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pepr
pepr
is the official R package for the pepkit suite, a collection
of tools that interface with portable encapsulated projects, or
PEPs. PEP format defines
a structure for organizing project metadata using a yaml
file. pepr
allows you to read any PEP-formatted project
metadata (and potentially even actual sample data) into R, providing you
a convenient user interface to interact with and share project
metadata.
pepr
You can install pepr
in the usual way. Currently from
GitHub (but we target a CRAN release at some point).
devtools::install_github('pepkit/pepr')
Load pepr
and read in your project. We have provided a
basic example to show you how it works. You can use this to get the file
path to a built-in example project configuration yaml
file:
library('pepr')
branch = "master"
projectConfigFile = system.file("extdata",
paste0("example_peps-", branch),
"example_basic",
"project_config.yaml",
package="pepr")
Loading your project metadata into R is a single line of code:
## Loading config file: /tmp/RtmpoymTo9/Rinstb3055bff7/pepr/extdata/example_peps-master/example_basic/project_config.yaml
That’s it! You’ve now have a Project
object, p,
to interact with in R
.
pepr::Project
object in RNow you can interface with that project object to grab both
sample-level and project-level metadata. Here’s how you can access the
metadata. If you just run the show()
function on your
object, you’ll get a simple report telling you a few basic stats, like
where the project came from and how many samples it has:
## PEP project object. Class: Project
## file:
## /tmp/RtmpoymTo9/Rinstb3055bff7/pepr/extdata/example_peps-master/example_basic/project_config.yaml
## samples: 2
To get the sample table out of the project, you use the
samples()
function:
sampleTable(p)
## sample_name protocol file
## 1: frog_1 anySampleType data/frog1_data.txt
## 2: frog_2 anySampleType data/frog2_data.txt
And you can also access the project configuration metadata with the
config()
function:
## Config object. Class: Config
## pep_version: 2.0.0
## sample_table:
## /tmp/RtmpoymTo9/Rinstb3055bff7/pepr/extdata/example_peps-master/example_basic/sample_table.csv
## name: example_basic
Follow the other vignettes for more advanced capabilities of
pepr
.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.