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Test Code : Hadoop-PR000007
Test Name : Hortonworks Certified Apache Hadoop 2.0 Developer (Pig and Hive Developer)
Vendor Name : Hortonworks
: 108 Real Questions
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We knew this present day would come. As I said last week, Apache Hadoop 2.0 become launched to accepted availability, and now top Hadoop dealer Hortonworks has replied in kind with the two.0 edition of its personal Hortonworks information Platform (HDP) distribution. considering that Hortonworks architect and co-founder Arun Murthy was on the helm of the Apache Hadoop free up, a prompt replace from Hortonworks was completely expected.
Knitting some YARNThe hallmark of the two.0 releases of Apache Hadoop and HDP is the inclusion YARN -- an acronym for Yet one more useful resource Negotiator -- which components out the management components of Hadoop's MapReduce engine from the MapReduce processing algoritm itself. In different phrases, while Hadoop 2.0 can use MapReduce to procedure information, it's now only 1 of probably many algorithms that can plug into the engine.
when you are trying to find a brief and dirty definition for MapReduce, it's an algorithm that preprocesses records into key and cost pairs in a "Map" step, then aggregates or consolidates that statistics in a "reduce" step, and does this in parallel throughout diverse nodes in a compute cluster.
Stinger, take IIAlong with YARN comes further construction to a Hortonworks-led undertaking called Stinger. Stinger goals to make Apache Hive 100x faster than it had been before the venture all started. Hive is the Apache engine that very nearly converts SQL queries to MapReduce jobs, accordingly enabling standard reporting and BI tools to question Hadoop, albeit a little bit slowly.
part 1 of Stinger (which contains SQL compatibility enhancements, column shop know-how, compression and in-reminiscence hash joins) had already been applied. With the release of HDP, and Hadoop, 2.0, Hive 0.12 and Stinger phase 2 -- where Hive continues to make use of MapReduce however nevertheless merits from YARN working beneath it -- is now being delivered. Hortonworks told me that Stinger section 2 now provides 60x-70x performance improvements over the pre-Stinger releases of Hive, due in massive half to straight Hive improvements, together with vector-based queries and optimizations for thus-referred to as star joins that are typical in information warehouse-type query situations.
Stinger part three will run on an engine referred to as Tez (the Hindi word for "velocity," suggested "taze"), with the intention to swap MapReduce out utterly. And on the grounds that Stinger section 2 has completed the 60x-70x mark already, Hortonworks informed me they felt quite confident that Stinger phase 3 might also well exceed the 100x aim initially set out for the undertaking. it can be mentioned that any Hadoop distro that contains Hadoop 2.0 and Hive 0.12 will include the Stinger section 2 advancements, as the code isn't proprietary to Hortonworks, but a part of the Open source Hive venture.
What's within the boxHDP 2.0 comprises updates throughout the quite a few Hadoop stack components, together with HBase, Pig and, as already outlined, Hive. here figure details the a lot of models of Apache assignment releases covered with various releases of HDP:HDP/Apache edition map
items from a couple of companions, together with Microstrategy, Tableau, Splunk, WANdisco, Talend and Elasticsearch are already HDP 2.0-certified.
The HDP Sandbox, a pre-constructed virtual machine graphic containing the entire HDP setting up, and will be updated for HDP 2.0 presently and will include tutorials from Hortonworks, but also from third parties together with Microsoft, Talend and Tableau.
Hadoop on WindowsSpeaking of Microsoft, the home windows taste of HDP 2.0 will drop in mid-November, in line with Hortonworks. The reason behind the brief lag rests mostly on some finishing touches round integration between Apache Ambari and Microsoft system center. The windows version of the HDP Sandbox, obtainable in VMWare, digital container and Hyper-V digital computer codecs, will be up-to-date as smartly.
The HDP 2.0 unlock is large news...and with Strata/Hadoop World arising subsequent week in new york city, I predict there can be much more very soon.
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