gobblin.data.management.policy.CombineSelectionPolicy.java Source code

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Here is the source code for gobblin.data.management.policy.CombineSelectionPolicy.java

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/*
 * 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 gobblin.data.management.policy;

import java.io.IOException;
import java.lang.reflect.InvocationTargetException;
import java.util.Collection;
import java.util.Iterator;
import java.util.List;
import java.util.Properties;
import java.util.Set;

import javax.annotation.Nullable;

import lombok.ToString;

import com.google.common.annotations.VisibleForTesting;
import com.google.common.base.Function;
import com.google.common.base.Preconditions;
import com.google.common.collect.ImmutableList;
import com.google.common.collect.Iterables;
import com.google.common.collect.Lists;
import com.google.common.collect.Sets;
import com.typesafe.config.Config;
import com.typesafe.config.ConfigFactory;

import gobblin.data.management.retention.policy.CombineRetentionPolicy;
import gobblin.data.management.version.DatasetVersion;
import gobblin.util.reflection.GobblinConstructorUtils;

/**
 * Implementation of {@link gobblin.data.management.policy.VersionSelectionPolicy} that allows combining different
 * policies through a union or intersect operation. It will combine the selected sets from each sub-policy using the
 * specified operation.
 *
 * <p>
 * For example, if there are five versions of a dataset, a, b, c, d, e, policy1 would select versions a, b, while
 * policy2 would select versions b,c, using {@link CombineSelectionPolicy} will select versions a, b, c if the
 * operation is UNION, or it will select only version b if the operation is INTERSECT.
 * </p>
 *
 * <p>
 *   {@link CombineRetentionPolicy} expects the following configurations:
 *   * version.selection.policy.class.* : specifies the classes of the policies to combine. * can be
 *            any value, and each such configuration defines only one class.
 *   * version.selection.combine.operation : operation used to combine delete
 *            sets. Can be UNION or INTERSECT.
 *   Additionally, any configuration necessary for combined policies must be specified.
 * </p>
 */
@ToString
public class CombineSelectionPolicy implements VersionSelectionPolicy<DatasetVersion> {

    public static final String VERSION_SELECTION_POLICIES_PREFIX = "selection.combine.policy.classes";
    public static final String VERSION_SELECTION_COMBINE_OPERATION = "selection.combine.operation";

    public enum CombineOperation {
        INTERSECT, UNION
    }

    private final List<VersionSelectionPolicy<DatasetVersion>> selectionPolicies;
    private final CombineOperation combineOperation;

    public CombineSelectionPolicy(List<VersionSelectionPolicy<DatasetVersion>> selectionPolicies,
            CombineOperation combineOperation) {
        this.combineOperation = combineOperation;
        this.selectionPolicies = selectionPolicies;
    }

    @SuppressWarnings("unchecked")
    public CombineSelectionPolicy(Config config, Properties jobProps) throws IOException {
        Preconditions.checkArgument(config.hasPath(VERSION_SELECTION_POLICIES_PREFIX),
                "Combine operation not specified.");

        ImmutableList.Builder<VersionSelectionPolicy<DatasetVersion>> builder = ImmutableList.builder();

        for (String combineClassName : config.getStringList(VERSION_SELECTION_POLICIES_PREFIX)) {
            try {
                builder.add((VersionSelectionPolicy<DatasetVersion>) GobblinConstructorUtils.invokeFirstConstructor(
                        Class.forName(combineClassName), ImmutableList.<Object>of(config),
                        ImmutableList.<Object>of(jobProps)));
            } catch (NoSuchMethodException | IllegalAccessException | InvocationTargetException
                    | InstantiationException | ClassNotFoundException e) {
                throw new IllegalArgumentException(e);
            }
        }

        this.selectionPolicies = builder.build();
        if (this.selectionPolicies.size() == 0) {
            throw new IOException(
                    "No selection policies specified for " + CombineSelectionPolicy.class.getCanonicalName());
        }

        this.combineOperation = CombineOperation
                .valueOf(config.getString(VERSION_SELECTION_COMBINE_OPERATION).toUpperCase());
    }

    public CombineSelectionPolicy(Properties props) throws IOException {
        this(ConfigFactory.parseProperties(props), props);

    }

    /**
     * Returns the most specific common superclass for the {@link #versionClass} of each embedded policy.
     */
    @Override
    public Class<? extends DatasetVersion> versionClass() {
        if (this.selectionPolicies.size() == 1) {
            return this.selectionPolicies.get(0).versionClass();
        }

        Class<? extends DatasetVersion> klazz = this.selectionPolicies.get(0).versionClass();
        for (VersionSelectionPolicy<? extends DatasetVersion> policy : this.selectionPolicies) {
            klazz = commonSuperclass(klazz, policy.versionClass());
        }
        return klazz;
    }

    @Override
    public Collection<DatasetVersion> listSelectedVersions(final List<DatasetVersion> allVersions) {

        List<Set<DatasetVersion>> candidateDeletableVersions = Lists
                .newArrayList(Iterables.transform(this.selectionPolicies,
                        new Function<VersionSelectionPolicy<DatasetVersion>, Set<DatasetVersion>>() {
                            @Nullable
                            @Override
                            public Set<DatasetVersion> apply(VersionSelectionPolicy<DatasetVersion> input) {
                                return Sets.newHashSet(input.listSelectedVersions(allVersions));
                            }
                        }));

        switch (this.combineOperation) {
        case INTERSECT:
            return intersectDatasetVersions(candidateDeletableVersions);
        case UNION:
            return unionDatasetVersions(candidateDeletableVersions);
        default:
            throw new RuntimeException("Combine operation " + this.combineOperation + " not recognized.");
        }

    }

    @VisibleForTesting
    @SuppressWarnings("unchecked")
    public static Class<? extends DatasetVersion> commonSuperclass(Class<? extends DatasetVersion> classA,
            Class<? extends DatasetVersion> classB) {

        if (classA.isAssignableFrom(classB)) {
            // a is superclass of b, so return class of a
            return classA;
        }
        // a is not superclass of b. Either b is superclass of a, or they are not in same branch
        // find closest superclass of a that is also a superclass of b
        Class<?> klazz = classA;
        while (!klazz.isAssignableFrom(classB)) {
            klazz = klazz.getSuperclass();
        }
        if (DatasetVersion.class.isAssignableFrom(klazz)) {
            return (Class<? extends DatasetVersion>) klazz;
        }
        // this should never happen, but there for safety
        return DatasetVersion.class;
    }

    private static Set<DatasetVersion> intersectDatasetVersions(Collection<Set<DatasetVersion>> sets) {
        if (sets.size() <= 0) {
            return Sets.newHashSet();
        }
        Iterator<Set<DatasetVersion>> it = sets.iterator();
        Set<DatasetVersion> outputSet = it.next();
        while (it.hasNext()) {
            outputSet = Sets.intersection(outputSet, it.next());
        }
        return outputSet;
    }

    private static Set<DatasetVersion> unionDatasetVersions(Collection<Set<DatasetVersion>> sets) {
        if (sets.size() <= 0) {
            return Sets.newHashSet();
        }
        Iterator<Set<DatasetVersion>> it = sets.iterator();
        Set<DatasetVersion> outputSet = it.next();
        while (it.hasNext()) {
            outputSet = Sets.union(outputSet, it.next());
        }
        return outputSet;
    }
}