullOrWhiteSpace(state.Description))
                {
                    result.Errors.Add($"{assetLabel} state {stateIndex + 1} needs stateName or description.");
                }

                if (!HasSceneOrderReference(state) && string.IsNullOrWhiteSpace(state.SceneRef))
                {
                    result.Warnings.Add($"{assetLabel} / {stateLabel} is missing bookOrder/chapterOrder/sceneOrder.");
                }

                if (!string.IsNullOrWhiteSpace(state.StateName) && state.StateName.Trim().Length > 100)
                {
                    result.Warnings.Add($"{assetLabel} / {stateLabel} stateName is longer than 100 characters and may not match an existing asset state.");
                }

                ValidateLargeText(result, $"{assetLabel} / {stateLabel} description", state.Description);
                ValidateLargeText(result, $"{assetLabel} / {stateLabel} notes", state.Notes);
            }

            for (var eventIndex = 0; eventIndex < asset.Events.Count; eventIndex++)
            {
                var assetEvent = asset.Events[eventIndex];
                var eventLabel = string.IsNullOrWhiteSpace(assetEvent.Title) ? $"Event {eventIndex + 1}" : assetEvent.Title.Trim();
                if (string.IsNullOrWhiteSpace(assetEvent.Title) && string.IsNullOrWhiteSpace(assetEvent.Summary))
                {
                    result.Errors.Add($"{assetLabel} event {eventIndex + 1} needs a title or summary.");
                }

                if (!HasSceneOrderReference(assetEvent) && string.IsNullOrWhiteSpace(assetEvent.SceneRef))
                {
                    result.Warnings.Add($"{assetLabel} / {eventLabel} is missing bookOrder/chapterOrder/sceneOrder.");
                }

                if (!string.IsNullOrWhiteSpace(assetEvent.Title) && assetEvent.Title.Trim().Length > TitleMaxLength)
                {
                    result.Errors.Add($"{assetLabel} / {eventLabel} title is longer than {TitleMaxLength} characters.");
                }

                ValidateLargeText(result, $"{assetLabel} / {eventLabel} summary", assetEvent.Summary);
                ValidateLargeText(result, $"{assetLabel} / {eventLabel} notes", assetEvent.Notes);
            }
        }
    }

    private static void ValidatePlotLines(PlotLineImportPackage package, ImportValidationResult result)
    {
        foreach (var duplicateThread in package.PlotLines
            .SelectMany(plotLine => plotLine.Threads)
            .Where(thread => !string.IsNullOrWhiteSpace(thread.Name))
            .GroupBy(thread => NormalizeNameKey(thread.Name), StringComparer.OrdinalIgnoreCase)
            .Where(group => group.Count() > 1))
        {
            result.Warnings.Add($"Plot thread name \"{duplicateThread.First().Name.Trim()}\" appears in more than one place.");
        }

        foreach (var group in package.PlotLines
            .Where(x => !string.IsNullOrWhiteSpace(x.Name))
            .GroupBy(x => x.Name.Trim(), StringComparer.OrdinalIgnoreCase)
            .Where(x => x.Count() > 1))
        {
            result.Errors.Add($"Plot line \"{group.Key}\" appears more than once in the import package.");
        }

        for (var plotIndex = 0; plotIndex < package.PlotLines.Count; plotIndex++)
        {
            var plotLine = package.PlotLines[plotIndex];
            var plotLabel = string.IsNullOrWhiteSpace(plotLine.Name) ? $"Plot line {plotIndex + 1}" : plotLine.Name.Trim();
            if (string.IsNullOrWhiteSpace(plotLine.Name))
            {
                result.Errors.Add($"Plot line {plotIndex + 1} is missing a name.");
            }

            if (DisplayName(plotLine.DisplayName, plotLine.Name).Length > TitleMaxLength)
            {
                result.Errors.Add($"{plotLabel} name/displayName is longer than {TitleMaxLength} characters.");
            }

            ValidateLargeText(result, $"{plotLabel} description", plotLine.Description);
            ValidateLargeText(result, $"{plotLabel} notes", plotLine.Notes);

            foreach (var group in plotLine.Threads
                .Where(x => !string.IsNullOrWhiteSpace(x.Name))
                .GroupBy(x => x.Name.Trim(), StringComparer.OrdinalIgnoreCase)
                .Where(x => x.Count() > 1))
            {
                result.Errors.Add($"{plotLabel} has duplicate thread \"{group.Key}\".");
            }

            for (var threadIndex = 0; threadIndex < plotLine.Threads.Count; threadIndex++)
            {
                var thread = plotLine.Threads[threadIndex];
                var threadLabel = string.IsNullOrWhiteSpace(thread.Name) ? $"Thread {threadIndex + 1}" : thread.Name.Trim();
                if (string.IsNullOrWhiteSpace(thread.Name))
                {
                    result.Errors.Add($"{plotLabel} thread {threadIndex + 1} is missing a name.");
                }

                if (DisplayName(thread.DisplayName, thread.Name).Length > TitleMaxLength)
                {
                    result.Errors.Add($"{plotLabel} / {threadLabel} name/displayName is longer than {TitleMaxLength} characters.");
                }

                ValidateLargeText(result, $"{plotLabel} / {threadLabel} description", thread.Description);
                ValidateLargeText(result, $"{plotLabel} / {threadLabel} notes", thread.Notes);

                foreach (var duplicate in thread.Events
                    .Where(HasSceneOrderReference)
                    .GroupBy(EventSceneKey)
                    .Where(x => x.Count() > 1))
                {
                    result.Errors.Add($"{plotLabel} / {threadLabel} has duplicate events for scene {duplicate.Key}.");
                }

                for (var eventIndex = 0; eventIndex < thread.Events.Count; eventIndex++)
                {
                    var threadEvent = thread.Events[eventIndex];
                    var eventLabel = string.IsNullOrWhiteSpace(threadEvent.Title) ? $"Event {eventIndex + 1}" : threadEvent.Title.Trim();
                    if (!HasSceneOrderReference(threadEvent) && string.IsNullOrWhiteSpace(threadEvent.SceneRef))
                    {
                        result.Warnings.Add($"{plotLabel} / {threadLabel} / {eventLabel} is missing bookOrder/chapterOrder/sceneOrder.");
                    }

                    if (string.IsNullOrWhiteSpace(threadEvent.Title) && string.IsNullOrWhiteSpace(threadEvent.Summary))
                    {
                        result.Errors.Add($"{plotLabel} / {threadLabel} event {eventIndex + 1} needs a title or summary.");
                    }

                    if (!string.IsNullOrWhiteSpace(threadEvent.Title) && threadEvent.Title.Trim().Length > TitleMaxLength)
                    {
                        result.Errors.Add($"{plotLabel} / {threadLabel} / {eventLabel} title is longer than {TitleMaxLength} characters.");
                    }

                    ValidateLargeText(result, $"{plotLabel} / {threadLabel} / {eventLabel} summary", threadEvent.Summary);
                    ValidateLargeText(result, $"{plotLabel} / {threadLabel} / {eventLabel} impact", threadEvent.Impact);
                    ValidateLargeText(result, $"{plotLabel} / {threadLabel} / {eventLabel} notes", threadEvent.Notes);
                }
            }
        }
    }

    private static void ValidateCharacters(PlotLineImportPackage package, ImportValidationResult result)
    {
        if (package.Characters.Any(character => character.Importance.HasValue || !string.IsNullOrWhiteSpace(character.Role)))
        {
            result.Warnings.Add("Character role/importance will be mapped to Story importance for timeline grouping.");
        }

        foreach (var group in package.Characters
            .Where(x => !string.IsNullOrWhiteSpace(x.Name))
            .GroupBy(x => x.Name.Trim(), StringComparer.OrdinalIgnoreCase)
            .Where(x => x.Count() > 1))
        {
            result.Errors.Add($"Character \"{group.Key}\" appears more than once in the import package.");
        }

        for (var index = 0; index < package.Characters.Count; index++)
        {
            var character = package.Characters[index];
            var label = string.IsNullOrWhiteSpace(character.Name) ? $"Character {index + 1}" : character.Name.Trim();
            if (string.IsNullOrWhiteSpace(character.Name))
            {
                result.Errors.Add($"Character {index + 1} is missing a name.");
            }

            if (DisplayName(character.DisplayName, character.Name).Length > TitleMaxLength)
            {
                result.Errors.Add($"{label} name/displayName is longer than {TitleMaxLength} characters.");
            }

            if (!string.IsNullOrWhiteSpace(character.ShortName) && character.ShortName.Trim().Length > 100)
            {
                result.Errors.Add($"{label} shortName is longer than 100 characters.");
            }

            ValidateLargeText(result, $"{label} description", character.Description);
            ValidateLargeText(result, $"{label} notes", character.Notes);
        }
    }

    private static void ValidateLocations(PlotLineImportPackage package, ImportValidationResult result)
    {
        var names = package.Locations
            .Where(x => !string.IsNullOrWhiteSpace(x.Name))
            .Select(x => x.Name.Trim())
            .ToHashSet(StringComparer.OrdinalIgnoreCase);

        foreach (var group in package.Locations
            .Where(x => !string.IsNullOrWhiteSpace(x.Name))
            .GroupBy(x => x.Name.Trim(), StringComparer.OrdinalIgnoreCase)
            .Where(x => x.Count() > 1))
        {
            result.Errors.Add($"Location \"{group.Key}\" appears more than once in the import package.");
        }

        for (var index = 0; index < package.Locations.Count; index++)
        {
            var location = package.Locations[index];
            var label = string.IsNullOrWhiteSpace(location.Name) ? $"Location {index + 1}" : location.Name.Trim();
            if (string.IsNullOrWhiteSpace(location.Name))
            {
                result.Errors.Add($"Location {index + 1} is missing a name.");
            }

            if (DisplayName(location.DisplayName, location.Name).Length > TitleMaxLength)
            {
                result.Errors.Add($"{label} name/displayName is longer than {TitleMaxLength} characters.");
            }

            if (!string.IsNullOrWhiteSpace(location.Type) && location.Type.Trim().Length > 100)
            {
                result.Warnings.Add($"{label} location type is longer than 100 characters and may not match an existing type.");
            }

            if (!string.IsNullOrWhiteSpace(location.ParentLocationName) && !names.Contains(location.ParentLocationName.Trim()))
            {
                result.Warnings.Add($"{label} references parentLocationName \"{location.ParentLocationName.Trim()}\", but that location is not in this package. It will be imported without a parent.");
            }

            ValidateLargeText(result, $"{label} description", location.Description);
            ValidateLargeText(result, $"{label} notes", location.Notes);
        }
    }

    private static void AddMetadataWarnings(PlotLineImportPackage package, ImportValidationResult validation)
    {
        var hasPov = package.Books.Any(book => book.Chapters.Any(chapter => chapter.Scenes.Any(scene => !string.IsNullOrWhiteSpace(scene.PovCharacterName))));
        var hasLocation = package.Books.Any(book => book.Chapters.Any(chapter => chapter.Scenes.Any(scene => !string.IsNullOrWhiteSpace(scene.LocationName))));

        if (hasPov)
        {
            validation.Warnings.Add("POV character names that match top-level characters will be linked to scenes. Unmatched POV names stay as plain text notes.");
        }

        if (hasLocation)
        {
            validation.Warnings.Add("Scene location names that match top-level locations will be linked as primary locations. Unmatched location names stay as plain text notes.");
        }
    }

    private static IReadOnlyList<ImportBookPreview> BuildBookPreviews(PlotLineImportPackage package)
        => package.Books
            .OrderBy(x => x.SeriesOrder)
            .Select(book => new ImportBookPreview
            {
                Book = book,
                ChapterPreviews = book.Chapters
                    .OrderBy(x => x.Order)
                    .Select(chapter => new ImportChapterPreview { Chapter = chapter })
                    .ToList()
            })
            .ToList();

    private static IReadOnlyList<string> FindUnmatchedPovNames(PlotLineImportPackage package)
    {
        var characterLookup = BuildCharacterLookup(package);
        return package.Books
            .SelectMany(book => book.Chapters)
            .SelectMany(chapter => chapter.Scenes)
            .Select(scene => scene.PovCharacterName?.Trim())
            .Where(name => !string.IsNullOrWhiteSpace(name) && !IsKnownName(characterLookup, ResolveAlias(name, package.Aliases?.Characters)))
            .Distinct(StringComparer.OrdinalIgnoreCase)
            .OrderBy(name => name)
            .ToList()!;
    }

    private static IReadOnlyList<string> FindUnmatchedLocationNames(PlotLineImportPackage package)
    {
        var locationLookup = BuildLocationLookup(package);
        return package.Books
            .SelectMany(book => book.Chapters)
            .SelectMany(chapter => chapter.Scenes)
            .Select(scene => scene.LocationName?.Trim())
            .Where(name => !string.IsNullOrWhiteSpace(name) && !IsKnownName(locationLookup, ResolveAlias(name, package.Aliases?.Locations)))
            .Distinct(StringComparer.OrdinalIgnoreCase)
            .OrderBy(name => name)
            .ToList()!;
    }

    private static IReadOnlyList<string> FindUnmatchedSceneCharacterNames(PlotLineImportPackage package)
    {
        var characterLookup = BuildCharacterLookup(package);
        return package.Books
            .SelectMany(book => book.Chapters)
            .SelectMany(chapter => chapter.Scenes)
            .SelectMany(scene => scene.SceneCharacters)
            .Select(sceneCharacter => sceneCharacter.CharacterName?.Trim())
            .Where(name => !string.IsNullOrWhiteSpace(name) && !IsKnownName(characterLookup, ResolveAlias(name, package.Aliases?.Characters)))
            .Distinct(StringComparer.OrdinalIgnoreCase)
            .OrderBy(name => name)
            .ToList()!;
    }

    private static IReadOnlyList<string> FindUnresolvedThreadEventReferences(PlotLineImportPackage package)
    {
        var sceneKeys = package.Books
            .SelectMany(book => book.Chapters.SelectMany(chapter => chapter.Scenes.Select(scene => $"{book.SeriesOrder}/{chapter.Order}/{scene.Order}")))
            .ToHashSet(StringComparer.OrdinalIgnoreCase);

        return package.PlotLines
            .SelectMany(plotLine => plotLine.Threads.SelectMany(thread => thread.Events.Select((threadEvent, index) => new
            {
                PlotLineName = DisplayName(plotLine.DisplayName, plotLine.Name),
                ThreadName = DisplayName(thread.DisplayName, thread.Name),
                EventTitle = string.IsNullOrWhiteSpace(threadEvent.Title) ? $"Event {index + 1}" : threadEvent.Title.Trim(),
                Event = threadEvent
            })))
            .Where(x => !HasSceneOrderReference(x.Event) || !sceneKeys.Contains(EventSceneKey(x.Event)))
            .Select(x => $"{x.PlotLineName} / {x.ThreadName} / {x.EventTitle} -> {EventSceneKey(x.Event)}. {SceneReferenceDiagnostic(package, EventSceneKey(x.Event))}")
            .Distinct(StringComparer.OrdinalIgnoreCase)
            .OrderBy(x => x)
            .ToList();
    }

    private static IReadOnlyList<string> FindUnresolvedAssetReferences(PlotLineImportPackage package)
    {
        var sceneKeys = package.Books
            .SelectMany(book => book.Chapters.SelectMany(chapter => chapter.Scenes.Select(scene => $"{book.SeriesOrder}/{chapter.Order}/{scene.Order}")))
            .ToHashSet(StringComparer.OrdinalIgnoreCase);

        var stateReferences = package.StoryAssets
            .SelectMany(asset => asset.States.Select((state, index) => new
            {
                AssetName = DisplayName(asset.DisplayName, asset.Name),
                Label = string.IsNullOrWhiteSpace(state.StateName) ? $"State {index + 1}" : state.StateName.Trim(),
                State = state
            }))
            .Where(x => !HasSceneOrderReference(x.State) || !sceneKeys.Contains(AssetStateSceneKey(x.State)))
            .Select(x => $"{x.AssetName} / state / {x.Label} -> {AssetStateSceneKey(x.State)}. {SceneReferenceDiagnostic(package, AssetStateSceneKey(x.State))}");

        var eventReferences = package.StoryAssets
            .SelectMany(asset => asset.Events.Select((assetEvent, index) => new
            {
                AssetName = DisplayName(asset.DisplayName, asset.Name),
                Label = string.IsNullOrWhiteSpace(assetEvent.Title) ? $"Event {index + 1}" : assetEvent.Title.Trim(),
                Event = assetEvent
            }))
            .Where(x => !HasSceneOrderReference(x.Event) || !sceneKeys.Contains(AssetEventSceneKey(x.Event)))
            .Select(x => $"{x.AssetName} / event / {x.Label} -> {AssetEventSceneKey(x.Event)}. {SceneReferenceDiagnostic(package, AssetEventSceneKey(x.Event))}");

        return stateReferences
            .Concat(eventReferences)
            .Distinct(StringComparer.OrdinalIgnoreCase)
            .OrderBy(x => x)
            .ToList();
    }

    private static IReadOnlyList<string> FindUnmatchedAssetOwnerNames(PlotLineImportPackage package)
    {
        var characterLookup = BuildCharacterLookup(package);
        return package.StoryAssets
            .Select(asset => asset.InitialOwnerCharacterName?.Trim())
            .Concat(package.StoryAssets.SelectMany(asset => asset.Events.Select(assetEvent => assetEvent.CharacterName?.Trim())))
            .Where(name => !string.IsNullOrWhiteSpace(name) && !IsKnownName(characterLookup, ResolveAlias(name, package.Aliases?.Characters)))
            .Distinct(StringComparer.OrdinalIgnoreCase)
            .OrderBy(name => name)
            .ToList()!;
    }

    private static IReadOnlyList<string> FindUnmatchedAssetLocationNames(PlotLineImportPackage package)
    {
        var locationLookup = BuildLocationLookup(package);
        return package.StoryAssets
            .Select(asset => asset.InitialLocationName?.Trim())
            .Concat(package.StoryAssets.SelectMany(asset => asset.Events.Select(assetEvent => assetEvent.LocationName?.Trim())))
            .Where(name => !string.IsNullOrWhiteSpace(name) && !IsKnownName(locationLookup, ResolveAlias(name, package.Aliases?.Locations)))
            .Distinct(StringComparer.OrdinalIgnoreCase)
            .OrderBy(name => name)
            .ToList()!;
    }

    private static IReadOnlyList<string> FindUnresolvedSceneDependencyReferences(PlotLineImportPackage package)
    {
        var sceneKeys = package.Books
            .SelectMany(book => book.Chapters.SelectMany(chapter => chapter.Scenes.Select(scene => $"{book.SeriesOrder}/{chapter.Order}/{scene.Order}")))
            .ToHashSet(StringComparer.OrdinalIgnoreCase);

        return package.SceneDependencies
            .SelectMany((dependency, index) => new[]
            {
                new
                {
                    Label = $"Dependency {index + 1} fromScene",
                    Reference = dependency.FromScene
                },
                new
                {
                    Label = $"Dependency {index + 1} toScene",
                    Reference = dependency.ToScene
                }
            })
            .Where(x => !HasSceneOrderReference(x.Reference) || !sceneKeys.Contains(SceneReferenceKey(x.Reference!)))
            .Select(x => $"{x.Label} -> {SceneReferenceKey(x.Reference)}. {SceneReferenceDiagnostic(package, SceneReferenceKey(x.Reference))}")
            .Distinct(StringComparer.OrdinalIgnoreCase)
            .OrderBy(x => x)
            .ToList();
    }

    private static bool HasSceneOrderReference(ImportThreadEventDto threadEvent)
        => threadEvent.BookOrder.HasValue && threadEvent.ChapterOrder.HasValue && threadEvent.SceneOrder.HasValue;

    private static string EventSceneKey(ImportThreadEventDto threadEvent)
        => $"{threadEvent.BookOrder?.ToString() ?? "?"}/{threadEvent.ChapterOrder?.ToString() ?? "?"}/{threadEvent.SceneOrder?.ToString() ?? "?"}";

    private static bool HasSceneOrderReference(ImportAssetStateDto state)
        => state.BookOrder.HasValue && state.ChapterOrder.HasValue && state.SceneOrder.HasValue;

    private static bool HasSceneOrderReference(ImportAssetEventDto assetEvent)
        => assetEvent.BookOrder.HasValue && assetEvent.ChapterOrder.HasValue && assetEvent.SceneOrder.HasValue;

    private static string AssetStateSceneKey(ImportAssetStateDto state)
        => $"{state.BookOrder?.ToString() ?? "?"}/{state.ChapterOrder?.ToString() ?? "?"}/{state.SceneOrder?.ToString() ?? "?"}";

    private static string AssetEventSceneKey(ImportAssetEventDto assetEvent)
        => $"{assetEvent.BookOrder?.ToString() ?? "?"}/{assetEvent.ChapterOrder?.ToString() ?? "?"}/{assetEvent.SceneOrder?.ToString() ?? "?"}";

    private static bool HasSceneOrderReference(ImportSceneReferenceDto? reference)
        => reference?.BookOrder.HasValue == true && reference.ChapterOrder.HasValue && reference.SceneOrder.HasValue;

    private static string SceneReferenceKey(ImportSceneReferenceDto? reference)
        => reference is null
            ? "(missing)"
            : $"{reference.BookOrder?.ToString() ?? "?"}/{reference.ChapterOrder?.ToString() ?? "?"}/{reference.SceneOrder?.ToString() ?? "?"}";

    private static string SceneDependencyKey(ImportSceneDependencyDto dependency)
        => $"{SceneReferenceKey(dependency.FromScene)} -> {SceneReferenceKey(dependency.ToScene)} / {CleanDependencyType(dependency.DependencyType)}";

    private static string SceneReferenceDiagnostic(PlotLineImportPackage package, string requestedKey)
    {
        var scenes = BuildSceneReferenceInfos(package);
        if (!TryParseSceneKey(requestedKey, out var requestedBook, out var requestedChapter, out var requestedScene))
        {
            return "Likely cause: missing bookOrder, chapterOrder, or sceneOrder.";
        }

        var closest = scenes
            .OrderBy(scene => Math.Abs(scene.BookOrder - requestedBook) * 10_000 + Math.Abs(scene.ChapterOrder - requestedChapter) * 100 + Math.Abs(scene.SceneOrder - requestedScene))
            .FirstOrDefault();

        var cause = !scenes.Any(scene => scene.BookOrder == requestedBook)
            ? $"Book {requestedBook} was not found."
            : !scenes.Any(scene => scene.BookOrder == requestedBook && scene.ChapterOrder == requestedChapter)
                ? $"Book {requestedBook} chapter {requestedChapter} was not found."
                : $"Book {requestedBook} chapter {requestedChapter} scene {requestedScene} was not found.";

        return closest is null
            ? $"Likely cause: {cause}"
            : $"Closest scene: Book {closest.BookOrder} Chapter {closest.ChapterOrder} Scene {closest.SceneOrder} ({closest.SceneTitle}). Likely cause: {cause}";
    }

    private static IReadOnlyList<ImportSceneReferenceInfo> BuildSceneReferenceInfos(PlotLineImportPackage package)
        => package.Books
            .SelectMany(book => book.Chapters.SelectMany(chapter => chapter.Scenes.Select(scene => new ImportSceneReferenceInfo(book.SeriesOrder, chapter.Order, scene.Order, scene.Title))))
            .ToList();

    private static bool TryParseSceneKey(string key, out int bookOrder, out int chapterOrder, out int sceneOrder)
    {
        bookOrder = 0;
        chapterOrder = 0;
        sceneOrder = 0;
        var parts = key.Split('/');
        return parts.Length == 3
            && int.TryParse(parts[0], out bookOrder)
            && int.TryParse(parts[1], out chapterOrder)
            && int.TryParse(parts[2], out sceneOrder);
    }

    private static string CleanDependencyType(string? dependencyType)
        => string.IsNullOrWhiteSpace(dependencyType) ? "Must Occur Before" : dependencyType.Trim();

    private static bool IsSupportedDependencyStrength(string strength)
    {
        var normalized = strength.Trim();
        return normalized.Equals("hard", StringComparison.OrdinalIgnoreCase)
            || normalized.Equals("soft", StringComparison.OrdinalIgnoreCase)
            || normalized.Equals("strong", StringComparison.OrdinalIgnoreCase)
            || normalized.Equals("weak", StringComparison.OrdinalIgnoreCase)
            || normalized.Equals("required", StringComparison.OrdinalIgnoreCase)
            || normalized.Equals("optional", StringComparison.OrdinalIgnoreCase)
            || normalized.Equals("high", StringComparison.OrdinalIgnoreCase)
            || normalized.Equals("medium", StringComparison.OrdinalIgnoreCase)
            || normalized.Equals("low", StringComparison.OrdinalIgnoreCase)
            || (int.TryParse(normalized, out var numeric) && numeric is >= 1 and <= 10);
    }

    private static IReadOnlyList<string> FindAliasWarnings(PlotLineImportPackage package)
    {
        var warnings = new List<string>();
        var characterNames = BuildNameLookup(package.Characters.SelectMany(character => new[] { character.Name, character.DisplayName }));
        var locationNames = BuildNameLookup(package.Locations.SelectMany(location => new[] { location.Name, location.DisplayName }));

        foreach (var alias in package.Aliases?.Characters ?? [])
        {
            if (!ContainsLookupKey(characterNames, alias.Value))
            {
                warnings.Add($"Character alias \"{alias.Key}\" points to \"{alias.Value}\", but that target is not a top-level character.");
            }
        }

        foreach (var alias in package.Aliases?.Locations ?? [])
        {
            if (!ContainsLookupKey(locationNames, alias.Value))
            {
                warnings.Add($"Location alias \"{alias.Key}\" points to \"{alias.Value}\", but that target is not a top-level location.");
            }
        }

        return warnings;
    }

    private static IReadOnlyList<string> FindAutoCorrections(PlotLineImportPackage package)
    {
        var corrections = new List<string>();
        AddAliasCorrections(corrections, "Character alias", package.Aliases?.Characters);
        AddAliasCorrections(corrections, "Location alias", package.Aliases?.Locations);

        foreach (var value in AllImportedNames(package).Where(value => !string.IsNullOrWhiteSpace(value)))
        {
            var collapsed = CollapseSpaces(value!);
            if (!string.Equals(value!.Trim(), collapsed, StringComparison.Ordinal))
            {
                corrections.Add($"Repeated spaces normalized: \"{value}\" -> \"{collapsed}\".");
            }
        }

        return corrections.Distinct(StringComparer.OrdinalIgnoreCase).OrderBy(x => x).ToList();
    }

    private static IReadOnlyList<string> FindSkippedItems(PlotLineImportPackage package)
    {
        var skipped = new List<string>();

        foreach (var duplicate in package.Books
            .SelectMany(book => book.Chapters.SelectMany(chapter => chapter.Scenes.SelectMany(scene => scene.SceneCharacters.Select(sceneCharacter => new
            {
                Book = book.Title,
                Chapter = chapter.Title,
                Scene = scene.Title,
                sceneCharacter.CharacterName
            }))))
            .Where(x => !string.IsNullOrWhiteSpace(x.CharacterName))
            .GroupBy(x => $"{NormalizeNameKey(x.Book)}/{NormalizeNameKey(x.Chapter)}/{NormalizeNameKey(x.Scene)}/{NormalizeNameKey(x.CharacterName)}", StringComparer.OrdinalIgnoreCase)
            .Where(group => group.Count() > 1))
        {
            var item = duplicate.First();
            skipped.Add($"Duplicate scene appearance skipped: {item.Book} / {item.Chapter} / {item.Scene} / {item.CharacterName.Trim()}");
        }

        foreach (var duplicate in package.SceneDependencies
            .Where(dependency => HasSceneOrderReference(dependency.FromScene) && HasSceneOrderReference(dependency.ToScene))
            .GroupBy(SceneDependencyKey, StringComparer.OrdinalIgnoreCase)
            .Where(group => group.Count() > 1))
        {
            skipped.Add($"Duplicate scene dependency skipped: {duplicate.Key}");
        }

        return skipped.Distinct(StringComparer.OrdinalIgnoreCase).OrderBy(x => x).ToList();
    }

    private static void AddAliasCorrections(List<string> corrections, string label, Dictionary<string, string>? aliases)
    {
        foreach (var alias in aliases ?? [])
        {
            corrections.Add($"{label} applied: \"{alias.Key}\" -> \"{alias.Value}\".");
        }
    }

    private static Dictionary<string, bool> BuildCharacterLookup(PlotLineImportPackage package)
        => BuildNameLookup(package.Characters.SelectMany(character => new[] { character.Name, character.DisplayName }));

    private static Dictionary<string, bool> BuildLocationLookup(PlotLineImportPackage package)
        => BuildNameLookup(package.Locations.SelectMany(location => new[] { location.Name, location.DisplayName }));

    private static Dictionary<string, bool> BuildNameLookup(IEnumerable<string?> names)
    {
        var lookup = new Dictionary<string, bool>(StringComparer.OrdinalIgnoreCase);
        var candidateOwners = new Dictionary<string, string>(StringComparer.OrdinalIgnoreCase);

        foreach (var name in names.Where(name => !string.IsNullOrWhiteSpace(name)))
        {
            foreach (var key in CandidateNameKeys(name))
            {
                if (candidateOwners.TryGetValue(key, out var existing) && !string.Equals(existing, name, StringComparison.OrdinalIgnoreCase))
                {
                    lookup[key] = false;
                }
                else
                {
                    candidateOwners[key] = name!;
                    lookup[key] = true;
                }
            }
        }

        return lookup;
    }

    private static bool ContainsLookupKey(Dictionary<string, bool> lookup, string? name)
        => IsKnownName(lookup, name);

    private static bool IsKnownName(Dictionary<string, bool> lookup, string? name)
        => CandidateNameKeys(name).Any(key => lookup.TryGetValue(key, out var isSafe) && isSafe);

    private static string ResolveAlias(string? name, Dictionary<string, string>? aliases)
    {
        if (string.IsNullOrWhiteSpace(name))
        {
            return string.Empty;
        }

        var clean = CollapseSpaces(name);
        if (aliases is null || aliases.Count == 0)
        {
            return clean;
        }

        foreach (var key in CandidateNameKeys(clean))
        {
            var match = aliases.FirstOrDefault(alias => CandidateNameKeys(alias.Key).Contains(key, StringComparer.OrdinalIgnoreCase));
            if (!string.IsNullOrWhiteSpace(match.Value))
            {
                return CollapseSpaces(match.Value);
            }
        }

        return clean;
    }

    private static IEnumerable<string?> AllImportedNames(PlotLineImportPackage package)
        => package.Characters.SelectMany(character => new[] { character.Name, character.DisplayName, character.ShortName })
            .Concat(package.Locations.SelectMany(location => new[] { location.Name, location.DisplayName, location.ParentLocationName }))
            .Concat(package.Books.SelectMany(book => book.Chapters.SelectMany(chapter => chapter.Scenes.SelectMany(scene => new[] { scene.PovCharacterName, scene.LocationName }))))
            .Concat(package.Books.SelectMany(book => book.Chapters.SelectMany(chapter => chapter.Scenes.SelectMany(scene => scene.SceneCharacters.Select(sceneCharacter => sceneCharacter.CharacterName)))))
            .Concat(package.StoryAssets.SelectMany(asset => new[] { asset.InitialOwnerCharacterName, asset.InitialLocationName }));

    private static IEnumerable<string> CandidateNameKeys(string? name)
    {
        var normalized = NormalizeNameKey(name);
        if (normalized.Length == 0)
        {
            yield break;
        }

        yield return normalized;

        var punctuationInsensitive = new string(normalized.Where(ch => !char.IsPunctuation(ch)).ToArray());
        punctuationInsensitive = CollapseSpaces(punctuationInsensitive);
        if (punctuationInsensitive.Length > 0 && punctuationInsensitive != normalized)
        {
            yield return punctuationInsensitive;
        }
    }

    private static string NormalizeNameKey(string? value)
        => CollapseSpaces(value).ToUpperInvariant();

    private static string CollapseSpaces(string? value)
    {
        var clean = (value ?? string.Empty).Trim();
        if (clean.Length == 0)
        {
            return string.Empty;
        }

        var builder = new StringBuilder(clean.Length);
        var lastWasSpace = false;
        foreach (var ch in clean)
        {
            if (char.IsWhiteSpace(ch))
            {
                if (!lastWasSpace)
                {
                    builder.Append(' ');
                    lastWasSpace = true;
                }
            }
            else
            {
                builder.Append(ch);
                lastWasSpace = false;
            }
        }

        return builder.ToString();
    }

    private static void ValidateLargeText(ImportValidationResult result, string fieldName, string? value)
    {
        if (!string.IsNullOrWhiteSpace(value) && value.Length > LargeTextWarningLength)
        {
            result.Warnings.Add($"{fieldName} is unusually large. It can be imported, but review the source JSON for accidental pasted manuscript text.");
        }
    }

    private static string FormatBookTitle(ImportBookDto book)
        => string.IsNullOrWhiteSpace(book.Subtitle) ? book.Title.Trim() : $"{book.Title.Trim()}: {book.Subtitle.Trim()}";

    private static string DisplayName(string? displayName, string fallback)
        => string.IsNullOrWhiteSpace(displayName) ? fallback.Trim() : displayName.Trim();

    private static void AppendReportSection(StringBuilder builder, string title, IReadOnlyList<string> messages)
    {
        builder.AppendLine(title);
        if (messages.Count == 0)
        {
            builder.AppendLine("- None");
        }
        else
        {
            foreach (var message in messages)
            {
                builder.AppendLine($"- {message}");
            }
        }

        builder.AppendLine();
    }

    private static async Task<string> ReadJsonTextAsync(ImportIndexViewModel model)
    {
        if (model.JsonFile is { Length: > 0 }
            && !string.IsNullOrWhiteSpace(model.JsonText)
            && !string.Equals(model.JsonText.Trim(), ImportIndexViewModel.SampleJson.Trim(), StringComparison.Ordinal))
        {
            return model.JsonText;
        }

        if (model.JsonFile is { Length: > 0 })
        {
            using var reader = new StreamReader(model.JsonFile.OpenReadStream(), Encoding.UTF8, detectEncodingFromByteOrderMarks: true);
            return await reader.ReadToEndAsync();
        }

        return model.JsonText ?? string.Empty;
    }

    private sealed record ImportSceneReferenceInfo(int BookOrder, int ChapterOrder, int SceneOrder, string SceneTitle);
}