Introduction | Setup and Installation | Python Dependencies | Quick installation (default environment) | Troubleshooting the Python environment | Finding and selecting the correct Python environment | The Core Verbs | Chaining Verbs with the Pipe | Viewing the Python Code | Customizing the Generated Code with table_name
Package: rPandas 0.1.4
rPandas: Translating from R to Python's Pandas Package
Provides an R interface to Python's 'pandas' library using non-standard evaluation. Users can write R code (e.g., rp_filter(), rp_select(), rp_mutate()) that is translated into pandas commands and executed via 'reticulate'. Supports chaining, grouping, and 'summarisation', and includes a 'table_name' parameter to generate 'copy-pasteable' Python code. Ideal for leveraging pandas' speed and flexibility within the R ecosystem.
Authors:
rPandas_0.1.4.tar.gz
rPandas_0.1.4.zip(r-4.7-any)rPandas_0.1.4.zip(r-4.6-any)rPandas_0.1.4.zip(r-4.5-any)
rPandas_0.1.4.tgz(r-4.6-any)rPandas_0.1.4.tgz(r-4.5-any)
rPandas_0.1.4.tar.gz(r-4.7-any)rPandas_0.1.4.tar.gz(r-4.6-any)
rPandas_0.1.4.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
rPandas/json (API)
| # Install 'rPandas' in R: |
| install.packages('rPandas', repos = c('https://akshat09867.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/akshat09867/rpandas/issues
Last updated from:a9db7f35da. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 128 | ||
| source / vignettes | OK | 184 | ||
| linux-release | OK | 126 | ||
| macos-release | OK | 113 | ||
| macos-oldrel | OK | 87 | ||
| windows-devel | OK | 86 | ||
| windows-release | OK | 64 | ||
| windows-oldrel | OK | 79 | ||
| wasm-release | OK | 89 |
Exports:%notin%rp_calculaterp_check_envrp_countrp_filterrp_first_k_rowsrp_last_k_rowsrp_mutaterp_selectrp_sortrp_summarizetranslate_filter
Dependencies:herejsonlitelatticeMatrixpngrappdirsRcppRcppTOMLreticulaterlangrprojrootwithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| rPandas: A User-Friendly R Interface to Pandas | rPandas-package rPandas |
| "Not In" Operator | %notin% |
| Apply multiple summary functions to multiple columns | rp_calculate |
| Check for rPandas dependencies and provide diagnostics | rp_check_env |
| Count rows in a data frame, optionally by groups | rp_count |
| Filter rows using pandas | rp_filter |
| Extract the first k rows of a data frame | rp_first_k_rows |
| Extract the last k rows of a data frame | rp_last_k_rows |
| Mutate (add/modify/remove) columns using pandas | rp_mutate |
| Filtering columns | rp_select |
| Sort rows of a data frame using pandas | rp_sort |
| Summarize data using pandas | rp_summarize |
| Translate an R filter expression into a Python query string | translate_filter |