This package is intended as a unified one-stop command line interface to all common IRMS (isotope ratio mass spectrometry) file formats used in stable isotope geochemistry. It is an extension and highly stream-lined re-implemention of the proof-of-concept isoread package and is designed to fit into a larger framework of IRMS data tools that includes the web-based graphical user interface package isoviewer and the data processing and visualization pipeline isoprocessor.
isoreader enables the reading and processing of stable isotope data directly from the data files and thus provides a tool for platform-independent (Windows, Mac, Linux), efficient and reproducible data reduction. Although implemented in R, it can be used in both RMarkdown as well as Jupyter data processing notebooks and also provides functionality for easy export to Python using the shared R/Python feather file format. At present, it can read most Thermo dual inlet (.did, .caf) and continuous flow (.dxf, .cf) data files as well as Elementar continuous flow data archives (.iarc) with additional extensions for other file formats in the works. Due to the dynamic implementation and design based on the popular tidyverse style of R programming, isoreader is easily extendable, takes care of error catching to avoid pipeline breaks due to problems encountered in source data files (modeled after readr) and works great with tidyverse packages such as tidyr, dplyr and ggplot.
You can install isoreader from github with the devtools package (version > 1.13.2 required for bioconductor support).
# install.packages("devtools") # only needed once
devtools::install_github("isoverse/isoreader")Currently supported file types:
| extension | format | type |
|---|---|---|
| .did | Isodat Dual Inlet file format (newer) | dual inlet |
| .caf | Isodat Dual Inlet file format (older) | dual inlet |
| .txt | Nu Dual Inlet file format | dual inlet |
| .di.rda | Isoreader R Data Archive (deprecated) | dual inlet |
| .di.rds | Isoreader R Data Storage | dual inlet |
| .cf | Isodat Continuous Flow file format (older) | continuous flow |
| .dxf | Isodat Continuous Flow file format (newer) | continuous flow |
| .iarc | IonOS Continous Flow data archieve | continuous flow |
| .cf.rda | Isoreader R Data Archive (deprecated) | continuous flow |
| .cf.rds | Isoreader R Data Storage | continuous flow |
- for a full reference of all available functions, see the Function Reference
- for an example of how to work with continuos flow data files, see the vignette on Continuous Flow
- for an example of how to work with dual inlet data files, see the vignette on Dual Inlet
If you run into a file format that is not currently supported or any issues with supported formats, please file a request/bug report in the issue tracker. Likewise if you run into any unexpected behaviour or uncaught errors. Most isoreader functionality is continuously tested on Unix and Windows systems using Travis and AppVeyor, respectively. This makes it possible to ensure proper functionality and catch issues quickly, however, sometimes something slips through or is not yet automatically tested. We try to make sure to fix such errors as soon as possible but ask for patience due to the small develoment team. If you have the skills and are willing to fix problems yourself, that’s great, please take a look at the development section below.
If you are interested in helping with development, that’s fantastic!
Please fork the repository and branch off from the dev
branch since it
contains the most up-to-date development version of
isoreader. Make sure to write
testthat tests for your work
(stored in the tests/testthat directory). All tests can be run
automatically and continuously during development to make it easier to
spot any code problems on the go. The easiest way to run them is by
running make auto_test in the
isoreader directory from command line
(it will test everything automatically in a completely separate R
session).
isoreader is and will always be fully open-source (i.e. free as in ‘freedom’ and free as in ‘free beer’) and is provided as is. The source code is released under GPL-2.
This package is part of the isoverse suite of data tools for stable isotopes. If you like the functionality that isoverse packages provide to the geochemical community, please help us spread the word and include an isoverse or individual package logo on one of your posters or slides. All logos are posted in high resolution in the main isoverse repository.
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