Files
FastGPT/deploy/init.mjs
Archer 64f70a41c1 feat: vector integrationTest;feat: ob quantization (#6366)
* feat(vectordb): add OceanBase HNSW quantization (HNSW_SQ/HNSW_BQ) (#6348)

Support OceanBase vector index quantization via VECTOR_VQ_LEVEL:
- 32 (default): hnsw + inner_product
- 8: hnsw_sq + inner_product (2-3x memory savings)
- 1: hnsw_bq + cosine (~15x memory savings)

HNSW_BQ requires cosine distance per OceanBase docs.
Tested on OceanBase 4.3.5.5 (BP5).

Closes #6202

* feat: add test inclusion for vectorDB tests in vitest configuration (#6358)

* feat: add test inclusion for vectorDB tests in vitest configuration

* refactor: update vectorDB README and setup for environment configuration

- Enhanced README to clarify the use of factory pattern for vectorDB integration tests.
- Updated instructions for setting up environment variables from a local file.
- Removed obsolete PG integration test file and adjusted test execution instructions.
- Improved structure explanation for shared test data and factory functions.

* perf: integrationTest

* feat: vector integration

---------

Co-authored-by: ZHANG Yixin <hi.yixinz@gmail.com>
Co-authored-by: Jingchao <alswlx@gmail.com>
2026-02-02 18:48:25 +08:00

227 lines
5.7 KiB
JavaScript

#!/usr/bin/env node
import fs from 'fs';
import path from 'path';
/**
* @enum {String} RegionEnum
*/
const RegionEnum = {
cn: 'cn',
global: 'global'
};
/**
* @enum {String} VectorEnum
*/
const VectorEnum = {
pg: 'pg',
milvus: 'milvus',
zilliz: 'zilliz',
ob: 'ob',
seekdb: 'seekdb'
};
// make sure the cwd
const basePath = process.cwd();
if (!basePath.endsWith('deploy')) {
process.chdir('deploy');
}
/**
* @typedef {{ tag: String, image: {cn: String, global: String} }} ArgItemType
*/
/** format the args
* @type {Record<Services, ArgItemType>}
*/
const args = (() => {
/**
* @type {{tags: Record<Services, string>, images: Record<Services, Record<string, string>>}}
*/
const obj = JSON.parse(fs.readFileSync(path.join(process.cwd(), 'args.json')));
const args = {};
for (const key of Object.keys(obj.tags)) {
args[key] = {
tag: obj.tags[key],
image: {
cn: obj.images.cn[key],
global: obj.images.global[key]
}
};
}
return args;
})();
const vector = {
pg: {
db: '',
config: `\
PG_URL: postgresql://username:password@pg:5432/postgres`,
extra: ''
},
milvus: {
db: '',
config: `\
MILVUS_ADDRESS: http://milvusStandalone:19530
MILVUS_TOKEN: none
`,
extra: ''
},
zilliz: {
db: '',
config: `\
MILVUS_ADDRESS: zilliz_cloud_address
MILVUS_TOKEN: zilliz_cloud_token`,
extra: ''
},
ob: {
db: '',
config: `\
OCEANBASE_URL: mysql://root%40tenantname:tenantpassword@ob:2881/mysql
`,
extra: `\
configs:
init_sql:
name: init_sql
content: |
ALTER SYSTEM SET ob_vector_memory_limit_percentage = 30;
`
},
seekdb: {
db: '',
config: `\
SEEKDB_URL: mysql://root:seekdbpassword@seekdb:2881/mysql
`,
extra: ``
},
};
/**
* replace all ${{}}
* @param {string} source
* @param {RegionEnum} region
* @param {VectorEnum} vec
* @returns {string}
*/
const replace = (source, region, vec) => {
// Match ${{expr}}, capture "expr" inside {{}}
return source.replace(/\$\{\{([^}]*)\}\}/g, (_, expr) => {
// expr: a.b
/**
* @type {String}
*/
const [a, b] = expr.split('.');
if (a === 'vec') {
if (b === 'db') {
return replace(vector[vec].db, region, vec);
} else {
return vector[vec][b];
}
}
if (b === 'tag') {
return args[a].tag;
} else if (b === 'image') {
return args[a].image[region];
}
});
};
{
// read in Vectors
const pg = fs.readFileSync(path.join(process.cwd(), 'templates', 'vector', 'pg.txt'));
vector.pg.db = String(pg);
const milvus = fs.readFileSync(path.join(process.cwd(), 'templates', 'vector', 'milvus.txt'));
vector.milvus.db = String(milvus);
const ob = fs.readFileSync(path.join(process.cwd(), 'templates', 'vector', 'ob.txt'));
vector.ob.db = String(ob);
const seekdb = fs.readFileSync(path.join(process.cwd(), 'templates', 'vector', 'seekdb.txt'));
vector.seekdb.db = String(seekdb);
}
const generateDevFile = async () => {
console.log('generating dev/docker-compose.yml');
// 1. read template
const template = await fs.promises.readFile(
path.join(process.cwd(), 'templates', 'docker-compose.dev.yml'),
'utf8'
);
await Promise.all([
fs.promises.writeFile(
path.join(process.cwd(), 'dev', 'docker-compose.cn.yml'),
replace(template, 'cn')
),
fs.promises.writeFile(
path.join(process.cwd(), 'dev', 'docker-compose.yml'),
replace(template, 'global')
)
]);
console.log('success geenrate dev files');
};
const generateProdFile = async () => {
console.log('generating prod/docker-compose.yml');
const template = await fs.promises.readFile(
path.join(process.cwd(), 'templates', 'docker-compose.prod.yml'),
'utf8'
);
await Promise.all([
fs.promises.writeFile(
path.join(process.cwd(), 'docker', 'cn', 'docker-compose.pg.yml'),
replace(template, 'cn', VectorEnum.pg)
),
fs.promises.writeFile(
path.join(process.cwd(), 'docker', 'global', 'docker-compose.pg.yml'),
replace(template, 'global', VectorEnum.pg)
),
fs.promises.writeFile(
path.join(process.cwd(), 'docker', 'cn', 'docker-compose.milvus.yml'),
replace(template, 'cn', VectorEnum.milvus)
),
fs.promises.writeFile(
path.join(process.cwd(), 'docker', 'global', 'docker-compose.milvus.yml'),
replace(template, 'global', VectorEnum.milvus)
),
fs.promises.writeFile(
path.join(process.cwd(), 'docker', 'cn', 'docker-compose.zilliz.yml'),
replace(template, 'cn', VectorEnum.zilliz)
),
fs.promises.writeFile(
path.join(process.cwd(), 'docker', 'global', 'docker-compose.ziliiz.yml'),
replace(template, 'global', VectorEnum.zilliz)
),
fs.promises.writeFile(
path.join(process.cwd(), 'docker', 'cn', 'docker-compose.oceanbase.yml'),
replace(template, 'cn', VectorEnum.ob)
),
fs.promises.writeFile(
path.join(process.cwd(), 'docker', 'global', 'docker-compose.oceanbase.yml'),
replace(template, 'global', VectorEnum.ob)
),
fs.promises.writeFile(
path.join(process.cwd(), 'docker', 'cn', 'docker-compose.seekdb.yml'),
replace(template, 'cn', VectorEnum.seekdb)
),
fs.promises.writeFile(
path.join(process.cwd(), 'docker', 'global', 'docker-compose.seekdb.yml'),
replace(template, 'global', VectorEnum.seekdb)
)
]);
console.log('success geenrate prod files');
};
await Promise.all([generateDevFile(), generateProdFile()]);
console.log('copy the docker dir to ../document/public');
await fs.promises.cp(
path.join(process.cwd(), 'docker'),
path.join(process.cwd(), '..', 'document', 'public', 'deploy', 'docker'),
{ recursive: true }
);