多维表格
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import { UITypes } from 'nocodb-sdk'
import {
extractMultiOrSingleSelectProps,
getCheckboxValue,
isCheckboxType,
isDecimalType,
isEmailType,
isMultiLineTextType,
isUrlType,
} from './parserHelpers'
import TemplateGenerator from './TemplateGenerator'
const jsonTypeToUidt: Record<string, string> = {
number: UITypes.Number,
string: UITypes.SingleLineText,
date: UITypes.DateTime,
boolean: UITypes.Checkbox,
object: UITypes.JSON,
}
const extractNestedData: any = (obj: any, path: any) => path.reduce((val: any, key: any) => val && val[key], obj)
export default class JSONTemplateAdapter extends TemplateGenerator {
config: Record<string, any>
name: string
_jsonData: string | object
project: Record<string, any>
data: Record<string, any>
columns: object
csv: Record<string, any>
constructor(name = 'test', data: object, parserConfig = {}) {
super()
this.config = {
maxRowsToParse: 500,
...parserConfig,
}
this.name = name
this._jsonData = typeof data === 'string' ? JSON.parse(data) : data
this.project = {
title: this.name,
tables: [],
}
this.columns = {}
this.data = {}
this.csv = {}
}
async init() {}
parseData(): any {
this.columns = this.csv.meta.fields
this.data = this.csv.data
}
getColumns(): any {
return this.columns
}
getData(): any {
return this.data
}
get jsonData(): any {
return Array.isArray(this._jsonData) ? this._jsonData : [this._jsonData]
}
parse(): any {
const jsonData = this.jsonData
const tn = 'table'
const table: any = { table_name: tn, ref_table_name: tn, columns: [] }
this.data[tn] = []
for (const col of Object.keys(jsonData[0])) {
const columns = this._parseColumn([col], jsonData)
table.columns.push(...columns)
}
if (this.config.importData) {
this._parseTableData(table)
}
this.project.tables.push(table)
}
getTemplate() {
return this.project
}
_parseColumn(
path: any = [],
jsonData = this.jsonData,
firstRowVal = path.reduce((val: any, k: any) => val && val[k], this.jsonData[0]),
): any {
const columns = []
// parse nested
if (firstRowVal && typeof firstRowVal === 'object' && !Array.isArray(firstRowVal) && this.config.normalizeNested) {
for (const key of Object.keys(firstRowVal)) {
const normalizedNestedColumns = this._parseColumn([...path, key], this.jsonData, firstRowVal[key])
columns.push(...normalizedNestedColumns)
}
} else {
const cn = path.join('_').replace(/\W/g, '_').trim()
const column: Record<string, any> = {
column_name: cn,
ref_column_name: cn,
path,
}
column.uidt = jsonTypeToUidt[typeof firstRowVal] || UITypes.SingleLineText
const colData = jsonData.map((r: any) => extractNestedData(r, path))
Object.assign(column, this._getColumnUIDTAndMetas(colData, column.uidt))
columns.push(column)
}
return columns
}
_getColumnUIDTAndMetas(colData: any, defaultType: any) {
const colProps = { uidt: defaultType }
// todo: optimize
if (colProps.uidt === UITypes.SingleLineText) {
// check for long text
if (isMultiLineTextType(colData)) {
colProps.uidt = UITypes.LongText
}
if (isEmailType(colData)) {
colProps.uidt = UITypes.Email
}
if (isUrlType(colData)) {
colProps.uidt = UITypes.URL
} else {
const checkboxType = isCheckboxType(colData)
if (checkboxType.length === 1) {
colProps.uidt = UITypes.Checkbox
} else {
Object.assign(colProps, extractMultiOrSingleSelectProps(colData))
}
}
} else if (colProps.uidt === UITypes.Number) {
if (isDecimalType(colData)) {
colProps.uidt = UITypes.Decimal
}
}
return colProps
}
_parseTableData(tableMeta: any) {
for (const row of this.jsonData) {
const rowData: any = {}
for (let i = 0; i < tableMeta.columns.length; i++) {
const value = extractNestedData(row, tableMeta.columns[i].path || [])
if (tableMeta.columns[i].uidt === UITypes.Checkbox) {
rowData[tableMeta.columns[i].ref_column_name] = getCheckboxValue(value)
} else if (tableMeta.columns[i].uidt === UITypes.SingleSelect || tableMeta.columns[i].uidt === UITypes.MultiSelect) {
rowData[tableMeta.columns[i].ref_column_name] = (value || '').toString().trim() || null
} else if (tableMeta.columns[i].uidt === UITypes.JSON) {
rowData[tableMeta.columns[i].ref_column_name] = JSON.stringify(value)
} else {
// toto: do parsing if necessary based on type
rowData[tableMeta.columns[i].column_name] = value
}
}
this.data[tableMeta.ref_table_name].push(rowData)
}
}
}