YARN Service Configurations

This document describes how to configure the services to be deployed on YARN.

There are mainly three types of configurations:

The configurations specific to the custom service running on YARN . E.g. the hbase-site.xml for a Hbase service running on YARN.
- It can be specified at both global service level(Service#configuration) or component level(Component#configuration).
- Service-level configs are considered as the default configs for all components and component-level config can override service level config.
- All config properties that uses constant variables as described below are subject to substitutions.
The configurations specific to YARN service AM. (Configuration#properties).
- E.g. The yarn.service.am-restart.max-attempts which controls how many times the framework AM can be retried if it fails. These configs are mainly to control the behavior of the framework AM , rather than the custom services launched by the framework.
Some constants such as SERVICE_NAME for referring some system properties.
- They are substituted by the service AM before writing the config files.

Below describes the details for each type of configurations.

Configuration for custom service

Below is how a configuration object typically looks like:

"configuration" : {
    "properties" : {
        "yarn.service.am-restart.max-attempts" : 10  // config for the service AM
    },
    "env" : {                 // The environment variables to be exported when container gets launched
        "env1" : "val1"
    },
    "files" : [               // The list of configuration files to be mounted for the container
        {
            "type": "HADOOP_XML", // The format of the config file into which the "properties" are dumped
            "dest_file": "/etc/hadoop/conf/core-site.xml", // The location where the config file is mounted inside the container
            "properties" : {             // The list of key/value pairs to be dumped into the config file
                "fs.defaultFS" : "hdfs://myhdfs" // This property will be written into core-site.xml
            }
        },
        {
            "type": "HADOOP_XML",    // The format of the config file.
            "src_file" : ""hdfs://mycluster/tmp/conf/yarn-site.xml""  // The location of the source config file to be downloaded
            "dest_file": "/etc/hadoop/conf/yarn-site.xml",            // The location where the config file will be mounted inside the container/
            "properties" : {
                "yarn.resourcemanager.webapp.address" : "${COMPONENT_INSTANCE_NAME}.${SERVICE_NAME}.${USER}.${DOMAIN}"  // Merge into (or override existing property in) yarn-site.xml
            }
        }
    ]
}

properties: the configurations for service AM. Details below.
env : the environment variables to be exported when container gets launched.
files : The list of configuration files to be mounted inside the container.
- type: The format of the config file(dest_file) to be mounted inside the container. If src_file is specified, it is also the format for both src_file and dest_file.
- HADOOP_XML : the hadoop xml format. If src_file is specified, the file content will be read as parsed in hadoop xml format.
- XML : the standard xml format
- JSON : the standard JSON format
- YAML : the YAML format
- PROPERTIES : the java PROPERTIES format
- TEMPLATE : the plain text format. If src_file is specified, the content of the src_file will be written into dest_file post constant substitution. If src_file is not specified, use content as the key in properties field, and the value will be the actual content to be written in the dest_file post constant substitution. E.g
```
{
    "type": "TEMPLATE"
    "dest_file": "/etc/conf/hello"
    "properties" : {
         "content" : "Hello world"
    }
}
```
  The string Hello world will be written into a file located at /etc/conf/hello inside the container.
- src_file : [optional], the source location of the config file at a network accessible location such as hdfs.
- The format of both src_file and dest_file are defined by type.
- Currently, It only works with HADOOP_XML and TEMPLATE type.
- The src_file will be downloaded by YARN NodeManager and be mounted inside the container as in the location specified by dest_file.
- If any properties specified in the properties field, they are added into (or overwriting existing properties in) the src_file.
- If src_file is not specified, only the properties in the properties field will be written into the dest_file file.
- dest_file : the location where the config file is mounted inside the container. The file format is defined by type. dest_file can be an absolute path or a relative path. If it’s a relative path, the file will be located in the $PWD/conf directory (where $PWD is the container local directory which is mounted to all docker containers launched by YARN)
- properties : The list of key/value pair configs to be written into the dest_file in the format as defined in type. If src_file is specified, these properties will be added into (or overwriting existing properties in) the src_file.

Configuration for YARN service AM

This section describes the configurations for configuring the YARN service AM.

System-wide configuration properties

System-wide service AM properties can only be configured in the cluster yarn-site.xml file.

System-Level Config Name	Description
yarn.service.framework.path	HDFS path of the service AM dependency tarball. When no file exists at this location, AM dependencies will be uploaded by the RM the first time a service is started or launched. If the RM user does not have permission to upload the file to this location or the location is not world readable, the AM dependency jars will be uploaded each time a service is started or launched. If unspecified, value will be assumed to be /yarn-services/${hadoop.version}/service-dep.tar.gz.
yarn.service.base.path	HDFS parent directory where service artifacts will be stored (default ${user_home_dir}/.yarn/).
yarn.service.client-am.retry.max-wait-ms	Max retry time in milliseconds for the service client to talk to the service AM (default 900000, i.e. 15 minutes).
yarn.service.client-am.retry-interval-ms	Retry interval in milliseconds for the service client to talk to the service AM (default 2000, i.e. 2 seconds).
yarn.service.queue	Default queue to which the service will be submitted (default submits to the `default` queue). Note that queue can be specified per-service through the queue field, rather than through the service-level configuration properties.

Service-level configuration properties

Service-level service AM configuration properties can be specified either in the cluster yarn-site.xml at the global level (effectively overriding the default values system-wide) or specified per service in the properties field of the Configuration object as in the example below:

{
    "configuration" : {
        "properties" : {
            "yarn.service.am-restart.max-attempts" : 10
        }
    }
}

The above config allows the service AM to be retried a maximum of 10 times.

Service-Level Config Name	Description
yarn.service.am-restart.max-attempts	Max number of times to start the service AM, after which the service will be killed (default 20).
yarn.service.am-resource.memory	Memory size in MB for the service AM (default 1024).
yarn.service.am.java.opts	Additional JVM options for the service AM (default " -Xmx768m" will be appended to any JVM opts that do not specify -Xmx).
yarn.service.container-recovery.timeout.ms	Timeout in milliseconds after which a newly started service AM releases all the containers of previous AM attempts which are not yet recovered from the RM (default 120000, i.e. 2 minutes).
yarn.service.failure-count-reset.window	Interval in seconds after which the container failure counts that will be evaluated for the per-component `yarn.service.container-failure-per-component.threshold` and `yarn.service.node-blacklist.threshold` are reset (default 21600, i.e. 6 hours).
yarn.service.readiness-check-interval.seconds	Interval in seconds between readiness checks (default 30 seconds).
yarn.service.log.include-pattern	Regex expression for including log files by name when aggregating the logs after the application completes (default includes all files).
yarn.service.log.exclude-pattern	Regex expression for excluding log files by name when aggregating the logs after the application completes. If the log file name matches both include and exclude pattern, this file will be excluded (default does not exclude any files).
yarn.service.rolling-log.include-pattern	Regex expression for including log files by name when aggregating the logs while app is running.
yarn.service.rolling-log.exclude-pattern	Regex expression for excluding log files by name when aggregating the logs while app is running. If the log file name matches both include and exclude pattern, this file will be excluded.

Component-level configuration properties

Component-level service AM configuration properties can be specified either in the cluster yarn-site.xml at the global level (effectively overriding the default values system-wide), specified per service in the properties field of the Configuration object, or specified per component in the properties field of the component’s Configuration object.

Component-Level Config Name	Description
yarn.service.container-failure.retry.max	Max number of retries for the container to be auto restarted if it fails (default -1, which means forever).
yarn.service.container-failure.retry-interval-ms	Retry interval in milliseconds for the container to be restarted (default 30000, i.e. 30 seconds).
yarn.service.container-failure.validity-interval-ms	Failure validity interval in milliseconds. When set to a value greater than 0, the container retry policy will not take the failures that happened outside of this interval into the failure count (default -1, which means that all the failures so far will be included in the failure count).
yarn.service.container-failure-per-component.threshold	Max absolute number of container failures (not including retries) for a given component before the AM stops the service (default 10).
yarn.service.node-blacklist.threshold	Maximum number of container failures on a node (not including retries) before the node is blacklisted by the AM (default 3).
yarn.service.default-readiness-check.enabled	Whether or not the default readiness check is enabled (default true).
yarn.service.container-health-threshold.percent	The container health threshold percent when explicitly set for a specific component or globally for all components, will schedule a health check monitor to periodically check for the percentage of healthy containers. A container is healthy if it is in READY state. It runs the check at a specified/default poll frequency. It allows a component to be below the health threshold for a specified/default window after which it considers the service to be unhealthy and triggers a service stop. When health threshold percent is enabled, yarn.service.container-failure-per-component.threshold is ignored.
yarn.service.container-health-threshold.poll-frequency-secs	Health check monitor poll frequency. It is an advanced setting and does not need to be set unless the service owner understands the implication and does not want the default. The default is 10 secs.
yarn.service.container-health-threshold.window-secs	The amount of time the health check monitor allows a specific component to be below the health threshold after which it considers the service to be unhealthy. The default is 600 secs (10 mins).
yarn.service.container-health-threshold.init-delay-secs	The amount of initial time the health check monitor waits before the first check kicks in. It gives a lead time for the service containers to come up for the first time. The default is 600 secs (10 mins).

There is one component-level configuration property that is set differently in the yarn-site.xml file than it is in the service specification. To select the docker network type that will be used for docker containers, docker.network may be set in the service Configuration properties or the component Configuration properties. The system-wide default for the docker network type (for both YARN service containers and all other application containers) is set via the yarn.nodemanager.runtime.linux.docker.default-container-network property in the yarn-site.xml file.

Component-level readiness check properties

The AM can be configured to perform readiness checks for containers through the Component field readiness_check. A container will not reach the READY state until its readiness check succeeds. If no readiness check is specified, the default readiness check is performed unless it is disabled through the yarn.service.default-readiness-check.enabled component-level configuration property.

The default readiness check succeeds when an IP becomes available for a container. There are also optional properties that configure a DNS check in addition to the IP check. DNS checking ensures that a DNS lookup succeeds for the container hostname before the container is considered ready. For example, DNS checking can be enabled for the default readiness check as follows:

      "readiness_check": {
        "type": "DEFAULT",
        "properties": {
          "dns.check.enabled": "true"
        }
      },

Here is a full list of configurable properties for readiness checks that can be performed by the AM.

Readiness Check	Configurable Property	Description
DEFAULT, HTTP, PORT	dns.check.enabled	true if DNS check should be performed (default false)
DEFAULT, HTTP, PORT	dns.address	optional IP:port address of DNS server to use for DNS check
HTTP	url	required URL for HTTP response check, e.g. http://${THIS_HOST}:8080
HTTP	timeout	connection timeout (default 1000)
HTTP	min.success	minimum response code considered successful (default 200)
HTTP	max.success	maximum response code considered successful (default 299)
PORT	port	required port for socket connection
PORT	timeout	socket connection timeout (default 1000)

HTTP readiness check example:

      "readiness_check": {
        "type": "HTTP",
        "properties": {
          "url": "http://${THIS_HOST}:8080"
        }
      },

PORT readiness check example:

      "readiness_check": {
        "type": "PORT",
        "properties": {
          "port": "8080"
        }
      },

Warning on configuring readiness checks with `host` network for docker containers

When the host docker network is configured for a component that has more than one container and the containers are binding to a specific port, there will be a port collision if the containers happen to be allocated on the same host. HTTP and PORT readiness checks will not be valid in this situation. In particular, both containers (the one that successfully binds to the port and the one that does not) may have their HTTP or PORT readiness check succeed since the checks are being performed against the same IP (the host’s IP). A valid configuration for such a service could use the anti-affinity placement policy, ensuring that containers will be assigned on different hosts so that port collisions will not occur.

Constant variables for custom service

The service framework provides some constant variables for user to configure their services. These variables are either dynamically generated by the system or are static ones such as service name defined by the user. User can use these constants in their configurations to be dynamically substituted by the service AM. E.g.

{
    "type" : "HADOOP_XML",
    "dest_file" : "/etc/hadoop/hbase-site.xml",
    "properties" : {
        "hbase.regionserver.hostname": "${COMPONENT_INSTANCE_NAME}.${SERVICE_NAME}.${USER}.${DOMAIN}"
    }
}

Here, COMPONENT_INSTANCE_NAME and SERVICE_NAME are the constants to be substituted by the system.

Suppose the COMPONENT_INSTANCE_NAME is regionserver-0 and SERVICE_NAME is defined by user as hbase, user name is devuser and domain name is dev.test. Then, the config will be substituted by the service AM and written in the config file /etc/hadoop/hbase-site.xml inside the container as below:

<property>
  <name>hbase.regionserver.hostname</name>
  <value>regionserver-0.hbase.devuser.dev.test</value>
</property>

where regionserver-0 is the actual component instance name assigned by the system for this container.

Available constants:

Name	Description
SERVICE_NAME	name of the service defined by the user
USER	user who submits the service. Note that user name which has “_” will be converted to use “-”, to conform with DNS hostname RFC format which doesn’t allow “_”, and all characters will be lowercased E.g. “Bob_dev” will be converted to “bob-dev”
DOMAIN	the domain name for the cluster
COMPONENT_NAME	the name for a given component
COMPONENT_INSTANCE_NAME	the name for a given component instance (i.e. container)
COMPONENT_ID	the monotonically increasing integer for a given component
CONTAINER_ID	the YARN container Id for a given container
${COMPONENT_INSTANCE_NAME}_HOST	the hostname for a component instance (i.e. container), e.g. REGIONSERVER-0_HOST will be substituted by the actual hostname of the component instance. Note all characters must be uppercase.
${COMPONENT_INSTANCE_NAME}_IP	the ip for a component instance (i.e. container), e.g. REGIONSERVER-0_IP will be substituted by the actual IP address of the component instance. Note all characters must be uppercase.
CLUSTER_FS_URI	the URI of the cluster hdfs

General

Common

HDFS

MapReduce

MapReduce REST APIs

YARN

YARN REST APIs

YARN Service

Submarine

Hadoop Compatible File Systems

Auth

Tools

Reference

Configuration

YARN Service Configurations

Configuration for custom service

Configuration for YARN service AM

System-wide configuration properties

Service-level configuration properties

Component-level configuration properties

Component-level readiness check properties

Warning on configuring readiness checks with `host` network for docker containers

Constant variables for custom service

Available constants:

General

Common

HDFS

MapReduce

MapReduce REST APIs

YARN

YARN REST APIs

YARN Service

Submarine

Hadoop Compatible File Systems

Auth

Tools

Reference

Configuration

YARN Service Configurations

Configuration for custom service

Configuration for YARN service AM

System-wide configuration properties

Service-level configuration properties

Component-level configuration properties

Component-level readiness check properties

Warning on configuring readiness checks with host network for docker containers

Constant variables for custom service

Available constants:

Warning on configuring readiness checks with `host` network for docker containers