Files
immich/server/src/repositories/database.repository.ts
Mert 6b1b5054f8 feat(server): separate face search relation (#10371)
* wip

* various fixes

* new migration

* fix test

* add face search entity, update sql

* update e2e

* set storage to external
2024-06-16 19:25:27 +00:00

230 lines
8.0 KiB
TypeScript

import { Inject, Injectable } from '@nestjs/common';
import { InjectDataSource } from '@nestjs/typeorm';
import AsyncLock from 'async-lock';
import semver from 'semver';
import { getVectorExtension } from 'src/database.config';
import {
DatabaseExtension,
DatabaseLock,
EXTENSION_NAMES,
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<string | undefined> {
const res = await this.dataSource.query(`SELECT extversion FROM pg_extension WHERE extname = $1`, [extension]);
return res[0]?.['extversion'];
}
async getAvailableExtensionVersion(extension: DatabaseExtension): Promise<string | undefined> {
const res = await this.dataSource.query(
`
SELECT version FROM pg_available_extension_versions
WHERE name = $1 AND installed = false
ORDER BY version DESC`,
[extension],
);
return res[0]?.['version'];
}
async getPostgresVersion(): Promise<string> {
const [{ server_version: version }] = await this.dataSource.query(`SHOW server_version`);
return version;
}
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 '${version}'` : ''}`);
}
async updateVectorExtension(extension: VectorExtension, targetVersion?: string): Promise<VectorUpdateResult> {
const currentVersion = await this.getExtensionVersion(extension);
if (!currentVersion) {
throw new Error(`${EXTENSION_NAMES[extension]} extension is not installed`);
}
const isVectors = extension === DatabaseExtension.VECTORS;
let restartRequired = false;
await this.dataSource.manager.transaction(async (manager) => {
await this.setSearchPath(manager);
const isSchemaUpgrade = targetVersion && semver.satisfies(targetVersion, '0.1.1 || 0.1.11');
if (isSchemaUpgrade && isVectors) {
await this.updateVectorsSchema(manager, currentVersion);
}
await manager.query(`ALTER EXTENSION ${extension} UPDATE${targetVersion ? ` TO '${targetVersion}'` : ''}`);
if (!isSchemaUpgrade) {
return;
}
if (isVectors) {
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) {
this.logger.warn(`Could not reindex index ${index}. Attempting to auto-fix.`);
const table = index === VectorIndex.CLIP ? 'smart_search' : 'face_search';
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)`);
});
} else {
throw error;
}
}
}
async shouldReindex(name: VectorIndex): Promise<boolean> {
if (getVectorExtension() !== DatabaseExtension.VECTORS) {
return false;
}
try {
const res = await this.dataSource.query(
`
SELECT idx_status
FROM pg_vector_index_stat
WHERE indexname = $1`,
[name],
);
return res[0]?.['idx_status'] === 'UPGRADE';
} catch (error) {
const message: string = (error as any).message;
if (message.includes('index is not existing')) {
return true;
} else if (message.includes('relation "pg_vector_index_stat" does not exist')) {
return false;
}
throw error;
}
}
private async setSearchPath(manager: EntityManager): Promise<void> {
await manager.query(`SET search_path TO "$user", public, vectors`);
}
private async updateVectorsSchema(manager: EntityManager, currentVersion: string): Promise<void> {
await manager.query('CREATE SCHEMA IF NOT EXISTS vectors');
await manager.query(`UPDATE pg_catalog.pg_extension SET extversion = $1 WHERE extname = $2`, [
currentVersion,
DatabaseExtension.VECTORS,
]);
await manager.query('UPDATE pg_catalog.pg_extension SET extrelocatable = true WHERE extname = $1', [
DatabaseExtension.VECTORS,
]);
await manager.query('ALTER EXTENSION vectors SET SCHEMA vectors');
await manager.query('UPDATE pg_catalog.pg_extension SET extrelocatable = false WHERE extname = $1', [
DatabaseExtension.VECTORS,
]);
}
private async getDimSize(table: string, column = 'embedding'): Promise<number> {
const res = await this.dataSource.query(`
SELECT atttypmod as dimsize
FROM pg_attribute f
JOIN pg_class c ON c.oid = f.attrelid
WHERE c.relkind = 'r'::char
AND f.attnum > 0
AND c.relname = '${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]);
}
}