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InfoQ Homepage News Better Developer Experience in Version 1.5 of the Data Access Framework MetaModel

Better Developer Experience in Version 1.5 of the Data Access Framework MetaModel

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Bookmarks's open-source Java framework MetaModel implements a unified API for the access, exploration, and query of different datastores. It supports a spectrum of different persistence providers such as relational databases, XML files, or Excel spreadsheets.

The Java-based datastore engine mainly focuses on reusability and is provided under LPGL licence., both a website and an open source software organization dedicated to “the development of Open Source software related to Business Intelligence and Data Warehousing”, has recently published version 1.5 of MetaModel with features structured into three areas:

  • Better compliance with datastores such as inclusion of Excel 2007 as a new datastore type, support of composite datastores, and Excel formula calculation.
  • A Query Builder API offering a new layer of abstraction on top of the existing Query API in order to hide complexity and reduce programming errors.
  • Emphasis on interfaces and immutability, i.e., almost all parts of the library are provided as interfaces for better testability, integration and deployment, and safety is addressed by exposing only immutable variants of data structures.

The coarse grained architecture of MetaModel is:

MetaModel is used in applications such as the data ware house generation system Quipu, and the open source data profiling application DataCleaner which also denotes a project of

The open source directory ohloh evaluates MetaModel with a high community rating, but also mentions that MetaModel was implemented by a single active developer, Kasper Sørensen.

Recently, the company Human Inference has acquired as published in a press announcement.

According to

all projects of, including MetaModel, will remain Open Source, but heavily enforced by the invested time and resources that Human Inference is adding to these projects.

Interested software engineers may obtain MetaModel 1.5 via the organization’s download site.

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Community comments

  • Ohloh and SVN commits

    by Kasper Sørensen,

    Your message is awaiting moderation. Thank you for participating in the discussion.

    I know that Ohloh might say that I have been the sole developer of MetaModel, and although I am flattered, I just want to say that several patches from other people have been included as well, but they don't show up as the "username" in the svn log.

Allowed html: a,b,br,blockquote,i,li,pre,u,ul,p

Allowed html: a,b,br,blockquote,i,li,pre,u,ul,p