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This page was generated on 2025-03-25 11:44 -0400 (Tue, 25 Mar 2025).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo1Linux (Ubuntu 24.04.1 LTS)x86_64R Under development (unstable) (2025-03-13 r87965) -- "Unsuffered Consequences" 4782
palomino7Windows Server 2022 Datacenterx64R Under development (unstable) (2025-03-01 r87860 ucrt) -- "Unsuffered Consequences" 4552
lconwaymacOS 12.7.1 Montereyx86_64R Under development (unstable) (2025-03-02 r87868) -- "Unsuffered Consequences" 4581
kjohnson3macOS 13.7.1 Venturaarm64R Under development (unstable) (2025-03-02 r87868) -- "Unsuffered Consequences" 4533
kunpeng2Linux (openEuler 24.03 LTS)aarch64R Under development (unstable) (2025-02-19 r87757) -- "Unsuffered Consequences" 4463
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 2160/2315HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
tidybulk 1.19.1  (landing page)
Stefano Mangiola
Snapshot Date: 2025-03-24 13:40 -0400 (Mon, 24 Mar 2025)
git_url: https://git.bioconductor.org/packages/tidybulk
git_branch: devel
git_last_commit: 587f005
git_last_commit_date: 2025-03-17 18:50:31 -0400 (Mon, 17 Mar 2025)
nebbiolo1Linux (Ubuntu 24.04.1 LTS) / x86_64  OK    OK    OK  UNNEEDED, same version is already published
palomino7Windows Server 2022 Datacenter / x64  OK    OK    OK    OK  UNNEEDED, same version is already published
lconwaymacOS 12.7.1 Monterey / x86_64  OK    OK    OK    OK  UNNEEDED, same version is already published
kjohnson3macOS 13.7.1 Ventura / arm64  OK    OK    OK    OK  UNNEEDED, same version is already published
kunpeng2Linux (openEuler 24.03 LTS) / aarch64  OK    OK    OK  


CHECK results for tidybulk on lconway

To the developers/maintainers of the tidybulk package:
- Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/tidybulk.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.

raw results


Summary

Package: tidybulk
Version: 1.19.1
Command: /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:tidybulk.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings tidybulk_1.19.1.tar.gz
StartedAt: 2025-03-25 00:39:35 -0400 (Tue, 25 Mar 2025)
EndedAt: 2025-03-25 00:48:23 -0400 (Tue, 25 Mar 2025)
EllapsedTime: 528.0 seconds
RetCode: 0
Status:   OK  
CheckDir: tidybulk.Rcheck
Warnings: 0

Command output

##############################################################################
##############################################################################
###
### Running command:
###
###   /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:tidybulk.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings tidybulk_1.19.1.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/Users/biocbuild/bbs-3.21-bioc/meat/tidybulk.Rcheck’
* using R Under development (unstable) (2025-03-02 r87868)
* using platform: x86_64-apple-darwin20
* R was compiled by
    Apple clang version 14.0.0 (clang-1400.0.29.202)
    GNU Fortran (GCC) 14.2.0
* running under: macOS Monterey 12.7.6
* using session charset: UTF-8
* using option ‘--no-vignettes’
* checking for file ‘tidybulk/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘tidybulk’ version ‘1.19.1’
* 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 ‘tidybulk’ 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 code 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 whether startup messages can be suppressed ... OK
* checking dependencies in R code ... OK
* checking S3 generic/method consistency ... OK
* checking replacement functions ... OK
* checking foreign function calls ... OK
* checking R code for possible problems ... NOTE
.adjust_abundance_se: no visible binding for global variable ‘x’
.aggregate_duplicates_se: no visible binding for global variable
  ‘group_name’
.aggregate_duplicates_se: no visible binding for global variable
  ‘group’
.deconvolve_cellularity_se: no visible binding for global variable
  ‘X_cibersort’
.describe_transcript_SE: no visible binding for global variable
  ‘transcript’
.describe_transcript_SE: no visible binding for global variable
  ‘description’
.identify_abundant: no visible binding for global variable ‘.abundant’
.keep_abundant: no visible binding for global variable ‘.abundant’
.pivot_sample: no visible binding for global variable ‘.’
.quantile_normalise_abundance: no visible binding for global variable
  ‘x’
.quantile_normalise_abundance_se: no visible binding for global
  variable ‘x’
.resolve_complete_confounders_of_non_interest: no visible global
  function definition for ‘DataFrame’
.resolve_complete_confounders_of_non_interest_df: no visible global
  function definition for ‘combn’
.resolve_complete_confounders_of_non_interest_df: no visible global
  function definition for ‘ends_with’
.resolve_complete_confounders_of_non_interest_df: no visible binding
  for global variable ‘value’
.resolve_complete_confounders_of_non_interest_df: no visible binding
  for global variable ‘name’
.scale_abundance: no visible binding for global variable ‘x’
.scale_abundance: no visible binding for global variable ‘multiplier’
.scale_abundance_se: no visible binding for global variable ‘x’
.test_differential_abundance_se: no visible binding for global variable
  ‘.contrasts’
.test_differential_abundance_se: no visible binding for global variable
  ‘action’
.test_differential_cellularity: no visible binding for global variable
  ‘X_cibersort’
.test_differential_cellularity_se: no visible binding for global
  variable ‘X_cibersort’
.test_differential_cellularity_se: no visible binding for global
  variable ‘cell_type’
.test_differential_cellularity_se: no visible binding for global
  variable ‘prop’
.test_differential_cellularity_se: no visible binding for global
  variable ‘.cell_type’
.test_gene_enrichment_SE: no visible global function definition for
  ‘buildCustomIdx’
.test_gene_enrichment_SE: no visible global function definition for
  ‘buildIdx’
.test_gene_enrichment_SE: no visible global function definition for
  ‘egsea’
.test_gene_enrichment_SE: no visible binding for global variable
  ‘pathway’
.test_gene_enrichment_SE: no visible binding for global variable
  ‘data_base’
.test_gene_enrichment_SE: no visible binding for global variable
  ‘web_page’
.test_gene_overrepresentation: no visible binding for global variable
  ‘my_do_test’
.test_gene_overrepresentation_SE: no visible binding for global
  variable ‘my_do_test’
.test_gene_rank: no visible global function definition for
  ‘with_groups’
.test_gene_rank: no visible global function definition for ‘desc’
.test_gene_rank_SE: no visible global function definition for ‘desc’
.test_stratification_cellularity: no visible binding for global
  variable ‘X_cibersort’
.test_stratification_cellularity_SE: no visible binding for global
  variable ‘X_cibersort’
.test_stratification_cellularity_SE: no visible binding for global
  variable ‘.cell_type’
add_scaled_counts_bulk.calcNormFactor: no visible binding for global
  variable ‘transcript’
aggregate_duplicated_transcripts_DT: no visible binding for global
  variable ‘.abundance_scaled’
aggregate_duplicated_transcripts_bulk: no visible binding for global
  variable ‘.abundance_scaled’
aggregate_duplicated_transcripts_bulk: no visible binding for global
  variable ‘n_aggr’
aggregate_duplicated_transcripts_bulk: no visible global function
  definition for ‘where’
as_matrix: no visible binding for global variable ‘variable’
call_core: no visible binding for global variable ‘nulldist’
change_reserved_column_names: no visible binding for global variable
  ‘.’
check_if_duplicated_genes: no visible binding for global variable
  ‘transcript’
check_if_duplicated_genes: no visible binding for global variable ‘read
  count’
counts_scaled_exist_SE: no visible binding for global variable
  ‘tt_columns’
counts_scaled_exist_SE: no visible binding for global variable ‘.’
create_tt_from_bam_sam_bulk: no visible binding for global variable ‘.’
create_tt_from_bam_sam_bulk: no visible binding for global variable
  ‘temp’
create_tt_from_bam_sam_bulk: no visible binding for global variable
  ‘Status’
create_tt_from_bam_sam_bulk: no visible binding for global variable
  ‘counts’
create_tt_from_bam_sam_bulk: no visible binding for global variable
  ‘GeneID’
create_tt_from_bam_sam_bulk: no visible binding for global variable
  ‘genes’
create_tt_from_bam_sam_bulk: no visible binding for global variable
  ‘samples’
create_tt_from_bam_sam_bulk: no visible binding for global variable
  ‘transcript’
eliminate_sparse_transcripts: no visible global function definition for
  ‘add_count’
eliminate_sparse_transcripts: no visible binding for global variable
  ‘my_n’
entrez_over_to_gsea: no visible global function definition for
  ‘packageVersion’
entrez_over_to_gsea: no visible binding for global variable
  ‘gs_collection’
entrez_over_to_gsea: no visible binding for global variable ‘test’
entrez_over_to_gsea: no visible binding for global variable ‘geneID’
entrez_rank_to_gsea: no visible binding for global variable
  ‘gs_collection’
entrez_rank_to_gsea: no visible binding for global variable ‘.’
entrez_rank_to_gsea: no visible binding for global variable ‘ncbi_gene’
entrez_rank_to_gsea: no visible binding for global variable ‘fit’
error_if_duplicated_genes: no visible binding for global variable
  ‘transcript’
error_if_duplicated_genes: no visible binding for global variable ‘read
  count’
error_if_duplicated_genes: no visible global function definition for
  ‘desc’
error_if_log_transformed: no visible binding for global variable ‘m’
fill_NA_matrix_with_factor_colwise: no visible binding for global
  variable ‘.’
fill_NA_using_formula: no visible binding for global variable ‘NUL’
fill_NA_using_formula: no visible binding for global variable ‘ct_data’
fill_NA_using_formula: no visible binding for global variable
  ‘library_size__’
fill_NA_using_formula: no visible binding for global variable
  ‘cov_data’
filter_genes_on_condition: no visible binding for global variable
  ‘.feature’
get_abundance_norm_if_exists: no visible binding for global variable
  ‘.abundance_scaled’
get_adjusted_counts_for_unwanted_variation_bulk: no visible binding for
  global variable ‘.’
get_adjusted_counts_for_unwanted_variation_bulk: no visible global
  function definition for ‘all_of’
get_assay_scaled_if_exists_SE: no visible binding for global variable
  ‘tt_columns’
get_assay_scaled_if_exists_SE: no visible binding for global variable
  ‘.abundance_scaled’
get_cell_type_proportions: no visible binding for global variable ‘.’
get_clusters_SNN_bulk: no visible binding for global variable
  ‘seurat_clusters’
get_clusters_SNN_bulk_SE: no visible binding for global variable ‘.’
get_clusters_SNN_bulk_SE: no visible binding for global variable
  ‘seurat_clusters’
get_clusters_kmeans_bulk: no visible binding for global variable ‘.’
get_clusters_kmeans_bulk: no visible binding for global variable
  ‘cluster’
get_clusters_kmeans_bulk: no visible binding for global variable
  ‘cluster kmeans’
get_clusters_kmeans_bulk_SE: no visible binding for global variable ‘.’
get_clusters_kmeans_bulk_SE: no visible binding for global variable
  ‘cluster’
get_differential_transcript_abundance_bulk: no visible binding for
  global variable ‘.’
get_differential_transcript_abundance_bulk_SE: no visible binding for
  global variable ‘.’
get_differential_transcript_abundance_bulk_voom: no visible binding for
  global variable ‘.’
get_differential_transcript_abundance_bulk_voom_SE: no visible binding
  for global variable ‘.’
get_differential_transcript_abundance_deseq2: no visible binding for
  global variable ‘counts’
get_differential_transcript_abundance_deseq2: no visible binding for
  global variable ‘.’
get_differential_transcript_abundance_deseq2_SE: no visible binding for
  global variable ‘.’
get_differential_transcript_abundance_glmmSeq: no visible binding for
  global variable ‘tagwise.dispersion’
get_differential_transcript_abundance_glmmSeq: no visible binding for
  global variable ‘.’
get_differential_transcript_abundance_glmmSeq_SE: no visible binding
  for global variable ‘tagwise.dispersion’
get_differential_transcript_abundance_glmmSeq_SE: no visible binding
  for global variable ‘.’
get_reduced_dimensions_MDS_bulk: no visible binding for global variable
  ‘Component’
get_reduced_dimensions_MDS_bulk: no visible binding for global variable
  ‘Component value’
get_reduced_dimensions_MDS_bulk_SE: no visible binding for global
  variable ‘Component’
get_reduced_dimensions_MDS_bulk_SE: no visible binding for global
  variable ‘Component value’
get_reduced_dimensions_PCA_bulk: no visible binding for global variable
  ‘sdev’
get_reduced_dimensions_PCA_bulk: no visible binding for global variable
  ‘name’
get_reduced_dimensions_PCA_bulk: no visible binding for global variable
  ‘value’
get_reduced_dimensions_PCA_bulk: no visible binding for global variable
  ‘x’
get_reduced_dimensions_PCA_bulk_SE: no visible binding for global
  variable ‘sdev’
get_reduced_dimensions_PCA_bulk_SE: no visible binding for global
  variable ‘name’
get_reduced_dimensions_PCA_bulk_SE: no visible binding for global
  variable ‘value’
get_reduced_dimensions_PCA_bulk_SE: no visible binding for global
  variable ‘x’
get_reduced_dimensions_TSNE_bulk: no visible binding for global
  variable ‘Y’
get_reduced_dimensions_TSNE_bulk_SE: no visible binding for global
  variable ‘Y’
get_reduced_dimensions_UMAP_bulk_SE: no visible binding for global
  variable ‘x’
get_rotated_dimensions: no visible binding for global variable ‘value’
get_rotated_dimensions: no visible binding for global variable ‘rotated
  dimensions’
get_scaled_counts_bulk: no visible binding for global variable ‘med’
get_scaled_counts_bulk: no visible binding for global variable
  ‘tot_filt’
get_scaled_counts_bulk: no visible binding for global variable ‘nf’
get_scaled_counts_bulk: no visible binding for global variable ‘.’
get_scaled_counts_bulk: no visible binding for global variable ‘tot’
get_symbol_from_ensembl: no visible binding for global variable
  ‘ensembl_id’
get_symbol_from_ensembl: no visible binding for global variable
  ‘transcript’
get_symbol_from_ensembl: no visible binding for global variable
  ‘ref_genome’
get_tt_columns: no visible binding for global variable ‘tt_columns’
glmerCore: no visible global function definition for ‘coef’
glmerCore: no visible global function definition for ‘vcov’
glmerCore: no visible global function definition for ‘AIC’
glmerCore: no visible global function definition for ‘logLik’
glmerCore: no visible global function definition for ‘anova’
glmerCore: no visible global function definition for ‘predict’
glmmSeq: no visible global function definition for ‘update.formula’
glmmTMB_to_confidence_intervals_random_effects: no visible binding for
  global variable ‘group_id’
glmmTMB_to_confidence_intervals_random_effects: no visible binding for
  global variable ‘parameter’
glmmTMB_to_confidence_intervals_random_effects: no visible binding for
  global variable ‘CI’
glmmTMB_to_confidence_intervals_random_effects: no visible binding for
  global variable ‘lower’
glmmTMB_to_confidence_intervals_random_effects: no visible binding for
  global variable ‘upper’
glmmTMBcore: no visible global function definition for ‘coef’
glmmTMBcore: no visible global function definition for ‘vcov’
glmmTMBcore: no visible global function definition for ‘AIC’
glmmTMBcore: no visible global function definition for ‘logLik’
glmmTMBcore: no visible global function definition for ‘anova’
glmmTMBcore: no visible global function definition for ‘predict’
initialise_tt_internals: no visible binding for global variable ‘.’
lmer_to_confidence_intervals_random_effects: no visible binding for
  global variable ‘group_id’
lmer_to_confidence_intervals_random_effects: no visible binding for
  global variable ‘parameter’
lmer_to_confidence_intervals_random_effects: no visible binding for
  global variable ‘CI’
lmer_to_confidence_intervals_random_effects: no visible binding for
  global variable ‘lower’
lmer_to_confidence_intervals_random_effects: no visible binding for
  global variable ‘upper’
memorise_methods_used: no visible binding for global variable ‘.’
multivariable_differential_tissue_composition: no visible binding for
  global variable ‘.’
multivariable_differential_tissue_composition: no visible binding for
  global variable ‘.cell_type’
multivariable_differential_tissue_composition: no visible binding for
  global variable ‘term’
multivariable_differential_tissue_composition_SE: no visible binding
  for global variable ‘.’
multivariable_differential_tissue_composition_SE: no visible binding
  for global variable ‘.cell_type’
multivariable_differential_tissue_composition_SE: no visible binding
  for global variable ‘term’
remove_redundancy_elements_though_reduced_dimensions: no visible
  binding for global variable ‘sample b’
remove_redundancy_elements_though_reduced_dimensions: no visible
  binding for global variable ‘sample a’
remove_redundancy_elements_though_reduced_dimensions: no visible
  binding for global variable ‘sample 1’
remove_redundancy_elements_though_reduced_dimensions: no visible
  binding for global variable ‘sample 2’
remove_redundancy_elements_though_reduced_dimensions_SE: no visible
  binding for global variable ‘sample b’
remove_redundancy_elements_though_reduced_dimensions_SE: no visible
  binding for global variable ‘sample a’
remove_redundancy_elements_though_reduced_dimensions_SE: no visible
  binding for global variable ‘sample 1’
remove_redundancy_elements_though_reduced_dimensions_SE: no visible
  binding for global variable ‘sample 2’
remove_redundancy_elements_through_correlation: no visible binding for
  global variable ‘rc’
remove_redundancy_elements_through_correlation: no visible binding for
  global variable ‘transcript’
remove_redundancy_elements_through_correlation: no visible binding for
  global variable ‘correlation’
remove_redundancy_elements_through_correlation: no visible binding for
  global variable ‘item1’
remove_redundancy_elements_through_correlation_SE: no visible binding
  for global variable ‘abundance’
remove_redundancy_elements_through_correlation_SE: no visible binding
  for global variable ‘transcript’
remove_redundancy_elements_through_correlation_SE: no visible binding
  for global variable ‘element’
remove_redundancy_elements_through_correlation_SE: no visible binding
  for global variable ‘feature’
remove_redundancy_elements_through_correlation_SE: no visible binding
  for global variable ‘rc’
remove_redundancy_elements_through_correlation_SE: no visible binding
  for global variable ‘correlation’
remove_redundancy_elements_through_correlation_SE: no visible binding
  for global variable ‘item1’
resolve_complete_confounders_of_non_interest_pair_df: no visible
  binding for global variable ‘rowid’
resolve_complete_confounders_of_non_interest_pair_df: no visible global
  function definition for ‘desc’
resolve_complete_confounders_of_non_interest_pair_df: no visible
  binding for global variable ‘n1’
resolve_complete_confounders_of_non_interest_pair_df: no visible
  binding for global variable ‘n2’
resolve_complete_confounders_of_non_interest_pair_df: no visible
  binding for global variable ‘se_data’
rowwise.tidybulk: no visible binding for global variable ‘.data’
run_epic: no visible global function definition for ‘EPIC’
run_llsr: no visible binding for global variable ‘X_cibersort’
scale_design: no visible binding for global variable ‘value’
scale_design: no visible binding for global variable ‘sample_idx’
scale_design: no visible binding for global variable ‘(Intercept)’
select_closest_pairs: no visible binding for global variable ‘sample 1’
select_closest_pairs: no visible binding for global variable ‘sample 2’
subset_tibble_output: no visible binding for global variable ‘.’
symbol_to_entrez: no visible binding for global variable
  ‘transcript_upper’
symbol_to_entrez: no visible binding for global variable ‘entrez’
test_differential_cellularity: no visible binding for global variable
  ‘X_cibersort’
test_differential_cellularity_: no visible binding for global variable
  ‘cell_type’
test_differential_cellularity_: no visible binding for global variable
  ‘prop’
test_differential_cellularity_: no visible binding for global variable
  ‘.’
test_differential_cellularity_: no visible binding for global variable
  ‘.cell_type’
test_gene_enrichment_bulk_EGSEA: no visible global function definition
  for ‘buildCustomIdx’
test_gene_enrichment_bulk_EGSEA: no visible global function definition
  for ‘buildIdx’
test_gene_enrichment_bulk_EGSEA: no visible binding for global variable
  ‘pathway’
test_gene_enrichment_bulk_EGSEA: no visible binding for global variable
  ‘data_base’
test_gene_enrichment_bulk_EGSEA: no visible binding for global variable
  ‘web_page’
test_gene_enrichment_bulk_EGSEA: no visible global function definition
  for ‘egsea’
test_stratification_cellularity: no visible binding for global variable
  ‘X_cibersort’
test_stratification_cellularity_: no visible binding for global
  variable ‘.cell_type’
tidybulk_to_SummarizedExperiment: no visible binding for global
  variable ‘.’
univariable_differential_tissue_composition: no visible binding for
  global variable ‘.proportion’
univariable_differential_tissue_composition: no visible binding for
  global variable ‘.cell_type’
univariable_differential_tissue_composition: no visible binding for
  global variable ‘cell_type_proportions’
univariable_differential_tissue_composition: no visible binding for
  global variable ‘surv_test’
univariable_differential_tissue_composition_SE: no visible binding for
  global variable ‘.proportion’
univariable_differential_tissue_composition_SE: no visible binding for
  global variable ‘.cell_type’
univariable_differential_tissue_composition_SE: no visible binding for
  global variable ‘cell_type_proportions’
univariable_differential_tissue_composition_SE: no visible binding for
  global variable ‘surv_test’
univariable_differential_tissue_stratification: no visible binding for
  global variable ‘.cell_type’
univariable_differential_tissue_stratification: no visible binding for
  global variable ‘cell_type_proportions’
univariable_differential_tissue_stratification: no visible binding for
  global variable ‘surv_test’
univariable_differential_tissue_stratification_SE: no visible binding
  for global variable ‘.cell_type’
univariable_differential_tissue_stratification_SE: no visible binding
  for global variable ‘cell_type_proportions’
univariable_differential_tissue_stratification_SE: no visible binding
  for global variable ‘surv_test’
adjust_abundance,RangedSummarizedExperiment: no visible binding for
  global variable ‘x’
adjust_abundance,SummarizedExperiment: no visible binding for global
  variable ‘x’
aggregate_duplicates,RangedSummarizedExperiment: no visible binding for
  global variable ‘group_name’
aggregate_duplicates,RangedSummarizedExperiment: no visible binding for
  global variable ‘group’
aggregate_duplicates,SummarizedExperiment: no visible binding for
  global variable ‘group_name’
aggregate_duplicates,SummarizedExperiment: no visible binding for
  global variable ‘group’
describe_transcript,RangedSummarizedExperiment: no visible binding for
  global variable ‘transcript’
describe_transcript,RangedSummarizedExperiment: no visible binding for
  global variable ‘description’
describe_transcript,SummarizedExperiment: no visible binding for global
  variable ‘transcript’
describe_transcript,SummarizedExperiment: no visible binding for global
  variable ‘description’
identify_abundant,spec_tbl_df: no visible binding for global variable
  ‘.abundant’
identify_abundant,tbl_df: no visible binding for global variable
  ‘.abundant’
identify_abundant,tidybulk: no visible binding for global variable
  ‘.abundant’
keep_abundant,spec_tbl_df: no visible binding for global variable
  ‘.abundant’
keep_abundant,tbl_df: no visible binding for global variable
  ‘.abundant’
keep_abundant,tidybulk: no visible binding for global variable
  ‘.abundant’
pivot_sample,RangedSummarizedExperiment: no visible binding for global
  variable ‘.’
pivot_sample,SummarizedExperiment: no visible binding for global
  variable ‘.’
quantile_normalise_abundance,RangedSummarizedExperiment: no visible
  binding for global variable ‘x’
quantile_normalise_abundance,SummarizedExperiment: no visible binding
  for global variable ‘x’
quantile_normalise_abundance,spec_tbl_df: no visible binding for global
  variable ‘x’
quantile_normalise_abundance,tbl_df: no visible binding for global
  variable ‘x’
quantile_normalise_abundance,tidybulk: no visible binding for global
  variable ‘x’
resolve_complete_confounders_of_non_interest,RangedSummarizedExperiment:
  no visible global function definition for ‘DataFrame’
resolve_complete_confounders_of_non_interest,SummarizedExperiment: no
  visible global function definition for ‘DataFrame’
scale_abundance,RangedSummarizedExperiment: no visible binding for
  global variable ‘x’
scale_abundance,SummarizedExperiment: no visible binding for global
  variable ‘x’
scale_abundance,spec_tbl_df: no visible binding for global variable ‘x’
scale_abundance,spec_tbl_df: no visible binding for global variable
  ‘multiplier’
scale_abundance,tbl_df: no visible binding for global variable ‘x’
scale_abundance,tbl_df: no visible binding for global variable
  ‘multiplier’
scale_abundance,tidybulk: no visible binding for global variable ‘x’
scale_abundance,tidybulk: no visible binding for global variable
  ‘multiplier’
test_differential_cellularity,RangedSummarizedExperiment: no visible
  binding for global variable ‘X_cibersort’
test_differential_cellularity,RangedSummarizedExperiment: no visible
  binding for global variable ‘cell_type’
test_differential_cellularity,RangedSummarizedExperiment: no visible
  binding for global variable ‘prop’
test_differential_cellularity,RangedSummarizedExperiment: no visible
  binding for global variable ‘.cell_type’
test_differential_cellularity,SummarizedExperiment: no visible binding
  for global variable ‘X_cibersort’
test_differential_cellularity,SummarizedExperiment: no visible binding
  for global variable ‘cell_type’
test_differential_cellularity,SummarizedExperiment: no visible binding
  for global variable ‘prop’
test_differential_cellularity,SummarizedExperiment: no visible binding
  for global variable ‘.cell_type’
test_differential_cellularity,spec_tbl_df: no visible binding for
  global variable ‘X_cibersort’
test_differential_cellularity,tbl_df: no visible binding for global
  variable ‘X_cibersort’
test_differential_cellularity,tidybulk: no visible binding for global
  variable ‘X_cibersort’
test_gene_enrichment,RangedSummarizedExperiment: no visible global
  function definition for ‘buildCustomIdx’
test_gene_enrichment,RangedSummarizedExperiment: no visible global
  function definition for ‘buildIdx’
test_gene_enrichment,RangedSummarizedExperiment: no visible global
  function definition for ‘egsea’
test_gene_enrichment,RangedSummarizedExperiment: no visible binding for
  global variable ‘pathway’
test_gene_enrichment,RangedSummarizedExperiment: no visible binding for
  global variable ‘data_base’
test_gene_enrichment,RangedSummarizedExperiment: no visible binding for
  global variable ‘web_page’
test_gene_enrichment,SummarizedExperiment: no visible global function
  definition for ‘buildCustomIdx’
test_gene_enrichment,SummarizedExperiment: no visible global function
  definition for ‘buildIdx’
test_gene_enrichment,SummarizedExperiment: no visible global function
  definition for ‘egsea’
test_gene_enrichment,SummarizedExperiment: no visible binding for
  global variable ‘pathway’
test_gene_enrichment,SummarizedExperiment: no visible binding for
  global variable ‘data_base’
test_gene_enrichment,SummarizedExperiment: no visible binding for
  global variable ‘web_page’
test_gene_overrepresentation,RangedSummarizedExperiment: no visible
  binding for global variable ‘my_do_test’
test_gene_overrepresentation,SummarizedExperiment: no visible binding
  for global variable ‘my_do_test’
test_gene_overrepresentation,spec_tbl_df: no visible binding for global
  variable ‘my_do_test’
test_gene_overrepresentation,tbl_df: no visible binding for global
  variable ‘my_do_test’
test_gene_overrepresentation,tidybulk: no visible binding for global
  variable ‘my_do_test’
test_gene_rank,RangedSummarizedExperiment: no visible global function
  definition for ‘desc’
test_gene_rank,SummarizedExperiment: no visible global function
  definition for ‘desc’
test_gene_rank,spec_tbl_df: no visible global function definition for
  ‘with_groups’
test_gene_rank,spec_tbl_df: no visible global function definition for
  ‘desc’
test_gene_rank,tbl_df: no visible global function definition for
  ‘with_groups’
test_gene_rank,tbl_df: no visible global function definition for ‘desc’
test_gene_rank,tidybulk: no visible global function definition for
  ‘with_groups’
test_gene_rank,tidybulk: no visible global function definition for
  ‘desc’
test_stratification_cellularity,RangedSummarizedExperiment: no visible
  binding for global variable ‘X_cibersort’
test_stratification_cellularity,RangedSummarizedExperiment: no visible
  binding for global variable ‘.cell_type’
test_stratification_cellularity,SummarizedExperiment: no visible
  binding for global variable ‘X_cibersort’
test_stratification_cellularity,SummarizedExperiment: no visible
  binding for global variable ‘.cell_type’
test_stratification_cellularity,spec_tbl_df: no visible binding for
  global variable ‘X_cibersort’
test_stratification_cellularity,tbl_df: no visible binding for global
  variable ‘X_cibersort’
test_stratification_cellularity,tidybulk: no visible binding for global
  variable ‘X_cibersort’
Undefined global functions or variables:
  (Intercept) . .abundance_scaled .abundant .cell_type .contrasts .data
  .feature .proportion AIC CI Component Component value DataFrame EPIC
  GeneID NUL Status X_cibersort Y abundance action add_count all_of
  anova buildCustomIdx buildIdx cell_type cell_type_proportions cluster
  cluster kmeans coef combn correlation counts cov_data ct_data
  data_base desc description egsea element ends_with ensembl_id entrez
  feature fit geneID genes group group_id group_name gs_collection
  item1 library_size__ logLik lower m med multiplier my_do_test my_n n1
  n2 n_aggr name ncbi_gene nf nulldist packageVersion parameter pathway
  predict prop rc read count ref_genome rotated dimensions rowid sample
  1 sample 2 sample a sample b sample_idx samples sdev se_data
  seurat_clusters surv_test tagwise.dispersion temp term test tot
  tot_filt transcript transcript_upper tt_columns update.formula upper
  value variable vcov web_page where with_groups x
Consider adding
  importFrom("base", "sample")
  importFrom("stats", "AIC", "anova", "coef", "kmeans", "logLik",
             "predict", "update.formula", "vcov")
  importFrom("utils", "combn", "packageVersion")
to your NAMESPACE file.
* checking Rd files ... NOTE
checkRd: (-1) remove_redundancy-methods.Rd:158-175: Lost braces
   158 | select_closest_pairs = function(df) {
       |                                     ^
checkRd: (-1) remove_redundancy-methods.Rd:161-171: Lost braces
   161 |                 while (df |> nrow() > 0) {
       |                                          ^
checkRd: (-1) rotate_dimensions-methods.Rd:126-134: Lost braces
   126 |         rotation = function(m, d) {
       |                                   ^
checkRd: (-1) test_gene_overrepresentation-methods.Rd:114-116: Lost braces
   114 | if (!is.null(gene_collections)) {
       |                                 ^
* 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 contents of ‘data’ directory ... OK
* checking data for non-ASCII characters ... OK
* checking LazyData ... OK
* checking data for ASCII and uncompressed saves ... OK
* checking files in ‘vignettes’ ... OK
* checking examples ... OK
Examples with CPU (user + system) or elapsed time > 5s
                                          user system elapsed
test_differential_abundance-methods     53.372  0.517  54.230
test_differential_cellularity-methods   11.867  0.133  12.070
test_stratification_cellularity-methods  7.183  0.073   7.306
adjust_abundance-methods                 5.913  0.147   6.094
deconvolve_cellularity-methods           5.556  0.062   5.657
* 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-3.21-bioc/meat/tidybulk.Rcheck/00check.log’
for details.


Installation output

tidybulk.Rcheck/00install.out

##############################################################################
##############################################################################
###
### Running command:
###
###   /Library/Frameworks/R.framework/Resources/bin/R CMD INSTALL tidybulk
###
##############################################################################
##############################################################################


* installing to library ‘/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library’
* installing *source* package ‘tidybulk’ ...
** this is package ‘tidybulk’ version ‘1.19.1’
** using staged installation
** R
** data
*** moving datasets to lazyload DB
** inst
** byte-compile and prepare package for lazy loading
Note: wrong number of arguments to 'expm1' 
Note: wrong number of arguments to 'expm1' 
Note: wrong number of arguments to 'expm1' 
Note: wrong number of arguments to 'expm1' 
Note: wrong number of arguments to 'expm1' 
Note: wrong number of arguments to 'expm1' 
Note: wrong number of arguments to 'expm1' 
Note: wrong number of arguments to 'floor' 
Note: wrong number of arguments to 'floor' 
** 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 (tidybulk)

Tests output

tidybulk.Rcheck/tests/testthat.Rout


R Under development (unstable) (2025-03-02 r87868) -- "Unsuffered Consequences"
Copyright (C) 2025 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(tidybulk)
Loading required package: ttservice
========================================
tidybulk version 1.19.1
If you use TIDYBULK in published research, please cite:

Mangiola et al. tidybulk: an R tidy framework for modular 
transcriptomic data analysis. Genome Biology 2021.

This message can be suppressed by:
  suppressPackageStartupMessages(library(tidybulk))
========================================


Attaching package: 'tidybulk'

The following object is masked from 'package:stats':

    filter

> 
> test_check("tidybulk")
Coefficients not estimable: conditionTRUE 
Coefficients not estimable: conditionTRUE 
Time difference of 3.951431 secs
Time difference of 3.809056 secs
Found 2 batches
Using null model in ComBat-seq.
Adjusting for 1 covariate(s) or covariate level(s)
Estimating dispersions
Fitting the GLM model
Apply shrinkage - computing posterior estimates for parameters
Using 100 random genes for Monte Carlo integration
Adjusting the data
Found 2 batches
Using null model in ComBat-seq.
Adjusting for 1 covariate(s) or covariate level(s)
Estimating dispersions
Fitting the GLM model
Apply shrinkage - computing posterior estimates for parameters
Using 100 random genes for Monte Carlo integration
Adjusting the data
Found 2 batches
Using null model in ComBat-seq.
Adjusting for 1 covariate(s) or covariate level(s)
Estimating dispersions
Fitting the GLM model
Apply shrinkage - computing posterior estimates for parameters
Using 100 random genes for Monte Carlo integration
Adjusting the data
Time difference of 9.117311 secs
Time difference of 9.360954 secs
Performing PCA
Read the 251 x 50 data matrix successfully!
Using no_dims = 2, perplexity = 30.000000, and theta = 0.500000
Computing input similarities...
Building tree...
Done in 0.03 seconds (sparsity = 0.490437)!
Learning embedding...
Iteration 50: error is 56.588075 (50 iterations in 0.03 seconds)
Iteration 100: error is 54.582867 (50 iterations in 0.04 seconds)
Iteration 150: error is 55.712895 (50 iterations in 0.04 seconds)
Iteration 200: error is 55.997414 (50 iterations in 0.04 seconds)
Iteration 250: error is 57.314669 (50 iterations in 0.04 seconds)
Iteration 300: error is 1.028203 (50 iterations in 0.04 seconds)
Iteration 350: error is 0.780783 (50 iterations in 0.03 seconds)
Iteration 400: error is 0.768107 (50 iterations in 0.03 seconds)
Iteration 450: error is 0.766351 (50 iterations in 0.03 seconds)
Iteration 500: error is 0.767214 (50 iterations in 0.03 seconds)
Iteration 550: error is 0.767496 (50 iterations in 0.03 seconds)
Iteration 600: error is 0.768178 (50 iterations in 0.03 seconds)
Iteration 650: error is 0.768873 (50 iterations in 0.03 seconds)
Iteration 700: error is 0.767825 (50 iterations in 0.02 seconds)
Iteration 750: error is 0.768685 (50 iterations in 0.03 seconds)
Iteration 800: error is 0.767210 (50 iterations in 0.03 seconds)
Iteration 850: error is 0.767502 (50 iterations in 0.03 seconds)
Iteration 900: error is 0.766205 (50 iterations in 0.02 seconds)
Iteration 950: error is 0.766498 (50 iterations in 0.03 seconds)
Iteration 1000: error is 0.765908 (50 iterations in 0.03 seconds)
Fitting performed in 0.61 seconds.
[ FAIL 0 | WARN 50 | SKIP 3 | PASS 227 ]

══ Skipped tests (3) ═══════════════════════════════════════════════════════════
• empty test (3): 'test-bulk_methods.R:1064:1',
  'test-tximeta_GRnges_IRanges.R:3:1', 'test-tximeta_GRnges_IRanges.R:19:1'

[ FAIL 0 | WARN 50 | SKIP 3 | PASS 227 ]
> 
> proc.time()
   user  system elapsed 
178.802   3.462 183.621 

Example timings

tidybulk.Rcheck/tidybulk-Ex.timings

nameusersystemelapsed
adjust_abundance-methods5.9130.1476.094
aggregate_duplicates-methods0.0930.0020.095
arrange-methods0.0090.0020.010
as_matrix0.0120.0010.012
bind_rows0.3020.0200.325
cluster_elements-methods0.0670.0070.074
deconvolve_cellularity-methods5.5560.0625.657
describe_transcript-methods1.5110.1271.673
distinct-methods0.1040.0010.106
dplyr-methods0.2060.0030.210
ensembl_to_symbol-methods0.7640.0400.812
fill_missing_abundance-methods0.0000.0000.001
filter-methods0.2960.0030.302
get_bibliography-methods0.0010.0000.001
group_by-methods0.0030.0000.003
identify_abundant-methods0.0610.0010.063
impute_missing_abundance-methods0.0720.0010.074
join-methods0.5680.0190.589
keep_abundant-methods0.1470.0100.159
keep_variable-methods0.0340.0000.035
log10_reverse_trans0.2010.0060.209
logit_trans0.1540.0030.158
mutate-methods0.060.000.06
nest-methods0.3980.0050.405
pivot_sample-methods0.0370.0010.038
pivot_transcript-methods0.0250.0010.025
quantile_normalise_abundance-methods0.0300.0010.032
reduce_dimensions-methods0.2590.0030.264
remove_redundancy-methods0.4190.0350.472
rename-methods0.030.000.03
resolve_complete_confounders_of_non_interest0.6320.0250.663
rotate_dimensions-methods0.1740.0020.177
rowwise-methods0.0020.0010.003
scale_abundance-methods0.0650.0010.066
summarise-methods0.0030.0000.003
symbol_to_entrez0.7060.0250.737
test_differential_abundance-methods53.372 0.51754.230
test_differential_cellularity-methods11.867 0.13312.070
test_gene_enrichment-methods0.0000.0000.001
test_gene_overrepresentation-methods000
test_gene_rank-methods0.0000.0010.001
test_stratification_cellularity-methods7.1830.0737.306
tidybulk-methods0.1320.0010.134