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IMPORTANT: Data Brewery is now Bubbles: This brewery repository is NOT MAINTAINED any more.
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added reference to bubbles

latest commit dca07d6f09
Stefan Urbanek authored
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bin Renamed some imports.
brewery new sampling method: a random "percent" sample
doc added reference to bubbles
examples Renamed some imports.
.gitignore Added initial elasticsearch datastore
.hgignore added missing test data files
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AUTHORS added aparo to the contributor list
LICENSE changed license to MIT
README.markdown added reference to bubbles
requirements.txt Added requirements.txt files



Understandable data streaming, auditing and mining framework for Python.

NOTE: This project has been replaced by Bubbles (see below). Brewery is not maintained any more

Bubbles can be found at:

Project page: Github:


Brewery was a python framework for:

  • data streams - streaming structured data from various sources into various targets. Example of existing streams: CSV, XLS, Google Spreadsheet, relational SQL database, MongoDB, directory with YAML files, HTML, ...
  • data quality monitoring
  • data mining (in the future)

Focus was on understandability and transparency of the process.


To install original brewery framework type:

pip install brewery

To install original brewery from sources, you can get it from Github:

More details about installation and requirements can be found at:


Documentation can be found at:


Main project source repository is being hosted at Github:

git clone git://


If you have questions, problems or suggestions, you can send a message to the Google group or write to the author.


Stefan Urbanek


Brewery is licensed under MIT license with following addition:

If your version of the Software supports interaction with it remotely 
through a computer network, the above copyright notice and this permission 
notice shall be accessible to all users.

Simply said, that if you use it as part of software as a service (SaaS) you have to provide the copyright notice in an about, legal info, credits or some similar kind of page or info box.

For full license see the LICENSE file.

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