Files
nocodb/packages/nc-gui/utils/dataUtils.ts
2026-04-09 06:34:53 +00:00

647 lines
19 KiB
TypeScript

import {
RelationTypes,
UITypes,
dateFormats,
getRenderAsTextFunForUiType,
isAIPromptCol,
isCreatedOrLastModifiedByCol,
isCreatedOrLastModifiedTimeCol,
isSystemColumn,
isValidValue,
isVirtualCol,
getLookupColumnType as sdkGetLookupColumnType,
validateRowFilters as sdkValidateRowFilters,
timeFormats,
} from 'nocodb-sdk'
import type {
AIRecordType,
ButtonType,
ColumnType,
FilterType,
LinkToAnotherRecordType,
LookupType,
RollupType,
TableType,
} from 'nocodb-sdk'
import dayjs from 'dayjs'
import { isColumnRequiredAndNull } from './columnUtils'
import { parseFlexibleDate } from '~/utils/datetimeUtils'
export { isValidValue }
// Core PK extraction from pre-filtered PK columns — avoids re-filtering on every call.
export const extractPkFromPkColumns = (row: Record<string, any>, pkCols: ColumnType[]) => {
if (!row || !pkCols.length) return null
// if multiple pk columns, join them with ___ and escape _ in id values with \_ to avoid conflicts
if (pkCols.length > 1) {
return pkCols.map((c) => row?.[c.title!]?.toString?.().replaceAll('_', '\\_') ?? null).join('___')
}
const id = row?.[pkCols[0].title!] ?? null
return id === null ? null : `${id}`
}
export const extractPkFromRow = (row: Record<string, any>, columns: ColumnType[]) => {
if (!row || !columns) return null
return extractPkFromPkColumns(
row,
columns.filter((c: Required<ColumnType>) => c.pk),
)
}
export const rowPkData = (row: Record<string, any>, columns: ColumnType[]) => {
const pkData: Record<string, string> = {}
const pks = columns?.filter((c) => c.pk)
if (row && pks && pks.length) {
for (const pk of pks) {
if (pk.title) pkData[pk.title] = row[pk.title]
}
}
return pkData
}
export const getRowHash = (row: Record<string, any>) => {
return MD5(JSON.stringify(row))
}
export const extractPk = (columns: ColumnType[]) => {
if (!columns && !Array.isArray(columns)) return null
return columns
.filter((c) => c.pk)
.map((c) => c.title)
.join('___')
}
export const findIndexByPk = (pk: Record<string, string>, data: Row[]) => {
for (const [i, row] of Object.entries(data)) {
if (Object.keys(pk).every((k) => pk[k] === row.row[k])) {
return parseInt(i)
}
}
return -1
}
// a function to populate insert object and verify if all required fields are present
export async function populateInsertObject({
getMeta,
row,
meta,
ltarState,
throwError,
undo = false,
allowNullFieldIds = [],
}: {
meta: TableType
ltarState: Record<string, any>
getMeta: (baseId: string, tableIdOrTitle: string, force?: boolean) => Promise<TableType | null>
row: Record<string, any>
throwError?: boolean
undo?: boolean
allowNullFieldIds?: string[]
}) {
const missingRequiredColumns = new Set()
const insertObj = await meta.columns?.reduce(async (_o: Promise<any>, col) => {
const o = await _o
// if column is BT relation then check if foreign key is not_null(required)
if (
ltarState &&
col.uidt === UITypes.LinkToAnotherRecord &&
(<LinkToAnotherRecordType>col.colOptions).type === RelationTypes.BELONGS_TO
) {
if (ltarState[col.title!] || row[col.title!]) {
const ltarVal = ltarState[col.title!] || row[col.title!]
const colOpt = <LinkToAnotherRecordType>col.colOptions
const childCol = meta.columns!.find((c) => colOpt.fk_child_column_id === c.id)
const relatedBaseId = (colOpt as any)?.fk_related_base_id || meta.base_id
const relatedTableMeta = (await getMeta(relatedBaseId!, colOpt.fk_related_model_id!)) as TableType
if (relatedTableMeta && childCol) {
o[childCol.title!] = ltarVal[relatedTableMeta!.columns!.find((c) => c.id === colOpt.fk_parent_column_id)!.title!]
if (o[childCol.title!] !== null && o[childCol.title!] !== undefined) missingRequiredColumns.delete(childCol.title)
}
}
}
// check all the required columns are not null
if (isColumnRequiredAndNull(col, row)) {
missingRequiredColumns.add(col.title)
}
if ((!col.ai || undo) && (row?.[col.title as string] !== null || allowNullFieldIds.includes(col.id as string))) {
o[col.title as string] = row?.[col.title as string]
}
return o
}, Promise.resolve({}))
if (throwError && missingRequiredColumns.size) {
throw new Error(`Missing required columns: ${[...missingRequiredColumns].join(', ')}`)
}
return { missingRequiredColumns, insertObj }
}
// a function to get default values of row
export const rowDefaultData = (columns: ColumnType[] = []) => {
const defaultData: Record<string, string> = columns.reduce<Record<string, any>>((acc: Record<string, any>, col: ColumnType) => {
// avoid setting default value for system col, virtual col, rollup, formula, barcode, qrcode, links, ltar
if (
!isSystemColumn(col) &&
!isVirtualCol(col) &&
![
UITypes.Attachment,
UITypes.Rollup,
UITypes.Lookup,
UITypes.Formula,
UITypes.Barcode,
UITypes.QrCode,
UITypes.UUID,
].includes(col.uidt) &&
isValidValue(col?.cdf) &&
!/^\w+\(\)|CURRENT_TIMESTAMP$/.test(col.cdf)
) {
const defaultValue = col.cdf
acc[col.title!] = typeof defaultValue === 'string' ? defaultValue.replace(/^['"]|['"]$/g, '') : defaultValue
}
return acc
}, {} as Record<string, any>)
return defaultData
}
export const isRowEmpty = (record: Pick<Row, 'row'>, col: ColumnType): boolean => {
if (!record || !col || !col.title) return true
return !isValidValue(record.row[col.title])
}
export function validateRowFilters(
_filters: FilterType[],
data: any,
columns: ColumnType[],
client: any,
metas: Record<string, any>,
baseId?: string,
options?: {
currentUser?: {
id: string
email: string
}
timezone?: string
},
) {
return sdkValidateRowFilters({
filters: _filters,
data,
columns,
client,
metas,
baseId,
options,
})
}
export const isAllowToRenderRowEmptyField = (col: ColumnType) => {
if (!col) return false
if (isAI(col)) {
return true
}
if (isAiButton(col)) {
return true
}
return false
}
// Plain cell value
export const getCheckBoxValue = (modelValue: boolean | string | number | '0' | '1') => {
return !!modelValue && modelValue !== '0' && modelValue !== 0 && modelValue !== 'false'
}
export const getMultiSelectValue = (modelValue: any, params: ParsePlainCellValueProps['params']): string => {
const { col, isMysql } = params
if (!modelValue) {
return ''
}
return modelValue
? Array.isArray(modelValue)
? modelValue.join(', ')
: modelValue.toString()
: isMysql(col.source_id)
? modelValue.toString().split(',').join(', ')
: modelValue.split(', ')
}
export const getDateValue = (modelValue: string | null | number, col: ColumnType) => {
const dateFormat = parseProp(col.meta)?.date_format ?? 'YYYY-MM-DD'
if (!modelValue) {
return ''
} else if (!dayjs(modelValue).isValid()) {
const parsedDate = parseFlexibleDate(modelValue)
if (parsedDate) {
return parsedDate.format(dateFormat) as string
}
} else {
return dayjs(/^\d+$/.test(String(modelValue)) ? +modelValue : modelValue).format(dateFormat)
}
return ''
}
export const getYearValue = (modelValue: string | null) => {
if (!modelValue) {
return ''
} else if (!dayjs(modelValue).isValid()) {
return ''
} else {
return dayjs(modelValue.toString(), 'YYYY').format('YYYY')
}
}
export const getDateTimeValue = (modelValue: string | null, params: ParsePlainCellValueProps['params']) => {
const { col, isXcdbBase } = params
if (!modelValue || !dayjs(modelValue).isValid()) {
return ''
}
const columnMeta = parseProp(col.meta)
const dateFormat = columnMeta?.date_format ?? dateFormats[0]
const timeFormat = columnMeta?.time_format ?? timeFormats[0]
const dateTimeFormat = `${dateFormat} ${timeFormat}`
const timezone = isEeUI && columnMeta?.timezone ? getTimeZoneFromName(columnMeta?.timezone) : undefined
const { timezonize } = withTimezone(timezone?.name)
const displayTimezone = timezone && columnMeta?.isDisplayTimezone ? ` (${timezone.abbreviation})` : ''
const isXcDB = isXcdbBase(col.source_id)
if (!isXcDB) {
return timezonize(dayjs(/^\d+$/.test(modelValue) ? +modelValue : modelValue))?.format(dateTimeFormat) + displayTimezone
}
return timezonize(dayjs(modelValue))?.format(dateTimeFormat) + displayTimezone
}
export const getTimeValue = (modelValue: string | null, col: ColumnType) => {
const timeFormat = parseProp(col?.meta)?.is12hrFormat ? 'hh:mm A' : 'HH:mm'
if (!modelValue) {
return ''
}
let time = dayjs(modelValue)
if (!time.isValid()) {
time = dayjs(modelValue, 'HH:mm:ss')
}
if (!time.isValid()) {
time = dayjs(`1999-01-01 ${modelValue}`)
}
if (!time.isValid()) {
return ''
}
return time.format(timeFormat)
}
export const getDurationValue = (modelValue: string | null, col: ColumnType) => {
const durationType = parseProp(col.meta)?.duration || 0
return convertMS2Duration(modelValue, durationType)
}
export const getPercentValue = (modelValue: string | null) => {
return modelValue ? `${modelValue}%` : ''
}
export const getCurrencyValue = (modelValue: string | number | null | undefined, col: ColumnType): string => {
const currencyMeta = {
currency_locale: 'en-US',
currency_code: 'USD',
...parseProp(col.meta),
}
try {
if (modelValue === null || modelValue === undefined || isNaN(modelValue)) {
return modelValue === null || modelValue === undefined ? '' : (modelValue as string)
}
return new Intl.NumberFormat(currencyMeta.currency_locale || 'en-US', {
style: 'currency',
currency: currencyMeta.currency_code || 'USD',
}).format(+modelValue)
} catch (e) {
return modelValue as string
}
}
export const getUserValue = (modelValue: string | string[] | null | Array<any>, params: ParsePlainCellValueProps['params']) => {
const { meta, baseUsers: baseUsersMap = new Map() } = params
if (!modelValue) {
return ''
}
const baseUsers = meta?.base_id ? baseUsersMap.get(meta?.base_id) || [] : []
if (typeof modelValue === 'string') {
const idsOrMails = modelValue.split(',')
return idsOrMails
.map((idOrMail) => {
const user = baseUsers.find((u) => u.id === idOrMail || u.email === idOrMail)
return user ? user.display_name || user.email : idOrMail.id
})
.join(', ')
} else {
if (Array.isArray(modelValue)) {
return modelValue
.map((idOrMail) => {
const user = baseUsers.find((u) => u.id === idOrMail.id || u.email === idOrMail.email)
return user ? user.display_name || user.email : idOrMail.id
})
.join(', ')
} else {
return modelValue ? modelValue.display_name || modelValue.email : ''
}
}
}
export const getDecimalValue = (modelValue: string | null | number, col: ColumnType) => {
if ((!ncIsNumber(modelValue) && !modelValue) || isNaN(Number(modelValue))) {
return ''
}
const columnMeta = parseProp(col.meta)
return Number(modelValue).toFixed(columnMeta?.precision ?? 1)
}
export const getIntValue = (modelValue: string | null | number) => {
if ((!ncIsNumber(modelValue) && !modelValue) || isNaN(Number(modelValue))) {
return ''
}
return Number(modelValue).toString()
}
export const getTextAreaValue = (modelValue: string | null, col: ColumnType) => {
const isRichMode = parseProp(col.meta).richMode
if (isRichMode) {
return modelValue?.replace(/[*_~\[\]]|<\/?[^>]+(>|$)/g, '') || ''
}
if (isAIPromptCol(col)) {
return (modelValue as AIRecordType)?.value || ''
}
return modelValue || ''
}
export const getRollupValue = (modelValue: string | null | number, params: ParsePlainCellValueProps['params']) => {
const { col, meta, metas } = params
const colOptions = col.colOptions as RollupType
const relationColumnOptions = colOptions.fk_relation_column_id
? (meta?.columns?.find((c) => c.id === colOptions.fk_relation_column_id)?.colOptions as LinkToAnotherRecordType)
: null
// Use fk_related_base_id for cross-base relationships
const relatedBaseId = relationColumnOptions?.fk_related_base_id || meta?.base_id
const relatedTableMeta = relationColumnOptions?.fk_related_model_id
? (relatedBaseId ? metas?.[`${relatedBaseId}:${relationColumnOptions.fk_related_model_id}`] : null) ||
metas?.[relationColumnOptions.fk_related_model_id as string]
: null
let childColumn = relatedTableMeta?.columns.find((c: ColumnType) => c.id === colOptions.fk_rollup_column_id) as
| ColumnType
| undefined
if (!childColumn) return modelValue?.toString() ?? ''
// may use deepClone
childColumn = { ...childColumn }
const renderAsTextFun = getRenderAsTextFunForUiType((childColumn.uidt ?? UITypes.SingleLineText) as UITypes)
childColumn.meta = {
...parseProp(childColumn?.meta),
...parseProp(col?.meta),
}
if (renderAsTextFun.includes(colOptions.rollup_function ?? '')) {
childColumn.uidt = UITypes.Decimal
}
// eslint-disable-next-line @typescript-eslint/no-use-before-define
return parsePlainCellValue(modelValue, { ...params, col: childColumn }) as string
}
export const getLookupValue = (modelValue: string | null | number | Array<any>, params: ParsePlainCellValueProps['params']) => {
const { col, meta, metas } = params
const colOptions = col.colOptions as LookupType
const relationColumnOptions = colOptions.fk_relation_column_id
? (meta?.value ?? meta)?.columns?.find((c) => c.id === colOptions.fk_relation_column_id)?.colOptions
: col.colOptions
// Use fk_related_base_id for cross-base relationships
const relatedBaseId = (relationColumnOptions as LinkToAnotherRecordType)?.fk_related_base_id || (meta?.value ?? meta)?.base_id
const relatedTableMeta = relationColumnOptions?.fk_related_model_id
? (relatedBaseId ? metas?.[`${relatedBaseId}:${relationColumnOptions.fk_related_model_id}`] : null) ||
metas?.[relationColumnOptions.fk_related_model_id as string]
: null
const childColumn = relatedTableMeta?.columns.find(
(c: ColumnType) => c.id === (colOptions?.fk_lookup_column_id ?? relatedTableMeta?.columns.find((c) => c.pv).id),
) as ColumnType | undefined
// When the value is a record object (from Lookup of LTAR), extract the child column's
// field value before recursing — otherwise the object reaches a primitive column parser
// and stringifies as [object Object]
const resolveRecordValue = (v: any) => {
if (v && typeof v === 'object' && !Array.isArray(v) && childColumn?.title) {
return v[childColumn.title] ?? v[childColumn.id] ?? v
}
return v
}
if (Array.isArray(modelValue)) {
return modelValue
.map((v) => {
// eslint-disable-next-line @typescript-eslint/no-use-before-define
return parsePlainCellValue(resolveRecordValue(v), { ...params, col: childColumn! })
})
.join(', ')
}
// when childColumn not found (external base or nested links, simply return the modelValue
if (!childColumn) {
if (typeof modelValue === 'string') {
return modelValue
} else {
return modelValue?.toString() ?? ''
}
}
// eslint-disable-next-line @typescript-eslint/no-use-before-define
return parsePlainCellValue(resolveRecordValue(modelValue), { ...params, col: childColumn })
}
export function getLookupColumnType(
col: ColumnType,
meta: { columns: ColumnType[]; base_id?: string },
metas: Record<string, any>,
visitedIds = new Set<string>(),
): UITypes | null | undefined {
return sdkGetLookupColumnType({
col,
meta,
metas,
baseId: meta.base_id,
visitedIds,
})
}
export const getAttachmentValue = (modelValue: string | null | number | Array<any>) => {
if (Array.isArray(modelValue)) {
return modelValue.map((v) => `${v.title}`).join(', ')
}
return modelValue as string
}
export const getLinksValue = (modelValue: string, params: ParsePlainCellValueProps['params']) => {
const { col, t } = params
if (typeof col?.meta === 'string') {
col.meta = JSON.parse(col.meta)
}
const parsedValue = +modelValue || 0
if (!parsedValue) {
return `0 ${col?.meta?.plural || t('general.links')}`
} else if (parsedValue === 1) {
return `1 ${col?.meta?.singular || t('general.link')}`
} else {
return `${parsedValue} ${col?.meta?.plural || t('general.links')}`
}
}
export const parsePlainCellValue = (
value: ParsePlainCellValueProps['value'],
params: ParsePlainCellValueProps['params'],
): string => {
const { col, abstractType, isUnderLookup } = params
if (!col) {
return ''
}
if (isGeoData(col)) {
const [latitude, longitude] = ((value as string) || '').split(';')
return latitude && longitude ? `${latitude}; ${longitude}` : value
}
if (isTextArea(col)) {
return getTextAreaValue(value, col)
}
if (isBoolean(col, abstractType)) {
return getCheckBoxValue(value) ? 'Checked' : 'Unchecked'
}
if (isMultiSelect(col)) {
return getMultiSelectValue(value, params)
}
if (isDate(col, abstractType)) {
return getDateValue(value, col)
}
if (isYear(col, abstractType)) {
return getYearValue(value)
}
if (isDateTime(col, abstractType)) {
return getDateTimeValue(value, params)
}
if (isTime(col, abstractType)) {
return getTimeValue(value, col)
}
if (isDuration(col)) {
return getDurationValue(value, col)
}
if (isPercent(col)) {
return getPercentValue(value)
}
if (isCurrency(col)) {
return getCurrencyValue(value, col)
}
if (isUser(col)) {
return getUserValue(value, params)
}
if (isDecimal(col)) {
return getDecimalValue(value, col)
}
if (isRating(col)) {
return value ? `${value}` : '0'
}
if (isInt(col, abstractType)) {
return getIntValue(value)
}
if (isJSON(col)) {
try {
if (isUnderLookup) {
return typeof value === 'string' ? JSON.stringify(JSON.parse(value)) : JSON.stringify(value)
} else {
return JSON.stringify(JSON.parse(value), null, 2)
}
} catch {
return value
}
}
if (isRollup(col)) {
return getRollupValue(value, params)
}
if (isLink(col)) {
return getLinksValue(value, params)
}
if (isLookup(col) || isLTAR(col.uidt, col.colOptions)) {
return getLookupValue(value, params)
}
if (isCreatedOrLastModifiedTimeCol(col)) {
return getDateTimeValue(value, params)
}
if (isCreatedOrLastModifiedByCol(col)) {
return getUserValue(value, params)
}
if (isAttachment(col)) {
return getAttachmentValue(value)
}
if (isFormula(col)) {
if (col?.meta?.display_type) {
const childColumn = {
uidt: col?.meta?.display_type,
...col?.meta?.display_column_meta,
}
return parsePlainCellValue(value, { ...params, col: childColumn })
} else {
const url = replaceUrlsWithLink(value, true)
if (url && ncIsString(url)) {
return url
}
}
}
if (isButton(col)) {
if ((col.colOptions as ButtonType).type === 'url') return value
else return col.colOptions?.label
}
return value as unknown as string
}
// Utility to stringify filter or sort array, if the array is empty return undefined
export const stringifyFilterOrSortArr = (arr: any[]) => {
if (!arr || (Array.isArray(arr) && !arr.length)) return undefined
return JSON.stringify(arr)
}