Move sql helper functions to query-utils.js
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@ -1,30 +1,13 @@
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const BaseHistogram = require('./base-histogram');
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const debug = require('debug')('windshaft:dataview:numeric-histogram');
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/** Cast the column column to epoch */
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const columnCastTpl = ctx => `date_part('epoch', ${ctx.column})`;
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/** If the column type is float, ignore any non numeric result (infinity / NaN) */
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const handleFloatColum = ctx => `${!ctx.isFloatColumn ? `${ctx.column}` :
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`nullif(nullif(nullif(${ctx.column}, 'infinity'::float), '-infinity'::float), 'NaN'::float)`
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}`;
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/** Count only infinity (positive and negative) appearances */
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const countInfinites = ctx => `${!ctx.isFloatColumn ? `0` :
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`sum(CASE WHEN (${ctx.column} = 'infinity'::float OR ${ctx.column} = '-infinity'::float) THEN 1 ELSE 0 END)`
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}`;
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/** Count only NaNs appearances*/
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const countNaNs = ctx => `${!ctx.isFloatColumn ? `0` :
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`sum(CASE WHEN (${ctx.column} = 'NaN'::float) THEN 1 ELSE 0 END)`
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}`;
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const utils = require('../../../utils/query-utils');
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/** Query to get min and max values from the query */
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const irqQueryTpl = ctx => `
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__cdb_filtered_source AS (
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SELECT *
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FROM (${ctx.query}) __cdb_filtered_source_query
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WHERE ${handleFloatColum(ctx)} IS NOT NULL
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WHERE ${utils.handleFloatColumn(ctx)} IS NOT NULL
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),
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__cdb_basics AS (
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SELECT
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@ -85,7 +68,7 @@ module.exports = class NumericHistogram extends BaseHistogram {
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_buildQuery (psql, override, callback) {
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const histogramSql = this._buildQueryTpl({
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column: this._columnType === 'date' ? columnCastTpl({ column: this.column }) : this.column,
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column: this._columnType === 'date' ? utils.columnCastTpl({ column: this.column }) : this.column,
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isFloatColumn: this._columnType === 'float',
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query: this.query,
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start: this._getBinStart(override),
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@ -137,17 +120,18 @@ ${extra_queries}
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SELECT
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(${ctx.end} - ${ctx.start}) / ${ctx.bins}::float AS bin_width,
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${ctx.bins} as bins_number,
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sum(CASE WHEN (${ctx.column} IS NULL) THEN 1 ELSE 0 END) AS nulls_count,
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${countInfinites(ctx)} AS infinities_count,
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${countNaNs(ctx)} AS nans_count,
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min(${handleFloatColum(ctx)}) AS min,
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max(${handleFloatColum(ctx)}) AS max,
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avg(${handleFloatColum(ctx)}) AS avg,
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sum(CASE WHEN (${handleFloatColum(ctx)} is not NULL) THEN 1 ELSE 0 END) as freq,
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${utils.countNULLs(ctx)} AS nulls_count,
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${utils.countInfinites(ctx)} AS infinities_count,
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${utils.countNaNs(ctx)} AS nans_count,
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min(${utils.handleFloatColumn(ctx)}) AS min,
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max(${utils.handleFloatColumn(ctx)}) AS max,
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avg(${utils.handleFloatColumn(ctx)}) AS avg,
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sum(CASE WHEN (${utils.handleFloatColumn(ctx)} is not NULL) THEN 1 ELSE 0 END) as freq,
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CASE WHEN ${ctx.start} = ${ctx.end}
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THEN 0
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ELSE GREATEST(1, LEAST(${ctx.bins},
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WIDTH_BUCKET(${handleFloatColum(ctx)}, ${ctx.start}, ${ctx.end}, ${ctx.bins}))) - 1
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ELSE GREATEST(1, LEAST(
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${ctx.bins},
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WIDTH_BUCKET(${utils.handleFloatColumn(ctx)}, ${ctx.start}, ${ctx.end}, ${ctx.bins}))) - 1
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END AS bin
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FROM
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(
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@ -24,3 +24,34 @@ module.exports.extractTableNames = function extractTableNames(query) {
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module.exports.getQueryRowCount = function getQueryRowEstimation(query) {
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return 'select CDB_EstimateRowCount(\'' + query + '\') as rows';
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};
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/** Cast the column to epoch */
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module.exports.columnCastTpl = function columnCastTpl(ctx) {
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return `date_part('epoch', ${ctx.column})`;
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};
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/** If the column type is float, ignore any non numeric result (infinity / NaN) */
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module.exports.handleFloatColumn = function handleFloatColumn(ctx) {
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return `${!ctx.isFloatColumn ? `${ctx.column}` :
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`nullif(nullif(nullif(${ctx.column}, 'infinity'::float), '-infinity'::float), 'NaN'::float)`
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}`;
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};
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/** Count NULL appearances */
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module.exports.countNULLs= function countNULLs(ctx) {
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return `sum(CASE WHEN (${ctx.column} IS NULL) THEN 1 ELSE 0 END)`;
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};
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/** Count only infinity (positive and negative) appearances */
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module.exports.countInfinites = function countInfinites(ctx) {
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return `${!ctx.isFloatColumn ? `0` :
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`sum(CASE WHEN (${ctx.column} = 'infinity'::float OR ${ctx.column} = '-infinity'::float) THEN 1 ELSE 0 END)`
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}`;
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};
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/** Count only NaNs appearances*/
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module.exports.countNaNs = function countNaNs(ctx) {
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return `${!ctx.isFloatColumn ? `0` :
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`sum(CASE WHEN (${ctx.column} = 'NaN'::float) THEN 1 ELSE 0 END)`
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}`;
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};
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