yarn local dirs的管理实现

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在yarn中对 yarn.nodemanager.local-dirs的状态更新操作,定义在 LocalDirsHandlerService(org.apache.hadoop.yarn.server.nodemanager.LocalDirsHandlerService)相关类中,在nm启动时,会启动一个LocalDirsHandlerService服务,循环检测yarn.nodemanager.local-dirs和yarn.nodemanager.log-dirs目录的可用性,本质上其实是用java.util.Timer 和java.util.TimerTask 实现的一个服务线程。

LocalDirsHandlerService的内部类 MonitoringTimerTask扩展了TimerTask类

通过MonitoringTimerTas的构造函数对进行初始化,比如获取设置的yarn.nodemanager.log-dirs和yarn.nodemanager.local-dirs 设置有效的local路径

这个线程常用的参数:

YarnConfiguration.NM_DISK_HEALTH_CHECK_INTERVAL_MS
//yarn.nodemanager.disk-health-checker.interval-ms 默认是2分钟
YarnConfiguration.NM_DISK_HEALTH_CHECK_ENABLE
//yarn.nodemanager.disk-health-checker.enable 默认是开启
YarnConfiguration.NM_MIN_HEALTHY_DISKS_FRACTION
//yarn.nodemanager.disk-health-checker.min-healthy-disks 默认是0.25,即最少应该是1/4的设置路径是正常的
在cdh4.6.0中,MonitoringTimerTask的构造函数如下:

public MonitoringTimerTask( Configuration conf) throws YarnException {  localDirs = new DirectoryCollection(      validatePaths(conf.getTrimmedStrings(YarnConfiguration.NM_LOCAL_DIRS)));  logDirs = new DirectoryCollection(      validatePaths(conf.getTrimmedStrings(YarnConfiguration.NM_LOG_DIRS)));  localDirsAllocator = new LocalDirAllocator(      YarnConfiguration.NM_LOCAL_DIRS);  logDirsAllocator = new LocalDirAllocator( YarnConfiguration.NM_LOG_DIRS);}

而在cdh5.2.0中,构造函数多了两个配置项

YarnConfiguration.NM_MAX_PER_DISK_UTILIZATION_PERCENTAGE
//percentage of disk that can be used before the dir is taken out of the good dirs list
//yarn.nodemanager.disk-health-checker.max-disk-utilization-per-disk-percentage 默认是100(这个值需要改成小于100,比如80,否则容易出现磁盘满地问题)
YarnConfiguration.NM_MIN_PER_DISK_FREE_SPACE_MB
//minimum space, in MB, that must be available on the disk for the dir to be marked as good
//yarn.nodemanager.disk-health-checker.min-free-space-per-disk-mb 默认是0MB
在检查localdirs的初始可用性会考虑到这两个设置(validatePaths方法)

public MonitoringTimerTask( Configuration conf) throws YarnRuntimeException {  float maxUsableSpacePercentagePerDisk =      conf.getFloat(        YarnConfiguration.NM_MAX_PER_DISK_UTILIZATION_PERCENTAGE,        YarnConfiguration.DEFAULT_NM_MAX_PER_DISK_UTILIZATION_PERCENTAGE);  long minFreeSpacePerDiskMB =      conf.getLong( YarnConfiguration.NM_MIN_PER_DISK_FREE_SPACE_MB,        YarnConfiguration.DEFAULT_NM_MIN_PER_DISK_FREE_SPACE_MB);  localDirs =      new DirectoryCollection(        validatePaths(conf          .getTrimmedStrings( YarnConfiguration.NM_LOCAL_DIRS)),        maxUsableSpacePercentagePerDisk, minFreeSpacePerDiskMB);  logDirs =      new DirectoryCollection(        validatePaths(conf.getTrimmedStrings( YarnConfiguration.NM_LOG_DIRS)),        maxUsableSpacePercentagePerDisk, minFreeSpacePerDiskMB);  localDirsAllocator = new LocalDirAllocator(      YarnConfiguration.NM_LOCAL_DIRS);  logDirsAllocator = new LocalDirAllocator( YarnConfiguration.NM_LOG_DIRS);}

local dirs的判断线程会每隔一段时间对目录的可用性进行测试,调用的方法是

checkDirs—->updateDirsAfterFailure—>areDisksHealthy
可用判断主要是判断错误的目录占配置目录的比例,当yarn.nodemanager.local-dirs或者yarn.nodemanager.log-dirs异常目录占了一定百分比后,磁盘检测就会失败,nm就会抛出异常:

具体的判断逻辑在areDisksHealthy方法中:

public boolean areDisksHealthy() {
if (! isDiskHealthCheckerEnabled) { //判断是否开启了磁盘状态检测的功能
return true;
}
int goodDirs = getLocalDirs().size();
int failedDirs = localDirs.getFailedDirs().size();
int totalConfiguredDirs = goodDirs + failedDirs;
if (goodDirs/( float)totalConfiguredDirs < minNeededHealthyDisksFactor ) { //异常的yarn.nodemanager.local-dirs比例判断
return false; // Not enough healthy local- dirs
}
goodDirs = getLogDirs().size();
failedDirs = logDirs.getFailedDirs().size();
totalConfiguredDirs = goodDirs + failedDirs;
if (goodDirs/( float)totalConfiguredDirs < minNeededHealthyDisksFactor ) { //异常的yarn.nodemanager.log-dirs比例判断
return false; // Not enough healthy log- dirs
}
return true;
}

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