sm_build: Use AWS CodeBuild to build docker images and push them to...

In smdocker: Build 'Docker Images' in 'Amazon SageMaker Studio' using 'Amazon Web Service CodeBuild'

Use ⁠AWS CodeBuild⁠ to build docker images and push them to Amazon ECR

Description

This function takes a directory containing a dockerfile, and builds it on ⁠AWS CodeBuild⁠. The resulting image is then stored in ⁠AWS ECR⁠ for later use.

Usage

sm_build(
  repository = NULL,
  compute_type = c("BUILD_GENERAL1_SMALL", "BUILD_GENERAL1_MEDIUM",
    "BUILD_GENERAL1_LARGE", "BUILD_GENERAL1_2XLARGE"),
  role = NULL,
  dir = ".",
  bucket = NULL,
  vpc_id = NULL,
  subnet_ids = list(),
  security_group_ids = list(),
  log = TRUE,
  ...
)

Arguments

repository	(character): The ECR repository:tag for the image (default: ⁠sagemaker-studio-${domain_id}:latest⁠)
compute_type	(character): The CodeBuild compute type (default: BUILD_GENERAL1_SMALL)
role	(character): The IAM role name for CodeBuild to use (default: the Studio execution role).
dir	(character): Directory to build
bucket	(character): The S3 bucket to use for sending data to CodeBuild (if None, use the ⁠SageMaker SDK⁠ default bucket).
vpc_id	(character): The Id of the VPC that will host the CodeBuild Project (such as ⁠vpc-05c09f91d48831c8c⁠).
subnet_ids	(list): List of subnet ids for the CodeBuild Project (such as ⁠subnet-0b31f1863e9d31a67⁠)
security_group_ids	(list): List of security group ids for the CodeBuild Project (such as ⁠sg-0ce4ec0d0414d2ddc⁠).
log	(logical): Show the logs of the running CodeBuild build
...	docker build parameters https://docs.docker.com/engine/reference/commandline/build/#options (NOTE: use "_" instead of "-" for example: docker optional parameter build-arg becomes build_arg)

Value

invisible character vector of ⁠AWS ECR⁠ image uri.

Examples

## Not run: 
# Execute on current directory.
sm_build()

# Execute on different directory.
sm_build(dir = "my-project")

# Add extra docker arguments
sm_build(
  file = "/path/to/Dockerfile",
  build_arg = "foo=bar"
)

## End(Not run)

smdocker documentation built on June 7, 2023, 5:58 p.m.