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Simplification of ETL processes using Talend Platform

机译:使用Talend Platform简化ETL流程

摘要

The ETL process presents a broad concept of extracting, transforming and loading data. Each of these phases needs to be well defined to transfer the data efficiently to a different location or transform it into the demanded form. Unstructured forms of data along with its huge volume, which is common nowadays, makes this process even more difficult, and is reflected in the longer execution time. With a suitable ETL tool it is possible to simplify the implementation process and assure better control over it. The thesis describes how to complete such simplifications using an appropriate tool in practice. Two commercial and open source tools were compared. Talend tool was chosen and its workflow was later presented in detail. Handling management and integration problems of data is described, where the used data came from web scraping and the Twitter social network. At the end, a SWOT analysis was made for Talend tool.
机译:ETL过程提出了提取,转换和加载数据的广泛概念。这些阶段中的每一个阶段都需要明确定义,以将数据有效地传输到其他位置或将其转换为所需的形式。如今,非结构化数据形式及其庞大的数据量使这种过程变得更加困难,并反映在更长的执行时间上,这在当今很普遍。使用合适的ETL工具,可以简化实施过程并确保对其进行更好的控制。本文描述了如何在实践中使用适当的工具来完成这种简化。比较了两种商业工具和开源工具。选择了Talend工具,随后详细介绍了其工作流程。描述了数据的处理管理和集成问题,其中使用的数据来自网络抓取和Twitter社交网络。最后,对Talend工具进行了SWOT分析。

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    Čufer Tomaž;

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  • 年度 2015
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