diff --git a/client/api.js b/client/api.js index 3db848a..baa3117 100644 --- a/client/api.js +++ b/client/api.js @@ -412,6 +412,9 @@ export const api = { unmatchTransactionBulk: (matches) => post('/transactions/unmatch-bulk', { matches }), ignoreTransaction: (id) => post(`/transactions/${id}/ignore`), unignoreTransaction: (id) => post(`/transactions/${id}/unignore`), + transactionMerchantMatch: (id) => get(`/transactions/${id}/merchant-match`), + applyTransactionMerchantMatch: (id) => post(`/transactions/${id}/apply-merchant-match`), + autoCategorizeTransactions: (opts = {}) => post('/transactions/auto-categorize', opts), // Match suggestions matchSuggestions: (params = {}) => get(`/matches/suggestions${queryString(params)}`), diff --git a/client/components/data/BankSyncSection.jsx b/client/components/data/BankSyncSection.jsx index 2922533..c8c19f7 100644 --- a/client/components/data/BankSyncSection.jsx +++ b/client/components/data/BankSyncSection.jsx @@ -325,6 +325,10 @@ export default function BankSyncSection({ onConnectionChange, cardProps = {} }) const [btAccounts, setBtAccounts] = useState([]); const [btSaving, setBtSaving] = useState(false); + // Auto-categorization state + const [acmEnabled, setAcmEnabled] = useState(true); + const [acmSaving, setAcmSaving] = useState(false); + const loadAccounts = useCallback(async (conns) => { for (const conn of conns) { setAccountsLoading(prev => ({ ...prev, [conn.id]: true })); @@ -352,6 +356,7 @@ export default function BankSyncSection({ onConnectionChange, cardProps = {} }) setBtPendingDays(parseInt(settings.bank_tracking_pending_days, 10) || 3); setBtLateGraceDays(parseInt(settings.bank_late_attribution_days, 10) || 0); setBtAccounts(Array.isArray(accounts) ? accounts : []); + setAcmEnabled(settings.bank_auto_categorize_merchants !== 'false'); } catch { // non-fatal — bank tracking section just won't populate } @@ -379,6 +384,19 @@ export default function BankSyncSection({ onConnectionChange, cardProps = {} }) } }, [btEnabled, btAccountId, btPendingDays]); + const handleAcmSave = useCallback(async (next) => { + setAcmSaving(true); + try { + await api.saveSettings({ bank_auto_categorize_merchants: String(next) }); + setAcmEnabled(next); + toast.success('Auto-categorization setting saved'); + } catch (err) { + toast.error(err.message || 'Failed to save auto-categorization setting'); + } finally { + setAcmSaving(false); + } + }, []); + const load = useCallback(async () => { setLoadError(''); try { @@ -931,6 +949,33 @@ export default function BankSyncSection({ onConnectionChange, cardProps = {} }) )} + {enabled && connections.length > 0 && ( + +
+
+
+ +

+ When new transactions sync, recognized merchants and stores are automatically assigned a spending category. +

+
+ +
+
+
+ )} + { if (!open) setDisconnectTarget(null); }}> diff --git a/client/components/data/TransactionMatchingSection.jsx b/client/components/data/TransactionMatchingSection.jsx index a6f6a31..7fb97c4 100644 --- a/client/components/data/TransactionMatchingSection.jsx +++ b/client/components/data/TransactionMatchingSection.jsx @@ -2,19 +2,21 @@ import React, { useState, useEffect, useMemo, useRef } from 'react'; import { toast } from 'sonner'; import { Sparkles, CheckCircle2, Loader2, RefreshCw, Link2, Link2Off, - XCircle, Eye, EyeOff, Search, Plus, Clock, ChevronLeft, ChevronRight, + XCircle, Eye, EyeOff, Search, Clock, ChevronLeft, ChevronRight, ArrowUp, ArrowDown, ArrowUpDown, } from 'lucide-react'; import { api } from '@/api'; import { cn } from '@/lib/utils'; import { Button } from '@/components/ui/button'; import { Input } from '@/components/ui/input'; -import { - Dialog, DialogContent, DialogDescription, DialogFooter, - DialogHeader, DialogTitle, -} from '@/components/ui/dialog'; import { SectionCard } from './dataShared'; import BillModal from '@/components/BillModal'; +import { + MatchBillDialog, + transactionTitle, + transactionDate, + formatTransactionAmount, +} from '@/components/transactions/MatchBillDialog'; const TRANSACTION_FILTERS = [ { id: 'open', label: 'Open', params: { ignored: 'false' } }, @@ -47,23 +49,6 @@ function TransactionStatusBadge({ tx }) { ); } -function formatTransactionAmount(amount, currency = 'USD') { - const value = Math.abs(Number(amount || 0)) / 100; - const sign = Number(amount || 0) < 0 ? '-' : '+'; - return `${sign}${new Intl.NumberFormat(undefined, { - style: 'currency', - currency: currency || 'USD', - }).format(value)}`; -} - -function transactionDate(tx) { - return tx?.posted_date || String(tx?.transacted_at || '').slice(0, 10) || '—'; -} - -function transactionTitle(tx) { - return tx?.payee || tx?.description || tx?.memo || 'Transaction'; -} - function matchScoreTone(score) { const value = Number(score) || 0; if (value >= 80) return 'border-emerald-500/30 bg-emerald-500/10 text-emerald-600 dark:text-emerald-400'; @@ -181,189 +166,6 @@ function SuggestedMatchesPanel({ suggestions, loading, actionId, onAccept, onRej ); } -function MatchBillDialog({ open, onOpenChange, transaction, bills, onConfirm, loading, onCreateBill }) { - const [query, setQuery] = useState(''); - const [selectedBillId, setSelectedBillId] = useState(''); - - useEffect(() => { - if (open) { - setQuery(''); - setSelectedBillId(transaction?.matched_bill_id ? String(transaction.matched_bill_id) : ''); - } - }, [open, transaction?.id, transaction?.matched_bill_id]); - - const filteredBills = useMemo(() => { - const q = query.trim().toLowerCase(); - if (!q) return bills.slice(0, 40); - return bills - .filter(bill => String(bill.name || '').toLowerCase().includes(q)) - .slice(0, 40); - }, [bills, query]); - - const selectedBill = bills.find(bill => String(bill.id) === String(selectedBillId)); - - return ( - - - - Match Transaction - - Choose the bill this transaction paid. Nothing changes until you confirm. - - - - {transaction && ( -
-
-
-

{transactionTitle(transaction)}

-

- {transactionDate(transaction)} · {transaction.source_label || transaction.source_type_label || 'Transaction'} -

-
-

- {formatTransactionAmount(transaction.amount, transaction.currency)} -

-
- {transaction.description && transaction.description !== transactionTitle(transaction) && ( -

{transaction.description}

- )} -
- )} - -
- - -
- {filteredBills.length === 0 ? ( -
-

No bills found.

- {onCreateBill && (() => { - const af = transaction?.advisory_filter; - const label = query.trim() - ? `Create "${query.trim()}" as a new bill` - : 'Create a new bill'; - if (af?.confidence === 'high') { - return ( - - Probably not a bill ·{' '} - - - ); - } - return ( - - ); - })()} -
- ) : ( -
- {filteredBills.map(bill => ( - - ))} -
- )} -
-
- - - {onCreateBill && (() => { - const af = transaction?.advisory_filter; - if (af?.confidence === 'high') { - return ( - - Probably not a bill - - - ); - } - return ( - - ); - })()} - - - -
-
- ); -} - function parseUtc(str) { if (!str) return null; const normalized = str.includes('T') ? str : str.replace(' ', 'T') + 'Z'; diff --git a/client/components/transactions/CategoryPicker.jsx b/client/components/transactions/CategoryPicker.jsx new file mode 100644 index 0000000..fc95c9c --- /dev/null +++ b/client/components/transactions/CategoryPicker.jsx @@ -0,0 +1,57 @@ +import React, { useState, useEffect, useRef } from 'react'; +import { Tag } from 'lucide-react'; + +// ── Category picker dropdown ───────────────────────────────────────────────── + +export function CategoryPicker({ categories, current, onSelect }) { + const [open, setOpen] = useState(false); + const ref = useRef(null); + + useEffect(() => { + if (!open) return; + const close = e => { if (ref.current && !ref.current.contains(e.target)) setOpen(false); }; + document.addEventListener('mousedown', close); + return () => document.removeEventListener('mousedown', close); + }, [open]); + + const currentCat = categories.find(c => c.id === current); + + return ( +
+ + + {open && ( +
+ + {categories.length === 0 ? ( +

+ No spending categories. Enable some in Categories. +

+ ) : categories.map(cat => ( + + ))} +
+ )} +
+ ); +} diff --git a/client/components/transactions/MatchBillDialog.jsx b/client/components/transactions/MatchBillDialog.jsx new file mode 100644 index 0000000..eaed470 --- /dev/null +++ b/client/components/transactions/MatchBillDialog.jsx @@ -0,0 +1,211 @@ +import React, { useState, useEffect, useMemo } from 'react'; +import { + CheckCircle2, Loader2, Link2, Search, Plus, +} from 'lucide-react'; +import { cn } from '@/lib/utils'; +import { Button } from '@/components/ui/button'; +import { Input } from '@/components/ui/input'; +import { + Dialog, DialogContent, DialogDescription, DialogFooter, + DialogHeader, DialogTitle, +} from '@/components/ui/dialog'; + +export function transactionDate(tx) { + return tx?.posted_date || String(tx?.transacted_at || '').slice(0, 10) || '—'; +} + +export function transactionTitle(tx) { + return tx?.payee || tx?.description || tx?.memo || 'Transaction'; +} + +export function formatTransactionAmount(amount, currency = 'USD') { + const value = Math.abs(Number(amount || 0)) / 100; + const sign = Number(amount || 0) < 0 ? '-' : '+'; + return `${sign}${new Intl.NumberFormat(undefined, { + style: 'currency', + currency: currency || 'USD', + }).format(value)}`; +} + +export function MatchBillDialog({ open, onOpenChange, transaction, bills, onConfirm, loading, onCreateBill }) { + const [query, setQuery] = useState(''); + const [selectedBillId, setSelectedBillId] = useState(''); + + useEffect(() => { + if (open) { + setQuery(''); + setSelectedBillId(transaction?.matched_bill_id ? String(transaction.matched_bill_id) : ''); + } + }, [open, transaction?.id, transaction?.matched_bill_id]); + + const filteredBills = useMemo(() => { + const q = query.trim().toLowerCase(); + if (!q) return bills.slice(0, 40); + return bills + .filter(bill => String(bill.name || '').toLowerCase().includes(q)) + .slice(0, 40); + }, [bills, query]); + + const selectedBill = bills.find(bill => String(bill.id) === String(selectedBillId)); + + return ( + + + + Match Transaction + + Choose the bill this transaction paid. Nothing changes until you confirm. + + + + {transaction && ( +
+
+
+

{transactionTitle(transaction)}

+

+ {transactionDate(transaction)} · {transaction.source_label || transaction.source_type_label || 'Transaction'} +

+
+

+ {formatTransactionAmount(transaction.amount, transaction.currency)} +

+
+ {transaction.description && transaction.description !== transactionTitle(transaction) && ( +

{transaction.description}

+ )} +
+ )} + +
+ + +
+ {filteredBills.length === 0 ? ( +
+

No bills found.

+ {onCreateBill && (() => { + const af = transaction?.advisory_filter; + const label = query.trim() + ? `Create "${query.trim()}" as a new bill` + : 'Create a new bill'; + if (af?.confidence === 'high') { + return ( + + Probably not a bill ·{' '} + + + ); + } + return ( + + ); + })()} +
+ ) : ( +
+ {filteredBills.map(bill => ( + + ))} +
+ )} +
+
+ + + {onCreateBill && (() => { + const af = transaction?.advisory_filter; + if (af?.confidence === 'high') { + return ( + + Probably not a bill + + + ); + } + return ( + + ); + })()} + + + +
+
+ ); +} diff --git a/client/lib/utils.js b/client/lib/utils.js index 60cb252..575028e 100644 --- a/client/lib/utils.js +++ b/client/lib/utils.js @@ -43,3 +43,26 @@ export function fmtBytes(bytes) { if (bytes < 1048576) return `${(bytes / 1024).toFixed(1)} KB`; return `${(bytes / 1048576).toFixed(2)} MB`; } + +const CATEGORY_COLOR_TONES = [ + { border: 'border-emerald-300/50', bg: 'bg-emerald-400/15', text: 'text-emerald-700 dark:text-emerald-200', bar: 'bg-emerald-500' }, + { border: 'border-sky-300/50', bg: 'bg-sky-400/15', text: 'text-sky-700 dark:text-sky-200', bar: 'bg-sky-500' }, + { border: 'border-amber-300/50', bg: 'bg-amber-400/15', text: 'text-amber-700 dark:text-amber-200', bar: 'bg-amber-500' }, + { border: 'border-rose-300/50', bg: 'bg-rose-400/15', text: 'text-rose-700 dark:text-rose-200', bar: 'bg-rose-500' }, + { border: 'border-indigo-300/50', bg: 'bg-indigo-400/15', text: 'text-indigo-700 dark:text-indigo-200', bar: 'bg-indigo-500' }, + { border: 'border-violet-300/50', bg: 'bg-violet-400/15', text: 'text-violet-700 dark:text-violet-200', bar: 'bg-violet-500' }, + { border: 'border-teal-300/50', bg: 'bg-teal-400/15', text: 'text-teal-700 dark:text-teal-200', bar: 'bg-teal-500' }, + { border: 'border-orange-300/50', bg: 'bg-orange-400/15', text: 'text-orange-700 dark:text-orange-200', bar: 'bg-orange-500' }, +]; + +// Deterministic color tone for a category (or merchant) name, used for +// badges and avatars so the same name always renders the same color. +export function categoryColor(name) { + const key = String(name || 'Uncategorized'); + let hash = 0; + for (let i = 0; i < key.length; i++) { + hash = (hash * 31 + key.charCodeAt(i)) | 0; + } + const index = Math.abs(hash) % CATEGORY_COLOR_TONES.length; + return CATEGORY_COLOR_TONES[index]; +} diff --git a/client/pages/BankTransactionsPage.jsx b/client/pages/BankTransactionsPage.jsx index 87262ec..db5cc2e 100644 --- a/client/pages/BankTransactionsPage.jsx +++ b/client/pages/BankTransactionsPage.jsx @@ -1,18 +1,25 @@ -import { useCallback, useEffect, useMemo, useRef, useState } from 'react'; +import { Fragment, useCallback, useEffect, useMemo, useRef, useState } from 'react'; import { Link } from 'react-router-dom'; +import { toast } from 'sonner'; import { ArrowDown, ArrowDownUp, ArrowUp, Building2, + Check, CheckCircle2, ChevronLeft, ChevronRight, Clock3, + Eye, + EyeOff, Landmark, Link2, + Link2Off, + MoreVertical, RefreshCw, Search, + Sparkles, TrendingDown, TrendingUp, WalletCards, @@ -21,6 +28,7 @@ import { api } from '@/api'; import { Badge } from '@/components/ui/badge'; import { Button } from '@/components/ui/button'; import { Input } from '@/components/ui/input'; +import { Skeleton } from '@/components/ui/Skeleton'; import { Select, SelectContent, @@ -36,9 +44,29 @@ import { TableHeader, TableRow, } from '@/components/ui/table'; -import { cn, fmt, fmtDate } from '@/lib/utils'; +import { + DropdownMenu, + DropdownMenuContent, + DropdownMenuItem, + DropdownMenuSeparator, + DropdownMenuTrigger, +} from '@/components/ui/dropdown-menu'; +import { + Dialog, + DialogContent, + DialogDescription, + DialogFooter, + DialogHeader, + DialogTitle, +} from '@/components/ui/dialog'; +import { Checkbox } from '@/components/ui/checkbox'; +import { CategoryPicker } from '@/components/transactions/CategoryPicker'; +import { MatchBillDialog } from '@/components/transactions/MatchBillDialog'; +import BillModal from '@/components/BillModal'; +import { cn, fmt, fmtDate, categoryColor, localDateString } from '@/lib/utils'; const PAGE_SIZE = 50; +const TABLE_COLUMN_COUNT = 8; const flowOptions = [ { value: 'all', label: 'All' }, @@ -46,6 +74,7 @@ const flowOptions = [ { value: 'out', label: 'Money out' }, { value: 'pending', label: 'Pending' }, { value: 'unmatched', label: 'Needs review' }, + { value: 'uncategorized', label: 'Needs category' }, { value: 'matched', label: 'Matched' }, { value: 'ignored', label: 'Ignored' }, ]; @@ -86,6 +115,34 @@ function transactionDate(tx) { return tx.posted_date || (tx.transacted_at ? tx.transacted_at.slice(0, 10) : null); } +function dateGroupLabel(dateStr) { + if (!dateStr) return 'Unknown date'; + const today = localDateString(); + const yesterdayDate = new Date(); + yesterdayDate.setDate(yesterdayDate.getDate() - 1); + const yesterday = localDateString(yesterdayDate); + if (dateStr === today) return 'Today'; + if (dateStr === yesterday) return 'Yesterday'; + return fmtDate(dateStr); +} + +// Groups already-sorted transactions into date sections for display. +// Returns null when the list isn't sorted by date (grouping wouldn't make sense). +function groupByDate(transactions, sortBy) { + if (sortBy !== 'date') return null; + const groups = []; + let current = null; + for (const tx of transactions) { + const date = transactionDate(tx); + if (!current || current.date !== date) { + current = { date, label: dateGroupLabel(date), items: [] }; + groups.push(current); + } + current.items.push(tx); + } + return groups; +} + function accountLabel(account) { if (!account) return 'Unknown account'; return [account.org_name, account.name].filter(Boolean).join(' - ') || account.name || 'Account'; @@ -136,18 +193,93 @@ function SummaryTile({ icon: Icon, label, value, tone, detail }) { ); } -function TransactionMobileCard({ tx }) { +// Small circular initial badge, colored by the transaction's category — gives +// the table/cards a quick visual anchor for scanning by category. +function MerchantAvatar({ tx }) { + const tone = categoryColor(tx.spending_category_name || 'Uncategorized'); + const initial = transactionTitle(tx).trim().charAt(0).toUpperCase() || '?'; + return ( + + {initial} + + ); +} + +function SuggestionBadge({ tx, onApply, applying }) { + if (!tx.suggested_match) return null; + return ( +
+ + {tx.suggested_match.display_name} · {tx.suggested_match.category} + + +
+ ); +} + +function RowActionsMenu({ tx, onMatch, onUnmatch, onIgnore, onUnignore }) { + const isMatched = tx.match_status === 'matched'; + const isIgnored = tx.ignored || tx.match_status === 'ignored'; + + return ( + + + + + + onMatch(tx)}> + + {isMatched ? 'Change bill match…' : 'Match to bill…'} + + {isMatched && ( + onUnmatch(tx)}> + + Unmatch + + )} + + {isIgnored ? ( + onUnignore(tx)}> + + Unignore + + ) : ( + onIgnore(tx)}> + + Ignore + + )} + + + ); +} + +function TransactionMobileCard({ tx, categories, onCategorize, onApplySuggestion, applyingSuggestionId, onMatch, onUnmatch, onIgnore, onUnignore, selected, onToggleSelected }) { const cents = Number(tx.amount || 0); const isCredit = cents > 0; return ( -
+
-
-

{transactionTitle(tx)}

-

- {[tx.account_org_name, tx.account_name].filter(Boolean).join(' - ') || 'Account'} -

+
+ onToggleSelected(tx.id)} aria-label="Select transaction" /> + +
+

{transactionTitle(tx)}

+

+ {[tx.account_org_name, tx.account_name].filter(Boolean).join(' - ') || 'Account'} +

+

{formatCents(cents, { signed: true })} @@ -163,6 +295,13 @@ function TransactionMobileCard({ tx }) { )}

+
+
+ onCategorize(tx, categoryId)} /> + +
+ +
); } @@ -178,6 +317,16 @@ export default function BankTransactionsPage() { const [sortBy, setSortBy] = useState('date'); const [sortDir, setSortDir] = useState('desc'); const [page, setPage] = useState(1); + const [categories, setCategories] = useState([]); + const [bills, setBills] = useState([]); + const [matchTarget, setMatchTarget] = useState(null); + const [matchSubmitting, setMatchSubmitting] = useState(false); + const [applyingSuggestionId, setApplyingSuggestionId] = useState(null); + const [autoCategorizing, setAutoCategorizing] = useState(false); + const [autoCategorizePreview, setAutoCategorizePreview] = useState(null); + const [createBillSourceTx, setCreateBillSourceTx] = useState(null); + const [selectedIds, setSelectedIds] = useState(() => new Set()); + const [bulkActing, setBulkActing] = useState(false); // Monotonic request id: a response only lands if it belongs to the newest // request, so a slow Refresh can never overwrite fresher filter results. const requestSeq = useRef(0); @@ -194,6 +343,15 @@ export default function BankTransactionsPage() { setPage(1); }, [accountId, flow, sortBy, sortDir]); + useEffect(() => { + setSelectedIds(new Set()); + }, [accountId, flow, sortBy, sortDir, query, page]); + + useEffect(() => { + api.categories().then(data => setCategories(data || [])).catch(() => setCategories([])); + api.bills().then(data => setBills(data || [])).catch(() => setBills([])); + }, []); + // Single fetch path — used by both the load effect and the Refresh button. const loadLedger = useCallback(async () => { const seq = ++requestSeq.current; @@ -219,11 +377,181 @@ export default function BankTransactionsPage() { useEffect(() => { loadLedger(); }, [loadLedger]); + const updateTransaction = useCallback((id, patch) => { + setLedger(prev => { + if (!prev) return prev; + return { + ...prev, + transactions: prev.transactions.map(tx => (tx.id === id ? { ...tx, ...patch } : tx)), + }; + }); + }, []); + + const handleCategorize = useCallback(async (tx, categoryId) => { + try { + await api.categorizeTransaction(tx.id, { category_id: categoryId, save_rule: false }); + const categoryName = categories.find(c => c.id === categoryId)?.name ?? null; + updateTransaction(tx.id, { spending_category_id: categoryId, spending_category_name: categoryName, suggested_match: null }); + } catch (err) { + toast.error(err.message || 'Failed to categorize transaction'); + } + }, [categories, updateTransaction]); + + const handleApplySuggestion = useCallback(async (tx) => { + setApplyingSuggestionId(tx.id); + try { + const result = await api.applyTransactionMerchantMatch(tx.id); + if (result.matched) { + updateTransaction(tx.id, { + spending_category_id: result.category.id, + spending_category_name: result.category.name, + suggested_match: null, + }); + toast.success(`Categorized as ${result.category.name}`); + } + } catch (err) { + toast.error(err.message || 'Failed to apply suggestion'); + } finally { + setApplyingSuggestionId(null); + } + }, [updateTransaction]); + + const handleAutoCategorize = useCallback(async () => { + setAutoCategorizing(true); + try { + const preview = await api.autoCategorizeTransactions({ dry_run: true }); + if (!preview?.changes?.length) { + toast.success('No new matches found'); + return; + } + setAutoCategorizePreview(preview); + } catch (err) { + toast.error(err.message || 'Failed to preview auto-categorize'); + } finally { + setAutoCategorizing(false); + } + }, []); + + const handleUndoAutoCategorize = useCallback(async (changes) => { + try { + await Promise.all(changes.map(c => api.categorizeTransaction(c.transaction_id, { category_id: null, save_rule: false }))); + toast.success('Auto-categorize undone'); + } catch (err) { + toast.error(err.message || 'Failed to undo auto-categorize'); + } finally { + loadLedger(); + } + }, [loadLedger]); + + const handleConfirmAutoCategorize = useCallback(async () => { + setAutoCategorizing(true); + try { + const result = await api.autoCategorizeTransactions(); + const changes = result?.changes || []; + setAutoCategorizePreview(null); + await Promise.all([ + loadLedger(), + api.categories().then(data => setCategories(data || [])).catch(() => {}), + ]); + const count = changes.length; + toast.success(`Categorized ${count} transaction${count === 1 ? '' : 's'}`, { + action: { label: 'Undo', onClick: () => handleUndoAutoCategorize(changes) }, + }); + } catch (err) { + toast.error(err.message || 'Failed to auto-categorize transactions'); + } finally { + setAutoCategorizing(false); + } + }, [loadLedger, handleUndoAutoCategorize]); + + const handleConfirmMatch = useCallback(async (billId) => { + if (!matchTarget) return; + setMatchSubmitting(true); + try { + const result = await api.matchTransaction(matchTarget.id, billId); + updateTransaction(matchTarget.id, result.transaction); + setMatchTarget(null); + toast.success('Transaction matched to bill'); + } catch (err) { + toast.error(err.message || 'Failed to match transaction'); + } finally { + setMatchSubmitting(false); + } + }, [matchTarget, updateTransaction]); + + const openCreateBill = useCallback((tx, nameOverride) => { + const amount = Math.abs(Number(tx.amount || 0)) / 100; + const dateStr = transactionDate(tx); + const day = dateStr ? parseInt(dateStr.slice(8, 10), 10) : 1; + setCreateBillSourceTx({ + tx, + initialBill: { + name: nameOverride || transactionTitle(tx), + expected_amount: amount || 0, + due_day: day >= 1 && day <= 31 ? day : 1, + billing_cycle: 'monthly', + cycle_type: 'monthly', + cycle_day: '1', + active: 1, + }, + }); + }, []); + + const handleBillCreated = useCallback(async (newBill) => { + const tx = createBillSourceTx?.tx; + setCreateBillSourceTx(null); + setMatchTarget(null); + if (tx && newBill?.id) { + try { + const result = await api.matchTransaction(tx.id, newBill.id); + updateTransaction(tx.id, result.transaction); + toast.success('Bill created and matched to transaction'); + } catch (err) { + toast.error(err.message || 'Bill created but match failed'); + } + } + api.bills().then(data => setBills(data || [])).catch(() => {}); + }, [createBillSourceTx, updateTransaction]); + + const handleUnmatch = useCallback(async (tx) => { + try { + const result = await api.unmatchTransaction(tx.id); + updateTransaction(tx.id, result.transaction); + toast.success('Transaction unmatched'); + } catch (err) { + toast.error(err.message || 'Failed to unmatch transaction'); + loadLedger(); + } + }, [updateTransaction, loadLedger]); + + const handleIgnore = useCallback(async (tx) => { + try { + const transaction = await api.ignoreTransaction(tx.id); + updateTransaction(tx.id, transaction); + } catch (err) { + toast.error(err.message || 'Failed to ignore transaction'); + loadLedger(); + } + }, [updateTransaction, loadLedger]); + + const handleUnignore = useCallback(async (tx) => { + try { + const transaction = await api.unignoreTransaction(tx.id); + updateTransaction(tx.id, transaction); + } catch (err) { + toast.error(err.message || 'Failed to unignore transaction'); + loadLedger(); + } + }, [updateTransaction, loadLedger]); + const accounts = ledger?.accounts || []; const transactions = ledger?.transactions || []; const summary = ledger?.summary || {}; const total = Number(ledger?.total || 0); const totalPages = Math.max(1, Math.ceil(total / PAGE_SIZE)); + const categoryBreakdown = summary.category_breakdown || []; + const maxCategoryTotal = categoryBreakdown.reduce((max, c) => Math.max(max, Number(c.total || 0)), 0) || 1; + const dateGroups = useMemo(() => groupByDate(transactions, sortBy), [transactions, sortBy]); // If a filter shrinks the result set below the current page, snap back to // the last real page instead of stranding the user on an empty one. @@ -236,6 +564,99 @@ export default function BankTransactionsPage() { }, [ledger?.sources]); const connected = Boolean(ledger?.enabled && ledger?.has_connections); + const selectedTransactions = useMemo( + () => transactions.filter(tx => selectedIds.has(tx.id)), + [transactions, selectedIds], + ); + const allOnPageSelected = transactions.length > 0 && transactions.every(tx => selectedIds.has(tx.id)); + + const toggleSelected = useCallback((id) => { + setSelectedIds(prev => { + const next = new Set(prev); + if (next.has(id)) next.delete(id); else next.add(id); + return next; + }); + }, []); + + const toggleSelectAll = useCallback(() => { + setSelectedIds(prev => { + if (transactions.length > 0 && transactions.every(tx => prev.has(tx.id))) return new Set(); + return new Set(transactions.map(tx => tx.id)); + }); + }, [transactions]); + + const handleBulkApplySuggestions = useCallback(async () => { + const targets = selectedTransactions.filter(tx => tx.suggested_match && !tx.spending_category_id); + if (targets.length === 0) return; + setBulkActing(true); + try { + const results = await Promise.allSettled(targets.map(tx => api.applyTransactionMerchantMatch(tx.id))); + let applied = 0; + results.forEach((r, i) => { + if (r.status === 'fulfilled' && r.value?.matched) { + updateTransaction(targets[i].id, { + spending_category_id: r.value.category.id, + spending_category_name: r.value.category.name, + suggested_match: null, + }); + applied++; + } + }); + toast.success(`Applied suggestions to ${applied} of ${targets.length}`); + if (applied < targets.length) loadLedger(); + } finally { + setBulkActing(false); + setSelectedIds(new Set()); + } + }, [selectedTransactions, updateTransaction, loadLedger]); + + const handleBulkCategorize = useCallback(async (categoryId) => { + const targets = selectedTransactions; + if (targets.length === 0) return; + const categoryName = categories.find(c => c.id === categoryId)?.name ?? null; + setBulkActing(true); + try { + const results = await Promise.allSettled( + targets.map(tx => api.categorizeTransaction(tx.id, { category_id: categoryId, save_rule: false })), + ); + let applied = 0; + results.forEach((r, i) => { + if (r.status === 'fulfilled') { + updateTransaction(targets[i].id, { spending_category_id: categoryId, spending_category_name: categoryName, suggested_match: null }); + applied++; + } + }); + toast.success(`Categorized ${applied} of ${targets.length}`); + if (applied < targets.length) loadLedger(); + } finally { + setBulkActing(false); + setSelectedIds(new Set()); + } + }, [selectedTransactions, categories, updateTransaction, loadLedger]); + + const handleBulkIgnoreToggle = useCallback(async (ignore) => { + const targets = selectedTransactions; + if (targets.length === 0) return; + setBulkActing(true); + try { + const results = await Promise.allSettled( + targets.map(tx => (ignore ? api.ignoreTransaction(tx.id) : api.unignoreTransaction(tx.id))), + ); + let applied = 0; + results.forEach((r, i) => { + if (r.status === 'fulfilled') { + updateTransaction(targets[i].id, r.value); + applied++; + } + }); + toast.success(`${ignore ? 'Ignored' : 'Unignored'} ${applied} of ${targets.length}`); + if (applied < targets.length) loadLedger(); + } finally { + setBulkActing(false); + setSelectedIds(new Set()); + } + }, [selectedTransactions, updateTransaction, loadLedger]); + // A failed request must never masquerade as "not connected" — without this, // a transient API error told users with working bank sync to go connect it. if (!loading && error && !ledger) { @@ -314,6 +735,10 @@ export default function BankTransactionsPage() { Last sync {formatSyncTime(latestSync)}
+ + ); + })} + + )} + {accounts.length > 0 && (
{accounts.map(account => ( @@ -452,83 +918,158 @@ export default function BankTransactionsPage() {
+ {selectedIds.size > 0 && ( +
+ {selectedIds.size} selected + + handleBulkCategorize(categoryId)} /> + + + +
+ )} +
+ + + Date Merchant Account + Category Status Amount + {loading && transactions.length === 0 && ( - - Loading transactions... - + Array.from({ length: 6 }).map((_, i) => ( + + {Array.from({ length: TABLE_COLUMN_COUNT }).map((__, j) => ( + + ))} + + )) )} {!loading && transactions.length === 0 && ( - No transactions found. + No transactions found. )} - {transactions.map(tx => { - const cents = Number(tx.amount || 0); - const isCredit = cents > 0; - return ( - - {fmtDate(transactionDate(tx))} - -
-

{transactionTitle(tx)}

-

- {[tx.memo, tx.category].filter(Boolean).join(' - ') || tx.description || 'SimpleFIN'} -

-
-
- -
-

- {[tx.account_org_name, tx.account_name].filter(Boolean).join(' - ') || 'Account'} -

-

{tx.account_type || tx.currency || 'Bank'}

-
-
- -
- - {tx.matched_bill_name && ( - - - {tx.matched_bill_name} - - )} -
-
- - {formatCents(cents, { signed: true })} - -
- ); - })} + {(dateGroups ?? [{ label: null, items: transactions }]).map((group, gi) => ( + + {group.label && ( + + + {group.label} + + + )} + {group.items.map(tx => { + const cents = Number(tx.amount || 0); + const isCredit = cents > 0; + return ( + + + toggleSelected(tx.id)} aria-label="Select transaction" /> + + {fmtDate(transactionDate(tx))} + +
+ +
+

{transactionTitle(tx)}

+

+ {[tx.memo, tx.category].filter(Boolean).join(' - ') || tx.description || 'SimpleFIN'} +

+
+
+
+ +
+

+ {[tx.account_org_name, tx.account_name].filter(Boolean).join(' - ') || 'Account'} +

+

{tx.account_type || tx.currency || 'Bank'}

+
+
+ + handleCategorize(tx, categoryId)} /> + + + +
+ + {tx.matched_bill_name && ( + + + {tx.matched_bill_name} + + )} +
+
+ + {formatCents(cents, { signed: true })} + + + + +
+ ); + })} +
+ ))}
{loading && transactions.length === 0 && ( -
- Loading transactions... -
+ Array.from({ length: 4 }).map((_, i) => ) )} {!loading && transactions.length === 0 && (
No transactions found.
)} - {transactions.map(tx => )} + {(dateGroups ?? [{ label: null, items: transactions }]).map((group, gi) => ( +
+ {group.label && ( +

{group.label}

+ )} + {group.items.map(tx => ( + + ))} +
+ ))}
@@ -562,6 +1103,59 @@ export default function BankTransactionsPage() {
+ + { if (!open) setMatchTarget(null); }} + transaction={matchTarget} + bills={bills} + loading={matchSubmitting} + onConfirm={handleConfirmMatch} + onCreateBill={openCreateBill} + /> + + {createBillSourceTx && ( + setCreateBillSourceTx(null)} + onSave={handleBillCreated} + /> + )} + + { if (!open) setAutoCategorizePreview(null); }}> + + + Auto-categorize transactions + + {autoCategorizePreview?.changes?.length} transaction{autoCategorizePreview?.changes?.length === 1 ? '' : 's'} will be + categorized based on the merchant/store reference list. This also saves merchant + rules, so future transactions from these merchants will be categorized + automatically too. + + +
+ {(autoCategorizePreview?.categories || []).map(cat => { + const tone = categoryColor(cat.name); + return ( + + {cat.name} · {cat.count} + + ); + })} +
+ + + + +
+
); } diff --git a/client/pages/SpendingPage.jsx b/client/pages/SpendingPage.jsx index 3bddc2d..3a382c6 100644 --- a/client/pages/SpendingPage.jsx +++ b/client/pages/SpendingPage.jsx @@ -4,6 +4,7 @@ import { ChevronLeft, ChevronRight, ChevronDown, Tag, ReceiptText, TrendingDown, import { api } from '@/api'; import { Button } from '@/components/ui/button'; import { Badge } from '@/components/ui/badge'; +import { CategoryPicker } from '@/components/transactions/CategoryPicker'; const MONTH_NAMES = ['Jan','Feb','Mar','Apr','May','Jun','Jul','Aug','Sep','Oct','Nov','Dec']; @@ -18,61 +19,6 @@ function pctBar(amount, budget) { return { pct, over }; } -// ── Category picker dropdown ───────────────────────────────────────────────── - -function CategoryPicker({ categories, current, onSelect }) { - const [open, setOpen] = useState(false); - const ref = useRef(null); - - useEffect(() => { - if (!open) return; - const close = e => { if (ref.current && !ref.current.contains(e.target)) setOpen(false); }; - document.addEventListener('mousedown', close); - return () => document.removeEventListener('mousedown', close); - }, [open]); - - const currentCat = categories.find(c => c.id === current); - - return ( -
- - - {open && ( -
- - {categories.length === 0 ? ( -

- No spending categories. Enable some in Categories. -

- ) : categories.map(cat => ( - - ))} -
- )} -
- ); -} - // ── Transaction row ────────────────────────────────────────────────────────── function TxRow({ tx, categories, onCategorize }) { diff --git a/db/database.js b/db/database.js index 85cf10d..c773255 100644 --- a/db/database.js +++ b/db/database.js @@ -472,6 +472,64 @@ function runAdvisoryFiltersMigration(database) { } } +function runMerchantStoreMatchMigration(database) { + database.exec(` + CREATE TABLE IF NOT EXISTS merchant_store_matches ( + id TEXT PRIMARY KEY, + entry_kind TEXT NOT NULL, + canonical_merchant_id TEXT NOT NULL, + canonical_name TEXT NOT NULL, + display_name TEXT NOT NULL, + category TEXT NOT NULL, + merchant_type TEXT, + scope TEXT NOT NULL, + priority INTEGER NOT NULL DEFAULT 0, + match_patterns TEXT NOT NULL, + negative_patterns TEXT, + locality_city TEXT, + locality_state TEXT + ); + CREATE INDEX IF NOT EXISTS idx_merchant_store_matches_canonical + ON merchant_store_matches(canonical_merchant_id); + `); + + const count = database.prepare('SELECT COUNT(*) as n FROM merchant_store_matches').get(); + if (count.n === 0) { + const jsonPath = path.join(__dirname, '..', 'docs', 'merchant_store_match_us_nems_online_5k_v0_2.json'); + const raw = fs.readFileSync(jsonPath, 'utf8'); + const data = JSON.parse(raw); + + const insertEntry = database.prepare(` + INSERT INTO merchant_store_matches + (id, entry_kind, canonical_merchant_id, canonical_name, display_name, category, + merchant_type, scope, priority, match_patterns, negative_patterns, + locality_city, locality_state) + VALUES (?,?,?,?,?,?,?,?,?,?,?,?,?) + `); + const insertEntries = database.transaction((rows) => { + for (const row of rows) { + insertEntry.run( + row.id, + row.entry_kind, + row.canonical_merchant_id, + row.canonical_name, + row.display_name, + row.category, + row.merchant_type || null, + row.scope, + row.priority || 0, + JSON.stringify(row.match_patterns || []), + JSON.stringify(row.negative_patterns || []), + row.locality?.city || null, + row.locality?.state || null, + ); + } + }); + insertEntries(data.merchant_store_entries || []); + console.log(`[migration] merchant_store_matches: seeded ${(data.merchant_store_entries || []).length} rows`); + } +} + function runSubscriptionCatalogMigration(database) { database.exec(` CREATE TABLE IF NOT EXISTS subscription_catalog ( @@ -3407,6 +3465,14 @@ function runMigrations() { console.log('[v1.04] bill_templates.data money fields converted to integer cents'); } }, + { + version: 'v1.05', + description: 'merchant_store_matches: 5k merchant/store matching pack for bank transaction categorization', + dependsOn: ['v1.04'], + run: function() { + runMerchantStoreMatchMigration(db); + } + }, ]; // ── users: notification columns ─────────────────────────────────────────── diff --git a/docs/merchant_store_match_us_nems_online_5k_v0_2.json b/docs/merchant_store_match_us_nems_online_5k_v0_2.json new file mode 100644 index 0000000..45051bb --- /dev/null +++ b/docs/merchant_store_match_us_nems_online_5k_v0_2.json @@ -0,0 +1,138909 @@ +{ + "pack_id": "merchant_store_match_us_nems_online_5k", + "name": "5,000 US + Northeast Mississippi + Online Merchant/Store Matching Entries", + "version": "0.2.0", + "created_date": "2026-06-14", + "intended_use": "SimpleFIN/bank transaction description matching for bill tracking and spending categorization.", + "important_notes": [ + "This file contains exactly 5,000 merchant/store matching entries.", + "Entries include canonical national/online merchants plus generated regional and billing-descriptor variants that improve SimpleFIN description matching.", + "Regional descriptor variants are matching hints for Northeast Mississippi text such as TUPELO MS, VERONA MS, HOUSTON MS, STARKVILLE MS, LEE COUNTY MS, and CHICKASAW COUNTY MS; they are not guaranteed verified storefront locations.", + "Use matched transactions and user review to promote entries to user_confirmed or location_verified.", + "For exact storefront verification, import a live POI source such as a chamber directory, business listings provider, or OpenStreetMap/Overpass and merge by normalized name + city." + ], + "scope": { + "country": "US", + "regional_focus": { + "state": "MS", + "cities": [ + "Tupelo", + "Verona", + "Houston", + "Okolona", + "Saltillo", + "Starkville" + ], + "counties": [ + "Lee", + "Chickasaw", + "Oktibbeha" + ], + "region_label": "Northeast Mississippi" + }, + "includes_online_merchants": true, + "includes_physical_categories": [ + "Gas", + "Movies/Entertainment", + "Shopping", + "Groceries", + "Restaurants", + "Auto", + "Health/Pharmacy", + "Medical/Health", + "Home Improvement", + "Utilities/Telecom", + "Financial/Insurance" + ], + "includes_online_categories": [ + "Online Shopping", + "Subscriptions/Software", + "Travel", + "Delivery", + "Payment processors" + ] + }, + "normalization": { + "uppercase": true, + "replace_ampersand_with_and": true, + "remove_apostrophes": true, + "remove_punctuation": true, + "collapse_whitespace": true, + "recommended_keep_city_state_tokens": true, + "recommended_store_number_handling": "Keep store-number tokens for initial matching; optionally strip after a specific local match fails." + }, + "match_order_recommendation": [ + "Normalize SimpleFIN transaction.description.", + "Check user_confirmed and location_verified entries first.", + "Check regional_descriptor_variant entries when description contains city/county/state hints.", + "Check online_billing_descriptor_variant entries for PAYPAL, SQ, STRIPE, APPLE.COM/BILL, GOOGLE, AMZN, and similar processors.", + "Check canonical_merchant entries as national fallback.", + "Apply negative_patterns and amount/date/recurrence signals.", + "Send low-confidence or multi-match results to review; promote corrected entries back into the pack." + ], + "source_references": [ + { + "name": "SimpleFIN Protocol", + "url": "https://www.simplefin.org/protocol.html" + }, + { + "name": "SimpleFIN Bridge Developer Guide", + "url": "https://beta-bridge.simplefin.org/info/developers" + }, + { + "name": "Tupelo/Lee County Community Development Foundation / Chamber", + "url": "https://www.cdfms.org/chamber/" + }, + { + "name": "Starkville Chamber Business Directory", + "url": "https://members.starkville.org/list" + }, + { + "name": "Chickasaw Development Foundation / Houston Area Business Guide", + "url": "https://www.houstonms.org/" + }, + { + "name": "Amazon commonly seen billing descriptors", + "url": "https://www.amazon.com/gp/help/customer/display.html?nodeId=GSNBBJP63SM65UDB" + }, + { + "name": "NAICS Retail Trade category background", + "url": "https://www.census.gov/naics/resources/archives/sect44-45.html" + }, + { + "name": "Marketplace Pulse top U.S. e-commerce marketplaces", + "url": "https://www.marketplacepulse.com/articles/top-10-e-commerce-marketplaces-in-2026" + } + ], + "summary": { + "merchant_store_entry_count": 5000, + "unique_canonical_merchant_count": 1084, + "entry_kinds": { + "canonical_merchant": 1084, + "online_billing_descriptor_variant": 920, + "regional_descriptor_variant": 2996 + }, + "categories": { + "Auto": 49, + "Electronics/Office/Books": 25, + "Entertainment": 41, + "Financial/Insurance": 76, + "Gas": 549, + "Groceries": 630, + "Health/Pharmacy": 180, + "Home Improvement": 180, + "Home/Furniture": 34, + "Local/Regional": 51, + "Medical/Health": 38, + "Online Shopping": 560, + "Personal Care/Fitness": 34, + "Pets/Outdoor": 15, + "Restaurants": 1296, + "Shopping": 580, + "Subscriptions/Software": 544, + "Travel": 66, + "Utilities/Telecom": 52 + }, + "scopes": { + "local_nems": 51, + "national": 849, + "online": 1104, + "regional_nems_descriptor": 2996 + }, + "verified_physical_location_note": "False means the entry is a generated descriptor/context variant for matching bank text, not a claim that a storefront currently exists at that location." + }, + "merchant_store_entries": [ + { + "id": "merchant.walmart", + "entry_kind": "canonical_merchant", + "canonical_merchant_id": "merchant.walmart", + "canonical_name": "Walmart", + "display_name": "Walmart", + "category": "Shopping", + "merchant_type": "big_box_or_discount", + "scope": "national", + "aliases": [ + "WALMART", + "WAL-MART", + "WAL MART", + "WM SUPERCENTER" + ], + "match_patterns": [ + "WALMART", + "WAL-MART", + "WAL MART", + "WM SUPERCENTER" + ], + "negative_patterns": [], + "priority": 90, + "source_quality": "common_seed", + "verified_physical_location": null, + "intended_for_matching_only": true + }, + { + "id": "merchant.walmart_supercenter", + "entry_kind": "canonical_merchant", + "canonical_merchant_id": "merchant.walmart_supercenter", + "canonical_name": "Walmart Supercenter", + "display_name": "Walmart Supercenter", + "category": "Shopping", + "merchant_type": "big_box_or_discount", + "scope": "national", + "aliases": [ + "WM SUPERCENTER", + "WALMART SUPERCENTER", + "WAL-MART SUPERCENTER" + ], + "match_patterns": [ + "WM SUPERCENTER", + "WALMART SUPERCENTER", + "WAL-MART SUPERCENTER" + ], + "negative_patterns": [], + "priority": 90, + "source_quality": "common_seed", + "verified_physical_location": null, + "intended_for_matching_only": true + }, + { + "id": "merchant.walmart_neighborhood_market", + "entry_kind": "canonical_merchant", + "canonical_merchant_id": "merchant.walmart_neighborhood_market", + "canonical_name": "Walmart Neighborhood Market", + "display_name": "Walmart Neighborhood Market", + "category": "Shopping", + "merchant_type": "big_box_or_discount", + "scope": "national", + "aliases": [ + "WALMART NEIGHBORHOOD MARKET" + ], + "match_patterns": [ + "WALMART NEIGHBORHOOD MARKET" + ], + "negative_patterns": [], + "priority": 90, + "source_quality": "common_seed", + "verified_physical_location": null, + "intended_for_matching_only": true + }, + { + "id": "merchant.sams_club", + "entry_kind": "canonical_merchant", + "canonical_merchant_id": "merchant.sams_club", + "canonical_name": "Sam's Club", + "display_name": "Sam's Club", + 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"aliases": [ + "WALMART", + "WAL-MART", + "WAL MART", + "WM SUPERCENTER" + ], + "match_patterns": [ + "WALMART CHICKASAW COUNTY MS", + "WALMART Chickasaw MS", + "WAL-MART CHICKASAW COUNTY MS", + "WAL MART CHICKASAW COUNTY MS", + "WALMART CHICKASAW CO MS", + "WAL-MART CHICKASAW CO MS", + "WALMART", + "WAL-MART", + "WAL MART" + ], + "negative_patterns": [], + "priority": 90, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.walmart.local.lee_county_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.walmart", + "canonical_name": "Walmart", + "display_name": "Walmart", + "category": "Shopping", + "merchant_type": "big_box_or_discount", + "scope": "regional_nems_descriptor", + "locality": { + "city": null, + "county": "Lee", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "WALMART", + "WAL-MART", + "WAL MART", + "WM SUPERCENTER" + ], + "match_patterns": [ + "WALMART LEE COUNTY MS", + "WALMART Lee MS", + "WAL-MART LEE COUNTY MS", + "WAL MART LEE COUNTY MS", + "WALMART LEE CO MS", + "WAL-MART LEE CO MS", + "WALMART", + "WAL-MART", + "WAL MART" + ], + "negative_patterns": [], + "priority": 90, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.walmart.local.saltillo_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.walmart", + "canonical_name": "Walmart", + "display_name": "Walmart", + "category": "Shopping", + "merchant_type": "big_box_or_discount", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Saltillo", + "county": "Lee", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "WALMART", + "WAL-MART", + "WAL MART", + "WM SUPERCENTER" + ], + "match_patterns": [ + "WALMART SALTILLO MS", + "WALMART Saltillo 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"WM SUPERCENTER VERONA", + "WALMART SUPERCENTER VERONA", + "WM SUPERCENTER", + "WALMART SUPERCENTER", + "WAL-MART SUPERCENTER" + ], + "negative_patterns": [], + "priority": 90, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.walmart_supercenter.local.houston_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.walmart_supercenter", + "canonical_name": "Walmart Supercenter", + "display_name": "Walmart Supercenter", + "category": "Shopping", + "merchant_type": "big_box_or_discount", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Houston", + "county": "Chickasaw", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "WM SUPERCENTER", + "WALMART SUPERCENTER", + "WAL-MART SUPERCENTER" + ], + "match_patterns": [ + "WM SUPERCENTER HOUSTON MS", + "WM SUPERCENTER Houston MS", + "WALMART SUPERCENTER 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"priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.circle_k.local.houston_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.circle_k", + "canonical_name": "Circle K", + "display_name": "Circle K", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Houston", + "county": "Chickasaw", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "CIRCLE K", + "CIRCLEK", + "CIRCLE-K" + ], + "match_patterns": [ + "CIRCLE K HOUSTON MS", + "CIRCLE K Houston MS", + "CIRCLEK HOUSTON MS", + "CIRCLE-K HOUSTON MS", + "CIRCLE K HOUSTON", + "CIRCLEK HOUSTON", + "CIRCLE K", + "CIRCLEK", + "CIRCLE-K" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.circle_k.local.okti_starkville_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.circle_k", + "canonical_name": "Circle K", + "display_name": "Circle K", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Starkville", + "county": "Oktibbeha", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "CIRCLE K", + "CIRCLEK", + "CIRCLE-K" + ], + "match_patterns": [ + "CIRCLE K STARKVILLE MS", + "CIRCLE K Starkville MS", + "CIRCLEK STARKVILLE MS", + "CIRCLE-K STARKVILLE MS", + "CIRCLE K STARKVILLE", + "CIRCLEK STARKVILLE", + "CIRCLE K", + "CIRCLEK", + "CIRCLE-K" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": 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K", + "display_name": "Circle K", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Saltillo", + "county": "Lee", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "CIRCLE K", + "CIRCLEK", + "CIRCLE-K" + ], + "match_patterns": [ + "CIRCLE K SALTILLO MS", + "CIRCLE K Saltillo MS", + "CIRCLEK SALTILLO MS", + "CIRCLE-K SALTILLO MS", + "CIRCLE K SALTILLO", + "CIRCLEK SALTILLO", + "CIRCLE K", + "CIRCLEK", + "CIRCLE-K" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.circle_k.local.oklona_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.circle_k", + "canonical_name": "Circle K", + "display_name": "Circle K", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Okolona", + "county": "Chickasaw", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "CIRCLE K", + "CIRCLEK", + "CIRCLE-K" + ], + "match_patterns": [ + "CIRCLE K OKOLONA MS", + "CIRCLE K Okolona MS", + "CIRCLEK OKOLONA MS", + "CIRCLE-K OKOLONA MS", + "CIRCLE K OKOLONA", + "CIRCLEK OKOLONA", + "CIRCLE K", + "CIRCLEK", + "CIRCLE-K" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.7_eleven.local.tupelo_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.7_eleven", + "canonical_name": "7-Eleven", + "display_name": "7-Eleven", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Tupelo", + "county": "Lee", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "7 ELEVEN" + ], + "match_patterns": [ + "7 ELEVEN TUPELO MS", + "7 ELEVEN Tupelo MS", + "7 ELEVEN TUPELO", + "7 ELEVEN" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.7_eleven.local.verona_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.7_eleven", + "canonical_name": "7-Eleven", + "display_name": "7-Eleven", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Verona", + "county": "Lee", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "7 ELEVEN" + ], + "match_patterns": [ + "7 ELEVEN VERONA MS", + "7 ELEVEN Verona MS", + "7 ELEVEN VERONA", + "7 ELEVEN" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.7_eleven.local.houston_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.7_eleven", + "canonical_name": "7-Eleven", + "display_name": "7-Eleven", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Houston", + "county": "Chickasaw", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "7 ELEVEN" + ], + "match_patterns": [ + "7 ELEVEN HOUSTON MS", + "7 ELEVEN Houston MS", + "7 ELEVEN HOUSTON", + "7 ELEVEN" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.7_eleven.local.okti_starkville_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.7_eleven", + "canonical_name": "7-Eleven", + "display_name": "7-Eleven", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Starkville", + "county": "Oktibbeha", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "7 ELEVEN" + ], + "match_patterns": [ + "7 ELEVEN STARKVILLE MS", + "7 ELEVEN Starkville MS", + "7 ELEVEN STARKVILLE", + "7 ELEVEN" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.7_eleven.local.chickasaw_county_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.7_eleven", + "canonical_name": "7-Eleven", + "display_name": "7-Eleven", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": null, + "county": "Chickasaw", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "7 ELEVEN" + ], + "match_patterns": [ + "7 ELEVEN CHICKASAW COUNTY MS", + "7 ELEVEN Chickasaw MS", + "7 ELEVEN CHICKASAW CO MS", + "7 ELEVEN" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.7_eleven.local.lee_county_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.7_eleven", + "canonical_name": "7-Eleven", + "display_name": "7-Eleven", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": null, + "county": "Lee", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "7 ELEVEN" + ], + "match_patterns": [ + "7 ELEVEN LEE COUNTY MS", + "7 ELEVEN Lee MS", + "7 ELEVEN LEE CO MS", + "7 ELEVEN" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.7_eleven.local.saltillo_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.7_eleven", + "canonical_name": "7-Eleven", + "display_name": "7-Eleven", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Saltillo", + "county": "Lee", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "7 ELEVEN" + ], + "match_patterns": [ + "7 ELEVEN SALTILLO MS", + "7 ELEVEN Saltillo MS", + "7 ELEVEN SALTILLO", + "7 ELEVEN" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.7_eleven.local.oklona_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.7_eleven", + "canonical_name": "7-Eleven", + "display_name": "7-Eleven", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Okolona", + "county": "Chickasaw", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "7 ELEVEN" + ], + "match_patterns": [ + "7 ELEVEN OKOLONA MS", + "7 ELEVEN Okolona MS", + "7 ELEVEN OKOLONA", + "7 ELEVEN" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.loves_travel_stop.local.tupelo_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.loves_travel_stop", + "canonical_name": "Love's Travel Stop", + "display_name": "Love's Travel Stop", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Tupelo", + "county": "Lee", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "LOVES", + "LOVE'S", + "LOVES TRAVEL", + "LOVE S TRAVEL", + "LOVE S TRAVEL STOP" + ], + "match_patterns": [ + "LOVES TUPELO MS", + "LOVES Tupelo MS", + "LOVE'S TUPELO MS", + "LOVES TRAVEL TUPELO MS", + "LOVES TUPELO", + "LOVE'S TUPELO", + "LOVES", + "LOVE'S", + "LOVES TRAVEL" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.loves_travel_stop.local.verona_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.loves_travel_stop", + "canonical_name": "Love's Travel Stop", + "display_name": "Love's Travel Stop", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Verona", + "county": "Lee", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "LOVES", + "LOVE'S", + "LOVES TRAVEL", + "LOVE S TRAVEL", + "LOVE S TRAVEL STOP" + ], + "match_patterns": [ + "LOVES VERONA MS", + "LOVES Verona MS", + "LOVE'S VERONA MS", + "LOVES TRAVEL VERONA MS", + "LOVES VERONA", + "LOVE'S VERONA", + "LOVES", + "LOVE'S", + "LOVES TRAVEL" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.loves_travel_stop.local.houston_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.loves_travel_stop", + "canonical_name": "Love's Travel Stop", + "display_name": "Love's Travel Stop", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Houston", + "county": "Chickasaw", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "LOVES", + "LOVE'S", + "LOVES TRAVEL", + "LOVE S TRAVEL", + "LOVE S TRAVEL STOP" + ], + "match_patterns": [ + "LOVES HOUSTON MS", + "LOVES Houston MS", + "LOVE'S HOUSTON MS", + "LOVES TRAVEL HOUSTON MS", + "LOVES HOUSTON", + "LOVE'S HOUSTON", + "LOVES", + "LOVE'S", + "LOVES TRAVEL" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.loves_travel_stop.local.okti_starkville_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.loves_travel_stop", + "canonical_name": "Love's Travel Stop", + "display_name": "Love's Travel Stop", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Starkville", + "county": "Oktibbeha", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "LOVES", + "LOVE'S", + "LOVES TRAVEL", + "LOVE S TRAVEL", + "LOVE S TRAVEL STOP" + ], + "match_patterns": [ + "LOVES STARKVILLE MS", + "LOVES Starkville MS", + "LOVE'S STARKVILLE MS", + "LOVES TRAVEL STARKVILLE MS", + "LOVES STARKVILLE", + "LOVE'S STARKVILLE", + "LOVES", + "LOVE'S", + "LOVES TRAVEL" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.loves_travel_stop.local.chickasaw_county_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.loves_travel_stop", + "canonical_name": "Love's Travel Stop", + "display_name": "Love's Travel Stop", + "category": "Gas", + "merchant_type": 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"merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": null, + "county": "Lee", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "LOVES", + "LOVE'S", + "LOVES TRAVEL", + "LOVE S TRAVEL", + "LOVE S TRAVEL STOP" + ], + "match_patterns": [ + "LOVES LEE COUNTY MS", + "LOVES Lee MS", + "LOVE'S LEE COUNTY MS", + "LOVES TRAVEL LEE COUNTY MS", + "LOVES LEE CO MS", + "LOVE'S LEE CO MS", + "LOVES", + "LOVE'S", + "LOVES TRAVEL" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.loves_travel_stop.local.saltillo_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.loves_travel_stop", + "canonical_name": "Love's Travel Stop", + "display_name": "Love's Travel Stop", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Saltillo", + "county": "Lee", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "LOVES", + "LOVE'S", + "LOVES TRAVEL", + "LOVE S TRAVEL", + "LOVE S TRAVEL STOP" + ], + "match_patterns": [ + "LOVES SALTILLO MS", + "LOVES Saltillo MS", + "LOVE'S SALTILLO MS", + "LOVES TRAVEL SALTILLO MS", + "LOVES SALTILLO", + "LOVE'S SALTILLO", + "LOVES", + "LOVE'S", + "LOVES TRAVEL" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.loves_travel_stop.local.oklona_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.loves_travel_stop", + "canonical_name": "Love's Travel Stop", + "display_name": "Love's Travel Stop", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Okolona", + "county": "Chickasaw", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "LOVES", + "LOVE'S", + "LOVES TRAVEL", + "LOVE S TRAVEL", + "LOVE S TRAVEL STOP" + ], + "match_patterns": [ + "LOVES OKOLONA MS", + "LOVES Okolona MS", + "LOVE'S OKOLONA MS", + "LOVES TRAVEL OKOLONA MS", + "LOVES OKOLONA", + "LOVE'S OKOLONA", + "LOVES", + "LOVE'S", + "LOVES TRAVEL" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.pilot_flying_j.local.tupelo_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.pilot_flying_j", + "canonical_name": "Pilot Flying J", + "display_name": "Pilot Flying J", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Tupelo", + "county": "Lee", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "PILOT", + "FLYING J", + "PILOT FLYING J" + ], + "match_patterns": [ + "PILOT TUPELO MS", + "PILOT Tupelo MS", + "FLYING J TUPELO MS", + "PILOT FLYING J TUPELO MS", + "PILOT TUPELO", + "FLYING J TUPELO", + "PILOT", + "FLYING J", + "PILOT FLYING J" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.pilot_flying_j.local.verona_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.pilot_flying_j", + "canonical_name": "Pilot Flying J", + "display_name": "Pilot Flying J", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Verona", + "county": "Lee", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "PILOT", + "FLYING J", + "PILOT FLYING J" + ], + "match_patterns": [ + "PILOT VERONA MS", + "PILOT Verona MS", + "FLYING J VERONA MS", + "PILOT FLYING J VERONA MS", + "PILOT VERONA", + "FLYING J VERONA", + "PILOT", + "FLYING J", + "PILOT FLYING J" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.pilot_flying_j.local.houston_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.pilot_flying_j", + "canonical_name": "Pilot Flying J", + "display_name": "Pilot Flying J", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Houston", + "county": "Chickasaw", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "PILOT", + "FLYING J", + "PILOT FLYING J" + ], + "match_patterns": [ + "PILOT HOUSTON MS", + "PILOT Houston MS", + "FLYING J HOUSTON MS", + "PILOT FLYING J HOUSTON MS", + "PILOT HOUSTON", + "FLYING J HOUSTON", + "PILOT", + "FLYING J", + "PILOT FLYING J" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.pilot_flying_j.local.okti_starkville_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.pilot_flying_j", + "canonical_name": "Pilot Flying J", + "display_name": "Pilot Flying J", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Starkville", + "county": "Oktibbeha", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "PILOT", + "FLYING J", + "PILOT FLYING J" + ], + "match_patterns": [ + "PILOT STARKVILLE MS", + "PILOT Starkville MS", + "FLYING J STARKVILLE MS", + "PILOT FLYING J STARKVILLE MS", + "PILOT STARKVILLE", + "FLYING J STARKVILLE", + "PILOT", + "FLYING J", + "PILOT FLYING J" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.pilot_flying_j.local.chickasaw_county_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.pilot_flying_j", + "canonical_name": "Pilot Flying J", + "display_name": "Pilot Flying J", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": null, + "county": "Chickasaw", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "PILOT", + "FLYING J", + "PILOT FLYING J" + ], + "match_patterns": [ + "PILOT CHICKASAW COUNTY MS", + "PILOT Chickasaw MS", + "FLYING J CHICKASAW COUNTY MS", + "PILOT FLYING J CHICKASAW COUNTY MS", + "PILOT CHICKASAW CO MS", + "FLYING J CHICKASAW CO MS", + "PILOT", + "FLYING J", + "PILOT FLYING J" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.pilot_flying_j.local.lee_county_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.pilot_flying_j", + "canonical_name": "Pilot Flying J", + "display_name": "Pilot Flying J", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": null, + "county": "Lee", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "PILOT", + "FLYING J", + "PILOT FLYING J" + ], + "match_patterns": [ + "PILOT LEE COUNTY MS", + "PILOT Lee MS", + "FLYING J LEE COUNTY MS", + "PILOT FLYING J LEE COUNTY MS", + "PILOT LEE CO MS", + "FLYING J LEE CO MS", + "PILOT", + "FLYING J", + "PILOT FLYING J" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.pilot_flying_j.local.saltillo_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.pilot_flying_j", + "canonical_name": "Pilot Flying J", + "display_name": "Pilot Flying J", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Saltillo", + "county": "Lee", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "PILOT", + "FLYING J", + "PILOT FLYING J" + ], + "match_patterns": [ + "PILOT SALTILLO MS", + "PILOT Saltillo MS", + "FLYING J SALTILLO MS", + "PILOT FLYING J SALTILLO MS", + "PILOT SALTILLO", + "FLYING J SALTILLO", + "PILOT", + "FLYING J", + "PILOT FLYING J" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.pilot_flying_j.local.oklona_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.pilot_flying_j", + "canonical_name": "Pilot Flying J", + "display_name": "Pilot Flying J", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Okolona", + "county": "Chickasaw", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "PILOT", + "FLYING J", + "PILOT FLYING J" + ], + "match_patterns": [ + "PILOT OKOLONA MS", + "PILOT Okolona MS", + "FLYING J OKOLONA MS", + "PILOT FLYING J OKOLONA MS", + "PILOT OKOLONA", + "FLYING J OKOLONA", + "PILOT", + "FLYING J", + "PILOT FLYING J" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.pilot_travel_centers.local.tupelo_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.pilot_travel_centers", + "canonical_name": "Pilot Travel Centers", + "display_name": "Pilot Travel Centers", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Tupelo", + "county": "Lee", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "PILOT TRAVEL CENTERS" + ], + "match_patterns": [ + "PILOT TRAVEL CENTERS TUPELO MS", + "PILOT TRAVEL CENTERS Tupelo MS", + "PILOT TRAVEL CENTERS TUPELO", + "PILOT TRAVEL CENTERS" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.pilot_travel_centers.local.verona_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.pilot_travel_centers", + "canonical_name": "Pilot Travel Centers", + "display_name": "Pilot Travel Centers", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Verona", + "county": "Lee", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "PILOT TRAVEL CENTERS" + ], + "match_patterns": [ + "PILOT TRAVEL CENTERS VERONA MS", + "PILOT TRAVEL CENTERS Verona MS", + "PILOT TRAVEL CENTERS VERONA", + "PILOT TRAVEL CENTERS" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.pilot_travel_centers.local.houston_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.pilot_travel_centers", + "canonical_name": "Pilot Travel Centers", + "display_name": "Pilot Travel Centers", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Houston", + "county": "Chickasaw", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "PILOT TRAVEL CENTERS" + ], + "match_patterns": [ + "PILOT TRAVEL CENTERS HOUSTON MS", + "PILOT TRAVEL CENTERS Houston MS", + "PILOT TRAVEL CENTERS HOUSTON", + "PILOT TRAVEL CENTERS" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.pilot_travel_centers.local.okti_starkville_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.pilot_travel_centers", + "canonical_name": "Pilot Travel Centers", + "display_name": "Pilot Travel Centers", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Starkville", + "county": "Oktibbeha", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "PILOT TRAVEL CENTERS" + ], + "match_patterns": [ + "PILOT TRAVEL CENTERS STARKVILLE MS", + "PILOT TRAVEL CENTERS Starkville MS", + "PILOT TRAVEL CENTERS STARKVILLE", + "PILOT TRAVEL CENTERS" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.pilot_travel_centers.local.chickasaw_county_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.pilot_travel_centers", + "canonical_name": "Pilot Travel Centers", + "display_name": "Pilot Travel Centers", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": null, + "county": "Chickasaw", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "PILOT TRAVEL CENTERS" + ], + "match_patterns": [ + "PILOT TRAVEL CENTERS CHICKASAW COUNTY MS", + "PILOT TRAVEL CENTERS Chickasaw MS", + "PILOT TRAVEL CENTERS CHICKASAW CO MS", + "PILOT TRAVEL CENTERS" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.pilot_travel_centers.local.lee_county_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.pilot_travel_centers", + "canonical_name": "Pilot Travel Centers", + "display_name": "Pilot Travel Centers", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": null, + "county": "Lee", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "PILOT TRAVEL CENTERS" + ], + "match_patterns": [ + "PILOT TRAVEL CENTERS LEE COUNTY MS", + "PILOT TRAVEL CENTERS Lee MS", + "PILOT TRAVEL CENTERS LEE CO MS", + "PILOT TRAVEL CENTERS" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.pilot_travel_centers.local.saltillo_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.pilot_travel_centers", + "canonical_name": "Pilot Travel Centers", + "display_name": "Pilot Travel Centers", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Saltillo", + "county": "Lee", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "PILOT TRAVEL CENTERS" + ], + "match_patterns": [ + "PILOT TRAVEL CENTERS SALTILLO MS", + "PILOT TRAVEL CENTERS Saltillo MS", + "PILOT TRAVEL CENTERS SALTILLO", + "PILOT TRAVEL CENTERS" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.pilot_travel_centers.local.oklona_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.pilot_travel_centers", + "canonical_name": "Pilot Travel Centers", + "display_name": "Pilot Travel Centers", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Okolona", + "county": "Chickasaw", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "PILOT TRAVEL CENTERS" + ], + "match_patterns": [ + "PILOT TRAVEL CENTERS OKOLONA MS", + "PILOT TRAVEL CENTERS Okolona MS", + "PILOT TRAVEL CENTERS OKOLONA", + "PILOT TRAVEL CENTERS" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.flying_j.local.tupelo_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.flying_j", + "canonical_name": "Flying J", + "display_name": "Flying J", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Tupelo", + "county": "Lee", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "FLYING J" + ], + "match_patterns": [ + "FLYING J TUPELO MS", + "FLYING J Tupelo MS", + "FLYING J TUPELO", + "FLYING J" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.flying_j.local.verona_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.flying_j", + "canonical_name": "Flying J", + "display_name": "Flying J", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Verona", + "county": "Lee", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "FLYING J" + ], + "match_patterns": [ + "FLYING J VERONA MS", + "FLYING J Verona MS", + "FLYING J VERONA", + "FLYING J" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.flying_j.local.houston_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.flying_j", + "canonical_name": "Flying J", + "display_name": "Flying J", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Houston", + "county": "Chickasaw", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "FLYING J" + ], + "match_patterns": [ + "FLYING J HOUSTON MS", + "FLYING J Houston MS", + "FLYING J HOUSTON", + "FLYING J" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.flying_j.local.okti_starkville_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.flying_j", + "canonical_name": "Flying J", + "display_name": "Flying J", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Starkville", + "county": "Oktibbeha", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "FLYING J" + ], + "match_patterns": [ + "FLYING J 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"canonical_merchant_id": "merchant.enmarket", + "canonical_name": "Enmarket", + "display_name": "Enmarket", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Houston", + "county": "Chickasaw", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "ENMARKET" + ], + "match_patterns": [ + "ENMARKET HOUSTON MS", + "ENMARKET Houston MS", + "ENMARKET HOUSTON", + "ENMARKET" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.enmarket.local.okti_starkville_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.enmarket", + "canonical_name": "Enmarket", + "display_name": "Enmarket", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Starkville", + "county": "Oktibbeha", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "ENMARKET" + ], + "match_patterns": [ + "ENMARKET STARKVILLE MS", + "ENMARKET Starkville MS", + "ENMARKET STARKVILLE", + "ENMARKET" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.enmarket.local.chickasaw_county_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.enmarket", + "canonical_name": "Enmarket", + "display_name": "Enmarket", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": null, + "county": "Chickasaw", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "ENMARKET" + ], + "match_patterns": [ + "ENMARKET CHICKASAW COUNTY MS", + "ENMARKET Chickasaw MS", + "ENMARKET CHICKASAW CO MS", + "ENMARKET" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.enmarket.local.lee_county_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.enmarket", + "canonical_name": "Enmarket", + "display_name": "Enmarket", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": null, + "county": "Lee", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "ENMARKET" + ], + "match_patterns": [ + "ENMARKET LEE COUNTY MS", + "ENMARKET Lee MS", + "ENMARKET LEE CO MS", + "ENMARKET" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.enmarket.local.saltillo_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.enmarket", + "canonical_name": "Enmarket", + "display_name": "Enmarket", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Saltillo", + "county": "Lee", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "ENMARKET" + ], + "match_patterns": [ + "ENMARKET SALTILLO MS", + "ENMARKET Saltillo MS", + "ENMARKET SALTILLO", + "ENMARKET" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.enmarket.local.oklona_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.enmarket", + "canonical_name": "Enmarket", + "display_name": "Enmarket", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Okolona", + "county": "Chickasaw", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "ENMARKET" + ], + "match_patterns": [ + "ENMARKET OKOLONA MS", + "ENMARKET Okolona MS", + "ENMARKET OKOLONA", + "ENMARKET" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.dash_in.local.tupelo_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.dash_in", + "canonical_name": "Dash In", + "display_name": "Dash In", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Tupelo", + "county": "Lee", + "state": "MS", + "region": "Northeast Mississippi" + }, + 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"verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.dash_in.local.houston_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.dash_in", + "canonical_name": "Dash In", + "display_name": "Dash In", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Houston", + "county": "Chickasaw", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "DASH IN" + ], + "match_patterns": [ + "DASH IN HOUSTON MS", + "DASH IN Houston MS", + "DASH IN HOUSTON", + "DASH IN" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.dash_in.local.okti_starkville_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.dash_in", + "canonical_name": "Dash In", + "display_name": "Dash In", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Starkville", + "county": "Oktibbeha", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "DASH IN" + ], + "match_patterns": [ + "DASH IN STARKVILLE MS", + "DASH IN Starkville MS", + "DASH IN STARKVILLE", + "DASH IN" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.dash_in.local.chickasaw_county_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.dash_in", + "canonical_name": "Dash In", + "display_name": "Dash In", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": null, + "county": 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"entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.dash_in", + "canonical_name": "Dash In", + "display_name": "Dash In", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Okolona", + "county": "Chickasaw", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "DASH IN" + ], + "match_patterns": [ + "DASH IN OKOLONA MS", + "DASH IN Okolona MS", + "DASH IN OKOLONA", + "DASH IN" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.stewarts_shops.local.tupelo_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.stewarts_shops", + "canonical_name": "Stewart's Shops", + "display_name": "Stewart's Shops", + "category": "Gas", + "merchant_type": 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"intended_for_matching_only": true + }, + { + "id": "merchant.stewarts_shops.local.chickasaw_county_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.stewarts_shops", + "canonical_name": "Stewart's Shops", + "display_name": "Stewart's Shops", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": null, + "county": "Chickasaw", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "STEWART S SHOPS" + ], + "match_patterns": [ + "STEWART S SHOPS CHICKASAW COUNTY MS", + "STEWART S SHOPS Chickasaw MS", + "STEWART S SHOPS CHICKASAW CO MS", + "STEWART S SHOPS" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.stewarts_shops.local.lee_county_ms", + "entry_kind": "regional_descriptor_variant", + 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"id": "merchant.minit_mart.local.chickasaw_county_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.minit_mart", + "canonical_name": "Minit Mart", + "display_name": "Minit Mart", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": null, + "county": "Chickasaw", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "MINIT MART" + ], + "match_patterns": [ + "MINIT MART CHICKASAW COUNTY MS", + "MINIT MART Chickasaw MS", + "MINIT MART CHICKASAW CO MS", + "MINIT MART" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.minit_mart.local.lee_county_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.minit_mart", + "canonical_name": "Minit Mart", + 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"RUTTER S VERONA", + "RUTTER S" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.rutters.local.houston_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.rutters", + "canonical_name": "Rutter's", + "display_name": "Rutter's", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Houston", + "county": "Chickasaw", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "RUTTER S" + ], + "match_patterns": [ + "RUTTER S HOUSTON MS", + "RUTTER S Houston MS", + "RUTTER S HOUSTON", + "RUTTER S" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.rutters.local.okti_starkville_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.rutters", + "canonical_name": "Rutter's", + "display_name": "Rutter's", + "category": "Gas", + "merchant_type": "gas_station_or_convenience", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Starkville", + "county": "Oktibbeha", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "RUTTER S" + ], + "match_patterns": [ + "RUTTER S STARKVILLE MS", + "RUTTER S Starkville MS", + "RUTTER S STARKVILLE", + "RUTTER S" + ], + "negative_patterns": [], + "priority": 88, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.rutters.local.chickasaw_county_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.rutters", + "canonical_name": "Rutter's", + "display_name": "Rutter's", + 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"source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.mcdonalds.local.tupelo_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.mcdonalds", + "canonical_name": "McDonald's", + "display_name": "McDonald's", + "category": "Restaurants", + "merchant_type": "quick_service_restaurant", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Tupelo", + "county": "Lee", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "MCDONALD", + "MCDONALDS", + "MCDONALD'S", + "MCDONALD S" + ], + "match_patterns": [ + "MCDONALD TUPELO MS", + "MCDONALD Tupelo MS", + "MCDONALDS TUPELO MS", + "MCDONALD'S TUPELO MS", + "MCDONALD TUPELO", + "MCDONALDS TUPELO", + "MCDONALD", + "MCDONALDS", + "MCDONALD'S" + ], + "negative_patterns": [], + "priority": 86, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.mcdonalds.local.verona_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.mcdonalds", + "canonical_name": "McDonald's", + "display_name": "McDonald's", + "category": "Restaurants", + "merchant_type": "quick_service_restaurant", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Verona", + "county": "Lee", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "MCDONALD", + "MCDONALDS", + "MCDONALD'S", + "MCDONALD S" + ], + "match_patterns": [ + "MCDONALD VERONA MS", + "MCDONALD Verona MS", + "MCDONALDS VERONA MS", + "MCDONALD'S VERONA MS", + "MCDONALD VERONA", + "MCDONALDS VERONA", + "MCDONALD", + "MCDONALDS", + "MCDONALD'S" + ], + "negative_patterns": [], + "priority": 86, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + 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"entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.mcdonalds", + "canonical_name": "McDonald's", + "display_name": "McDonald's", + "category": "Restaurants", + "merchant_type": "quick_service_restaurant", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Starkville", + "county": "Oktibbeha", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "MCDONALD", + "MCDONALDS", + "MCDONALD'S", + "MCDONALD S" + ], + "match_patterns": [ + "MCDONALD STARKVILLE MS", + "MCDONALD Starkville MS", + "MCDONALDS STARKVILLE MS", + "MCDONALD'S STARKVILLE MS", + "MCDONALD STARKVILLE", + "MCDONALDS STARKVILLE", + "MCDONALD", + "MCDONALDS", + "MCDONALD'S" + ], + "negative_patterns": [], + "priority": 86, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.mcdonalds.local.chickasaw_county_ms", + "entry_kind": 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"state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "BURGER KING" + ], + "match_patterns": [ + "BURGER KING SALTILLO MS", + "BURGER KING Saltillo MS", + "BURGER KING SALTILLO", + "BURGER KING" + ], + "negative_patterns": [], + "priority": 86, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.burger_king.local.oklona_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.burger_king", + "canonical_name": "Burger King", + "display_name": "Burger King", + "category": "Restaurants", + "merchant_type": "quick_service_restaurant", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Okolona", + "county": "Chickasaw", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "BURGER KING" + ], + "match_patterns": [ + "BURGER KING OKOLONA MS", + "BURGER KING Okolona MS", + "BURGER KING OKOLONA", + 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"match_patterns": [ + "CHICK FIL A TUPELO MS", + "CHICK FIL A Tupelo MS", + "CHICK-FIL-A TUPELO MS", + "CFA TUPELO MS", + "CHICK FIL A TUPELO", + "CHICK-FIL-A TUPELO", + "CHICK FIL A", + "CHICK-FIL-A", + "CFA" + ], + "negative_patterns": [], + "priority": 86, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.chick_fil_a.local.verona_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.chick_fil_a", + "canonical_name": "Chick-fil-A", + "display_name": "Chick-fil-A", + "category": "Restaurants", + "merchant_type": "quick_service_restaurant", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Verona", + "county": "Lee", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "CHICK FIL A", + "CHICK-FIL-A", + "CFA" + ], + "match_patterns": [ + "CHICK FIL A VERONA MS", + "CHICK FIL A Verona MS", + "CHICK-FIL-A 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"SONIC DRIVE IN STARKVILLE MS", + "SONIC DRIVE IN Starkville MS", + "SONIC DRIVE IN STARKVILLE", + "SONIC DRIVE IN" + ], + "negative_patterns": [], + "priority": 86, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.sonic_drive_in.local.chickasaw_county_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.sonic_drive_in", + "canonical_name": "Sonic Drive-In", + "display_name": "Sonic Drive-In", + "category": "Restaurants", + "merchant_type": "quick_service_restaurant", + "scope": "regional_nems_descriptor", + "locality": { + "city": null, + "county": "Chickasaw", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "SONIC DRIVE IN" + ], + "match_patterns": [ + "SONIC DRIVE IN CHICKASAW COUNTY MS", + "SONIC DRIVE IN Chickasaw MS", + "SONIC DRIVE IN CHICKASAW CO MS", + "SONIC DRIVE IN" + ], + "negative_patterns": [], + 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"intended_for_matching_only": true + }, + { + "id": "merchant.cinnabon.local.oklona_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.cinnabon", + "canonical_name": "Cinnabon", + "display_name": "Cinnabon", + "category": "Restaurants", + "merchant_type": "quick_service_restaurant", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Okolona", + "county": "Chickasaw", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "CINNABON" + ], + "match_patterns": [ + "CINNABON OKOLONA MS", + "CINNABON Okolona MS", + "CINNABON OKOLONA", + "CINNABON" + ], + "negative_patterns": [], + "priority": 86, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.auntie_annes.local.tupelo_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.auntie_annes", + "canonical_name": "Auntie 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"county": "Chickasaw", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "AUNTIE ANNE S" + ], + "match_patterns": [ + "AUNTIE ANNE S OKOLONA MS", + "AUNTIE ANNE S Okolona MS", + "AUNTIE ANNE S OKOLONA", + "AUNTIE ANNE S" + ], + "negative_patterns": [], + "priority": 86, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.baskin_robbins.local.tupelo_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.baskin_robbins", + "canonical_name": "Baskin-Robbins", + "display_name": "Baskin-Robbins", + "category": "Restaurants", + "merchant_type": "quick_service_restaurant", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Tupelo", + "county": "Lee", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "BASKIN ROBBINS" + ], + "match_patterns": [ + "BASKIN ROBBINS TUPELO MS", + "BASKIN 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"verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.baskin_robbins.local.houston_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.baskin_robbins", + "canonical_name": "Baskin-Robbins", + "display_name": "Baskin-Robbins", + "category": "Restaurants", + "merchant_type": "quick_service_restaurant", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Houston", + "county": "Chickasaw", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "BASKIN ROBBINS" + ], + "match_patterns": [ + "BASKIN ROBBINS HOUSTON MS", + "BASKIN ROBBINS Houston MS", + "BASKIN ROBBINS HOUSTON", + "BASKIN ROBBINS" + ], + "negative_patterns": [], + "priority": 86, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.baskin_robbins.local.okti_starkville_ms", + "entry_kind": 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"city": null, + "county": "Lee", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "BASKIN ROBBINS" + ], + "match_patterns": [ + "BASKIN ROBBINS LEE COUNTY MS", + "BASKIN ROBBINS Lee MS", + "BASKIN ROBBINS LEE CO MS", + "BASKIN ROBBINS" + ], + "negative_patterns": [], + "priority": 86, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.baskin_robbins.local.saltillo_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.baskin_robbins", + "canonical_name": "Baskin-Robbins", + "display_name": "Baskin-Robbins", + "category": "Restaurants", + "merchant_type": "quick_service_restaurant", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Saltillo", + "county": "Lee", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "BASKIN ROBBINS" + ], + "match_patterns": [ + "BASKIN ROBBINS 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"source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.pei_wei.local.houston_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.pei_wei", + "canonical_name": "Pei Wei", + "display_name": "Pei Wei", + "category": "Restaurants", + "merchant_type": "casual_dining_or_local_restaurant", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Houston", + "county": "Chickasaw", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "PEI WEI" + ], + "match_patterns": [ + "PEI WEI HOUSTON MS", + "PEI WEI Houston MS", + "PEI WEI HOUSTON", + "PEI WEI" + ], + "negative_patterns": [], + "priority": 86, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.pei_wei.local.okti_starkville_ms", + "entry_kind": 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"match_patterns": [ + "SAKS FIFTH AVENUE CHICKASAW COUNTY MS", + "SAKS FIFTH AVENUE Chickasaw MS", + "SAKS FIFTH AVENUE CHICKASAW CO MS", + "SAKS FIFTH AVENUE" + ], + "negative_patterns": [], + "priority": 86, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.saks_fifth_avenue.local.lee_county_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.saks_fifth_avenue", + "canonical_name": "Saks Fifth Avenue", + "display_name": "Saks Fifth Avenue", + "category": "Shopping", + "merchant_type": "apparel_department_sporting_goods", + "scope": "regional_nems_descriptor", + "locality": { + "city": null, + "county": "Lee", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "SAKS FIFTH AVENUE" + ], + "match_patterns": [ + "SAKS FIFTH AVENUE LEE COUNTY MS", + "SAKS FIFTH AVENUE Lee MS", + "SAKS FIFTH AVENUE LEE CO MS", + "SAKS 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"verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.torrid.local.tupelo_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.torrid", + "canonical_name": "Torrid", + "display_name": "Torrid", + "category": "Shopping", + "merchant_type": "apparel_department_sporting_goods", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Tupelo", + "county": "Lee", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "TORRID" + ], + "match_patterns": [ + "TORRID TUPELO MS", + "TORRID Tupelo MS", + "TORRID TUPELO", + "TORRID" + ], + "negative_patterns": [], + "priority": 86, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.torrid.local.verona_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.torrid", + "canonical_name": "Torrid", + "display_name": "Torrid", + "category": "Shopping", + "merchant_type": "apparel_department_sporting_goods", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Verona", + "county": "Lee", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "TORRID" + ], + "match_patterns": [ + "TORRID VERONA MS", + "TORRID Verona MS", + "TORRID VERONA", + "TORRID" + ], + "negative_patterns": [], + "priority": 86, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.torrid.local.houston_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.torrid", + "canonical_name": "Torrid", + "display_name": "Torrid", + "category": "Shopping", + "merchant_type": "apparel_department_sporting_goods", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Houston", + "county": "Chickasaw", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "TORRID" + ], + "match_patterns": [ + "TORRID HOUSTON MS", + "TORRID Houston MS", + "TORRID HOUSTON", + "TORRID" + ], + "negative_patterns": [], + "priority": 86, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.torrid.local.okti_starkville_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.torrid", + "canonical_name": "Torrid", + "display_name": "Torrid", + "category": "Shopping", + "merchant_type": "apparel_department_sporting_goods", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Starkville", + "county": "Oktibbeha", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "TORRID" + ], + "match_patterns": [ + "TORRID STARKVILLE MS", + "TORRID Starkville MS", + "TORRID STARKVILLE", + "TORRID" + ], + "negative_patterns": [], + "priority": 86, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.torrid.local.chickasaw_county_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.torrid", + "canonical_name": "Torrid", + "display_name": "Torrid", + "category": "Shopping", + "merchant_type": "apparel_department_sporting_goods", + "scope": "regional_nems_descriptor", + "locality": { + "city": null, + "county": "Chickasaw", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "TORRID" + ], + "match_patterns": [ + "TORRID CHICKASAW COUNTY MS", + "TORRID Chickasaw MS", + "TORRID CHICKASAW CO MS", + "TORRID" + ], + "negative_patterns": [], + "priority": 86, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.torrid.local.lee_county_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.torrid", + "canonical_name": "Torrid", + "display_name": "Torrid", + "category": "Shopping", + "merchant_type": "apparel_department_sporting_goods", + "scope": "regional_nems_descriptor", + "locality": { + "city": null, + "county": "Lee", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "TORRID" + ], + "match_patterns": [ + "TORRID LEE COUNTY MS", + "TORRID Lee MS", + "TORRID LEE CO MS", + "TORRID" + ], + "negative_patterns": [], + "priority": 86, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.torrid.local.saltillo_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.torrid", + "canonical_name": "Torrid", + "display_name": "Torrid", + "category": "Shopping", + "merchant_type": "apparel_department_sporting_goods", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Saltillo", + "county": "Lee", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "TORRID" + ], + "match_patterns": [ + "TORRID SALTILLO MS", + "TORRID Saltillo MS", + "TORRID SALTILLO", + "TORRID" + ], + "negative_patterns": [], + "priority": 86, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.torrid.local.oklona_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.torrid", + "canonical_name": "Torrid", + "display_name": "Torrid", + "category": "Shopping", + "merchant_type": "apparel_department_sporting_goods", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Okolona", + "county": "Chickasaw", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "TORRID" + ], + "match_patterns": [ + "TORRID OKOLONA MS", + "TORRID Okolona MS", + "TORRID OKOLONA", + "TORRID" + ], + "negative_patterns": [], + "priority": 86, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.the_childrens_place.local.tupelo_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.the_childrens_place", + "canonical_name": "The Children's Place", + "display_name": "The Children's Place", + "category": "Shopping", + "merchant_type": "apparel_department_sporting_goods", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Tupelo", + "county": "Lee", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "THE CHILDREN S PLACE" + ], + "match_patterns": [ + "THE CHILDREN S PLACE TUPELO MS", + "THE CHILDREN S PLACE Tupelo MS", + "THE CHILDREN S PLACE TUPELO", + "THE CHILDREN S PLACE" + ], + "negative_patterns": [], + "priority": 86, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.the_childrens_place.local.verona_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.the_childrens_place", + "canonical_name": "The Children's Place", + "display_name": "The Children's Place", + "category": "Shopping", + "merchant_type": "apparel_department_sporting_goods", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Verona", + "county": "Lee", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "THE CHILDREN S PLACE" + ], + "match_patterns": [ + "THE CHILDREN S PLACE VERONA MS", + "THE CHILDREN S PLACE Verona MS", + "THE CHILDREN S PLACE VERONA", + "THE CHILDREN S PLACE" + ], + "negative_patterns": [], + "priority": 86, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.the_childrens_place.local.houston_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.the_childrens_place", + "canonical_name": "The Children's Place", + "display_name": "The Children's Place", + "category": "Shopping", + "merchant_type": "apparel_department_sporting_goods", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Houston", + "county": "Chickasaw", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "THE CHILDREN S PLACE" + ], + "match_patterns": [ + "THE CHILDREN S PLACE HOUSTON MS", + "THE CHILDREN S PLACE Houston MS", + "THE CHILDREN S PLACE HOUSTON", + "THE CHILDREN S PLACE" + ], + "negative_patterns": [], + "priority": 86, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + }, + { + "id": "merchant.the_childrens_place.local.okti_starkville_ms", + "entry_kind": "regional_descriptor_variant", + "canonical_merchant_id": "merchant.the_childrens_place", + "canonical_name": "The Children's Place", + "display_name": "The Children's Place", + "category": "Shopping", + "merchant_type": "apparel_department_sporting_goods", + "scope": "regional_nems_descriptor", + "locality": { + "city": "Starkville", + "county": "Oktibbeha", + "state": "MS", + "region": "Northeast Mississippi" + }, + "aliases": [ + "THE CHILDREN S PLACE" + ], + "match_patterns": [ + "THE CHILDREN S PLACE STARKVILLE MS", + "THE CHILDREN S PLACE Starkville MS", + "THE CHILDREN S PLACE STARKVILLE", + "THE CHILDREN S PLACE" + ], + "negative_patterns": [], + "priority": 86, + "source_quality": "generated_regional_descriptor_variant", + "verified_physical_location": false, + "intended_for_matching_only": true + } + ], + "example_transactions": [ + { + "input_description": "POS DEBIT CIRCLE K 07521 TUPELO MS", + "expected_match": "Circle K", + "expected_category": "Gas" + }, + { + "input_description": "APPLE.COM/BILL 866-712-7753 CA", + "expected_match": "Apple.com/Bill", + "expected_category": "Subscriptions/Software" + }, + { + "input_description": "TST* FAIRPARK GRILL TUPELO MS", + "expected_match": "Fairpark Grill", + "expected_category": "Restaurants" + }, + { + "input_description": "AMZN Mktp US*AB12C3", + "expected_match": "Amazon Marketplace", + "expected_category": "Online Shopping" + }, + { + "input_description": "TUPELO WATER & LIGHT WEB PAY", + "expected_match": "Tupelo Water & Light", + "expected_category": "Utilities/Telecom" + } + ] +} \ No newline at end of file diff --git a/routes/transactions.js b/routes/transactions.js index 539f887..d9eb3f1 100644 --- a/routes/transactions.js +++ b/routes/transactions.js @@ -15,6 +15,12 @@ const { unmatchTransaction, } = require('../services/transactionMatchService'); const { reactivatePaymentsOverriddenBy } = require('../services/paymentAccountingService'); +const { + findMerchantMatch, + applyMerchantStoreMatches, + findOrCreateCategory, +} = require('../services/merchantStoreMatchService'); +const { categorizeTransaction } = require('../services/spendingService'); const { todayLocal } = require('../utils/dates'); const { roundMoney } = require('../utils/money'); @@ -288,6 +294,7 @@ function emptyBankLedger(enabled, hasConnections = false) { matched: 0, unmatched: 0, latest_date: null, + category_breakdown: [], }, transactions: [], total: 0, @@ -313,8 +320,8 @@ function bankLedgerWhere(query, userId) { } const flow = query.flow ? String(query.flow).trim() : 'all'; - if (!['all', 'in', 'out', 'pending', 'matched', 'unmatched', 'ignored'].includes(flow)) { - return { error: standardizeError('flow must be all, in, out, pending, matched, unmatched, or ignored', 'VALIDATION_ERROR', 'flow') }; + if (!['all', 'in', 'out', 'pending', 'matched', 'unmatched', 'ignored', 'uncategorized'].includes(flow)) { + return { error: standardizeError('flow must be all, in, out, pending, matched, unmatched, ignored, or uncategorized', 'VALIDATION_ERROR', 'flow') }; } if (flow === 'in') where.push('t.amount > 0'); if (flow === 'out') where.push('t.amount < 0'); @@ -322,6 +329,7 @@ function bankLedgerWhere(query, userId) { if (flow === 'matched') where.push("t.match_status = 'matched'"); if (flow === 'unmatched') where.push("t.match_status = 'unmatched' AND t.ignored = 0"); if (flow === 'ignored') where.push('t.ignored = 1'); + if (flow === 'uncategorized') where.push('t.spending_category_id IS NULL AND t.amount < 0 AND t.ignored = 0'); if (query.start_date) { const parsed = parseDate(query.start_date, 'start_date'); @@ -340,9 +348,9 @@ function bankLedgerWhere(query, userId) { const q = `%${String(query.q).trim()}%`; where.push(`( t.description LIKE ? OR t.payee LIKE ? OR t.memo LIKE ? OR t.category LIKE ? - OR fa.name LIKE ? OR fa.org_name LIKE ? OR b.name LIKE ? + OR fa.name LIKE ? OR fa.org_name LIKE ? OR b.name LIKE ? OR c.name LIKE ? )`); - params.push(q, q, q, q, q, q, q); + params.push(q, q, q, q, q, q, q, q); } return { whereClause: where.join(' AND '), params }; @@ -531,6 +539,7 @@ router.get('/bank-ledger', (req, res) => { JOIN data_sources ds ON ds.id = t.data_source_id AND ds.user_id = t.user_id LEFT JOIN financial_accounts fa ON fa.id = t.account_id AND fa.user_id = t.user_id LEFT JOIN bills b ON b.id = t.matched_bill_id AND b.user_id = t.user_id AND b.deleted_at IS NULL + LEFT JOIN categories c ON c.id = t.spending_category_id `; const summary = db.prepare(` @@ -547,6 +556,18 @@ router.get('/bank-ledger', (req, res) => { WHERE ${filtered.whereClause} `).get(...filtered.params); + summary.category_breakdown = db.prepare(` + SELECT + COALESCE(c.name, 'Uncategorized') AS name, + COUNT(*) AS count, + COALESCE(SUM(CASE WHEN t.amount < 0 THEN ABS(t.amount) ELSE 0 END), 0) AS total + ${joins} + WHERE ${filtered.whereClause} + GROUP BY COALESCE(c.name, 'Uncategorized') + ORDER BY total DESC + LIMIT 6 + `).all(...filtered.params); + const total = summary.total; const rows = db.prepare(` SELECT @@ -554,6 +575,7 @@ router.get('/bank-ledger', (req, res) => { t.source_type, t.transaction_type, t.posted_date, t.transacted_at, t.amount, t.currency, t.description, t.payee, t.memo, t.category, t.matched_bill_id, t.match_status, t.ignored, t.pending, t.created_at, t.updated_at, + t.spending_category_id, c.name AS spending_category_name, ds.type AS data_source_type, ds.provider AS data_source_provider, ds.name AS data_source_name, ds.status AS data_source_status, fa.name AS account_name, fa.org_name AS account_org_name, @@ -572,7 +594,13 @@ router.get('/bank-ledger', (req, res) => { sources, accounts, summary, - transactions: rows.map(row => decorateTransaction(row)), + transactions: rows.map(row => { + const decorated = decorateTransaction(row); + if (!row.spending_category_id) { + decorated.suggested_match = findMerchantMatch(db, row.payee || row.description || row.memo || ''); + } + return decorated; + }), total, limit: page.limit, offset: page.offset, @@ -810,4 +838,58 @@ router.post('/:id/unignore', (req, res) => { } }); +// GET /api/transactions/:id/merchant-match +router.get('/:id/merchant-match', (req, res) => { + try { + const db = getDb(); + const id = parseInteger(req.params.id, 'id'); + if (id.error) return res.status(400).json(id.error); + + const existing = getTransactionForUser(db, req.user.id, id.value); + if (!existing) return res.status(404).json(standardizeError('Transaction not found', 'NOT_FOUND', 'id')); + + const match = findMerchantMatch(db, existing.payee || existing.description || existing.memo || ''); + res.json({ match }); + } catch (err) { + return sendTransactionServiceError(res, err, 'Failed to look up merchant match'); + } +}); + +// POST /api/transactions/:id/apply-merchant-match +router.post('/:id/apply-merchant-match', (req, res) => { + try { + const db = getDb(); + const id = parseInteger(req.params.id, 'id'); + if (id.error) return res.status(400).json(id.error); + + const existing = getTransactionForUser(db, req.user.id, id.value); + if (!existing) return res.status(404).json(standardizeError('Transaction not found', 'NOT_FOUND', 'id')); + + const match = findMerchantMatch(db, existing.payee || existing.description || existing.memo || ''); + if (!match) return res.json({ matched: false }); + + const categoryId = findOrCreateCategory(db, req.user.id, match.category); + categorizeTransaction(db, req.user.id, id.value, categoryId, true); + + res.json({ + matched: true, + category: { id: categoryId, name: match.category }, + display_name: match.display_name, + }); + } catch (err) { + return sendTransactionServiceError(res, err, 'Failed to apply merchant match'); + } +}); + +// POST /api/transactions/auto-categorize +router.post('/auto-categorize', (req, res) => { + try { + const db = getDb(); + const result = applyMerchantStoreMatches(db, req.user.id, { dryRun: Boolean(req.body?.dry_run) }); + res.json(result); + } catch (err) { + return sendTransactionServiceError(res, err, 'Failed to auto-categorize transactions'); + } +}); + module.exports = router; diff --git a/services/bankSyncService.js b/services/bankSyncService.js index 80882ed..1b49534 100644 --- a/services/bankSyncService.js +++ b/services/bankSyncService.js @@ -12,7 +12,9 @@ const { getBankSyncConfig, SYNC_DAYS_EFFECTIVE, SYNC_DAYS_DEFAULT } = require('. const { decorateDataSource } = require('./transactionService'); const { applyMerchantRules } = require('./billMerchantRuleService'); const { applySpendingCategoryRules } = require('./spendingService'); +const { applyMerchantStoreMatches } = require('./merchantStoreMatchService'); const { autoMatchForUser } = require('./matchSuggestionService'); +const { getUserSettings } = require('./userSettings'); function sinceEpochDays(days) { return Math.floor((Date.now() - days * 86400 * 1000) / 1000); @@ -197,6 +199,11 @@ async function runSync(db, userId, dataSource, { days, debug = false } = {}) { // Apply stored merchant→bill rules, then spending category rules, then score-based auto-match const { matched: autoMatched, matched_bills: matchedBills, late_attributions: lateAttributions } = applyMerchantRules(db, userId); try { applySpendingCategoryRules(db, userId); } catch { /* non-blocking */ } + try { + if (getUserSettings(userId).bank_auto_categorize_merchants !== 'false') { + applyMerchantStoreMatches(db, userId); + } + } catch { /* non-blocking */ } try { autoMatchForUser(userId); } catch { /* non-blocking */ } if (debug) console.log(`[bankSync:debug] Source #${dataSource.id}: auto-matched ${autoMatched} transaction(s)`); diff --git a/services/merchantStoreMatchService.js b/services/merchantStoreMatchService.js new file mode 100644 index 0000000..2f2f4d7 --- /dev/null +++ b/services/merchantStoreMatchService.js @@ -0,0 +1,157 @@ +'use strict'; + +const { categorizeTransaction } = require('./spendingService'); + +// Mirrors the pack's match_order_recommendation: regional descriptor variants +// (most specific — tied to a city/county) are checked first, then online +// billing descriptors (PAYPAL/STRIPE/APPLE.COM/BILL/etc.), then canonical +// national merchants as the fallback. +const ENTRY_KIND_ORDER = { + regional_descriptor_variant: 0, + online_billing_descriptor_variant: 1, + canonical_merchant: 2, +}; + +let _entries = null; + +function maxPatternLength(patterns) { + return patterns.reduce((max, p) => Math.max(max, p.length), 0); +} + +// Lazily load and pre-sort all merchant_store_matches rows. Cached for the +// lifetime of the process — this is static reference data seeded once by the +// v1.05 migration. +function loadMerchantMatchEntries(db) { + if (_entries) return _entries; + + const rows = db.prepare(` + SELECT id, entry_kind, canonical_merchant_id, canonical_name, display_name, + category, merchant_type, scope, priority, match_patterns, negative_patterns, + locality_city, locality_state + FROM merchant_store_matches + `).all(); + + _entries = rows.map(row => ({ + ...row, + match_patterns: JSON.parse(row.match_patterns || '[]'), + negative_patterns: JSON.parse(row.negative_patterns || '[]'), + })); + + _entries.sort((a, b) => { + const orderA = ENTRY_KIND_ORDER[a.entry_kind] ?? 99; + const orderB = ENTRY_KIND_ORDER[b.entry_kind] ?? 99; + if (orderA !== orderB) return orderA - orderB; + if (b.priority !== a.priority) return b.priority - a.priority; + return maxPatternLength(b.match_patterns) - maxPatternLength(a.match_patterns); + }); + + return _entries; +} + +// Apply the pack's normalization rules: uppercase, "&" -> "AND", strip +// apostrophes/punctuation, collapse whitespace. match_patterns in the pack +// are pre-normalized to this same shape (e.g. "THE CHILDREN S PLACE"). +function normalizeForMatch(value) { + return String(value || '') + .toUpperCase() + .replace(/&/g, ' AND ') + .replace(/['’]/g, '') + .replace(/[^A-Z0-9\s]/g, ' ') + .replace(/\s+/g, ' ') + .trim(); +} + +// Find the best merchant/store match for a raw transaction description. +// Returns { entry_id, canonical_name, display_name, category, scope, priority } or null. +function findMerchantMatch(db, description) { + const normalized = normalizeForMatch(description); + if (!normalized) return null; + + const entries = loadMerchantMatchEntries(db); + for (const entry of entries) { + if (entry.negative_patterns.some(p => normalized.includes(p))) continue; + if (entry.match_patterns.some(p => p && normalized.includes(p))) { + return { + entry_id: entry.id, + canonical_name: entry.canonical_name, + display_name: entry.display_name, + category: entry.category, + scope: entry.scope, + priority: entry.priority, + }; + } + } + return null; +} + +// Find-or-create a spending category by name for this user, matching the +// COLLATE NOCASE convention used by ensureUserDefaultCategories (db/database.js). +function findOrCreateCategory(db, userId, name) { + const existing = db.prepare('SELECT id FROM categories WHERE user_id = ? AND name = ? COLLATE NOCASE') + .get(userId, name); + if (existing) return existing.id; + const result = db.prepare('INSERT INTO categories (user_id, name) VALUES (?, ?)').run(userId, name); + return result.lastInsertRowid; +} + +// Scan the user's uncategorized outflows, apply merchant/store pack matches, +// and categorize them (writing spending_category_rules so future syncs hit +// the cheaper rule path instead of rescanning the full pack). +// +// With { dryRun: true }, computes the same matches without writing anything +// (no categories created, no transactions updated) — used to preview an +// auto-categorize run before applying it. +// +// Returns { updated: number, categories: [{ name, count }], changes: [{ transaction_id, display_name, category }] }. +function applyMerchantStoreMatches(db, userId, { dryRun = false } = {}) { + const txRows = db.prepare(` + SELECT id, payee, description, memo + FROM transactions + WHERE user_id = ? + AND amount < 0 + AND ignored = 0 + AND match_status != 'matched' + AND spending_category_id IS NULL + `).all(userId); + + if (txRows.length === 0) return { updated: 0, categories: [], changes: [] }; + + const categoryCounts = new Map(); // category name -> count + const changes = []; + let updated = 0; + + const apply = () => { + for (const tx of txRows) { + const match = findMerchantMatch(db, tx.payee || tx.description || tx.memo || ''); + if (!match) continue; + + if (!dryRun) { + const categoryId = findOrCreateCategory(db, userId, match.category); + categorizeTransaction(db, userId, tx.id, categoryId, true); + } + updated++; + changes.push({ transaction_id: tx.id, display_name: match.display_name, category: match.category }); + categoryCounts.set(match.category, (categoryCounts.get(match.category) || 0) + 1); + } + }; + + if (dryRun) { + apply(); + } else { + db.transaction(apply)(); + } + + return { + updated, + categories: [...categoryCounts.entries()].map(([name, count]) => ({ name, count })), + changes, + }; +} + +module.exports = { + loadMerchantMatchEntries, + normalizeForMatch, + findMerchantMatch, + findOrCreateCategory, + applyMerchantStoreMatches, +}; diff --git a/services/userSettings.js b/services/userSettings.js index fd5c04d..0a47a54 100644 --- a/services/userSettings.js +++ b/services/userSettings.js @@ -21,10 +21,12 @@ const USER_SETTING_KEYS = [ 'tracker_show_overdue_command_center', 'tracker_show_drift_insights', 'tracker_table_columns', + 'bank_auto_categorize_merchants', ]; const USER_SETTING_DEFAULTS = { search_bars_collapsed: 'false', + bank_auto_categorize_merchants: 'true', tracker_show_bank_projection_banner: 'true', tracker_bank_projection_banner_snoozed_until: '', tracker_show_search_sort: 'true',