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Apache Calcite VolcanoPlanner源码学习

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import org.apache.calcite.adapter.enumerable.EnumerableConvention;
import org.apache.calcite.adapter.enumerable.EnumerableRules;
import org.apache.calcite.config.CalciteConnectionConfig;
import org.apache.calcite.config.CalciteConnectionConfigImpl;
import org.apache.calcite.jdbc.CalciteSchema;
import org.apache.calcite.plan.*;
import org.apache.calcite.plan.volcano.VolcanoPlanner;
import org.apache.calcite.prepare.CalciteCatalogReader;
import org.apache.calcite.rel.RelDistributionTraitDef;
import org.apache.calcite.rel.RelNode;
import org.apache.calcite.rel.RelRoot;
import org.apache.calcite.rel.rules.FilterJoinRule;
import org.apache.calcite.rel.rules.PruneEmptyRules;
import org.apache.calcite.rel.rules.ReduceExpressionsRule;
import org.apache.calcite.rel.type.RelDataType;
import org.apache.calcite.rel.type.RelDataTypeFactory;
import org.apache.calcite.rel.type.RelDataTypeSystem;
import org.apache.calcite.rel.type.RelDataTypeSystemImpl;
import org.apache.calcite.rex.RexBuilder;
import org.apache.calcite.schema.SchemaPlus;
import org.apache.calcite.schema.impl.AbstractTable;
import org.apache.calcite.sql.SqlNode;
import org.apache.calcite.sql.fun.SqlStdOperatorTable;
import org.apache.calcite.sql.parser.SqlParser;
import org.apache.calcite.sql.type.BasicSqlType;
import org.apache.calcite.sql.type.SqlTypeFactoryImpl;
import org.apache.calcite.sql.type.SqlTypeName;
import org.apache.calcite.sql.validate.SqlConformance;
import org.apache.calcite.sql.validate.SqlConformanceEnum;
import org.apache.calcite.sql.validate.SqlValidator;
import org.apache.calcite.sql.validate.SqlValidatorUtil;
import org.apache.calcite.sql2rel.RelDecorrelator;
import org.apache.calcite.sql2rel.SqlToRelConverter;
import org.apache.calcite.tools.FrameworkConfig;
import org.apache.calcite.tools.Frameworks;
import org.apache.calcite.tools.RelBuilder;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;

import java.util.List;
import java.util.Properties;


/**
 * @Author: wpp
 * @Date: 2021/4/13 17:05
 */
// SqlVolcanoTest.java
public class SqlVolcanoTest {
    private static final Logger LOGGER = LoggerFactory.getLogger(SqlVolcanoTest.class);
    private static Object FilterJoinRule;

    public static void main(String[] args) {
        SchemaPlus rootSchema = CalciteUtils.registerRootSchema();

        final FrameworkConfig frameworkConfig = Frameworks.newConfigBuilder()
                .parserConfig(SqlParser.Config.DEFAULT)
                .defaultSchema(rootSchema)
                .traitDefs(ConventionTraitDef.INSTANCE, RelDistributionTraitDef.INSTANCE)
                .build();

        String sql
                = "select u.id as user_id, u.name as user_name, j.company as user_company, u.age as user_age from users u"
                + " join jobs j on u.id=j.id where u.age > 30 and j.id>10 order by user_id";

        // use HepPlanner
        VolcanoPlanner planner = new VolcanoPlanner();
        planner.addRelTraitDef(ConventionTraitDef.INSTANCE);
        planner.addRelTraitDef(RelDistributionTraitDef.INSTANCE);
        // add rules
//        planner.addRule(FilterJoinRule.FilterIntoJoinRule.FILTER_ON_JOIN);
        planner.addRule(ReduceExpressionsRule.PROJECT_INSTANCE);
        planner.addRule(PruneEmptyRules.PROJECT_INSTANCE);
        // add ConverterRule
        planner.addRule(EnumerableRules.ENUMERABLE_MERGE_JOIN_RULE);
        planner.addRule(EnumerableRules.ENUMERABLE_SORT_RULE);
        planner.addRule(EnumerableRules.ENUMERABLE_VALUES_RULE);
        planner.addRule(EnumerableRules.ENUMERABLE_PROJECT_RULE);
        planner.addRule(EnumerableRules.ENUMERABLE_FILTER_RULE);

        try {
            SqlTypeFactoryImpl factory = new SqlTypeFactoryImpl(RelDataTypeSystem.DEFAULT);
            // sql parser
            SqlParser parser = SqlParser.create(sql, SqlParser.Config.DEFAULT);
            SqlNode parsed = parser.parseStmt();
            LOGGER.info("The SqlNode after parsed is:\n{}", parsed.toString());

            CalciteCatalogReader calciteCatalogReader = new CalciteCatalogReader(
                    CalciteSchema.from(rootSchema),
                    CalciteSchema.from(rootSchema).path(null),
                    factory,
                    new CalciteConnectionConfigImpl(new Properties()));

            // sql validate
            SqlValidator validator = SqlValidatorUtil.newValidator(SqlStdOperatorTable.instance(), calciteCatalogReader,
                    factory, CalciteUtils.conformance(frameworkConfig));
            SqlNode validated = validator.validate(parsed);
            LOGGER.info("The SqlNode after validated is:\n{}", validated.toString());

            final RexBuilder rexBuilder = CalciteUtils.createRexBuilder(factory);
            final RelOptCluster cluster = RelOptCluster.create(planner, rexBuilder);

            // init SqlToRelConverter config
            final SqlToRelConverter.Config config = SqlToRelConverter.configBuilder()
                    .withConfig(frameworkConfig.getSqlToRelConverterConfig())
                    .withTrimUnusedFields(false)
                    .withConvertTableAccess(false)
                    .build();
            // SqlNode toRelNode
            final SqlToRelConverter sqlToRelConverter = new SqlToRelConverter(new CalciteUtils.ViewExpanderImpl(),
                    validator, calciteCatalogReader, cluster, frameworkConfig.getConvertletTable(), config);
            RelRoot root = sqlToRelConverter.convertQuery(validated, false, true);

            root = root.withRel(sqlToRelConverter.flattenTypes(root.rel, true));
            final RelBuilder relBuilder = config.getRelBuilderFactory().create(cluster, null);
            root = root.withRel(RelDecorrelator.decorrelateQuery(root.rel, relBuilder));
            RelNode relNode = root.rel;
            LOGGER.info("The relational expression string before optimized is:\n{}", RelOptUtil.toString(relNode));

            RelTraitSet desiredTraits =
                    relNode.getCluster().traitSet().replace(EnumerableConvention.INSTANCE);
            relNode = planner.changeTraits(relNode, desiredTraits);

            planner.setRoot(relNode);
            relNode = planner.findBestExp();
            System.out.println("-----------------------------------------------------------");
            System.out.println("The Best relational expression string:");
            System.out.println(RelOptUtil.toString(relNode));
            System.out.println("-----------------------------------------------------------");

        } catch (Exception e) {
            e.printStackTrace();
        }
    }
}

// CalciteUtils.java
 class CalciteUtils {

    public static SchemaPlus registerRootSchema() {
        SchemaPlus rootSchema = Frameworks.createRootSchema(true);
        rootSchema.add("USERS", new AbstractTable() { //note: add a table
            @Override
            public RelDataType getRowType(final RelDataTypeFactory typeFactory) {
                RelDataTypeFactory.Builder builder = typeFactory.builder();

                builder.add("ID", new BasicSqlType(new RelDataTypeSystemImpl() {}, SqlTypeName.INTEGER));
                builder.add("NAME", new BasicSqlType(new RelDataTypeSystemImpl() {}, SqlTypeName.CHAR));
                builder.add("AGE", new BasicSqlType(new RelDataTypeSystemImpl() {}, SqlTypeName.INTEGER));
                return builder.build();
            }
        });

        rootSchema.add("JOBS", new AbstractTable() {
            @Override
            public RelDataType getRowType(final RelDataTypeFactory typeFactory) {
                RelDataTypeFactory.Builder builder = typeFactory.builder();

                builder.add("ID", new BasicSqlType(new RelDataTypeSystemImpl() {}, SqlTypeName.INTEGER));
                builder.add("NAME", new BasicSqlType(new RelDataTypeSystemImpl() {}, SqlTypeName.CHAR));
                builder.add("COMPANY", new BasicSqlType(new RelDataTypeSystemImpl() {}, SqlTypeName.CHAR));
                return builder.build();
            }
        });
        return rootSchema;
    }

    public static SqlConformance conformance(FrameworkConfig config) {
        final Context context = config.getContext();
        if (context != null) {
            final CalciteConnectionConfig connectionConfig =
                    context.unwrap(CalciteConnectionConfig.class);
            if (connectionConfig != null) {
                return connectionConfig.conformance();
            }
        }
        return SqlConformanceEnum.DEFAULT;
    }

    public static RexBuilder createRexBuilder(RelDataTypeFactory typeFactory) {
        return new RexBuilder(typeFactory);
    }

    public static class ViewExpanderImpl implements RelOptTable.ViewExpander {
        public ViewExpanderImpl() {
        }

        @Override
        public RelRoot expandView(RelDataType rowType, String queryString, List<String> schemaPath,
                                  List<String> viewPath) {
            return null;
        }
    }
}

 

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来源: https://blog.csdn.net/wppwpp1/article/details/115673406