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| Main Author: | |
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| Format: | Preprint |
| Published: |
2020
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| Subjects: | |
| Online Access: | https://arxiv.org/abs/2005.04050 |
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| _version_ | 1866915696988913664 |
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| author | van der Loo, Mark P. J. |
| author_facet | van der Loo, Mark P. J. |
| contents | Monitoring data while it is processed and transformed can yield detailed insight into the dynamics of a (running) production system. The lumberjack package is a lightweight package allowing users to follow how an R object is transformed as it is manipulated by R code. The package abstracts all logging code from the user, who only needs to specify which objects are logged and what information should be logged. A few default loggers are included with the package but the package is extensible through user-defined logger objects. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2005_04050 |
| institution | arXiv |
| publishDate | 2020 |
| record_format | arxiv |
| spellingShingle | Monitoring data in R with the lumberjack package van der Loo, Mark P. J. Computation Monitoring data while it is processed and transformed can yield detailed insight into the dynamics of a (running) production system. The lumberjack package is a lightweight package allowing users to follow how an R object is transformed as it is manipulated by R code. The package abstracts all logging code from the user, who only needs to specify which objects are logged and what information should be logged. A few default loggers are included with the package but the package is extensible through user-defined logger objects. |
| title | Monitoring data in R with the lumberjack package |
| topic | Computation |
| url | https://arxiv.org/abs/2005.04050 |