Brown Dog (BD) data transformation services, Data Access Proxy (DAP) and Data Tilling Service (DTS), provide data format conversions and metadata extractions from data content functionalities, respectively, through through a set of consistent and programmable REST APIs. These services also exist as framework and are These services make up a framework that is extensible by design. DAP, built on top of the Polyglot framework and DTS, built on top of the Clowder framework, support contribution contributions of new BD tools from users across various research domains and making make the tools available for other users others to use. A BD tool is a Brown Dog script /or program that wraps any piece of code, software, library or webservice web service and exposes their function, either data format conversions and/conversion, or metadata extraction or and analysis capabilities. The Each BD tool is customized designed to fit into the ecosystem framework of either Polyglot framework (data format conversions) or Clowder framework (metadata extractions), and is made available through the DAP /or DTS APIsAPI.
Within the Polyglot framework, a each tool is alternatively known as a converter to emphasize on the its data format conversion capabilities. A converter is a wrapper script, written in any scripting language, such as bash, R, Python. A converter resides within a software server, which also hosts the third-party software /library with convert functionalityor libraries which provide the actual format conversion. The software server is the component that automates the use of conversion capabilities of any piece of code through the converter. A converter is a wrapper script, written in any scripting languages such as bash, R, Python, on any existing piece of code to leverage its convert capability. orchestrates the operation of the converter tool which runs the third-party software, handling input and output files.
Similarly, a tool within Clowder framework is known as an extractor within Clowder framework to emphasize on the extraction of metadata from data contentfiles. An extractor is a program that extracts metadata from within the file content, analyzes a file. It analyses the file’s contents and tags it according to some specific classification or criteria, etc. It resides in a distributed environment, such as a cloud server, as an extraction service and . It listens to a message queue for extraction requests from DTS API. The extraction process is triggered based on specific file types (MIME Types) and the metadata extracted are then made available through the DTS API.
In the BD framework, extractor and converter are the extensible units, and can be contributed by researchers across different research domains. To enable contributions from the research community, a Tools Catalogue was designed and implemented where a user can register and share their BD tool extractor or converter with other users.
How can I contribute to BD data transformation services?
- Identify your tool capabilities - extractions/analysis or conversions.
- Decide if your tool is best fit as converter within DAP or as extractor within DTS. Look into some existing examples in BD Tools catalogue (http://browndog.ncsa.illinois.edu/tools).
- Download bd-template project from the NCSA opensource repository (http://opensource.ncsa.illinois.edu/bitbucket/projects/BD/repos/bd-templates/)
- Follow the README instructions within bd-converter-templates and bd-extractor-templates, to set up the BD development environment for converter and extractor, respectively.
- Test the bd-templates with the test scripts provided within bd-templates.
- Follow the README instructions to write a new extractor/converter with your tool, thereby converting it to BD tool.
- Once tested in the local development environment, push the bd-tool code to the NCSA open-source repository(or github??).
- Register the new BD tool in the Tools catalogue. This Create am account in Tools Catalogue (http://browndog.ncsa.illinois.edu/tools) and register the new BD tool to it by clicking "contribute". This will involve you filling up forms providing description, link to the code repository, a dockerfile, input /output file. Submit it for admin approval.
- The admin goes through your tool, test it and approves it.
- On approval, your tool is visible to others and you can share the tool across different domain.
Why should I contribute?
Researchers often build/ develop new tools for their study/ research, in order to extract useful information from unstructured /or semi-structured data. A lot of efforts effort goes into that developing new tools and such efforts are often unacknowledged. The Instead, the value of their the research is usually measured in terms of publications and the analysis done on the data obtained from those unstructured data. Also, some of these extraction/conversion tasks . In addition, similar tool development efforts are repeated by multiple researchers within the same domain of science. Towards acknowledging such effortstool development effort, we we built the BD Tools Catalogue, where members of different research community could communities can contribute and share their tools within BD framework. So, In the BD Tools Catalogue you get proper credit for your effort in creating the new tool.
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Can I contribute if my tool uses a third-party proprietary software?
Yes, you can submit your tool which , even if it uses third-party proprietary software. However, before it is being made available as Data Transformation Services, we will require need to review the license agreement. Our current focus has been is on using opensource software for building bd open source software to build Brown Dog tools.