org.apache.hadoop.yarn.server.nodemanager.containermanager.linux.resources.TrafficController Maven / Gradle / Ivy
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* *
* Licensed to the Apache Software Foundation (ASF) under one
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* 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
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package org.apache.hadoop.yarn.server.nodemanager.containermanager.linux.resources;
import org.apache.hadoop.classification.InterfaceAudience;
import org.apache.hadoop.classification.InterfaceStability;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.yarn.conf.YarnConfiguration;
import org.apache.hadoop.yarn.server.nodemanager.containermanager.linux.privileged.PrivilegedOperation;
import org.apache.hadoop.yarn.server.nodemanager.containermanager.linux.privileged.PrivilegedOperationException;
import org.apache.hadoop.yarn.server.nodemanager.containermanager.linux.privileged.PrivilegedOperationExecutor;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import java.io.*;
import java.util.ArrayList;
import java.util.BitSet;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import java.util.regex.Matcher;
import java.util.regex.Pattern;
/**
* Wrapper around the 'tc' tool. Provides access to a very specific subset of
* the functionality provided by the tc tool.
*/
@InterfaceAudience.Private
@InterfaceStability.Unstable class TrafficController {
private static final Logger LOG =
LoggerFactory.getLogger(TrafficController.class);
private static final int ROOT_QDISC_HANDLE = 42;
private static final int ZERO_CLASS_ID = 0;
private static final int ROOT_CLASS_ID = 1;
/** Traffic shaping class used for all unclassified traffic */
private static final int DEFAULT_CLASS_ID = 2;
/** Traffic shaping class used for all YARN traffic */
private static final int YARN_ROOT_CLASS_ID = 3;
/** Classes 0-3 are used already. We need to ensure that container classes
* do not collide with these classids.
*/
private static final int MIN_CONTAINER_CLASS_ID = 4;
/** This is the number of distinct (container) traffic shaping classes
* that are supported */
private static final int MAX_CONTAINER_CLASSES = 1024;
private static final String MBIT_SUFFIX = "mbit";
private static final String TMP_FILE_PREFIX = "tc.";
private static final String TMP_FILE_SUFFIX = ".cmds";
/** Root queuing discipline attached to the root of the interface */
private static final String FORMAT_QDISC_ADD_TO_ROOT_WITH_DEFAULT =
"qdisc add dev %s root handle %d: htb default %s";
/** Specifies a cgroup/classid based filter - based on the classid associated
* with the outbound packet, the corresponding traffic shaping rule is used
* . Please see tc documentation for additional details.
*/
private static final String FORMAT_FILTER_CGROUP_ADD_TO_PARENT =
"filter add dev %s parent %d: protocol ip prio 10 handle 1: cgroup";
/** Standard format for adding a traffic shaping class to a parent, with
* the specified bandwidth limits
*/
private static final String FORMAT_CLASS_ADD_TO_PARENT_WITH_RATES =
"class add dev %s parent %d:%d classid %d:%d htb rate %s ceil %s";
/** Standard format to delete a traffic shaping class */
private static final String FORMAT_DELETE_CLASS =
"class del dev %s classid %d:%d";
/** Format of the classid that is to be used with the net_cls cgroup. Needs
* to be of the form 0xAAAABBBB */
private static final String FORMAT_NET_CLS_CLASS_ID = "0x%04d%04d";
/** Commands to read the qdsic(s)/filter(s)/class(es) associated with an
* interface
*/
private static final String FORMAT_READ_STATE =
"qdisc show dev %1$s%n" +
"filter show dev %1$s%n" +
"class show dev %1$s";
private static final String FORMAT_READ_CLASSES = "class show dev %s";
/** Delete a qdisc and all its children - classes/filters etc */
private static final String FORMAT_WIPE_STATE =
"qdisc del dev %s parent root";
private final Configuration conf;
//Used to store the set of classids in use for container classes
private final BitSet classIdSet;
private final PrivilegedOperationExecutor privilegedOperationExecutor;
private String tmpDirPath;
private String device;
private int rootBandwidthMbit;
private int yarnBandwidthMbit;
private int defaultClassBandwidthMbit;
TrafficController(Configuration conf, PrivilegedOperationExecutor exec) {
this.conf = conf;
this.classIdSet = new BitSet(MAX_CONTAINER_CLASSES);
this.privilegedOperationExecutor = exec;
}
/**
* Bootstrap tc configuration
*/
public void bootstrap(String device, int rootBandwidthMbit, int
yarnBandwidthMbit)
throws ResourceHandlerException {
if (device == null) {
throw new ResourceHandlerException("device cannot be null!");
}
String tmpDirBase = conf.get("hadoop.tmp.dir");
if (tmpDirBase == null) {
throw new ResourceHandlerException("hadoop.tmp.dir not set!");
}
tmpDirPath = tmpDirBase + "/nm-tc-rules";
File tmpDir = new File(tmpDirPath);
if (!(tmpDir.exists() || tmpDir.mkdirs())) {
LOG.warn("Unable to create directory: " + tmpDirPath);
throw new ResourceHandlerException("Unable to create directory: " +
tmpDirPath);
}
this.device = device;
this.rootBandwidthMbit = rootBandwidthMbit;
this.yarnBandwidthMbit = yarnBandwidthMbit;
defaultClassBandwidthMbit = (rootBandwidthMbit - yarnBandwidthMbit) <= 0
? rootBandwidthMbit : (rootBandwidthMbit - yarnBandwidthMbit);
boolean recoveryEnabled = conf.getBoolean(YarnConfiguration
.NM_RECOVERY_ENABLED, YarnConfiguration.DEFAULT_NM_RECOVERY_ENABLED);
String state = null;
if (!recoveryEnabled) {
LOG.info("NM recovery is not enabled. We'll wipe tc state before proceeding.");
} else {
//NM recovery enabled - run a state check
state = readState();
if (checkIfAlreadyBootstrapped(state)) {
LOG.info("TC configuration is already in place. Not wiping state.");
//We already have the list of existing container classes, if any
//that were created after bootstrapping
reacquireContainerClasses(state);
return;
} else {
LOG.info("TC configuration is incomplete. Wiping tc state before proceeding");
}
}
wipeState(); //start over in case preview bootstrap was incomplete
initializeState();
}
private void initializeState() throws ResourceHandlerException {
LOG.info("Initializing tc state.");
BatchBuilder builder = new BatchBuilder(PrivilegedOperation.
OperationType.TC_MODIFY_STATE)
.addRootQDisc()
.addCGroupFilter()
.addClassToRootQDisc(rootBandwidthMbit)
.addDefaultClass(defaultClassBandwidthMbit, rootBandwidthMbit)
//yarn bandwidth is capped with rate = ceil
.addYARNRootClass(yarnBandwidthMbit, yarnBandwidthMbit);
PrivilegedOperation op = builder.commitBatchToTempFile();
try {
privilegedOperationExecutor.executePrivilegedOperation(op, false);
} catch (PrivilegedOperationException e) {
LOG.warn("Failed to bootstrap outbound bandwidth configuration");
throw new ResourceHandlerException(
"Failed to bootstrap outbound bandwidth configuration", e);
}
}
/**
* Function to check if the interface in use has already been fully
* bootstrapped with the required tc configuration
*
* @return boolean indicating the result of the check
*/
private boolean checkIfAlreadyBootstrapped(String state)
throws ResourceHandlerException {
List regexes = new ArrayList<>();
//root qdisc
regexes.add(String.format("^qdisc htb %d: root(.)*$",
ROOT_QDISC_HANDLE));
//cgroup filter
regexes.add(String.format("^filter parent %d: protocol ip " +
"(.)*cgroup(.)*$", ROOT_QDISC_HANDLE));
//root, default and yarn classes
regexes.add(String.format("^class htb %d:%d root(.)*$",
ROOT_QDISC_HANDLE, ROOT_CLASS_ID));
regexes.add(String.format("^class htb %d:%d parent %d:%d(.)*$",
ROOT_QDISC_HANDLE, DEFAULT_CLASS_ID, ROOT_QDISC_HANDLE, ROOT_CLASS_ID));
regexes.add(String.format("^class htb %d:%d parent %d:%d(.)*$",
ROOT_QDISC_HANDLE, YARN_ROOT_CLASS_ID, ROOT_QDISC_HANDLE,
ROOT_CLASS_ID));
for (String regex : regexes) {
Pattern pattern = Pattern.compile(regex, Pattern.MULTILINE);
if (pattern.matcher(state).find()) {
if (LOG.isDebugEnabled()) {
LOG.debug("Matched regex: " + regex);
}
} else {
String logLine = new StringBuffer("Failed to match regex: ")
.append(regex).append(" Current state: ").append(state).toString();
LOG.warn(logLine);
return false;
}
}
LOG.info("Bootstrap check succeeded");
return true;
}
private String readState() throws ResourceHandlerException {
//Sample state output:
// qdisc htb 42: root refcnt 2 r2q 10 default 2 direct_packets_stat 0
// filter parent 42: protocol ip pref 10 cgroup handle 0x1
//
// filter parent 42: protocol ip pref 10 cgroup handle 0x1
//
// class htb 42:1 root rate 10000Kbit ceil 10000Kbit burst 1600b cburst 1600b
// class htb 42:2 parent 42:1 prio 0 rate 3000Kbit ceil 10000Kbit burst 1599b cburst 1600b
// class htb 42:3 parent 42:1 prio 0 rate 7000Kbit ceil 7000Kbit burst 1598b cburst 1598b
BatchBuilder builder = new BatchBuilder(PrivilegedOperation.
OperationType.TC_READ_STATE)
.readState();
PrivilegedOperation op = builder.commitBatchToTempFile();
try {
String output =
privilegedOperationExecutor.executePrivilegedOperation(op, true);
if (LOG.isDebugEnabled()) {
LOG.debug("TC state: %n" + output);
}
return output;
} catch (PrivilegedOperationException e) {
LOG.warn("Failed to bootstrap outbound bandwidth rules");
throw new ResourceHandlerException(
"Failed to bootstrap outbound bandwidth rules", e);
}
}
private void wipeState() throws ResourceHandlerException {
BatchBuilder builder = new BatchBuilder(PrivilegedOperation.
OperationType.TC_MODIFY_STATE)
.wipeState();
PrivilegedOperation op = builder.commitBatchToTempFile();
try {
LOG.info("Wiping tc state.");
privilegedOperationExecutor.executePrivilegedOperation(op, false);
} catch (PrivilegedOperationException e) {
LOG.warn("Failed to wipe tc state. This could happen if the interface" +
" is already in its default state. Ignoring.");
//Ignoring this exception. This could happen if the interface is already
//in its default state. For this reason we don't throw a
//ResourceHandlerException here.
}
}
/**
* Parses the current state looks for classids already in use
*/
private void reacquireContainerClasses(String state) {
//At this point we already have already successfully passed
//checkIfAlreadyBootstrapped() - so we know that at least the
//root classes are in place.
String tcClassesStr = state.substring(state.indexOf("class"));
//one class per line - the results of the split will need to trimmed
String[] tcClasses = Pattern.compile("$", Pattern.MULTILINE)
.split(tcClassesStr);
Pattern tcClassPattern = Pattern.compile(String.format(
"class htb %d:(\\d+) .*", ROOT_QDISC_HANDLE));
synchronized (classIdSet) {
for (String tcClassSplit : tcClasses) {
String tcClass = tcClassSplit.trim();
if (!tcClass.isEmpty()) {
Matcher classMatcher = tcClassPattern.matcher(tcClass);
if (classMatcher.matches()) {
int classId = Integer.parseInt(classMatcher.group(1));
if (classId >= MIN_CONTAINER_CLASS_ID) {
classIdSet.set(classId - MIN_CONTAINER_CLASS_ID);
LOG.info("Reacquired container classid: " + classId);
}
} else {
LOG.warn("Unable to match classid in string:" + tcClass);
}
}
}
}
}
public Map readStats() throws ResourceHandlerException {
BatchBuilder builder = new BatchBuilder(PrivilegedOperation.
OperationType.TC_READ_STATS)
.readClasses();
PrivilegedOperation op = builder.commitBatchToTempFile();
try {
String output =
privilegedOperationExecutor.executePrivilegedOperation(op, true);
if (LOG.isDebugEnabled()) {
LOG.debug("TC stats output:" + output);
}
Map classIdBytesStats = parseStatsString(output);
if (LOG.isDebugEnabled()) {
LOG.debug("classId -> bytes sent %n" + classIdBytesStats);
}
return classIdBytesStats;
} catch (PrivilegedOperationException e) {
LOG.warn("Failed to get tc stats");
throw new ResourceHandlerException("Failed to get tc stats", e);
}
}
private Map parseStatsString(String stats) {
//Example class stats segment (multiple present in tc output)
// class htb 42:4 parent 42:3 prio 0 rate 1000Kbit ceil 7000Kbit burst1600b cburst 1598b
// Sent 77921300 bytes 52617 pkt (dropped 0, overlimits 0 requeues 0)
// rate 6973Kbit 589pps backlog 0b 39p requeues 0
// lended: 3753 borrowed: 22514 giants: 0
// tokens: -122164 ctokens: -52488
String[] lines = Pattern.compile("$", Pattern.MULTILINE)
.split(stats);
Pattern tcClassPattern = Pattern.compile(String.format(
"class htb %d:(\\d+) .*", ROOT_QDISC_HANDLE));
Pattern bytesPattern = Pattern.compile("Sent (\\d+) bytes.*");
int currentClassId = -1;
Map containerClassIdStats = new HashMap<>();
for (String lineSplit : lines) {
String line = lineSplit.trim();
if (!line.isEmpty()) {
//Check if we encountered a stats segment for a container class
Matcher classMatcher = tcClassPattern.matcher(line);
if (classMatcher.matches()) {
int classId = Integer.parseInt(classMatcher.group(1));
if (classId >= MIN_CONTAINER_CLASS_ID) {
currentClassId = classId;
continue;
}
}
//Check if we encountered a stats line
Matcher bytesMatcher = bytesPattern.matcher(line);
if (bytesMatcher.matches()) {
//we found at least one class segment
if (currentClassId != -1) {
int bytes = Integer.parseInt(bytesMatcher.group(1));
containerClassIdStats.put(currentClassId, bytes);
} else {
LOG.warn("Matched a 'bytes sent' line outside of a class stats " +
"segment : " + line);
}
continue;
}
//skip other kinds of non-empty lines - since we aren't interested in
//them.
}
}
return containerClassIdStats;
}
/**
* Returns a formatted string for attaching a qdisc to the root of the
* device/interface. Additional qdisc
* parameters can be supplied - for example, the default 'class' to use for
* incoming packets
*/
private String getStringForAddRootQDisc() {
return String.format(FORMAT_QDISC_ADD_TO_ROOT_WITH_DEFAULT, device,
ROOT_QDISC_HANDLE, DEFAULT_CLASS_ID);
}
/**
* Returns a formatted string for a filter that matches packets based on the
* presence of net_cls classids
*/
private String getStringForaAddCGroupFilter() {
return String.format(FORMAT_FILTER_CGROUP_ADD_TO_PARENT, device,
ROOT_QDISC_HANDLE);
}
/**
* Get the next available classid. This has to be released post container
* complete
*/
public int getNextClassId() throws ResourceHandlerException {
synchronized (classIdSet) {
int index = classIdSet.nextClearBit(0);
if (index >= MAX_CONTAINER_CLASSES) {
throw new ResourceHandlerException("Reached max container classes: "
+ MAX_CONTAINER_CLASSES);
}
classIdSet.set(index);
return (index + MIN_CONTAINER_CLASS_ID);
}
}
public void releaseClassId(int classId) throws ResourceHandlerException {
synchronized (classIdSet) {
int index = classId - MIN_CONTAINER_CLASS_ID;
if (index < 0 || index >= MAX_CONTAINER_CLASSES) {
throw new ResourceHandlerException("Invalid incoming classId: "
+ classId);
}
classIdSet.clear(index);
}
}
/**
* Returns a formatted string representing the given classId including a
* handle
*/
public String getStringForNetClsClassId(int classId) {
return String.format(FORMAT_NET_CLS_CLASS_ID, ROOT_QDISC_HANDLE, classId);
}
/**
* A value read out of net_cls.classid file is in decimal form. We need to
* convert to 32-bit/8 digit hex, extract the lower 16-bit/four digits
* as an int
*/
public int getClassIdFromFileContents(String input) {
//convert from decimal back to fixed size hex form
//e.g 4325381 -> 00420005
String classIdStr = String.format("%08x", Integer.parseInt(input));
if (LOG.isDebugEnabled()) {
LOG.debug("ClassId hex string : " + classIdStr);
}
//extract and return 4 digits
//e.g 00420005 -> 0005
return Integer.parseInt(classIdStr.substring(4));
}
/**
* Adds a tc class to qdisc at root
*/
private String getStringForAddClassToRootQDisc(int rateMbit) {
String rateMbitStr = rateMbit + MBIT_SUFFIX;
//example : "class add dev eth0 parent 42:0 classid 42:1 htb rate 1000mbit
// ceil 1000mbit"
return String.format(FORMAT_CLASS_ADD_TO_PARENT_WITH_RATES, device,
ROOT_QDISC_HANDLE, ZERO_CLASS_ID, ROOT_QDISC_HANDLE, ROOT_CLASS_ID,
rateMbitStr, rateMbitStr);
}
private String getStringForAddDefaultClass(int rateMbit, int ceilMbit) {
String rateMbitStr = rateMbit + MBIT_SUFFIX;
String ceilMbitStr = ceilMbit + MBIT_SUFFIX;
//example : "class add dev eth0 parent 42:1 classid 42:2 htb rate 300mbit
// ceil 1000mbit"
return String.format(FORMAT_CLASS_ADD_TO_PARENT_WITH_RATES, device,
ROOT_QDISC_HANDLE, ROOT_CLASS_ID, ROOT_QDISC_HANDLE, DEFAULT_CLASS_ID,
rateMbitStr, ceilMbitStr);
}
private String getStringForAddYARNRootClass(int rateMbit, int ceilMbit) {
String rateMbitStr = rateMbit + MBIT_SUFFIX;
String ceilMbitStr = ceilMbit + MBIT_SUFFIX;
//example : "class add dev eth0 parent 42:1 classid 42:3 htb rate 700mbit
// ceil 1000mbit"
return String.format(FORMAT_CLASS_ADD_TO_PARENT_WITH_RATES, device,
ROOT_QDISC_HANDLE, ROOT_CLASS_ID, ROOT_QDISC_HANDLE, YARN_ROOT_CLASS_ID,
rateMbitStr, ceilMbitStr);
}
private String getStringForAddContainerClass(int classId, int rateMbit, int
ceilMbit) {
String rateMbitStr = rateMbit + MBIT_SUFFIX;
String ceilMbitStr = ceilMbit + MBIT_SUFFIX;
//example : "class add dev eth0 parent 42:99 classid 42:99 htb rate 50mbit
// ceil 700mbit"
return String.format(FORMAT_CLASS_ADD_TO_PARENT_WITH_RATES, device,
ROOT_QDISC_HANDLE, YARN_ROOT_CLASS_ID, ROOT_QDISC_HANDLE, classId,
rateMbitStr, ceilMbitStr);
}
private String getStringForDeleteContainerClass(int classId) {
//example "class del dev eth0 classid 42:7"
return String.format(FORMAT_DELETE_CLASS, device, ROOT_QDISC_HANDLE,
classId);
}
private String getStringForReadState() {
return String.format(FORMAT_READ_STATE, device);
}
private String getStringForReadClasses() {
return String.format(FORMAT_READ_CLASSES, device);
}
private String getStringForWipeState() {
return String.format(FORMAT_WIPE_STATE, device);
}
public class BatchBuilder {
final PrivilegedOperation operation;
final List commands;
public BatchBuilder(PrivilegedOperation.OperationType opType)
throws ResourceHandlerException {
switch (opType) {
case TC_MODIFY_STATE:
case TC_READ_STATE:
case TC_READ_STATS:
operation = new PrivilegedOperation(opType);
commands = new ArrayList<>();
break;
default:
throw new ResourceHandlerException("Not a tc operation type : " +
opType);
}
}
private BatchBuilder addRootQDisc() {
commands.add(getStringForAddRootQDisc());
return this;
}
private BatchBuilder addCGroupFilter() {
commands.add(getStringForaAddCGroupFilter());
return this;
}
private BatchBuilder addClassToRootQDisc(int rateMbit) {
commands.add(getStringForAddClassToRootQDisc(rateMbit));
return this;
}
private BatchBuilder addDefaultClass(int rateMbit, int ceilMbit) {
commands.add(getStringForAddDefaultClass(rateMbit, ceilMbit));
return this;
}
private BatchBuilder addYARNRootClass(int rateMbit, int ceilMbit) {
commands.add(getStringForAddYARNRootClass(rateMbit, ceilMbit));
return this;
}
public BatchBuilder addContainerClass(int classId, int rateMbit, boolean
strictMode) {
int ceilMbit;
if (strictMode) {
ceilMbit = rateMbit;
} else {
ceilMbit = yarnBandwidthMbit;
}
commands.add(getStringForAddContainerClass(classId, rateMbit, ceilMbit));
return this;
}
public BatchBuilder deleteContainerClass(int classId) {
commands.add(getStringForDeleteContainerClass(classId));
return this;
}
private BatchBuilder readState() {
commands.add(getStringForReadState());
return this;
}
//We'll read all classes, but use a different tc operation type
//when reading stats for all these classes. Stats are fetched using a
//different tc cli option (-s).
private BatchBuilder readClasses() {
//We'll read all classes, but use a different tc operation type
//for reading stats for all these classes. Stats are fetched using a
//different tc cli option (-s).
commands.add(getStringForReadClasses());
return this;
}
private BatchBuilder wipeState() {
commands.add(getStringForWipeState());
return this;
}
public PrivilegedOperation commitBatchToTempFile()
throws ResourceHandlerException {
try {
File tcCmds = File.createTempFile(TMP_FILE_PREFIX, TMP_FILE_SUFFIX, new
File(tmpDirPath));
try (
Writer writer = new OutputStreamWriter(new FileOutputStream(tcCmds),
"UTF-8");
PrintWriter printWriter = new PrintWriter(writer)) {
for (String command : commands) {
printWriter.println(command);
}
}
operation.appendArgs(tcCmds.getAbsolutePath());
return operation;
} catch (IOException e) {
LOG.warn("Failed to create or write to temporary file in dir: " +
tmpDirPath);
throw new ResourceHandlerException(
"Failed to create or write to temporary file in dir: "
+ tmpDirPath);
}
}
} //end BatchBuilder
}