April 2018
Beginner to intermediate
440 pages
11h 36m
English
Content preview from Mastering Geospatial Analysis with Python
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Geoprocessing with a GPU Database
With the emergence of multi-core GPUs, new database technologies have been developed to take advantage of this improved technology. MapD, a startup based in San Francisco, is one example of these companies. Their GPU-based database technology was made open source in 2017 and is available for use on cloud services, such as Amazon Web Services (AWS) and Microsoft Azure. By combining the parallelization potential of GPUs with a relational database, the MapD database improves the speed of database queries and visualizations based on the data.
MapD has created a Python 3 module, pymapd, that allows users to connect to the database and automate queries. This Python binding allows geospatial professionals to integrate ...
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