Files
Windshaft-cartodb/lib/cartodb/utils/query-utils.js

231 lines
7.3 KiB
JavaScript

'use strict';
const windshaftUtils = require('windshaft').utils;
module.exports.extractTableNames = function (query) {
return [
'SELECT * FROM CDB_QueryTablesText($windshaft$',
substituteDummyTokens(query),
'$windshaft$) as tablenames'
].join('');
};
module.exports.getQueryActualRowCount = function (query) {
return `select COUNT(*) AS rows FROM (${substituteDummyTokens(query)}) AS __cdb_query`;
};
function getQueryRowEstimation(query) {
return 'select CDB_EstimateRowCount($windshaft$' + substituteDummyTokens(query) + '$windshaft$) as rows';
}
module.exports.getQueryRowEstimation = getQueryRowEstimation;
function getQueryGeometryType(query, geometryColumn) {
return `
SELECT ST_GeometryType(${geometryColumn}) AS geom_type
FROM (${substituteDummyTokens(query)}) AS __cdb_query
WHERE ${geometryColumn} IS NOT NULL
LIMIT 1
`;
}
module.exports.getQueryGeometryType = getQueryGeometryType;
module.exports.getAggregationMetadata = ctx => `
WITH
rowEstimation AS (
${getQueryRowEstimation(ctx.query)}
),
geometryType AS (
${getQueryGeometryType(ctx.query, ctx.geometryColumn)}
)
SELECT
rows AS count,
geom_type AS type
FROM rowEstimation, geometryType;
`;
/** Cast the column to epoch */
module.exports.columnCastTpl = function columnCastTpl(ctx) {
return `date_part('epoch', ${ctx.column})`;
};
/** If the column type is float, ignore any non numeric result (infinity / NaN) */
module.exports.handleFloatColumn = function handleFloatColumn(ctx) {
return `${!ctx.isFloatColumn ? `${ctx.column}` :
`nullif(nullif(nullif(${ctx.column}, 'infinity'::float), '-infinity'::float), 'NaN'::float)`
}`;
};
/** Count NULL appearances */
module.exports.countNULLs = function countNULLs(ctx) {
return `sum(CASE WHEN (${ctx.column} IS NULL) THEN 1 ELSE 0 END)`;
};
/** Count only infinity (positive and negative) appearances */
module.exports.countInfinites = function countInfinites(ctx) {
return `${!ctx.isFloatColumn ? '0' :
`sum(CASE WHEN (${ctx.column} = 'infinity'::float OR ${ctx.column} = '-infinity'::float) THEN 1 ELSE 0 END)`
}`;
};
/** Count only NaNs appearances*/
module.exports.countNaNs = function countNaNs(ctx) {
return `${!ctx.isFloatColumn ? '0' :
`sum(CASE WHEN (${ctx.column} = 'NaN'::float) THEN 1 ELSE 0 END)`
}`;
};
module.exports.getQueryTopCategories = function (query, column, topN, includeNulls = false) {
const where = includeNulls ? '' : `WHERE ${column} IS NOT NULL`;
return `
SELECT ${column} AS category, COUNT(*) AS frequency
FROM (${substituteDummyTokens(query)}) AS __cdb_query
${where}
GROUP BY ${column} ORDER BY 2 DESC
LIMIT ${topN}
`;
};
function columnSelector(columns) {
if (!columns) {
return '*';
}
if (typeof columns === 'string') {
return columns;
}
if (Array.isArray(columns)) {
return columns.map(name => `"${name}"`).join(', ');
}
throw new TypeError(`Bad argument type for columns: ${typeof columns}`);
}
module.exports.getQuerySample = function (query, sampleProb, limit = null, randomSeed = 0.5, columns = null) {
const singleTable = simpleQueryTable(query);
if (singleTable) {
return getTableSample(singleTable.table, columns || singleTable.columns, sampleProb, limit, randomSeed);
}
const limitClause = limit ? `LIMIT ${limit}` : '';
return `
WITH __cdb_rndseed AS (
SELECT setseed(${randomSeed})
)
SELECT ${columnSelector(columns)}
FROM (${substituteDummyTokens(query)}) AS __cdb_query
WHERE random() < ${sampleProb}
${limitClause}
`;
};
function getTableSample(table, columns, sampleProb, limit = null, randomSeed = 0.5) {
const limitClause = limit ? `LIMIT ${limit}` : '';
sampleProb *= 100;
randomSeed *= Math.pow(2, 31) - 1;
return `
SELECT ${columnSelector(columns)}
FROM ${table}
TABLESAMPLE BERNOULLI (${sampleProb}) REPEATABLE (${randomSeed}) ${limitClause}
`;
}
function simpleQueryTable(sql) {
const basicQuery =
/\s*SELECT\s+([\*a-z0-9_,\s]+?)\s+FROM\s+((\"[^"]+\"|[a-z0-9_]+)\.)?(\"[^"]+\"|[a-z0-9_]+)\s*;?\s*/i;
const unwrappedQuery = new RegExp('^' + basicQuery.source + '$', 'i');
// queries for named maps are wrapped like this:
var wrappedQuery = new RegExp(
'^\\s*SELECT\\s+\\*\\s+FROM\\s+\\(' +
basicQuery.source +
'\\)\\s+AS\\s+wrapped_query\\s+WHERE\\s+\\d+=1\\s*$',
'i'
);
let match = sql.match(unwrappedQuery);
if (!match) {
match = sql.match(wrappedQuery);
}
if (match) {
const columns = match[1];
const schema = match[3];
const table = match[4];
return { table: schema ? `${schema}.${table}` : table, columns };
}
return false;
}
module.exports.getMaxMinColumnQuery = function (query, column = 'cartodb_id') {
return `
SELECT
min(${column}) AS min_id,
max(${column}) AS max_id,
(max(${column}) - min(${column})) AS id_span
FROM (${query}) _cdb_metadata_max_min;
`;
};
module.exports.getSampleValuesFromRange = function getSampleValuesFromRange (min, span, limit) {
const sample = new Set();
limit = limit < span ? limit : span;
while (sample.size < limit) {
sample.add(Math.floor(min + Math.random() * span));
}
return Array.from(sample);
};
module.exports.getSampleFromIdsQuery = function (query, ids, columns, column = 'cartodb_id') {
return `
SELECT
${columnSelector(columns)}
FROM (${query}) _cdb_metadata_sample
WHERE ${column} IN (${ids.join(',')})
`;
};
function getQueryLimited(query, limit = 0) {
return `
SELECT *
FROM (${substituteDummyTokens(query)}) AS __cdb_query
LIMIT ${limit}
`;
}
function queryPromise(dbConnection, query) {
return new Promise((resolve, reject) => {
dbConnection.query(query, (err, res) => err ? reject(err) : resolve(res));
});
}
function substituteDummyTokens(sql) {
return subsituteTokensForZoom(sql, 0);
}
function subsituteTokensForZoom(sql, zoom) {
if (!sql) {
return undefined;
}
const affectedTableRegexCache = {
bbox: /!bbox!/g,
scale_denominator: /!scale_denominator!/g,
pixel_width: /!pixel_width!/g,
pixel_height: /!pixel_height!/g
};
const webmercator = new windshaftUtils.WebMercatorHelper();
const resolution = webmercator.getResolution({ z : zoom });
const scaleDenominator = resolution.dividedBy(0.00028);
// We always use the whole world as the bbox
const extent = webmercator.getExtent({ x : 0, y : 0, z : 0 });
return sql
.replace(affectedTableRegexCache.bbox,
`ST_MakeEnvelope(${extent.xmin}, ${extent.ymin}, ${extent.xmax}, ${extent.ymax}, 3857)`)
.replace(affectedTableRegexCache.scale_denominator, scaleDenominator)
.replace(affectedTableRegexCache.pixel_width, resolution)
.replace(affectedTableRegexCache.pixel_height, resolution);
}
module.exports.queryPromise = queryPromise;
module.exports.getQueryLimited = getQueryLimited;
module.exports.substituteDummyTokens = substituteDummyTokens;
module.exports.subsituteTokensForZoom = subsituteTokensForZoom;