要使用Apache Calcite查询JSON嵌套数据,您可以按照以下步骤进行操作:
org.apache.calcite
calcite-core
1.26.0
org.apache.calcite
calcite-avatica
1.26.0
JsonSchemaFactory
类来创建Schema对象,并指定JSON数据的位置和结构。import org.apache.calcite.adapter.java.JavaTypeFactory;
import org.apache.calcite.schema.Schema;
import org.apache.calcite.schema.SchemaFactory;
import org.apache.calcite.schema.SchemaPlus;
import org.apache.calcite.schema.Table;
import org.apache.calcite.schema.impl.AbstractSchema;
public class JsonSchema extends AbstractSchema {
private final String jsonFilePath;
public JsonSchema(String jsonFilePath) {
this.jsonFilePath = jsonFilePath;
}
@Override
protected Map getTableMap() {
// Create the JSON table
Map tableMap = new HashMap<>();
tableMap.put("jsonTable", new JsonTable(jsonFilePath));
return tableMap;
}
public static SchemaFactory factory() {
return new SchemaFactory() {
@Override
public Schema create(SchemaPlus parentSchema, String name, Map operand) {
String jsonFilePath = (String) operand.get("jsonFilePath");
return new JsonSchema(jsonFilePath);
}
};
}
}
JsonTable
类来加载JSON数据并提供查询接口。import org.apache.calcite.DataContext;
import org.apache.calcite.linq4j.AbstractEnumerable;
import org.apache.calcite.linq4j.Enumerable;
import org.apache.calcite.linq4j.Enumerator;
import org.apache.calcite.plan.RelOptTable;
import org.apache.calcite.rel.type.RelDataType;
import org.apache.calcite.rel.type.RelDataTypeFactory;
import org.apache.calcite.schema.ScannableTable;
import org.apache.calcite.schema.impl.AbstractTable;
import java.io.IOException;
import java.nio.charset.StandardCharsets;
import java.nio.file.Files;
import java.nio.file.Paths;
public class JsonTable extends AbstractTable implements ScannableTable {
private final String jsonFilePath;
public JsonTable(String jsonFilePath) {
this.jsonFilePath = jsonFilePath;
}
@Override
public RelDataType getRowType(RelDataTypeFactory typeFactory) {
// Define the row type based on the JSON structure
// For example, if JSON has fields "id" and "name", the row type will be (INTEGER, VARCHAR)
return typeFactory.builder()
.add("id", typeFactory.createJavaType(Integer.class))
.add("name", typeFactory.createJavaType(String.class))
.build();
}
@Override
public Enumerable