| /* |
| * Licensed to the Apache Software Foundation (ASF) under one or more |
| * contributor license agreements. See the NOTICE file distributed with |
| * this work for additional information regarding copyright ownership. |
| * The ASF licenses this file to you 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 org.apache.calcite.materialize; |
| |
| import org.apache.calcite.linq4j.Enumerable; |
| import org.apache.calcite.profile.Profiler; |
| import org.apache.calcite.profile.ProfilerImpl; |
| import org.apache.calcite.rel.metadata.NullSentinel; |
| import org.apache.calcite.schema.ScannableTable; |
| import org.apache.calcite.schema.Table; |
| import org.apache.calcite.util.ImmutableBitSet; |
| |
| import com.google.common.base.Suppliers; |
| import com.google.common.collect.ImmutableList; |
| |
| import java.util.ArrayList; |
| import java.util.Arrays; |
| import java.util.List; |
| import java.util.Objects; |
| import java.util.function.Supplier; |
| |
| /** |
| * Implementation of {@link LatticeStatisticProvider} that uses a |
| * {@link org.apache.calcite.profile.Profiler}. |
| */ |
| class ProfilerLatticeStatisticProvider implements LatticeStatisticProvider { |
| static final Factory FACTORY = ProfilerLatticeStatisticProvider::new; |
| |
| private final Supplier<Profiler.Profile> profile; |
| |
| /** Creates a ProfilerLatticeStatisticProvider. */ |
| private ProfilerLatticeStatisticProvider(Lattice lattice) { |
| Objects.requireNonNull(lattice); |
| this.profile = Suppliers.memoize(() -> { |
| final ProfilerImpl profiler = |
| ProfilerImpl.builder() |
| .withPassSize(200) |
| .withMinimumSurprise(0.3D) |
| .build(); |
| final List<Profiler.Column> columns = new ArrayList<>(); |
| for (Lattice.Column column : lattice.columns) { |
| columns.add(new Profiler.Column(column.ordinal, column.alias)); |
| } |
| final String sql = |
| lattice.sql(ImmutableBitSet.range(lattice.columns.size()), |
| false, ImmutableList.of()); |
| final Table table = |
| new MaterializationService.DefaultTableFactory() |
| .createTable(lattice.rootSchema, sql, ImmutableList.of()); |
| final ImmutableList<ImmutableBitSet> initialGroups = |
| ImmutableList.of(); |
| final Enumerable<List<Comparable>> rows = |
| ((ScannableTable) table).scan(null) |
| .select(values -> { |
| for (int i = 0; i < values.length; i++) { |
| if (values[i] == null) { |
| values[i] = NullSentinel.INSTANCE; |
| } |
| } |
| //noinspection unchecked |
| return (List<Comparable>) (List) Arrays.asList(values); |
| }); |
| return profiler.profile(rows, columns, initialGroups); |
| })::get; |
| } |
| |
| public double cardinality(List<Lattice.Column> columns) { |
| final ImmutableBitSet build = Lattice.Column.toBitSet(columns); |
| final double cardinality = profile.get().cardinality(build); |
| // System.out.println(columns + ": " + cardinality); |
| return cardinality; |
| } |
| } |
| |
| // End ProfilerLatticeStatisticProvider.java |