Package: autocodebook 0.1.0

autocodebook: Automatic Codebook and Tracking for 'Spark' and 'dplyr' Pipelines

Wraps 'dplyr' verbs (mutate, summarise, filter) to automatically capture variable metadata (type, source columns, categories, and source code), producing a codebook and eligibility tracking table with zero manual documentation. Works with both 'sparklyr' (tbl_spark) and local data frames. Adds big-data optimizations (caching, assume-unique counting, checkpointing) and a standardized report module with an eligibility flowchart, editable codebook export (HTML, DOCX, XLSX), and cross-sectional or longitudinal variable inspection.

Authors:Patricia Fortes C. de Macedo [aut, cre]

autocodebook_0.1.0.tar.gz
autocodebook_0.1.0.zip(r-4.7)autocodebook_0.1.0.zip(r-4.6)autocodebook_0.1.0.zip(r-4.5)
autocodebook_0.1.0.tgz(r-4.6-any)autocodebook_0.1.0.tgz(r-4.5-any)
autocodebook_0.1.0.tar.gz(r-4.7-any)autocodebook_0.1.0.tar.gz(r-4.6-any)
autocodebook_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
autocodebook/json (API)
NEWS

# Install 'autocodebook' in R:

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

Bug tracker:https://github.com/patriciafortesm/autocodebook/issues

On CRAN:

3.00 score 1 stars 23 exports 55 dependencies

Last updated from:6ec9a7eb37. Checks:7 NOTE, 2 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	NOTE	162
source / vignettes	OK	239
linux-release-x86_64	NOTE	153
macos-release-arm64	NOTE	150
macos-oldrel-arm64	NOTE	240
windows-devel	NOTE	100
windows-release	NOTE	88
windows-oldrel	NOTE	111
wasm-release	OK	150

Exports:auto_filter auto_mutate auto_summarise cb_checkpoint cb_export cb_get cb_init cb_register cb_render cb_reset cb_set_default_cache cb_set_verbose flow_get flow_reset flow_table generate_report track_export track_get track_outcomes track_render track_reset track_split track_step

Dependencies:base64enc bigD bitops bslib cachem cli commonmark curl digest dplyr evaluate farver fastmap fontawesome fs generics glue gt highr htmltools htmlwidgets jquerylib jsonlite juicyjuice knitr labeling lifecycle litedown magrittr markdown memoise mime pillar pkgconfig R6 rappdirs RColorBrewer Rcpp reactable reactR rlang rmarkdown sass scales tibble tidyselect tinytex utf8 V8 vctrs viridisLite withr xfun xml2 yaml

Help page	Topics
Filter with automatic tracking	auto_filter
Mutate with automatic codebook registration	auto_mutate
Summarise with automatic codebook registration	auto_summarise
Checkpoint a Spark DataFrame	cb_checkpoint
Export codebook to file	cb_export
Get the current codebook as a tibble	cb_get
Initialize autocodebook session	cb_init
Manually register a variable in the codebook	cb_register
Render the codebook as a gt table	cb_render
Reset the codebook (clear all entries)	cb_reset
Toggle default caching for big-data verbs	cb_set_default_cache
Toggle verbose diagnostic messages	cb_set_verbose
Get the current flow tree (raw structure)	flow_get
Reset the flow tree	flow_reset
Flow tree as a tidy table	flow_table
Generate a standardized report from the current session	generate_report
Export tracking table to file	track_export
Get the current tracking log as a tibble	track_get
Attach outcome counts to the current leaves (CONSORT flowchart)	track_outcomes
Render the tracking log as a gt table	track_render
Reset the tracking log	track_reset
Split the cohort into branches by a column (CONSORT flowchart)	track_split
Record a tracking step	track_step

Package: autocodebook 0.1.0

autocodebook: Automatic Codebook and Tracking for 'Spark' and 'dplyr' Pipelines

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