The open and composable observability and data visualization platform. Visualize metrics, logs, and traces from multiple sources like Prometheus, Loki, Elasticsearch, InfluxDB, Postgres and many more.
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grafana/public/app/plugins/datasource/postgres/postgres_query.ts

285 lines
7.4 KiB

import _ from 'lodash';
export default class PostgresQuery {
target: any;
templateSrv: any;
scopedVars: any;
/** @ngInject */
constructor(target, templateSrv?, scopedVars?) {
this.target = target;
this.templateSrv = templateSrv;
this.scopedVars = scopedVars;
target.format = target.format || 'time_series';
target.timeColumn = target.timeColumn || 'time';
target.metricColumn = target.metricColumn || 'none';
target.group = target.group || [];
target.where = target.where || [{ type: 'macro', name: '$__timeFilter', params: [] }];
target.select = target.select || [[{ type: 'column', params: ['value'] }]];
// handle pre query gui panels gracefully
if (!('rawQuery' in this.target)) {
if ('rawSql' in target) {
// pre query gui panel
target.rawQuery = true;
} else {
// new panel
target.rawQuery = false;
}
}
// give interpolateQueryStr access to this
this.interpolateQueryStr = this.interpolateQueryStr.bind(this);
}
// remove identifier quoting from identifier to use in metadata queries
unquoteIdentifier(value) {
if (value[0] === '"' && value[value.length - 1] === '"') {
return value.substring(1, value.length - 1).replace('""', '"');
} else {
return value;
}
}
quoteIdentifier(value) {
return '"' + value.replace('"', '""') + '"';
}
quoteLiteral(value) {
return "'" + this.escapeLiteral(value) + "'";
}
escapeLiteral(value) {
return value.replace("'", "''");
}
hasTimeGroup() {
return _.find(this.target.group, (g: any) => g.type === 'time');
}
hasMetricColumn() {
return this.target.metricColumn !== 'none';
}
interpolateQueryStr(value, variable, defaultFormatFn) {
// if no multi or include all do not regexEscape
if (!variable.multi && !variable.includeAll) {
return this.escapeLiteral(value);
}
if (typeof value === 'string') {
return this.quoteLiteral(value);
}
let escapedValues = _.map(value, this.quoteLiteral);
return '(' + escapedValues.join(',') + ')';
}
render(interpolate?) {
let target = this.target;
// new query with no table set yet
if (!this.target.rawQuery && !('table' in this.target)) {
return '';
}
if (!target.rawQuery) {
target.rawSql = this.buildQuery();
}
if (interpolate) {
return this.templateSrv.replace(target.rawSql, this.scopedVars, this.interpolateQueryStr);
} else {
return target.rawSql;
}
}
hasUnixEpochTimecolumn() {
return ['int4', 'int8', 'float4', 'float8', 'numeric'].indexOf(this.target.timeColumnType) > -1;
}
buildTimeColumn(alias = true) {
let timeGroup = this.hasTimeGroup();
let query;
let macro = '$__timeGroup';
if (timeGroup) {
let args;
if (timeGroup.params.length > 1 && timeGroup.params[1] !== 'none') {
args = timeGroup.params.join(',');
} else {
args = timeGroup.params[0];
}
if (this.hasUnixEpochTimecolumn()) {
macro = '$__unixEpochGroup';
}
if (alias) {
macro += 'Alias';
}
query = macro + '(' + this.target.timeColumn + ',' + args + ')';
} else {
query = this.target.timeColumn;
if (alias) {
query += ' AS "time"';
}
}
return query;
}
buildMetricColumn() {
if (this.hasMetricColumn()) {
return this.target.metricColumn + ' AS metric';
}
return '';
}
buildValueColumns() {
let query = '';
for (let column of this.target.select) {
query += ',\n ' + this.buildValueColumn(column);
}
return query;
}
buildValueColumn(column) {
let query = '';
let columnName = _.find(column, (g: any) => g.type === 'column');
query = columnName.params[0];
let aggregate = _.find(column, (g: any) => g.type === 'aggregate' || g.type === 'percentile');
let windows = _.find(column, (g: any) => g.type === 'window' || g.type === 'moving_window');
if (aggregate) {
let func = aggregate.params[0];
switch (aggregate.type) {
case 'aggregate':
if (func === 'first' || func === 'last') {
query = func + '(' + query + ',' + this.target.timeColumn + ')';
} else {
query = func + '(' + query + ')';
}
break;
case 'percentile':
query = func + '(' + aggregate.params[1] + ') WITHIN GROUP (ORDER BY ' + query + ')';
break;
}
}
if (windows) {
let overParts = [];
if (this.hasMetricColumn()) {
overParts.push('PARTITION BY ' + this.target.metricColumn);
}
overParts.push('ORDER BY ' + this.buildTimeColumn(false));
let over = overParts.join(' ');
let curr: string;
let prev: string;
switch (windows.type) {
case 'window':
switch (windows.params[0]) {
case 'increase':
curr = query;
prev = 'lag(' + curr + ') OVER (' + over + ')';
query = '(CASE WHEN ' + curr + ' >= ' + prev + ' THEN ' + curr + ' - ' + prev + ' ELSE ' + curr + ' END)';
break;
case 'rate':
let timeColumn = this.target.timeColumn;
if (aggregate) {
timeColumn = 'min(' + timeColumn + ')';
}
curr = query;
prev = 'lag(' + curr + ') OVER (' + over + ')';
query = '(CASE WHEN ' + curr + ' >= ' + prev + ' THEN ' + curr + ' - ' + prev + ' ELSE ' + curr + ' END)';
query += '/extract(epoch from ' + timeColumn + ' - lag(' + timeColumn + ') OVER (' + over + '))';
break;
default:
query = windows.params[0] + '(' + query + ') OVER (' + over + ')';
break;
}
break;
case 'moving_window':
query = windows.params[0] + '(' + query + ') OVER (' + over + ' ROWS ' + windows.params[1] + ' PRECEDING)';
break;
}
}
let alias = _.find(column, (g: any) => g.type === 'alias');
if (alias) {
query += ' AS ' + this.quoteIdentifier(alias.params[0]);
}
return query;
}
buildWhereClause() {
let query = '';
let conditions = _.map(this.target.where, (tag, index) => {
switch (tag.type) {
case 'macro':
return tag.name + '(' + this.target.timeColumn + ')';
break;
case 'expression':
return tag.params.join(' ');
break;
}
});
if (conditions.length > 0) {
query = '\nWHERE\n ' + conditions.join(' AND\n ');
}
return query;
}
buildGroupClause() {
let query = '';
let groupSection = '';
for (let i = 0; i < this.target.group.length; i++) {
let part = this.target.group[i];
if (i > 0) {
groupSection += ', ';
}
if (part.type === 'time') {
groupSection += '1';
} else {
groupSection += part.params[0];
}
}
if (groupSection.length) {
query = '\nGROUP BY ' + groupSection;
if (this.hasMetricColumn()) {
query += ',2';
}
}
return query;
}
buildQuery() {
let query = 'SELECT';
query += '\n ' + this.buildTimeColumn();
if (this.hasMetricColumn()) {
query += ',\n ' + this.buildMetricColumn();
}
query += this.buildValueColumns();
query += '\nFROM ' + this.target.table;
query += this.buildWhereClause();
query += this.buildGroupClause();
query += '\nORDER BY 1';
return query;
}
}