# can deploy via `vetiver_deploy_sagemaker()` Code vetiver_deploy_sagemaker(b, "cars1", instance_type) Condition Error in `vetiver_deploy_sagemaker()`: ! `board` must be an S3 pins board, not a object. # can create correct files for `vetiver_sm_build()` Code cat(readr::read_lines(fs::path(tmp_dir, "plumber.R")), sep = "\n") Output # Generated by the vetiver package; edit with care library(pins) library(plumber) library(rapidoc) library(vetiver) b <- board_folder(path = "") v <- vetiver_pin_read(b, "cars1") #* @plumber function(pr) { pr %>% vetiver_api(v, path = "/invocations") } --- Code cat(readr::read_lines(file.path(tmp_dir, "Dockerfile")), sep = "\n") Output # Generated by the vetiver package; edit with care FROM rocker/r-ver: ENV RENV_CONFIG_REPOS_OVERRIDE https://packagemanager.rstudio.com/cran/latest RUN apt-get update -qq && apt-get install -y --no-install-recommends \ libcurl4-openssl-dev \ libicu-dev \ libsodium-dev \ libssl-dev \ make \ zlib1g-dev \ && apt-get clean COPY vetiver_renv.lock renv.lock RUN Rscript -e "install.packages('renv')" RUN Rscript -e "renv::restore()" COPY plumber.R /opt/ml/plumber.R EXPOSE 8080 ENTRYPOINT ["R", "-e", "pr <- plumber::plumb('/opt/ml/plumber.R'); pr$run(host = '0.0.0.0', port = 8080)"] # can create SageMaker Model Code vetiver_sm_model(image_uri = image_uri, role = role, tags = "potato") Condition Error in `vetiver_sm_model()`: ! `tags` must be a list, not the string "potato". Code vetiver_sm_model(image_uri = image_uri, role = role, tags = list("potato")) Condition Error in `vetiver_sm_model()`: ! `tags` must have valid names, like `list("my-tag" = "my-value")` Code vetiver_sm_model(image_uri = image_uri, role = role, vpc_config = list("potato")) Condition Error in `vetiver_sm_model()`: ! `subnet` must be a list, not `NULL`. Code vetiver_sm_model(image_uri = image_uri, role = role, vpc_config = list(Subnets = list( 1:3), SecurityGroupIds = 1:3)) Condition Error in `vetiver_sm_model()`: ! `security_group_ids` must be a list, not an integer vector. Code vetiver_sm_model(image_uri = image_uri, role = role, vpc_config = list(Subnets = 1: 3, SecurityGroupIds = list(1:3))) Condition Error in `vetiver_sm_model()`: ! `subnet` must be a list, not an integer vector. # can create SageMaker Endpoint Code vetiver_sm_endpoint(model_name = model_name, instance_type = instance_type, tags = "potato") Condition Error in `vetiver_sm_endpoint()`: ! `tags` must be a list, not the string "potato". Code vetiver_sm_endpoint(model_name = model_name, instance_type = instance_type, tags = list("potato")) Condition Error in `vetiver_sm_endpoint()`: ! `tags` must have valid names, like `list("my-tag" = "my-value")` # can call sm_create_endpoint Code out <- sm_create_endpoint(client, endpoint_name, config_name, wait = FALSE) Message Creating endpoint with name "vetiver-sagemaker-example-model" # can delete SageMaker endpoints Code vetiver_sm_delete(object) Condition Warning: Unable to delete "vetiver-sagemaker-example-model" endpoint configuration. # can create vetiver endpoint object Code vetiver_endpoint_sagemaker(list()) Condition Error in `vetiver_endpoint_sagemaker()`: ! `model_endpoint` must be a character vector, not an empty list. --- Code vetiver_endpoint_sagemaker(model_endpoint) Output -- A SageMaker model endpoint for prediction: Model endpoint: vetiver-sagemaker-example-model Region: my-region