feat(chroma): 新增 Chroma 向量库连接支持

- 后端新增 Chroma REST 连接、元数据浏览、JSON/SELECT 查询与 upsert/delete 写入

- 前端新增 Chroma 类型、连接配置、图标、方言和能力矩阵

- 测试覆盖 v1/v2 兼容、真实服务 smoke 和前端配置

Refs #560
This commit is contained in:
Syngnat
2026-06-13 16:47:25 +08:00
parent d3836da9cb
commit 56126e22f2
21 changed files with 1660 additions and 24 deletions

View File

@@ -12,6 +12,8 @@ describe('connectionDriverType', () => {
expect(normalizeDriverType('postgresql')).toBe('postgres');
expect(normalizeDriverType('pgx')).toBe('postgres');
expect(normalizeDriverType('elastic')).toBe('elasticsearch');
expect(normalizeDriverType('chromadb')).toBe('chroma');
expect(normalizeDriverType('chroma-db')).toBe('chroma');
expect(normalizeDriverType('doris')).toBe('diros');
expect(normalizeDriverType('open-gauss')).toBe('opengauss');
expect(normalizeDriverType('InterSystemsIRIS')).toBe('iris');

View File

@@ -15,6 +15,7 @@ export const normalizeDriverType = (value: string): string => {
const normalized = String(value || '').trim().toLowerCase();
if (normalized === 'postgresql' || normalized === 'pg' || normalized === 'pq' || normalized === 'pgx') return 'postgres';
if (normalized === 'elastic') return 'elasticsearch';
if (normalized === 'chromadb' || normalized === 'chroma-db') return 'chroma';
if (normalized === 'doris') return 'diros';
if (
normalized === 'open_gauss' ||

View File

@@ -87,6 +87,7 @@ describe('connectionModalPresentation', () => {
'iris',
'mongodb',
'elasticsearch',
'chroma',
'redis',
'tdengine',
'custom',
@@ -156,11 +157,20 @@ describe('connectionModalPresentation', () => {
'credentials',
'databaseScope',
]);
expect(resolveConnectionConfigLayout('chroma').sections).toEqual([
'identity',
'uri',
'target',
'service',
'credentials',
'databaseScope',
]);
});
it('uses localized labels for layout kinds shown in the modal', () => {
expect(getConnectionConfigLayoutKindLabel('mysql-compatible')).toBe('MySQL 兼容');
expect(getConnectionConfigLayoutKindLabel('file')).toBe('文件型数据库');
expect(getConnectionConfigLayoutKindLabel('search')).toBe('搜索引擎');
expect(getConnectionConfigLayoutKindLabel('vector')).toBe('向量数据库');
});
});

View File

@@ -40,6 +40,7 @@ export type ConnectionConfigLayoutKind =
| 'oracle'
| 'file'
| 'search'
| 'vector'
| 'custom'
| 'jvm'
| 'generic-sql';
@@ -160,6 +161,8 @@ export const getConnectionConfigLayoutKindLabel = (
return '文件型数据库';
case 'search':
return '搜索引擎';
case 'vector':
return '向量数据库';
case 'custom':
return '自定义连接';
case 'jvm':
@@ -249,6 +252,19 @@ export const resolveConnectionConfigLayout = (
],
};
}
if (type === 'chroma') {
return {
kind: 'vector',
sections: [
'identity',
'uri',
'target',
'service',
'credentials',
'databaseScope',
],
};
}
if (postgresCompatibleTypes.has(type)) {
return {
kind: 'postgres-compatible',

View File

@@ -17,6 +17,7 @@ describe('connectionTypeCapabilities', () => {
expect(singleHostUriSchemesByType.opengauss).toContain('jdbc:opengauss');
expect(singleHostUriSchemesByType.dameng).toEqual(['dameng', 'dm']);
expect(singleHostUriSchemesByType.elasticsearch).toEqual(['http', 'https']);
expect(singleHostUriSchemesByType.chroma).toEqual(['http', 'https', 'chroma']);
expect(singleHostUriSchemesByType.redis).toEqual(['redis']);
});
@@ -24,6 +25,7 @@ describe('connectionTypeCapabilities', () => {
expect(supportsSSLForType('redis')).toBe(true);
expect(supportsSSLForType('MongoDB')).toBe(true);
expect(supportsSSLForType('elasticsearch')).toBe(true);
expect(supportsSSLForType('chroma')).toBe(true);
expect(supportsSSLForType('tdengine')).toBe(true);
expect(supportsSSLForType('dameng')).toBe(true);
expect(supportsSSLForType('sqlite')).toBe(false);
@@ -36,6 +38,8 @@ describe('connectionTypeCapabilities', () => {
expect(supportsSSLClientCertificateForType('sqlserver')).toBe(false);
expect(supportsSSLCAPathForType('redis')).toBe(true);
expect(supportsSSLClientCertificateForType('redis')).toBe(true);
expect(supportsSSLCAPathForType('chroma')).toBe(true);
expect(supportsSSLClientCertificateForType('chroma')).toBe(false);
});
it('detects postgres-compatible SSL parameter dialects', () => {
@@ -63,6 +67,7 @@ describe('connectionTypeCapabilities', () => {
expect(supportsConnectionParamsForType('dameng')).toBe(true);
expect(supportsConnectionParamsForType('tdengine')).toBe(true);
expect(supportsConnectionParamsForType('elasticsearch')).toBe(true);
expect(supportsConnectionParamsForType('chroma')).toBe(true);
expect(supportsConnectionParamsForType('redis')).toBe(false);
expect(supportsConnectionParamsForType('sqlite')).toBe(false);
expect(supportsConnectionParamsForType('jvm')).toBe(false);

View File

@@ -12,6 +12,7 @@ export const singleHostUriSchemesByType: Record<string, string[]> = {
highgo: ["highgo"],
vastbase: ["vastbase"],
elasticsearch: ["http", "https"],
chroma: ["http", "https", "chroma"],
};
const normalizeConnectionType = (type: string) =>
@@ -40,6 +41,7 @@ const sslSupportedTypes = new Set([
"redis",
"tdengine",
"elasticsearch",
"chroma",
]);
export const supportsSSLForType = (type: string) =>
@@ -62,6 +64,7 @@ const sslCAPathSupportedTypes = new Set([
"mongodb",
"redis",
"elasticsearch",
"chroma",
]);
const sslClientCertificateSupportedTypes = new Set([
@@ -123,4 +126,5 @@ export const supportsConnectionParamsForType = (type: string) =>
type === "mongodb" ||
type === "dameng" ||
type === "tdengine" ||
type === "elasticsearch";
type === "elasticsearch" ||
type === "chroma";

View File

@@ -13,6 +13,7 @@ describe('connectionTypeCatalog', () => {
'关系型数据库',
'国产数据库',
'NoSQL',
'向量数据库',
'时序数据库',
'其他',
]);
@@ -23,6 +24,7 @@ describe('connectionTypeCatalog', () => {
expect(keys).toContain('mongodb');
expect(keys).toContain('redis');
expect(keys).toContain('elasticsearch');
expect(keys).toContain('chroma');
expect(keys).toContain('jvm');
expect(keys).toContain('custom');
expect(new Set(keys).size).toBe(keys.length);
@@ -37,6 +39,7 @@ describe('connectionTypeCatalog', () => {
expect(getConnectionTypeDefaultPort('oracle')).toBe(1521);
expect(getConnectionTypeDefaultPort('mongodb')).toBe(27017);
expect(getConnectionTypeDefaultPort('elasticsearch')).toBe(9200);
expect(getConnectionTypeDefaultPort('chroma')).toBe(8000);
expect(getConnectionTypeDefaultPort('sqlite')).toBe(0);
expect(getConnectionTypeDefaultPort('duckdb')).toBe(0);
expect(getConnectionTypeDefaultPort('unknown')).toBe(3306);
@@ -46,6 +49,7 @@ describe('connectionTypeCatalog', () => {
expect(getConnectionTypeHint('redis')).toBe('单机 / 哨兵 / 集群');
expect(getConnectionTypeHint('mongodb')).toBe('单机 / 副本集');
expect(getConnectionTypeHint('elasticsearch')).toContain('Mapping');
expect(getConnectionTypeHint('chroma')).toContain('向量');
expect(getConnectionTypeHint('oceanbase')).toBe('MySQL / Oracle 租户');
expect(getConnectionTypeHint('duckdb')).toBe('本地文件连接');
expect(getConnectionTypeHint('mysql')).toBe('标准连接配置');

View File

@@ -45,6 +45,12 @@ export const CONNECTION_TYPE_GROUPS: ConnectionTypeCatalogGroup[] = [
{ key: 'elasticsearch', name: 'Elasticsearch' },
],
},
{
label: '向量数据库',
items: [
{ key: 'chroma', name: 'Chroma' },
],
},
{
label: '时序数据库',
items: [
@@ -97,6 +103,8 @@ export const getConnectionTypeDefaultPort = (type: string): number => {
return 27017;
case 'elasticsearch':
return 9200;
case 'chroma':
return 8000;
case 'highgo':
return 5866;
case 'mariadb':
@@ -123,6 +131,8 @@ export const getConnectionTypeHint = (type: string): string => {
return '单机 / 副本集';
case 'elasticsearch':
return '支持索引浏览、Mapping 检查、JSON DSL 和 query_string 查询';
case 'chroma':
return 'Collection 浏览、向量检索和元数据过滤';
case 'oceanbase':
return 'MySQL / Oracle 租户';
case 'sqlite':

View File

@@ -72,6 +72,24 @@ describe('dataSourceCapabilities', () => {
});
});
it('treats Chroma as a queryable vector datasource without SQL export actions', () => {
expect(getDataSourceCapabilities({ type: 'chroma' })).toMatchObject({
type: 'chroma',
supportsQueryEditor: true,
supportsSqlQueryExport: false,
supportsCopyInsert: false,
supportsCreateDatabase: false,
supportsRenameDatabase: false,
supportsDropDatabase: false,
forceReadOnlyQueryResult: false,
});
expect(getDataSourceCapabilities({ type: 'custom', driver: 'chromadb' })).toMatchObject({
type: 'chroma',
supportsQueryEditor: true,
supportsCopyInsert: false,
});
});
it('treats OceanBase Oracle protocol as Oracle capabilities', () => {
expect(getDataSourceCapabilities({
type: 'oceanbase',

View File

@@ -21,6 +21,9 @@ const normalizeDataSourceToken = (raw: string): string => {
case 'elastic':
case 'elasticsearch':
return 'elasticsearch';
case 'chromadb':
case 'chroma-db':
return 'chroma';
case 'intersystems':
case 'intersystemsiris':
case 'inter-systems':

View File

@@ -30,6 +30,8 @@ describe('sqlDialect', () => {
expect(resolveSqlDialect('custom', 'open_gauss')).toBe('opengauss');
expect(resolveSqlDialect('Elasticsearch')).toBe('elasticsearch');
expect(resolveSqlDialect('custom', 'elastic')).toBe('elasticsearch');
expect(resolveSqlDialect('ChromaDB')).toBe('chroma');
expect(resolveSqlDialect('custom', 'chroma-db')).toBe('chroma');
expect(resolveSqlDialect('OceanBase', '', { oceanBaseProtocol: 'oracle' })).toBe('oracle');
expect(resolveSqlDialect('custom', 'oceanbase', { oceanBaseProtocol: 'oracle' })).toBe('oracle');
expect(isMysqlFamilyDialect('mariadb')).toBe(true);

View File

@@ -30,6 +30,7 @@ export type SqlDialect =
| 'mongodb'
| 'redis'
| 'elasticsearch'
| 'chroma'
| 'unknown'
| string;
@@ -115,6 +116,10 @@ export const resolveSqlDialect = (
return source;
case 'elastic':
return 'elasticsearch';
case 'chromadb':
case 'chroma-db':
case 'chroma':
return 'chroma';
default:
break;
}
@@ -140,6 +145,7 @@ export const resolveSqlDialect = (
if (source.includes('sqlserver') || source.includes('mssql')) return 'sqlserver';
if (source.includes('iris') || source.includes('intersystems')) return 'iris';
if (source.includes('elastic')) return 'elasticsearch';
if (source.includes('chroma')) return 'chroma';
return source;
};