var _ = require('underscore'); var TableNameParser = require('./table_name_parser'); var BBoxFilter = require('../models/filter/bbox'); var AnalysisFilter = require('../models/filter/analysis'); // Minimim number of filtered rows to use overviews var FILTER_MIN_ROWS = 65536; // Maximum filtered fraction to not apply overviews var FILTER_MAX_FRACTION = 0.2; function apply_filters_to_query(query, filters, bbox_filter) { if ( filters && !_.isEmpty(filters)) { var analysisFilter = new AnalysisFilter(filters); query = analysisFilter.sql(query); } if ( bbox_filter ) { var bboxFilter = new BBoxFilter(bbox_filter.options, bbox_filter.params); query = bboxFilter.sql(query); } return query; } function OverviewsQueryRewriter(options) { this.options = options; } module.exports = OverviewsQueryRewriter; // TODO: some names are introudced in the queries, and the // '_vovw_' (for vector overviews) is used in them, but no check // is performed for conflicts with existing identifiers in the query. // Build UNION expression to replace table, using overviews metadata // overviews metadata: { 1: 'table_ov1', ... } // assume table and overview names include schema if necessary and are quoted as needed function overviews_view_for_table(table, overviews_metadata, indent) { var condition, i, len, ov_table, overview_layers, selects, z_hi, z_lo; var parsed_table = TableNameParser.parse(table); var sorted_overviews = []; // [[1, 'table_ov1'], ...] indent = indent || ' '; for (var z in overviews_metadata) { if (overviews_metadata.hasOwnProperty(z) && z !== 'schema') { sorted_overviews.push([z, overviews_metadata[z].table]); } } sorted_overviews.sort(function(a, b){ return a[0]-b[0]; }); overview_layers = []; z_lo = null; for (i = 0, len = sorted_overviews.length; i < len; i++) { z_hi = parseInt(sorted_overviews[i][0]); ov_table = sorted_overviews[i][1]; overview_layers.push([overview_z_condition(z_lo, z_hi), ov_table]); z_lo = z_hi; } overview_layers.push(["_vovw_z > " + z_lo, table]); selects = overview_layers.map(function(condition_table) { condition = condition_table[0]; ov_table = TableNameParser.parse(condition_table[1]); ov_table.schema = ov_table.schema || parsed_table.schema; var ov_identifier = TableNameParser.table_identifier(ov_table); return indent + "SELECT * FROM " + ov_identifier + ", _vovw_scale WHERE " + condition; }); return selects.join("\n"+indent+"UNION ALL\n"); } function overview_z_condition(z_lo, z_hi) { if (z_lo !== null) { if (z_lo === z_hi - 1) { return "_vovw_z = " + z_hi; } else { return "_vovw_z > " + z_lo + " AND _vovw_z <= " + z_hi; } } else { if (z_hi === 0) { return "_vovw_z = " + z_hi; } else { return "_vovw_z <= " + z_hi; } } } // name to be used for the view of the table using overviews function overviews_view_name(table) { var parsed_table = TableNameParser.parse(table); parsed_table.table = '_vovw_' + parsed_table.table; parsed_table.schema = null; return TableNameParser.table_identifier(parsed_table); } // replace a table name in a query by anoter name function replace_table_in_query(sql, old_table_name, replacement) { var old_table = TableNameParser.parse(old_table_name); var old_table_ident = TableNameParser.table_identifier(old_table); // regular expression prefix (beginning) to match a table name function pattern_prefix(schema, identifier) { if ( schema ) { // to match a table name including schema prefix // name should not be part of another name, so we require // to start a at a word boundary if ( identifier[0] !== '"' ) { return '\\b'; } else { return ''; } } else { // to match a table name without schema // name should not begin right after a dot (i.e. have a explicit schema) // nor be part of another name // since the pattern matches the first character of the table // it must be put back in the replacement text replacement = '$01'+replacement; return '([^\.a-z0-9_]|^)'; } } // regular expression suffix (ending) to match a table name function pattern_suffix(identifier) { // name shouldn't be the prefix of a longer name if ( identifier[identifier.length-1] !== '"' ) { return '\\b'; } else { return ''; } } // regular expression to match a table name var regexp = pattern_prefix(old_table.schema, old_table_ident) + old_table_ident + pattern_suffix(old_table_ident); // replace all occurrences of the table pattern return sql.replace(new RegExp(regexp, 'g'), replacement); } function replace_table_in_query_with_schema(query, table, schema, replacement) { if ( replacement ) { query = replace_table_in_query(query, table, replacement); var parsed_table = TableNameParser.parse(table); if (!parsed_table.schema && schema) { // replace also the qualified table name, if the table wasn't qualified parsed_table.schema = schema; table = TableNameParser.table_identifier(parsed_table); query = replace_table_in_query(query, table, replacement); } } return query; } // Build query to use overviews for a variant zoom level (given by a expression to // be evaluated by the database server) function overviews_query_with_zoom_expression(query, overviews, zoom_level_expression) { var replaced_query = query; var sql = "WITH\n _vovw_scale AS ( SELECT " + zoom_level_expression + " AS _vovw_z )"; var replacement; _.each(Object.keys(overviews), function(table) { var table_overviews = overviews[table]; var table_view = overviews_view_name(table); var schema = table_overviews.schema; replacement = "(\n" + overviews_view_for_table(table, table_overviews) + "\n ) AS " + table_view; replaced_query = replace_table_in_query_with_schema(replaced_query, table, schema, replacement); }); if ( replaced_query !== query ) { sql += "\n"; sql += replaced_query; } else { sql = query; } return sql; } // Build query to use overviews for a specific zoom level value function overviews_query_with_definite_zoom(query, overviews, zoom_level) { var replaced_query = query; var replacement; _.each(Object.keys(overviews), function(table) { var table_overviews = overviews[table]; var schema = table_overviews.schema; replacement = overview_table_for_zoom_level(table_overviews, zoom_level); replaced_query = replace_table_in_query_with_schema(replaced_query, table, schema, replacement); }); return replaced_query; } // Find a suitable overview table for a specific zoom_level function overview_table_for_zoom_level(table_overviews, zoom_level) { var overview_table; if ( table_overviews ) { overview_table = table_overviews[zoom_level]; if ( !overview_table ) { _.every(Object.keys(table_overviews).sort(function(x,y){ return x-y; }), function(overview_zoom) { if ( +overview_zoom > +zoom_level ) { overview_table = table_overviews[overview_zoom]; return false; } else { return true; } }); } } if ( overview_table ) { overview_table = overview_table.table; } return overview_table; } // Transform an SQL query so that it uses overviews. // // For a given query `SELECT * FROM table`, if any of tables in it // has overviews as defined by the provided metadat, the query will // be transform into something similar to this: // // WITH _vovw_scale AS ( ... ), -- define scale level // SELECT * FROM -- in the query the table is replaced by: // ( ... ) AS _vovw_table -- a union of overviews and base table // // The data argument has the form: // { // overviews: // overview tables metadata // { 'table-name': {1: { table: 'overview-table-1' }, ... }, ... }, // zoom_level: ..., // optional zoom level // filters: ..., // filters definition // unfiltered_query: ..., // query without the filters // bbox_filter: ... // bounding-box filter // } OverviewsQueryRewriter.prototype.query = function(query, data, options) { options = options || {}; data = data || {}; var overviews = data.overviews; var unfiltered_query = data.unfiltered_query; var filters = data.filters; var bbox_filter = data.bbox_filter; if ( !unfiltered_query ) { unfiltered_query = query; } if ( !should_use_overviews(unfiltered_query, data) ) { return query; } var rewritten_query; var zoom_level_expression = this.options.zoom_level; var zoom_level = zoom_level_for_query(unfiltered_query, zoom_level_expression, options); rewritten_query = overviews_query(unfiltered_query, overviews, zoom_level, zoom_level_expression); if ( rewritten_query === unfiltered_query ) { // could not or didn't need to alter the query rewritten_query = query; } else { rewritten_query = apply_filters_to_query(rewritten_query, filters, bbox_filter); } return rewritten_query; }; function zoom_level_for_query(query, zoom_level_expression, options) { var zoom_level = null; if ( _.has(options, 'zoom_level') ) { zoom_level = options.zoom_level || '0'; } if ( zoom_level === null && !zoom_level_expression ) { zoom_level = '0'; } return zoom_level; } function overviews_query(query, overviews, zoom_level, zoom_level_expression) { if ( zoom_level || zoom_level === '0' || zoom_level === 0 ) { return overviews_query_with_definite_zoom(query, overviews, zoom_level); } else { return overviews_query_with_zoom_expression(query, overviews, zoom_level_expression); } } function should_use_overviews(query, data) { data = data || {}; var use_overviews = data.overviews && is_supported_query(query); if ( use_overviews && data.filters && data.filter_stats ) { var filtered_rows = data.filter_stats.filtered_rows; var unfiltered_rows = data.filter_stats.unfiltered_rows; if ( unfiltered_rows && (filtered_rows || filtered_rows === 0) ) { use_overviews = filtered_rows >= FILTER_MIN_ROWS || (filtered_rows/unfiltered_rows) > FILTER_MAX_FRACTION; } } return use_overviews; } function is_supported_query(sql) { var basic_query = /\s*SELECT\s+[\*a-z0-9_,\s]+?\s+FROM\s+((\"[^"]+\"|[a-z0-9_]+)\.)?(\"[^"]+\"|[a-z0-9_]+)\s*;?\s*/i; var unwrapped_query = new RegExp("^"+basic_query.source+"$", 'i'); // queries for named maps are wrapped like this: var wrapped_query = new RegExp( "^\\s*SELECT\\s+\\*\\s+FROM\\s+\\(" + basic_query.source + "\\)\\s+AS\\s+wrapped_query\\s+WHERE\\s+\\d+=1\\s*$", 'i' ); return !!(sql.match(unwrapped_query) || sql.match(wrapped_query)); }