Files
immich/server/src/repositories/database.repository.ts
Mert d5b23373c7 refactor(server): startup checks for vector extension (#11559)
* update update logic

refactor

* update tests

* get version range through repo method, make tests more static

* move "should work" test
2024-08-05 21:00:25 -04:00

243 lines
8.9 KiB
TypeScript

import { Inject, Injectable } from '@nestjs/common';
import { InjectDataSource } from '@nestjs/typeorm';
import AsyncLock from 'async-lock';
import semver from 'semver';
import { POSTGRES_VERSION_RANGE, VECTOR_VERSION_RANGE, VECTORS_VERSION_RANGE } from 'src/constants';
import { getVectorExtension } from 'src/database.config';
import {
DatabaseExtension,
DatabaseLock,
EXTENSION_NAMES,
ExtensionVersion,
IDatabaseRepository,
VectorExtension,
VectorIndex,
VectorUpdateResult,
} from 'src/interfaces/database.interface';
import { ILoggerRepository } from 'src/interfaces/logger.interface';
import { Instrumentation } from 'src/utils/instrumentation';
import { isValidInteger } from 'src/validation';
import { DataSource, EntityManager, QueryRunner } from 'typeorm';
@Instrumentation()
@Injectable()
export class DatabaseRepository implements IDatabaseRepository {
readonly asyncLock = new AsyncLock();
constructor(
@InjectDataSource() private dataSource: DataSource,
@Inject(ILoggerRepository) private logger: ILoggerRepository,
) {
this.logger.setContext(DatabaseRepository.name);
}
async getExtensionVersion(extension: DatabaseExtension): Promise<ExtensionVersion> {
const [res]: ExtensionVersion[] = await this.dataSource.query(
`SELECT default_version as "availableVersion", installed_version as "installedVersion"
FROM pg_available_extensions
WHERE name = $1`,
[extension],
);
return res ?? { availableVersion: null, installedVersion: null };
}
getExtensionVersionRange(extension: VectorExtension): string {
return extension === DatabaseExtension.VECTORS ? VECTORS_VERSION_RANGE : VECTOR_VERSION_RANGE;
}
async getPostgresVersion(): Promise<string> {
const [{ server_version: version }] = await this.dataSource.query(`SHOW server_version`);
return version;
}
getPostgresVersionRange(): string {
return POSTGRES_VERSION_RANGE;
}
async createExtension(extension: DatabaseExtension): Promise<void> {
await this.dataSource.query(`CREATE EXTENSION IF NOT EXISTS ${extension}`);
}
async updateExtension(extension: DatabaseExtension, version?: string): Promise<void> {
await this.dataSource.query(`ALTER EXTENSION ${extension} UPDATE${version ? ` TO '${version}'` : ''}`);
}
async updateVectorExtension(extension: VectorExtension, targetVersion?: string): Promise<VectorUpdateResult> {
const { availableVersion, installedVersion } = await this.getExtensionVersion(extension);
if (!installedVersion) {
throw new Error(`${EXTENSION_NAMES[extension]} extension is not installed`);
}
if (!availableVersion) {
throw new Error(`No available version for ${EXTENSION_NAMES[extension]} extension`);
}
targetVersion ??= availableVersion;
const isVectors = extension === DatabaseExtension.VECTORS;
let restartRequired = false;
await this.dataSource.manager.transaction(async (manager) => {
await this.setSearchPath(manager);
if (isVectors && installedVersion === '0.1.1') {
await this.setExtVersion(manager, DatabaseExtension.VECTORS, '0.1.11');
}
const isSchemaUpgrade = semver.satisfies(installedVersion, '0.1.1 || 0.1.11');
if (isSchemaUpgrade && isVectors) {
await this.updateVectorsSchema(manager);
}
await manager.query(`ALTER EXTENSION ${extension} UPDATE TO '${targetVersion}'`);
const diff = semver.diff(installedVersion, targetVersion);
if (isVectors && diff && ['minor', 'major'].includes(diff)) {
await manager.query('SELECT pgvectors_upgrade()');
restartRequired = true;
} else {
await this.reindex(VectorIndex.CLIP);
await this.reindex(VectorIndex.FACE);
}
});
return { restartRequired };
}
async reindex(index: VectorIndex): Promise<void> {
try {
await this.dataSource.query(`REINDEX INDEX ${index}`);
} catch (error) {
if (getVectorExtension() !== DatabaseExtension.VECTORS) {
throw error;
}
this.logger.warn(`Could not reindex index ${index}. Attempting to auto-fix.`);
const table = await this.getIndexTable(index);
const dimSize = await this.getDimSize(table);
await this.dataSource.manager.transaction(async (manager) => {
await this.setSearchPath(manager);
await manager.query(`DROP INDEX IF EXISTS ${index}`);
await manager.query(`ALTER TABLE ${table} ALTER COLUMN embedding SET DATA TYPE real[]`);
await manager.query(`ALTER TABLE ${table} ALTER COLUMN embedding SET DATA TYPE vector(${dimSize})`);
await manager.query(`SET vectors.pgvector_compatibility=on`);
await manager.query(`
CREATE INDEX IF NOT EXISTS ${index} ON ${table}
USING hnsw (embedding vector_cosine_ops)
WITH (ef_construction = 300, m = 16)`);
});
}
}
async shouldReindex(name: VectorIndex): Promise<boolean> {
if (getVectorExtension() !== DatabaseExtension.VECTORS) {
return false;
}
try {
const query = `SELECT idx_status FROM pg_vector_index_stat WHERE indexname = $1`;
const res = await this.dataSource.query(query, [name]);
return res[0]?.['idx_status'] === 'UPGRADE';
} catch (error) {
const message: string = (error as any).message;
if (message.includes('index is not existing')) {
return true;
} else if (message.includes('relation "pg_vector_index_stat" does not exist')) {
return false;
}
throw error;
}
}
private async setSearchPath(manager: EntityManager): Promise<void> {
await manager.query(`SET search_path TO "$user", public, vectors`);
}
private async setExtVersion(manager: EntityManager, extName: DatabaseExtension, version: string): Promise<void> {
const query = `UPDATE pg_catalog.pg_extension SET extversion = $1 WHERE extname = $2`;
await manager.query(query, [version, extName]);
}
private async getIndexTable(index: VectorIndex): Promise<string> {
const tableQuery = `SELECT relname FROM pg_stat_all_indexes WHERE indexrelname = $1`;
const [res]: { relname: string | null }[] = await this.dataSource.manager.query(tableQuery, [index]);
const table = res?.relname;
if (!table) {
throw new Error(`Could not find table for index ${index}`);
}
return table;
}
private async updateVectorsSchema(manager: EntityManager): Promise<void> {
const extension = DatabaseExtension.VECTORS;
await manager.query(`CREATE SCHEMA IF NOT EXISTS ${extension}`);
await manager.query('UPDATE pg_catalog.pg_extension SET extrelocatable = true WHERE extname = $1', [extension]);
await manager.query('ALTER EXTENSION vectors SET SCHEMA vectors');
await manager.query('UPDATE pg_catalog.pg_extension SET extrelocatable = false WHERE extname = $1', [extension]);
}
private async getDimSize(table: string, column = 'embedding'): Promise<number> {
const res = await this.dataSource.query(`
SELECT atttypmod as dimsize
FROM pg_attribute f
JOIN pg_class c ON c.oid = f.attrelid
WHERE c.relkind = 'r'::char
AND f.attnum > 0
AND c.relname = '${table}'
AND f.attname = '${column}'`);
const dimSize = res[0]['dimsize'];
if (!isValidInteger(dimSize, { min: 1, max: 2 ** 16 })) {
throw new Error(`Could not retrieve dimension size`);
}
return dimSize;
}
async runMigrations(options?: { transaction?: 'all' | 'none' | 'each' }): Promise<void> {
await this.dataSource.runMigrations(options);
}
async withLock<R>(lock: DatabaseLock, callback: () => Promise<R>): Promise<R> {
let res;
await this.asyncLock.acquire(DatabaseLock[lock], async () => {
const queryRunner = this.dataSource.createQueryRunner();
try {
await this.acquireLock(lock, queryRunner);
res = await callback();
} finally {
try {
await this.releaseLock(lock, queryRunner);
} finally {
await queryRunner.release();
}
}
});
return res as R;
}
async tryLock(lock: DatabaseLock): Promise<boolean> {
const queryRunner = this.dataSource.createQueryRunner();
return await this.acquireTryLock(lock, queryRunner);
}
isBusy(lock: DatabaseLock): boolean {
return this.asyncLock.isBusy(DatabaseLock[lock]);
}
async wait(lock: DatabaseLock): Promise<void> {
await this.asyncLock.acquire(DatabaseLock[lock], () => {});
}
private async acquireLock(lock: DatabaseLock, queryRunner: QueryRunner): Promise<void> {
return queryRunner.query('SELECT pg_advisory_lock($1)', [lock]);
}
private async acquireTryLock(lock: DatabaseLock, queryRunner: QueryRunner): Promise<boolean> {
const lockResult = await queryRunner.query('SELECT pg_try_advisory_lock($1)', [lock]);
return lockResult[0].pg_try_advisory_lock;
}
private async releaseLock(lock: DatabaseLock, queryRunner: QueryRunner): Promise<void> {
return queryRunner.query('SELECT pg_advisory_unlock($1)', [lock]);
}
}