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* to you under the Apache License, Version 2.0 (the
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package org.apache.hadoop.yarn.server.resourcemanager.reservation;
import static org.junit.Assert.assertEquals;
import static org.junit.Assert.assertNull;
import static org.junit.Assert.fail;
import java.util.HashMap;
import java.util.Map;
import java.util.Map.Entry;
import java.util.Random;
import java.util.Set;
import java.util.TreeMap;
import org.apache.hadoop.yarn.api.records.ReservationRequest;
import org.apache.hadoop.yarn.api.records.Resource;
import org.apache.hadoop.yarn.server.resourcemanager.reservation.RLESparseResourceAllocation.RLEOperator;
import org.apache.hadoop.yarn.server.resourcemanager.reservation.exceptions.PlanningException;
import org.apache.hadoop.yarn.util.resource.DefaultResourceCalculator;
import org.apache.hadoop.yarn.util.resource.ResourceCalculator;
import org.junit.Assert;
import org.junit.Ignore;
import org.junit.Test;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
/**
* Testing the class {@link RLESparseResourceAllocation}.
*/
@SuppressWarnings("checkstyle:nowhitespaceafter")
public class TestRLESparseResourceAllocation {
private static final Logger LOG =
LoggerFactory.getLogger(TestRLESparseResourceAllocation.class);
@Test
public void testMergeAdd() throws PlanningException {
TreeMap<Long, Resource> a = new TreeMap<>();
TreeMap<Long, Resource> b = new TreeMap<>();
setupArrays(a, b);
RLESparseResourceAllocation rleA =
new RLESparseResourceAllocation(a, new DefaultResourceCalculator());
RLESparseResourceAllocation rleB =
new RLESparseResourceAllocation(b, new DefaultResourceCalculator());
RLESparseResourceAllocation out =
RLESparseResourceAllocation.merge(new DefaultResourceCalculator(),
Resource.newInstance(100 * 128 * 1024, 100 * 32), rleA, rleB,
RLEOperator.add, 18, 45);
System.out.println(out);
long[] time = { 18, 20, 22, 30, 33, 40, 43, 45 };
int[] alloc = { 10, 15, 20, 25, 30, 40, 30 };
validate(out, time, alloc);
}
@Test
public void testMergeMin() throws PlanningException {
TreeMap<Long, Resource> a = new TreeMap<>();
TreeMap<Long, Resource> b = new TreeMap<>();
setupArrays(a, b);
RLESparseResourceAllocation rleA =
new RLESparseResourceAllocation(a, new DefaultResourceCalculator());
RLESparseResourceAllocation rleB =
new RLESparseResourceAllocation(b, new DefaultResourceCalculator());
RLESparseResourceAllocation out =
RLESparseResourceAllocation.merge(new DefaultResourceCalculator(),
Resource.newInstance(100 * 128 * 1024, 100 * 32), rleA, rleB,
RLEOperator.min, 0, 60);
System.out.println(out);
long[] time = { 10, 22, 33, 40, 43, 50, 60 };
int[] alloc = { 5, 10, 15, 20, 10, 0 };
validate(out, time, alloc);
}
@Test
public void testMergeMax() throws PlanningException {
TreeMap<Long, Resource> a = new TreeMap<>();
TreeMap<Long, Resource> b = new TreeMap<>();
setupArrays(a, b);
RLESparseResourceAllocation rleA =
new RLESparseResourceAllocation(a, new DefaultResourceCalculator());
RLESparseResourceAllocation rleB =
new RLESparseResourceAllocation(b, new DefaultResourceCalculator());
RLESparseResourceAllocation out =
RLESparseResourceAllocation.merge(new DefaultResourceCalculator(),
Resource.newInstance(100 * 128 * 1024, 100 * 32), rleA, rleB,
RLEOperator.max, 0, 60);
System.out.println(out);
long[] time = { 10, 20, 30, 40, 50, 60 };
int[] alloc = { 5, 10, 15, 20, 10 };
validate(out, time, alloc);
}
@Test
public void testMergeSubtract() throws PlanningException {
TreeMap<Long, Resource> a = new TreeMap<>();
TreeMap<Long, Resource> b = new TreeMap<>();
setupArrays(a, b);
RLESparseResourceAllocation rleA =
new RLESparseResourceAllocation(a, new DefaultResourceCalculator());
RLESparseResourceAllocation rleB =
new RLESparseResourceAllocation(b, new DefaultResourceCalculator());
RLESparseResourceAllocation out =
RLESparseResourceAllocation.merge(new DefaultResourceCalculator(),
Resource.newInstance(100 * 128 * 1024, 100 * 32), rleA, rleB,
RLEOperator.subtract, 0, 60);
System.out.println(out);
long[] time = { 10, 11, 20, 22, 30, 33, 43, 50, 60 };
int[] alloc = { 5, 0, 5, 0, 5, 0, 10, -10 };
validate(out, time, alloc);
}
@Test
public void testMergesubtractTestNonNegative() throws PlanningException {
// starting with default array example
TreeMap<Long, Resource> a = new TreeMap<>();
TreeMap<Long, Resource> b = new TreeMap<>();
setupArrays(a, b);
RLESparseResourceAllocation rleA =
new RLESparseResourceAllocation(a, new DefaultResourceCalculator());
RLESparseResourceAllocation rleB =
new RLESparseResourceAllocation(b, new DefaultResourceCalculator());
try {
RLESparseResourceAllocation out =
RLESparseResourceAllocation.merge(new DefaultResourceCalculator(),
Resource.newInstance(100 * 128 * 1024, 100 * 32), rleA, rleB,
RLEOperator.subtractTestNonNegative, 0, 60);
fail();
} catch (PlanningException pe) {
// Expected!
}
// NOTE a is empty!! so the subtraction is implicitly considered negative
// and the test should fail
a = new TreeMap<>();
b = new TreeMap<>();
b.put(11L, Resource.newInstance(5, 6));
rleA = new RLESparseResourceAllocation(a, new DefaultResourceCalculator());
rleB = new RLESparseResourceAllocation(b, new DefaultResourceCalculator());
try {
RLESparseResourceAllocation out =
RLESparseResourceAllocation.merge(new DefaultResourceCalculator(),
Resource.newInstance(100 * 128 * 1024, 100 * 32), rleA, rleB,
RLEOperator.subtractTestNonNegative, 0, 60);
fail();
} catch (PlanningException pe) {
// Expected!
}
// Testing that the subtractTestNonNegative detects problems even if only
// one
// of the resource dimensions is "<0"
a.put(10L, Resource.newInstance(10, 5));
b.put(11L, Resource.newInstance(5, 6));
rleA = new RLESparseResourceAllocation(a, new DefaultResourceCalculator());
rleB = new RLESparseResourceAllocation(b, new DefaultResourceCalculator());
try {
RLESparseResourceAllocation out =
RLESparseResourceAllocation.merge(new DefaultResourceCalculator(),
Resource.newInstance(100 * 128 * 1024, 100 * 32), rleA, rleB,
RLEOperator.subtractTestNonNegative, 0, 60);
fail();
} catch (PlanningException pe) {
// Expected!
}
// try with reverse setting
a.put(10L, Resource.newInstance(5, 10));
b.put(11L, Resource.newInstance(6, 5));
rleA = new RLESparseResourceAllocation(a, new DefaultResourceCalculator());
rleB = new RLESparseResourceAllocation(b, new DefaultResourceCalculator());
try {
RLESparseResourceAllocation out =
RLESparseResourceAllocation.merge(new DefaultResourceCalculator(),
Resource.newInstance(100 * 128 * 1024, 100 * 32), rleA, rleB,
RLEOperator.subtractTestNonNegative, 0, 60);
fail();
} catch (PlanningException pe) {
// Expected!
}
// trying a case that should work
a.put(10L, Resource.newInstance(10, 6));
b.put(11L, Resource.newInstance(5, 6));
rleA = new RLESparseResourceAllocation(a, new DefaultResourceCalculator());
rleB = new RLESparseResourceAllocation(b, new DefaultResourceCalculator());
RLESparseResourceAllocation out =
RLESparseResourceAllocation.merge(new DefaultResourceCalculator(),
Resource.newInstance(100 * 128 * 1024, 100 * 32), rleA, rleB,
RLEOperator.subtractTestNonNegative, 0, 60);
}
@Test
@Ignore
public void testMergeSpeed() throws PlanningException {
for (int j = 0; j < 100; j++) {
TreeMap<Long, Resource> a = new TreeMap<>();
TreeMap<Long, Resource> b = new TreeMap<>();
Random rand = new Random();
long startA = 0;
long startB = 0;
for (int i = 0; i < 1000 + rand.nextInt(9000); i++) {
startA += rand.nextInt(100);
startB += rand.nextInt(100);
a.put(startA,
Resource.newInstance(rand.nextInt(10240), rand.nextInt(10)));
b.put(startB,
Resource.newInstance(rand.nextInt(10240), rand.nextInt(10)));
}
RLESparseResourceAllocation rleA =
new RLESparseResourceAllocation(a, new DefaultResourceCalculator());
RLESparseResourceAllocation rleB =
new RLESparseResourceAllocation(b, new DefaultResourceCalculator());
long start = System.currentTimeMillis();
RLESparseResourceAllocation out =
RLESparseResourceAllocation.merge(new DefaultResourceCalculator(),
Resource.newInstance(100 * 128 * 1024, 100 * 32), rleA, rleB,
RLEOperator.add, Long.MIN_VALUE, Long.MAX_VALUE);
long end = System.currentTimeMillis();
System.out.println(" Took: " + (end - start) + "ms ");
}
}
@Test
public void testRangeOverlapping() {
ResourceCalculator resCalc = new DefaultResourceCalculator();
RLESparseResourceAllocation r = new RLESparseResourceAllocation(resCalc);
int[] alloc = { 10, 10, 10, 10, 10, 10 };
int start = 100;
Set<Entry<ReservationInterval, Resource>> inputs =
generateAllocation(start, alloc, false).entrySet();
for (Entry<ReservationInterval, Resource> ip : inputs) {
r.addInterval(ip.getKey(), ip.getValue());
}
long s = r.getEarliestStartTime();
long d = r.getLatestNonNullTime();
// tries to trigger "out-of-range" bug
r = r.getRangeOverlapping(s, d);
r = r.getRangeOverlapping(s - 1, d - 1);
r = r.getRangeOverlapping(s + 1, d + 1);
}
@Test
public void testBlocks() {
ResourceCalculator resCalc = new DefaultResourceCalculator();
RLESparseResourceAllocation rleSparseVector =
new RLESparseResourceAllocation(resCalc);
int[] alloc = { 10, 10, 10, 10, 10, 10 };
int start = 100;
Set<Entry<ReservationInterval, Resource>> inputs =
generateAllocation(start, alloc, false).entrySet();
for (Entry<ReservationInterval, Resource> ip : inputs) {
rleSparseVector.addInterval(ip.getKey(), ip.getValue());
}
LOG.info(rleSparseVector.toString());
Assert.assertFalse(rleSparseVector.isEmpty());
Assert.assertEquals(Resource.newInstance(0, 0),
rleSparseVector.getCapacityAtTime(99));
Assert.assertEquals(Resource.newInstance(0, 0),
rleSparseVector.getCapacityAtTime(start + alloc.length + 1));
for (int i = 0; i < alloc.length; i++) {
Assert.assertEquals(Resource.newInstance(1024 * (alloc[i]), (alloc[i])),
rleSparseVector.getCapacityAtTime(start + i));
}
Assert.assertEquals(Resource.newInstance(0, 0),
rleSparseVector.getCapacityAtTime(start + alloc.length + 2));
for (Entry<ReservationInterval, Resource> ip : inputs) {
rleSparseVector.removeInterval(ip.getKey(), ip.getValue());
}
LOG.info(rleSparseVector.toString());
for (int i = 0; i < alloc.length; i++) {
Assert.assertEquals(Resource.newInstance(0, 0),
rleSparseVector.getCapacityAtTime(start + i));
}
Assert.assertTrue(rleSparseVector.isEmpty());
}
@Test
public void testPartialRemoval() {
ResourceCalculator resCalc = new DefaultResourceCalculator();
RLESparseResourceAllocation rleSparseVector =
new RLESparseResourceAllocation(resCalc);
ReservationInterval riAdd = new ReservationInterval(10, 20);
Resource rr = Resource.newInstance(1024 * 100, 100);
ReservationInterval riAdd2 = new ReservationInterval(20, 30);
Resource rr2 = Resource.newInstance(1024 * 200, 200);
ReservationInterval riRemove = new ReservationInterval(12, 25);
// same if we use this
// ReservationRequest rrRemove =
// ReservationRequest.newInstance(Resource.newInstance(1024, 1), 100, 1,6);
LOG.info(rleSparseVector.toString());
rleSparseVector.addInterval(riAdd, rr);
rleSparseVector.addInterval(riAdd2, rr2);
LOG.info(rleSparseVector.toString());
rleSparseVector.removeInterval(riRemove, rr);
LOG.info(rleSparseVector.toString());
// Current bug prevents this to pass. The RLESparseResourceAllocation
// does not handle removal of "partial"
// allocations correctly.
Assert.assertEquals(102400,
rleSparseVector.getCapacityAtTime(10).getMemorySize());
Assert.assertEquals(0,
rleSparseVector.getCapacityAtTime(13).getMemorySize());
Assert.assertEquals(0,
rleSparseVector.getCapacityAtTime(19).getMemorySize());
Assert.assertEquals(102400,
rleSparseVector.getCapacityAtTime(21).getMemorySize());
Assert.assertEquals(2 * 102400,
rleSparseVector.getCapacityAtTime(26).getMemorySize());
ReservationInterval riRemove2 = new ReservationInterval(9, 13);
rleSparseVector.removeInterval(riRemove2, rr);
LOG.info(rleSparseVector.toString());
Assert.assertEquals(0,
rleSparseVector.getCapacityAtTime(11).getMemorySize());
Assert.assertEquals(-102400,
rleSparseVector.getCapacityAtTime(9).getMemorySize());
Assert.assertEquals(0,
rleSparseVector.getCapacityAtTime(13).getMemorySize());
Assert.assertEquals(102400,
rleSparseVector.getCapacityAtTime(20).getMemorySize());
}
@Test
public void testSteps() {
ResourceCalculator resCalc = new DefaultResourceCalculator();
RLESparseResourceAllocation rleSparseVector =
new RLESparseResourceAllocation(resCalc);
int[] alloc = { 10, 10, 10, 10, 10, 10 };
int start = 100;
Set<Entry<ReservationInterval, Resource>> inputs =
generateAllocation(start, alloc, true).entrySet();
for (Entry<ReservationInterval, Resource> ip : inputs) {
rleSparseVector.addInterval(ip.getKey(), ip.getValue());
}
LOG.info(rleSparseVector.toString());
Assert.assertFalse(rleSparseVector.isEmpty());
Assert.assertEquals(Resource.newInstance(0, 0),
rleSparseVector.getCapacityAtTime(99));
Assert.assertEquals(Resource.newInstance(0, 0),
rleSparseVector.getCapacityAtTime(start + alloc.length + 1));
for (int i = 0; i < alloc.length; i++) {
Assert.assertEquals(
Resource.newInstance(1024 * (alloc[i] + i), (alloc[i] + i)),
rleSparseVector.getCapacityAtTime(start + i));
}
Assert.assertEquals(Resource.newInstance(0, 0),
rleSparseVector.getCapacityAtTime(start + alloc.length + 2));
for (Entry<ReservationInterval, Resource> ip : inputs) {
rleSparseVector.removeInterval(ip.getKey(), ip.getValue());
}
LOG.info(rleSparseVector.toString());
for (int i = 0; i < alloc.length; i++) {
Assert.assertEquals(Resource.newInstance(0, 0),
rleSparseVector.getCapacityAtTime(start + i));
}
Assert.assertTrue(rleSparseVector.isEmpty());
}
@Test
public void testSkyline() {
ResourceCalculator resCalc = new DefaultResourceCalculator();
RLESparseResourceAllocation rleSparseVector =
new RLESparseResourceAllocation(resCalc);
int[] alloc = { 0, 5, 10, 10, 5, 0 };
int start = 100;
Set<Entry<ReservationInterval, Resource>> inputs =
generateAllocation(start, alloc, true).entrySet();
for (Entry<ReservationInterval, Resource> ip : inputs) {
rleSparseVector.addInterval(ip.getKey(), ip.getValue());
}
LOG.info(rleSparseVector.toString());
Assert.assertFalse(rleSparseVector.isEmpty());
Assert.assertEquals(Resource.newInstance(0, 0),
rleSparseVector.getCapacityAtTime(99));
Assert.assertEquals(Resource.newInstance(0, 0),
rleSparseVector.getCapacityAtTime(start + alloc.length + 1));
for (int i = 0; i < alloc.length; i++) {
Assert.assertEquals(
Resource.newInstance(1024 * (alloc[i] + i), (alloc[i] + i)),
rleSparseVector.getCapacityAtTime(start + i));
}
Assert.assertEquals(Resource.newInstance(0, 0),
rleSparseVector.getCapacityAtTime(start + alloc.length + 2));
for (Entry<ReservationInterval, Resource> ip : inputs) {
rleSparseVector.removeInterval(ip.getKey(), ip.getValue());
}
LOG.info(rleSparseVector.toString());
for (int i = 0; i < alloc.length; i++) {
Assert.assertEquals(Resource.newInstance(0, 0),
rleSparseVector.getCapacityAtTime(start + i));
}
Assert.assertTrue(rleSparseVector.isEmpty());
}
@Test
public void testZeroAllocation() {
ResourceCalculator resCalc = new DefaultResourceCalculator();
RLESparseResourceAllocation rleSparseVector =
new RLESparseResourceAllocation(resCalc);
rleSparseVector.addInterval(new ReservationInterval(0, Long.MAX_VALUE),
Resource.newInstance(0, 0));
LOG.info(rleSparseVector.toString());
Assert.assertEquals(Resource.newInstance(0, 0),
rleSparseVector.getCapacityAtTime(new Random().nextLong()));
Assert.assertTrue(rleSparseVector.isEmpty());
}
@Test
public void testToIntervalMap() {
ResourceCalculator resCalc = new DefaultResourceCalculator();
RLESparseResourceAllocation rleSparseVector =
new RLESparseResourceAllocation(resCalc);
Map<ReservationInterval, Resource> mapAllocations;
// Check empty
mapAllocations = rleSparseVector.toIntervalMap();
Assert.assertTrue(mapAllocations.isEmpty());
// Check full
int[] alloc = { 0, 5, 10, 10, 5, 0, 5, 0 };
int start = 100;
Set<Entry<ReservationInterval, Resource>> inputs =
generateAllocation(start, alloc, false).entrySet();
for (Entry<ReservationInterval, Resource> ip : inputs) {
rleSparseVector.addInterval(ip.getKey(), ip.getValue());
}
mapAllocations = rleSparseVector.toIntervalMap();
Assert.assertTrue(mapAllocations.size() == 5);
for (Entry<ReservationInterval, Resource> entry : mapAllocations
.entrySet()) {
ReservationInterval interval = entry.getKey();
Resource resource = entry.getValue();
if (interval.getStartTime() == 101L) {
Assert.assertTrue(interval.getEndTime() == 102L);
Assert.assertEquals(resource, Resource.newInstance(5 * 1024, 5));
} else if (interval.getStartTime() == 102L) {
Assert.assertTrue(interval.getEndTime() == 104L);
Assert.assertEquals(resource, Resource.newInstance(10 * 1024, 10));
} else if (interval.getStartTime() == 104L) {
Assert.assertTrue(interval.getEndTime() == 105L);
Assert.assertEquals(resource, Resource.newInstance(5 * 1024, 5));
} else if (interval.getStartTime() == 105L) {
Assert.assertTrue(interval.getEndTime() == 106L);
Assert.assertEquals(resource, Resource.newInstance(0 * 1024, 0));
} else if (interval.getStartTime() == 106L) {
Assert.assertTrue(interval.getEndTime() == 107L);
Assert.assertEquals(resource, Resource.newInstance(5 * 1024, 5));
} else {
Assert.fail();
}
}
}
@Test
public void testMaxPeriodicCapacity() {
long[] timeSteps = { 0L, 1L, 2L, 3L, 4L, 5L, 6L, 7L };
int[] alloc = { 2, 5, 7, 10, 3, 4, 6, 8 };
RLESparseResourceAllocation rleSparseVector = ReservationSystemTestUtil
.generateRLESparseResourceAllocation(alloc, timeSteps);
LOG.info(rleSparseVector.toString());
Assert.assertEquals(rleSparseVector.getMaximumPeriodicCapacity(0, 1),
Resource.newInstance(10, 10));
Assert.assertEquals(rleSparseVector.getMaximumPeriodicCapacity(0, 2),
Resource.newInstance(7, 7));
Assert.assertEquals(rleSparseVector.getMaximumPeriodicCapacity(0, 3),
Resource.newInstance(10, 10));
Assert.assertEquals(rleSparseVector.getMaximumPeriodicCapacity(0, 4),
Resource.newInstance(3, 3));
Assert.assertEquals(rleSparseVector.getMaximumPeriodicCapacity(0, 5),
Resource.newInstance(4, 4));
Assert.assertEquals(rleSparseVector.getMaximumPeriodicCapacity(0, 5),
Resource.newInstance(4, 4));
Assert.assertEquals(rleSparseVector.getMaximumPeriodicCapacity(7, 5),
Resource.newInstance(8, 8));
Assert.assertEquals(rleSparseVector.getMaximumPeriodicCapacity(10, 3),
Resource.newInstance(0, 0));
}
@Test
public void testGetMinimumCapacityInInterval() {
long[] timeSteps = { 0L, 1L, 2L, 3L, 4L, 5L, 6L, 7L };
int[] alloc = { 2, 5, 7, 10, 3, 4, 0, 8 };
RLESparseResourceAllocation rleSparseVector = ReservationSystemTestUtil
.generateRLESparseResourceAllocation(alloc, timeSteps);
LOG.info(rleSparseVector.toString());
Assert.assertEquals(rleSparseVector.getMinimumCapacityInInterval(
new ReservationInterval(1L, 3L)), Resource.newInstance(5, 5));
Assert.assertEquals(rleSparseVector.getMinimumCapacityInInterval(
new ReservationInterval(2L, 5L)), Resource.newInstance(3, 3));
Assert.assertEquals(rleSparseVector.getMinimumCapacityInInterval(
new ReservationInterval(1L, 7L)), Resource.newInstance(0, 0));
}
private void setupArrays(TreeMap<Long, Resource> a,
TreeMap<Long, Resource> b) {
a.put(10L, Resource.newInstance(5, 5));
a.put(20L, Resource.newInstance(10, 10));
a.put(30L, Resource.newInstance(15, 15));
a.put(40L, Resource.newInstance(20, 20));
a.put(50L, Resource.newInstance(0, 0));
b.put(11L, Resource.newInstance(5, 5));
b.put(22L, Resource.newInstance(10, 10));
b.put(33L, Resource.newInstance(15, 15));
b.put(40L, Resource.newInstance(20, 20));
b.put(42L, Resource.newInstance(20, 20));
b.put(43L, Resource.newInstance(10, 10));
}
private void validate(RLESparseResourceAllocation out, long[] time,
int[] alloc) {
int i = 0;
for (Entry<Long, Resource> res : out.getCumulative().entrySet()) {
assertEquals(time[i], ((long) res.getKey()));
if (i > alloc.length - 1) {
assertNull(res.getValue());
} else {
assertEquals(alloc[i], res.getValue().getVirtualCores());
}
i++;
}
assertEquals(time.length, i);
}
private Map<ReservationInterval, Resource> generateAllocation(int startTime,
int[] alloc, boolean isStep) {
Map<ReservationInterval, Resource> req =
new HashMap<ReservationInterval, Resource>();
int numContainers = 0;
for (int i = 0; i < alloc.length; i++) {
if (isStep) {
numContainers = alloc[i] + i;
} else {
numContainers = alloc[i];
}
req.put(new ReservationInterval(startTime + i, startTime + i + 1),
ReservationSystemUtil.toResource(ReservationRequest
.newInstance(Resource.newInstance(1024, 1), (numContainers))));
}
return req;
}
}