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YARN-9267. General improvements in FpgaResourceHandlerImpl. Contributed by Peter Bacsko.

This commit is contained in:
Devaraj K 2019-03-21 11:15:56 -07:00
parent 9f1c017f44
commit a99eb80659
3 changed files with 151 additions and 60 deletions
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28
hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/java/org/apache/hadoop/yarn/server/nodemanager/containermanager/linux/resources/fpga/FpgaResourceAllocator.java
View File

@ -29,7 +29,6 @@ import org.apache.hadoop.yarn.api.records.ContainerId;
import org.apache.hadoop.yarn.server.nodemanager.Context;
import org.apache.hadoop.yarn.server.nodemanager.containermanager.container.Container;
import org.apache.hadoop.yarn.server.nodemanager.containermanager.linux.resources.ResourceHandlerException;
import org.apache.hadoop.yarn.server.nodemanager.containermanager.resourceplugin.fpga.FpgaDiscoverer;
import java.io.IOException;
import java.io.Serializable;
@ -143,6 +142,8 @@ public class FpgaResourceAllocator {
private Integer minor;
// IP file identifier. matrix multiplication for instance
private String IPID;
// SHA-256 hash of the uploaded aocx file
private String aocxHash;
// the device name under /dev
private String devName;
// the alias device name. Intel use acl number acl0 to acl31
@ -168,6 +169,14 @@ public class FpgaResourceAllocator {
return IPID;
}
public String getAocxHash() {
return aocxHash;
}
public void setAocxHash(String hash) {
this.aocxHash = hash;
}
public void setIPID(String IPID) {
this.IPID = IPID;
}
@ -263,7 +272,8 @@ public class FpgaResourceAllocator {
@Override
public String toString() {
return "FPGA Device:(Type: " + this.type + ", Major: " +
this.major + ", Minor: " + this.minor + ", IPID: " + this.IPID + ")";
this.major + ", Minor: " + this.minor + ", IPID: " +
this.IPID + ", Hash: " + this.aocxHash + ")";
}
}
@ -279,11 +289,14 @@ public class FpgaResourceAllocator {
}
public synchronized void updateFpga(String requestor,
FpgaDevice device, String newIPID) {
FpgaDevice device, String newIPID, String newHash) {
List<FpgaDevice> usedFpgas = usedFpgaByRequestor.get(requestor);
int index = findMatchedFpga(usedFpgas, device);
if (-1 != index) {
usedFpgas.get(index).setIPID(newIPID);
FpgaDevice fpga = usedFpgas.get(index);
fpga.setIPID(newIPID);
fpga.setAocxHash(newHash);
} else {
LOG.warn("Failed to update FPGA due to unknown reason " +
"that no record for this allocated device:" + device);
@ -307,12 +320,12 @@ public class FpgaResourceAllocator {
* @param type vendor plugin supported FPGA device type
* @param count requested FPGA slot count
* @param container container id
* @param IPIDPreference allocate slot with this IPID first
* @param ipidHash hash of the localized aocx file
* @return Instance consists two List of allowed and denied {@link FpgaDevice}
* @throws ResourceHandlerException When failed to allocate or write state store
* */
public synchronized FpgaAllocation assignFpga(String type, long count,
Container container, String IPIDPreference) throws ResourceHandlerException {
Container container, String ipidHash) throws ResourceHandlerException {
List<FpgaDevice> currentAvailableFpga = availableFpga.get(type);
String requestor = container.getContainerId().toString();
if (null == currentAvailableFpga) {
@ -327,8 +340,9 @@ public class FpgaResourceAllocator {
List<FpgaDevice> assignedFpgas = new LinkedList<>();
int matchIPCount = 0;
for (int i = 0; i < currentAvailableFpga.size(); i++) {
if ( null != currentAvailableFpga.get(i).getIPID() &&
currentAvailableFpga.get(i).getIPID().equalsIgnoreCase(IPIDPreference)) {
String deviceIPIDhash = currentAvailableFpga.get(i).getAocxHash();
if (deviceIPIDhash != null &&
deviceIPIDhash.equalsIgnoreCase(ipidHash)) {
assignedFpgas.add(currentAvailableFpga.get(i));
currentAvailableFpga.remove(i);
matchIPCount++;

59
hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/main/java/org/apache/hadoop/yarn/server/nodemanager/containermanager/linux/resources/fpga/FpgaResourceHandlerImpl.java
View File

@ -19,9 +19,15 @@
package org.apache.hadoop.yarn.server.nodemanager.containermanager.linux.resources.fpga;
import com.google.common.annotations.VisibleForTesting;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import static org.apache.hadoop.yarn.api.records.ResourceInformation.FPGA_URI;
import java.io.FileInputStream;
import java.io.IOException;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.List;
import org.apache.commons.codec.digest.DigestUtils;
import org.apache.hadoop.classification.InterfaceAudience;
import org.apache.hadoop.classification.InterfaceStability;
import org.apache.hadoop.conf.Configuration;
@ -39,19 +45,16 @@ import org.apache.hadoop.yarn.server.nodemanager.containermanager.linux.resource
import org.apache.hadoop.yarn.server.nodemanager.containermanager.linux.resources.fpga.FpgaResourceAllocator.FpgaDevice;
import org.apache.hadoop.yarn.server.nodemanager.containermanager.resourceplugin.fpga.AbstractFpgaVendorPlugin;
import org.apache.hadoop.yarn.server.nodemanager.containermanager.resourceplugin.fpga.FpgaDiscoverer;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.List;
import static org.apache.hadoop.yarn.api.records.ResourceInformation.FPGA_URI;
import com.google.common.annotations.VisibleForTesting;
@InterfaceStability.Unstable
@InterfaceAudience.Private
public class FpgaResourceHandlerImpl implements ResourceHandler {
static final Logger LOG = LoggerFactory.
getLogger(FpgaResourceHandlerImpl.class);
private static final Logger LOG =
LoggerFactory.getLogger(FpgaResourceHandlerImpl.class);
private final String REQUEST_FPGA_IP_ID_KEY = "REQUESTED_FPGA_IP_ID";
@ -78,14 +81,13 @@ public class FpgaResourceHandlerImpl implements ResourceHandler {
}
@VisibleForTesting
public FpgaResourceAllocator getFpgaAllocator() {
FpgaResourceAllocator getFpgaAllocator() {
return allocator;
}
public String getRequestedIPID(Container container) {
String r= container.getLaunchContext().getEnvironment().
return container.getLaunchContext().getEnvironment().
get(REQUEST_FPGA_IP_ID_KEY);
return r == null ? "" : r;
}
@Override
@ -125,9 +127,22 @@ public class FpgaResourceHandlerImpl implements ResourceHandler {
try {
// allocate even request 0 FPGA because we need to deny all device numbers for this container
final String requestedIPID = getRequestedIPID(container);
String localizedIPIDHash = null;
ipFilePath = vendorPlugin.retrieveIPfilePath(
requestedIPID, container.getWorkDir(),
container.getResourceSet().getLocalizedResources());
if (ipFilePath != null) {
try (FileInputStream fis = new FileInputStream(ipFilePath)) {
localizedIPIDHash = DigestUtils.sha256Hex(fis);
} catch (IOException e) {
throw new ResourceHandlerException("Could not calculate SHA-256", e);
}
}
FpgaResourceAllocator.FpgaAllocation allocation = allocator.assignFpga(
vendorPlugin.getFpgaType(), deviceCount,
container, getRequestedIPID(container));
container, localizedIPIDHash);
LOG.info("FpgaAllocation:" + allocation);
PrivilegedOperation privilegedOperation =
@ -173,18 +188,18 @@ public class FpgaResourceHandlerImpl implements ResourceHandler {
for (int i = 0; i < allowed.size(); i++) {
FpgaDevice device = allowed.get(i);
majorMinorNumber = device.getMajor() + ":" + device.getMinor();
String currentIPID = device.getIPID();
if (null != currentIPID &&
currentIPID.equalsIgnoreCase(getRequestedIPID(container))) {
LOG.info("IP already in device \"" +
allowed.get(i).getAliasDevName() +
"," + majorMinorNumber + "\", skip reprogramming");
String currentHash = allowed.get(i).getAocxHash();
if (currentHash != null &&
currentHash.equalsIgnoreCase(localizedIPIDHash)) {
LOG.info("IP already in device \""
+ allowed.get(i).getAliasDevName() + "," +
majorMinorNumber + "\", skip reprogramming");
continue;
}
if (vendorPlugin.configureIP(ipFilePath, device)) {
// update the allocator that we update an IP of a device
allocator.updateFpga(containerIdStr, allowed.get(i),
getRequestedIPID(container));
requestedIPID, localizedIPIDHash);
//TODO: update the node constraint label
}
}

124
hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-nodemanager/src/test/java/org/apache/hadoop/yarn/server/nodemanager/containermanager/linux/resources/fpga/TestFpgaResourceHandler.java
View File

@ -18,6 +18,7 @@
package org.apache.hadoop.yarn.server.nodemanager.containermanager.linux.resources.fpga;
import static org.junit.Assert.assertEquals;
import static org.mockito.ArgumentMatchers.any;
import static org.mockito.ArgumentMatchers.anyInt;
import static org.mockito.ArgumentMatchers.anyList;
@ -31,7 +32,9 @@ import static org.mockito.Mockito.times;
import static org.mockito.Mockito.verify;
import static org.mockito.Mockito.when;
import java.io.File;
import java.io.IOException;
import java.nio.charset.StandardCharsets;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.HashMap;
@ -62,11 +65,23 @@ import org.apache.hadoop.yarn.server.nodemanager.containermanager.resourceplugin
import org.apache.hadoop.yarn.server.nodemanager.containermanager.resourceplugin.fpga.IntelFpgaOpenclPlugin;
import org.apache.hadoop.yarn.server.nodemanager.recovery.NMStateStoreService;
import org.apache.hadoop.yarn.util.resource.CustomResourceTypesConfigurationProvider;
import org.junit.After;
import org.junit.Assert;
import org.junit.Before;
import org.junit.Rule;
import org.junit.Test;
import org.junit.rules.ExpectedException;
import com.google.common.io.Files;
public class TestFpgaResourceHandler {
@Rule
public ExpectedException expected = ExpectedException.none();
private static final String HASHABLE_STRING = "abcdef";
private static final String EXPECTED_HASH =
"bef57ec7f53a6d40beb640a780a639c83bc29ac8a9816f1fc6c5c6dcd93c4721";
private Context mockContext;
private FpgaResourceHandlerImpl fpgaResourceHandler;
private Configuration configuration;
@ -75,10 +90,17 @@ public class TestFpgaResourceHandler {
private NMStateStoreService mockNMStateStore;
private ConcurrentHashMap<ContainerId, Container> runningContainersMap;
private IntelFpgaOpenclPlugin mockVendorPlugin;
private List<FpgaDevice> deviceList;
private static final String vendorType = "IntelOpenCL";
private File dummyAocx;
private String getTestParentFolder() {
File f = new File("target/temp/" + TestFpgaResourceHandler.class.getName());
return f.getAbsolutePath();
}
@Before
public void setup() {
public void setup() throws IOException {
CustomResourceTypesConfigurationProvider.
initResourceTypes(ResourceInformation.FPGA_URI);
configuration = new YarnConfiguration();
@ -88,13 +110,12 @@ public class TestFpgaResourceHandler {
mockNMStateStore = mock(NMStateStoreService.class);
mockContext = mock(Context.class);
// Assumed devices parsed from output
List<FpgaResourceAllocator.FpgaDevice> list = new ArrayList<>();
list.add(new FpgaResourceAllocator.FpgaDevice(vendorType, 247, 0, null));
list.add(new FpgaResourceAllocator.FpgaDevice(vendorType, 247, 1, null));
list.add(new FpgaResourceAllocator.FpgaDevice(vendorType, 247, 2, null));
list.add(new FpgaResourceAllocator.FpgaDevice(vendorType, 247, 3, null));
list.add(new FpgaResourceAllocator.FpgaDevice(vendorType, 247, 4, null));
mockVendorPlugin = mockPlugin(vendorType, list);
deviceList = new ArrayList<>();
for (int i = 0; i < 5; i++) {
deviceList.add(new FpgaDevice(vendorType, 247, i, null));
}
String aocxPath = getTestParentFolder() + "/test.aocx";
mockVendorPlugin = mockPlugin(vendorType, deviceList, aocxPath);
FpgaDiscoverer.getInstance().setConf(configuration);
when(mockContext.getNMStateStore()).thenReturn(mockNMStateStore);
runningContainersMap = new ConcurrentHashMap<>();
@ -102,6 +123,18 @@ public class TestFpgaResourceHandler {
fpgaResourceHandler = new FpgaResourceHandlerImpl(mockContext,
mockCGroupsHandler, mockPrivilegedExecutor, mockVendorPlugin);
dummyAocx = new File(aocxPath);
Files.createParentDirs(dummyAocx);
Files.touch(dummyAocx);
Files.append(HASHABLE_STRING, dummyAocx, StandardCharsets.UTF_8);
}
@After
public void teardown() {
if (dummyAocx != null) {
dummyAocx.delete();
}
}
@Test
@ -125,11 +158,11 @@ public class TestFpgaResourceHandler {
fpgaResourceHandler.bootstrap(configuration);
Assert.assertEquals(3,
fpgaResourceHandler.getFpgaAllocator().getAllowedFpga().size());
List<FpgaResourceAllocator.FpgaDevice> allowedDevices =
List<FpgaDevice> allowedDevices =
fpgaResourceHandler.getFpgaAllocator().getAllowedFpga();
for (String s : allowed.split(",")) {
boolean check = false;
for (FpgaResourceAllocator.FpgaDevice device : allowedDevices) {
for (FpgaDevice device : allowedDevices) {
if (device.getMinor().toString().equals(s)) {
check = true;
}
@ -212,9 +245,9 @@ public class TestFpgaResourceHandler {
fpgaResourceHandler.preStart(mockContainer(0, 1, "GEMM"));
Assert.assertEquals(1, fpgaResourceHandler.getFpgaAllocator().getUsedFpgaCount());
verifyDeniedDevices(getContainerId(0), Arrays.asList(1, 2));
List<FpgaResourceAllocator.FpgaDevice> list = fpgaResourceHandler.getFpgaAllocator()
List<FpgaDevice> list = fpgaResourceHandler.getFpgaAllocator()
.getUsedFpga().get(getContainerId(0).toString());
for (FpgaResourceAllocator.FpgaDevice device : list) {
for (FpgaDevice device : list) {
Assert.assertEquals("IP should be updated to GEMM", "GEMM", device.getIPID());
}
// Case 2. The id-1 container request 3 FPGA of IntelOpenCL and GEMM IP. this should fail
@ -254,7 +287,7 @@ public class TestFpgaResourceHandler {
// IPID should be GEMM for id-3 container
list = fpgaResourceHandler.getFpgaAllocator()
.getUsedFpga().get(getContainerId(3).toString());
for (FpgaResourceAllocator.FpgaDevice device : list) {
for (FpgaDevice device : list) {
Assert.assertEquals("IPID should be GEMM", "GEMM", device.getIPID());
}
Assert.assertEquals(2,
@ -286,20 +319,21 @@ public class TestFpgaResourceHandler {
@Test
public void testsAllocationWithExistingIPIDDevices()
throws ResourceHandlerException, PrivilegedOperationException {
throws ResourceHandlerException, PrivilegedOperationException,
IOException {
configuration.set(YarnConfiguration.NM_FPGA_ALLOWED_DEVICES, "0,1,2");
fpgaResourceHandler.bootstrap(configuration);
// The id-0 container request 3 FPGA of IntelOpenCL type and GEMM IP
fpgaResourceHandler.preStart(mockContainer(0, 3, "GEMM"));
Assert.assertEquals(3,
fpgaResourceHandler.getFpgaAllocator().getUsedFpgaCount());
List<FpgaResourceAllocator.FpgaDevice> list =
List<FpgaDevice> list =
fpgaResourceHandler
.getFpgaAllocator()
.getUsedFpga()
.get(getContainerId(0).toString());
fpgaResourceHandler.postComplete(getContainerId(0));
for (FpgaResourceAllocator.FpgaDevice device : list) {
for (FpgaDevice device : list) {
Assert.assertEquals("IP should be updated to GEMM", "GEMM",
device.getIPID());
}
@ -314,6 +348,8 @@ public class TestFpgaResourceHandler {
fpgaResourceHandler.postComplete(getContainerId(2));
// Case 2. id-2 container request preStart, with 1 plugin.configureIP called
// Add some characters to the dummy file to have its hash changed
Files.append("12345", dummyAocx, StandardCharsets.UTF_8);
fpgaResourceHandler.preStart(mockContainer(1, 1, "GZIP"));
// we should have 4 times invocation
verify(mockVendorPlugin, times(4)).configureIP(anyString(),
@ -342,7 +378,7 @@ public class TestFpgaResourceHandler {
fpgaResourceHandler.bootstrap(configuration);
Container container0 = mockContainer(0, 3, "GEMM");
fpgaResourceHandler.preStart(container0);
List<FpgaResourceAllocator.FpgaDevice> assigned =
List<FpgaDevice> assigned =
fpgaResourceHandler
.getFpgaAllocator()
.getUsedFpga()
@ -361,11 +397,11 @@ public class TestFpgaResourceHandler {
@Test
public void testReacquireContainer() throws ResourceHandlerException {
Container c0 = mockContainer(0, 2, "GEMM");
List<FpgaResourceAllocator.FpgaDevice> assigned = new ArrayList<>();
List<FpgaDevice> assigned = new ArrayList<>();
assigned.add(new
FpgaResourceAllocator.FpgaDevice(vendorType, 247, 0, null));
FpgaDevice(vendorType, 247, 0, null));
assigned.add(new
FpgaResourceAllocator.FpgaDevice(vendorType, 247, 1, null));
FpgaDevice(vendorType, 247, 1, null));
// Mock we've stored the c0 states
mockStateStoreForContainer(c0, assigned);
// NM start
@ -378,11 +414,11 @@ public class TestFpgaResourceHandler {
// Case 1. try recover state for id-0 container
fpgaResourceHandler.reacquireContainer(getContainerId(0));
// minor number matches
List<FpgaResourceAllocator.FpgaDevice> used =
List<FpgaDevice> used =
fpgaResourceHandler.getFpgaAllocator().
getUsedFpga().get(getContainerId(0).toString());
int count = 0;
for (FpgaResourceAllocator.FpgaDevice device : used) {
for (FpgaDevice device : used) {
if (device.getMinor().equals(0)){
count++;
}
@ -391,13 +427,13 @@ public class TestFpgaResourceHandler {
}
}
Assert.assertEquals("Unexpected used minor number in allocator",2, count);
List<FpgaResourceAllocator.FpgaDevice> available =
List<FpgaDevice> available =
fpgaResourceHandler
.getFpgaAllocator()
.getAvailableFpga()
.get(vendorType);
count = 0;
for (FpgaResourceAllocator.FpgaDevice device : available) {
for (FpgaDevice device : available) {
if (device.getMinor().equals(2)) {
count++;
}
@ -410,7 +446,7 @@ public class TestFpgaResourceHandler {
Container c1 = mockContainer(1, 1, "GEMM");
assigned = new ArrayList<>();
assigned.add(new
FpgaResourceAllocator.FpgaDevice(vendorType, 247, 5, null));
FpgaDevice(vendorType, 247, 5, null));
// Mock we've stored the c1 states
mockStateStoreForContainer(c1, assigned);
boolean flag = false;
@ -429,7 +465,7 @@ public class TestFpgaResourceHandler {
Container c2 = mockContainer(2, 1, "GEMM");
assigned = new ArrayList<>();
assigned.add(new
FpgaResourceAllocator.FpgaDevice(vendorType, 247, 1, null));
FpgaDevice(vendorType, 247, 1, null));
// Mock we've stored the c2 states
mockStateStoreForContainer(c2, assigned);
flag = false;
@ -448,7 +484,7 @@ public class TestFpgaResourceHandler {
Container c3 = mockContainer(3, 1, "GEMM");
assigned = new ArrayList<>();
assigned.add(new
FpgaResourceAllocator.FpgaDevice(vendorType, 247, 2, null));
FpgaDevice(vendorType, 247, 2, null));
// Mock we've stored the c2 states
mockStateStoreForContainer(c3, assigned);
fpgaResourceHandler.reacquireContainer(getContainerId(3));
@ -458,6 +494,33 @@ public class TestFpgaResourceHandler {
fpgaResourceHandler.getFpgaAllocator().getAvailableFpgaCount());
}
@Test
public void testSha256CalculationFails() throws ResourceHandlerException {
expected.expect(ResourceHandlerException.class);
expected.expectMessage("Could not calculate SHA-256");
dummyAocx.delete();
fpgaResourceHandler.preStart(mockContainer(0, 1, "GEMM"));
}
@Test
public void testSha256CalculationSucceeds()
throws IOException, ResourceHandlerException {
mockVendorPlugin =
mockPlugin(vendorType, deviceList, dummyAocx.getAbsolutePath());
fpgaResourceHandler = new FpgaResourceHandlerImpl(mockContext,
mockCGroupsHandler, mockPrivilegedExecutor, mockVendorPlugin);
fpgaResourceHandler.bootstrap(configuration);
fpgaResourceHandler.preStart(mockContainer(0, 1, "GEMM"));
// IP file is assigned to the first device
List<FpgaDevice> devices =
fpgaResourceHandler.getFpgaAllocator().getAllowedFpga();
FpgaDevice device = devices.get(0);
assertEquals("Hash value", EXPECTED_HASH, device.getAocxHash());
}
private void verifyDeniedDevices(ContainerId containerId,
List<Integer> deniedDevices)
throws ResourceHandlerException, PrivilegedOperationException {
@ -480,19 +543,18 @@ public class TestFpgaResourceHandler {
}
private static IntelFpgaOpenclPlugin mockPlugin(String type,
List<FpgaResourceAllocator.FpgaDevice> list) {
List<FpgaDevice> list, String aocxPath) {
IntelFpgaOpenclPlugin plugin = mock(IntelFpgaOpenclPlugin.class);
when(plugin.initPlugin(any())).thenReturn(true);
when(plugin.getFpgaType()).thenReturn(type);
when(plugin.retrieveIPfilePath(anyString(),
anyString(), anyMap())).thenReturn("/tmp");
anyString(), anyMap())).thenReturn(aocxPath);
when(plugin.configureIP(anyString(), any()))
.thenReturn(true);
when(plugin.discover(anyInt())).thenReturn(list);
return plugin;
}
private static Container mockContainer(int id, int numFpga, String IPID) {
Container c = mock(Container.class);
@ -519,7 +581,7 @@ public class TestFpgaResourceHandler {
}
private void mockStateStoreForContainer(Container container,
List<FpgaResourceAllocator.FpgaDevice> assigned) {
List<FpgaDevice> assigned) {
ResourceMappings rmap = new ResourceMappings();
ResourceMappings.AssignedResources ar =
new ResourceMappings.AssignedResources();