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node-redis/packages/search/lib/commands/CREATE.spec.ts
Avital Fine 4683e969b8 Support Vector Similarity (#1785)
* ft.alter

* support paramas

* remove only and skip

* merge

* fix imports

* add Vector field

* update version

* push attributes

* typo

* test

* version check

* remove .only

* remove unued import

* add support for DIALECT

* clean code

Co-authored-by: Avital-Fine <avital.fine@redis.com>
Co-authored-by: leibale <leibale1998@gmail.com>
2022-03-31 07:13:06 -04:00

395 lines
14 KiB
TypeScript

import { strict as assert } from 'assert';
import testUtils, { GLOBAL } from '../test-utils';
import { transformArguments } from './CREATE';
import { SchemaFieldTypes, SchemaTextFieldPhonetics, RedisSearchLanguages, VectorAlgorithms } from '.';
describe('CREATE', () => {
describe('transformArguments', () => {
it('simple', () => {
assert.deepEqual(
transformArguments('index', {}),
['FT.CREATE', 'index', 'SCHEMA']
);
});
describe('with fields', () => {
describe('TEXT', () => {
it('without options', () => {
assert.deepEqual(
transformArguments('index', {
field: SchemaFieldTypes.TEXT
}),
['FT.CREATE', 'index', 'SCHEMA', 'field', 'TEXT']
);
});
it('with NOSTEM', () => {
assert.deepEqual(
transformArguments('index', {
field: {
type: SchemaFieldTypes.TEXT,
NOSTEM: true
}
}),
['FT.CREATE', 'index', 'SCHEMA', 'field', 'TEXT', 'NOSTEM']
);
});
it('with WEIGHT', () => {
assert.deepEqual(
transformArguments('index', {
field: {
type: SchemaFieldTypes.TEXT,
WEIGHT: 1
}
}),
['FT.CREATE', 'index', 'SCHEMA', 'field', 'TEXT', 'WEIGHT', '1']
);
});
it('with PHONETIC', () => {
assert.deepEqual(
transformArguments('index', {
field: {
type: SchemaFieldTypes.TEXT,
PHONETIC: SchemaTextFieldPhonetics.DM_EN
}
}),
['FT.CREATE', 'index', 'SCHEMA', 'field', 'TEXT', 'PHONETIC', SchemaTextFieldPhonetics.DM_EN]
);
});
});
it('NUMERIC', () => {
assert.deepEqual(
transformArguments('index', {
field: SchemaFieldTypes.NUMERIC
}),
['FT.CREATE', 'index', 'SCHEMA', 'field', 'NUMERIC']
);
});
it('GEO', () => {
assert.deepEqual(
transformArguments('index', {
field: SchemaFieldTypes.GEO
}),
['FT.CREATE', 'index', 'SCHEMA', 'field', 'GEO']
);
});
describe('TAG', () => {
describe('without options', () => {
it('SchemaFieldTypes.TAG', () => {
assert.deepEqual(
transformArguments('index', {
field: SchemaFieldTypes.TAG
}),
['FT.CREATE', 'index', 'SCHEMA', 'field', 'TAG']
);
});
it('{ type: SchemaFieldTypes.TAG }', () => {
assert.deepEqual(
transformArguments('index', {
field: {
type: SchemaFieldTypes.TAG
}
}),
['FT.CREATE', 'index', 'SCHEMA', 'field', 'TAG']
);
});
});
it('with SEPARATOR', () => {
assert.deepEqual(
transformArguments('index', {
field: {
type: SchemaFieldTypes.TAG,
SEPARATOR: 'separator'
}
}),
['FT.CREATE', 'index', 'SCHEMA', 'field', 'TAG', 'SEPARATOR', 'separator']
);
});
it('with CASESENSITIVE', () => {
assert.deepEqual(
transformArguments('index', {
field: {
type: SchemaFieldTypes.TAG,
CASESENSITIVE: true
}
}),
['FT.CREATE', 'index', 'SCHEMA', 'field', 'TAG', 'CASESENSITIVE']
);
});
});
describe('VECTOR', () => {
it('Flat algorithm', () => {
assert.deepEqual(
transformArguments('index', {
field: {
type: SchemaFieldTypes.VECTOR,
ALGORITHM: VectorAlgorithms.FLAT,
TYPE: 'FLOAT32',
DIM: 2,
DISTANCE_METRIC: 'L2',
INITIAL_CAP: 1000000,
BLOCK_SIZE: 1000
}
}),
[
'FT.CREATE', 'index', 'SCHEMA', 'field', 'VECTOR', 'FLAT', '10', 'TYPE',
'FLOAT32', 'DIM', '2', 'DISTANCE_METRIC', 'L2', 'INITIAL_CAP', '1000000',
'BLOCK_SIZE', '1000'
]
);
});
it('HNSW algorithm', () => {
assert.deepEqual(
transformArguments('index', {
field: {
type: SchemaFieldTypes.VECTOR,
ALGORITHM: VectorAlgorithms.HNSW,
TYPE: 'FLOAT32',
DIM: 2,
DISTANCE_METRIC: 'L2',
INITIAL_CAP: 1000000,
M: 40,
EF_CONSTRUCTION: 250,
EF_RUNTIME: 20
}
}),
[
'FT.CREATE', 'index', 'SCHEMA', 'field', 'VECTOR', 'HNSW', '14', 'TYPE',
'FLOAT32', 'DIM', '2', 'DISTANCE_METRIC', 'L2', 'INITIAL_CAP', '1000000',
'M', '40', 'EF_CONSTRUCTION', '250', 'EF_RUNTIME', '20'
]
);
});
});
describe('with generic options', () => {
it('with AS', () => {
assert.deepEqual(
transformArguments('index', {
field: {
type: SchemaFieldTypes.TEXT,
AS: 'as'
}
}),
['FT.CREATE', 'index', 'SCHEMA', 'field', 'AS', 'as', 'TEXT']
);
});
describe('with SORTABLE', () => {
it('true', () => {
assert.deepEqual(
transformArguments('index', {
field: {
type: SchemaFieldTypes.TEXT,
SORTABLE: true
}
}),
['FT.CREATE', 'index', 'SCHEMA', 'field', 'TEXT', 'SORTABLE']
);
});
it('UNF', () => {
assert.deepEqual(
transformArguments('index', {
field: {
type: SchemaFieldTypes.TEXT,
SORTABLE: 'UNF'
}
}),
['FT.CREATE', 'index', 'SCHEMA', 'field', 'TEXT', 'SORTABLE', 'UNF']
);
});
});
it('with NOINDEX', () => {
assert.deepEqual(
transformArguments('index', {
field: {
type: SchemaFieldTypes.TEXT,
NOINDEX: true
}
}),
['FT.CREATE', 'index', 'SCHEMA', 'field', 'TEXT', 'NOINDEX']
);
});
});
});
it('with ON', () => {
assert.deepEqual(
transformArguments('index', {}, {
ON: 'HASH'
}),
['FT.CREATE', 'index', 'ON', 'HASH', 'SCHEMA']
);
});
describe('with PREFIX', () => {
it('string', () => {
assert.deepEqual(
transformArguments('index', {}, {
PREFIX: 'prefix'
}),
['FT.CREATE', 'index', 'PREFIX', '1', 'prefix', 'SCHEMA']
);
});
it('Array', () => {
assert.deepEqual(
transformArguments('index', {}, {
PREFIX: ['1', '2']
}),
['FT.CREATE', 'index', 'PREFIX', '2', '1', '2', 'SCHEMA']
);
});
});
it('with FILTER', () => {
assert.deepEqual(
transformArguments('index', {}, {
FILTER: '@field != ""'
}),
['FT.CREATE', 'index', 'FILTER', '@field != ""', 'SCHEMA']
);
});
it('with LANGUAGE', () => {
assert.deepEqual(
transformArguments('index', {}, {
LANGUAGE: RedisSearchLanguages.ARABIC
}),
['FT.CREATE', 'index', 'LANGUAGE', RedisSearchLanguages.ARABIC, 'SCHEMA']
);
});
it('with LANGUAGE_FIELD', () => {
assert.deepEqual(
transformArguments('index', {}, {
LANGUAGE_FIELD: '@field'
}),
['FT.CREATE', 'index', 'LANGUAGE_FIELD', '@field', 'SCHEMA']
);
});
it('with SCORE', () => {
assert.deepEqual(
transformArguments('index', {}, {
SCORE: 1
}),
['FT.CREATE', 'index', 'SCORE', '1', 'SCHEMA']
);
});
it('with SCORE_FIELD', () => {
assert.deepEqual(
transformArguments('index', {}, {
SCORE_FIELD: '@field'
}),
['FT.CREATE', 'index', 'SCORE_FIELD', '@field', 'SCHEMA']
);
});
it('with MAXTEXTFIELDS', () => {
assert.deepEqual(
transformArguments('index', {}, {
MAXTEXTFIELDS: true
}),
['FT.CREATE', 'index', 'MAXTEXTFIELDS', 'SCHEMA']
);
});
it('with TEMPORARY', () => {
assert.deepEqual(
transformArguments('index', {}, {
TEMPORARY: 1
}),
['FT.CREATE', 'index', 'TEMPORARY', '1', 'SCHEMA']
);
});
it('with NOOFFSETS', () => {
assert.deepEqual(
transformArguments('index', {}, {
NOOFFSETS: true
}),
['FT.CREATE', 'index', 'NOOFFSETS', 'SCHEMA']
);
});
it('with NOHL', () => {
assert.deepEqual(
transformArguments('index', {}, {
NOHL: true
}),
['FT.CREATE', 'index', 'NOHL', 'SCHEMA']
);
});
it('with NOFIELDS', () => {
assert.deepEqual(
transformArguments('index', {}, {
NOFIELDS: true
}),
['FT.CREATE', 'index', 'NOFIELDS', 'SCHEMA']
);
});
it('with NOFREQS', () => {
assert.deepEqual(
transformArguments('index', {}, {
NOFREQS: true
}),
['FT.CREATE', 'index', 'NOFREQS', 'SCHEMA']
);
});
it('with SKIPINITIALSCAN', () => {
assert.deepEqual(
transformArguments('index', {}, {
SKIPINITIALSCAN: true
}),
['FT.CREATE', 'index', 'SKIPINITIALSCAN', 'SCHEMA']
);
});
describe('with STOPWORDS', () => {
it('string', () => {
assert.deepEqual(
transformArguments('index', {}, {
STOPWORDS: 'stopword'
}),
['FT.CREATE', 'index', 'STOPWORDS', '1', 'stopword', 'SCHEMA']
);
});
it('Array', () => {
assert.deepEqual(
transformArguments('index', {}, {
STOPWORDS: ['1', '2']
}),
['FT.CREATE', 'index', 'STOPWORDS', '2', '1', '2', 'SCHEMA']
);
});
});
});
testUtils.testWithClient('client.ft.create', async client => {
assert.equal(
await client.ft.create('index', {
field: SchemaFieldTypes.TEXT
}),
'OK'
);
}, GLOBAL.SERVERS.OPEN);
});