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RMVL
View on CRAN: Click
here
Download and install RMVL package within the R console
Install from CRAN:
install.packages("RMVL")
Install from Github:
library("remotes")
install_github("cran/RMVL")
Install by package version:
library("remotes")
install_version("RMVL", "1.0.0.1")
Attach the package and use:
library("RMVL")
Maintained by
Vladimir Dergachev
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-06-22
Latest Update: 2022-02-20
Description:
Mappable vector library provides convenient way to access large datasets. Use all of your data at once, with few limits. Memory mapped data can be shared between multiple R processes. Access speed depends on storage medium, so solid state drive is recommended, preferably with PCI Express (or M.2 nvme) interface or a fast network file system. The data is memory mapped into R and then accessed using usual R list and array subscription operators. Convenience functions are provided for merging, grouping and indexing large vectors and data.frames. The layout of underlying MVL files is optimized for large datasets. The vectors are stored to guarantee alignment for vector intrinsics after memory map. The package is built on top of libMVL, which can be used as a standalone C library. libMVL has simple C API making it easy to interchange datasets with outside programs. Large MVL datasets are distributed via Academic Torrents <https://academictorrents.com/collection/mvl-datasets>.
How to cite:
Vladimir Dergachev (2021). RMVL: Mappable Vector Library for Handling Large Datasets. R package version 1.0.0.1, https://cran.r-project.org/web/packages/RMVL
Previous versions and publish date:
0.0.1.0 (2021-06-22 09:00), 0.0.1.2 (2021-06-23 09:10), 0.0.1.3 (2021-06-26 07:50), 0.0.1.4 (2021-07-08 18:20), 0.0.1.6 (2021-07-18 07:50), 0.0.2.1 (2021-08-15 16:40), 0.0.3.0 (2021-09-20 23:40), 0.0.4.1 (2021-12-07 08:00), 0.0.4.3 (2022-01-10 08:32), 0.0.4.4 (2022-02-20 22:30), 0.0.4.8 (2023-10-29 05:50), 0.0.4.9 (2023-10-30 21:00), 1.0.0.1 (2023-12-04 17:10)
Other packages that cited RMVL R package
View RMVL citation profile
Other R packages that RMVL depends,
imports, suggests or enhances
Functions, R codes and Examples using
the RMVL R package
Some associated functions: cash-.MVL . dim.MVL_OBJECT . length.MVL_OBJECT . mvl2R . mvl_add_directory_entries . mvl_class . mvl_close . mvl_compute_repeats . mvl_extent_index_lapply . mvl_find_matches . mvl_fused_write_objects . mvl_get_groups . mvl_get_neighbors . mvl_group . mvl_group_lapply . mvl_hash_vectors . mvl_index_lapply . mvl_indexed_copy . mvl_inherits . mvl_merge . mvl_neighbors_lapply . mvl_object_stats . mvl_open . mvl_order_vectors . mvl_remap . mvl_start_write_vector . mvl_status . mvl_write_extent_index . mvl_write_groups . mvl_write_hash_vectors . mvl_write_object . mvl_write_serialized_object . mvl_write_spatial_groups . mvl_write_spatial_index1 . mvl_xlength . names.MVL . names.MVL_OBJECT . print.MVL . print.MVL_OBJECT . sub-.MVL . sub-.MVL_OBJECT .
Some associated R codes: RMVL.R . Full RMVL package functions and examples
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