tests/aws/test-class_aws_parquet.R

In targets: Dynamic Function-Oriented 'Make'-Like Declarative Pipelines

# Use sparingly to minimize AWS costs.
# Verify all `targets` buckets are deleted afterwards.
tar_test("aws_parquet format returns data frames", {
  skip_if_no_aws()
  skip_if_not_installed("arrow")
  s3 <- paws.storage::s3()
  bucket_name <- random_bucket_name()
  s3$create_bucket(Bucket = bucket_name)
  on.exit(aws_s3_delete_bucket(bucket_name))
  expr <- quote({
    tar_option_set(
      resources = tar_resources(
        aws = tar_resources_aws(
          bucket = !!bucket_name,
          prefix = "_targets",
          max_tries = 20
        )
      ),
      format = "parquet",
      repository = "aws"
    )
    list(
      tar_target(x, data.frame(x = seq_len(2), y = seq_len(2)))
    )
  })
  expr <- tar_tidy_eval(expr, environment(), TRUE)
  eval(as.call(list(`tar_script`, expr, ask = FALSE)))
  tar_make(callr_function = NULL)
  out <- as.data.frame(tar_read(x))
  expect_equal(out, data.frame(x = seq_len(2), y = seq_len(2)))
})