# Using here with rmarkdown

The here package enables easy file referencing by using the top-level directory of a file project to easily build file paths. This article demonstrates the case where the working directory is set to a subdirectory of the project root, for instance when rendering an R Markdown document that lives in a subdirectory. See `vignette("here")` for a more general introduction.

## rmarkdown starts in a subdirectory

For demonstration, this article uses a data analysis project that lives in `/private/var/folders/dj/yhk9rkx97wn_ykqtnmk18xvc0000gn/T/RtmpP5W5BF/Rinst22067b4435c4/here/demo-project` on my machine. This is the project root. The path will most likely be different on your machine, the here package helps deal with this situation.

The project has the following structure:

    #> /private/var/folders/dj/yhk9rkx97wn_ykqtnmk18xvc0000gn/T/RtmpP5W5BF/Rinst22067b4435c4/here/demo-project
    #> ├── analysis
    #> │   └── report.Rmd
    #> ├── data
    #> │   └── penguins.csv
    #> ├── demo-project.Rproj
    #> └── prepare
    #>     └── penguins.R

When `report.Rmd` is rendered, the working directory is internally set to `<project root>/analysis` by rmarkdown:

    setwd(file.path(project_path, "analysis"))

    getwd()
    #> [1] "/private/var/folders/dj/yhk9rkx97wn_ykqtnmk18xvc0000gn/T/RtmpP5W5BF/Rinst22067b4435c4/here/demo-project/analysis"

However, `penguins.csv` still lives in the `data/` subdirectory. The report requires the `penguins.csv` file to work.

## here always uses project-relative paths

To render `report.Rmd`, you would have to ensure the path to `penguins.csv` is relative to the `analysis/` directory - i.e., `../data/penguins.csv`. The chunks would knit properly, but could not be run in the console since the working directory in the console isn’t `analysis/`.

The here package circumvents this issue by always referring to the project root:

    here::i_am("analysis/report.Rmd")
    #> here() starts at /private/var/folders/dj/yhk9rkx97wn_ykqtnmk18xvc0000gn/T/RtmpP5W5BF/Rinst22067b4435c4/here/demo-project

All files accessed by `report.Rmd` should be referred to using `here()`:

    library(here)
    here("data", "penguins.csv")
    #> [1] "/private/var/folders/dj/yhk9rkx97wn_ykqtnmk18xvc0000gn/T/RtmpP5W5BF/Rinst22067b4435c4/here/demo-project/data/penguins.csv"
    here("data/penguins.csv")
    #> [1] "/private/var/folders/dj/yhk9rkx97wn_ykqtnmk18xvc0000gn/T/RtmpP5W5BF/Rinst22067b4435c4/here/demo-project/data/penguins.csv"

This ensures that `penguins.csv` can be read both when the report is knit and when the code is run interactively in the console.