context("cdc") library(jsonlite) test_that("job_data() calls are correct", { zoltar_connection <- new_connection("http://example.com") cdc_file <- "data/20161023-KoTstable-20161109-small.cdc.csv" # file doesn't matter for this test, but does below exp_data_frame <- utils::read.csv(cdc_file, stringsAsFactors = FALSE, colClasses = 'character') # "NA" -> NA mock_reauthenticate <- mock(exp_data_frame) local_mocked_bindings(get_resource = mock_reauthenticate) act_data_frame <- job_data(zoltar_connection, "http://example.com/api/job/2/", "forecasts") expect_equal(length(mock_calls(mock_reauthenticate)), 1) expect_equal(mock_args(mock_reauthenticate)[[1]][[2]], "http://example.com/api/job/2/data/") expect_is(act_data_frame, "data.frame") expect_equal(act_data_frame, exp_data_frame) }) test_that("job_data() column types are correct for forecast CSV data", { # JSON data tested many other places zoltar_connection <- new_connection("http://example.com") mock_from_json <- mock() mock_read_csv <- mock() local_mocked_bindings(re_authenticate_if_necessary = function(...) { }) local_mocked_bindings(fromJSON = mock_from_json) local_mocked_bindings(read_csv = mock_read_csv) webmockr::stub_request("get", uri = "http://example.com/api/job/2/data/") %>% to_return( status = 200, headers = list('Content-Type' = 'text/csv')) job_data(zoltar_connection, "http://example.com/api/job/2/", "forecasts") expect_equal(length(mock_calls(mock_from_json)), 0) expect_equal(length(mock_calls(mock_read_csv)), 1) expect_equal(mock_args(mock_read_csv)[[1]]$col_types, "cDcccc????d????") # note: we do not test the column types of the actual data returned by job_data b/c we trust that # readr::read_csv correctly applies col_types }) test_that("job_data() column types are correct for truth CSV data", { # JSON data tested many other places zoltar_connection <- new_connection("http://example.com") mock_from_json <- mock() mock_read_csv <- mock() local_mocked_bindings(re_authenticate_if_necessary = function(...) { }) local_mocked_bindings(fromJSON = mock_from_json) local_mocked_bindings(read_csv = mock_read_csv) webmockr::stub_request("get", uri = "http://example.com/api/job/2/data/") %>% to_return( status = 200, headers = list('Content-Type' = 'text/csv')) job_data(zoltar_connection, "http://example.com/api/job/2/", "truth") expect_equal(length(mock_calls(mock_from_json)), 0) expect_equal(length(mock_calls(mock_read_csv)), 1) expect_equal(mock_args(mock_read_csv)[[1]]$col_types, "Dcc?") # note: we do not test the column types of the actual data returned by job_data b/c we trust that # readr::read_csv correctly applies col_types })