Back to Multiple platform build/check report for BioC 3.19: simplified long |
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This page was generated on 2024-03-04 11:40:04 -0500 (Mon, 04 Mar 2024).
Hostname | OS | Arch (*) | R version | Installed pkgs |
---|---|---|---|---|
nebbiolo1 | Linux (Ubuntu 22.04.3 LTS) | x86_64 | R Under development (unstable) (2024-01-16 r85808) -- "Unsuffered Consequences" | 4676 |
palomino3 | Windows Server 2022 Datacenter | x64 | R Under development (unstable) (2024-01-14 r85805 ucrt) -- "Unsuffered Consequences" | 4414 |
merida1 | macOS 12.7.1 Monterey | x86_64 | R Under development (unstable) (2024-01-16 r85808) -- "Unsuffered Consequences" | 4441 |
kunpeng2 | Linux (openEuler 22.03 LTS-SP1) | aarch64 | R Under development (unstable) (2024-01-16 r85812) -- "Unsuffered Consequences" | 4417 |
Click on any hostname to see more info about the system (e.g. compilers) (*) as reported by 'uname -p', except on Windows and Mac OS X |
Package 2114/2251 | Hostname | OS / Arch | INSTALL | BUILD | CHECK | BUILD BIN | ||||||||
tidySpatialExperiment 0.99.20 (landing page) William Hutchison
| nebbiolo1 | Linux (Ubuntu 22.04.3 LTS) / x86_64 | OK | OK | OK | |||||||||
palomino3 | Windows Server 2022 Datacenter / x64 | OK | OK | OK | OK | |||||||||
merida1 | macOS 12.7.1 Monterey / x86_64 | OK | OK | OK | OK | |||||||||
kunpeng2 | Linux (openEuler 22.03 LTS-SP1) / aarch64 | OK | OK | OK | ||||||||||
To the developers/maintainers of the tidySpatialExperiment package: - Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/tidySpatialExperiment.git to reflect on this report. See Troubleshooting Build Report for more information. - Use the following Renviron settings to reproduce errors and warnings. - If 'R CMD check' started to fail recently on the Linux builder(s) over a missing dependency, add the missing dependency to 'Suggests:' in your DESCRIPTION file. See Renviron.bioc for more information. |
Package: tidySpatialExperiment |
Version: 0.99.20 |
Command: /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:tidySpatialExperiment.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings tidySpatialExperiment_0.99.20.tar.gz |
StartedAt: 2024-03-02 11:45:28 -0500 (Sat, 02 Mar 2024) |
EndedAt: 2024-03-02 11:56:19 -0500 (Sat, 02 Mar 2024) |
EllapsedTime: 651.8 seconds |
RetCode: 0 |
Status: OK |
CheckDir: tidySpatialExperiment.Rcheck |
Warnings: 0 |
############################################################################## ############################################################################## ### ### Running command: ### ### /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:tidySpatialExperiment.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings tidySpatialExperiment_0.99.20.tar.gz ### ############################################################################## ############################################################################## * using log directory ‘/Users/biocbuild/bbs-3.19-bioc/meat/tidySpatialExperiment.Rcheck’ * using R Under development (unstable) (2024-01-16 r85808) * using platform: x86_64-apple-darwin20 * R was compiled by Apple clang version 14.0.0 (clang-1400.0.29.202) GNU Fortran (GCC) 12.2.0 * running under: macOS Monterey 12.7.1 * using session charset: UTF-8 * using option ‘--no-vignettes’ * checking for file ‘tidySpatialExperiment/DESCRIPTION’ ... OK * checking extension type ... Package * this is package ‘tidySpatialExperiment’ version ‘0.99.20’ * package encoding: UTF-8 * checking package namespace information ... OK * checking package dependencies ... OK * checking if this is a source package ... OK * checking if there is a namespace ... OK * checking for hidden files and directories ... OK * checking for portable file names ... OK * checking for sufficient/correct file permissions ... OK * checking whether package ‘tidySpatialExperiment’ can be installed ... OK * checking installed package size ... OK * checking package directory ... OK * checking ‘build’ directory ... OK * checking DESCRIPTION meta-information ... OK * checking top-level files ... OK * checking for left-over files ... OK * checking index information ... OK * checking package subdirectories ... OK * checking R files for non-ASCII characters ... OK * checking R files for syntax errors ... OK * checking whether the package can be loaded ... OK * checking whether the package can be loaded with stated dependencies ... OK * checking whether the package can be unloaded cleanly ... OK * checking whether the namespace can be loaded with stated dependencies ... OK * checking whether the namespace can be unloaded cleanly ... OK * checking dependencies in R code ... NOTE Unexported object imported by a ':::' call: ‘S4Vectors:::disableValidity’ See the note in ?`:::` about the use of this operator. * checking S3 generic/method consistency ... OK * checking replacement functions ... OK * checking foreign function calls ... OK * checking R code for possible problems ... NOTE join_features,SpatialExperiment: no visible binding for global variable ‘index’ Undefined global functions or variables: index * checking Rd files ... OK * checking Rd metadata ... OK * checking Rd cross-references ... OK * checking for missing documentation entries ... OK * checking for code/documentation mismatches ... OK * checking Rd \usage sections ... OK * checking Rd contents ... OK * checking for unstated dependencies in examples ... OK * checking files in ‘vignettes’ ... OK * checking examples ... OK Examples with CPU (user + system) or elapsed time > 5s user system elapsed aggregate_cells 10.229 0.431 12.386 unite 5.630 0.096 6.470 sample_n 5.231 0.074 6.377 unnest 5.226 0.074 5.946 inner_join 5.213 0.066 5.928 left_join 5.204 0.075 5.629 right_join 5.155 0.078 6.145 rename 5.132 0.076 5.948 join_features 4.980 0.082 5.792 bind_rows 4.968 0.068 5.749 bind_cols 4.954 0.064 5.748 plot_ly 4.820 0.136 5.571 nest 4.888 0.066 5.650 filter 4.882 0.064 5.983 ggplot 4.871 0.073 5.485 arrange 4.845 0.080 5.736 count 4.847 0.073 5.748 extract 4.830 0.068 6.123 ellipse 4.774 0.069 5.613 separate 4.769 0.073 5.877 slice 4.754 0.070 5.705 rectangle 4.746 0.064 5.523 mutate 4.724 0.060 5.082 rowwise 4.684 0.068 5.467 distinct 4.651 0.074 5.687 group_by 4.663 0.061 5.302 pivot_longer 4.642 0.070 5.341 formatting 4.646 0.061 5.456 as_tibble 4.630 0.069 5.456 pull 4.599 0.068 5.441 select 4.542 0.063 5.340 summarise 4.542 0.062 5.308 glimpse 4.470 0.063 5.079 * checking for unstated dependencies in ‘tests’ ... OK * checking tests ... Running ‘testthat.R’ OK * checking for unstated dependencies in vignettes ... OK * checking package vignettes ... OK * checking running R code from vignettes ... SKIPPED * checking re-building of vignette outputs ... SKIPPED * checking PDF version of manual ... OK * DONE Status: 2 NOTEs See ‘/Users/biocbuild/bbs-3.19-bioc/meat/tidySpatialExperiment.Rcheck/00check.log’ for details.
tidySpatialExperiment.Rcheck/00install.out
############################################################################## ############################################################################## ### ### Running command: ### ### /Library/Frameworks/R.framework/Resources/bin/R CMD INSTALL tidySpatialExperiment ### ############################################################################## ############################################################################## * installing to library ‘/Library/Frameworks/R.framework/Versions/4.4-x86_64/Resources/library’ * installing *source* package ‘tidySpatialExperiment’ ... ** using staged installation ** R ** byte-compile and prepare package for lazy loading ** help *** installing help indices *** copying figures ** building package indices ** installing vignettes ** testing if installed package can be loaded from temporary location ** testing if installed package can be loaded from final location ** testing if installed package keeps a record of temporary installation path * DONE (tidySpatialExperiment)
tidySpatialExperiment.Rcheck/tests/testthat.Rout
R Under development (unstable) (2024-01-16 r85808) -- "Unsuffered Consequences" Copyright (C) 2024 The R Foundation for Statistical Computing Platform: x86_64-apple-darwin20 R is free software and comes with ABSOLUTELY NO WARRANTY. You are welcome to redistribute it under certain conditions. Type 'license()' or 'licence()' for distribution details. R is a collaborative project with many contributors. Type 'contributors()' for more information and 'citation()' on how to cite R or R packages in publications. Type 'demo()' for some demos, 'help()' for on-line help, or 'help.start()' for an HTML browser interface to help. Type 'q()' to quit R. > library(testthat) > library(tidySpatialExperiment) Loading required package: SpatialExperiment Loading required package: SingleCellExperiment Loading required package: SummarizedExperiment Loading required package: MatrixGenerics Loading required package: matrixStats Attaching package: 'MatrixGenerics' The following objects are masked from 'package:matrixStats': colAlls, colAnyNAs, colAnys, colAvgsPerRowSet, colCollapse, colCounts, colCummaxs, colCummins, colCumprods, colCumsums, colDiffs, colIQRDiffs, colIQRs, colLogSumExps, colMadDiffs, colMads, colMaxs, colMeans2, colMedians, colMins, colOrderStats, colProds, colQuantiles, colRanges, colRanks, colSdDiffs, colSds, colSums2, colTabulates, colVarDiffs, colVars, colWeightedMads, colWeightedMeans, colWeightedMedians, colWeightedSds, colWeightedVars, rowAlls, rowAnyNAs, rowAnys, rowAvgsPerColSet, rowCollapse, rowCounts, rowCummaxs, rowCummins, rowCumprods, rowCumsums, rowDiffs, rowIQRDiffs, rowIQRs, rowLogSumExps, rowMadDiffs, rowMads, rowMaxs, rowMeans2, rowMedians, rowMins, rowOrderStats, rowProds, rowQuantiles, rowRanges, rowRanks, rowSdDiffs, rowSds, rowSums2, rowTabulates, rowVarDiffs, rowVars, rowWeightedMads, rowWeightedMeans, rowWeightedMedians, rowWeightedSds, rowWeightedVars Loading required package: GenomicRanges Loading required package: stats4 Loading required package: BiocGenerics Attaching package: 'BiocGenerics' The following objects are masked from 'package:stats': IQR, mad, sd, var, xtabs The following objects are masked from 'package:base': Filter, Find, Map, Position, Reduce, anyDuplicated, aperm, append, as.data.frame, basename, cbind, colnames, dirname, do.call, duplicated, eval, evalq, get, grep, grepl, intersect, is.unsorted, lapply, mapply, match, mget, order, paste, pmax, pmax.int, pmin, pmin.int, rank, rbind, rownames, sapply, setdiff, table, tapply, union, unique, unsplit, which.max, which.min Loading required package: S4Vectors Attaching package: 'S4Vectors' The following object is masked from 'package:utils': findMatches The following objects are masked from 'package:base': I, expand.grid, unname Loading required package: IRanges Loading required package: GenomeInfoDb Loading required package: Biobase Welcome to Bioconductor Vignettes contain introductory material; view with 'browseVignettes()'. To cite Bioconductor, see 'citation("Biobase")', and for packages 'citation("pkgname")'. Attaching package: 'Biobase' The following object is masked from 'package:MatrixGenerics': rowMedians The following objects are masked from 'package:matrixStats': anyMissing, rowMedians Loading required package: tidySingleCellExperiment Attaching package: 'tidySpatialExperiment' The following object is masked from 'package:tidySingleCellExperiment': unnest_single_cell_experiment > > test_check("tidySpatialExperiment") rd10xV> dir <- system.file( rd10xV+ file.path("extdata", "10xVisium"), rd10xV+ package = "SpatialExperiment") rd10xV> sample_ids <- c("section1", "section2") rd10xV> samples <- file.path(dir, sample_ids, "outs") rd10xV> list.files(samples[1]) [1] "raw_feature_bc_matrix" "spatial" rd10xV> list.files(file.path(samples[1], "spatial")) [1] "scalefactors_json.json" "tissue_lowres_image.png" [3] "tissue_positions_list.csv" rd10xV> file.path(samples[1], "raw_feature_bc_matrix") [1] "/Library/Frameworks/R.framework/Versions/4.4-x86_64/Resources/library/SpatialExperiment/extdata/10xVisium/section1/outs/raw_feature_bc_matrix" rd10xV> (spe <- read10xVisium(samples, sample_ids, rd10xV+ type = "sparse", data = "raw", rd10xV+ images = "lowres", load = FALSE)) # A SpatialExperiment-tibble abstraction: 99 × 7 # [90mFeatures=50 | Cells=99 | Assays=counts[0m .cell in_tissue array_row array_col sample_id pxl_col_in_fullres <chr> <lgl> <int> <int> <chr> <int> 1 AAACAACGAATAGTTC-1 FALSE 0 16 section1 2312 2 AAACAAGTATCTCCCA-1 TRUE 50 102 section1 8230 3 AAACAATCTACTAGCA-1 TRUE 3 43 section1 4170 4 AAACACCAATAACTGC-1 TRUE 59 19 section1 2519 5 AAACAGAGCGACTCCT-1 TRUE 14 94 section1 7679 6 AAACAGCTTTCAGAAG-1 FALSE 43 9 section1 1831 7 AAACAGGGTCTATATT-1 FALSE 47 13 section1 2106 8 AAACAGTGTTCCTGGG-1 FALSE 73 43 section1 4170 9 AAACATGGTGAGAGGA-1 FALSE 62 0 section1 1212 10 AAACATTTCCCGGATT-1 FALSE 61 97 section1 7886 # ℹ 89 more rows # ℹ 1 more variable: pxl_row_in_fullres <int> rd10xV> # base directory 'outs/' from Space Ranger can also be omitted rd10xV> samples2 <- file.path(dir, sample_ids) rd10xV> (spe2 <- read10xVisium(samples2, sample_ids, rd10xV+ type = "sparse", data = "raw", rd10xV+ images = "lowres", load = FALSE)) # A SpatialExperiment-tibble abstraction: 99 × 7 # [90mFeatures=50 | Cells=99 | Assays=counts[0m .cell in_tissue array_row array_col sample_id pxl_col_in_fullres <chr> <lgl> <int> <int> <chr> <int> 1 AAACAACGAATAGTTC-1 FALSE 0 16 section1 2312 2 AAACAAGTATCTCCCA-1 TRUE 50 102 section1 8230 3 AAACAATCTACTAGCA-1 TRUE 3 43 section1 4170 4 AAACACCAATAACTGC-1 TRUE 59 19 section1 2519 5 AAACAGAGCGACTCCT-1 TRUE 14 94 section1 7679 6 AAACAGCTTTCAGAAG-1 FALSE 43 9 section1 1831 7 AAACAGGGTCTATATT-1 FALSE 47 13 section1 2106 8 AAACAGTGTTCCTGGG-1 FALSE 73 43 section1 4170 9 AAACATGGTGAGAGGA-1 FALSE 62 0 section1 1212 10 AAACATTTCCCGGATT-1 FALSE 61 97 section1 7886 # ℹ 89 more rows # ℹ 1 more variable: pxl_row_in_fullres <int> rd10xV> # tabulate number of spots mapped to tissue rd10xV> cd <- colData(spe) rd10xV> table( rd10xV+ in_tissue = cd$in_tissue, rd10xV+ sample_id = cd$sample_id) sample_id in_tissue section1 section2 FALSE 28 27 TRUE 22 22 rd10xV> # view available images rd10xV> imgData(spe) DataFrame with 2 rows and 4 columns sample_id image_id data scaleFactor <character> <character> <list> <numeric> 1 section1 lowres #### 0.0510334 2 section2 lowres #### 0.0510334 rd10xV> dir <- system.file( rd10xV+ file.path("extdata", "10xVisium"), rd10xV+ package = "SpatialExperiment") rd10xV> sample_ids <- c("section1", "section2") rd10xV> samples <- file.path(dir, sample_ids, "outs") rd10xV> list.files(samples[1]) [1] "raw_feature_bc_matrix" "spatial" rd10xV> list.files(file.path(samples[1], "spatial")) [1] "scalefactors_json.json" "tissue_lowres_image.png" [3] "tissue_positions_list.csv" rd10xV> file.path(samples[1], "raw_feature_bc_matrix") [1] "/Library/Frameworks/R.framework/Versions/4.4-x86_64/Resources/library/SpatialExperiment/extdata/10xVisium/section1/outs/raw_feature_bc_matrix" rd10xV> (spe <- read10xVisium(samples, sample_ids, rd10xV+ type = "sparse", data = "raw", rd10xV+ images = "lowres", load = FALSE)) # A SpatialExperiment-tibble abstraction: 99 × 7 # [90mFeatures=50 | Cells=99 | Assays=counts[0m .cell in_tissue array_row array_col sample_id pxl_col_in_fullres <chr> <lgl> <int> <int> <chr> <int> 1 AAACAACGAATAGTTC-1 FALSE 0 16 section1 2312 2 AAACAAGTATCTCCCA-1 TRUE 50 102 section1 8230 3 AAACAATCTACTAGCA-1 TRUE 3 43 section1 4170 4 AAACACCAATAACTGC-1 TRUE 59 19 section1 2519 5 AAACAGAGCGACTCCT-1 TRUE 14 94 section1 7679 6 AAACAGCTTTCAGAAG-1 FALSE 43 9 section1 1831 7 AAACAGGGTCTATATT-1 FALSE 47 13 section1 2106 8 AAACAGTGTTCCTGGG-1 FALSE 73 43 section1 4170 9 AAACATGGTGAGAGGA-1 FALSE 62 0 section1 1212 10 AAACATTTCCCGGATT-1 FALSE 61 97 section1 7886 # ℹ 89 more rows # ℹ 1 more variable: pxl_row_in_fullres <int> rd10xV> # base directory 'outs/' from Space Ranger can also be omitted rd10xV> samples2 <- file.path(dir, sample_ids) rd10xV> (spe2 <- read10xVisium(samples2, sample_ids, rd10xV+ type = "sparse", data = "raw", rd10xV+ images = "lowres", load = FALSE)) # A SpatialExperiment-tibble abstraction: 99 × 7 # [90mFeatures=50 | Cells=99 | Assays=counts[0m .cell in_tissue array_row array_col sample_id pxl_col_in_fullres <chr> <lgl> <int> <int> <chr> <int> 1 AAACAACGAATAGTTC-1 FALSE 0 16 section1 2312 2 AAACAAGTATCTCCCA-1 TRUE 50 102 section1 8230 3 AAACAATCTACTAGCA-1 TRUE 3 43 section1 4170 4 AAACACCAATAACTGC-1 TRUE 59 19 section1 2519 5 AAACAGAGCGACTCCT-1 TRUE 14 94 section1 7679 6 AAACAGCTTTCAGAAG-1 FALSE 43 9 section1 1831 7 AAACAGGGTCTATATT-1 FALSE 47 13 section1 2106 8 AAACAGTGTTCCTGGG-1 FALSE 73 43 section1 4170 9 AAACATGGTGAGAGGA-1 FALSE 62 0 section1 1212 10 AAACATTTCCCGGATT-1 FALSE 61 97 section1 7886 # ℹ 89 more rows # ℹ 1 more variable: pxl_row_in_fullres <int> rd10xV> # tabulate number of spots mapped to tissue rd10xV> cd <- colData(spe) rd10xV> table( rd10xV+ in_tissue = cd$in_tissue, rd10xV+ sample_id = cd$sample_id) sample_id in_tissue section1 section2 FALSE 28 27 TRUE 22 22 rd10xV> # view available images rd10xV> imgData(spe) DataFrame with 2 rows and 4 columns sample_id image_id data scaleFactor <character> <character> <list> <numeric> 1 section1 lowres #### 0.0510334 2 section2 lowres #### 0.0510334 rd10xV> dir <- system.file( rd10xV+ file.path("extdata", "10xVisium"), rd10xV+ package = "SpatialExperiment") rd10xV> sample_ids <- c("section1", "section2") rd10xV> samples <- file.path(dir, sample_ids, "outs") rd10xV> list.files(samples[1]) [1] "raw_feature_bc_matrix" "spatial" rd10xV> list.files(file.path(samples[1], "spatial")) [1] "scalefactors_json.json" "tissue_lowres_image.png" [3] "tissue_positions_list.csv" rd10xV> file.path(samples[1], "raw_feature_bc_matrix") [1] "/Library/Frameworks/R.framework/Versions/4.4-x86_64/Resources/library/SpatialExperiment/extdata/10xVisium/section1/outs/raw_feature_bc_matrix" rd10xV> (spe <- read10xVisium(samples, sample_ids, rd10xV+ type = "sparse", data = "raw", rd10xV+ images = "lowres", load = FALSE)) # A SpatialExperiment-tibble abstraction: 99 × 7 # [90mFeatures=50 | Cells=99 | Assays=counts[0m .cell in_tissue array_row array_col sample_id pxl_col_in_fullres <chr> <lgl> <int> <int> <chr> <int> 1 AAACAACGAATAGTTC-1 FALSE 0 16 section1 2312 2 AAACAAGTATCTCCCA-1 TRUE 50 102 section1 8230 3 AAACAATCTACTAGCA-1 TRUE 3 43 section1 4170 4 AAACACCAATAACTGC-1 TRUE 59 19 section1 2519 5 AAACAGAGCGACTCCT-1 TRUE 14 94 section1 7679 6 AAACAGCTTTCAGAAG-1 FALSE 43 9 section1 1831 7 AAACAGGGTCTATATT-1 FALSE 47 13 section1 2106 8 AAACAGTGTTCCTGGG-1 FALSE 73 43 section1 4170 9 AAACATGGTGAGAGGA-1 FALSE 62 0 section1 1212 10 AAACATTTCCCGGATT-1 FALSE 61 97 section1 7886 # ℹ 89 more rows # ℹ 1 more variable: pxl_row_in_fullres <int> rd10xV> # base directory 'outs/' from Space Ranger can also be omitted rd10xV> samples2 <- file.path(dir, sample_ids) rd10xV> (spe2 <- read10xVisium(samples2, sample_ids, rd10xV+ type = "sparse", data = "raw", rd10xV+ images = "lowres", load = FALSE)) # A SpatialExperiment-tibble abstraction: 99 × 7 # [90mFeatures=50 | Cells=99 | Assays=counts[0m .cell in_tissue array_row array_col sample_id pxl_col_in_fullres <chr> <lgl> <int> <int> <chr> <int> 1 AAACAACGAATAGTTC-1 FALSE 0 16 section1 2312 2 AAACAAGTATCTCCCA-1 TRUE 50 102 section1 8230 3 AAACAATCTACTAGCA-1 TRUE 3 43 section1 4170 4 AAACACCAATAACTGC-1 TRUE 59 19 section1 2519 5 AAACAGAGCGACTCCT-1 TRUE 14 94 section1 7679 6 AAACAGCTTTCAGAAG-1 FALSE 43 9 section1 1831 7 AAACAGGGTCTATATT-1 FALSE 47 13 section1 2106 8 AAACAGTGTTCCTGGG-1 FALSE 73 43 section1 4170 9 AAACATGGTGAGAGGA-1 FALSE 62 0 section1 1212 10 AAACATTTCCCGGATT-1 FALSE 61 97 section1 7886 # ℹ 89 more rows # ℹ 1 more variable: pxl_row_in_fullres <int> rd10xV> # tabulate number of spots mapped to tissue rd10xV> cd <- colData(spe) rd10xV> table( rd10xV+ in_tissue = cd$in_tissue, rd10xV+ sample_id = cd$sample_id) sample_id in_tissue section1 section2 FALSE 28 27 TRUE 22 22 rd10xV> # view available images rd10xV> imgData(spe) DataFrame with 2 rows and 4 columns sample_id image_id data scaleFactor <character> <character> <list> <numeric> 1 section1 lowres #### 0.0510334 2 section2 lowres #### 0.0510334 [ FAIL 0 | WARN 3 | SKIP 0 | PASS 38 ] [ FAIL 0 | WARN 3 | SKIP 0 | PASS 38 ] > > proc.time() user system elapsed 46.634 1.879 55.188
tidySpatialExperiment.Rcheck/tidySpatialExperiment-Ex.timings
name | user | system | elapsed | |
aggregate_cells | 10.229 | 0.431 | 12.386 | |
arrange | 4.845 | 0.080 | 5.736 | |
as_tibble | 4.630 | 0.069 | 5.456 | |
bind_cols | 4.954 | 0.064 | 5.748 | |
bind_rows | 4.968 | 0.068 | 5.749 | |
count | 4.847 | 0.073 | 5.748 | |
distinct | 4.651 | 0.074 | 5.687 | |
ellipse | 4.774 | 0.069 | 5.613 | |
extract | 4.830 | 0.068 | 6.123 | |
filter | 4.882 | 0.064 | 5.983 | |
formatting | 4.646 | 0.061 | 5.456 | |
ggplot | 4.871 | 0.073 | 5.485 | |
glimpse | 4.470 | 0.063 | 5.079 | |
group_by | 4.663 | 0.061 | 5.302 | |
inner_join | 5.213 | 0.066 | 5.928 | |
join_features | 4.980 | 0.082 | 5.792 | |
left_join | 5.204 | 0.075 | 5.629 | |
mutate | 4.724 | 0.060 | 5.082 | |
nest | 4.888 | 0.066 | 5.650 | |
pivot_longer | 4.642 | 0.070 | 5.341 | |
plot_ly | 4.820 | 0.136 | 5.571 | |
pull | 4.599 | 0.068 | 5.441 | |
rectangle | 4.746 | 0.064 | 5.523 | |
rename | 5.132 | 0.076 | 5.948 | |
right_join | 5.155 | 0.078 | 6.145 | |
rowwise | 4.684 | 0.068 | 5.467 | |
sample_n | 5.231 | 0.074 | 6.377 | |
select | 4.542 | 0.063 | 5.340 | |
separate | 4.769 | 0.073 | 5.877 | |
slice | 4.754 | 0.070 | 5.705 | |
summarise | 4.542 | 0.062 | 5.308 | |
tbl_format_header | 0.000 | 0.001 | 0.000 | |
unite | 5.630 | 0.096 | 6.470 | |
unnest | 5.226 | 0.074 | 5.946 | |