finance-duck/internal/app/import.go

package app

import (
	"context"
	"errors"
	"fmt"
	"io"
	"slices"
	"strings"
	"time"

	"finance-duck/internal/banking"
	"finance-duck/internal/classification"
	"finance-duck/internal/domain"
	"finance-duck/internal/ratelimit"
)

type ImportResult struct {
	Imported int `json:"imported"`
	// RequestedFrom and EarliestFetched describe manual history retrieval:
	// the requested window start, and the oldest booking date the bank
	// actually returned (empty when it returned nothing).
	RequestedFrom   string `json:"requested_from,omitempty"`
	EarliestFetched string `json:"earliest_fetched,omitempty"`
	State           State  `json:"state"`
}

func addProposal(d *domain.Dataset, p classification.Proposal) error {
	if p.NewMerchant != nil {
		m := *p.NewMerchant
		if slices.ContainsFunc(d.Merchants, func(v domain.Merchant) bool { return v.ID == m.ID }) {
			return errors.New("proposed merchant ID already exists")
		}
		d.Merchants = append(d.Merchants, m)
	}
	return nil
}
func (a *App) importFacts(ctx context.Context, s State, facts []domain.Facts) (ImportResult, error) {
	added, err := banking.NormalizeAndDedupe(s.Data, facts)
	if err != nil {
		return ImportResult{}, err
	}
	if len(added) == 0 {
		return ImportResult{State: s}, nil
	}
	s.Data.Transactions = append(s.Data.Transactions, added...)
	banking.MatchTransfers(&s.Data)
	// Commit imported facts before calling any model: remote failures cannot lose money records.
	s, err = a.commit(ctx, s.Revision, s.Data)
	if err != nil {
		return ImportResult{}, err
	}
	ids := make(map[string]bool, len(added))
	for _, t := range added {
		ids[t.Facts.ID] = true
	}
	for i, t := range s.Data.Transactions {
		if !ids[t.Facts.ID] || t.Enrichment.Kind == "transfer" {
			continue
		}
		// With AI classification off for imports, no provider is contacted at
		// all: deterministic merchant rules still apply.
		p, e := classification.Rules(t.Facts, s.Data)
		if a.settings.ClassifyOnImport {
			p, e = a.classifier.Classify(ctx, t.Facts, s.Data, false)
		}
		if e == nil {
			e = addProposal(&s.Data, p)
		}
		if e == nil {
			e = domain.ValidateEnrichment(s.Data, t.Facts, p.Enrichment)
		}
		if e != nil {
			s.Data.Transactions[i].Enrichment.Classification = domain.Provenance{Source: "unclassified", Timestamp: time.Now().UTC().Format(time.RFC3339), Error: e.Error()}
			continue
		}
		s.Data.Transactions[i].Enrichment = p.Enrichment
	}
	state, err := a.commit(ctx, s.Revision, s.Data)
	if err != nil {
		return ImportResult{}, fmt.Errorf("facts imported; enrichment commit failed: %w", err)
	}
	return ImportResult{Imported: len(added), State: state}, nil
}

// CSVColumn is one reviewable source-column assignment.
type CSVColumn struct {
	Field  string `json:"field"`
	Column string `json:"column"`
}

// CSVImport is a parsed statement awaiting confirmation. Nothing is written to
// the journal until ConfirmCSVImport applies the exact facts previewed here.
type CSVImport struct {
	ID          string             `json:"id"`
	Revision    string             `json:"revision"`
	AccountID   string             `json:"account_id"`
	Source      string             `json:"source"`
	SourceLabel string             `json:"source_label"`
	MappedBy    string             `json:"mapped_by"`
	Model       string             `json:"model,omitempty"`
	Mapping     banking.CSVMapping `json:"mapping"`
	Columns     []CSVColumn        `json:"columns"`
	Records     int                `json:"records"`
	New         int                `json:"new"`
	Duplicates  int                `json:"duplicates"`
	Samples     []domain.Facts     `json:"samples"`

	facts   []domain.Facts
	created time.Time
}

const csvImportLifetime = time.Hour
const maxPreparedCSVImports = 5
const maxCSVSamples = 10

// PrepareCSVImport maps and parses an uploaded statement without importing it.
// Known N26, ING and Kontist exports are recognized locally; any other layout
// needs a configured model to propose a column mapping from the statement's
// redacted shape. The result must be reviewed and confirmed.
func (a *App) PrepareCSVImport(ctx context.Context, rev, accountID string, r io.Reader) (CSVImport, error) {
	a.mu.Lock()
	s, err := a.snapshot(ctx)
	model := strings.TrimSpace(a.settings.Model)
	client := a.classifier.WithModel(model)
	configured := strings.TrimSpace(a.classifier.APIKey) != "" && model != ""
	a.mu.Unlock()
	if err != nil {
		return CSVImport{}, err
	}
	if rev != s.Revision {
		return CSVImport{}, errors.New("revision conflict: reload before importing")
	}
	index := slices.IndexFunc(s.Data.Accounts, func(account domain.Account) bool { return account.ID == accountID })
	if index < 0 {
		return CSVImport{}, errors.New("unknown account")
	}
	account := s.Data.Accounts[index]
	file, err := banking.ReadCSV(r)
	if err != nil {
		return CSVImport{}, err
	}
	prepared := CSVImport{ID: domain.NewID("csvimport"), Revision: s.Revision, AccountID: account.ID, MappedBy: "preset", created: time.Now()}
	mapping, source, label, recognized := banking.DetectCSVMapping(file)
	if !recognized {
		sample, e := file.Sample()
		if e != nil {
			return CSVImport{}, e
		}
		if !configured {
			return CSVImport{}, errors.New("unrecognized CSV layout: import an N26, ING or Kontist export, or configure an OpenRouter key and model in Settings to map these columns")
		}
		proposal, e := client.ProposeCSVMapping(ctx, classification.CSVMappingRequest{
			Delimiter: sample.Delimiter, Headers: sample.Headers, ShapedRows: sample.ShapedRows,
			DateFormats: banking.CSVDateFormats(), DecimalFormats: banking.CSVDecimalFormats(),
		})
		if e != nil {
			return CSVImport{}, e
		}
		mapping = banking.CSVMapping{
			HeaderRow:              sample.HeaderRow,
			BookingDateColumn:      proposal.BookingDateColumn,
			ValueDateColumn:        proposal.ValueDateColumn,
			AmountColumn:           proposal.AmountColumn,
			DebitColumn:            proposal.DebitColumn,
			CreditColumn:           proposal.CreditColumn,
			CurrencyColumn:         proposal.CurrencyColumn,
			DescriptionColumn:      proposal.DescriptionColumn,
			CounterpartyColumn:     proposal.CounterpartyColumn,
			CounterpartyIBANColumn: proposal.CounterpartyIBANColumn,
			DateFormat:             proposal.DateFormat,
			DecimalFormat:          proposal.DecimalFormat,
		}
		source, label = "csv", "AI-mapped CSV"
		prepared.MappedBy, prepared.Model = "openrouter", proposal.Model
	}
	facts, err := banking.ParseMappedCSV(file, account, mapping, source)
	if err != nil {
		return CSVImport{}, err
	}
	// Dedupe now so the preview reports what confirming would actually add, and
	// so cross-source conflicts are reported before anything is written.
	added, err := banking.NormalizeAndDedupe(s.Data, facts)
	if err != nil {
		return CSVImport{}, err
	}
	prepared.Source, prepared.SourceLabel, prepared.Mapping = source, label, mapping
	prepared.Columns = csvColumns(mapping, account)
	prepared.Records, prepared.New, prepared.Duplicates = len(facts), len(added), len(facts)-len(added)
	prepared.Samples, prepared.facts = csvSamples(facts), facts
	a.mu.Lock()
	defer a.mu.Unlock()
	for id, old := range a.csvImports {
		if time.Since(old.created) > csvImportLifetime {
			delete(a.csvImports, id)
		}
	}
	if len(a.csvImports) >= maxPreparedCSVImports {
		return CSVImport{}, errors.New("too many statements awaiting confirmation; confirm or cancel one first")
	}
	a.csvImports[prepared.ID] = prepared
	return prepared, nil
}

// ConfirmCSVImport imports exactly the facts that were previewed, provided the
// journal has not changed since.
func (a *App) ConfirmCSVImport(ctx context.Context, id, rev string) (ImportResult, error) {
	a.mu.Lock()
	defer a.mu.Unlock()
	prepared, ok := a.csvImports[id]
	if !ok || time.Since(prepared.created) > csvImportLifetime {
		return ImportResult{}, errors.New("prepared import expired or unknown; upload the statement again")
	}
	if rev != prepared.Revision {
		return ImportResult{}, errors.New("revision conflict: reload before importing")
	}
	s, err := a.snapshot(ctx)
	if err != nil {
		return ImportResult{}, err
	}
	if s.Revision != prepared.Revision {
		return ImportResult{}, errors.New("revision conflict: data changed after the preview; upload the statement again")
	}
	result, err := a.importFacts(ctx, s, prepared.facts)
	if err != nil {
		return ImportResult{}, err
	}
	delete(a.csvImports, id)
	return result, nil
}

// CancelCSVImport discards a prepared statement without importing anything.
func (a *App) CancelCSVImport(id string) {
	a.mu.Lock()
	defer a.mu.Unlock()
	delete(a.csvImports, id)
}

// csvColumns lists the mapping as reviewable field/value pairs, including where
// the currency comes from and how dates and decimals are read: an inferred
// convention is the easiest part of a mapping to get wrong.
func csvColumns(mapping banking.CSVMapping, account domain.Account) []CSVColumn {
	columns := make([]CSVColumn, 0, 13)
	for _, field := range []CSVColumn{
		{"Booking date", mapping.BookingDateColumn}, {"Value date", mapping.ValueDateColumn},
		{"Amount", mapping.AmountColumn}, {"Debit", mapping.DebitColumn}, {"Credit", mapping.CreditColumn},
		{"Currency", mapping.CurrencyColumn}, {"Description", mapping.DescriptionColumn},
		{"Secondary description", mapping.FallbackDescriptionColumn}, {"Counterparty", mapping.CounterpartyColumn},
		{"Counterparty IBAN", mapping.CounterpartyIBANColumn}, {"Transaction reference", mapping.ExternalIDColumn},
	} {
		if field.Column != "" {
			columns = append(columns, field)
		}
	}
	if mapping.CurrencyColumn == "" {
		currency, origin := mapping.FixedCurrency, "from the amount column header"
		if currency == "" {
			currency, origin = account.Currency, "from the selected account"
		}
		columns = append(columns, CSVColumn{"Currency", currency + " (" + origin + ")"})
	}
	return append(columns,
		CSVColumn{"Dates read as", csvDateFormatLabel(mapping.DateFormat)},
		CSVColumn{"Decimal separator", csvDecimalFormatLabel(mapping.DecimalFormat)},
	)
}

func csvDateFormatLabel(format string) string {
	switch format {
	case "yyyy-mm-dd":
		return "2026-09-01"
	case "dd.mm.yyyy":
		return "01.09.2026 (day first)"
	case "mm/dd/yyyy":
		return "09/01/2026 (month first)"
	case "dd/mm/yyyy":
		return "01/09/2026 (day first)"
	case "iso-date-time":
		return "2026-09-01T14:30:00 (date and time)"
	case "iso-or-german":
		return "2026-09-01 or 01.09.2026"
	default:
		return format
	}
}

func csvDecimalFormatLabel(format string) string {
	switch format {
	case "dot":
		return "point (1234.56)"
	case "comma":
		return "comma (1.234,56)"
	case "dot-or-comma":
		return "point or comma"
	default:
		return format
	}
}

// csvSamples keeps a bounded, ordered excerpt that always shows the extremes and
// both directions of money when the statement contains them: an inverted sign or
// a misread date convention has to be visible before confirming.
func csvSamples(facts []domain.Facts) []domain.Facts {
	if len(facts) == 0 {
		return []domain.Facts{}
	}
	chosen := map[int]bool{0: true, len(facts) - 1: true}
	if len(facts) > 1 {
		chosen[1] = true
	}
	if len(facts) > 2 {
		chosen[len(facts)-2] = true
	}
	credit, debit, largest := -1, -1, 0
	for i, f := range facts {
		minor, err := f.Amount.Minor()
		if err != nil {
			continue
		}
		if minor >= 0 && credit < 0 {
			credit = i
		}
		if minor < 0 && debit < 0 {
			debit = i
		}
		if previous, e := facts[largest].Amount.Minor(); e != nil || abs64(minor) > abs64(previous) {
			largest = i
		}
	}
	for _, index := range []int{credit, debit, largest} {
		if index >= 0 && len(chosen) < maxCSVSamples {
			chosen[index] = true
		}
	}
	indexes := make([]int, 0, len(chosen))
	for index := range chosen {
		indexes = append(indexes, index)
	}
	slices.Sort(indexes)
	samples := make([]domain.Facts, 0, len(indexes))
	for _, index := range indexes {
		samples = append(samples, facts[index])
	}
	return samples
}

func abs64(v int64) int64 {
	if v < 0 {
		return -v
	}
	return v
}

func (a *App) Backfill(ctx context.Context, rev, accountID string, historyMonths int) (ImportResult, error) {
	a.mu.Lock()
	defer a.mu.Unlock()
	if historyMonths < 1 || historyMonths > 120 {
		return ImportResult{}, errors.New("history_months must be an integer between 1 and 120")
	}
	s, err := a.snapshot(ctx)
	if err != nil {
		return ImportResult{}, err
	}
	if rev != s.Revision {
		return ImportResult{}, errors.New("revision conflict: reload before importing")
	}
	if a.bank == nil {
		return ImportResult{}, errors.New("Enable Banking is not configured")
	}
	index := slices.IndexFunc(s.Data.Accounts, func(account domain.Account) bool { return account.ID == accountID })
	if index < 0 {
		return ImportResult{}, errors.New("unknown account")
	}
	account := s.Data.Accounts[index]
	if account.ExternalAccountID == "" {
		return ImportResult{}, errors.New("account is not connected")
	}
	var session *banking.Session
	for i := len(a.ops.Sessions) - 1; i >= 0; i-- {
		saved := &a.ops.Sessions[i]
		if slices.ContainsFunc(saved.Accounts, func(linked domain.Account) bool {
			return linked.ID == account.ID && linked.ExternalAccountID == account.ExternalAccountID
		}) {
			session = saved
			break
		}
	}
	if session == nil || session.ID == "" {
		return ImportResult{}, errors.New("account is not connected")
	}
	expiry, err := time.Parse(time.RFC3339, session.ValidUntil)
	if a.ops.Consents[session.ID].NeedsReconnect || err != nil || !expiry.After(time.Now()) {
		return ImportResult{}, banking.ErrReconnect
	}
	current, err := a.bank.Status(ctx, session.ID)
	if err != nil {
		return ImportResult{}, bankFailure(err, "bank connection unavailable; retry importing history")
	}
	expiry, err = time.Parse(time.RFC3339, current.ValidUntil)
	if err != nil || !expiry.After(time.Now()) {
		return ImportResult{}, banking.ErrReconnect
	}
	if !slices.Contains(current.AccountIDs, account.ExternalAccountID) {
		return ImportResult{}, banking.ErrReconnect
	}
	now := time.Now().UTC()
	from := now.AddDate(0, -historyMonths, 0).Format("2006-01-02")
	// The longest fetching strategy imports whatever period the bank still
	// permits: many banks cap history on an established consent instead of
	// serving the full requested range.
	facts, err := a.bank.Transactions(ctx, account, from, now.Format("2006-01-02"), true)
	if err != nil {
		return ImportResult{}, bankFailure(err, "transaction retrieval failed; retry importing history")
	}
	// Use normal import processing without changing sync cursors or saved consent
	// settings, including when the requested range adds no transactions.
	result, err := a.importFacts(ctx, s, facts)
	if err != nil {
		return ImportResult{}, err
	}
	result.RequestedFrom = from
	for _, f := range facts {
		if result.EarliestFetched == "" || f.BookingDate < result.EarliestFetched {
			result.EarliestFetched = f.BookingDate
		}
	}
	return result, nil
}

// Authorize starts a consent for one account-holder kind. An empty psuType
// keeps the previous personal default for existing API callers.
func (a *App) Authorize(ctx context.Context, institution, country, psuType string, historyMonths int) (string, error) {
	a.mu.Lock()
	defer a.mu.Unlock()
	if historyMonths < 1 || historyMonths > 120 {
		return "", errors.New("history_months must be an integer between 1 and 120")
	}
	if a.bank == nil {
		return "", errors.New("Enable Banking is not configured")
	}
	institution = strings.TrimSpace(institution)
	country = strings.ToUpper(strings.TrimSpace(country))
	if institution == "" {
		return "", errors.New("institution is required")
	}
	if len(country) != 2 {
		return "", errors.New("country must be a two-letter code")
	}
	if psuType == "" {
		psuType = banking.PSUPersonal
	}
	if !banking.ValidPSUType(psuType) {
		return "", errors.New("account type must be personal or business")
	}
	for state, auth := range a.authStates {
		if time.Now().After(auth.Expires) {
			delete(a.authStates, state)
		}
	}
	state := domain.NewID("auth")
	url, err := a.bank.Authorize(ctx, institution, country, psuType, state)
	if err != nil {
		return "", bankFailure(err, "bank authorization unavailable; retry connecting")
	}
	a.authStates[state] = authorization{Expires: time.Now().Add(15 * time.Minute), Institution: institution, Country: country, PSUType: psuType, HistoryMonths: historyMonths}
	return url, nil
}

// Institutions lists connectable banks for the country so the UI can offer
// a picker instead of free-text entry. Provider failures stay sanitized.
func (a *App) Institutions(ctx context.Context, country string) ([]banking.Institution, error) {
	a.mu.Lock()
	defer a.mu.Unlock()
	if a.bank == nil {
		return nil, errors.New("Enable Banking is not configured")
	}
	list, err := a.bank.Institutions(ctx, country)
	if err != nil {
		return nil, bankFailure(err, "institution list unavailable; retry")
	}
	return list, nil
}
func normalizedIBAN(s string) string { return strings.ToUpper(strings.Join(strings.Fields(s), "")) }
func connectAccounts(d *domain.Dataset, session *banking.Session, reconnect bool) {
	for i, account := range session.Accounts {
		found := -1
		for j, local := range d.Accounts {
			if local.ID == account.ID || (account.ExternalAccountID != "" && local.ExternalAccountID == account.ExternalAccountID) || (account.IBAN != "" && normalizedIBAN(account.IBAN) == normalizedIBAN(local.IBAN)) {
				found = j
				break
			}
		}
		if found >= 0 {
			local := d.Accounts[found]
			local.ExternalAccountID = account.ExternalAccountID
			if account.IBAN != "" {
				local.IBAN = account.IBAN
			}
			if reconnect {
				local.Active = true
			}
			session.Accounts[i] = local
			d.Accounts[found] = local
		} else {
			if account.ID == "" {
				account.ID = domain.NewID("acct")
			}
			account.Active = true
			session.Accounts[i] = account
			d.Accounts = append(d.Accounts, account)
		}
	}
}

// Callback completes a bank authorization and returns how many accounts the
// bank shared that could not be linked to a journal account.
func (a *App) Callback(ctx context.Context, code, state string) (int, error) {
	a.mu.Lock()
	defer a.mu.Unlock()
	auth, ok := a.authStates[state]
	delete(a.authStates, state)
	if !ok || time.Now().After(auth.Expires) {
		return 0, errors.New("authorization state expired or invalid; reconnect again")
	}
	if a.bank == nil || code == "" {
		return 0, errors.New("authorization did not provide a code")
	}
	session, err := a.bank.Exchange(ctx, code)
	if err != nil {
		return 0, err
	}
	// A consent without linkable accounts can never sync and its stored
	// session would be reaped silently. Fail visibly instead.
	if len(session.Accounts) == 0 {
		if session.Unlinkable > 0 {
			return 0, fmt.Errorf("the bank shared %d account(s), but none could be linked: they lack an IBAN or stable identification, or use an unsupported currency", session.Unlinkable)
		}
		return 0, errors.New("the bank authorized the connection but shared no accounts, so nothing was linked; accounts of another type (for example business) may need a separate consent")
	}
	a.ops.Sessions = append(a.ops.Sessions, session)
	a.ops.Consents[session.ID] = Consent{Institution: auth.Institution, Country: auth.Country, PSUType: auth.PSUType, HistoryMonths: auth.HistoryMonths}
	if err = a.saveOps(); err != nil {
		return 0, err
	}
	s, err := a.snapshot(ctx)
	if err != nil {
		return 0, err
	}
	connectAccounts(&s.Data, &session, true)
	// Remove superseded account bindings, not unrelated bank consents.
	replacements := map[string]bool{}
	for _, account := range session.Accounts {
		replacements[account.ID] = true
	}
	sessions := make([]banking.Session, 0, len(a.ops.Sessions)+1)
	for _, old := range a.ops.Sessions {
		if old.ID == session.ID {
			continue
		}
		old.Accounts = slices.DeleteFunc(slices.Clone(old.Accounts), func(account domain.Account) bool { return replacements[account.ID] })
		if len(old.Accounts) > 0 {
			sessions = append(sessions, old)
		} else {
			delete(a.ops.Consents, old.ID)
		}
	}
	a.ops.Sessions = append(sessions, session)
	// Save once-only provider details before the canonical commit. Sync can recover
	// the account bindings if a crash or external edit interrupts that commit.
	if err = a.saveOps(); err != nil {
		return 0, err
	}
	if _, err = a.commit(ctx, s.Revision, s.Data); err != nil {
		return 0, err
	}
	select {
	case a.syncRequested <- struct{}{}:
	default:
	}
	return session.Unlinkable, nil
}
func (a *App) Balances(ctx context.Context, id string) ([]banking.Balance, error) {
	a.mu.Lock()
	defer a.mu.Unlock()
	if a.bank == nil {
		return nil, errors.New("Enable Banking is not configured")
	}
	s, err := a.snapshot(ctx)
	if err != nil {
		return nil, err
	}
	for _, account := range s.Data.Accounts {
		if account.ID == id && account.ExternalAccountID != "" {
			for _, session := range a.ops.Sessions {
				for _, linked := range session.Accounts {
					if linked.ID == account.ID && linked.ExternalAccountID == account.ExternalAccountID {
						return a.bank.Balances(ctx, linked.ExternalAccountID)
					}
				}
			}
		}
	}
	return nil, errors.New("account is not connected")
}

// Only typed, locally generated errors are safe to expose; provider errors may
// wrap private response data even when their underlying cause is recognizable.
func bankFailure(err error, fallback string) error {
	var background *banking.BackgroundQuotaError
	if errors.As(err, &background) {
		return fmt.Errorf("Enable Banking: %w", background)
	}
	var limited *ratelimit.RateLimitError
	if errors.As(err, &limited) {
		return fmt.Errorf("Enable Banking: %w", limited)
	}
	if errors.Is(err, banking.ErrReconnect) {
		return banking.ErrReconnect
	}
	var api *banking.APIError
	if errors.As(err, &api) {
		return api
	}
	var consent *banking.ConsentError
	if errors.As(err, &consent) {
		return consent
	}
	return errors.New(fallback)
}

func (a *App) Sync(ctx context.Context) (State, error) {
	a.mu.Lock()
	defer a.mu.Unlock()
	if a.bank == nil {
		return State{}, errors.New("Enable Banking is not configured")
	}
	s, err := a.snapshot(ctx)
	if err != nil {
		return State{}, err
	}
	var failures []string
	for i := range a.ops.Sessions {
		connectAccounts(&s.Data, &a.ops.Sessions[i], false)
	}
	// Recovery may have both the old consent and its once-only replacement.
	// Keep the newest binding for each local account before checking bank status.
	claimed := map[string]bool{}
	retained := make([]banking.Session, 0, len(a.ops.Sessions))
	for i := len(a.ops.Sessions) - 1; i >= 0; i-- {
		session := a.ops.Sessions[i]
		session.Accounts = slices.DeleteFunc(slices.Clone(session.Accounts), func(account domain.Account) bool {
			if claimed[account.ID] {
				return true
			}
			claimed[account.ID] = true
			return false
		})
		if len(session.Accounts) == 0 {
			delete(a.ops.Consents, session.ID)
		} else {
			retained = append(retained, session)
		}
	}
	slices.Reverse(retained)
	a.ops.Sessions = retained
	s, err = a.commit(ctx, s.Revision, s.Data)
	if err != nil {
		return State{}, err
	}
	validAccounts := map[string]bool{}
	accountSession := map[string]string{}
	failedSessions := map[string]bool{}
	for i, session := range a.ops.Sessions {
		for _, account := range session.Accounts {
			accountSession[account.ID] = session.ID
		}
		meta := a.ops.Consents[session.ID]
		current, e := a.bank.Status(ctx, session.ID)
		if e == nil {
			expiry, parseErr := time.Parse(time.RFC3339, current.ValidUntil)
			if parseErr != nil || !expiry.After(time.Now()) {
				e = banking.ErrReconnect
			}
		}
		if e != nil {
			meta.Error = bankFailure(e, "bank connection unavailable; retry synchronization").Error()
			meta.NeedsReconnect = errors.Is(e, banking.ErrReconnect)
			a.ops.Consents[session.ID] = meta
			failures = append(failures, meta.Institution+": "+meta.Error)
			failedSessions[session.ID] = true
			continue
		}
		meta.Error = ""
		meta.NeedsReconnect = false
		a.ops.Consents[session.ID] = meta
		a.ops.Sessions[i].ValidUntil = current.ValidUntil
		for _, account := range session.Accounts {
			if account.ExternalAccountID != "" && slices.Contains(current.AccountIDs, account.ExternalAccountID) {
				validAccounts[account.ID] = true
			}
		}
	}
	now := time.Now().UTC()
	to := now.Format("2006-01-02")
	for _, account := range s.Data.Accounts {
		if !account.Active || account.ExternalAccountID == "" {
			continue
		}
		sessionID := accountSession[account.ID]
		if failedSessions[sessionID] {
			continue
		}
		if !validAccounts[account.ID] {
			failures = append(failures, account.DisplayName+": bank connection unavailable")
			if sessionID != "" {
				meta := a.ops.Consents[sessionID]
				meta.Error = banking.ErrReconnect.Error()
				meta.NeedsReconnect = true
				a.ops.Consents[sessionID] = meta
			}
			continue
		}
		var from string
		if last, e := time.Parse(time.RFC3339, a.ops.AccountSync[account.ID]); e == nil {
			from = last.AddDate(0, 0, -14).Format("2006-01-02")
		} else {
			months := a.ops.Consents[accountSession[account.ID]].historyMonths()
			from = now.AddDate(0, -months, 0).Format("2006-01-02")
		}
		facts, e := a.bank.Transactions(ctx, account, from, to, false)
		if e != nil {
			meta := a.ops.Consents[sessionID]
			meta.Error = bankFailure(e, "transaction retrieval failed; retry synchronization").Error()
			meta.NeedsReconnect = meta.NeedsReconnect || errors.Is(e, banking.ErrReconnect)
			a.ops.Consents[sessionID] = meta
			failures = append(failures, account.DisplayName+": "+meta.Error)
			continue
		}
		result, e := a.importFacts(ctx, s, facts)
		if e != nil {
			failures = append(failures, account.DisplayName+": "+e.Error())
			s, err = a.snapshot(ctx)
			if err != nil {
				return State{}, err
			}
			continue
		}
		s = result.State
		a.ops.AccountSync[account.ID] = now.Format(time.RFC3339)
	}
	a.ops.SyncError = strings.Join(failures, "; ")
	if len(failures) == 0 {
		a.ops.LastSync = now.Format(time.RFC3339)
	}
	if err = a.saveOps(); err != nil {
		return State{}, err
	}
	return a.snapshot(ctx)
}
func (a *App) RunScheduler(ctx context.Context) {
	timer := time.NewTimer(time.Minute)
	defer timer.Stop()
	for {
		force := false
		select {
		case <-ctx.Done():
			return
		case <-a.syncRequested:
			force = true
		case <-timer.C:
		}
		a.mu.Lock()
		configured := a.bank != nil
		last, err := time.Parse(time.RFC3339, a.ops.LastSync)
		failed := a.ops.SyncError != ""
		a.mu.Unlock()
		due := force || err != nil || failed || time.Since(last) >= 24*time.Hour
		if !configured || !due {
			timer.Reset(time.Minute)
			continue
		}
		a.Sync(ctx)
		a.mu.Lock()
		failed = a.ops.SyncError != ""
		a.mu.Unlock()
		if failed {
			// A failed sync leaves its persisted error banner behind. Retry
			// hourly so transient provider failures clear without waiting a
			// day, while bounding unattended traffic toward the provider.
			timer.Reset(time.Hour)
		} else {
			timer.Reset(24 * time.Hour)
		}
	}
}