Package: blueprintr 0.2.7

Patrick Anker

blueprintr: Automagically Document and Test Datasets Using Targets Or Drake

Documents and tests datasets in a reproducible manner so that data lineage is easier to comprehend for small to medium tabular data. Originally designed to aid data cleaning tasks for humanitarian research groups, specifically large-scale longitudinal studies.

Authors:Patrick Anker [aut, cre], Hillary Gao [ctb], Global TIES for Children [cph]

blueprintr_0.2.7.tar.gz
blueprintr_0.2.7.zip(r-4.7-any)blueprintr_0.2.7.zip(r-4.6-any)blueprintr_0.2.7.zip(r-4.5-any)
blueprintr_0.2.7.tgz(r-4.6-any)blueprintr_0.2.7.tgz(r-4.5-any)
blueprintr_0.2.7.tar.gz(r-4.7-any)blueprintr_0.2.7.tar.gz(r-4.6-any)
blueprintr_0.2.7.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
blueprintr/json (API)

# Install 'blueprintr' in R:

install.packages('blueprintr', repos = c('https://nyuglobalties.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/nyuglobalties/blueprintr/issues

On CRAN:

drake targets

2.70 score 1 stars 7 scripts 45 exports 49 dependencies

Last updated from:fc12a4572f. Checks:7 ERROR, 2 OK. Indexed: yes.

Target	Result	Time
linux-devel	ERROR	166
source / vignettes	OK	293
linux-release	ERROR	154
macos-release	ERROR	119
macos-oldrel	ERROR	116
windows-devel	ERROR	109
windows-release	ERROR	103
windows-oldrel	ERROR	95
wasm-release	OK	117

Exports:.BLUEPRINT .META .SOURCE .TARGET add_annotation all_types_match all_variables_present annotation annotation_names annotations attach_blueprint attach_blueprints blueprint bp_add_bpstep bp_export_codebook bp_export_kfa_report bp_extend bp_include_panelcleaner_meta bp_label_variables bpstep bpstep_payload check_list cleanup create_metadata_file eval_checks filter_variable_lineage has_annotation in_set load_blueprint load_blueprints load_table_lineage load_variable_lineage mark_source metadata mutate_annotation mutate_annotation_across plan_from_blueprint read_metadata render_codebook render_kfa_report tar_blueprint tar_blueprint_raw tar_blueprints vis_table_lineage vis_variable_lineage

Dependencies:backports base64url bit bit64 callr cli clipr codetools cpp11 crayon data.table digest evaluate glue here highr hms igraph knitr lattice lifecycle magrittr Matrix otel pillar pkgconfig prettyunits processx progress ps R6 readr rlang rprojroot secretbase snakecase stringi stringr targets tibble tidyselect tidytable tzdb utf8 vctrs vroom withr xfun yaml

Introduction to blueprintr

Installation | Designed Use of blueprintr | About blueprints | Example

Rendered fromblueprintr.Rmdusingknitr::rmarkdown

Last update: 2024-04-30
Started: 2020-07-21

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Access the blueprintr metadata at runtime	add_annotation add_super_annotation annotation annotations annotation_names has_annotation has_super_annotation remove_super_annotation set_annotation super_annotation
Attach blueprints to a drake plan	attach_blueprint attach_blueprints
Create a blueprint	blueprint
Macros for blueprint authoring	.BLUEPRINT .META .SOURCE .TARGET blueprint_macros mark_source
Add custom bpstep to blueprint schema	bp_add_bpstep
Instruct blueprint to export codebooks	bp_export_codebook
Instruct blueprint to generate kfa report	bp_export_kfa_report
Add custom elements to a blueprint	bp_extend
Include panelcleaner mapping on metadata creation	bp_include_panelcleaner_meta
Convert variables to labelled variables in cleanup stage	bp_label_variables
Define a step of blueprint assembly	bpstep
Create a step payload	bpstep_payload
Create a quoted list of check calls	check_list
Evaluate checks on the blueprint build output	all_types_match all_variables_present checks
Run clean-up tasks and return built dataset	cleanup
Create a metadata file from a dataset	create_metadata_file
Evaluate all checks on a blueprint	eval_checks
Test if x is a subset of y	in_set
Load a blueprint from a script file	load_blueprint load_blueprints
Read blueprints from folder and get lineage	load_table_lineage
Convert an input dataframe into a metadata object	metadata
Modify dataset variable annotations	mutate_annotation mutate_annotation_across
Create a drake plan from a blueprint	plan_from_blueprint
Render codebooks for datasets	render_codebook
Render k-fold factor analysis on scale using kfa	render_kfa_report
"Super Annotations"	improved_annotation_option super_annotations using_improved_annotations
Add a blueprint to a "targets" pipeline	tar_blueprint tar_blueprints tar_blueprint_raw
Variable lineage	filter_variable_lineage load_variable_lineage variable_lineage vis_variable_lineage
Visualize table lineage with visNetwork	vis_table_lineage