Going green: support special float values in aggergation dataview with overviews
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@ -1,14 +1,38 @@
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var BaseOverviewsDataview = require('./base');
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var BaseDataview = require('../aggregation');
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var debug = require('debug')('windshaft:widget:aggregation:overview');
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var dot = require('dot');
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dot.templateSettings.strip = false;
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var filteredQueryTpl = dot.template([
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'filtered_source AS (',
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' SELECT *',
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' FROM ({{=it._query}}) _cdb_filtered_source',
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' {{?it._aggregationColumn}}',
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' WHERE',
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' {{=it._aggregationColumn}} != \'infinity\'::float',
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' AND',
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' {{=it._aggregationColumn}} != \'-infinity\'::float',
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' AND',
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' {{=it._aggregationColumn}} != \'NaN\'::float',
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' {{?}}',
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')'
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].join(' \n'));
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var summaryQueryTpl = dot.template([
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'summary AS (',
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' SELECT',
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' sum(_feature_count) AS count,',
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' sum(CASE WHEN {{=it._column}} IS NULL THEN 1 ELSE 0 END) AS nulls_count',
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' sum(CASE WHEN {{=it._column}} IS NULL THEN 1 ELSE 0 END) AS nulls_count,',
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' sum(',
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' CASE',
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' WHEN {{=it._aggregationColumn}} = \'infinity\'::float OR {{=it._aggregationColumn}} = \'-infinity\'::float',
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' THEN 1',
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' ELSE 0',
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' END',
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' ) AS infinities_count,',
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' sum(CASE WHEN {{=it._aggregationColumn}} = \'NaN\'::float THEN 1 ELSE 0 END) AS nans_count',
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' FROM ({{=it._query}}) _cdb_aggregation_nulls',
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')'
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].join('\n'));
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@ -17,7 +41,7 @@ var rankedCategoriesQueryTpl = dot.template([
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'categories AS(',
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' SELECT {{=it._column}} AS category, {{=it._aggregation}} AS value,',
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' row_number() OVER (ORDER BY {{=it._aggregation}} desc) as rank',
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' FROM ({{=it._query}}) _cdb_aggregation_all',
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' FROM filtered_source',
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' {{?it._aggregationColumn!==null}}WHERE {{=it._aggregationColumn}} IS NOT NULL{{?}}',
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' GROUP BY {{=it._column}}',
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' ORDER BY 2 DESC',
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@ -43,21 +67,23 @@ var categoriesSummaryCountQueryTpl = dot.template([
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].join('\n'));
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var rankedAggregationQueryTpl = dot.template([
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'SELECT CAST(category AS text), value, false as agg, nulls_count, min_val, max_val, count, categories_count',
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'SELECT CAST(category AS text), value, false as agg, nulls_count, min_val, max_val,',
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' count, categories_count, nans_count, infinities_count',
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' FROM categories, summary, categories_summary_min_max, categories_summary_count',
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' WHERE rank < {{=it._limit}}',
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'UNION ALL',
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'SELECT \'Other\' category, sum(value), true as agg, nulls_count, min_val, max_val, count, categories_count',
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'SELECT \'Other\' category, sum(value), true as agg, nulls_count, min_val, max_val,',
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' count, categories_count, nans_count, infinities_count',
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' FROM categories, summary, categories_summary_min_max, categories_summary_count',
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' WHERE rank >= {{=it._limit}}',
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'GROUP BY nulls_count, min_val, max_val, count, categories_count'
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'GROUP BY nulls_count, min_val, max_val, count, categories_count, nans_count, infinities_count'
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].join('\n'));
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var aggregationQueryTpl = dot.template([
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'SELECT CAST({{=it._column}} AS text) AS category, {{=it._aggregation}} AS value, false as agg,',
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' nulls_count, min_val, max_val, count, categories_count',
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' nulls_count, min_val, max_val, count, categories_count, nans_count, infinities_count',
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'FROM ({{=it._query}}) _cdb_aggregation_all, summary, categories_summary_min_max, categories_summary_count',
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'GROUP BY category, nulls_count, min_val, max_val, count, categories_count',
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'GROUP BY category, nulls_count, min_val, max_val, count, categories_count, nans_count, infinities_count',
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'ORDER BY value DESC'
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].join('\n'));
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@ -84,21 +110,28 @@ Aggregation.prototype.sql = function(psql, override, callback) {
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}
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var _query = this.rewrittenQuery(this.query);
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var _aggregationColumn = this.aggregation !== 'count' ? this.aggregationColumn : null;
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var aggregationSql;
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if (!!override.ownFilter) {
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aggregationSql = [
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"WITH",
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[
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filteredQueryTpl({
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_query: _query,
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_column: this.column,
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_aggregationColumn: _aggregationColumn
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}),
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summaryQueryTpl({
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_query: _query,
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_column: this.column
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_column: this.column,
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_aggregationColumn: _aggregationColumn
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}),
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rankedCategoriesQueryTpl({
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_query: _query,
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_column: this.column,
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_aggregation: this.getAggregationSql(),
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_aggregationColumn: this.aggregation !== 'count' ? this.aggregationColumn : null
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_aggregationColumn: _aggregationColumn
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}),
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categoriesSummaryMinMaxQueryTpl({
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_query: _query,
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@ -120,15 +153,21 @@ Aggregation.prototype.sql = function(psql, override, callback) {
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aggregationSql = [
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"WITH",
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[
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filteredQueryTpl({
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_query: _query,
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_column: this.column,
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_aggregationColumn: _aggregationColumn
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}),
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summaryQueryTpl({
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_query: _query,
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_column: this.column
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_column: this.column,
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_aggregationColumn: _aggregationColumn
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}),
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rankedCategoriesQueryTpl({
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_query: _query,
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_column: this.column,
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_aggregation: this.getAggregationSql(),
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_aggregationColumn: this.aggregation !== 'count' ? this.aggregationColumn : null
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_aggregationColumn: _aggregationColumn
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}),
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categoriesSummaryMinMaxQueryTpl({
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_query: _query,
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@ -147,6 +186,8 @@ Aggregation.prototype.sql = function(psql, override, callback) {
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].join('\n');
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}
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debug(aggregationSql);
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return callback(null, aggregationSql);
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};
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