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data processing toolkit
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Catmandu::Introduction - An Introduction to Catmandu data processing toolkit



Catmandu is a data processing toolkit developed as part of the LibreCat project.
Catmandu provides the command line client catmandu and a suite of tools to ease the import, storage,
retrieval, export and transformation of data. For instance, to transform a CSV file into JSON use the

$ catmandu convert JSON to CSV < data.json

Or, to store a YAML file into an ElasticSearch database type (requires Catmandu::ElasticSearch):

$ catmandu import YAML to ElasticSearch --index_name demo < test.yml

To export all the data from an Solr search engine into JSON type (requires Catmandu::Solr):

$ catmandu export Solr --url http://localhost:8983/solr to JSON

With Catmandu one can import OAI-PMH records in your application (requires Catmandu::OAI):

$ catmandu convert OAI --url --set allFtxt

and export records into formats such as JSON, YAML, CSV, XLS, RDF and many more.

Catmandu also provides a small scripting language to manipulate data, extract parts of your dataset and
transform records. For instance, rename fields with the 'move_field' Fix command:

$ catmandu convert JSON --fix 'move_field(title,my_title)' < data.json

In the example above, we renamed all the 'title' fields in the dataset into the 'my_title' field.

One can also work on deeply nested data. E.g. create a deeply nested data structure with the
'move_field' Fix command:

$ catmandu convert JSON --fix 'move_field(title,my.deeply.nested.title)' < data.json

In this example we moved the field 'title' into the field 'my', which contains a (sub)field 'deeply',
which contains a (sub)field 'nested'.

Catmandu was originally created by librarians for librarians. We process a lot of metadata especially
library metadata in formats such as MARC, MAB2 and MODS. With the following command we can extract
data from a marc record and to store it into the title field (requires Catmandu::MARC):

$ catmandu convert MARC --fix 'marc_map(245,title)' < data.mrc

Or, in case only the 245a subfield is needed write:

$ catmandu convert MARC --fix 'marc_map(245a,title)' < data.mrc

When processing data a lot of Fix commands could be required. It wouldn't be very practical to
type them all on the command line. By creating a Fix script which contains all the fix commands complicated
data transformations can be created. For instance, if the file myfixes.txt contains:


then they can be executed on a MARC file using this command:

$ catmandu convert MARC --fix myfixes.txt < data.mrc

Fixes can also be turned into executable scripts by adding a bash 'shebang' line at the top. E.g.
to harvest records from an OAI repository write this fix file:

 #!/usr/bin/env catmandu run
 do importer(OAI,url:"")

Run this (on Linux) by setting the executable bit:

 $ chmod 755 myfix.fix
 $ ./myfix.fix

To experiment with the Fix language you can also run the catmandu Fix interpreter in an
interactive mode:

 $ catmandu run
 Catmandu 0.95 interactive mode
 Type: \h for the command history
 fix > add_field(hello,world)
 hello: world
 fix >

Catmandu contains many powerful fixes. Visit to get
an overview what is possible.


For more information read our documentation pages
and blog
for a complete introduction and update into all Catmandu features.

In the winter of 2014 an Advent calendar tutorial was created to provide a day by
day introduction into the UNIX command line and Catmandu:

If you need extra training, our developers regulary host workshops at library
conferences and events:


There are several ways to get a working version of Catmandu on your computer.
For a quick and demo installation visit our blog
where a VirtualBox image is available containing all the Catmandu modules, including
ElasticSearch and MongoDB.

On our website we provide installation instructions for:

  • Debian
  • Ubuntu Server
  • CentOS
  • openSUSE
  • OpenBSD
  • Windows

and even a generic installation using Docker:

Open Source

Catmandu software published at is free software without warranty, liabilities
or support; you can redistribute it and/or modify it under the terms of the GNU General Public License as
published by the Free Software Foundation; either version 2 or any later version. Every contributor is free
to state her/his copyright.

Developers & Support

Catmandu has a very active international developer community. We welcome all feedback, bug reports and
feature enhancement.

Join our mailing list to receive more information: ``

Are a developer and want to contribute to the project? Feel free to submit pull requests or create new
Catmandu packages!


Catmandu is created in a cooperation with many developers world wide. Without them this project isn't possible.
We would like to thank our core maintainer: Nicolas Steenlant and all contributors: Christian Pietsch ,
Dave Sherohman , Friedrich Summann , Jakob Voss , Johann Rolschewski , Jorgen Eriksson , Magnus Enger ,
Maria Hedberg , Mathias Loesch , Najko Jahn , Nicolas Franck , Patrick Hochstenbach , Petra Kohorst ,
Snorri Briem , Upasana Shukla and Vitali Peil



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