'use strict'; var dot = require('dot'); dot.templateSettings.strip = false; function createTemplate (method) { return dot.template([ 'SELECT', 'min({{=it._column}}) min_val,', 'max({{=it._column}}) max_val,', 'avg({{=it._column}}) avg_val,', method, 'FROM ({{=it._sql}}) _table_sql WHERE {{=it._column}} IS NOT NULL', 'AND', ' {{=it._column}} != \'infinity\'::float', 'AND', ' {{=it._column}} != \'-infinity\'::float', 'AND', ' {{=it._column}} != \'NaN\'::float' ].join('\n')); } var methods = { quantiles: 'CDB_QuantileBins(array_agg({{=it._column}}::numeric), {{=it._buckets}}) as quantiles', equal: 'CDB_EqualIntervalBins(array_agg({{=it._column}}::numeric), {{=it._buckets}}) as equal', jenks: 'CDB_JenksBins(array_agg({{=it._column}}::numeric), {{=it._buckets}}) as jenks', headtails: 'CDB_HeadsTailsBins(array_agg({{=it._column}}::numeric), {{=it._buckets}}) as headtails' }; var methodTemplates = Object.keys(methods).reduce(function (methodTemplates, methodName) { methodTemplates[methodName] = createTemplate(methods[methodName]); return methodTemplates; }, {}); methodTemplates.category = dot.template([ 'WITH', 'categories AS (', ' SELECT {{=it._column}} AS category, count(1) AS value, row_number() OVER (ORDER BY count(1) desc) as rank', ' FROM ({{=it._sql}}) _cdb_aggregation_all', ' GROUP BY {{=it._column}}', ' ORDER BY 2 DESC, 1 ASC', '),', 'agg_categories AS (', ' SELECT category', ' FROM categories', ' WHERE rank <= {{=it._buckets}}', ')', 'SELECT array_agg(category) AS category FROM agg_categories' ].join('\n')); var STRATEGY = { SPLIT: 'split', EXACT: 'exact' }; var method2strategy = { headtails: STRATEGY.SPLIT, category: STRATEGY.EXACT }; function PostgresDatasource (psql, query) { this.psql = psql; this.query = query; } PostgresDatasource.prototype.getName = function () { return 'PostgresDatasource'; }; PostgresDatasource.prototype.getRamp = function (column, buckets, method, callback) { if (method && !methodTemplates.hasOwnProperty(method)) { return callback(new Error( 'Invalid method "' + method + '", valid methods: [' + Object.keys(methodTemplates).join(',') + ']' )); } var methodName = method || 'quantiles'; var template = methodTemplates[methodName]; var query = template({ _column: column, _sql: this.query, _buckets: buckets }); this.psql.query(query, function (err, resultSet) { if (err) { return callback(err); } var result = getResult(resultSet); var strategy = method2strategy[methodName]; var ramp = result[methodName] || []; var stats = { min_val: result.min_val, max_val: result.max_val, avg_val: result.avg_val }; // Skip null values from ramp // Generated turbo-carto won't be correct, but better to keep it working than failing // TODO fix cartodb-postgres extension quantification functions ramp = ramp.filter(function (value) { return value !== null; }); if (strategy !== STRATEGY.EXACT) { ramp = ramp.sort(function (a, b) { return a - b; }); } return callback(null, { ramp: ramp, strategy: strategy, stats: stats }); }, true); // use read-only transaction }; function getResult (resultSet) { resultSet = resultSet || {}; var result = resultSet.rows || []; result = result[0] || {}; return result; } module.exports = PostgresDatasource;