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fix: big number with trendline can't calculate cumsum (#19542)
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zhaoyongjie committed Apr 6, 2022
1 parent c4baa82 commit 2daa071
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Expand Up @@ -18,63 +18,33 @@
*/
import {
buildQueryContext,
PostProcessingResample,
DTTM_ALIAS,
QueryFormData,
} from '@superset-ui/core';
import {
flattenOperator,
pivotOperator,
resampleOperator,
rollingWindowOperator,
sortOperator,
} from '@superset-ui/chart-controls';

const TIME_GRAIN_MAP: Record<string, string> = {
PT1S: 'S',
PT1M: 'min',
PT5M: '5min',
PT10M: '10min',
PT15M: '15min',
PT30M: '30min',
PT1H: 'H',
P1D: 'D',
P1M: 'MS',
P3M: 'QS',
P1Y: 'AS',
// TODO: these need to be mapped carefully, as the first day of week
// can vary from engine to engine
// P1W: 'W',
// '1969-12-28T00:00:00Z/P1W': 'W',
// '1969-12-29T00:00:00Z/P1W': 'W',
// 'P1W/1970-01-03T00:00:00Z': 'W',
// 'P1W/1970-01-04T00:00:00Z': 'W',
};

export default function buildQuery(formData: QueryFormData) {
return buildQueryContext(formData, baseQueryObject => {
// todo: move into full advanced analysis section here
const rollingProc = rollingWindowOperator(formData, baseQueryObject);
const { time_grain_sqla } = formData;
let resampleProc: PostProcessingResample;
if (rollingProc && time_grain_sqla) {
const rule = TIME_GRAIN_MAP[time_grain_sqla];
if (rule) {
resampleProc = {
operation: 'resample',
options: {
method: 'asfreq',
rule,
fill_value: null,
},
};
}
}
const { x_axis } = formData;
const is_timeseries = x_axis === DTTM_ALIAS || !x_axis;

return [
{
...baseQueryObject,
is_timeseries: true,
post_processing: [
sortOperator(formData, baseQueryObject),
resampleProc,
rollingProc,
pivotOperator(formData, {
...baseQueryObject,
index: x_axis,
is_timeseries,
}),
rollingWindowOperator(formData, baseQueryObject),
resampleOperator(formData, baseQueryObject),
flattenOperator(formData, baseQueryObject),
],
},
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Expand Up @@ -217,6 +217,52 @@ const config: ControlPanelConfig = {
},
},
],
// eslint-disable-next-line react/jsx-key
[<h1 className="section-header">{t('Resample')}</h1>],
[
{
name: 'resample_rule',
config: {
type: 'SelectControl',
freeForm: true,
label: t('Rule'),
default: null,
choices: [
['1T', '1 minutely frequency'],
['1H', '1 hourly frequency'],
['1D', '1 calendar day frequency'],
['7D', '7 calendar day frequency'],
['1MS', '1 month start frequency'],
['1M', '1 month end frequency'],
['1AS', '1 year start frequency'],
['1A', '1 year end frequency'],
],
description: t('Pandas resample rule'),
},
},
],
[
{
name: 'resample_method',
config: {
type: 'SelectControl',
freeForm: true,
label: t('Fill method'),
default: null,
choices: [
['asfreq', 'Null imputation'],
['zerofill', 'Zero imputation'],
['linear', 'Linear interpolation'],
['ffill', 'Forward values'],
['bfill', 'Backward values'],
['median', 'Median values'],
['mean', 'Mean values'],
['sum', 'Sum values'],
],
description: t('Pandas resample method'),
},
},
],
],
},
],
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