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Apache Drill
Haridas N <hn@haridas.in>
Agenda
● Get your cluster ready using easy scripts
● Try out different use-cases
● Where Drill fits best
● Drill vs Spark : Try SQL on spark and Drill
Get your cluster ready for Session: Apache Drill
NOTE: For Mac or Windows environment, ensure docker got enough CPU and RAM, change it from docker settings. Minimum machine spec
expected is 8GB RAM, 4 Core.
$ git clone https://github.com/haridas/hadoop-env
$ cd hadoop-env
$ bash ./bin/clean-all.sh
$ bash ./bin/start-hadoop.sh
$ bash ./bin/start-spark.sh
$ bash ./bin/start-drill.sh
$ docker ps
* Don’t be afraid to check inside above scripts. !
What’s Drill
● Apache Drill is inspired from the Dremel query engine
● Dremel is the engine for BigQuery
● It brings its on computation framework which is optimized for SQL query
execution in the wild.
● Apache Impala another tool inspired from Dremel
● Map-reduce paper published on - 2004 ( Hadoop on 2011 )
● Dremel paper published on - 2010
● http://prestodb.github.io/docs/current/
Drill ( cont. )
● Queries are pushed down to the nodes where the data belongs.
● There is no map-reduce conversion.
● Drill cluster can run standalone,
WHY Drill
● SQL 2003 syntax fully supported, with custom UDFs on Java.
● Schema free like Elasticsearch / Mongodb, Read from any file.
● Query Semi-structured or/and nested data ( Json, csv, txt etc)
● Provides standard APIs, jdbc, http.
https://www.dremio.com/apache-drill-explained/
Drill vs Spark
● Spark is general purpose analytic engine, which make uses optimised version
MR.
● Spark supports SQL, via its APIs but not fully standard complaint.
● Drill has optimised engine specifically for the query push-down and
optimisation.
● Drill specially for SQL related use-cases, Spark has SQL interface but more
into general graph computation.
● We can imagine Drill as a BigQuery Database, Spark is not for these kind of
use cases.
Workshop
Thank you

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Apache drill - Scalable SQL query Engine

  • 1. Apache Drill Haridas N <hn@haridas.in>
  • 2. Agenda ● Get your cluster ready using easy scripts ● Try out different use-cases ● Where Drill fits best ● Drill vs Spark : Try SQL on spark and Drill
  • 3. Get your cluster ready for Session: Apache Drill NOTE: For Mac or Windows environment, ensure docker got enough CPU and RAM, change it from docker settings. Minimum machine spec expected is 8GB RAM, 4 Core. $ git clone https://github.com/haridas/hadoop-env $ cd hadoop-env $ bash ./bin/clean-all.sh $ bash ./bin/start-hadoop.sh $ bash ./bin/start-spark.sh $ bash ./bin/start-drill.sh $ docker ps * Don’t be afraid to check inside above scripts. !
  • 4. What’s Drill ● Apache Drill is inspired from the Dremel query engine ● Dremel is the engine for BigQuery ● It brings its on computation framework which is optimized for SQL query execution in the wild. ● Apache Impala another tool inspired from Dremel ● Map-reduce paper published on - 2004 ( Hadoop on 2011 ) ● Dremel paper published on - 2010 ● http://prestodb.github.io/docs/current/
  • 5. Drill ( cont. ) ● Queries are pushed down to the nodes where the data belongs. ● There is no map-reduce conversion. ● Drill cluster can run standalone,
  • 6.
  • 7. WHY Drill ● SQL 2003 syntax fully supported, with custom UDFs on Java. ● Schema free like Elasticsearch / Mongodb, Read from any file. ● Query Semi-structured or/and nested data ( Json, csv, txt etc) ● Provides standard APIs, jdbc, http. https://www.dremio.com/apache-drill-explained/
  • 8. Drill vs Spark ● Spark is general purpose analytic engine, which make uses optimised version MR. ● Spark supports SQL, via its APIs but not fully standard complaint. ● Drill has optimised engine specifically for the query push-down and optimisation. ● Drill specially for SQL related use-cases, Spark has SQL interface but more into general graph computation. ● We can imagine Drill as a BigQuery Database, Spark is not for these kind of use cases.