Nothing
test_that("calc_other_language works with valid input", {
# Valid input with different responses
survey_df <- data.frame(
person_id = c(1, 2, 3),
question_concept_id = c(40192526, 40192526, 40192526),
answer = c("Yes", "No", "Prefer Not To Answer") # Different responses
)
# Expected output: correctly categorized language use
expected_output <- data.frame(
person_id = c(1, 2, 3),
other_language = c("Yes", "No", "Prefer Not To Answer")
)
# Call the function and compare with expected output
result <- calc_other_language(survey_df)
expect_equal(result$other_language, expected_output$other_language)
})
test_that("calc_other_language handles skipped responses", {
# Some participants have skipped responses
survey_df <- data.frame(
person_id = c(1, 2, 3, 4),
question_concept_id = c(40192526, 40192526, 40192526, 40192526),
answer = c("Yes", "No", "Skip", "Skip")
)
# Expected output: skipped responses should result in NA
expected_output <- data.frame(
person_id = c(1, 2, 3, 4),
other_language = c("Yes", "No", NA_character_, NA_character_)
)
result <- calc_other_language(survey_df)
expect_equal(result$other_language, expected_output$other_language)
})
test_that("calc_other_language handles missing responses", {
# Some participants did not respond (NA values)
survey_df <- data.frame(
person_id = c(1, 2, 3, 4),
question_concept_id = c(40192526, 40192526, 40192526, 40192526),
answer = c("Yes", "No", NA, NA)
)
# Expected output: missing responses should remain NA
expected_output <- data.frame(
person_id = c(1, 2, 3, 4),
other_language = c("Yes", "No", NA_character_, NA_character_)
)
result <- calc_other_language(survey_df)
expect_equal(result$other_language, expected_output$other_language)
})
test_that("calc_other_language handles unexpected responses", {
# Some participants enter unexpected responses
survey_df <- data.frame(
person_id = c(1, 2, 3, 4),
question_concept_id = c(40192526, 40192526, 40192526, 40192526),
answer = c("Yes", "No", "Maybe", "Sometimes") # "Maybe" and "Sometimes" are not expected
)
# Expected output: unexpected responses should remain as they are
expected_output <- data.frame(
person_id = c(1, 2, 3, 4),
other_language = c("Yes", "No", "Maybe", "Sometimes")
)
result <- calc_other_language(survey_df)
expect_equal(result$other_language, expected_output$other_language)
})
test_that("calc_other_language handles empty input", {
# Empty input case
survey_df <- data.frame(
person_id = integer(0),
question_concept_id = integer(0),
answer = character(0)
)
result <- calc_other_language(survey_df)
# Expect the result to be an empty data frame
expect_equal(nrow(result), 0)
})
test_that("calc_other_language handles invalid column names", {
# Input with incorrect column names
bad_survey_df <- data.frame(
wrong_person_id = c(1, 2, 3),
wrong_question_id = c(40192526, 40192526, 40192526),
wrong_answer = c("Yes", "No", "Prefer Not To Answer")
)
# Expect an error when the input does not have the correct column names
expect_error(calc_other_language(bad_survey_df), "object 'question_concept_id' not found")
})
test_that("calc_other_language returns NA for participants with no valid responses", {
# No valid answers for any participants
survey_df <- data.frame(
person_id = c(1, 2, 3, 4),
question_concept_id = c(40192526, 40192526, 40192526, 40192526),
answer = c("Skip", "Skip", "Skip", "Skip") # All invalid answers
)
result <- calc_other_language(survey_df)
# Expected output: all participants should have NA
expected_output <- data.frame(
person_id = c(1, 2, 3, 4),
other_language = c(NA_character_, NA_character_, NA_character_, NA_character_)
)
expect_equal(result$other_language, expected_output$other_language)
})
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