/* * 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.beam.sdk.util; import com.google.common.annotations.VisibleForTesting; import com.google.common.base.Joiner; import com.google.common.collect.Lists; import com.google.common.io.CharStreams; import java.io.IOException; import java.io.Reader; import java.nio.channels.Channels; import java.nio.charset.StandardCharsets; import java.util.Collection; import java.util.Collections; import java.util.LinkedList; import java.util.List; import org.apache.beam.sdk.io.FileSystems; import org.apache.beam.sdk.io.fs.MatchResult.Metadata; import org.joda.time.Duration; import org.slf4j.Logger; import org.slf4j.LoggerFactory; /** A sharded file where the file names are simply provided. */ public class ExplicitShardedFile implements ShardedFile { private static final Logger LOG = LoggerFactory.getLogger(ExplicitShardedFile.class); private static final int MAX_READ_RETRIES = 4; private static final Duration DEFAULT_SLEEP_DURATION = Duration.standardSeconds(10L); static final FluentBackoff BACK_OFF_FACTORY = FluentBackoff.DEFAULT .withInitialBackoff(DEFAULT_SLEEP_DURATION) .withMaxRetries(MAX_READ_RETRIES); private final List<Metadata> files; /** Constructs an {@link ExplicitShardedFile} for the given files. */ public ExplicitShardedFile(Collection<String> files) throws IOException { this.files = new LinkedList<>(); for (String file: files) { this.files.add(FileSystems.matchSingleFileSpec(file)); } } @Override public List<String> readFilesWithRetries(Sleeper sleeper, BackOff backOff) throws IOException, InterruptedException { if (files.isEmpty()) { return Collections.emptyList(); } IOException lastException = null; do { try { // Read data from file paths return readLines(files); } catch (IOException e) { // Ignore and retry lastException = e; LOG.warn("Error in file reading. Ignore and retry."); } } while (BackOffUtils.next(sleeper, backOff)); // Failed after max retries throw new IOException( String.format("Unable to read file(s) after retrying %d times", MAX_READ_RETRIES), lastException); } /** * Discovers all shards of this file using the provided {@link Sleeper} and {@link BackOff}. * * <p>Because of eventual consistency, reads may discover no files or fewer files than the shard * template implies. In this case, the read is considered to have failed. */ public List<String> readFilesWithRetries() throws IOException, InterruptedException { return readFilesWithRetries(Sleeper.DEFAULT, BACK_OFF_FACTORY.backoff()); } @Override public String toString() { return String.format("explicit sharded file (%s)", Joiner.on(", ").join(files)); } /** * Reads all the lines of all the files. * * <p>Not suitable for use except in testing of small data, since the data size may be far more * than can be reasonably processed serially, in-memory, by a single thread. */ @VisibleForTesting List<String> readLines(Collection<Metadata> files) throws IOException { List<String> allLines = Lists.newArrayList(); int i = 1; for (Metadata file : files) { try (Reader reader = Channels.newReader(FileSystems.open(file.resourceId()), StandardCharsets.UTF_8.name())) { List<String> lines = CharStreams.readLines(reader); allLines.addAll(lines); LOG.debug("[{} of {}] Read {} lines from file: {}", i, files.size(), lines.size(), file); } i++; } return allLines; } }