Pipeline Configuration Guide

Basic Options

Apache Chukwa pipeline are responsible for accepting incoming data from Agents, and extract, transform and load data to destination storage. Most commonly, pipeline simply write all received to HBase or HDFS.

<property>
  <name>chukwa.pipeline</name>
  <value>org.apache.hadoop.chukwa.datacollection.writer.hbase.HBaseWriter</value>
</property>

<property>
  <name>chukwa.pipeline</name>
  <value>org.apache.hadoop.chukwa.datacollection.writer.parquet.ChukwaParquetWriter</value>
</property>

Advanced Options

There are some advanced options, not necessarily documented in the agent conf file, that are helpful in using Apache Chukwa in nonstandard ways. While normally Apache Chukwa writes sequence files to HDFS, it's possible to specify an alternate pipe class. The option chukwa.pipeline specifies a Java class to instantiate and use as a writer. See the ChukwaWriter javadoc for details.

One particularly useful pipeline class is PipelineStageWriter, which lets you string together a series of PipelineableWriters for pre-processing or post-processing incoming data. As an example, the SocketTeeWriter class allows other programs to get incoming chunks fed to them over a socket by Apache Chukwa agent.

Stages in the pipeline should be listed, comma-separated, in option chukwa.pipeline

<property>
  <name>chukwa.pipeline</name>
  <value>org.apache.hadoop.chukwa.datacollection.writer.SocketTeeWriter,org.apache.hadoop.chukwa.datacollection.writer.parquet.ChukwaParquetWriter</value>
</property>

HBaseWriter

The default writer to store data on HBase. HBaseWriter runs Demux parsers inside for convert unstructured data to semi-structured data, then load the key value pairs to HBase table. HBaseWriter has the following configuration:

• hbase.demux.package Demux parser class package, HBaseWriter uses this package name to validate HBase for annotated demux parser classes.

  <property>
    <name>hbase.demux.package</name>
    <value>org.apache.hadoop.chukwa.extraction.demux.processor</value>
  </property>

• hbase.writer.verify.schema Verify HBase Table schema with demux parser schema, log warning if there are mismatch between hbase schema and demux parsers.

  <property>
    <name>hbase.writer.verify.schema</name>
    <value>false</value>
  </property>

• hbase.writer.halt.on.schema.mismatch If this option is set to true, and HBase table schema is mismatched with demux parser, agent will shut down itself.

  <property>
    <name>hbase.writer.halt.on.schema.mismatch</name>
    <value>false</value>
  </property>

SolrWriter

SolrWriter writes chunks of data to SolrCloud server. This writer is designed to write log entries to Solr for full text indexing. SolrWriter can be enabled by chukwa.pipline property in chukwa-agent-conf.xml. Solr specific settings are pointer to zookeeper location to find SolrCloud leader and solr collection to store indexed data.

<property>
  <name>solr.cloud.address</name>
  <value>localhost:2181</value>
</property>

<property>
  <name>solr.collection</name>
  <value>chukwa</value>
</property>

LocalWriter

LocalWriter writes chunks of data to local disk then upload file to HDFS as a whole file. This writer is designed for high throughput environment.

• chukwaCollector.localOutputDir Location to buffer data before moving data to HDFS.

  <property>
    <name>chukwaCollector.localOutputDir</name>
    <value>/tmp/chukwa/logs</value>
  </property>

ChukwaParquetWriter

The ChukwaParquetWriter streams chunks of data to HDFS. When the file is completed writing, the filename is renamed with .done suffix. ChukwaParquetWriter has the following configuration in chukwa-agent-conf.xml.

• chukwaCollector.outputDir Location of collect data sink directory

  <property>
      <name>chukwaCollector.outputDir</name>
      <value>/chukwa/logs/</value>
      <description>Chukwa data sink directory</description>
  </property>

• chukwaCollector.rotateInterval File Rotation Interval

  <property>
      <name>chukwaCollector.rotateInterval</name>
      <value>300000</value>
      <description>Chukwa rotate interval (ms)</description>
  </property>

SocketTeeWriter

The SocketTeeWriter allows external processes to watch the stream of chunks passing through the agent. This allows certain kinds of real-time monitoring to be done on-top of Apache Chukwa.

SocketTeeWriter listens on a port (specified by conf option chukwaCollector.tee.port, defaulting to 9094.) Applications that want Chunks should connect to that port, and issue a command of the form RAW|WRITABLE <filter\n>. Filters use the same syntax as the Dump command. If the filter is accepted, the Writer will respond OK\n.

Subsequently, Chunks matching the filter will be serialized and sent back over the socket. Specifying "WRITABLE" will cause the chunks to be written using Hadoop's Writable serialization framework. "RAW" will send the internal data of the Chunk, without any metadata, prefixed by its length encoded as a 32-bit int, big-endian. "HEADER" is similar to "RAW", but with a one-line header in front of the content. Header format is:

<hostname> <datatype> <stream name> <offset>

separated by spaces.

The filter will be de-activated when the socket is closed.

Socket s2 = new Socket("host", SocketTeeWriter.DEFAULT_PORT);
s2.getOutputStream().write("RAW datatype=XTrace\n".getBytes());
dis = new DataInputStream(s2.getInputStream());
dis.readFully(new byte[3]); //read "OK\n"
while(true) {
   int len = dis.readInt();
   byte[] data = new byte[len];
   dis.readFully(data);
   DoSomethingUsing(data);
}