Files
ragflow/internal/engine/oceanbase/crud_test.go
wangyunlai 73d006fa0e Add OceanBase and SeekDB Go document engine (#17780)
## What changed

- add an OceanBase/SeekDB Go document engine using `database/sql` and
the existing MySQL driver
- preserve the Python connector's configuration, physical table names,
schema, index names, and ARRAY/JSON/VECTOR encodings
- implement chunk, memory, document metadata, skill, SQL, full-text,
vector, and fusion search paths
- support `DBMS_HYBRID_SEARCH.SEARCH` behind the existing feature flag,
with SQL fallback only when the package is unavailable
- wire the engine into retrieval, memory, metadata, vector hydration,
and SQL chat flows
- add Python/Go compatibility contracts, SQL mock tests, and an
integration-tagged round-trip test

---------

Co-authored-by: Jin Hai <haijin.chn@gmail.com>
2026-08-10 15:06:32 +08:00

154 lines
5.8 KiB
Go

//
// Copyright 2026 The InfiniFlow Authors. All Rights Reserved.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
//
package oceanbase
import (
"context"
"regexp"
"testing"
"github.com/DATA-DOG/go-sqlmock"
)
func TestInsertChunksFindsLaterVectorAndWaitsForSeekDBIndexRefresh(t *testing.T) {
db, mock, err := sqlmock.New()
if err != nil {
t.Fatal(err)
}
defer db.Close()
engine := newEngineWithDB("seekdb", "legacy_doc", db)
engine.flags.enableFullTextSearch = false
engine.indexRefreshEnabled = true
tableName := "memory_tenant_1"
mock.ExpectQuery(regexp.QuoteMeta("SELECT COUNT(*) FROM INFORMATION_SCHEMA.TABLES WHERE TABLE_SCHEMA = ? AND TABLE_NAME = ?")).
WithArgs("legacy_doc", tableName).
WillReturnRows(sqlmock.NewRows([]string{"COUNT(*)"}).AddRow(1))
for _, column := range memoryIndexColumns {
mock.ExpectQuery(regexp.QuoteMeta("SELECT COUNT(*) FROM INFORMATION_SCHEMA.STATISTICS WHERE TABLE_SCHEMA = ? AND TABLE_NAME = ? AND INDEX_NAME = ?")).
WithArgs("legacy_doc", tableName, regularIndexName(tableName, column)).
WillReturnRows(sqlmock.NewRows([]string{"COUNT(*)"}).AddRow(1))
}
mock.ExpectQuery(regexp.QuoteMeta("SELECT COUNT(*) FROM INFORMATION_SCHEMA.COLUMNS WHERE TABLE_SCHEMA = ? AND TABLE_NAME = ? AND COLUMN_NAME = ?")).
WithArgs("legacy_doc", tableName, "q_2_vec").
WillReturnRows(sqlmock.NewRows([]string{"COUNT(*)"}).AddRow(1))
mock.ExpectQuery(regexp.QuoteMeta("SELECT COUNT(*) FROM INFORMATION_SCHEMA.STATISTICS WHERE TABLE_SCHEMA = ? AND TABLE_NAME = ? AND INDEX_NAME = ?")).
WithArgs("legacy_doc", tableName, "q_2_vec_idx").
WillReturnRows(sqlmock.NewRows([]string{"COUNT(*)"}).AddRow(1))
mock.ExpectBegin()
mock.ExpectExec("REPLACE INTO `memory_tenant_1`").WillReturnResult(sqlmock.NewResult(0, 1))
mock.ExpectExec("REPLACE INTO `memory_tenant_1`").WillReturnResult(sqlmock.NewResult(0, 1))
mock.ExpectCommit()
mock.ExpectExec(regexp.QuoteMeta("CALL DBMS_INDEX_MANAGER.REFRESH()")).
WillReturnResult(sqlmock.NewResult(0, 0))
_, err = engine.InsertChunks(context.Background(), []map[string]interface{}{
{
"id": "memory-1_1", "message_id": "1", "memory_id": "memory-1",
"content": "without a vector",
},
{
"id": "memory-1_2", "message_id": "2", "memory_id": "memory-1",
"content": "hello", "content_embed": []float64{0.1, 0.2},
},
}, tableName, "memory-1")
if err != nil {
t.Fatal(err)
}
if err := mock.ExpectationsWereMet(); err != nil {
t.Fatal(err)
}
}
func TestInsertChunksReturnsNormalizationErrorWithoutPanic(t *testing.T) {
db, mock, err := sqlmock.New()
if err != nil {
t.Fatal(err)
}
defer db.Close()
engine := newEngineWithDB("seekdb", "legacy_doc", db)
engine.flags.enableFullTextSearch = false
tableName := "memory_tenant_1"
mock.ExpectQuery(regexp.QuoteMeta("SELECT COUNT(*) FROM INFORMATION_SCHEMA.TABLES WHERE TABLE_SCHEMA = ? AND TABLE_NAME = ?")).
WithArgs("legacy_doc", tableName).
WillReturnRows(sqlmock.NewRows([]string{"COUNT(*)"}).AddRow(1))
for _, column := range memoryIndexColumns {
mock.ExpectQuery(regexp.QuoteMeta("SELECT COUNT(*) FROM INFORMATION_SCHEMA.STATISTICS WHERE TABLE_SCHEMA = ? AND TABLE_NAME = ? AND INDEX_NAME = ?")).
WithArgs("legacy_doc", tableName, regularIndexName(tableName, column)).
WillReturnRows(sqlmock.NewRows([]string{"COUNT(*)"}).AddRow(1))
}
mock.ExpectQuery(regexp.QuoteMeta("SELECT COUNT(*) FROM INFORMATION_SCHEMA.COLUMNS WHERE TABLE_SCHEMA = ? AND TABLE_NAME = ? AND COLUMN_NAME = ?")).
WithArgs("legacy_doc", tableName, "q_2_vec").
WillReturnRows(sqlmock.NewRows([]string{"COUNT(*)"}).AddRow(1))
mock.ExpectQuery(regexp.QuoteMeta("SELECT COUNT(*) FROM INFORMATION_SCHEMA.STATISTICS WHERE TABLE_SCHEMA = ? AND TABLE_NAME = ? AND INDEX_NAME = ?")).
WithArgs("legacy_doc", tableName, "q_2_vec_idx").
WillReturnRows(sqlmock.NewRows([]string{"COUNT(*)"}).AddRow(1))
mock.ExpectBegin()
mock.ExpectRollback()
_, err = engine.InsertChunks(context.Background(), []map[string]interface{}{{
"id": "memory-1_1", "message_id": "1", "q_2_vec": "invalid",
}}, tableName, "memory-1")
if err == nil {
t.Fatal("InsertChunks() error = nil, want vector normalization error")
}
if err := mock.ExpectationsWereMet(); err != nil {
t.Fatal(err)
}
}
func TestUpdateChunksRejectsUnsupportedRemoveType(t *testing.T) {
db, mock, err := sqlmock.New()
if err != nil {
t.Fatal(err)
}
defer db.Close()
engine := newEngineWithDB("oceanbase", "legacy_doc", db)
tableName := "memory_tenant_1"
mock.ExpectQuery(regexp.QuoteMeta("SELECT COUNT(*) FROM INFORMATION_SCHEMA.TABLES WHERE TABLE_SCHEMA = ? AND TABLE_NAME = ?")).
WithArgs("legacy_doc", tableName).
WillReturnRows(sqlmock.NewRows([]string{"COUNT(*)"}).AddRow(1))
err = engine.UpdateChunks(context.Background(), map[string]interface{}{"id": "memory-1_1"},
map[string]interface{}{"remove": []string{"forget_at"}}, tableName, "memory-1")
if err == nil {
t.Fatal("UpdateChunks() error = nil, want unsupported remove type error")
}
if err := mock.ExpectationsWereMet(); err != nil {
t.Fatal(err)
}
}
func TestWaitForIndexRefreshIsNoOpWhenDisabled(t *testing.T) {
db, mock, err := sqlmock.New()
if err != nil {
t.Fatal(err)
}
defer db.Close()
engine := newEngineWithDB("seekdb", "legacy_doc", db)
if err := engine.waitForIndexRefresh(context.Background()); err != nil {
t.Fatal(err)
}
if err := mock.ExpectationsWereMet(); err != nil {
t.Fatal(err)
}
}