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As a successor of the packages [BatchJobs](https://github.com/tudo-r/BatchJobs) and [BatchExperiments](https://github.com/tudo-r/Batchexperiments), batchtools provides a parallel implementation of Map for high performance computing systems managed by schedulers like Slurm, Sun Grid Engine, OpenLava, TORQUE/OpenPBS, Load Sharing Facility (LSF) or Docker Swarm (see the setup section in the [vignette](https://batchtools.mlr-org.com/batchtools/articles/batchtools.html)).
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As a successor of the packages [BatchJobs](https://github.com/tudo-r/BatchJobs) and [BatchExperiments](https://github.com/tudo-r/Batchexperiments), batchtools provides a parallel implementation of Map for high performance computing systems managed by schedulers like Slurm, Sun Grid Engine, OpenLava, TORQUE/OpenPBS, Load Sharing Facility (LSF) or Docker Swarm (see the setup section in the [vignette](https://batchtools.mlr-org.com/articles/batchtools.html)).
Next, you need to setup `batchtools` for your HPC (it will run sequentially otherwise).
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See the [vignette](https://mlr-org.github.io/batchtools/articles/batchtools.html#setup) for instructions.
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See the [vignette](https://batchtools.mlr-org.com/articles/batchtools.html) for instructions.
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## Why batchtools?
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The development of [BatchJobs](https://github.com/tudo-r/BatchJobs/) and [BatchExperiments](https://github.com/tudo-r/Batchexperiments) is discontinued for the following reasons:
@@ -46,15 +46,14 @@ The development of [BatchJobs](https://github.com/tudo-r/BatchJobs/) and [BatchE
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* Data base issues: Although we invested weeks to mitigate issues with locks of the SQLite data base or file system (staged queries, file system timeouts, ...), `BatchJobs` kept working unreliable on some systems with high latency under certain conditions. This made `BatchJobs` unusable for many users.
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[BatchJobs](https://github.com/tudo-r/BatchJobs/) and [BatchExperiments](https://github.com/tudo-r/Batchexperiments) will remain on CRAN, but new features are unlikely to be ported back.
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The [vignette](https://batchtools.mlr-org.com/batchtools/articles/batchtools.html#migration) contains a section comparing the packages.
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The [vignette](https://batchtools.mlr-org.com/articles/batchtools.html) contains a section comparing the packages.
*[JOSS Paper](https://doi.org/10.21105/joss.00135): Short paper on batchtools. Please cite this if you use batchtools.
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*[Paper on BatchJobs/BatchExperiments](https://www.jstatsoft.org/v64/i11): The described concept still holds for batchtools and most examples work analogously (see the [vignette](https://batchtools.mlr-org.com/batchtools/articles/batchtools.html#migration) for differences between the packages).
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*[Paper on BatchJobs/BatchExperiments](https://www.jstatsoft.org/v64/i11): The described concept still holds for batchtools and most examples work analogously (see the [vignette](https://batchtools.mlr-org.com/articles/batchtools.html) for differences between the packages).
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## Citation
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Please cite the [JOSS paper](https://doi.org/10.21105/joss.00135) using the following BibTeX entry:
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