R Orchestrator

Type	Flexible
Image	$DATAOPS_R_RUNNER_IMAGE

The R orchestrator is a flexible orchestrator that incorporates r-base version 4.2 to execute R scripts in a DataOps pipeline and includes several helpful R libraries, such as:

• DBI
• devtools
• dplyr
• odbc
• pracma
• plyr
• RJDBC
• syuzhet
• tidyvers

Usage

You can create your own scripts in your repo e.g. /scripts/myscript.r and run this from a job. For example:

pipelines/includes/local_includes/r_jobs/my_r_job.yml

"My R Job":
  extends:
    - .agent_tag
  stage: "My Stage"
  image: $DATAOPS_R_RUNNER_IMAGE
  variables:
  script:
    - R my-script.r
  icon: ${R_ICON}

Supported parameters

None

Example jobs

pipelines/includes/local_includes/r_jobs/my_r_job.yml

"My R Job":
  extends:
    - .agent_tag
  stage: "Additional Configuration"
  image: $DATAOPS_R_RUNNER_IMAGE
  variables:
    SCRIPT_PATH: $CI_PROJECT_DIR/scripts/my-script.r
  script:
    - R $SCRIPT_PATH
  icon: ${R_ICON}

If you need access to the DataOps vault, include /dataops in your script tag. For example:

script:
  - /dataops
  - R /scripts/myscript.r

And your script will be able to read and write from and to the vault, respectively.

Project resources

None

Host dependencies (and Resources)

None