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DOC-4039: add TCEs to the query pages - reissue (#2846)
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139
doctests/query-agg.js
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139
doctests/query-agg.js
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// EXAMPLE: query_agg
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// HIDE_START
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import assert from 'node:assert';
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import fs from 'node:fs';
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import { createClient } from 'redis';
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import { SchemaFieldTypes, AggregateSteps, AggregateGroupByReducers } from '@redis/search';
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const client = createClient();
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await client.connect().catch(console.error);
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// create index
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await client.ft.create('idx:bicycle', {
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'$.condition': {
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type: SchemaFieldTypes.TAG,
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AS: 'condition'
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},
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'$.price': {
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type: SchemaFieldTypes.NUMERIC,
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AS: 'price'
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}
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}, {
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ON: 'JSON',
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PREFIX: 'bicycle:'
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})
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// load data
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const bicycles = JSON.parse(fs.readFileSync('data/query_em.json', 'utf8'));
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await Promise.all(
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bicycles.map((bicycle, bid) => {
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return client.json.set(`bicycle:${bid}`, '$', bicycle);
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})
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);
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// HIDE_END
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// STEP_START agg1
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const res1 = await client.ft.aggregate('idx:bicycle', '@condition:{new}', {
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LOAD: ['__key', 'price'],
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APPLY: {
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expression: '@price - (@price * 0.1)',
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AS: 'discounted'
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}
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});
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console.log(res1.results.length); // >>> 5
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console.log(res1.results); // >>>
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//[
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// [Object: null prototype] { __key: 'bicycle:0', price: '270' },
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// [Object: null prototype] { __key: 'bicycle:5', price: '810' },
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// [Object: null prototype] { __key: 'bicycle:6', price: '2300' },
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// [Object: null prototype] { __key: 'bicycle:7', price: '430' },
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// [Object: null prototype] { __key: 'bicycle:8', price: '1200' }
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//]
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// REMOVE_START
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assert.strictEqual(res1.results.length, 5);
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// REMOVE_END
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// STEP_END
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// STEP_START agg2
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const res2 = await client.ft.aggregate('idx:bicycle', '*', {
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LOAD: ['@price'],
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STEPS: [{
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type: AggregateSteps.APPLY,
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expression: '@price<1000',
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AS: 'price_category'
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},{
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type: AggregateSteps.GROUPBY,
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properties: '@condition',
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REDUCE:[{
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type: AggregateGroupByReducers.SUM,
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property: '@price_category',
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AS: 'num_affordable'
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}]
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}]
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});
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console.log(res2.results.length); // >>> 3
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console.log(res2.results); // >>>
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//[[Object: null prototype] { condition: 'refurbished', num_affordable: '1' },
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// [Object: null prototype] { condition: 'used', num_affordable: '1' },
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// [Object: null prototype] { condition: 'new', num_affordable: '3' }
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//]
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// REMOVE_START
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assert.strictEqual(res2.results.length, 3);
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// REMOVE_END
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// STEP_END
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// STEP_START agg3
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const res3 = await client.ft.aggregate('idx:bicycle', '*', {
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STEPS: [{
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type: AggregateSteps.APPLY,
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expression: "'bicycle'",
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AS: 'type'
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}, {
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type: AggregateSteps.GROUPBY,
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properties: '@type',
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REDUCE: [{
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type: AggregateGroupByReducers.COUNT,
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property: null,
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AS: 'num_total'
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}]
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}]
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});
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console.log(res3.results.length); // >>> 1
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console.log(res3.results); // >>>
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//[ [Object: null prototype] { type: 'bicycle', num_total: '10' } ]
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// REMOVE_START
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assert.strictEqual(res3.results.length, 1);
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// REMOVE_END
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// STEP_END
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// STEP_START agg4
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const res4 = await client.ft.aggregate('idx:bicycle', '*', {
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LOAD: ['__key'],
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STEPS: [{
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type: AggregateSteps.GROUPBY,
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properties: '@condition',
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REDUCE: [{
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type: AggregateGroupByReducers.TOLIST,
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property: '__key',
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AS: 'bicycles'
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}]
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}]
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});
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console.log(res4.results.length); // >>> 3
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console.log(res4.results); // >>>
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//[[Object: null prototype] {condition: 'refurbished', bicycles: [ 'bicycle:9' ]},
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// [Object: null prototype] {condition: 'used', bicycles: [ 'bicycle:1', 'bicycle:2', 'bicycle:3', 'bicycle:4' ]},
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// [Object: null prototype] {condition: 'new', bicycles: [ 'bicycle:5', 'bicycle:6', 'bicycle:7', 'bicycle:0', 'bicycle:8' ]}]
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// REMOVE_START
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assert.strictEqual(res4.results.length, 3);
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// REMOVE_END
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// STEP_END
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// REMOVE_START
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// destroy index and data
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await client.ft.dropIndex('idx:bicycle', { DD: true });
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await client.disconnect();
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// REMOVE_END
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