Kubernetes Configuration
spark_config_kubernetes
Description
Convenience function to initialize a Kubernetes configuration instead of spark_config(), exposes common properties to set in Kubernetes clusters.
Usage
spark_config_kubernetes(
master,
version = "3.2.3",
image = "spark:sparklyr",
driver = random_string("sparklyr-"),
account = "spark",
jars = "local:///opt/sparklyr",
forward = TRUE,
executors = NULL,
conf = NULL,
timeout = 120,
ports = c(8880, 8881, 4040),
fix_config = identical(.Platform$OS.type, "windows"),
...
)Arguments
| Arguments | Description |
|---|---|
| master | Kubernetes url to connect to, found by running kubectl cluster-info. |
| version | The version of Spark being used. |
| image | Container image to use to launch Spark and sparklyr. Also known as spark.kubernetes.container.image. |
| driver | Name of the driver pod. If not set, the driver pod name is set to “sparklyr” suffixed by id to avoid name conflicts. Also known as spark.kubernetes.driver.pod.name. |
| account | Service account that is used when running the driver pod. The driver pod uses this service account when requesting executor pods from the API server. Also known as spark.kubernetes.authenticate.driver.serviceAccountName. |
| jars | Path to the sparklyr jars; either, a local path inside the container image with the sparklyr jars copied when the image was created or, a path accesible by the container where the sparklyr jars were copied. You can find a path to the sparklyr jars by running system.file("java/", package = "sparklyr"). |
| forward | Should ports used in sparklyr be forwarded automatically through Kubernetes? Default to TRUE which runs kubectl port-forward and pkill kubectl on disconnection. |
| executors | Number of executors to request while connecting. |
| conf | A named list of additional entries to add to sparklyr.shell.conf. |
| timeout | Total seconds to wait before giving up on connection. |
| ports | Ports to forward using kubectl. |
| fix_config | Should the spark-defaults.conf get fixed? TRUE for Windows. |
| … | Additional parameters, currently not in use. |