swedishbutterflies is an R package for SeBMS - the Swedish Butterfly Monitoring Scheme - offering tools for accessing data, making plots and a Shiny app.

Installing from github

If you want to install the latest version:

# First make sure you have the devtools package
# which simplifies installations from github
# Note: Windows users have to first install Rtools to use devtools

install.packages("devtools") 
library(devtools)
install_github("rekonstrukt/swedishbutterflies")

# A specific versioned release can be installed like this:
install_github("rekonstrukt/swedishbutterflies@0.1.6")

Quick start

Since the package can read data from a Postgres db with live data from SeBMS, some initial system configuration may first be needed to set up the connection.

Secure shell connection to the database server

If the database connection requires an ssh tunnel to first be established, and you are using a *nix system, this configuration can be achieved by editing ~/.ssh/config, adding a section such as:

Host butterflies
    User my_ssh_user
    HostName my_server_ip_for_the_postgres_db_server
    LocalForward 5432 127.0.0.1:5432
    ServerAliveInterval 30

After this, the tunnel can be established with the command ssh -N butterflies. Upon success, the database can then be reached locally at the postgres db standard port. Similar results can be achieved using putty on Windows platforms.

Config for db connection

Once the database server is available, the R package needs to be configured to use the database connection. To achieve this, load the package in your R environment and create a config.yml with the db connection details and perhaps also a .Renviron file, if you have a config file that references environment variables in R:

library(swedishbutterflies)
library(rappdirs)

# this is the location for config.yml holding db connection details
app_dir("sebms")$config() 
# the location may vary depending on OS
# on a Linux OS a valid path for the file is $HOME/.config/sebms/config.yml
# on a Windows 8 OS a valid path for the file is C:\Users\IEUser\AppData\Local\sebms\sebms\config.yml

# this is the location for .Renviron
Sys.getenv("R_USER")
# on a Linux OS a valid path for the .Renviron file is $HOME ie ~/.Renviron
# on a Windows 8 OS a valid path for the .Renviron file is C:\Users\IEUser\.Renviron
# on a Windows 10 OS a valid path for the .Renviron file is C:\Users\IEUser\Documents\.Renviron

Example content that can be used in the config.yml:

default:
  sebms:
    driver: !expr RPostgres::Postgres() 
    server: 'localhost'
    uid: 'my_db_username'
    pwd: 'my_db_password'
    port: 5432
    database: 'test4'

If you prefer to use environment variables for the credentials and reference those in the config.yml, the file can look like this:

default:
  sebms:
    driver: !expr RPostgres::Postgres() 
    server: 'localhost'
    dbuser: !expr Sys.getenv("DBUSER")
    dbpass: !expr Sys.getenv("DBPASS")  
    port: 5432
    database: 'test5'

For the above connection to be initiated, you also need to set up your .Renviron with the environment variables containing the credentials:

DBUSER = my_db_username
DBPASS = my_db_password

Usage

After getting connected to the database, look at usage examples to get you started.

Please read the Vignette, using either the Help tab in RStudio IDE or the R prompt command browseVignettes(package = "swedishbutterflies").

Development

To further develop or change the package, please refer to instructions at http://r-pkgs.had.co.nz/, then fork this repo and submit a PR with the changes.

For a concrete example - to make a change with regards to how the filtering on species and year dimensions works for the species data, edit the ‘R/data.R’ file for example by adjusting the query used in the sebms_species_per_year function, and possibly adding a test in test/testthat/test-sebms-various.R that verifies expected results, then do the Ctrl+Shift+{D,T,E} steps and then use git to commit and push the changes.

To change functions that retrieve data from the db, please make changes primarily in the R/data.R file.

The plotting uses ggplot2 and leaflet mostly and functions are in R/plot.R and R/zgeomaps.R for the spatial data.

The long-form documentation / Vignette is located in vignettes/sebms-intro.Rmd.

Credits

The package bundles code and data assembled and curated by Lars Pettersson at http://dagfjarilar.lu.se

Meta

• Please report any issues or bugs.
• License: AGPL