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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 org.apache.hudi.utilities.sources.helpers;
import org.apache.hudi.DataSourceUtils;
import org.apache.hudi.common.config.TypedProperties;
import org.apache.hudi.common.fs.FSUtils;
import org.apache.hudi.common.util.Option;
import org.apache.hudi.common.util.ReflectionUtils;
import org.apache.hudi.common.util.collection.ImmutablePair;
import org.apache.hudi.common.util.collection.Pair;
import org.apache.hudi.exception.HoodieException;
import org.apache.hudi.exception.HoodieIOException;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.FileStatus;
import org.apache.hadoop.fs.FileSystem;
import org.apache.hadoop.fs.Path;
import org.apache.log4j.LogManager;
import org.apache.log4j.Logger;
import java.io.IOException;
import java.util.Arrays;
import java.util.Collections;
import java.util.Comparator;
import java.util.ArrayList;
import java.util.List;
import java.util.stream.Collectors;
public class DFSPathSelector {
protected static volatile Logger log = LogManager.getLogger(DFSPathSelector.class);
/**
* Configs supported.
*/
public static class Config {
public static final String ROOT_INPUT_PATH_PROP = "hoodie.deltastreamer.source.dfs.root";
public static final String SOURCE_INPUT_SELECTOR = "hoodie.deltastreamer.source.input.selector";
}
protected static final List<String> IGNORE_FILEPREFIX_LIST = Arrays.asList(".", "_");
protected final transient FileSystem fs;
protected final TypedProperties props;
public DFSPathSelector(TypedProperties props, Configuration hadoopConf) {
DataSourceUtils.checkRequiredProperties(props, Collections.singletonList(Config.ROOT_INPUT_PATH_PROP));
this.props = props;
this.fs = FSUtils.getFs(props.getString(Config.ROOT_INPUT_PATH_PROP), hadoopConf);
}
/**
* Factory method for creating custom DFSPathSelector. Default selector
* to use is {@link DFSPathSelector}
*/
public static DFSPathSelector createSourceSelector(TypedProperties props,
Configuration conf) {
String sourceSelectorClass = props.getString(DFSPathSelector.Config.SOURCE_INPUT_SELECTOR,
DFSPathSelector.class.getName());
try {
DFSPathSelector selector = (DFSPathSelector) ReflectionUtils.loadClass(sourceSelectorClass,
new Class<?>[]{TypedProperties.class, Configuration.class},
props, conf);
log.info("Using path selector " + selector.getClass().getName());
return selector;
} catch (Exception e) {
throw new HoodieException("Could not load source selector class " + sourceSelectorClass, e);
}
}
/**
* Get the list of files changed since last checkpoint.
*
* @param lastCheckpointStr the last checkpoint time string, empty if first run
* @param sourceLimit max bytes to read each time
* @return the list of files concatenated and their latest modified time
*/
public Pair<Option<String>, String> getNextFilePathsAndMaxModificationTime(Option<String> lastCheckpointStr,
long sourceLimit) {
try {
// obtain all eligible files under root folder.
log.info("Root path => " + props.getString(Config.ROOT_INPUT_PATH_PROP) + " source limit => " + sourceLimit);
long lastCheckpointTime = lastCheckpointStr.map(Long::parseLong).orElse(Long.MIN_VALUE);
List<FileStatus> eligibleFiles = listEligibleFiles(fs, new Path(props.getString(Config.ROOT_INPUT_PATH_PROP)), lastCheckpointTime);
// sort them by modification time.
eligibleFiles.sort(Comparator.comparingLong(FileStatus::getModificationTime));
// Filter based on checkpoint & input size, if needed
long currentBytes = 0;
long maxModificationTime = Long.MIN_VALUE;
List<FileStatus> filteredFiles = new ArrayList<>();
for (FileStatus f : eligibleFiles) {
if (currentBytes + f.getLen() >= sourceLimit) {
// we have enough data, we are done
break;
}
maxModificationTime = f.getModificationTime();
currentBytes += f.getLen();
filteredFiles.add(f);
}
// no data to read
if (filteredFiles.isEmpty()) {
return new ImmutablePair<>(Option.empty(), lastCheckpointStr.orElseGet(() -> String.valueOf(Long.MIN_VALUE)));
}
// read the files out.
String pathStr = filteredFiles.stream().map(f -> f.getPath().toString()).collect(Collectors.joining(","));
return new ImmutablePair<>(Option.ofNullable(pathStr), String.valueOf(maxModificationTime));
} catch (IOException ioe) {
throw new HoodieIOException("Unable to read from source from checkpoint: " + lastCheckpointStr, ioe);
}
}
/**
* List files recursively, filter out illegible files/directories while doing so.
*/
private List<FileStatus> listEligibleFiles(FileSystem fs, Path path, long lastCheckpointTime) throws IOException {
// skip files/dirs whose names start with (_, ., etc)
FileStatus[] statuses = fs.listStatus(path, file ->
IGNORE_FILEPREFIX_LIST.stream().noneMatch(pfx -> file.getName().startsWith(pfx)));
List<FileStatus> res = new ArrayList<>();
for (FileStatus status: statuses) {
if (status.isDirectory()) {
// avoid infinite loop
if (!status.isSymlink()) {
res.addAll(listEligibleFiles(fs, status.getPath(), lastCheckpointTime));
}
} else if (status.getModificationTime() > lastCheckpointTime && status.getLen() > 0) {
res.add(status);
}
}
return res;
}
}