Nothing
context("Params")
test_that("mlflow can read typed command line parameters", {
mlflow_clear_test_dir("mlruns")
mlflow_cli(
"run",
"examples/",
"--entry-point",
"params_example.R",
"-P", "my_int=10",
"-P", "my_num=20.0",
"-P", "my_str=XYZ"
)
expect_true(dir.exists("mlruns"))
expect_true(dir.exists("mlruns/0"))
expect_true(file.exists("mlruns/0/meta.yaml"))
run_dir <- file.path("mlruns/0/", dir("mlruns/0/", pattern = "^[a-zA-Z0-9]+$")[[1]])
params_dir <- dir(file.path(run_dir, "params"))
expect_true("my_int" %in% params_dir)
expect_true("my_num" %in% params_dir)
expect_true("my_str" %in% params_dir)
})
test_that("ml_param() type checking works", {
expect_identical(mlflow_param("p1", "a", "string"), "a")
expect_identical(mlflow_param("p2", 42, "integer"), 42L)
expect_identical(mlflow_param("p3", 42L), 42L)
expect_identical(mlflow_param("p4", 12), 12)
})
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