ArchiveSpark is a framework / toolkit / library / API to facilitate efficient data processing, extraction as well as derivation for archival collections.
While originally developed for the use with web archives, which is still its main focus, ArchiveSpark can be used with any (archival) data collections through its modular architecture and customizable data specifications.
The main use case of ArchiveSpark is the efficient access to archival data with the goal to derive corpora by applying filters and tools in order to extract information from the original raw data, to be stored in a more accessible format, like JSON, while reflecting the data lineage of each derived value.
Examples of what you can do with it include: (see recipes for code examples)
- Selecting a subset of your data and extracting desired properties (e.g., title, entities, ...)
- Running a (temporal) data analysis on the filtered / extracted / derived data
- Generating hyperlink or knowledge graphs for downstream applications
- Processing archived webpages and extracting embedded resources
- Downloading remote WARC/CDX data from the Internet Archive's Wayback Machine
- Namespace changed to
org.archive.webservices.archivespark. - Extensive overhaul to be based on Sparkling, Internet Archive's internal data processing library, which is now partially included under
org.archive.webservices.sparkling. - ArchiveSpark will evolve as Sparkling evolves and automatically benefit from new features and bugfixes.
- Streamlined with all unused / unnecessary / academic / experimental features being removed.
- Refactored / cleaned up / simplified ArchiveSpark's public APIs.
For more information and instructions, please read the docs:
The MIT License (MIT)
Copyright (c) 2015-2019 Helge Holzmann (Internet Archive) <helge@archive.org>
Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
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