Package: butterfly 1.1.1
Thomas Zwagerman
butterfly: Verification for Continually Updating Time Series Data
Verification of continually updating time series data where we expect new values, but want to ensure previous data remains unchanged. Data previously recorded could change for a number of reasons, such as discovery of an error in model code, a change in methodology or instrument recalibration. Monitoring data sources for these changes is not always possible. Other unnoticed changes could include a jump in time or measurement frequency, due to instrument failure or software updates. This package provides functionality that can be used as part of a data pipeline, to check and flag changes to previous data to prevent changes going unnoticed.
Authors:
butterfly_1.1.1.tar.gz
butterfly_1.1.1.zip(r-4.5)butterfly_1.1.1.zip(r-4.4)butterfly_1.1.1.zip(r-4.3)
butterfly_1.1.1.tgz(r-4.5-any)butterfly_1.1.1.tgz(r-4.4-any)butterfly_1.1.1.tgz(r-4.3-any)
butterfly_1.1.1.tar.gz(r-4.5-noble)butterfly_1.1.1.tar.gz(r-4.4-noble)
butterfly_1.1.1.tgz(r-4.4-emscripten)butterfly_1.1.1.tgz(r-4.3-emscripten)
butterfly.pdf |butterfly.html✨
butterfly/json (API)
NEWS
| # Install 'butterfly' in R: |
| install.packages('butterfly', repos = c('https://packages.ropensci.org', 'https://cloud.r-project.org')) |
Reviews:rOpenSci Software Review #676
Bug tracker:https://github.com/ropensci/butterfly/issues
Pkgdown site:https://docs.ropensci.org
- butterflycount - Butterfly count dummy data
- butterflymess - Butterfly count messy data
- forestprecipitation - Forest precipitation dummy data
data-versioningqaqctimeseriesverification
Last updated 2 days agofrom:c398e69f39 (on main). Checks:9 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Apr 02 2025 |
| R-4.5-win | OK | Apr 02 2025 |
| R-4.5-mac | OK | Apr 02 2025 |
| R-4.5-linux | OK | Apr 02 2025 |
| R-4.4-win | OK | Apr 02 2025 |
| R-4.4-mac | OK | Apr 02 2025 |
| R-4.4-linux | OK | Apr 02 2025 |
| R-4.3-win | OK | Apr 02 2025 |
| R-4.3-mac | OK | Apr 02 2025 |
Exports:catchcreate_object_listloupereleasetimelinetimeline_group
Dependencies:clicrayondiffobjdplyrfansigenericsgluelifecyclemagrittrpillarpkgconfigR6rlangtibbletidyselectutf8vctrswaldowithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Butterfly count dummy data | butterflycount |
| Butterfly count messy data | butterflymess |
| Catch: return dataframe containing only rows that have changed | catch |
| create_object_list: creates a list of objects used in all butterfly functions | create_object_list |
| Forest precipitation dummy data | forestprecipitation |
| Loupe: compare new and old data in continuously updated timeseries | loupe |
| Release: return current dataframe without changed old rows | release |
| timeline: check if a timeseries is continuous | timeline |
| timeline_group: check if a timeseries is continuous | timeline_group |
