1 | import { typeAll } from '@antv/dw-analyzer';
|
2 | import { parse } from './parse';
|
3 | function rename(originStr, aggType, option) {
|
4 | if (option === void 0) { option = 'brackets'; }
|
5 | if (option === false || option === 'origin') {
|
6 | return originStr;
|
7 | }
|
8 | if (option === true || option === 'brackets' || !option) {
|
9 | return aggType.toUpperCase() + "(" + originStr + ")";
|
10 | }
|
11 | if (option === 'underline') {
|
12 | return aggType.toUpperCase() + "_" + originStr;
|
13 | }
|
14 | if (typeof option === 'function') {
|
15 | return String(option(originStr, aggType));
|
16 | }
|
17 | throw new Error("Invalid rename option " + option);
|
18 | }
|
19 |
|
20 |
|
21 |
|
22 | export function autoSchema(data, renameOption) {
|
23 | if (renameOption === void 0) { renameOption = 'brackets'; }
|
24 | var schemas = [];
|
25 | var schema = {
|
26 | actions: [],
|
27 | };
|
28 | var dataAnalyze = typeAll(data);
|
29 | var toGroupBy = [];
|
30 | var toNotGroupBy = [];
|
31 | dataAnalyze.forEach(function (col) {
|
32 | if (['string', 'date', 'boolean'].includes(col.recommendation)) {
|
33 | toGroupBy.push(col.name);
|
34 | }
|
35 | else {
|
36 | toNotGroupBy.push(col.name);
|
37 | }
|
38 | });
|
39 | if (toGroupBy.length) {
|
40 | schema.groupBy = toGroupBy;
|
41 | toNotGroupBy.forEach(function (colName) {
|
42 | schema.actions.push({
|
43 | type: 'sum',
|
44 | field: colName,
|
45 | as: rename(colName, 'sum', renameOption),
|
46 | });
|
47 | });
|
48 | schemas.push(schema);
|
49 | }
|
50 | return schemas;
|
51 | }
|
52 |
|
53 |
|
54 |
|
55 | export function autoTransform(data, renameOption) {
|
56 | if (renameOption === void 0) { renameOption = 'brackets'; }
|
57 | var result = {
|
58 | result: [],
|
59 | schemas: autoSchema(data, renameOption),
|
60 | };
|
61 | result.result = parse(data, result.schemas);
|
62 | return result;
|
63 | }
|