Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

GOBBLIN-573: Add option to use finer level granularity at the hour level for TimeAwareDatasetfinder #2438

Closed
wants to merge 7 commits into from
Closed
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
Original file line number Diff line number Diff line change
Expand Up @@ -17,51 +17,58 @@

package org.apache.gobblin.data.management.copy;

import com.google.common.collect.Lists;
import java.io.IOException;
import java.time.LocalDateTime;
import java.time.format.DateTimeFormatter;
import java.util.Iterator;
import java.util.List;
import java.util.Properties;

import org.apache.hadoop.fs.FileStatus;
import org.apache.hadoop.fs.FileSystem;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.fs.PathFilter;
import org.joda.time.LocalDateTime;
import org.joda.time.Period;
import org.joda.time.format.DateTimeFormat;
import org.joda.time.format.DateTimeFormatter;
import org.joda.time.format.PeriodFormatter;
import org.joda.time.format.PeriodFormatterBuilder;
import org.testng.Assert;

import com.google.common.collect.Lists;

public class TimeAwareRecursiveCopyableDataset extends RecursiveCopyableDataset {
private static final String CONFIG_PREFIX = CopyConfiguration.COPY_PREFIX + ".recursive";
public static final String DATE_PATTERN_KEY = CONFIG_PREFIX + ".date.pattern";
public static final String LOOKBACK_DAYS_KEY = CONFIG_PREFIX + ".lookback.days";
public static final String LOOKBACK_TIME_KEY = CONFIG_PREFIX + ".lookback.time";

private final Integer lookbackDays;
private final String lookbackTime;
private final String datePattern;
private final Period lookbackPeriod;
private final boolean isPatternHourly;

public TimeAwareRecursiveCopyableDataset(FileSystem fs, Path rootPath, Properties properties, Path glob) {
super(fs, rootPath, properties, glob);
this.lookbackDays = Integer.parseInt(properties.getProperty(LOOKBACK_DAYS_KEY));
this.lookbackTime = properties.getProperty(LOOKBACK_TIME_KEY);
PeriodFormatter periodFormatter = new PeriodFormatterBuilder().appendDays().appendSuffix("d").appendHours().appendSuffix("h").toFormatter();
this.lookbackPeriod = periodFormatter.parsePeriod(lookbackTime);
this.datePattern = properties.getProperty(DATE_PATTERN_KEY);
this.isPatternHourly = isDatePatternHourly(datePattern);

//Daily directories cannot have a "hourly" lookback pattern. But hourly directories can accept lookback pattern with days.
if (!this.isPatternHourly) {
Assert.assertTrue(isLookbackTimeStringDaily(this.lookbackTime), "Expected day format for lookback time; found hourly format");
}
}

public static class DateRangeIterator implements Iterator {
private LocalDateTime startDate;
private LocalDateTime endDate;
private boolean isDatePatternHourly;

public DateRangeIterator(LocalDateTime startDate, LocalDateTime endDate, String datePattern) {
public DateRangeIterator(LocalDateTime startDate, LocalDateTime endDate, boolean isDatePatternHourly) {
this.startDate = startDate;
this.endDate = endDate;
this.isDatePatternHourly = isDatePatternHourly(datePattern);
}

private boolean isDatePatternHourly(String datePattern) {
DateTimeFormatter formatter = DateTimeFormatter.ofPattern(datePattern);
LocalDateTime refDateTime = LocalDateTime.of(2017, 01, 01, 10, 0, 0);
String refDateTimeString = refDateTime.format(formatter);
LocalDateTime refDateTimeAtStartOfDay = refDateTime.withHour(0);
String refDateTimeStringAtStartOfDay = refDateTimeAtStartOfDay.format(formatter);
return !refDateTimeString.equals(refDateTimeStringAtStartOfDay);
this.isDatePatternHourly = isDatePatternHourly;
}

@Override
Expand All @@ -72,7 +79,7 @@ public boolean hasNext() {
@Override
public LocalDateTime next() {
LocalDateTime dateTime = startDate;
startDate = isDatePatternHourly ? startDate.plusHours(1) : startDate.plusDays(1);
startDate = this.isDatePatternHourly ? startDate.plusHours(1) : startDate.plusDays(1);
return dateTime;
}

Expand All @@ -82,15 +89,35 @@ public void remove() {
}
}

private boolean isDatePatternHourly(String datePattern) {
DateTimeFormatter formatter = DateTimeFormat.forPattern(datePattern);
LocalDateTime refDateTime = new LocalDateTime(2017, 01, 01, 10, 0, 0);
String refDateTimeString = refDateTime.toString(formatter);
LocalDateTime refDateTimeAtStartOfDay = refDateTime.withHourOfDay(0);
String refDateTimeStringAtStartOfDay = refDateTimeAtStartOfDay.toString(formatter);
return !refDateTimeString.equals(refDateTimeStringAtStartOfDay);
}

private boolean isLookbackTimeStringDaily(String lookbackTime) {
PeriodFormatter periodFormatter = new PeriodFormatterBuilder().appendDays().appendSuffix("d").toFormatter();
try {
periodFormatter.parsePeriod(lookbackTime);
return true;
} catch (Exception e) {
return false;
}
}

@Override
protected List<FileStatus> getFilesAtPath(FileSystem fs, Path path, PathFilter fileFilter) throws IOException {
DateTimeFormatter formatter = DateTimeFormatter.ofPattern(datePattern);
DateTimeFormatter formatter = DateTimeFormat.forPattern(datePattern);
LocalDateTime endDate = LocalDateTime.now();
LocalDateTime startDate = endDate.minusDays(lookbackDays);
DateRangeIterator dateRangeIterator = new DateRangeIterator(startDate, endDate, datePattern);
LocalDateTime startDate = endDate.minus(this.lookbackPeriod);

DateRangeIterator dateRangeIterator = new DateRangeIterator(startDate, endDate, isPatternHourly);
List<FileStatus> fileStatuses = Lists.newArrayList();
while (dateRangeIterator.hasNext()) {
Path pathWithDateTime = new Path(path, dateRangeIterator.next().format(formatter));
Path pathWithDateTime = new Path(path, dateRangeIterator.next().toString(formatter));
fileStatuses.addAll(super.getFilesAtPath(fs, pathWithDateTime, fileFilter));
}
return fileStatuses;
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -17,8 +17,9 @@

package org.apache.gobblin.data.management.copy;

import java.time.LocalDateTime;
import java.time.format.DateTimeFormatter;
import org.joda.time.LocalDateTime;
import org.joda.time.format.DateTimeFormat;
import org.joda.time.format.DateTimeFormatter;
import org.testng.Assert;
import org.testng.annotations.Test;

Expand All @@ -29,28 +30,28 @@ public class DateRangeIteratorTest {

@Test
public void testIterator() {
LocalDateTime endDate = LocalDateTime.of(2017, 1, 1, 0, 0, 0);
LocalDateTime endDate = new LocalDateTime(2017, 1, 1, 0, 0, 0);
LocalDateTime startDate = endDate.minusHours(2);
String datePattern = "HH/yyyy/MM/dd";
DateTimeFormatter format = DateTimeFormatter.ofPattern(datePattern);
DateTimeFormatter format = DateTimeFormat.forPattern(datePattern);
TimeAwareRecursiveCopyableDataset.DateRangeIterator dateRangeIterator =
new TimeAwareRecursiveCopyableDataset.DateRangeIterator(startDate, endDate, datePattern);
new TimeAwareRecursiveCopyableDataset.DateRangeIterator(startDate, endDate, true);
LocalDateTime dateTime = dateRangeIterator.next();
Assert.assertEquals(dateTime.format(format), "22/2016/12/31");
Assert.assertEquals(dateTime.toString(format), "22/2016/12/31");
dateTime = dateRangeIterator.next();
Assert.assertEquals(dateTime.format(format), "23/2016/12/31");
Assert.assertEquals(dateTime.toString(format), "23/2016/12/31");
dateTime = dateRangeIterator.next();
Assert.assertEquals(dateTime.format(format), "00/2017/01/01");
Assert.assertEquals(dateTime.toString(format), "00/2017/01/01");
Assert.assertEquals(dateRangeIterator.hasNext(), false);

datePattern = "yyyy/MM/dd";
format = DateTimeFormatter.ofPattern(datePattern);
format = DateTimeFormat.forPattern(datePattern);
startDate = endDate.minusDays(1);
dateRangeIterator = new TimeAwareRecursiveCopyableDataset.DateRangeIterator(startDate, endDate, datePattern);
dateRangeIterator = new TimeAwareRecursiveCopyableDataset.DateRangeIterator(startDate, endDate, false);
dateTime = dateRangeIterator.next();
Assert.assertEquals(dateTime.format(format), "2016/12/31");
Assert.assertEquals(dateTime.toString(format), "2016/12/31");
dateTime = dateRangeIterator.next();
Assert.assertEquals(dateTime.format(format), "2017/01/01");
Assert.assertEquals(dateTime.toString(format), "2017/01/01");
Assert.assertEquals(dateRangeIterator.hasNext(), false);
}
}
Original file line number Diff line number Diff line change
@@ -0,0 +1,189 @@
/*
* 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.gobblin.data.management.copy;

import java.io.IOException;
import java.util.HashSet;
import java.util.List;
import java.util.Properties;
import java.util.Set;

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.hadoop.fs.PathFilter;
import org.joda.time.LocalDateTime;
import org.joda.time.Period;
import org.joda.time.format.DateTimeFormat;
import org.joda.time.format.DateTimeFormatter;
import org.joda.time.format.PeriodFormatter;
import org.joda.time.format.PeriodFormatterBuilder;
import org.testng.Assert;
import org.testng.annotations.AfterClass;
import org.testng.annotations.BeforeClass;
import org.testng.annotations.Test;

import org.apache.gobblin.util.PathUtils;
import org.apache.gobblin.util.filters.HiddenFilter;

public class TimeAwareRecursiveCopyableDatasetTest {
private FileSystem fs;
private Path baseDir1;
private Path baseDir2;

private static final String NUM_LOOKBACK_DAYS_STR = "2d";
private static final Integer NUM_LOOKBACK_DAYS = 2;
private static final String NUM_LOOKBACK_HOURS_STR = "4h";
private static final Integer NUM_LOOKBACK_HOURS = 4;
private static final Integer MAX_NUM_DAILY_DIRS = 4;
private static final Integer MAX_NUM_HOURLY_DIRS = 48;
private static final String NUM_LOOKBACK_DAYS_HOURS_STR = "1d1h";
private static final Integer NUM_DAYS_HOURS_DIRS = 25;

@BeforeClass
public void setUp() throws IOException {
Assert.assertTrue(NUM_LOOKBACK_DAYS < MAX_NUM_DAILY_DIRS);
Assert.assertTrue(NUM_LOOKBACK_HOURS < MAX_NUM_HOURLY_DIRS);

this.fs = FileSystem.getLocal(new Configuration());

baseDir1 = new Path("/tmp/src/ds1/hourly");
if (fs.exists(baseDir1)) {
fs.delete(baseDir1, true);
}
fs.mkdirs(baseDir1);

baseDir2 = new Path("/tmp/src/ds1/daily");
if (fs.exists(baseDir2)) {
fs.delete(baseDir2, true);
}
fs.mkdirs(baseDir2);
PeriodFormatter formatter = new PeriodFormatterBuilder().appendDays().appendSuffix("d").appendHours().appendSuffix("h").toFormatter();
Period period = formatter.parsePeriod(NUM_LOOKBACK_DAYS_HOURS_STR);
}

@Test
public void testGetFilesAtPath() throws IOException {
String datePattern = "yyyy/MM/dd/HH";
DateTimeFormatter formatter = DateTimeFormat.forPattern(datePattern);

LocalDateTime endDate = LocalDateTime.now();

Set<String> candidateFiles = new HashSet<>();
for (int i = 0; i < MAX_NUM_HOURLY_DIRS; i++) {
String startDate = endDate.minusHours(i).toString(formatter);
Path subDirPath = new Path(baseDir1, new Path(startDate));
fs.mkdirs(subDirPath);
Path filePath = new Path(subDirPath, i + ".avro");
fs.create(filePath);
if (i < (NUM_LOOKBACK_HOURS + 1)) {
candidateFiles.add(filePath.toString());
}
}

//Lookback time = "4h"
Properties properties = new Properties();
properties.setProperty(TimeAwareRecursiveCopyableDataset.LOOKBACK_TIME_KEY, NUM_LOOKBACK_HOURS_STR);
properties.setProperty(TimeAwareRecursiveCopyableDataset.DATE_PATTERN_KEY, "yyyy/MM/dd/HH");

PathFilter pathFilter = new HiddenFilter();
TimeAwareRecursiveCopyableDataset dataset = new TimeAwareRecursiveCopyableDataset(fs, baseDir1, properties,
new Path("/tmp/src/*/hourly"));
List<FileStatus> fileStatusList = dataset.getFilesAtPath(fs, baseDir1, pathFilter);

Assert.assertEquals(fileStatusList.size(), NUM_LOOKBACK_HOURS + 1);

for (FileStatus fileStatus: fileStatusList) {
Assert.assertTrue(candidateFiles.contains(PathUtils.getPathWithoutSchemeAndAuthority(fileStatus.getPath()).toString()));
}

//Lookback time = "1d1h"
properties = new Properties();
properties.setProperty(TimeAwareRecursiveCopyableDataset.LOOKBACK_TIME_KEY, NUM_LOOKBACK_DAYS_HOURS_STR);
properties.setProperty(TimeAwareRecursiveCopyableDataset.DATE_PATTERN_KEY, "yyyy/MM/dd/HH");
dataset = new TimeAwareRecursiveCopyableDataset(fs, baseDir1, properties,
new Path("/tmp/src/*/hourly"));
fileStatusList = dataset.getFilesAtPath(fs, baseDir1, pathFilter);
candidateFiles = new HashSet<>();
datePattern = "yyyy/MM/dd/HH";
formatter = DateTimeFormat.forPattern(datePattern);

for (int i = 0; i < MAX_NUM_HOURLY_DIRS; i++) {
String startDate = endDate.minusHours(i).toString(formatter);
Path subDirPath = new Path(baseDir1, new Path(startDate));
Path filePath = new Path(subDirPath, i + ".avro");
if (i < NUM_DAYS_HOURS_DIRS + 1) {
candidateFiles.add(filePath.toString());
}
}

Assert.assertEquals(fileStatusList.size(), NUM_DAYS_HOURS_DIRS + 1);
for (FileStatus fileStatus: fileStatusList) {
Assert.assertTrue(candidateFiles.contains(PathUtils.getPathWithoutSchemeAndAuthority(fileStatus.getPath()).toString()));
}

//Lookback time = "2d"
datePattern = "yyyy/MM/dd";
formatter = DateTimeFormat.forPattern(datePattern);
endDate = LocalDateTime.now();

candidateFiles = new HashSet<>();
for (int i = 0; i < MAX_NUM_DAILY_DIRS; i++) {
String startDate = endDate.minusDays(i).toString(formatter);
Path subDirPath = new Path(baseDir2, new Path(startDate));
fs.mkdirs(subDirPath);
Path filePath = new Path(subDirPath, i + ".avro");
fs.create(filePath);
if (i < (NUM_LOOKBACK_DAYS + 1)) {
candidateFiles.add(filePath.toString());
}
}

properties = new Properties();
properties.setProperty(TimeAwareRecursiveCopyableDataset.LOOKBACK_TIME_KEY, NUM_LOOKBACK_DAYS_STR);
properties.setProperty(TimeAwareRecursiveCopyableDataset.DATE_PATTERN_KEY, "yyyy/MM/dd");

dataset = new TimeAwareRecursiveCopyableDataset(fs, baseDir2, properties,
new Path("/tmp/src/*/daily"));
fileStatusList = dataset.getFilesAtPath(fs, baseDir2, pathFilter);

Assert.assertEquals(fileStatusList.size(), NUM_LOOKBACK_DAYS + 1);
for (FileStatus fileStatus: fileStatusList) {
Assert.assertTrue(candidateFiles.contains(PathUtils.getPathWithoutSchemeAndAuthority(fileStatus.getPath()).toString()));
}
}

@Test (expectedExceptions = AssertionError.class)
public void testInstantiationError() {
//Daily directories, but look back time has days and hours. We should expect an assertion error.
Properties properties = new Properties();
properties.setProperty(TimeAwareRecursiveCopyableDataset.LOOKBACK_TIME_KEY, NUM_LOOKBACK_DAYS_HOURS_STR);
properties.setProperty(TimeAwareRecursiveCopyableDataset.DATE_PATTERN_KEY, "yyyy/MM/dd");

TimeAwareRecursiveCopyableDataset dataset = new TimeAwareRecursiveCopyableDataset(fs, baseDir2, properties,
new Path("/tmp/src/*/daily"));
}

@AfterClass
public void clean() throws IOException {
//Delete tmp directories
this.fs.delete(baseDir1, true);
this.fs.delete(baseDir2, true);
}
}