Code Monkey home page Code Monkey logo

avro2parquet's Introduction

avro2parquet

Hadoop MapReduce program to convert Avro data files to Parquet format.

Installation

git clone https://github.com/laserson/avro2parquet.git
cd avro2parquet
mvn clean package

This will generate the jar files in the target/ directory.

Usage

This tool will work on Avro container files (which I believe is just the standard Avro data file format). It contains the Avro GenericRecord objects as the key and a NullWritable as the value.

The tool is currently hardcoded to output Snappy-compressed Parquet. It is simply a MapReduce job using the Tool interface.

The command is like so:

hadoop jar <avro2parquet jar file> \
com.cloudera.science.avro2parquet.Avro2Parquet \
<and generic options to the JVM> \
hdfs:///path/to/avro/schema.avsc \
hdfs:///path/to/avro/data \
hdfs:///output/path

so for example:

hadoop jar avro2parquet-0.1.0-jar-with-dependencies.jar \
com.cloudera.science.avro2parquet.Avro2Parquet \
-D mapred.child.java.opts=-Xmx1024M \
hdfs:///user/lasersou/schemas/data.avsc \
hdfs:///user/lasersou/data \
hdfs:///user/lasersou/output

avro2parquet's People

Contributors

laserson avatar

Watchers

 avatar  avatar  avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.