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Herringbone

Herringbone is a suite of tools for working with parquet files on hdfs, and with impala and hive.

The available commands are:

flatten: transform a directory of parquet files with a nested structure into a directory of parquet files with a flat schema that can be loaded into impala or hive (neither of which support nested schemas)

$ herringbone flatten -i /path/to/input/directory -o /path/to/output/directory

load: load a directory of parquet files (which must have a flat schema) into impala or hive (defaulting to impala)

$ herringbone load [--hive] [-u] -d db_name -t table -p /path/to/parquet/directory

tsv: transform a directory of parquet files into a directory of tsv files (which you can concat properly later with hadoop fs -getmerge /path/to/tsvs)

$ herringbone tsv -i /path/to/input/directory -o /path/to/output/directory

compact: transform a directory of parquet files into a directory of fewer larger parquet files

$ herringbone compact -i /path/to/input/directory -o /path/to/output/directory

See herringbone COMMAND --help for more information on a specific command.

Building

You'll need thrift 0.9.1 on your path.

$ git clone github.com/stripe/herringbone
$ cd herringbone
$ mvn package

Authors

herringbone's People

Contributors

colinmarc avatar daniellesucher avatar

Watchers

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