tests/testthat/test-space_filling.R

In dials: Tools for Creating Tuning Parameter Values

test_that("max entropy designs", {
  grid_1 <- grid_max_entropy(
    cost(), mixture(),
    size = 11,
    original = FALSE
  )
  expect_equal(nrow(grid_1), 11L)
  expect_true(all(grid_1$mixture > 0 & grid_1$mixture < 1))
  expect_true(all(grid_1$cost > -10 & grid_1$cost < 5))

  grid_2 <- grid_max_entropy(
    cost(), mixture(),
    size = 11,
    original = TRUE
  )
  expect_true(all(grid_2$cost > 2^-10 & grid_2$cost < 2^5))

  grid_3 <- grid_max_entropy(
    cost(),
    size = 11,
    original = FALSE
  )
  expect_equal(ncol(grid_3), 1L)

  expect_error(
    grid_max_entropy(
      cost,
      size = 11,
      original = FALSE
    )
  )
  expect_snapshot(
    error = TRUE,
    grid_max_entropy(
      mtry(),
      size = 11,
      original = FALSE
    )
  )
  expect_error(
    grid_max_entropy(
      size = 11,
      original = FALSE
    )
  )
})

test_that("latin square designs", {
  grid_1 <- grid_latin_hypercube(
    cost(), mixture(),
    size = 11,
    original = FALSE
  )
  expect_equal(nrow(grid_1), 11L)
  expect_true(all(grid_1$mixture > 0 & grid_1$mixture < 1))
  expect_true(all(grid_1$cost > -10 & grid_1$cost < 5))

  grid_2 <- grid_latin_hypercube(
    cost(), mixture(),
    size = 11,
    original = TRUE
  )
  expect_true(all(grid_2$cost > 2^-10 & grid_2$cost < 2^5))

  grid_3 <- grid_latin_hypercube(
    cost(),
    size = 11,
    original = FALSE
  )
  expect_equal(ncol(grid_3), 1L)

  expect_lt(
    nrow(grid_latin_hypercube(prod_degree(), prune_method(), size = 20)),
    20
  )

  expect_error(
    grid_latin_hypercube(
      cost,
      size = 11,
      original = FALSE
    )
  )
  expect_snapshot(
    error = TRUE,
    grid_latin_hypercube(
      mtry(),
      size = 11,
      original = FALSE
    )
  )
  expect_error(
    grid_latin_hypercube(
      size = 11,
      original = FALSE
    )
  )
})