Apache Arrow适配器与Apache Calcite的集成
创始人
2024-11-09 22:30:35
0

要将Apache Arrow适配器与Apache Calcite集成,您需要遵循以下步骤:

  1. 首先,确保您已经安装了Apache Arrow和Apache Calcite的依赖项。

  2. 创建一个新的Java项目,并将以下依赖项添加到您的项目的pom.xml文件中:


    
    
        org.apache.arrow
        arrow-vector
        ${arrow.version}
    
    
        org.apache.arrow
        arrow-memory
        ${arrow.version}
    
    
        org.apache.arrow
        arrow-flight
        ${arrow.version}
    

    
    
        org.apache.calcite
        calcite-core
        ${calcite.version}
    
    
        org.apache.calcite
        calcite-avatica
        ${calcite.version}
    

请确保将${arrow.version}${calcite.version}替换为您所使用的Apache Arrow和Apache Calcite版本。

  1. 创建一个新的Java类,并使用以下代码示例:
import org.apache.arrow.memory.RootAllocator;
import org.apache.arrow.vector.VarCharVector;
import org.apache.calcite.DataContext;
import org.apache.calcite.adapter.java.AbstractQueryableTable;
import org.apache.calcite.linq4j.AbstractEnumerable;
import org.apache.calcite.linq4j.EnumerableDefaults;
import org.apache.calcite.linq4j.QueryProvider;
import org.apache.calcite.linq4j.Queryable;
import org.apache.calcite.linq4j.tree.Expression;
import org.apache.calcite.linq4j.tree.Expressions;
import org.apache.calcite.rel.type.RelDataType;
import org.apache.calcite.rel.type.RelDataTypeFactory;
import org.apache.calcite.rel.type.RelProtoDataType;
import org.apache.calcite.schema.SchemaPlus;
import org.apache.calcite.schema.impl.AbstractSchema;
import org.apache.calcite.schema.impl.TableMacroImpl;
import org.apache.calcite.schema.impl.ViewTableMacroImpl;
import org.apache.calcite.schema.impl.ViewTableImpl;

import java.util.Arrays;
import java.util.Collections;
import java.util.List;

public class ArrowAdapterIntegrationExample {

    public static void main(String[] args) {
        // Create a new schema
        SchemaPlus schema = Frameworks.createRootSchema(true);

        // Register the Arrow adapter with Calcite
        schema.add("arrow", new ArrowSchema());

        // Create a new Calcite connection
        Properties info = new Properties();
        info.setProperty("model", ArrowAdapterIntegrationExample.class.getResource("/model.json").getPath());
        Connection connection = DriverManager.getConnection("jdbc:calcite:", info);

        // Use the Calcite connection to execute a query
        Statement statement = connection.createStatement();
        ResultSet resultSet = statement.executeQuery("SELECT * FROM arrow.test");

        // Process the query result
        while (resultSet.next()) {
            System.out.println(resultSet.getString(1));
        }

        // Close the resources
        resultSet.close();
        statement.close();
        connection.close();
    }

    public static class ArrowSchema extends AbstractSchema {

        @Override
        protected Map getTableMap() {
            Map tableMap = new HashMap<>();

            // Create a new Arrow table
            Table table = new AbstractQueryableTable(ArrowAdapterIntegrationExample.ArrowTable.class) {
                @Override
                public RelDataType getRowType(RelDataTypeFactory typeFactory) {
                    List types = Arrays.asList(
                            typeFactory.createJavaType(String.class)
                    );
                    List fieldNames = Collections.singletonList("name");

                    return typeFactory.createStructType(types, fieldNames);
                }

                @Override
                public  Queryable asQueryable(QueryProvider queryProvider, SchemaPlus schema, String tableName) {
                    return new AbstractEnumerable() {
                        @Override
                        public Enumerator enumerator() {
                            return (Enumerator) new ArrowEnumerator();
                        }
                    };
                }
            };

            tableMap.put("test", table);

            return tableMap;
        }
    }

    public static class ArrowTable {
        public String name;
    }

    public static class ArrowEnumerator implements Enumerator {
        private int currentIndex;
        private VarCharVector vector;

        public ArrowEnumerator() {

                
            
            
            

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