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Original file line number Diff line number Diff line change
Expand Up @@ -109,24 +109,32 @@ void validateTableSchema(@Nullable String schemaName, String tableName, String i

// Check each column against expected fields
List<String> availableColumns = new ArrayList<>();
String rawIdColumnName = null;
for (Map<String, Object> column : columns) {
String columnName = (String) column.get("COLUMN_NAME");
Assert.state(columnName != null, "COLUMN_NAME result should not be null");
columnName = validateAndEnquoteIdentifier(columnName, false);
availableColumns.add(columnName);
String quotedColumnName = validateAndEnquoteIdentifier(columnName, false);
availableColumns.add(quotedColumnName);
if (quotedColumnName.equals(idFieldName)) {
rawIdColumnName = columnName;
}
}

// TODO ensure id is a primary key for batch update

expectedColumns.removeAll(availableColumns);

if (expectedColumns.isEmpty()) {
logger.info("MariaDB VectorStore schema validation successful");
}
else {
if (!expectedColumns.isEmpty()) {
throw new IllegalStateException("Missing fields " + expectedColumns);
}

Assert.state(rawIdColumnName != null, "id column must be present after passing schema validation");
if (!isSoleUniqueOrPrimaryKeyColumn(schemaName, tableName, rawIdColumnName)) {
throw new IllegalStateException(String
.format("Column '%s' must be the sole column of a PRIMARY KEY or UNIQUE constraint on table '%s' "
+ "so that 'INSERT ... ON DUPLICATE KEY UPDATE' can detect duplicates during batch updates",
idFieldName, tableName));
}

logger.info("MariaDB VectorStore schema validation successful");
}
catch (DataAccessException | IllegalStateException e) {
if (logger.isErrorEnabled()) {
Expand All @@ -152,6 +160,26 @@ VECTOR INDEX (%s)
}
}

/**
* Checks whether the given column is, on its own, guaranteed to be unique i.e. it is
* the sole column of either the table's PRIMARY KEY or a UNIQUE constraint.
* <p>
* A column that is merely part of a multi-column PRIMARY KEY or UNIQUE constraint is
* intentionally excluded, since the column's value alone does not guarantee
* uniqueness in that case, and 'INSERT ... ON DUPLICATE KEY UPDATE' would not detect
* a "duplicate" row that only matches on that column.
*/
private boolean isSoleUniqueOrPrimaryKeyColumn(@Nullable String schemaName, String tableName,
String rawColumnName) {
String query = "SELECT s.INDEX_NAME FROM INFORMATION_SCHEMA.STATISTICS s "
+ "WHERE s.TABLE_SCHEMA = ? AND s.TABLE_NAME = ? AND s.NON_UNIQUE = 0 " + "GROUP BY s.INDEX_NAME "
+ "HAVING COUNT(*) = 1 AND SUM(s.COLUMN_NAME = ?) = 1";

List<Map<String, @Nullable Object>> matches = this.jdbcTemplate.queryForList(query, schemaName, tableName,
rawColumnName);
return !matches.isEmpty();
}

/**
* Escaped identifier according to MariaDB requirement.
* @param identifier identifier
Expand Down
Original file line number Diff line number Diff line change
@@ -0,0 +1,174 @@
/*
* Copyright 2023-present the original author or authors.
*
* 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
*
* https://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 org.springframework.ai.vectorstore.mariadb;

import java.util.function.Consumer;

import javax.sql.DataSource;

import com.zaxxer.hikari.HikariDataSource;
import org.junit.jupiter.api.Test;
import org.testcontainers.containers.MariaDBContainer;
import org.testcontainers.junit.jupiter.Container;
import org.testcontainers.junit.jupiter.Testcontainers;

import org.springframework.boot.SpringBootConfiguration;
import org.springframework.boot.autoconfigure.EnableAutoConfiguration;
import org.springframework.boot.jdbc.autoconfigure.DataSourceAutoConfiguration;
import org.springframework.boot.jdbc.autoconfigure.DataSourceProperties;
import org.springframework.boot.test.context.runner.ApplicationContextRunner;
import org.springframework.context.annotation.Bean;
import org.springframework.jdbc.core.JdbcTemplate;

import static org.assertj.core.api.Assertions.assertThatIllegalStateException;
import static org.assertj.core.api.Assertions.assertThatNoException;

/**
* Integration tests for {@link MariaDBSchemaValidator}, run against a real MariaDB
* instance so that the SQL used to inspect {@code INFORMATION_SCHEMA} is verified against
* actual server behavior rather than a mocked {@link JdbcTemplate}.
*
* @author dev-xong
*/
@Testcontainers
class MariaDBSchemaValidatorIT {

private static final String SCHEMA_NAME = "testdb";

@Container
@SuppressWarnings("resource")
static MariaDBContainer<?> mariadbContainer = new MariaDBContainer<>(MariaDBImage.DEFAULT_IMAGE)
.withUsername("mariadb")
.withPassword("mariadbpwd")
.withDatabaseName(SCHEMA_NAME);

private final ApplicationContextRunner contextRunner = new ApplicationContextRunner()
.withUserConfiguration(TestApplication.class);

@Test
void validatesSuccessfullyWhenIdIsSolePrimaryKey() {
withSchemaValidator("""
CREATE TABLE vector_store (
id VARCHAR(36) NOT NULL PRIMARY KEY,
content TEXT,
metadata JSON,
embedding VECTOR(1024) NOT NULL,
VECTOR INDEX (embedding)
) ENGINE=InnoDB""", schemaValidator -> assertThatNoException().isThrownBy(() -> schemaValidator
.validateTableSchema(SCHEMA_NAME, "vector_store", "id", "content", "metadata", "embedding", 1024)));
}

@Test
void validatesSuccessfullyWhenIdIsSoleUniqueColumn() {
withSchemaValidator("""
CREATE TABLE vector_store (
id VARCHAR(36) NOT NULL UNIQUE,
content TEXT,
metadata JSON,
embedding VECTOR(1024) NOT NULL,
VECTOR INDEX (embedding)
) ENGINE=InnoDB""", schemaValidator -> assertThatNoException().isThrownBy(() -> schemaValidator
.validateTableSchema(SCHEMA_NAME, "vector_store", "id", "content", "metadata", "embedding", 1024)));
}

@Test
void rejectsWhenIdHasNoUniqueConstraint() {
withSchemaValidator("""
CREATE TABLE vector_store (
id VARCHAR(36) NOT NULL,
content TEXT,
metadata JSON,
embedding VECTOR(1024) NOT NULL,
VECTOR INDEX (embedding)
) ENGINE=InnoDB""",
schemaValidator -> assertThatIllegalStateException()
.isThrownBy(() -> schemaValidator.validateTableSchema(SCHEMA_NAME, "vector_store", "id", "content",
"metadata", "embedding", 1024))
.withMessageContaining("sole column"));
}

@Test
void rejectsWhenIdIsPartOfCompositePrimaryKey() {
withSchemaValidator("""
CREATE TABLE vector_store (
id VARCHAR(36) NOT NULL,
tenant_id VARCHAR(36) NOT NULL,
content TEXT,
metadata JSON,
embedding VECTOR(1024) NOT NULL,
PRIMARY KEY (id, tenant_id),
VECTOR INDEX (embedding)
) ENGINE=InnoDB""",
schemaValidator -> assertThatIllegalStateException()
.isThrownBy(() -> schemaValidator.validateTableSchema(SCHEMA_NAME, "vector_store", "id", "content",
"metadata", "embedding", 1024))
.withMessageContaining("sole column"));
}

@Test
void rejectsWhenIdIsPartOfCompositeUniqueConstraint() {
withSchemaValidator("""
CREATE TABLE vector_store (
id VARCHAR(36) NOT NULL,
tenant_id VARCHAR(36) NOT NULL,
content TEXT,
metadata JSON,
embedding VECTOR(1024) NOT NULL,
UNIQUE KEY ux_id_tenant (id, tenant_id),
VECTOR INDEX (embedding)
) ENGINE=InnoDB""",
schemaValidator -> assertThatIllegalStateException()
.isThrownBy(() -> schemaValidator.validateTableSchema(SCHEMA_NAME, "vector_store", "id", "content",
"metadata", "embedding", 1024))
.withMessageContaining("sole column"));
}

private void withSchemaValidator(String createTableSql, Consumer<MariaDBSchemaValidator> assertions) {
this.contextRunner.run(context -> {
JdbcTemplate jdbcTemplate = context.getBean(JdbcTemplate.class);
jdbcTemplate.execute("DROP TABLE IF EXISTS vector_store");
jdbcTemplate.execute(createTableSql);
assertions.accept(new MariaDBSchemaValidator(jdbcTemplate));
});
}

@SpringBootConfiguration
@EnableAutoConfiguration(exclude = DataSourceAutoConfiguration.class)
public static class TestApplication {

@Bean
public JdbcTemplate jdbcTemplate(DataSource dataSource) {
return new JdbcTemplate(dataSource);
}

@Bean
public DataSourceProperties dataSourceProperties() {
DataSourceProperties properties = new DataSourceProperties();
properties.setUrl(mariadbContainer.getJdbcUrl());
properties.setUsername(mariadbContainer.getUsername());
properties.setPassword(mariadbContainer.getPassword());
return properties;
}

@Bean
public HikariDataSource dataSource(DataSourceProperties dataSourceProperties) {
return dataSourceProperties.initializeDataSourceBuilder().type(HikariDataSource.class).build();
}

}

}