Dependency analysis on package fastshap

General information

CRAN link link
Package version0.0.7
Number of strong dependencies44
Number of all dependencies96
Number of parent packages8
Max heaviness from parent packages18
Total heaviness from parent packages23
Number of parent packages (including Suggests and Enhances)21
Max co-heaviness from parent packages ("ggplot2" and "tibble")13

Dependency heatmap

In the following dependency heatmap, rows are the parent packages of fastshap and columns are the dependency packages that each parent package brings in. On the right side of the heatmap, there are three barplot annotations: 1. number of imported functions/S4 methods/S4 classes from parent packages; 2. number of dependency packages from each parent package; 3. heaviness of each parent package on fastshap.

Adjust heatmap size:
Base packages Other packages Imports LinkingTo Suggests utils methods grDevices stats graphics grid splines tools parallel glue rlang magrittr Matrix R6 lattice Rcpp crayon digest lifecycle ellipsis fansi pillar pkgconfig vctrs cli utf8 withr gtable tibble isoband MASS mgcv scales nlme farver labeling munsell RColorBrewer viridisLite colorspace jsonlite yaml base64enc fastmap data.table evaluate highr stringr xfun stringi rappdirs Formula plotmo TeachingDemos plotrix RcppEigen RcppTOML here png rprojroot rex httr lazyeval curl mime openssl askpass sys dplyr generics tidyselect purrr bslib htmltools jquerylib knitr tinytex sass fs 0 5 10 Imported methods 0 10 20 30 Required packages 0 5 10 15 Heaviness from parents matrixStats abind Rcpp plyr gridExtra tibble ggplot2 RcppArmadillo rstudioapi titanic tinytest htmltools earth ranger xgboost lightgbm knitr reticulate covr AmesHousing rmarkdown In total 44 packages are required directly or indirectly (96) when installing 'fastshap' (0.0.7) Imports LinkingTo Suggests Base packages that are required Recommended packages that are required Contributed packages that are required Packages that are required for installing 'fastshap' Imported functions Package is listed in 'Imports' but namespace is not imported


Dependency table

"Import" information is from the NAMESPACE file of fastshap.

imports: number of imported functions/objects; importMethods: number of imported S4 methods; importClasses: number of imported S4 classes.

Required packages: number of strong dependency packages for each of the parent package (or in other words, number of dependency packages the parent package brings in).

Heaviness from parent on fastshap: number of required packages that can be reduced if moving parent package to Suggests of fastshap.

Parent package Field imports importMethods importClasses Required packages Heaviness from parent on fastshap
ggplot2 Imports 10 0 0 37 18
matrixStats Imports Parent package is listed in Imports of fastshap but no object from parent package is imported. 0 1
abind Imports Parent package is listed in Imports of fastshap but no object from parent package is imported. 2 1
plyr Imports Parent package is listed in Imports of fastshap but no object from parent package is imported. 3 1
gridExtra Imports 1 0 0 5 1
Rcpp Imports 1 0 0 2 0
tibble Imports Parent package is listed in Imports of fastshap but no object from parent package is imported. 15 0
RcppArmadillo LinkingTo Parent package is listed in LinkingTo of fastshap but no object from parent package is imported. 4 1
rmarkdown Suggests No object is imported into the namespace of fastshap. 27 19
covr Suggests No object is imported into the namespace of fastshap. 20 12
knitr Suggests No object is imported into the namespace of fastshap. 12 8
reticulate Suggests No object is imported into the namespace of fastshap. 16 7
earth Suggests No object is imported into the namespace of fastshap. 8 5
AmesHousing Suggests No object is imported into the namespace of fastshap. 21 5
htmltools Suggests No object is imported into the namespace of fastshap. 6 3
xgboost Suggests No object is imported into the namespace of fastshap. 10 3
lightgbm Suggests No object is imported into the namespace of fastshap. 11 3
tinytest Suggests No object is imported into the namespace of fastshap. 2 2
ranger Suggests No object is imported into the namespace of fastshap. 10 2
rstudioapi Suggests No object is imported into the namespace of fastshap. 0 1
titanic Suggests No object is imported into the namespace of fastshap. 0 1

The following table lists pairs of parent packages with co-heaviness larger than 10. The co-heaviness measures the number of additional dependencies that two parent packages simultaneously import and are only imported by the two parents.

Note the co-heaviness from parents can be always easily observed in the dependency heatmap.

Parent 1 Parent 2 Co-heaviness on fastshap Co-heaviness as Jaccard coeffcient
tibble ggplot2 13 0.419

Analysis was done with pkgndep.