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Unit tests for pilot3utils function #13
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linters: with_defaults(line_length_linter(150), object_usage_linter=NULL, cyclocomp_linter(complexity_limit = 20)) | ||
linters: linters_with_defaults(line_length_linter(150), object_usage_linter=NULL, cyclocomp_linter(complexity_limit = 20)) | ||
exclusions: list("R/data.R") |
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#' Retrieve paths to built-in example test files | ||
#' | ||
#' `testthat_examples()` retrieves path to directory of test files, | ||
#' `testthat_example()` retrieves path to a single test file. | ||
#' | ||
#' @keywords internal | ||
#' @param filename Name of test file | ||
#' @export | ||
#' @examples | ||
#' dir(testthat_examples()) | ||
#' testthat_example("success") | ||
testthat_examples <- function() { | ||
system.file("examples", package = "testthat") | ||
} | ||
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||
#' @export | ||
#' @rdname testthat_examples | ||
testthat_example <- function(filename) { | ||
system.file( | ||
"examples", paste0("test-", filename, ".R"), | ||
package = "testthat", | ||
mustWork = TRUE | ||
) | ||
} |
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@@ -0,0 +1,12 @@ | ||
# This file is part of the standard setup for testthat. | ||
# It is recommended that you do not modify it. | ||
# | ||
# Where should you do additional test configuration? | ||
# Learn more about the roles of various files in: | ||
# * https://r-pkgs.org/testing-design.html#sec-tests-files-overview | ||
# * https://testthat.r-lib.org/articles/special-files.html | ||
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library(testthat) | ||
library(pilot3utils) | ||
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test_check("pilot3utils") |
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# nest_rowlabels works | ||
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Code | ||
nest_rowlabels(.data) | ||
Output | ||
# A tibble: 12 x 7 | ||
row_label var1_placebo var1_x~1 var1_~2 ord_l~3 ord_l~4 ord_l~5 | ||
<chr> <chr> <chr> <chr> <dbl> <dbl> <dbl> | ||
1 Baseline "" "" "" 1 0 0 | ||
2 n "79" "74" "81" 1 1 1 | ||
3 Mean (SD) "24.1 (12.19)" "21.3 (~ "24.4 ~ 1 1 2 | ||
4 Median (Range) "21.0 ( 5;61)" "18.0 (~ "21.0 ~ 1 1 3 | ||
5 Week 24 "" "" "" 2 0 0 | ||
6 n "79" "74" "81" 2 1 1 | ||
7 Mean (SD) "26.7 (13.79)" "22.8 (~ "26.4 ~ 2 1 2 | ||
8 Median (Range) "24.0 ( 5;62)" "20.0 (~ "25.0 ~ 2 1 3 | ||
9 Change from Baseline "" "" "" 3 0 0 | ||
10 n "79" "74" "81" 3 1 1 | ||
11 Mean (SD) " 2.5 ( 5.80)" " 1.5 (~ " 2.0 ~ 3 1 2 | ||
12 Median (Range) " 2.0 (-11;16)" " 1.0 (~ " 2.0 ~ 3 1 3 | ||
# ... with abbreviated variable names 1: var1_xanomeline_high_dose, | ||
# 2: var1_xanomeline_low_dose, 3: ord_layer_index, 4: ord_layer_1, | ||
# 5: ord_layer_2 | ||
|
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# format_dcsreas works | ||
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Code | ||
format_dcsreas("WITHDRAWAL BY SUBJECT") | ||
Output | ||
[1] "Withdrew Consent" | ||
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# format_eosstt works | ||
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Code | ||
format_eosstt("SCREENING NOT COMPLETED") | ||
Output | ||
[1] "NOT STARTED" | ||
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# format_sitegr1 works | ||
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Code | ||
format_sitegr1("714") | ||
Output | ||
[1] "900" | ||
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# round_sas works | ||
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Code | ||
round_sas(10.56, digits = 0) | ||
Output | ||
[1] 11 | ||
|
Original file line number | Diff line number | Diff line change |
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@@ -0,0 +1,19 @@ | ||
# efficacy models works | ||
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Code | ||
efficacy_models(adas, "CHG", 24) | ||
Output | ||
# A tibble: 9 x 3 | ||
row_label `var1_Xanomeline Low Dose` var1_Xanomel~1 | ||
<chr> <chr> <chr> | ||
1 "p-value(Dose Response) [1][2]" <NA> " 0.245 " | ||
2 "" <NA> "" | ||
3 "p-value(Xan - Placebo) [1][3]" " 0.569 " " 0.233 " | ||
4 " Diff of LS Means (SE)" "-0.5 (0.82)" "-1.0 (0.84)" | ||
5 " 95% CI" "(-2.1;1.1)" "(-2.7;0.7)" | ||
6 "" "" "" | ||
7 "p-value(Xan High - Xan Low) [1][3]" <NA> " 0.520 " | ||
8 " Diff of LS Means (SE)" <NA> "-0.5 (0.84)" | ||
9 " 95% CI" <NA> "(-2.2;1.1)" | ||
# ... with abbreviated variable name 1: `var1_Xanomeline High Dose` | ||
|
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# fmt_num works | ||
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Code | ||
fmt_num(4.25, digits = 3) | ||
Output | ||
[1] " 4.250" | ||
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# fmt_est works | ||
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Code | ||
fmt_est(1.25, 0.5) | ||
Output | ||
[1] " 1.2 ( 0.50)" | ||
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# fmt_pval works | ||
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Code | ||
fmt_pval(0.52, digits = 3) | ||
Output | ||
[1] " 0.520" | ||
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# fmt_ci works | ||
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Code | ||
fmt_ci(-2.5, -0.09, 2.07) | ||
Output | ||
[1] "-2.50 (-0.09, 2.07)" | ||
|
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# pad_row works | ||
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Code | ||
pad_row(.data) | ||
Output | ||
# A tibble: 7 x 5 | ||
STUDYID USUBJID PARAMCD PARAM AVISIT | ||
<chr> <chr> <chr> <chr> <chr> | ||
1 "TEST01" "01-701-1015" "DIABP" "Diastolic Blood Pressure (mmHg)" "BASELINE" | ||
2 "TEST01" "01-701-1015" "DIABP" "Diastolic Blood Pressure (mmHg)" "WEEK 2" | ||
3 "TEST01" "01-701-1015" "SYSBP" "Systolic Blood Pressure (mmHg)" "BASELINE" | ||
4 "TEST01" "01-701-1015" "SYSBP" "Systolic Blood Pressure (mmHg)" "WEEK 2" | ||
5 "TEST01" "01-701-1028" "DIABP" "Diastolic Blood Pressure (mmHg)" "BASELINE" | ||
6 "TEST01" "01-701-1028" "SYSBP" "Systolic Blood Pressure (mmHg)" "BASELINE" | ||
7 "" "" "" "" "" | ||
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# num_fmt works | ||
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Code | ||
num_fmt(5, digits = 0, size = 10, int_len = 3) | ||
Output | ||
[1] " 5 " | ||
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# str_pad works | ||
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Code | ||
str_pad("pilot3", 7, "left") | ||
Output | ||
[1] " pilot3" | ||
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# nrow works | ||
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Code | ||
nrow(matrix(1:12, 3, 4)) | ||
Output | ||
[1] 3 | ||
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# round works | ||
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Code | ||
round(c(0.3, 1.03, 2.67, 5, 8.91), digits = 1) | ||
Output | ||
[1] 0.3 1.0 2.7 5.0 8.9 | ||
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# format works | ||
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Code | ||
format("GFG", width = 8, justify = "l") | ||
Output | ||
[1] "GFG " | ||
|
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test_that("Pilot3 can use the testthat 3e", { | ||
local_edition(3) | ||
expect_true(TRUE) | ||
}) | ||
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test_that("nest_rowlabels works", { | ||
.data <- tibble::tribble( | ||
~row_label1, ~row_label2, ~var1_placebo, ~var1_xanomeline_high_dose, ~var1_xanomeline_low_dose, ~ord_layer_index, ~ord_layer_1, ~ord_layer_2, | ||
"Baseline", "n", "79", "74", "81", 1, 1, 1, | ||
"Baseline", "Mean (SD)", "24.1 (12.19)", "21.3 (11.74)", "24.4 (12.92)", 1, 1, 2, | ||
"Baseline", "Median (Range)", "21.0 ( 5;61)", "18.0 ( 3;57)", "21.0 ( 5;57)", 1, 1, 3, | ||
"Week 24", "n", "79", "74", "81", 2, 1, 1, | ||
"Week 24", "Mean (SD)", "26.7 (13.79)", "22.8 (12.48)", "26.4 (13.18)", 2, 1, 2, | ||
"Week 24", "Median (Range)", "24.0 ( 5;62)", "20.0 ( 3;62)", "25.0 ( 6;62)", 2, 1, 3, | ||
"Change from Baseline", "n", "79", "74", "81", 3, 1, 1, | ||
"Change from Baseline", "Mean (SD)", " 2.5 ( 5.80)", " 1.5 ( 4.26)", " 2.0 ( 5.55)", 3, 1, 2, | ||
"Change from Baseline", "Median (Range)", " 2.0 (-11;16)", " 1.0 ( -7;13)", " 2.0 (-11;17)", 3, 1, 3 | ||
) | ||
.nest_rowlabels <- tibble::tribble( | ||
~row_label, ~var1_placebo, ~var1_xanomeline_high_dose, ~var1_xanomeline_low_dose, ~ord_layer_index, ~ord_layer_1, ~ord_layer_2, | ||
"Baseline", "", "", "", 1, 0, 0, | ||
"n", "79", "74", "81", 1, 1, 1, | ||
"Mean (SD)", "24.1 (12.19)", "21.3 (11.74)", "24.4 (12.92)", 1, 1, 2, | ||
"Median (Range)", "21.0 ( 5;61)", "18.0 ( 3;57)", "21.0 ( 5;57)", 1, 1, 3, | ||
"Week 24", "", "", "", 2, 0, 0, | ||
"n", "79", "74", "81", 2, 1, 1, | ||
"Mean (SD)", "26.7 (13.79)", "22.8 (12.48)", "26.4 (13.18)", 2, 1, 2, | ||
"Median (Range)", "24.0 ( 5;62)", "20.0 ( 3;62)", "25.0 ( 6;62)", 2, 1, 3, | ||
"Change from Baseline", "", "", "", 3, 0, 0, | ||
"n", "79", "74", "81", 3, 1, 1, | ||
"Mean (SD)", " 2.5 ( 5.80)", " 1.5 ( 4.26)", " 2.0 ( 5.55)", 3, 1, 2, | ||
"Median (Range)", " 2.0 (-11;16)", " 1.0 ( -7;13)", " 2.0 (-11;17)", 3, 1, 3 | ||
) | ||
expect_equal(nrow(.data), 9) | ||
expect_equal(nrow(.nest_rowlabels), 12) | ||
expect_equal(nrow(nest_rowlabels(.data)), 12) | ||
expect_s3_class(nest_rowlabels(.data), "tbl_df") | ||
expect_snapshot(nest_rowlabels(.data), dplyr::select(.nest_rowlabels)) | ||
expect_length(nrow(.data), 1) | ||
expect_length(nrow(.nest_rowlabels), 1) | ||
}) |
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@@ -0,0 +1,67 @@ | ||
test_that("Pilot3 can use the testthat 3e", { | ||
local_edition(3) | ||
expect_true(TRUE) | ||
}) | ||
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test_that("format_dcsreas works", { | ||
.data_format_dcsreas <- tibble::tribble( | ||
~OUTPUT, | ||
"Withdrew Consent" | ||
) | ||
expect_equal(format_dcsreas("ADVERSE EVENT"), "Adverse Event") | ||
expect_equal(format_dcsreas("STUDY TERMINATED BY SPONSOR"), "Sponsor Decision") | ||
expect_equal(format_dcsreas("DEATH"), "Death") | ||
expect_equal(format_dcsreas("WITHDRAWAL BY SUBJECT"), "Withdrew Consent") | ||
expect_snapshot(format_dcsreas("WITHDRAWAL BY SUBJECT"), dplyr::select(.data_format_dcsreas)) | ||
expect_equal(format_dcsreas("PHYSICIAN DECISION"), "Physician Decision") | ||
expect_equal(format_dcsreas("LACK OF EFFICACY"), "Lack of Efficacy") | ||
expect_equal(format_dcsreas("PROTOCOL VIOLATION"), "Protocol Violation") | ||
expect_equal(format_dcsreas("LOST TO FOLLOW-UP"), "Lost to Follow-up") | ||
expect_length(format_dcsreas("ADVERSE"), 1) | ||
expect_length(format_dcsreas("ADVERSE EVENT"), 1) | ||
expect_length(format_dcsreas(NA), 1) | ||
}) | ||
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test_that("format_eosstt works", { | ||
.data_format_eosstt <- tibble::tribble( | ||
~OUTPUT, | ||
"NOT STARTED" | ||
) | ||
expect_equal(format_eosstt("SCREEN FAILURE"), "NOT STARTED") | ||
expect_equal(format_eosstt("SCREENING FAILURE"), "DISCONTINUED") | ||
expect_equal(format_eosstt("COMPLETED"), "COMPLETED") | ||
expect_equal(format_eosstt("SCREENING NOT COMPLETED"), "NOT STARTED") | ||
expect_snapshot(format_eosstt("SCREENING NOT COMPLETED"), dplyr::select(.data_format_eosstt)) | ||
expect_equal(format_eosstt(""), "DISCONTINUED") | ||
expect_equal(format_eosstt(NA), "ONGOING") | ||
expect_length(format_eosstt("SCREEN FAILURE"), 1) | ||
expect_length(format_eosstt(NA), 1) | ||
}) | ||
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test_that("format_sitegr1 works", { | ||
.data_format_sitegr1 <- tibble::tribble( | ||
~OUTPUT, | ||
"900" | ||
) | ||
expect_equal(format_sitegr1("702"), "900") | ||
expect_equal(format_sitegr1("706"), "900") | ||
expect_equal(format_sitegr1("707"), "900") | ||
expect_equal(format_sitegr1("711"), "900") | ||
expect_equal(format_sitegr1("714"), "900") | ||
expect_snapshot(format_sitegr1("714"), dplyr::select(.data_format_sitegr1)) | ||
expect_equal(format_sitegr1("715"), "900") | ||
expect_equal(format_sitegr1("717"), "900") | ||
expect_length(format_sitegr1("717"), 1) | ||
}) | ||
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test_that("round_sas works", { | ||
.data_round_sas <- tibble::tribble( | ||
~OUTPUT, | ||
11 | ||
) | ||
expect_equal(round_sas(10.56, digits = 0), 11) | ||
expect_snapshot(round_sas(10.56, digits = 0), dplyr::select(.data_round_sas)) | ||
expect_equal(round_sas(9.06, digits = 0), 9) | ||
expect_equal(round_sas(-5.6, digits = 0), -6) | ||
expect_length(round_sas(10.56, digits = 0), 1) | ||
}) |
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Those four lines are not testing the efficacy models? @SHAESEN2 - yes, preparing to commit the unit test for the efficacy_models function. thx. |
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test_that("Pilot3 can use the testthat 3e", { | ||
local_edition(3) | ||
expect_true(TRUE) | ||
}) | ||
test_that("efficacy models works", { | ||
.data_model_portion <- tibble::tribble( | ||
~row_label, ~`~var1_Xanomeline Low Dose`, ~`~var1_Xanomeline High Dose`, | ||
"p-value(Dose Response) [1][2]", "NA", " 0.245 ", | ||
"", "NA", "", | ||
"p-value(Xan - Placebo) [1][3]", " 0.569 ", " 0.233 ", | ||
" Diff of LS Means (SE)", "-0.5 (0.82)", "-1.0 (0.84)", | ||
" 95% CI", "(-2.1;1.1)", "(-2.7;0.7)", | ||
"", "", "", | ||
"p-value(Xan High - Xan Low) [1][3]", "NA", " 0.520 ", | ||
" Diff of LS Means (SE)", "NA", "-0.5 (0.84)", | ||
" 95% CI", "NA", "(-2.2;1.1)" | ||
) | ||
expect_length(.data_model_portion, 3) | ||
}) |
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. In this file we can include the character formats from before. @SHAESEN2 - are you referring to the character formats here [earlier Issues 78, 87, and 91]. We will have to unit test those from the pilot3-adam repository. Lmk, I could set it up testthat( ) in the pilot3-adam repository and unit test functions in the source where the 'xporter' and 'na' formatters are used from before. thx. |
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test_that("Pilot3 can use the testthat 3e", { | ||
local_edition(3) | ||
expect_true(TRUE) | ||
}) | ||
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test_that("fmt_num works", { | ||
.data_fmt_num <- tibble::tribble( | ||
~OUTPUT, | ||
" 4.250" | ||
) | ||
expect_equal(fmt_num(1.25, digits = 1), " 1.2") | ||
expect_equal(fmt_num(1.25, digits = 2), " 1.25") | ||
expect_equal(fmt_num(4.25, digits = 3), " 4.250") | ||
expect_snapshot(fmt_num(4.25, digits = 3), dplyr::select(.data_fmt_num)) | ||
expect_equal(fmt_num(1.25, digits = 0), " 1") | ||
expect_length(fmt_num(1.25, digits = 4), 1) | ||
}) | ||
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test_that("fmt_est works", { | ||
.data_fmt_est <- tibble::tribble( | ||
~OUTPUT, | ||
" 1.2 ( 0.50)" | ||
) | ||
expect_equal(fmt_est(1.25, 0.5), " 1.2 ( 0.50)") | ||
expect_snapshot(fmt_est(1.25, 0.5), dplyr::select(.data_fmt_est)) | ||
expect_equal(fmt_est(1.25, 0.01), " 1.2 ( 0.01)") | ||
expect_equal(fmt_est(1.25, 0.07), " 1.2 ( 0.07)") | ||
expect_length(fmt_est(1.25, 0.5), 1) | ||
}) | ||
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test_that("fmt_pval works", { | ||
.data_fmt_est <- tibble::tribble( | ||
~OUTPUT, | ||
" 0.520" | ||
) | ||
expect_equal(fmt_pval(0.446, digits = 2), " 0.45") | ||
expect_equal(fmt_pval(0.445, digits = 3), " 0.445") | ||
expect_equal(fmt_pval(0.52, digits = 3), " 0.520") | ||
expect_snapshot(fmt_pval(0.52, digits = 3), dplyr::select(.data_fmt_est)) | ||
expect_length(fmt_pval(0.445, digits = 1), 1) | ||
expect_length(fmt_pval(0.445, digits = 4), 1) | ||
}) | ||
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test_that("fmt_ci works", { | ||
.data_fmt_ci <- tibble::tribble( | ||
~OUTPUT, | ||
"-2.50 (-0.09, 2.07)" | ||
) | ||
expect_equal(fmt_ci(1, -0.25, 1.32), " 1.00 (-0.25, 1.32)") | ||
expect_equal(fmt_ci(1.5, -0.04, 1.09), " 1.50 (-0.04, 1.09)") | ||
expect_equal(fmt_ci(-2.5, -0.09, 2.07), "-2.50 (-0.09, 2.07)") | ||
expect_snapshot(fmt_ci(-2.5, -0.09, 2.07), dplyr::select(.data_fmt_ci)) | ||
expect_length(fmt_ci(1, -0.25, 1.32), 1) | ||
}) |
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I wonder if we need to rename the files to make it traceable eg in this file it seems you are testing adam format functions, rather than just functions
@SHAESEN2 - yes, the filenames are autogenerated and can be changed to make traceable to a requirements traceability matrix (RTM) for pilot3utils.
The admiral package has excellent test coverage already for the functions used in pilot3. The focus in this issue has been to unit test the functions defined in the pilot3utils package source. thx.
The unit test file names can be whatever pilot3 team wishes. With test_dir( ) every source file in the
specified directory gets tested with a "dot" output representing a function 'PASS' (see below). The _snaps
directory can be used for snapshotting test results for comparison. The testthat package creates test files in the
pilot3utils package using '.R' not '.r' extension - easy enough to change extension to match the regulatory specification. The traceability aspect to match the unit test to a specific pilot3 requirement is an excellent
point. One limitation (of using snapshots) is that snapshots are not aware if an output is correct - so an expect strategy comparing unit test output against 'correct' (point of truth) is necessary. thx.
The snapshots appear in the _snaps directory when the expect_snapshot unit test is run. Even a slight difference in expected outcome and previous test snapshot results in an error getting issued. An example using the pilot3utils nest_rowlabels function appears below using expect_snapshot and other testthat expect suggests.
It is pretty cool but the traceability matrix is a great idea then Pilot3 can link requirement to unit test PASS and store the snapshot in the repository.