I recently came across a situation that required me to be able to iterate over a JSON message payload similar to what can be done with JDOM in regards to XML similar to what I do within my Stax XML Mapreduce InputFormat. So basically in this case you need to treat JSONArray’s similar to XML…
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XmlStaxInputFormat / XmlStaxFileRecordReader Github Project – https://github.com/gss2002/xml-stax-mr After some time it seemed like a gap that existed with Hadoop MapReduce and Spark that the existing XmlInputFormat classes from Mahout were using fseek and searching for strings as the file is read in from HDFS. The ability to break up a large Xml file becomes extremely important…
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Building an RPM for Spark 2.x for Vendor Hadoop Distribution It may be necessary to produce an alternate packaged version of Spark for usage in a vendor provided Hadoop Distribution. This became apparent many times to me when loading Hortonworks HDP into an Enterprise Environment where update/upgrade cycles do not allow for upgrade of HDFS…
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How to use the Native IBM MQ Client Receiver with Spark Streaming After using Apache Nifi and IBM MQ I noticed that Nifi could not easily guarantee order of incoming messages as failover can occur at anytime. This becomes a problem specifically with database and table replication when the replicating software puts messages to a…
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Using Apache Spark to parse a large HDFS archive of Ranger Audit logs using Apache Spark to find and verify if a user attempted to access files in HDFS, Hive or HBase. This eliminates the need to use a Hive SerDe to read these Apache Ranger JSON Files and to have to create an external…
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Integrating Apache Nifi with IBM MQ This would be a continuation of the IBM MQ and Hadoop integration article I first posted a few years ago. This explains how to integrate IBM MQ with Apache Nifi or Hortonworks HDF. IBM MQ is extremely important when attempting to integrate new technologies with legacy environments specifically mainframe environments…
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CIFS/SMB to HDFS and FTP to HDFS Over the past few years since working on with Hadoop and HDFS. Two types of requests that came up pretty regularly. One being can we move files from a Windows SMB/CIFS file share into Hadoop/HDFS usually containing 1000’s of CSVs or XLSX/XLS files. The other use case was…
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I’ve been working on securing Apache SolrCloud with kerberos. This includes configuring Zookeeper. So after struggling and lots of searching I came up with a working kerberized solution for SolrCloud, with Zookeeper, and Apache Ranger for Authorization. First I tried to secure a standalone Solr instance by updating to the Solr 6x branch which is a SNAPSHOT…
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After successfully running a Large Hadoop Cluster for a period of time. I started to notice strange things occurring initially with the MapReduce PI example task where tasks would be marked as failed. When looking more closely and attempting to logon/su/ssh to a machine with the userid that was running the job the sshd/su would return: -bash:…
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I’m pretty sure many folks have seen this specific error across multiple different linux systems specifically when iptables is enabled and the OS has thousands of connections coming in second. In my case I ran into this Examples of this are with Hadoop NameNode. Someone accidentally executed iptables -L to try to get a list…
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