From 9bdd50cfdc7478343751078c9f7a9ea358434e76 Mon Sep 17 00:00:00 2001 From: Ben Straub Date: Thu, 19 Oct 2023 11:29:23 -0400 Subject: [PATCH 01/98] v0.12.3 hotfix (#2172) * Closes #2147 addressing cran failure (#2149) * feat: #2147 one solution but proceed with caution * description uplevel and news blurb * pass links? --------- Co-authored-by: Zelos Zhu * Update README.md (#2155) * Update README.md * URL update --------- Co-authored-by: Daniel Sjoberg * Closes #2154 fix_dthcaus: fix derive_var_dthcaus() (#2162) * #2154 fix_dthcaus: fix derive_var_dthcaus() * #2154 fix_dthcaus: run templates check * #2154 fix_dthcaus: update version number and NEWS * docs: fixing curlys after feedback from CRAN * chore: styling death test --------- Co-authored-by: Zelos Zhu Co-authored-by: Zelos Zhu Co-authored-by: Daniel Sjoberg Co-authored-by: Stefan Bundfuss <80953585+bundfussr@users.noreply.github.com> --- .github/workflows/templates.yml | 2 +- NEWS.md | 7 ++ R/data.R | 6 +- R/derive_date_vars.R | 4 +- R/derive_var_dthcaus.R | 4 +- R/derive_vars_dtm_to_tm.R | 2 +- R/duplicates.R | 2 +- man/atoxgr_criteria_ctcv4.Rd | 2 +- man/atoxgr_criteria_ctcv5.Rd | 2 +- man/atoxgr_criteria_daids.Rd | 2 +- man/derive_vars_dt.Rd | 2 +- man/derive_vars_dtm.Rd | 2 +- man/derive_vars_dtm_to_tm.Rd | 2 +- man/get_duplicates_dataset.Rd | 2 +- tests/testthat/test-derive_var_dthcaus.R | 116 ++++++++++++++++++++++- 15 files changed, 138 insertions(+), 19 deletions(-) diff --git a/.github/workflows/templates.yml b/.github/workflows/templates.yml index c693311d52..58d8cbc9f6 100644 --- a/.github/workflows/templates.yml +++ b/.github/workflows/templates.yml @@ -6,7 +6,7 @@ on: pull_request: branches: - main - - devel + - patch jobs: templates: diff --git a/NEWS.md b/NEWS.md index cdb5e9b036..1864b48ce0 100644 --- a/NEWS.md +++ b/NEWS.md @@ -56,6 +56,13 @@ were enhanced such that more than one summary variable can be derived, e.g., ## Various +# admiral 0.12.3 + +- Fixed a bug in `derive_var_dthcaus()` where if a subject has observations in +more than one of the sources, the one from the last source was selected +regardless of the date. Now the function works as described in its +documentation. (#2154) + # admiral 0.12.2 - A unit test for `derive_param_computed()` was modified in anticipation of major user-facing changes to R version 4.4 (#2147) diff --git a/R/data.R b/R/data.R index d18679a327..6a167f70b4 100644 --- a/R/data.R +++ b/R/data.R @@ -88,7 +88,7 @@ #' Note: Variables `SOC`, `TERM`, `Grade 1`, `Grade 2`,`Grade 3`,`Grade 4`,`Grade 5`, `Definition` #' are from the source document on NCI-CTC website defining the grading criteria. #' [**Common Terminology Criteria for Adverse Events (CTCAE)v4.0**](https://ctep.cancer.gov/protocoldevelopment/electronic_applications/ctc.htm#ctc_40) -#' From these variables only 'TERM' is used in the {admiral} code, the rest are for information and +#' From these variables only 'TERM' is used in the `{admiral}` code, the rest are for information and #' traceability only. #' #' @@ -124,7 +124,7 @@ #' Note: Variables `SOC`, `TERM`, `Grade 1`, `Grade 2`,`Grade 3`,`Grade 4`,`Grade 5`, `Definition` #' are from the source document on NCI-CTC website defining the grading criteria. #' [**Common Terminology Criteria for Adverse Events (CTCAE)v5.0**](https://ctep.cancer.gov/protocoldevelopment/electronic_applications/ctc.htm#ctc_50) -#' From these variables only 'TERM' is used in the {admiral} code, the rest are for information and +#' From these variables only 'TERM' is used in the `{admiral}` code, the rest are for information and #' traceability only. #' #' @@ -162,7 +162,7 @@ #' Note: Variables `SOC`, `TERM`, `SUBGROUP`, `Grade 1`, `Grade 2`,`Grade 3`,`Grade 4`,`Grade 5`, `Definition` #' are from the source document on DAIDS website defining the grading criteria. #' [Division of AIDS (DAIDS) Table for Grading the Severity of Adult and Pediatric Adverse Events -#' From these variables only 'TERM' is used in the {admiral} code, the rest are for information and +#' From these variables only 'TERM' is used in the `{admiral}` code, the rest are for information and #' traceability only. #' #' diff --git a/R/derive_date_vars.R b/R/derive_date_vars.R index 1c65d29c44..183e094227 100644 --- a/R/derive_date_vars.R +++ b/R/derive_date_vars.R @@ -1248,7 +1248,7 @@ compute_tmf <- function(dtc, #' The date can be imputed (see `date_imputation` argument) #' and the date imputation flag ('`--DTF'`) can be added. #' -#' In {admiral} we don't allow users to pick any single part of the date/time to +#' In `{admiral}` we don't allow users to pick any single part of the date/time to #' impute, we only enable to impute up to a highest level, i.e. you couldn't #' choose to say impute months, but not days. #' @@ -1456,7 +1456,7 @@ derive_vars_dt <- function(dataset, # nolint: cyclocomp_linter #' The date and time can be imputed (see `date_imputation`/`time_imputation` arguments) #' and the date/time imputation flag (`'--DTF'`, `'--TMF'`) can be added. #' -#' In {admiral} we don't allow users to pick any single part of the date/time to +#' In `{admiral}` we don't allow users to pick any single part of the date/time to #' impute, we only enable to impute up to a highest level, i.e. you couldn't #' choose to say impute months, but not days. #' diff --git a/R/derive_var_dthcaus.R b/R/derive_var_dthcaus.R index f3f74631fb..e0e0bceca2 100644 --- a/R/derive_var_dthcaus.R +++ b/R/derive_var_dthcaus.R @@ -160,6 +160,8 @@ derive_var_dthcaus <- function(dataset, # process each source add_data <- vector("list", length(sources)) + tmp_source_nr <- get_new_tmp_var(dataset) + tmp_date <- get_new_tmp_var(dataset) for (ii in seq_along(sources)) { source_dataset_name <- sources[[ii]]$dataset_name source_dataset <- source_datasets[[source_dataset_name]] @@ -183,8 +185,6 @@ derive_var_dthcaus <- function(dataset, ) # if several death records, use the first/last according to 'mode' - tmp_source_nr <- get_new_tmp_var(dataset) - tmp_date <- get_new_tmp_var(dataset) add_data[[ii]] <- add_data[[ii]] %>% filter_extreme( order = exprs(!!date_var, !!!sources[[ii]]$order), diff --git a/R/derive_vars_dtm_to_tm.R b/R/derive_vars_dtm_to_tm.R index 8a4d64520b..b0fec71e9b 100644 --- a/R/derive_vars_dtm_to_tm.R +++ b/R/derive_vars_dtm_to_tm.R @@ -12,7 +12,7 @@ #' @details #' The names of the newly added variables are automatically set by replacing the #' `--DTM` suffix of the `source_vars` with `--TM`. The `--TM` variables are created -#' using the {hms} package. +#' using the `{hms}` package. #' #' @return #' A data frame containing the input dataset with the corresponding time diff --git a/R/duplicates.R b/R/duplicates.R index f4520d84fa..5a0ca78896 100644 --- a/R/duplicates.R +++ b/R/duplicates.R @@ -4,7 +4,7 @@ #' #' #' @details -#' Many {admiral} function check that the input dataset contains only one record +#' Many `{admiral}` function check that the input dataset contains only one record #' per `by_vars` group and throw an error otherwise. The `get_duplicates_dataset()` #' function allows one to retrieve the duplicate records that lead to an error. #' diff --git a/man/atoxgr_criteria_ctcv4.Rd b/man/atoxgr_criteria_ctcv4.Rd index 00e0a8ee32..c5bd444b31 100644 --- a/man/atoxgr_criteria_ctcv4.Rd +++ b/man/atoxgr_criteria_ctcv4.Rd @@ -41,7 +41,7 @@ value. 'L' is for LOW values, 'H' is for HIGH values. Note: the variable is case Note: Variables \code{SOC}, \code{TERM}, \verb{Grade 1}, \verb{Grade 2},\verb{Grade 3},\verb{Grade 4},\verb{Grade 5}, \code{Definition} are from the source document on NCI-CTC website defining the grading criteria. \href{https://ctep.cancer.gov/protocoldevelopment/electronic_applications/ctc.htm#ctc_40}{\strong{Common Terminology Criteria for Adverse Events (CTCAE)v4.0}} -From these variables only 'TERM' is used in the {admiral} code, the rest are for information and +From these variables only 'TERM' is used in the \code{{admiral}} code, the rest are for information and traceability only. } \seealso{ diff --git a/man/atoxgr_criteria_ctcv5.Rd b/man/atoxgr_criteria_ctcv5.Rd index 70a3ef5aaa..31d09fa7ea 100644 --- a/man/atoxgr_criteria_ctcv5.Rd +++ b/man/atoxgr_criteria_ctcv5.Rd @@ -41,7 +41,7 @@ value. 'L' is for LOW values, 'H' is for HIGH values. Note: the variable is case Note: Variables \code{SOC}, \code{TERM}, \verb{Grade 1}, \verb{Grade 2},\verb{Grade 3},\verb{Grade 4},\verb{Grade 5}, \code{Definition} are from the source document on NCI-CTC website defining the grading criteria. \href{https://ctep.cancer.gov/protocoldevelopment/electronic_applications/ctc.htm#ctc_50}{\strong{Common Terminology Criteria for Adverse Events (CTCAE)v5.0}} -From these variables only 'TERM' is used in the {admiral} code, the rest are for information and +From these variables only 'TERM' is used in the \code{{admiral}} code, the rest are for information and traceability only. } \seealso{ diff --git a/man/atoxgr_criteria_daids.Rd b/man/atoxgr_criteria_daids.Rd index c17e78adae..38bf96c953 100644 --- a/man/atoxgr_criteria_daids.Rd +++ b/man/atoxgr_criteria_daids.Rd @@ -43,7 +43,7 @@ value. 'L' is for LOW values, 'H' is for HIGH values. Note: the variable is case Note: Variables \code{SOC}, \code{TERM}, \code{SUBGROUP}, \verb{Grade 1}, \verb{Grade 2},\verb{Grade 3},\verb{Grade 4},\verb{Grade 5}, \code{Definition} are from the source document on DAIDS website defining the grading criteria. [Division of AIDS (DAIDS) Table for Grading the Severity of Adult and Pediatric Adverse Events -From these variables only 'TERM' is used in the {admiral} code, the rest are for information and +From these variables only 'TERM' is used in the \code{{admiral}} code, the rest are for information and traceability only. } \seealso{ diff --git a/man/derive_vars_dt.Rd b/man/derive_vars_dt.Rd index 1dbc3fb6b4..b79a07db63 100644 --- a/man/derive_vars_dt.Rd +++ b/man/derive_vars_dt.Rd @@ -132,7 +132,7 @@ The date can be imputed (see \code{date_imputation} argument) and the date imputation flag ('\verb{--DTF'}) can be added. } \details{ -In {admiral} we don't allow users to pick any single part of the date/time to +In \code{{admiral}} we don't allow users to pick any single part of the date/time to impute, we only enable to impute up to a highest level, i.e. you couldn't choose to say impute months, but not days. diff --git a/man/derive_vars_dtm.Rd b/man/derive_vars_dtm.Rd index f8bbd4f8c0..9732dd7ddf 100644 --- a/man/derive_vars_dtm.Rd +++ b/man/derive_vars_dtm.Rd @@ -168,7 +168,7 @@ The date and time can be imputed (see \code{date_imputation}/\code{time_imputati and the date/time imputation flag (\code{'--DTF'}, \code{'--TMF'}) can be added. } \details{ -In {admiral} we don't allow users to pick any single part of the date/time to +In \code{{admiral}} we don't allow users to pick any single part of the date/time to impute, we only enable to impute up to a highest level, i.e. you couldn't choose to say impute months, but not days. diff --git a/man/derive_vars_dtm_to_tm.Rd b/man/derive_vars_dtm_to_tm.Rd index 9d107f2f2c..8d4bbeaffc 100644 --- a/man/derive_vars_dtm_to_tm.Rd +++ b/man/derive_vars_dtm_to_tm.Rd @@ -25,7 +25,7 @@ This function creates time variable(s) as output from datetime variable(s) \details{ The names of the newly added variables are automatically set by replacing the \code{--DTM} suffix of the \code{source_vars} with \code{--TM}. The \code{--TM} variables are created -using the {hms} package. +using the \code{{hms}} package. } \examples{ library(tibble) diff --git a/man/get_duplicates_dataset.Rd b/man/get_duplicates_dataset.Rd index 59efe4fdcd..06ddf8112f 100644 --- a/man/get_duplicates_dataset.Rd +++ b/man/get_duplicates_dataset.Rd @@ -13,7 +13,7 @@ A \code{data.frame} or \code{NULL} Get Duplicate Records that Led to a Prior Error } \details{ -Many {admiral} function check that the input dataset contains only one record +Many \code{{admiral}} function check that the input dataset contains only one record per \code{by_vars} group and throw an error otherwise. The \code{get_duplicates_dataset()} function allows one to retrieve the duplicate records that lead to an error. diff --git a/tests/testthat/test-derive_var_dthcaus.R b/tests/testthat/test-derive_var_dthcaus.R index c9b6997a8d..5961512804 100644 --- a/tests/testthat/test-derive_var_dthcaus.R +++ b/tests/testthat/test-derive_var_dthcaus.R @@ -414,8 +414,8 @@ test_that("derive_var_dthcaus Test 8: `dataset` is sorted using the `order` para expect_dfs_equal(expected_output, actual_output, keys = "USUBJID") }) -## Test 9: returns a error when traceability_vars is used ---- -test_that("derive_var_dthcaus Test 9: returns a error when traceability_vars is used", { +## Test 9: returns a warning when traceability_vars is used ---- +test_that("derive_var_dthcaus Test 9: returns a warning when traceability_vars is used", { ae <- tibble::tribble( ~STUDYID, ~USUBJID, ~AESEQ, ~AEDECOD, ~AEOUT, ~AEDTHDTC, "TEST01", "PAT01", 12, "SUDDEN DEATH", "FATAL", "2021-04-04" @@ -437,3 +437,115 @@ test_that("derive_var_dthcaus Test 9: returns a error when traceability_vars is class = "lifecycle_error_deprecated" ) }) + +## Test 10: multiple observations from different sources ---- +test_that("derive_var_dthcaus Test 10: multiple observations from different sources", { + expected <- tibble::tribble( + ~STUDYID, ~USUBJID, ~DTHCAUS, + "TEST01", "PAT01", "SUDDEN DEATH", + "TEST01", "PAT02", NA_character_, + "TEST01", "PAT03", "DEATH DUE TO progression of disease" + ) + + adsl <- select(expected, -DTHCAUS) + + ae <- tibble::tribble( + ~STUDYID, ~USUBJID, ~AESEQ, ~AEDECOD, ~AEOUT, ~AEDTHDTC, + "TEST01", "PAT01", 12, "SUDDEN DEATH", "FATAL", "2021-04-04" + ) %>% + mutate( + AEDTHDT = ymd(AEDTHDTC) + ) + + ds <- tibble::tribble( + ~STUDYID, ~USUBJID, ~DSSEQ, ~DSDECOD, ~DSTERM, ~DSSTDTC, + "TEST01", "PAT01", 4, "DEATH", "DEATH DUE TO progression of disease", "2021-04-05", + "TEST01", "PAT02", 1, "INFORMED CONSENT OBTAINED", "INFORMED CONSENT OBTAINED", "2021-04-02", + "TEST01", "PAT02", 2, "RANDOMIZATION", "RANDOMIZATION", "2021-04-11", + "TEST01", "PAT02", 3, "COMPLETED", "PROTOCOL COMPLETED", "2021-12-01", + "TEST01", "PAT03", 1, "DEATH", "DEATH DUE TO progression of disease", "2021-04-07", + "TEST01", "PAT03", 2, "RANDOMIZATION", "RANDOMIZATION", "2021-04-11", + "TEST01", "PAT03", 3, "COMPLETED", "PROTOCOL COMPLETED", "2021-12-01" + ) + + # Derive `DTHCAUS` only - for on-study deaths only + src_ae <- dthcaus_source( + dataset_name = "ae", + filter = AEOUT == "FATAL", + date = convert_dtc_to_dt(AEDTHDTC), + mode = "first", + dthcaus = AEDECOD + ) + + src_ds <- dthcaus_source( + dataset_name = "ds", + filter = DSDECOD == "DEATH" & grepl("DEATH DUE TO", DSTERM), + date = convert_dtc_to_dt(DSSTDTC), + mode = "first", + dthcaus = DSTERM + ) + actual <- adsl %>% + derive_var_dthcaus(src_ae, src_ds, source_datasets = list(ae = ae, ds = ds)) + + expect_dfs_equal( + base = expected, + compare = actual, + keys = c("USUBJID") + ) +}) + +## Test 11: multiple observations from different sources with same date ---- +test_that("derive_var_dthcaus Test 11: multiple observations with same date", { + expected <- tibble::tribble( + ~STUDYID, ~USUBJID, ~DTHCAUS, + "TEST01", "PAT01", "SUDDEN DEATH", + "TEST01", "PAT02", NA_character_, + "TEST01", "PAT03", "DEATH DUE TO progression of disease" + ) + + adsl <- select(expected, -DTHCAUS) + + ae <- tibble::tribble( + ~STUDYID, ~USUBJID, ~AESEQ, ~AEDECOD, ~AEOUT, ~AEDTHDTC, + "TEST01", "PAT01", 12, "SUDDEN DEATH", "FATAL", "2021-04-05" + ) %>% + mutate( + AEDTHDT = ymd(AEDTHDTC) + ) + + ds <- tibble::tribble( + ~STUDYID, ~USUBJID, ~DSSEQ, ~DSDECOD, ~DSTERM, ~DSSTDTC, + "TEST01", "PAT01", 4, "DEATH", "DEATH DUE TO progression of disease", "2021-04-05", + "TEST01", "PAT02", 1, "INFORMED CONSENT OBTAINED", "INFORMED CONSENT OBTAINED", "2021-04-02", + "TEST01", "PAT02", 2, "RANDOMIZATION", "RANDOMIZATION", "2021-04-11", + "TEST01", "PAT02", 3, "COMPLETED", "PROTOCOL COMPLETED", "2021-12-01", + "TEST01", "PAT03", 1, "DEATH", "DEATH DUE TO progression of disease", "2021-04-07", + "TEST01", "PAT03", 2, "RANDOMIZATION", "RANDOMIZATION", "2021-04-11", + "TEST01", "PAT03", 3, "COMPLETED", "PROTOCOL COMPLETED", "2021-12-01" + ) + + # Derive `DTHCAUS` only - for on-study deaths only + src_ae <- dthcaus_source( + dataset_name = "ae", + filter = AEOUT == "FATAL", + date = convert_dtc_to_dt(AEDTHDTC), + mode = "first", + dthcaus = AEDECOD + ) + + src_ds <- dthcaus_source( + dataset_name = "ds", + filter = DSDECOD == "DEATH" & grepl("DEATH DUE TO", DSTERM), + date = convert_dtc_to_dt(DSSTDTC), + mode = "first", + dthcaus = DSTERM + ) + actual <- adsl %>% + derive_var_dthcaus(src_ae, src_ds, source_datasets = list(ae = ae, ds = ds)) + + expect_dfs_equal( + base = expected, + compare = actual, + keys = c("USUBJID") + ) +}) From ca8455c0a307f87496b6bd66de3ecebb423fedba Mon Sep 17 00:00:00 2001 From: Sophie Shapcott <90790226+sophie-gem@users.noreply.github.com> Date: Mon, 23 Oct 2023 14:37:28 +0100 Subject: [PATCH 02/98] Closes #2127 Update website navbar with two buttons for slack and github issues. (#2182) * #2127 Update _pkgdown.yml navbar with two buttons. One for slack and one for issue reporting. * docs: #2127 NEWS blurb --------- Co-authored-by: Ben Straub --- NEWS.md | 2 ++ _pkgdown.yml | 10 +++++++++- 2 files changed, 11 insertions(+), 1 deletion(-) diff --git a/NEWS.md b/NEWS.md index 1864b48ce0..712816b14a 100644 --- a/NEWS.md +++ b/NEWS.md @@ -56,6 +56,8 @@ were enhanced such that more than one summary variable can be derived, e.g., ## Various +- Website now has button/links to Slack channel and GitHub Issues (#2127) + # admiral 0.12.3 - Fixed a bug in `derive_var_dthcaus()` where if a subject has observations in diff --git a/_pkgdown.yml b/_pkgdown.yml index bc8581f9fd..9d25486b16 100644 --- a/_pkgdown.yml +++ b/_pkgdown.yml @@ -145,6 +145,7 @@ reference: navbar: structure: left: [getstarted, reference, articles, community, news] + right: [search, slack, newissue, github] components: getstarted: text: Get Started @@ -199,5 +200,12 @@ navbar: href: articles/lab_grading.html - text: Hy's Law Implementation href: articles/hys_law.html - + slack: + icon: fa-slack + href: https://app.slack.com/client/T028PB489D3/C02M8KN8269 + aria-label: Slack + newissue: + icon: fa-bug + href: https://github.com/pharmaverse/admiral/issues/new/choose + aria-label: New Issue From 1ebc258bfbcb1d57ad1872c8586727188adaab4f Mon Sep 17 00:00:00 2001 From: Daniel Sjoberg Date: Mon, 23 Oct 2023 08:04:15 -0700 Subject: [PATCH 03/98] Closes #2135 `preserve=` argument description update (#2173) preserve arg doc update --- R/derive_date_vars.R | 4 +++- man/convert_date_to_dtm.Rd | 4 +++- man/convert_dtc_to_dtm.Rd | 4 +++- man/derive_vars_dtm.Rd | 4 +++- man/impute_dtc_dtm.Rd | 4 +++- 5 files changed, 15 insertions(+), 5 deletions(-) diff --git a/R/derive_date_vars.R b/R/derive_date_vars.R index 183e094227..aa3a81f49c 100644 --- a/R/derive_date_vars.R +++ b/R/derive_date_vars.R @@ -101,7 +101,9 @@ #' `"23:59:59"`. Specifying date variables makes sense only if the date is #' imputed. If only time is imputed, date variables do not affect the result. -#' @param preserve Preserve day if month is missing and day is present +#' @param preserve Preserve lower level date/time part when higher order part +#' is missing, e.g. preserve day if month is missing or +#' preserve minute when hour is missing. #' #' For example `"2019---07"` would return `"2019-06-07` if `preserve = TRUE` #' (and `date_imputation = "mid"`). diff --git a/man/convert_date_to_dtm.Rd b/man/convert_date_to_dtm.Rd index d15849dade..1fc0e944e1 100644 --- a/man/convert_date_to_dtm.Rd +++ b/man/convert_date_to_dtm.Rd @@ -113,7 +113,9 @@ For date variables (not datetime) in the list the time is imputed to \code{"23:59:59"}. Specifying date variables makes sense only if the date is imputed. If only time is imputed, date variables do not affect the result.} -\item{preserve}{Preserve day if month is missing and day is present +\item{preserve}{Preserve lower level date/time part when higher order part +is missing, e.g. preserve day if month is missing or +preserve minute when hour is missing. For example \code{"2019---07"} would return \verb{"2019-06-07} if \code{preserve = TRUE} (and \code{date_imputation = "mid"}). diff --git a/man/convert_dtc_to_dtm.Rd b/man/convert_dtc_to_dtm.Rd index 3d612f2092..3892f5e340 100644 --- a/man/convert_dtc_to_dtm.Rd +++ b/man/convert_dtc_to_dtm.Rd @@ -111,7 +111,9 @@ For date variables (not datetime) in the list the time is imputed to \code{"23:59:59"}. Specifying date variables makes sense only if the date is imputed. If only time is imputed, date variables do not affect the result.} -\item{preserve}{Preserve day if month is missing and day is present +\item{preserve}{Preserve lower level date/time part when higher order part +is missing, e.g. preserve day if month is missing or +preserve minute when hour is missing. For example \code{"2019---07"} would return \verb{"2019-06-07} if \code{preserve = TRUE} (and \code{date_imputation = "mid"}). diff --git a/man/derive_vars_dtm.Rd b/man/derive_vars_dtm.Rd index 9732dd7ddf..be218fac44 100644 --- a/man/derive_vars_dtm.Rd +++ b/man/derive_vars_dtm.Rd @@ -140,7 +140,9 @@ For date variables (not datetime) in the list the time is imputed to \code{"23:59:59"}. Specifying date variables makes sense only if the date is imputed. If only time is imputed, date variables do not affect the result.} -\item{preserve}{Preserve day if month is missing and day is present +\item{preserve}{Preserve lower level date/time part when higher order part +is missing, e.g. preserve day if month is missing or +preserve minute when hour is missing. For example \code{"2019---07"} would return \verb{"2019-06-07} if \code{preserve = TRUE} (and \code{date_imputation = "mid"}). diff --git a/man/impute_dtc_dtm.Rd b/man/impute_dtc_dtm.Rd index 8e0f8c0e8c..8abafde845 100644 --- a/man/impute_dtc_dtm.Rd +++ b/man/impute_dtc_dtm.Rd @@ -115,7 +115,9 @@ For date variables (not datetime) in the list the time is imputed to \code{"23:59:59"}. Specifying date variables makes sense only if the date is imputed. If only time is imputed, date variables do not affect the result.} -\item{preserve}{Preserve day if month is missing and day is present +\item{preserve}{Preserve lower level date/time part when higher order part +is missing, e.g. preserve day if month is missing or +preserve minute when hour is missing. For example \code{"2019---07"} would return \verb{"2019-06-07} if \code{preserve = TRUE} (and \code{date_imputation = "mid"}). From dd8f8d9c3d7493ba69e5a6b3261ab9a3fcc66983 Mon Sep 17 00:00:00 2001 From: Daniel Sjoberg Date: Wed, 25 Oct 2023 13:00:02 -0700 Subject: [PATCH 04/98] Closes #2141 Superseded `derive_param_extreme_record()` (#2174) * superseded fun * Update NEWS.md * added badge * doc update * feat: #2141 supersede section * chore: #2141 docs --------- Co-authored-by: Zelos Zhu Co-authored-by: Ben Straub --- NEWS.md | 5 +++++ R/derive_param_extreme_record.R | 8 ++++++-- _pkgdown.yml | 16 +++++----------- man/default_qtc_paramcd.Rd | 1 - man/derive_expected_records.Rd | 1 - man/derive_extreme_event.Rd | 1 - man/derive_extreme_records.Rd | 1 - man/derive_locf_records.Rd | 1 - man/derive_param_bmi.Rd | 1 - man/derive_param_bsa.Rd | 1 - man/derive_param_computed.Rd | 1 - man/derive_param_doseint.Rd | 1 - man/derive_param_exist_flag.Rd | 1 - man/derive_param_exposure.Rd | 1 - man/derive_param_extreme_record.Rd | 27 +++++---------------------- man/derive_param_framingham.Rd | 1 - man/derive_param_map.Rd | 1 - man/derive_param_qtc.Rd | 1 - man/derive_param_rr.Rd | 1 - man/derive_param_wbc_abs.Rd | 1 - man/derive_summary_records.Rd | 1 - 21 files changed, 21 insertions(+), 52 deletions(-) diff --git a/NEWS.md b/NEWS.md index 712816b14a..f4732e6a7c 100644 --- a/NEWS.md +++ b/NEWS.md @@ -48,12 +48,17 @@ were enhanced such that more than one summary variable can be derived, e.g., - `derive_expected_records(dataset_expected_obs)` - `derive_var_ontrtfl(span_period)` +- The `derive_param_extreme_record()` function has been superseded in favor of `derive_extreme_event()`. (#2141) + ## Documentation - A way to standardize roxygen labels and descriptions for function arguments was implemented and tested (#2034) - Link to published CDISC Population PK (ADPPK) implementation guide added. (#2161) +- Removed Deprecation section in Reference tab. Added new Superseded section in +Reference tab. (#2174) + ## Various - Website now has button/links to Slack channel and GitHub Issues (#2127) diff --git a/R/derive_param_extreme_record.R b/R/derive_param_extreme_record.R index e55431b7ea..cf31b829c3 100644 --- a/R/derive_param_extreme_record.R +++ b/R/derive_param_extreme_record.R @@ -1,5 +1,9 @@ #' Adds a Parameter Based on First or Last Record from Multiple Sources #' +#' @description +#' `r lifecycle::badge("superseded")` The `derive_param_extreme_record()` +#' function has been superseded in favor of `derive_extreme_event()`. +#' #' Generates parameter based on the first or last observation from multiple #' source datasets, based on user-defined filter, order and by group criteria. #' All variables of the selected observation are kept. @@ -71,8 +75,8 @@ #' The input dataset with the first or last observation of each by group #' added as new observations. #' -#' @family der_prm_bds_findings -#' @keywords der_prm_bds_findings +#' @family superseded +#' @keywords superseded #' #' @export #' @examples diff --git a/_pkgdown.yml b/_pkgdown.yml index 9d25486b16..4e0842e54e 100644 --- a/_pkgdown.yml +++ b/_pkgdown.yml @@ -128,19 +128,13 @@ reference: contents: - has_keyword('reexport') -- title: Deprecated +- title: Superseded desc: | - As `{admiral}` is still evolving, functions/parameters may need to be removed or replaced over time. In such cases, the function/parameter will enter the following 6-month deprecation cycle: - - * In the first release (0-3 months), there will be a warning issued if you use the function/parameter, but it will still be available to use. - * In the following release (3-6 months), an error will be produced if you use the function/parameter. - * Finally, from the 3rd release (6 months) onwards, the function/parameter will be removed from `{admiral}` and its documentation completely. - - *Note: Guidance on replacement functionality can be found in the warning/error message produced or in the function's documentation.* - - Below, you can find a list of functions in the process of being deprecated: + Superseded functions have been replaced with better functions. However, we + will not be removing these functions from `{admiral}`. We do strongly + encourage you to make the switch over. contents: - - has_keyword("deprecated") + - has_keyword("superseded") navbar: structure: diff --git a/man/default_qtc_paramcd.Rd b/man/default_qtc_paramcd.Rd index ae579dc2e3..8cedfe072a 100644 --- a/man/default_qtc_paramcd.Rd +++ b/man/default_qtc_paramcd.Rd @@ -35,7 +35,6 @@ BDS-Findings Functions for adding Parameters/Records: \code{\link{derive_param_doseint}()}, \code{\link{derive_param_exist_flag}()}, \code{\link{derive_param_exposure}()}, -\code{\link{derive_param_extreme_record}()}, \code{\link{derive_param_framingham}()}, \code{\link{derive_param_map}()}, \code{\link{derive_param_qtc}()}, diff --git a/man/derive_expected_records.Rd b/man/derive_expected_records.Rd index 43bbe10b66..b66673c9dd 100644 --- a/man/derive_expected_records.Rd +++ b/man/derive_expected_records.Rd @@ -109,7 +109,6 @@ BDS-Findings Functions for adding Parameters/Records: \code{\link{derive_param_doseint}()}, \code{\link{derive_param_exist_flag}()}, \code{\link{derive_param_exposure}()}, -\code{\link{derive_param_extreme_record}()}, \code{\link{derive_param_framingham}()}, \code{\link{derive_param_map}()}, \code{\link{derive_param_qtc}()}, diff --git a/man/derive_extreme_event.Rd b/man/derive_extreme_event.Rd index e61c514891..c21de5a24c 100644 --- a/man/derive_extreme_event.Rd +++ b/man/derive_extreme_event.Rd @@ -385,7 +385,6 @@ BDS-Findings Functions for adding Parameters/Records: \code{\link{derive_param_doseint}()}, \code{\link{derive_param_exist_flag}()}, \code{\link{derive_param_exposure}()}, -\code{\link{derive_param_extreme_record}()}, \code{\link{derive_param_framingham}()}, \code{\link{derive_param_map}()}, \code{\link{derive_param_qtc}()}, diff --git a/man/derive_extreme_records.Rd b/man/derive_extreme_records.Rd index a394c9b104..48b88a38ac 100644 --- a/man/derive_extreme_records.Rd +++ b/man/derive_extreme_records.Rd @@ -302,7 +302,6 @@ BDS-Findings Functions for adding Parameters/Records: \code{\link{derive_param_doseint}()}, \code{\link{derive_param_exist_flag}()}, \code{\link{derive_param_exposure}()}, -\code{\link{derive_param_extreme_record}()}, \code{\link{derive_param_framingham}()}, \code{\link{derive_param_map}()}, \code{\link{derive_param_qtc}()}, diff --git a/man/derive_locf_records.Rd b/man/derive_locf_records.Rd index dc8cb92d95..8d606fdad4 100644 --- a/man/derive_locf_records.Rd +++ b/man/derive_locf_records.Rd @@ -135,7 +135,6 @@ BDS-Findings Functions for adding Parameters/Records: \code{\link{derive_param_doseint}()}, \code{\link{derive_param_exist_flag}()}, \code{\link{derive_param_exposure}()}, -\code{\link{derive_param_extreme_record}()}, \code{\link{derive_param_framingham}()}, \code{\link{derive_param_map}()}, \code{\link{derive_param_qtc}()}, diff --git a/man/derive_param_bmi.Rd b/man/derive_param_bmi.Rd index ecca7410dc..1696b634d0 100644 --- a/man/derive_param_bmi.Rd +++ b/man/derive_param_bmi.Rd @@ -178,7 +178,6 @@ BDS-Findings Functions for adding Parameters/Records: \code{\link{derive_param_doseint}()}, \code{\link{derive_param_exist_flag}()}, \code{\link{derive_param_exposure}()}, -\code{\link{derive_param_extreme_record}()}, \code{\link{derive_param_framingham}()}, \code{\link{derive_param_map}()}, \code{\link{derive_param_qtc}()}, diff --git a/man/derive_param_bsa.Rd b/man/derive_param_bsa.Rd index 78a98814e6..d8a3e4d5c6 100644 --- a/man/derive_param_bsa.Rd +++ b/man/derive_param_bsa.Rd @@ -203,7 +203,6 @@ BDS-Findings Functions for adding Parameters/Records: \code{\link{derive_param_doseint}()}, \code{\link{derive_param_exist_flag}()}, \code{\link{derive_param_exposure}()}, -\code{\link{derive_param_extreme_record}()}, \code{\link{derive_param_framingham}()}, \code{\link{derive_param_map}()}, \code{\link{derive_param_qtc}()}, diff --git a/man/derive_param_computed.Rd b/man/derive_param_computed.Rd index 88002805cb..145d7fb85c 100644 --- a/man/derive_param_computed.Rd +++ b/man/derive_param_computed.Rd @@ -309,7 +309,6 @@ BDS-Findings Functions for adding Parameters/Records: \code{\link{derive_param_doseint}()}, \code{\link{derive_param_exist_flag}()}, \code{\link{derive_param_exposure}()}, -\code{\link{derive_param_extreme_record}()}, \code{\link{derive_param_framingham}()}, \code{\link{derive_param_map}()}, \code{\link{derive_param_qtc}()}, diff --git a/man/derive_param_doseint.Rd b/man/derive_param_doseint.Rd index 877ac7d3ad..842ef9cc8d 100644 --- a/man/derive_param_doseint.Rd +++ b/man/derive_param_doseint.Rd @@ -148,7 +148,6 @@ BDS-Findings Functions for adding Parameters/Records: \code{\link{derive_param_computed}()}, \code{\link{derive_param_exist_flag}()}, \code{\link{derive_param_exposure}()}, -\code{\link{derive_param_extreme_record}()}, \code{\link{derive_param_framingham}()}, \code{\link{derive_param_map}()}, \code{\link{derive_param_qtc}()}, diff --git a/man/derive_param_exist_flag.Rd b/man/derive_param_exist_flag.Rd index f56fdbb032..415d4c8c28 100644 --- a/man/derive_param_exist_flag.Rd +++ b/man/derive_param_exist_flag.Rd @@ -183,7 +183,6 @@ BDS-Findings Functions for adding Parameters/Records: \code{\link{derive_param_computed}()}, \code{\link{derive_param_doseint}()}, \code{\link{derive_param_exposure}()}, -\code{\link{derive_param_extreme_record}()}, \code{\link{derive_param_framingham}()}, \code{\link{derive_param_map}()}, \code{\link{derive_param_qtc}()}, diff --git a/man/derive_param_exposure.Rd b/man/derive_param_exposure.Rd index c946090150..e54fd5704d 100644 --- a/man/derive_param_exposure.Rd +++ b/man/derive_param_exposure.Rd @@ -160,7 +160,6 @@ BDS-Findings Functions for adding Parameters/Records: \code{\link{derive_param_computed}()}, \code{\link{derive_param_doseint}()}, \code{\link{derive_param_exist_flag}()}, -\code{\link{derive_param_extreme_record}()}, \code{\link{derive_param_framingham}()}, \code{\link{derive_param_map}()}, \code{\link{derive_param_qtc}()}, diff --git a/man/derive_param_extreme_record.Rd b/man/derive_param_extreme_record.Rd index 6660b91d3f..3b68ae01d2 100644 --- a/man/derive_param_extreme_record.Rd +++ b/man/derive_param_extreme_record.Rd @@ -72,6 +72,9 @@ The input dataset with the first or last observation of each by group added as new observations. } \description{ +\ifelse{html}{\href{https://lifecycle.r-lib.org/articles/stages.html#superseded}{\figure{lifecycle-superseded.svg}{options: alt='[Superseded]'}}}{\strong{[Superseded]}} The \code{derive_param_extreme_record()} +function has been superseded in favor of \code{derive_extreme_event()}. + Generates parameter based on the first or last observation from multiple source datasets, based on user-defined filter, order and by group criteria. All variables of the selected observation are kept. @@ -138,25 +141,5 @@ derive_param_extreme_record( ) ) } -\seealso{ -BDS-Findings Functions for adding Parameters/Records: -\code{\link{default_qtc_paramcd}()}, -\code{\link{derive_expected_records}()}, -\code{\link{derive_extreme_event}()}, -\code{\link{derive_extreme_records}()}, -\code{\link{derive_locf_records}()}, -\code{\link{derive_param_bmi}()}, -\code{\link{derive_param_bsa}()}, -\code{\link{derive_param_computed}()}, -\code{\link{derive_param_doseint}()}, -\code{\link{derive_param_exist_flag}()}, -\code{\link{derive_param_exposure}()}, -\code{\link{derive_param_framingham}()}, -\code{\link{derive_param_map}()}, -\code{\link{derive_param_qtc}()}, -\code{\link{derive_param_rr}()}, -\code{\link{derive_param_wbc_abs}()}, -\code{\link{derive_summary_records}()} -} -\concept{der_prm_bds_findings} -\keyword{der_prm_bds_findings} +\concept{superseded} +\keyword{superseded} diff --git a/man/derive_param_framingham.Rd b/man/derive_param_framingham.Rd index 8aec00eec6..c0af0dd586 100644 --- a/man/derive_param_framingham.Rd +++ b/man/derive_param_framingham.Rd @@ -244,7 +244,6 @@ BDS-Findings Functions for adding Parameters/Records: \code{\link{derive_param_doseint}()}, \code{\link{derive_param_exist_flag}()}, \code{\link{derive_param_exposure}()}, -\code{\link{derive_param_extreme_record}()}, \code{\link{derive_param_map}()}, \code{\link{derive_param_qtc}()}, \code{\link{derive_param_rr}()}, diff --git a/man/derive_param_map.Rd b/man/derive_param_map.Rd index 472e26bd56..40f437bd82 100644 --- a/man/derive_param_map.Rd +++ b/man/derive_param_map.Rd @@ -154,7 +154,6 @@ BDS-Findings Functions for adding Parameters/Records: \code{\link{derive_param_doseint}()}, \code{\link{derive_param_exist_flag}()}, \code{\link{derive_param_exposure}()}, -\code{\link{derive_param_extreme_record}()}, \code{\link{derive_param_framingham}()}, \code{\link{derive_param_qtc}()}, \code{\link{derive_param_rr}()}, diff --git a/man/derive_param_qtc.Rd b/man/derive_param_qtc.Rd index 594b7b1cd3..5840aaf545 100644 --- a/man/derive_param_qtc.Rd +++ b/man/derive_param_qtc.Rd @@ -152,7 +152,6 @@ BDS-Findings Functions for adding Parameters/Records: \code{\link{derive_param_doseint}()}, \code{\link{derive_param_exist_flag}()}, \code{\link{derive_param_exposure}()}, -\code{\link{derive_param_extreme_record}()}, \code{\link{derive_param_framingham}()}, \code{\link{derive_param_map}()}, \code{\link{derive_param_rr}()}, diff --git a/man/derive_param_rr.Rd b/man/derive_param_rr.Rd index ddf944a837..7ce0684b56 100644 --- a/man/derive_param_rr.Rd +++ b/man/derive_param_rr.Rd @@ -115,7 +115,6 @@ BDS-Findings Functions for adding Parameters/Records: \code{\link{derive_param_doseint}()}, \code{\link{derive_param_exist_flag}()}, \code{\link{derive_param_exposure}()}, -\code{\link{derive_param_extreme_record}()}, \code{\link{derive_param_framingham}()}, \code{\link{derive_param_map}()}, \code{\link{derive_param_qtc}()}, diff --git a/man/derive_param_wbc_abs.Rd b/man/derive_param_wbc_abs.Rd index 15c8555dc6..86b506accc 100644 --- a/man/derive_param_wbc_abs.Rd +++ b/man/derive_param_wbc_abs.Rd @@ -126,7 +126,6 @@ BDS-Findings Functions for adding Parameters/Records: \code{\link{derive_param_doseint}()}, \code{\link{derive_param_exist_flag}()}, \code{\link{derive_param_exposure}()}, -\code{\link{derive_param_extreme_record}()}, \code{\link{derive_param_framingham}()}, \code{\link{derive_param_map}()}, \code{\link{derive_param_qtc}()}, diff --git a/man/derive_summary_records.Rd b/man/derive_summary_records.Rd index eba2324687..d706207c86 100644 --- a/man/derive_summary_records.Rd +++ b/man/derive_summary_records.Rd @@ -183,7 +183,6 @@ BDS-Findings Functions for adding Parameters/Records: \code{\link{derive_param_doseint}()}, \code{\link{derive_param_exist_flag}()}, \code{\link{derive_param_exposure}()}, -\code{\link{derive_param_extreme_record}()}, \code{\link{derive_param_framingham}()}, \code{\link{derive_param_map}()}, \code{\link{derive_param_qtc}()}, From ae0fcdb6eff67779b92a2b26fa32d742fd14263c Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Daphn=C3=A9=20Grasselly?= <56442075+dgrassellyb@users.noreply.github.com> Date: Thu, 26 Oct 2023 12:16:31 +0200 Subject: [PATCH 05/98] update templates (#2193) * update templates * fix typo * fix style --- .github/workflows/templates.yml | 6 +++--- inst/templates/ad_adae.R | 8 ++++++-- inst/templates/ad_adcm.R | 8 ++++++-- inst/templates/ad_adeg.R | 8 ++++++-- inst/templates/ad_adex.R | 8 ++++++-- inst/templates/ad_adlb.R | 8 ++++++-- inst/templates/ad_adlbhy.R | 7 +++++++ inst/templates/ad_admh.R | 8 ++++++-- inst/templates/ad_adpc.R | 8 ++++++-- inst/templates/ad_adpp.R | 8 ++++++-- inst/templates/ad_adppk.R | 8 ++++++-- inst/templates/ad_adsl.R | 8 ++++++-- inst/templates/ad_advs.R | 8 ++++++-- 13 files changed, 76 insertions(+), 25 deletions(-) diff --git a/.github/workflows/templates.yml b/.github/workflows/templates.yml index 58d8cbc9f6..dc72a4d3ad 100644 --- a/.github/workflows/templates.yml +++ b/.github/workflows/templates.yml @@ -1,4 +1,3 @@ ---- name: Check Templates on: @@ -6,12 +5,13 @@ on: pull_request: branches: - main - - patch + - devel jobs: templates: name: Check Templates uses: pharmaverse/admiralci/.github/workflows/check-templates.yml@main - if: github.event_name == 'pull_request' + secrets: inherit with: r-version: "4.1" + push-templates-data: true \ No newline at end of file diff --git a/inst/templates/ad_adae.R b/inst/templates/ad_adae.R index e9a5e64480..f3659ac1f3 100644 --- a/inst/templates/ad_adae.R +++ b/inst/templates/ad_adae.R @@ -133,5 +133,9 @@ adae <- adae %>% # Save output ---- -dir <- tempdir() # Change to whichever directory you want to save the dataset in -saveRDS(adae, file = file.path(dir, "adae.rds"), compress = "bzip2") +dir <- file.path(getwd(), "tmp") +if (!file.exists(dir)) { + # Create the folder + dir.create(dir) +} +save(adae, file = file.path(dir, "adae.rda"), compress = "bzip2") diff --git a/inst/templates/ad_adcm.R b/inst/templates/ad_adcm.R index 2b72783349..21a8f0091b 100644 --- a/inst/templates/ad_adcm.R +++ b/inst/templates/ad_adcm.R @@ -138,5 +138,9 @@ adcm <- adcm %>% # Save output ---- -dir <- tempdir() # Change to whichever directory you want to save the dataset in -saveRDS(adcm, file = file.path(dir, "adcm.rds"), compress = "bzip2") +dir <- file.path(getwd(), "tmp") +if (!file.exists(dir)) { + # Create the folder + dir.create(dir) +} +save(adcm, file = file.path(dir, "adcm.rda"), compress = "bzip2") diff --git a/inst/templates/ad_adeg.R b/inst/templates/ad_adeg.R index a7e4d5d7b8..a0092e1af0 100644 --- a/inst/templates/ad_adeg.R +++ b/inst/templates/ad_adeg.R @@ -330,5 +330,9 @@ adeg <- adeg %>% # Save output ---- -dir <- tempdir() # Change to whichever directory you want to save the dataset in -saveRDS(adeg, file = file.path(dir, "adeg.rds"), compress = "bzip2") +dir <- file.path(getwd(), "tmp") +if (!file.exists(dir)) { + # Create the folder + dir.create(dir) +} +save(adeg, file = file.path(dir, "adeg.rda"), compress = "bzip2") diff --git a/inst/templates/ad_adex.R b/inst/templates/ad_adex.R index aa6f5b40d3..a7d6737056 100644 --- a/inst/templates/ad_adex.R +++ b/inst/templates/ad_adex.R @@ -302,5 +302,9 @@ adex <- adex %>% # Save output ---- -dir <- tempdir() # Change to whichever directory you want to save the dataset in -saveRDS(adex, file = file.path(dir, "adex.rds"), compress = "bzip2") +dir <- file.path(getwd(), "tmp") +if (!file.exists(dir)) { + # Create the folder + dir.create(dir) +} +save(adex, file = file.path(dir, "adex.rda"), compress = "bzip2") diff --git a/inst/templates/ad_adlb.R b/inst/templates/ad_adlb.R index 99194bf71d..28e4d1bcd2 100644 --- a/inst/templates/ad_adlb.R +++ b/inst/templates/ad_adlb.R @@ -441,5 +441,9 @@ adlb <- adlb %>% # Save output ---- -dir <- tempdir() # Change to whichever directory you want to save the dataset in -saveRDS(adlb, file = file.path(dir, "adlb.rds"), compress = "bzip2") +dir <- file.path(getwd(), "tmp") +if (!file.exists(dir)) { + # Create the folder + dir.create(dir) +} +save(adlb, file = file.path(dir, "adlb.rda"), compress = "bzip2") diff --git a/inst/templates/ad_adlbhy.R b/inst/templates/ad_adlbhy.R index 7b5458a807..383bfae302 100644 --- a/inst/templates/ad_adlbhy.R +++ b/inst/templates/ad_adlbhy.R @@ -88,3 +88,10 @@ hylaw_params <- derive_param_exist_flag( # Row bind back to relevant adlb-like dataset adlbhy <- adlb_annotated %>% bind_rows(hylaw_params) + +dir <- file.path(getwd(), "tmp") +if (!file.exists(dir)) { + # Create the folder + dir.create(dir) +} +save(adlbhy, file = file.path(dir, "adlbhy.rda"), compress = "bzip2") diff --git a/inst/templates/ad_admh.R b/inst/templates/ad_admh.R index 76a8120308..26e0a457d1 100644 --- a/inst/templates/ad_admh.R +++ b/inst/templates/ad_admh.R @@ -169,5 +169,9 @@ admh <- admh %>% # Save output ---- -dir <- tempdir() # Change to whichever directory you want to save the dataset in -saveRDS(admh, file = file.path(dir, "admh.rds"), compress = "bzip2") +dir <- file.path(getwd(), "tmp") +if (!file.exists(dir)) { + # Create the folder + dir.create(dir) +} +save(admh, file = file.path(dir, "admh.rda"), compress = "bzip2") diff --git a/inst/templates/ad_adpc.R b/inst/templates/ad_adpc.R index dc13c425f5..3e979b1396 100644 --- a/inst/templates/ad_adpc.R +++ b/inst/templates/ad_adpc.R @@ -502,5 +502,9 @@ adpc <- adpc_baselines %>% # ... # ---- Save output ---- -dir <- tempdir() # Change to whichever directory you want to save the dataset in -saveRDS(adpc, file = file.path(dir, "adpc.rds"), compress = "bzip2") +dir <- file.path(getwd(), "tmp") +if (!file.exists(dir)) { + # Create the folder + dir.create(dir) +} +save(adpc, file = file.path(dir, "adcp.rda"), compress = "bzip2") diff --git a/inst/templates/ad_adpp.R b/inst/templates/ad_adpp.R index 3bb2eeed5e..585f37d660 100644 --- a/inst/templates/ad_adpp.R +++ b/inst/templates/ad_adpp.R @@ -153,5 +153,9 @@ adpp <- adpp_avisit %>% # ... # Save output ---- -dir <- tempdir() # Change to whichever directory you want to save the dataset in -saveRDS(adpp, file = file.path(dir, "adpp.rds"), compress = "bzip2") +dir <- file.path(getwd(), "tmp") +if (!file.exists(dir)) { + # Create the folder + dir.create(dir) +} +save(adpp, file = file.path(dir, "adpp.rda"), compress = "bzip2") diff --git a/inst/templates/ad_adppk.R b/inst/templates/ad_adppk.R index c16ec615b6..4eab943ee5 100644 --- a/inst/templates/ad_adppk.R +++ b/inst/templates/ad_adppk.R @@ -461,5 +461,9 @@ adppk <- adppk_aseq %>% # ... # ---- Save output ---- -dir <- tempdir() # Change to whichever directory you want to save the dataset in -saveRDS(adppk, file = file.path(dir, "adppk.rds"), compress = "bzip2") +dir <- file.path(getwd(), "tmp") +if (!file.exists(dir)) { + # Create the folder + dir.create(dir) +} +save(adppk, file = file.path(dir, "adppk.rda"), compress = "bzip2") diff --git a/inst/templates/ad_adsl.R b/inst/templates/ad_adsl.R index 161fcd87e8..400382e058 100644 --- a/inst/templates/ad_adsl.R +++ b/inst/templates/ad_adsl.R @@ -239,5 +239,9 @@ adsl <- adsl %>% # Save output ---- -dir <- tempdir() # Change to whichever directory you want to save the dataset in -saveRDS(adsl, file = file.path(dir, "adsl.rds"), compress = "bzip2") +dir <- file.path(getwd(), "tmp") +if (!file.exists(dir)) { + # Create the folder + dir.create(dir) +} +save(adsl, file = file.path(dir, "adsl.rda"), compress = "bzip2") diff --git a/inst/templates/ad_advs.R b/inst/templates/ad_advs.R index fd630e2c47..fc3bb5b7bb 100644 --- a/inst/templates/ad_advs.R +++ b/inst/templates/ad_advs.R @@ -294,5 +294,9 @@ advs <- advs %>% # Save output ---- -dir <- tempdir() # Change to whichever directory you want to save the dataset in -saveRDS(advs, file = file.path(dir, "advs.rds"), compress = "bzip2") +dir <- file.path(getwd(), "tmp") +if (!file.exists(dir)) { + # Create the folder + dir.create(dir) +} +save(advs, file = file.path(dir, "advs.rda"), compress = "bzip2") From 9cb431679f84acba6f386c2cb1ebb36c7eec21b2 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Romain=20Fran=C3=A7ois?= Date: Thu, 26 Oct 2023 15:09:38 +0200 Subject: [PATCH 06/98] use ascii quotes (#2189) * use ascii quotes * regular quoets in the associated .Rd file * 4 non ascii quotes in README.md --- R/derive_var_trtemfl.R | 2 +- README.md | 8 ++++---- man/derive_var_trtemfl.Rd | 2 +- 3 files changed, 6 insertions(+), 6 deletions(-) diff --git a/R/derive_var_trtemfl.R b/R/derive_var_trtemfl.R index ef09e50296..43553276ea 100644 --- a/R/derive_var_trtemfl.R +++ b/R/derive_var_trtemfl.R @@ -46,7 +46,7 @@ #' @param initial_intensity Initial severity/intensity or toxicity #' #' This derivation assumes AE data collection method as single record per AE -#' with “initial” and “most extreme” severity/intensity recorded separately. +#' with "initial" and "most extreme" severity/intensity recorded separately. #' #' If the argument is specified, events which start before treatment start and #' end after treatment start (or are ongoing) and worsened (i.e., the diff --git a/README.md b/README.md index c5247888e4..67b22436d9 100644 --- a/README.md +++ b/README.md @@ -51,7 +51,7 @@ The `{admiral}` Q4-2023 release will officially be `{admiral}`'s version 1.0.0 r ## Main Goal Provide users with an open source, modularized toolbox with which to create ADaM datasets -in R. _As opposed to a “run 1 line and an ADaM appears” black-box solution or an attempt to +in R. _As opposed to a "run 1 line and an ADaM appears" black-box solution or an attempt to automate ADaM._ One of the key aspects of `{admiral}` is its development by the users for the users. @@ -106,7 +106,7 @@ The following packages are also useful when working with ADaM datasets: For `{admiral}` and all extension packages, we prioritize providing our users with a __simple to adopt__ toolkit that enables them to produce __readable__ and __easily constructible__ ADaM programs. The following explains our philosophy, which we try to adhere to across the `{admiral}` family of packages. -There isn’t always a clear single, straightforward rule, but there are guiding principles we adhere to for `{admiral}`. +There isn't always a clear single, straightforward rule, but there are guiding principles we adhere to for `{admiral}`. This manifesto helps show the considerations of our developers when making decisions. We have four design principles to achieve the main goal: @@ -115,7 +115,7 @@ We have four design principles to achieve the main goal: All `{admiral}` functions should be easy to use. -* Documentation is an absolute priority. Each function reference page should cover the purpose, descriptions of each argument with permitted values, the expected input and output, with clear real-life examples---so that users don’t need to dig through code to find answers. +* Documentation is an absolute priority. Each function reference page should cover the purpose, descriptions of each argument with permitted values, the expected input and output, with clear real-life examples---so that users don't need to dig through code to find answers. * Vignettes that complement the functional documentation to help users see how best the functions can be applied to achieve ADaM requirements. * Functions should be written and structured in a way that users are able to read, re-use or extend them for study specific purposes if needed (see Readability below). @@ -149,7 +149,7 @@ that all our developers and contributors must follow, so that all our code has a * We mandate use of tidyverse (e.g. dplyr) over similar functionality existing in base R. * For sections of code that perform the actual derivations (e.g. besides assertions or basic utilities), we try to limit nesting of too many dependencies or functions. -* Modularity is a focus---we don’t try to achieve too many steps in one. +* Modularity is a focus---we don't try to achieve too many steps in one. * All code has to be well commented. * We recognize that a user or a Health Authority reviewer may have the wish to delve into the code base (especially given this open source setting), or users may need to extend/adapt the code for their study specific needs. We therefore want any module to be understandable to all, not only the `{admiral}` developers. diff --git a/man/derive_var_trtemfl.Rd b/man/derive_var_trtemfl.Rd index bb97f755bc..2ffb0292dc 100644 --- a/man/derive_var_trtemfl.Rd +++ b/man/derive_var_trtemfl.Rd @@ -58,7 +58,7 @@ the event occurred more than \code{end_window} days after end of treatment. \item{initial_intensity}{Initial severity/intensity or toxicity This derivation assumes AE data collection method as single record per AE -with “initial” and “most extreme” severity/intensity recorded separately. +with "initial" and "most extreme" severity/intensity recorded separately. If the argument is specified, events which start before treatment start and end after treatment start (or are ongoing) and worsened (i.e., the From ee3e5b13b9d8f8b57bc07a035eae70b6ee5fc3c2 Mon Sep 17 00:00:00 2001 From: cicdguy <26552821+cicdguy@users.noreply.github.com> Date: Mon, 30 Oct 2023 16:28:25 -0500 Subject: [PATCH 07/98] No multiversion docs (#2202) * No multiversion docs * Update links --- .github/workflows/common.yml | 9 +-------- NEWS.md | 24 ++++++++++++------------ README.md | 14 +++++++------- _pkgdown.yml | 2 +- inst/templates/ad_adae.R | 2 +- inst/templates/ad_adcm.R | 4 ++-- inst/templates/ad_adeg.R | 6 +++--- inst/templates/ad_adex.R | 2 +- inst/templates/ad_adlb.R | 10 +++++----- inst/templates/ad_admh.R | 4 ++-- inst/templates/ad_adpc.R | 2 +- inst/templates/ad_adpp.R | 6 +++--- inst/templates/ad_adppk.R | 2 +- inst/templates/ad_adsl.R | 4 ++-- inst/templates/ad_advs.R | 6 +++--- 15 files changed, 45 insertions(+), 52 deletions(-) diff --git a/.github/workflows/common.yml b/.github/workflows/common.yml index 01a35f6c13..aded0f9b8e 100644 --- a/.github/workflows/common.yml +++ b/.github/workflows/common.yml @@ -70,14 +70,7 @@ jobs: if: github.event_name == 'push' || startsWith(github.ref, 'refs/tags/v') with: r-version: "4.1" - # Whether to skip multiversion docs - # Note that if you have multiple versions of docs, - # your URL links are likely to break due to path changes - skip-multiversion-docs: false - latest-tag-alt-name: cran-release - multiversion-docs-landing-page: cran-release - branches-or-tags-to-list: >- - ^cran-release$|^v([0-9]+\\.)?([0-9]+\\.)?([0-9]+)$ + skip-multiversion-docs: true linter: name: Lint uses: pharmaverse/admiralci/.github/workflows/lintr.yml@main diff --git a/NEWS.md b/NEWS.md index f4732e6a7c..fb1a107be2 100644 --- a/NEWS.md +++ b/NEWS.md @@ -725,7 +725,7 @@ updated to process additional parameter (#1125). imputation functions themselves (#1299). I.e., if a derivation like last known alive date is based on dates, DTC variables have to be converted to numeric date or datetime variables in a preprocessing step. For examples see the [ADSL -vignette](https://pharmaverse.github.io/admiral/cran-release/articles/adsl.html). +vignette](https://pharmaverse.github.io/admiral/articles/adsl.html). The following arguments were deprecated: - `date_imputation`, `time_imputation`, and `preserve` in `date_source()` @@ -824,7 +824,7 @@ empty (#1309) - `create_query_data()` is provided to create the [queries -dataset](https://pharmaverse.github.io/admiral/cran-release/articles/queries_dataset.html) required as input for `derive_vars_query()` (#606) +dataset](https://pharmaverse.github.io/admiral/articles/queries_dataset.html) required as input for `derive_vars_query()` (#606) - `create_single_dose_dataset()` - Derives dataset of single dose from aggregate dose information (#660) @@ -857,7 +857,7 @@ first disease progression. (#1023) ### ADLB - New ADLB template script available `ad_adlb.R`, specific ADLB functions developed and - [BDS Finding vignette](https://pharmaverse.github.io/admiral/cran-release/articles/bds_finding.html) has examples enhanced with ADLB functions. (#1122) + [BDS Finding vignette](https://pharmaverse.github.io/admiral/articles/bds_finding.html) has examples enhanced with ADLB functions. (#1122) - `derive_var_shift()` - Derives a character shift variable containing concatenated shift in values based on user-defined pairing (#944) - `derive_var_analysis_ratio()` - Derives a ratio variable based on user-supplied variables from a BDS dataset, e.g. ADLB. (#943) @@ -939,7 +939,7 @@ specific for admiral. Derivations like this can be implemented calling - Updated `derive_var_worst_flag()` and `derive_var_extreme_flag()` vignettes to clarify their purpose (#691) - Added example of ASEQ derivation in ADCM to -[OCCDS vignette](https://pharmaverse.github.io/admiral/cran-release/articles/occds.html#aseq) +[OCCDS vignette](https://pharmaverse.github.io/admiral/articles/occds.html#aseq) (#720) - Examples have been added for `format_reason_default()`, `format_eoxxstt_default()`, `extend_source_datasets()` and `filter_date_sources()` (#745) @@ -1039,7 +1039,7 @@ this case the day is imputed as `15` (#592) - The first truly open source release licensed under Apache 2.0 (#680) -- New vignette [Contributing to admiral](https://pharmaverse.github.io/admiral/cran-release/articles/contribution_model.html) (#679) +- New vignette [Contributing to admiral](https://pharmaverse.github.io/admiral/articles/contribution_model.html) (#679) - New vignette [Unit Test Guidance](https://pharmaverse.github.io/admiraldev/main/articles/unit_test_guidance.html) (#679) @@ -1061,7 +1061,7 @@ age in different units (#569) - `derive_param_tte()` derives time-to-event-parameters (#546) - For common time-to-event endpoints [event and censoring source -objects](https://pharmaverse.github.io/admiral/cran-release/reference/index.html#section-pre-defined-time-to-event-sources) are +objects](https://pharmaverse.github.io/admiral/reference/index.html#section-pre-defined-time-to-event-sources) are provided (#612) ### Developer @@ -1096,9 +1096,9 @@ to specify the unit of the input age (#569) ## Documentation -- New vignette [Creating a BDS Time-to-Event ADaM](https://pharmaverse.github.io/admiral/cran-release/articles/bds_tte.html) (#549) +- New vignette [Creating a BDS Time-to-Event ADaM](https://pharmaverse.github.io/admiral/articles/bds_tte.html) (#549) -- New vignette [Queries Dataset Documentation](https://pharmaverse.github.io/admiral/cran-release/articles/queries_dataset.html) (#561) +- New vignette [Queries Dataset Documentation](https://pharmaverse.github.io/admiral/articles/queries_dataset.html) (#561) - New vignette [Writing Vignettes](https://pharmaverse.github.io/admiraldev/main/articles/writing_vignettes.html) (#334) @@ -1293,10 +1293,10 @@ to specify the unit of the input age (#569) ## Documentation -- [Frequently Asked Questions](https://pharmaverse.github.io/admiral/cran-release/articles/faq.html) +- [Frequently Asked Questions](https://pharmaverse.github.io/admiral/articles/faq.html) -- [Creating ADSL](https://pharmaverse.github.io/admiral/cran-release/articles/adsl.html) +- [Creating ADSL](https://pharmaverse.github.io/admiral/articles/adsl.html) -- [Creating a BDS Finding ADaM](https://pharmaverse.github.io/admiral/cran-release/articles/bds_finding.html) +- [Creating a BDS Finding ADaM](https://pharmaverse.github.io/admiral/articles/bds_finding.html) -- [Creating an OCCDS ADaM](https://pharmaverse.github.io/admiral/cran-release/articles/occds.html) +- [Creating an OCCDS ADaM](https://pharmaverse.github.io/admiral/articles/occds.html) diff --git a/README.md b/README.md index 67b22436d9..772394cd25 100644 --- a/README.md +++ b/README.md @@ -32,7 +32,7 @@ devtools::install_github("pharmaverse/admiral") ## Release Schedule -[{admiral}](https://pharmaverse.github.io/admiral/cran-release/) releases are targeted for the first Monday of the last month of each quarter. +[{admiral}](https://pharmaverse.github.io/admiral/) releases are targeted for the first Monday of the last month of each quarter. The {admiral} family has several downstream and upstream dependencies and so this release shall be done in three Phases: @@ -44,7 +44,7 @@ Phases: | Q4-2023 | December 4th | December 11th | | | [{pharmaversesdtm}](https://pharmaverse.github.io/pharmaversesdtm/main/) | [{admiralonco}](https://pharmaverse.github.io/admiralonco/main/) | | | [{admiraldev}](https://pharmaverse.github.io/admiraldev/main/) | [{admiralophtha}](https://pharmaverse.github.io/admiralophtha/main/) | -| | [{admiral}](https://pharmaverse.github.io/admiral/cran-release/) | | +| | [{admiral}](https://pharmaverse.github.io/admiral/) | | The `{admiral}` Q4-2023 release will officially be `{admiral}`'s version 1.0.0 release, where we commit to increased package maturity and pivot towards focusing on maintenance rather than new content. This does not mean that there will never be any new content in `{admiral}`, rather it means we will be more mindful about introducing new functionality and/or breaking changes. The release schedule in 2024 and onward will also shift to twice-yearly, rather than quarterly, so that our users have ample time to react to any new content and changes that do make it onto `{admiral}`. @@ -73,7 +73,7 @@ We will provide: * Pharmaceutical communities and companies are encouraged to contribute to `{admiral}` following the provided programming strategy and modular approach * Functions that are comprehensively documented and tested, including example calls---these are - all listed in the [Reference section](https://pharmaverse.github.io/admiral/cran-release/reference/index.html) + all listed in the [Reference section](https://pharmaverse.github.io/admiral/reference/index.html) * Vignettes on how to create ADSL, BDS and OCCDS datasets, including example scripts * Vignettes for ADaM dataset specific functionality (i.e. dictionary coding, date imputation, SMQs ...) @@ -155,12 +155,12 @@ that all our developers and contributors must follow, so that all our code has a ## References and Documentation -* Please go to [Get Started](https://pharmaverse.github.io/admiral/cran-release/articles/admiral.html) section to start using `{admiral}` +* Please go to [Get Started](https://pharmaverse.github.io/admiral/articles/admiral.html) section to start using `{admiral}` * Please see the [pharmaverse YouTube channel](https://www.youtube.com/channel/UCxQFEv8HNqM01DXzdQLCy6Q) for videos related to `{admiral}`. * Please see the [Programming Strategy](https://pharmaverse.github.io/admiraldev/main/articles/programming_strategy.html) to understand how functions are created -* Please see the [FAQ](https://pharmaverse.github.io/admiral/cran-release/articles/faq.html) for the most frequent questions -* Please see the [Contribution Model](https://pharmaverse.github.io/admiral/cran-release/articles/contribution_model.html) for how to get involved with making contributions -* Please see [FAQ: R and Package Versions](https://pharmaverse.github.io/admiral/cran-release/articles/faq.html#why-do-we-use-a-certain-r-version-and-package-versions-for-development) for why we develop with certain R and package versions. +* Please see the [FAQ](https://pharmaverse.github.io/admiral/articles/faq.html) for the most frequent questions +* Please see the [Contribution Model](https://pharmaverse.github.io/admiral/articles/contribution_model.html) for how to get involved with making contributions +* Please see [FAQ: R and Package Versions](https://pharmaverse.github.io/admiral/articles/faq.html#why-do-we-use-a-certain-r-version-and-package-versions-for-development) for why we develop with certain R and package versions. ## Pharmaverse Blog diff --git a/_pkgdown.yml b/_pkgdown.yml index 4e0842e54e..3b9061eeae 100644 --- a/_pkgdown.yml +++ b/_pkgdown.yml @@ -19,7 +19,7 @@ development: mode: auto authors: - before: "We define *authors* as those who are actively maintaining the code base, and *contributors* as those who made a significant contribution in the past. For all acknowledgements, see the eponymous section in the [Home Page](https://pharmaverse.github.io/admiral/cran-release/)." + before: "We define *authors* as those who are actively maintaining the code base, and *contributors* as those who made a significant contribution in the past. For all acknowledgements, see the eponymous section in the [Home Page](https://pharmaverse.github.io/admiral/)." footer: roles: [aut, ctb, cre, fnd] text: "Developed by" diff --git a/inst/templates/ad_adae.R b/inst/templates/ad_adae.R index f3659ac1f3..bc11351dbb 100644 --- a/inst/templates/ad_adae.R +++ b/inst/templates/ad_adae.R @@ -24,7 +24,7 @@ adsl <- admiral_adsl # When SAS datasets are imported into R using haven::read_sas(), missing # character values from SAS appear as "" characters in R, instead of appearing # as NA values. Further details can be obtained via the following link: -# https://pharmaverse.github.io/admiral/cran-release/articles/admiral.html#handling-of-missing-values # nolint +# https://pharmaverse.github.io/admiral/articles/admiral.html#handling-of-missing-values # nolint ae <- convert_blanks_to_na(ae) ex <- convert_blanks_to_na(ex_single) diff --git a/inst/templates/ad_adcm.R b/inst/templates/ad_adcm.R index 21a8f0091b..310ab11b98 100644 --- a/inst/templates/ad_adcm.R +++ b/inst/templates/ad_adcm.R @@ -22,7 +22,7 @@ adsl <- admiral_adsl # When SAS datasets are imported into R using haven::read_sas(), missing # character values from SAS appear as "" characters in R, instead of appearing # as NA values. Further details can be obtained via the following link: -# https://pharmaverse.github.io/admiral/cran-release/articles/admiral.html#handling-of-missing-values # nolint +# https://pharmaverse.github.io/admiral/articles/admiral.html#handling-of-missing-values # nolint cm <- convert_blanks_to_na(cm) @@ -108,7 +108,7 @@ adcm <- adcm %>% ## Derive APHASE and APHASEN Variable ---- # Other timing variable can be derived similarly. # See also the "Visit and Period Variables" vignette -# (https://pharmaverse.github.io/admiral/cran-release/articles/visits_periods.html) +# (https://pharmaverse.github.io/admiral/articles/visits_periods.html) adcm <- adcm %>% mutate( APHASE = case_when( diff --git a/inst/templates/ad_adeg.R b/inst/templates/ad_adeg.R index a0092e1af0..7df467df42 100644 --- a/inst/templates/ad_adeg.R +++ b/inst/templates/ad_adeg.R @@ -26,7 +26,7 @@ eg <- eg # When SAS datasets are imported into R using haven::read_sas(), missing # character values from SAS appear as "" characters in R, instead of appearing # as NA values. Further details can be obtained via the following link: -# https://pharmaverse.github.io/admiral/cran-release/articles/admiral.html#handling-of-missing-values # nolint +# https://pharmaverse.github.io/admiral/articles/admiral.html#handling-of-missing-values # nolint eg <- convert_blanks_to_na(eg) @@ -172,7 +172,7 @@ adeg <- adeg %>% ## Get visit info ---- # See also the "Visit and Period Variables" vignette -# (https://pharmaverse.github.io/admiral/cran-release/articles/visits_periods.html#visits) +# (https://pharmaverse.github.io/admiral/articles/visits_periods.html#visits) adeg <- adeg %>% # Derive Timing mutate( @@ -291,7 +291,7 @@ adeg <- adeg %>% ## Get treatment information ---- # See also the "Visit and Period Variables" vignette -# (https://pharmaverse.github.io/admiral/cran-release/articles/visits_periods.html#treatment_bds) +# (https://pharmaverse.github.io/admiral/articles/visits_periods.html#treatment_bds) adeg <- adeg %>% # Assign TRTA, TRTP mutate(TRTP = TRT01P, TRTA = TRT01A) diff --git a/inst/templates/ad_adex.R b/inst/templates/ad_adex.R index a7d6737056..d64e0df635 100644 --- a/inst/templates/ad_adex.R +++ b/inst/templates/ad_adex.R @@ -23,7 +23,7 @@ adsl <- admiral_adsl # When SAS datasets are imported into R using haven::read_sas(), missing # character values from SAS appear as "" characters in R, instead of appearing # as NA values. Further details can be obtained via the following link: -# https://pharmaverse.github.io/admiral/cran-release/articles/admiral.html#handling-of-missing-values # nolint +# https://pharmaverse.github.io/admiral/articles/admiral.html#handling-of-missing-values # nolint ex <- convert_blanks_to_na(ex) diff --git a/inst/templates/ad_adlb.R b/inst/templates/ad_adlb.R index 28e4d1bcd2..d89dc59cb2 100644 --- a/inst/templates/ad_adlb.R +++ b/inst/templates/ad_adlb.R @@ -23,7 +23,7 @@ adsl <- admiral_adsl # When SAS datasets are imported into R using haven::read_sas(), missing # character values from SAS appear as "" characters in R, instead of appearing # as NA values. Further details can be obtained via the following link: -# https://pharmaverse.github.io/admiral/cran-release/articles/admiral.html#handling-of-missing-values # nolint +# https://pharmaverse.github.io/admiral/articles/admiral.html#handling-of-missing-values # nolint lb <- convert_blanks_to_na(lb) @@ -153,7 +153,7 @@ adlb <- adlb %>% ## Get Visit Info ---- # See also the "Visit and Period Variables" vignette -# (https://pharmaverse.github.io/admiral/cran-release/articles/visits_periods.html#visits) +# (https://pharmaverse.github.io/admiral/articles/visits_periods.html#visits) adlb <- adlb %>% # Derive Timing mutate( @@ -229,7 +229,7 @@ adlb <- adlb %>% # Assign ATOXDSCL and ATOXDSCH to hold lab grading terms # ATOXDSCL and ATOXDSCH hold terms defined by NCI-CTCAEv4. -# See (https://pharmaverse.github.io/admiral/cran-release/articles/lab_grading.html#implement_ctcv4) +# See (https://pharmaverse.github.io/admiral/articles/lab_grading.html#implement_ctcv4) grade_lookup <- tibble::tribble( ~PARAMCD, ~ATOXDSCL, ~ATOXDSCH, "ALB", "Hypoalbuminemia", NA_character_, @@ -257,7 +257,7 @@ grade_lookup <- tibble::tribble( # user could change to atoxgr_criteria_ctcv5 to implement NCI-CTCAEv5 # Note: Hyperglycemia and Hypophosphatemia not defined in NCI-CTCAEv5 so # user would need to amend look-up table grade_lookup -# See (https://pharmaverse.github.io/admiral/cran-release/articles/lab_grading.html#implement_ctcv5) +# See (https://pharmaverse.github.io/admiral/articles/lab_grading.html#implement_ctcv5) grade_crit <- atoxgr_criteria_ctcv4 @@ -368,7 +368,7 @@ adlb <- adlb %>% ## Get treatment information ---- # See also the "Visit and Period Variables" vignette -# (https://pharmaverse.github.io/admiral/cran-release/articles/visits_periods.html#treatment_bds) +# (https://pharmaverse.github.io/admiral/articles/visits_periods.html#treatment_bds) adlb <- adlb %>% # Assign TRTA, TRTP mutate( diff --git a/inst/templates/ad_admh.R b/inst/templates/ad_admh.R index 26e0a457d1..5c053f6ea6 100644 --- a/inst/templates/ad_admh.R +++ b/inst/templates/ad_admh.R @@ -122,14 +122,14 @@ admh <- mh %>% mutate(ANL01FL = ifelse(MHOCCUR != "N", "Y", NA_character_)) %>% ## Assign TRTA, TRTP (company specific variables derivation) ---- # See also the "Visit and Period Variables" vignette - # (https://pharmaverse.github.io/admiral/cran-release/articles/visits_periods.html#treatment_bds) + # (https://pharmaverse.github.io/admiral/articles/visits_periods.html#treatment_bds) mutate( TRTP = TRT01P, TRTA = TRT01A ) %>% ## Assign APHASE and APHASEN Variable (company specific variable derivation) ---- # See also the "Visit and Period Variables" vignette - # (https://pharmaverse.github.io/admiral/cran-release/articles/visits_periods.html#periods_bds) + # (https://pharmaverse.github.io/admiral/articles/visits_periods.html#periods_bds) mutate( APHASE = case_when( ADT < TRTSDT ~ "Screening", diff --git a/inst/templates/ad_adpc.R b/inst/templates/ad_adpc.R index 3e979b1396..59ef735015 100644 --- a/inst/templates/ad_adpc.R +++ b/inst/templates/ad_adpc.R @@ -32,7 +32,7 @@ adsl <- admiral_adsl # When SAS datasets are imported into R using haven::read_sas(), missing # character values from SAS appear as "" characters in R, instead of appearing # as NA values. Further details can be obtained via the following link: -# https://pharmaverse.github.io/admiral/cran-release/articles/admiral.html#handling-of-missing-values # nolint +# https://pharmaverse.github.io/admiral/articles/admiral.html#handling-of-missing-values # nolint # Load EX diff --git a/inst/templates/ad_adpp.R b/inst/templates/ad_adpp.R index 585f37d660..57dcf39930 100644 --- a/inst/templates/ad_adpp.R +++ b/inst/templates/ad_adpp.R @@ -25,7 +25,7 @@ data("admiral_adsl") # When SAS datasets are imported into R using haven::read_sas(), missing # character values from SAS appear as "" characters in R, instead of appearing # as NA values. Further details can be obtained via the following link: -# https://pharmaverse.github.io/admiral/cran-release/articles/admiral.html#handling-of-missing-values # nolint +# https://pharmaverse.github.io/admiral/articles/admiral.html#handling-of-missing-values # nolint pp <- convert_blanks_to_na(pp) @@ -117,7 +117,7 @@ adpp_aval <- adpp_pp %>% ## Get visit info ---- # See also the "Visit and Period Variables" vignette -# (https://pharmaverse.github.io/admiral/cran-release/articles/visits_periods.html#visit_bds) +# (https://pharmaverse.github.io/admiral/articles/visits_periods.html#visit_bds) adpp_avisit <- adpp_aval %>% # Derive Timing mutate( @@ -132,7 +132,7 @@ adpp_avisit <- adpp_aval %>% ) %>% ## Assign TRTA, TRTP ---- # See also the "Visit and Period Variables" vignette - # (https://pharmaverse.github.io/admiral/cran-release/articles/visits_periods.html#treatment_bds) + # (https://pharmaverse.github.io/admiral/articles/visits_periods.html#treatment_bds) mutate( TRTP = TRT01P, TRTA = TRT01A diff --git a/inst/templates/ad_adppk.R b/inst/templates/ad_adppk.R index 4eab943ee5..9407959337 100644 --- a/inst/templates/ad_adppk.R +++ b/inst/templates/ad_adppk.R @@ -30,7 +30,7 @@ adsl <- admiral_adsl # When SAS datasets are imported into R using haven::read_sas(), missing # character values from SAS appear as "" characters in R, instead of appearing # as NA values. Further details can be obtained via the following link: -# https://pharmaverse.github.io/admiral/cran-release/articles/admiral.html#handling-of-missing-values # nolint +# https://pharmaverse.github.io/admiral/articles/admiral.html#handling-of-missing-values # nolint ex <- convert_blanks_to_na(ex) pc <- convert_blanks_to_na(pc) diff --git a/inst/templates/ad_adsl.R b/inst/templates/ad_adsl.R index 400382e058..a2b480f5d6 100644 --- a/inst/templates/ad_adsl.R +++ b/inst/templates/ad_adsl.R @@ -24,7 +24,7 @@ data("lb") # When SAS datasets are imported into R using haven::read_sas(), missing # character values from SAS appear as "" characters in R, instead of appearing # as NA values. Further details can be obtained via the following link: -# https://pharmaverse.github.io/admiral/cran-release/articles/admiral.html#handling-of-missing-values # nolint +# https://pharmaverse.github.io/admiral/articles/admiral.html#handling-of-missing-values # nolint dm <- convert_blanks_to_na(dm) ds <- convert_blanks_to_na(ds) @@ -97,7 +97,7 @@ ex_ext <- ex %>% adsl <- dm %>% ## derive treatment variables (TRT01P, TRT01A) ---- # See also the "Visit and Period Variables" vignette - # (https://pharmaverse.github.io/admiral/cran-release/articles/visits_periods.html#treatment_adsl) + # (https://pharmaverse.github.io/admiral/articles/visits_periods.html#treatment_adsl) mutate(TRT01P = ARM, TRT01A = ACTARM) %>% ## derive treatment start date (TRTSDTM) ---- derive_vars_merged( diff --git a/inst/templates/ad_advs.R b/inst/templates/ad_advs.R index fc3bb5b7bb..85f00152c6 100644 --- a/inst/templates/ad_advs.R +++ b/inst/templates/ad_advs.R @@ -23,7 +23,7 @@ adsl <- admiral_adsl # When SAS datasets are imported into R using haven::read_sas(), missing # character values from SAS appear as "" characters in R, instead of appearing # as NA values. Further details can be obtained via the following link: -# https://pharmaverse.github.io/admiral/cran-release/articles/admiral.html#handling-of-missing-values # nolint +# https://pharmaverse.github.io/admiral/articles/admiral.html#handling-of-missing-values # nolint vs <- convert_blanks_to_na(vs) @@ -135,7 +135,7 @@ advs <- advs %>% ## Get visit info ---- # See also the "Visit and Period Variables" vignette -# (https://pharmaverse.github.io/admiral/cran-release/articles/visits_periods.html#visits) +# (https://pharmaverse.github.io/admiral/articles/visits_periods.html#visits) advs <- advs %>% # Derive Timing mutate( @@ -245,7 +245,7 @@ advs <- advs %>% ## Get treatment information ---- # See also the "Visit and Period Variables" vignette -# (https://pharmaverse.github.io/admiral/cran-release/articles/visits_periods.html#treatment_bds) +# (https://pharmaverse.github.io/admiral/articles/visits_periods.html#treatment_bds) advs <- advs %>% # Assign TRTA, TRTP # Create End of Treatment Record From 8e5ef2d83a6e00a21e2b0ea9b6c5e6be007df9fd Mon Sep 17 00:00:00 2001 From: Daniel Sjoberg Date: Mon, 30 Oct 2023 14:37:32 -0700 Subject: [PATCH 08/98] Adding article with links to old website versions (#2190) --- .Rbuildignore | 1 + DESCRIPTION | 1 + vignettes/.gitignore | 2 + vignettes/articles/website-versions.Rmd | 68 +++++++++++++++++++++++++ 4 files changed, 72 insertions(+) create mode 100644 vignettes/.gitignore create mode 100644 vignettes/articles/website-versions.Rmd diff --git a/.Rbuildignore b/.Rbuildignore index 25344f5555..f151bbe521 100644 --- a/.Rbuildignore +++ b/.Rbuildignore @@ -29,3 +29,4 @@ ^staged_dependencies.yaml$ ^inst/dev_dependencies.R$ ^\.devcontainer$ +^vignettes/articles$ diff --git a/DESCRIPTION b/DESCRIPTION index 02f6075009..15b559eeb4 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -62,3 +62,4 @@ Suggests: tibble VignetteBuilder: knitr Config/testthat/edition: 3 +Config/Needs/website: gert diff --git a/vignettes/.gitignore b/vignettes/.gitignore new file mode 100644 index 0000000000..097b241637 --- /dev/null +++ b/vignettes/.gitignore @@ -0,0 +1,2 @@ +*.html +*.R diff --git a/vignettes/articles/website-versions.Rmd b/vignettes/articles/website-versions.Rmd new file mode 100644 index 0000000000..e860decacd --- /dev/null +++ b/vignettes/articles/website-versions.Rmd @@ -0,0 +1,68 @@ +--- +title: "Previous Versions of Website" +--- + +```{r, include = FALSE} +# TO USE THIS ARTICLE, THE DESCRIPTION FILE MUST INCLUDE +# Config/Needs/website: gert + +knitr::opts_chunk$set( + collapse = TRUE, + comment = "#>" +) +``` + +```{r setup, include=FALSE} +base_url <- + "https://pharmaverse.github.io/admiral/" # include the trailing backslash! + +# get list of all files in the `gh-pages` branch +df_all_files <- gert::git_ls(ref = "gh-pages") + +# extract all folders in the root of the branch +all_folders <- + sub("/.*", "", df_all_files$path)[grepl( + x = df_all_files$path, + pattern = "/", + fixed = TRUE + )] |> + unique() + +# subset to all version folders +all_version_folders <- all_folders[grep("^v[0-9]+", x = all_folders)] + +# release dates of prior tags +df_tags <- gert::git_tag_list() +df_tags <- df_tags[df_tags$name %in% all_version_folders, ] +df_tags$date <- + lapply( + df_tags$commit, + FUN = function(x) { + tryCatch( + gert::git_commit_info(ref = x)$time |> as.Date() |> as.character(), + error = function(x) NA + ) + } + ) |> + unlist() +df_tags <- df_tags[!is.na(df_tags$date), ] +df_tags + +lst_tag_dates <- + paste0(" (", df_tags$date, ")") |> + as.list() |> + setNames(df_tags$name) + +# string with all markdown links +str_website_links <- + lapply( + X = all_version_folders |> rev(), + FUN = function(x) { + paste0("[", x, lst_tag_dates[[x]], "](", paste0(base_url, x), ")") + } + ) |> + unlist() |> + paste(collapse = "\n\n") +``` + +`r str_website_links` From 659e16145bd3873df7a915e3ad2e5e9873beded3 Mon Sep 17 00:00:00 2001 From: cicdguy <26552821+cicdguy@users.noreply.github.com> Date: Mon, 30 Oct 2023 16:45:21 -0500 Subject: [PATCH 09/98] Use a newer version of R for pkgdown (#2206) --- .github/workflows/common.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/common.yml b/.github/workflows/common.yml index aded0f9b8e..f9149f25e6 100644 --- a/.github/workflows/common.yml +++ b/.github/workflows/common.yml @@ -69,7 +69,7 @@ jobs: uses: pharmaverse/admiralci/.github/workflows/pkgdown.yml@main if: github.event_name == 'push' || startsWith(github.ref, 'refs/tags/v') with: - r-version: "4.1" + r-version: "4.3" skip-multiversion-docs: true linter: name: Lint From b8a5172ddb4936e55cc64c32fd3aa25705bde122 Mon Sep 17 00:00:00 2001 From: asha-gsk <134052893+ashachakma@users.noreply.github.com> Date: Tue, 31 Oct 2023 18:26:06 +0530 Subject: [PATCH 10/98] Closes #2107 Updated the documentation for 'end window' argument. (#2194) #2107 Updated the documentation for 'end window' argument --- R/derive_var_trtemfl.R | 2 +- man/derive_var_trtemfl.Rd | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/R/derive_var_trtemfl.R b/R/derive_var_trtemfl.R index 43553276ea..0e2f28da2c 100644 --- a/R/derive_var_trtemfl.R +++ b/R/derive_var_trtemfl.R @@ -31,7 +31,7 @@ #' #' @param end_window #' -#' If the argument is specified, events starting more than the specified +#' If the argument is specified (in 'days'), events starting more than the specified #' number of days after end of treatment, are not flagged. #' #' *Permitted Values:* A non-negative integer or `NULL` diff --git a/man/derive_var_trtemfl.Rd b/man/derive_var_trtemfl.Rd index 2ffb0292dc..aa8ae90b46 100644 --- a/man/derive_var_trtemfl.Rd +++ b/man/derive_var_trtemfl.Rd @@ -45,7 +45,7 @@ the input dataset} \emph{Permitted Values:} A symbol referring to a date or datetime variable of the input dataset or \code{NULL}} -\item{end_window}{If the argument is specified, events starting more than the specified +\item{end_window}{If the argument is specified (in 'days'), events starting more than the specified number of days after end of treatment, are not flagged. \emph{Permitted Values:} A non-negative integer or \code{NULL}} From a949c19b95cd34e8d4d8a5b5ecde87c995d67386 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Daphn=C3=A9=20Grasselly?= <56442075+dgrassellyb@users.noreply.github.com> Date: Tue, 31 Oct 2023 18:24:10 +0100 Subject: [PATCH 11/98] Update templates.yml (#2210) --- .github/workflows/templates.yml | 1 - 1 file changed, 1 deletion(-) diff --git a/.github/workflows/templates.yml b/.github/workflows/templates.yml index dc72a4d3ad..bffbd9f062 100644 --- a/.github/workflows/templates.yml +++ b/.github/workflows/templates.yml @@ -14,4 +14,3 @@ jobs: secrets: inherit with: r-version: "4.1" - push-templates-data: true \ No newline at end of file From 88628fc1ea92738a63081afa981a7e384c50feb8 Mon Sep 17 00:00:00 2001 From: Daniel Sjoberg Date: Wed, 1 Nov 2023 13:15:06 -0700 Subject: [PATCH 12/98] Closes #2205 add previous website links (#2207) * website links * Update website-versions.Rmd * Update website-versions.Rmd * progress --- DESCRIPTION | 2 +- NEWS.md | 2 ++ _pkgdown.yml | 9 +++++++-- vignettes/articles/website-versions.Rmd | 14 ++++++++++---- 4 files changed, 20 insertions(+), 7 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index 15b559eeb4..d11ce3f552 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,7 +1,7 @@ Package: admiral Type: Package Title: ADaM in R Asset Library -Version: 0.12.2.9001 +Version: 0.12.3.9002 Authors@R: c( person("Ben", "Straub", email = "ben.x.straub@gsk.com", role = c("aut", "cre")), person("Stefan", "Bundfuss", role = "aut"), diff --git a/NEWS.md b/NEWS.md index fb1a107be2..48a221192d 100644 --- a/NEWS.md +++ b/NEWS.md @@ -59,6 +59,8 @@ were enhanced such that more than one summary variable can be derived, e.g., - Removed Deprecation section in Reference tab. Added new Superseded section in Reference tab. (#2174) +- Added a link to the previous versions of the website to the navigation bar. (#2205) + ## Various - Website now has button/links to Slack channel and GitHub Issues (#2127) diff --git a/_pkgdown.yml b/_pkgdown.yml index 3b9061eeae..4ac0dfead3 100644 --- a/_pkgdown.yml +++ b/_pkgdown.yml @@ -138,8 +138,8 @@ reference: navbar: structure: - left: [getstarted, reference, articles, community, news] - right: [search, slack, newissue, github] + left: [getstarted, reference, articles, community, news, versions] + right: [search, slack, history, newissue, github] components: getstarted: text: Get Started @@ -194,6 +194,11 @@ navbar: href: articles/lab_grading.html - text: Hy's Law Implementation href: articles/hys_law.html + + history: + icon: fa-history + href: articles/website-versions.html + aria-label: Previous Release Websites slack: icon: fa-slack href: https://app.slack.com/client/T028PB489D3/C02M8KN8269 diff --git a/vignettes/articles/website-versions.Rmd b/vignettes/articles/website-versions.Rmd index e860decacd..696c5b22a9 100644 --- a/vignettes/articles/website-versions.Rmd +++ b/vignettes/articles/website-versions.Rmd @@ -29,7 +29,13 @@ all_folders <- unique() # subset to all version folders -all_version_folders <- all_folders[grep("^v[0-9]+", x = all_folders)] +all_version_folders <- + all_folders[grep("^v[0-9]+|dev", x = all_folders)] |> + rev() +# more dev first if it appears +if ("dev" %in% all_version_folders) { + all_version_folders <- c("dev", all_version_folders) |> unique() +} # release dates of prior tags df_tags <- gert::git_tag_list() @@ -46,7 +52,6 @@ df_tags$date <- ) |> unlist() df_tags <- df_tags[!is.na(df_tags$date), ] -df_tags lst_tag_dates <- paste0(" (", df_tags$date, ")") |> @@ -56,9 +61,10 @@ lst_tag_dates <- # string with all markdown links str_website_links <- lapply( - X = all_version_folders |> rev(), + X = all_version_folders, FUN = function(x) { - paste0("[", x, lst_tag_dates[[x]], "](", paste0(base_url, x), ")") + x_label <- ifelse(x %in% "dev", "Development Site", x) + paste0("[", x_label, lst_tag_dates[[x]], "](", paste0(base_url, x), ")") } ) |> unlist() |> From dbe33bb793753bc95e04a9f1c4d7f9b007e33c9a Mon Sep 17 00:00:00 2001 From: cicdguy <26552821+cicdguy@users.noreply.github.com> Date: Wed, 1 Nov 2023 19:24:22 -0500 Subject: [PATCH 13/98] Add secret for `gert`'s date fetcher (#2213) Add secret for `gert` date fetcher --- .github/workflows/common.yml | 2 ++ 1 file changed, 2 insertions(+) diff --git a/.github/workflows/common.yml b/.github/workflows/common.yml index f9149f25e6..441a1a22bb 100644 --- a/.github/workflows/common.yml +++ b/.github/workflows/common.yml @@ -71,6 +71,8 @@ jobs: with: r-version: "4.3" skip-multiversion-docs: true + secrets: + GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }} linter: name: Lint uses: pharmaverse/admiralci/.github/workflows/lintr.yml@main From a69501bce3675c96f9cff7be130b4bb6aef9c405 Mon Sep 17 00:00:00 2001 From: Stefan Bundfuss <80953585+bundfussr@users.noreply.github.com> Date: Thu, 2 Nov 2023 15:00:34 +0100 Subject: [PATCH 14/98] Closes #2140 tmp_event_nr_var: Add tmp_event_nr_var to derive_extreme_event() (#2177) * #2140 tmp_event_nr_var: add tmp_event_nr_var to derive_extreme_event() * #2140 tmp_event_nr_var: update vignettes * #2140 tmp_event_nr_var: update NEWS * #2140 tmp_event_nr_var: style files * #2140 tmp_event_nr_var: fix lintr check * #2140 tmp_event_nr_var: fix typos --- NEWS.md | 31 ++++++- R/derive_extreme_event.R | 96 ++++++++++++++-------- man/derive_extreme_event.Rd | 35 ++++++-- tests/testthat/test-derive_extreme_event.R | 74 +++++++++++++++-- vignettes/questionnaires.Rmd | 3 +- 5 files changed, 189 insertions(+), 50 deletions(-) diff --git a/NEWS.md b/NEWS.md index 48a221192d..46306889d1 100644 --- a/NEWS.md +++ b/NEWS.md @@ -6,12 +6,16 @@ - `derive_extreme_records()`, `derive_var_extreme_flag()`,`derive_vars_joined()` and `derive_vars_merged()` were enhanced with the arguments `true_value` and `false_value` to align with preexisting functions that had similar functionality (#2125) -- `restrict_derivation()` now allows `{dplyr}` functions like `mutate` in the `derivation argument (#2143) +- `restrict_derivation()` now allows `{dplyr}` functions like `mutate` in the +`derivation` argument (#2143) - `derive_summary_records()`, `derive_var_merged_summary()`, and `get_summary_records()` were enhanced such that more than one summary variable can be derived, e.g., `AVAL` as the sum and `ADT` as the maximum of the contributing records. (#1792) +- The `tmp_event_nr_var` argument was added to `derive_extreme_records()` to +allow more control of the selection of records. It creates a temporary variable +for the event number, which can be used in `order`. (#2140) ## Breaking Changes @@ -28,6 +32,31 @@ were enhanced such that more than one summary variable can be derived, e.g., - The default value for the `false_value` argument in `derive_extreme_records()` was changed to `NA_character_` (#2125) +- The `ignore_event_order` argument in `derive_extreme_event()` was deprecated +and the selection of the records was changed to allow more control. Before, the +records were selected first by event and then by `order`. Now they are selected +by `order` only but the event number can be added to it. + + To achieve the old behavior update +``` +order = exprs(my_order_var), +ignore_event_order = FALSE, +``` +to +``` +tmp_event_nr_var = event_nr, +order = exprs(event_nr, my_order_var), +``` +and +``` +order = exprs(my_order_var), +ignore_event_order = TRUE, +``` +to +``` +order = exprs(my_order_var), +``` + - The following functions, which were deprecated in previous `{admiral}` versions, have been removed: (#2098) - `derive_param_extreme_event()` - `derive_vars_last_dose()` diff --git a/R/derive_extreme_event.R b/R/derive_extreme_event.R index aa4d01038c..5537176244 100644 --- a/R/derive_extreme_event.R +++ b/R/derive_extreme_event.R @@ -18,6 +18,16 @@ #' For `event_joined()` events the observations are selected by calling #' `filter_joined`. The `condition` field is passed to the `filter` argument. #' +#' @param tmp_event_nr_var Temporary event number variable +#' +#' The specified variable is added to all source datasets and is set to the +#' number of the event before selecting the records of the event. +#' +#' It can be used in `order` to determine which record should be used if +#' records from more than one event are selected. +#' +#' The variable is not included in the output dataset. +#' #' @param order Sort order #' #' If a particular event from `events` has more than one observation, within @@ -41,6 +51,13 @@ #' #' @param ignore_event_order Ignore event order #' +#' `r lifecycle::badge("deprecated")` +#' +#' This argument is *deprecated*. If event order should be ignored, please +#' specify neither `ignore_event_order` nor `tmp_event_nr_var`. If the event +#' order should be considered, don't specify `ignore_event_order` but specify +#' `tmp_event_nr_var` and and the specified variable to `order`. +#' #' If the argument is set to `TRUE`, all events defined by `events` are #' considered equivalent. If there is more than one observation per by group #' the first or last (with respect to `mode` and `order`) is select without @@ -73,12 +90,14 @@ #' #' 1. The variables specified by the `set_values_to` field of the event #' are added to the selected observations. +#' 1. The variable specified for `tmp_event_nr_var` is added and set to +#' the number of the event. #' 1. Only the variables specified for the `keep_source_vars` field of the #' event, and the by variables (`by_vars`) and the variables created by #' `set_values_to` are kept. +#' 1. All selected observations are bound together. #' 1. For each group (with respect to the variables specified for the -#' `by_vars` parameter) the first event is selected. If there is more than one -#' observation per event the first or last observation (with respect to the +#' `by_vars` parameter) the first or last observation (with respect to the #' order specified for the `order` parameter and the mode specified for the #' `mode` parameter) is selected. #' 1. The variables specified by the `set_values_to` parameter are added to @@ -141,8 +160,9 @@ #' set_values_to = exprs(AVALC = "Missing", AVAL = 99) #' ) #' ), -#' order = exprs(ADY), -#' mode = "last", +#' tmp_event_nr_var = event_nr, +#' order = exprs(event_nr, desc(ADY)), +#' mode = "first", #' set_values_to = exprs( #' PARAMCD = "WSP", #' PARAM = "Worst Sleeping Problems" @@ -178,7 +198,8 @@ #' set_values_to = exprs(AVALC = "Y") #' ) #' ), -#' order = exprs(AVISITN), +#' tmp_event_nr_var = event_nr, +#' order = exprs(event_nr, AVISITN), #' mode = "first", #' keep_source_vars = exprs(AVISITN), #' set_values_to = exprs( @@ -243,7 +264,8 @@ #' derive_extreme_event( #' adrs, #' by_vars = exprs(USUBJID), -#' order = exprs(ADT), +#' tmp_event_nr_var = event_nr, +#' order = exprs(event_nr, ADT), #' mode = "first", #' source_datasets = list(adsl = adsl), #' events = list( @@ -321,6 +343,7 @@ derive_extreme_event <- function(dataset, by_vars = NULL, events, + tmp_event_nr_var = NULL, order, mode, source_datasets = NULL, @@ -355,7 +378,29 @@ derive_extreme_event <- function(dataset, ) } - assert_logical_scalar(ignore_event_order) + if (!missing(ignore_event_order)) { + assert_logical_scalar(ignore_event_order) + if (ignore_event_order) { + deprecate_details <- paste( + "The event order is ignored by default.", + "Please remove `ignore_event_order = TRUE` from the call.", + sep = "\n" + ) + } else { + deprecate_details <- c( + "Please remove `ignore_event_order = FALSE` from the call.", + "Specify `tmp_event_nr_var`.", + "Add the specified variable to `order`." + ) + } + deprecate_warn( + "1.0.0", + "derive_extreme_event(ignore_event_order=)", + "derive_extreme_event(tmp_event_nr_var=)", + details = deprecate_details + ) + } + tmp_event_nr_var <- assert_symbol(enexpr(tmp_event_nr_var), optional = TRUE) check_type <- assert_character_scalar( check_type, @@ -368,11 +413,6 @@ derive_extreme_event <- function(dataset, # Create new observations ## Create a dataset (selected_records) from `events` event_index <- as.list(seq_along(events)) - if (ignore_event_order) { - tmp_event_no <- NULL - } else { - tmp_event_no <- get_new_tmp_var(dataset, prefix = "tmp_event_no") - } selected_records_ls <- map2( events, @@ -383,6 +423,9 @@ derive_extreme_event <- function(dataset, } else { data_source <- source_datasets[[event$dataset_name]] } + if (!is.null(tmp_event_nr_var)) { + data_source <- mutate(data_source, !!tmp_event_nr_var := index) + } if (is.null(event$order)) { event_order <- order } else { @@ -417,41 +460,26 @@ derive_extreme_event <- function(dataset, } else { event_keep_source_vars <- event$keep_source_vars } - if (!ignore_event_order) { - data_events <- mutate(data_events, !!tmp_event_no := index) - } data_events %>% process_set_values_to(set_values_to = event$set_values_to) %>% - select(!!!event_keep_source_vars, !!tmp_event_no, !!!by_vars, names(event$set_values_to)) + select( + !!!event_keep_source_vars, !!tmp_event_nr_var, !!!by_vars, + names(event$set_values_to) + ) } ) selected_records <- bind_rows(selected_records_ls) - ## tmp obs number within by_vars and a type of event - tmp_obs <- get_new_tmp_var(selected_records) - selected_records <- selected_records %>% - derive_var_obs_number( - new_var = !!tmp_obs, - order = order, - by_vars = expr_c(by_vars, tmp_event_no), - check_type = check_type - ) - ## filter_extreme - if (mode == "first") { - tmp_obs_expr <- expr(!!tmp_obs) - } else { - tmp_obs_expr <- expr(desc(!!tmp_obs)) - } new_obs <- selected_records %>% filter_extreme( by_vars = by_vars, - order = expr_c(tmp_event_no, tmp_obs_expr), - mode = "first", + order = order, + mode = mode, check_type = check_type ) %>% mutate(!!!set_values_to) %>% - select(-!!tmp_event_no, -!!tmp_obs) + select(-!!tmp_event_nr_var) # Create output dataset bind_rows(dataset, new_obs) diff --git a/man/derive_extreme_event.Rd b/man/derive_extreme_event.Rd index c21de5a24c..13311b72b9 100644 --- a/man/derive_extreme_event.Rd +++ b/man/derive_extreme_event.Rd @@ -8,6 +8,7 @@ derive_extreme_event( dataset, by_vars = NULL, events, + tmp_event_nr_var = NULL, order, mode, source_datasets = NULL, @@ -39,6 +40,16 @@ functions like \code{all()} or \code{any()} can be used in \code{condition}. For \code{event_joined()} events the observations are selected by calling \code{filter_joined}. The \code{condition} field is passed to the \code{filter} argument.} +\item{tmp_event_nr_var}{Temporary event number variable + +The specified variable is added to all source datasets and is set to the +number of the event before selecting the records of the event. + +It can be used in \code{order} to determine which record should be used if +records from more than one event are selected. + +The variable is not included in the output dataset.} + \item{order}{Sort order If a particular event from \code{events} has more than one observation, within @@ -62,6 +73,13 @@ and \code{event_joined()} refers to the dataset provided in the list.} \item{ignore_event_order}{Ignore event order +\ifelse{html}{\href{https://lifecycle.r-lib.org/articles/stages.html#deprecated}{\figure{lifecycle-deprecated.svg}{options: alt='[Deprecated]'}}}{\strong{[Deprecated]}} + +This argument is \emph{deprecated}. If event order should be ignored, please +specify neither \code{ignore_event_order} nor \code{tmp_event_nr_var}. If the event +order should be considered, don't specify \code{ignore_event_order} but specify +\code{tmp_event_nr_var} and and the specified variable to \code{order}. + If the argument is set to \code{TRUE}, all events defined by \code{events} are considered equivalent. If there is more than one observation per by group the first or last (with respect to \code{mode} and \code{order}) is select without @@ -134,13 +152,15 @@ If the event is of class \code{event_joined}, \code{filter_joined()} is called t select the observations. \item The variables specified by the \code{set_values_to} field of the event are added to the selected observations. +\item The variable specified for \code{tmp_event_nr_var} is added and set to +the number of the event. \item Only the variables specified for the \code{keep_source_vars} field of the event, and the by variables (\code{by_vars}) and the variables created by \code{set_values_to} are kept. } +\item All selected observations are bound together. \item For each group (with respect to the variables specified for the -\code{by_vars} parameter) the first event is selected. If there is more than one -observation per event the first or last observation (with respect to the +\code{by_vars} parameter) the first or last observation (with respect to the order specified for the \code{order} parameter and the mode specified for the \code{mode} parameter) is selected. \item The variables specified by the \code{set_values_to} parameter are added to @@ -193,8 +213,9 @@ derive_extreme_event( set_values_to = exprs(AVALC = "Missing", AVAL = 99) ) ), - order = exprs(ADY), - mode = "last", + tmp_event_nr_var = event_nr, + order = exprs(event_nr, desc(ADY)), + mode = "first", set_values_to = exprs( PARAMCD = "WSP", PARAM = "Worst Sleeping Problems" @@ -230,7 +251,8 @@ derive_extreme_event( set_values_to = exprs(AVALC = "Y") ) ), - order = exprs(AVISITN), + tmp_event_nr_var = event_nr, + order = exprs(event_nr, AVISITN), mode = "first", keep_source_vars = exprs(AVISITN), set_values_to = exprs( @@ -295,7 +317,8 @@ adrs <- tribble( derive_extreme_event( adrs, by_vars = exprs(USUBJID), - order = exprs(ADT), + tmp_event_nr_var = event_nr, + order = exprs(event_nr, ADT), mode = "first", source_datasets = list(adsl = adsl), events = list( diff --git a/tests/testthat/test-derive_extreme_event.R b/tests/testthat/test-derive_extreme_event.R index 426f1f8382..23711ceb8f 100644 --- a/tests/testthat/test-derive_extreme_event.R +++ b/tests/testthat/test-derive_extreme_event.R @@ -50,7 +50,8 @@ test_that("derive_extreme_records Test 1: `mode` = first", { set_values_to = exprs(AVALC = "Missing", AVAL = 99) ) ), - order = exprs(ADY), + tmp_event_nr_var = event_nr, + order = exprs(event_nr, ADY), mode = "first", set_values_to = exprs( PARAMCD = "WSP" @@ -116,7 +117,8 @@ test_that("derive_extreme_records Test 2: `mode` = last", { set_values_to = exprs(AVALC = "Missing", AVAL = 99) ) ), - order = exprs(ADY), + tmp_event_nr_var = event_nr, + order = exprs(desc(event_nr), ADY), mode = "last", set_values_to = exprs( PARAMCD = "WSP" @@ -216,7 +218,8 @@ test_that("derive_extreme_records Test 3: `source_datasets` works", { actual <- derive_extreme_event( dataset = adrs, by_vars = exprs(STUDYID, USUBJID), - order = exprs(ADT), + tmp_event_nr_var = event_nr, + order = exprs(event_nr, ADT), mode = "first", source_datasets = list(adsl = adsl), events = list( @@ -308,7 +311,8 @@ test_that("derive_extreme_records Test 4: event-specific mode", { set_values_to = exprs(AVALC = "Y") ) ), - order = exprs(AVISITN), + tmp_event_nr_var = event_nr, + order = exprs(event_nr, AVISITN), mode = "first", keep_source_vars = exprs(AVISITN), set_values_to = exprs( @@ -402,7 +406,8 @@ test_that("derive_extreme_records Test 5: event_joined() is handled correctly", derive_extreme_event( adrs, by_vars = exprs(STUDYID, USUBJID), - order = exprs(ADT), + tmp_event_nr_var = event_nr, + order = exprs(event_nr, ADT), mode = "first", source_datasets = list(adsl = adsl), events = list( @@ -511,8 +516,8 @@ test_that("derive_extreme_records Test 5: event_joined() is handled correctly", ) }) -## Test 6: ignore_event_order ---- -test_that("derive_extreme_records Test 6: ignore_event_order", { +## Test 6: no tmp_event_nr_var ---- +test_that("derive_extreme_records Test 6: no tmp_event_nr_var", { adrs <- tibble::tribble( ~USUBJID, ~AVISITN, ~AVALC, "1", 1, "PR", @@ -542,7 +547,6 @@ test_that("derive_extreme_records Test 6: ignore_event_order", { set_values_to = exprs(AVALC = "Y") ) ), - ignore_event_order = TRUE, set_values_to = exprs( PARAMCD = "CRSP" ) @@ -562,3 +566,57 @@ test_that("derive_extreme_records Test 6: ignore_event_order", { keys = c("USUBJID", "PARAMCD", "AVISITN") ) }) +## Test 7: deprecation of ignore_event_order ---- +test_that("derive_extreme_records Test 7: deprecation of ignore_event_order", { + adrs <- tibble::tribble( + ~USUBJID, ~AVISITN, ~AVALC, + "1", 1, "PR", + "1", 2, "CR", + "1", 3, "CR" + ) %>% + mutate(PARAMCD = "OVR") + + expect_warning( + actual <- derive_extreme_event( + adrs, + by_vars = exprs(USUBJID), + order = exprs(AVISITN), + mode = "first", + events = list( + event_joined( + join_vars = exprs(AVALC), + join_type = "after", + first_cond = AVALC.join == "CR", + condition = AVALC == "CR", + set_values_to = exprs(AVALC = "Y") + ), + event_joined( + join_vars = exprs(AVALC), + join_type = "after", + first_cond = AVALC.join %in% c("CR", "PR"), + condition = AVALC == "PR", + set_values_to = exprs(AVALC = "Y") + ) + ), + ignore_event_order = TRUE, + set_values_to = exprs( + PARAMCD = "CRSP" + ) + ), + class = "lifecycle_warning_deprecated" + ) + + expected <- bind_rows( + adrs, + tibble::tribble( + ~USUBJID, ~AVISITN, ~AVALC, ~PARAMCD, + "1", 1, "Y", "CRSP" + ) + ) + + expect_dfs_equal( + base = expected, + compare = actual, + keys = c("USUBJID", "PARAMCD", "AVISITN") + ) +}) diff --git a/vignettes/questionnaires.Rmd b/vignettes/questionnaires.Rmd index 12415d00ae..5a1b353e70 100644 --- a/vignettes/questionnaires.Rmd +++ b/vignettes/questionnaires.Rmd @@ -457,7 +457,8 @@ adsp <- adqs %>% filter(PARCAT1 == "SLEEPING PROBLEMS") %>% derive_extreme_event( by_vars = exprs(USUBJID, AVISIT), - order = exprs(ADY, QSSEQ), + tmp_event_nr_var = event_nr, + order = exprs(event_nr, ADY, QSSEQ), mode = "first", events = list( event( From c0ab881f7e33af8f0b1437f4dc0c680929b60509 Mon Sep 17 00:00:00 2001 From: Daniel Sjoberg Date: Thu, 2 Nov 2023 10:05:20 -0700 Subject: [PATCH 15/98] Exit website version article early (#2216) * Update website-versions.Rmd * Update website-versions.Rmd --- vignettes/articles/website-versions.Rmd | 9 ++++++++- 1 file changed, 8 insertions(+), 1 deletion(-) diff --git a/vignettes/articles/website-versions.Rmd b/vignettes/articles/website-versions.Rmd index 696c5b22a9..8b1763402b 100644 --- a/vignettes/articles/website-versions.Rmd +++ b/vignettes/articles/website-versions.Rmd @@ -17,8 +17,15 @@ base_url <- "https://pharmaverse.github.io/admiral/" # include the trailing backslash! # get list of all files in the `gh-pages` branch -df_all_files <- gert::git_ls(ref = "gh-pages") +df_all_files <- tryCatch(gert::git_ls(ref = "gh-pages"), error = function(x) FALSE) +# if a local user (not on CI) does not have a copy of the `gh-pages` branch, exit silently +if (!isTRUE(as.logical(Sys.getenv("CI"))) && isFALSE(df_all_files)) { + knitr::knit_exit() +} +``` + +```{r include=FALSE} # extract all folders in the root of the branch all_folders <- sub("/.*", "", df_all_files$path)[grepl( From 4fd22ce2ee13b7da03630fdef4955877a54304bd Mon Sep 17 00:00:00 2001 From: Jeff Dickinson Date: Fri, 3 Nov 2023 08:37:23 -0500 Subject: [PATCH 16/98] Closes #2139 Make derive_extreme_records() consistent (#2192) * #2139 chore: Make dataset_add mandatory for derive_extreme_records() * #2139 Add mandatory dataset_add to examples * #2130 Chore: Update derive_extreme_records from review comments --------- Co-authored-by: Jeffrey Dickinson --- NEWS.md | 2 + R/derive_extreme_records.R | 53 ++++++-------------- inst/templates/ad_adlb.R | 12 ++--- inst/templates/ad_advs.R | 1 + man/derive_extreme_records.Rd | 35 ++++++------- tests/testthat/test-derive_extreme_records.R | 17 +++---- vignettes/bds_finding.Rmd | 2 + 7 files changed, 47 insertions(+), 75 deletions(-) diff --git a/NEWS.md b/NEWS.md index 46306889d1..8506a67081 100644 --- a/NEWS.md +++ b/NEWS.md @@ -19,6 +19,8 @@ for the event number, which can be used in `order`. (#2140) ## Breaking Changes +- `derive_extreme_records()` the `dataset_add` argument is now mandatory. (#2139) + - In `derive_summary_records()` and `get_summary_records()` the arguments `analysis_var` and `summary_fun` were deprecated in favor of `set_values_to`. (#1792) diff --git a/R/derive_extreme_records.R b/R/derive_extreme_records.R index f63698d17e..af507e9ab5 100644 --- a/R/derive_extreme_records.R +++ b/R/derive_extreme_records.R @@ -1,18 +1,14 @@ #' Add the First or Last Observation for Each By Group as New Records #' #' Add the first or last observation for each by group as new observations. The -#' new observations can be selected from the input dataset or an additional -#' dataset. This function can be used for adding the maximum or minimum value -#' as a separate visit. All variables of the selected observation are kept. This -#' distinguishes `derive_extreme_records()` from `derive_summary_records()`, +#' new observations can be selected from the additional dataset. This function can +#' be used for adding the maximum or minimum value as a separate visit. +#' All variables of the selected observation are kept. This distinguishes +#' `derive_extreme_records()` from `derive_summary_records()`, #' where only the by variables are populated for the new records. #' #' @param dataset `r roxygen_param_dataset()` #' -#' If `dataset_add` is not specified, the new records are selected from the -#' input dataset. In this case the variables specified by `by_vars` and -#' `order` are expected. -#' #' @param dataset_ref Reference dataset #' #' The variables specified for `by_vars` are expected. For each @@ -21,18 +17,12 @@ #' #' @param dataset_add Additional dataset #' -#' Observations from the specified dataset are added as new records to the -#' input dataset (`dataset`). -#' -#' All observations in the specified dataset fulfilling the condition -#' specified by `filter_source` are considered. If `mode` and `order` are -#' specified, the first or last observation within each by group, defined by -#' `by_vars`, is selected. -#' -#' If the argument is not specified, the input dataset (`dataset`) is used. +#' The additional dataset, which determines the by groups returned in the input dataset, +#' based on the groups that exist in this dataset after being subset by `filter_add`. #' -#' The variables specified by the `by_vars` and `order` argument (if -#' applicable) are expected. +#' The variables specified in the `by_vars` and `filter_add` parameters are expected +#' in this dataset. If `mode` and `order` are specified, the first or last observation +#' within each by group, defined by `by_vars`, is selected. #' #' @param by_vars Grouping variables #' @@ -149,6 +139,7 @@ #' # Specify the variables that need to be kept in the new records. #' derive_extreme_records( #' adlb, +#' dataset_add = adlb, #' by_vars = exprs(USUBJID), #' order = exprs(AVAL, AVISITN), #' mode = "first", @@ -165,6 +156,7 @@ #' # AVISITN. Set AVISITN = 98 and DTYPE = MAXIMUM for these new records. #' derive_extreme_records( #' adlb, +#' dataset_add = adlb, #' by_vars = exprs(USUBJID), #' order = exprs(desc(AVAL), AVISITN), #' mode = "first", @@ -179,6 +171,7 @@ #' # Set AVISITN = 99 and DTYPE = LOV for these new records. #' derive_extreme_records( #' adlb, +#' dataset_add = adlb, #' by_vars = exprs(USUBJID), #' order = exprs(AVISITN), #' mode = "last", @@ -254,7 +247,7 @@ #' ) #' ) derive_extreme_records <- function(dataset = NULL, - dataset_add = NULL, + dataset_add, dataset_ref = NULL, by_vars = NULL, order = NULL, @@ -271,21 +264,13 @@ derive_extreme_records <- function(dataset = NULL, assert_expr_list(order, optional = TRUE) assert_expr_list(keep_source_vars, optional = TRUE) - if (is.null(dataset_add)) { - expected_vars <- expr_c(by_vars, extract_vars(order)) - } else { - expected_vars <- by_vars - } - assert_data_frame( dataset, - required_vars = expected_vars, optional = TRUE ) assert_data_frame( dataset_add, - required_vars = expr_c(by_vars, extract_vars(order)), - optional = TRUE + required_vars = expr_c(by_vars, extract_vars(order)) ) assert_data_frame( dataset_ref, @@ -307,18 +292,8 @@ derive_extreme_records <- function(dataset = NULL, exist_flag <- assert_symbol(enexpr(exist_flag), optional = TRUE) filter_add <- assert_filter_cond(enexpr(filter_add), optional = TRUE) assert_varval_list(set_values_to) - if (is.null(dataset) && is.null(dataset_add)) { - abort(paste( - "Neither `dataset` nor `dataset_add` is specified.", - "At least one of them must be specified.", - sep = "\n" - )) - } # Create new observations - if (is.null(dataset_add)) { - dataset_add <- dataset - } new_add_obs <- filter_if(dataset_add, filter_add) if (!is.null(order)) { diff --git a/inst/templates/ad_adlb.R b/inst/templates/ad_adlb.R index d89dc59cb2..b412ae4491 100644 --- a/inst/templates/ad_adlb.R +++ b/inst/templates/ad_adlb.R @@ -380,11 +380,11 @@ adlb <- adlb %>% adlb <- adlb %>% # get MINIMUM value derive_extreme_records( + dataset_add = adlb, by_vars = exprs(STUDYID, USUBJID, PARAMCD, BASETYPE), order = exprs(AVAL, ADT, AVISITN), mode = "first", - # "AVISITN < 9997" to evaluate only real visits - filter_add = (!is.na(AVAL) & ONTRTFL == "Y" & AVISITN < 9997), + filter_add = (!is.na(AVAL) & ONTRTFL == "Y"), set_values_to = exprs( AVISITN = 9997, AVISIT = "POST-BASELINE MINIMUM", @@ -393,11 +393,11 @@ adlb <- adlb %>% ) %>% # get MAXIMUM value derive_extreme_records( + dataset_add = adlb, by_vars = exprs(STUDYID, USUBJID, PARAMCD, BASETYPE), order = exprs(desc(AVAL), ADT, AVISITN), mode = "first", - # "AVISITN < 9997" to evaluate only real visits - filter_add = (!is.na(AVAL) & ONTRTFL == "Y" & AVISITN < 9997), + filter_add = (!is.na(AVAL) & ONTRTFL == "Y"), set_values_to = exprs( AVISITN = 9998, AVISIT = "POST-BASELINE MAXIMUM", @@ -406,11 +406,11 @@ adlb <- adlb %>% ) %>% # get LOV value derive_extreme_records( + dataset_add = adlb, by_vars = exprs(STUDYID, USUBJID, PARAMCD, BASETYPE), order = exprs(ADT, AVISITN), mode = "last", - # "AVISITN < 9997" to evaluate only real visits - filter_add = (ONTRTFL == "Y" & AVISITN < 9997), + filter_add = (ONTRTFL == "Y"), set_values_to = exprs( AVISITN = 9999, AVISIT = "POST-BASELINE LAST", diff --git a/inst/templates/ad_advs.R b/inst/templates/ad_advs.R index 85f00152c6..af0b41b3c2 100644 --- a/inst/templates/ad_advs.R +++ b/inst/templates/ad_advs.R @@ -250,6 +250,7 @@ advs <- advs %>% # Assign TRTA, TRTP # Create End of Treatment Record derive_extreme_records( + dataset_add = advs, by_vars = exprs(STUDYID, USUBJID, PARAMCD, ATPTN), order = exprs(ADT, AVISITN, AVAL), mode = "last", diff --git a/man/derive_extreme_records.Rd b/man/derive_extreme_records.Rd index 48b88a38ac..69aa892b3f 100644 --- a/man/derive_extreme_records.Rd +++ b/man/derive_extreme_records.Rd @@ -6,7 +6,7 @@ \usage{ derive_extreme_records( dataset = NULL, - dataset_add = NULL, + dataset_add, dataset_ref = NULL, by_vars = NULL, order = NULL, @@ -21,26 +21,16 @@ derive_extreme_records( ) } \arguments{ -\item{dataset}{Input dataset - -If \code{dataset_add} is not specified, the new records are selected from the -input dataset. In this case the variables specified by \code{by_vars} and -\code{order} are expected.} +\item{dataset}{Input dataset} \item{dataset_add}{Additional dataset -Observations from the specified dataset are added as new records to the -input dataset (\code{dataset}). - -All observations in the specified dataset fulfilling the condition -specified by \code{filter_source} are considered. If \code{mode} and \code{order} are -specified, the first or last observation within each by group, defined by -\code{by_vars}, is selected. - -If the argument is not specified, the input dataset (\code{dataset}) is used. +The additional dataset, which determines the by groups returned in the input dataset, +based on the groups that exist in this dataset after being subset by \code{filter_add}. -The variables specified by the \code{by_vars} and \code{order} argument (if -applicable) are expected.} +The variables specified in the \code{by_vars} and \code{filter_add} parameters are expected +in this dataset. If \code{mode} and \code{order} are specified, the first or last observation +within each by group, defined by \code{by_vars}, is selected.} \item{dataset_ref}{Reference dataset @@ -140,10 +130,10 @@ added as new observations. } \description{ Add the first or last observation for each by group as new observations. The -new observations can be selected from the input dataset or an additional -dataset. This function can be used for adding the maximum or minimum value -as a separate visit. All variables of the selected observation are kept. This -distinguishes \code{derive_extreme_records()} from \code{derive_summary_records()}, +new observations can be selected from the additional dataset. This function can +be used for adding the maximum or minimum value as a separate visit. +All variables of the selected observation are kept. This distinguishes +\code{derive_extreme_records()} from \code{derive_summary_records()}, where only the by variables are populated for the new records. } \details{ @@ -185,6 +175,7 @@ adlb <- tribble( # Specify the variables that need to be kept in the new records. derive_extreme_records( adlb, + dataset_add = adlb, by_vars = exprs(USUBJID), order = exprs(AVAL, AVISITN), mode = "first", @@ -201,6 +192,7 @@ derive_extreme_records( # AVISITN. Set AVISITN = 98 and DTYPE = MAXIMUM for these new records. derive_extreme_records( adlb, + dataset_add = adlb, by_vars = exprs(USUBJID), order = exprs(desc(AVAL), AVISITN), mode = "first", @@ -215,6 +207,7 @@ derive_extreme_records( # Set AVISITN = 99 and DTYPE = LOV for these new records. derive_extreme_records( adlb, + dataset_add = adlb, by_vars = exprs(USUBJID), order = exprs(AVISITN), mode = "last", diff --git a/tests/testthat/test-derive_extreme_records.R b/tests/testthat/test-derive_extreme_records.R index 53d34bc804..a083da8404 100644 --- a/tests/testthat/test-derive_extreme_records.R +++ b/tests/testthat/test-derive_extreme_records.R @@ -23,6 +23,7 @@ test_that("derive_extreme_records Test 1: add last observation for each group", actual_output <- derive_extreme_records( input, + dataset_add = input, order = exprs(AVISITN, LBSEQ), by_vars = exprs(USUBJID), mode = "last", @@ -299,17 +300,13 @@ test_that("derive_extreme_records Test 5: latest evaluable tumor assessment date ) }) -## Test 6: error if no input data ---- -test_that("derive_extreme_records Test 6: error if no input data", { +## Test 6: error if no dataset_add ---- +test_that("derive_extreme_records Test 6: error if no dataset_add", { expect_error( derive_extreme_records( set_values_to = exprs(PARAMCD = "HELLO") ), - regexp = paste( - "Neither `dataset` nor `dataset_add` is specified.", - "At least one of them must be specified.", - sep = "\n" - ), + regexp = "argument \"dataset_add\" is missing, with no default", fixed = TRUE ) }) @@ -339,6 +336,7 @@ test_that("derive_extreme_records Test 7: keep vars in `keep_source_vars` in the actual_output <- derive_extreme_records( input, + dataset_add = input, order = exprs(AVISITN, LBSEQ), by_vars = exprs(USUBJID), mode = "last", @@ -377,6 +375,7 @@ test_that("derive_extreme_records Test 8: keep all vars in the new records when actual_output <- derive_extreme_records( input, + dataset_add = input, order = exprs(AVISITN, LBSEQ), by_vars = exprs(USUBJID), mode = "last", @@ -391,8 +390,8 @@ test_that("derive_extreme_records Test 8: keep all vars in the new records when ) }) -## Test 10: order vars from dataset_add ---- -test_that("derive_extreme_records Test 10: order vars from dataset_add", { +## Test 9: order vars from dataset_add ---- +test_that("derive_extreme_records Test 9: order vars from dataset_add", { bds <- tibble::tribble( ~USUBJID, ~PARAMCD, ~AVALC, "1", "PARAM", "1" diff --git a/vignettes/bds_finding.Rmd b/vignettes/bds_finding.Rmd index 20e2fbdf62..05a65d5494 100644 --- a/vignettes/bds_finding.Rmd +++ b/vignettes/bds_finding.Rmd @@ -927,6 +927,7 @@ assign a unique `AVISITN` value. ```{r eval=TRUE} advs_ex1 <- advs %>% derive_extreme_records( + dataset_add = advs, by_vars = exprs(STUDYID, USUBJID, PARAMCD), order = exprs(ADT, AVISITN, ATPTN, AVAL), mode = "last", @@ -956,6 +957,7 @@ and assign a unique `AVISITN` value. ```{r eval=TRUE} advs_ex1 <- advs %>% derive_extreme_records( + dataset_add = advs, by_vars = exprs(STUDYID, USUBJID, PARAMCD), order = exprs(AVAL, ADT, AVISITN, ATPTN), mode = "first", From 89a26abd37da8070454c5263384a66b759a2f67b Mon Sep 17 00:00:00 2001 From: Sukalpo Saha Date: Mon, 6 Nov 2023 23:49:05 +0530 Subject: [PATCH 17/98] Closes #2146 Fix Time Imputation Flag (#2195) * #2146 Fix Time Imputation Flag * #2146 check templates error * #2146 replace do.call * Replace function short hand with function * Update changelog --------- Co-authored-by: Ben Straub Co-authored-by: Daniel Sjoberg --- NAMESPACE | 5 ++++ NEWS.md | 4 +++ R/admiral-package.R | 7 ++--- R/derive_date_vars.R | 37 ++++++++++++++++++++------ man/compute_tmf.Rd | 12 ++++++--- tests/testthat/test-derive_date_vars.R | 27 ++++++++++++------- 6 files changed, 69 insertions(+), 23 deletions(-) diff --git a/NAMESPACE b/NAMESPACE index 9bf86be5c1..80f76447b3 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -201,12 +201,15 @@ importFrom(lubridate,date) importFrom(lubridate,days) importFrom(lubridate,duration) importFrom(lubridate,floor_date) +importFrom(lubridate,hour) importFrom(lubridate,hours) importFrom(lubridate,is.Date) importFrom(lubridate,is.POSIXct) importFrom(lubridate,is.instant) +importFrom(lubridate,minute) importFrom(lubridate,minutes) importFrom(lubridate,rollback) +importFrom(lubridate,second) importFrom(lubridate,time_length) importFrom(lubridate,weeks) importFrom(lubridate,years) @@ -220,6 +223,7 @@ importFrom(purrr,keep) importFrom(purrr,map) importFrom(purrr,map2) importFrom(purrr,map_chr) +importFrom(purrr,map_dbl) importFrom(purrr,map_if) importFrom(purrr,map_lgl) importFrom(purrr,modify_at) @@ -244,6 +248,7 @@ importFrom(rlang,current_env) importFrom(rlang,enexpr) importFrom(rlang,eval_bare) importFrom(rlang,eval_tidy) +importFrom(rlang,exec) importFrom(rlang,expr) importFrom(rlang,expr_interp) importFrom(rlang,expr_label) diff --git a/NEWS.md b/NEWS.md index 8506a67081..719160632c 100644 --- a/NEWS.md +++ b/NEWS.md @@ -4,6 +4,10 @@ ## Updates of Existing Functions +- Fixed a bug in `compute_tmf()` where the time imputation flag was being incorrectly +populated when any of the existing time components (hour, minute and/or second) of the date +character vector (`'--DTC'`), was imputed. (#2146) + - `derive_extreme_records()`, `derive_var_extreme_flag()`,`derive_vars_joined()` and `derive_vars_merged()` were enhanced with the arguments `true_value` and `false_value` to align with preexisting functions that had similar functionality (#2125) - `restrict_derivation()` now allows `{dplyr}` functions like `mutate` in the diff --git a/R/admiral-package.R b/R/admiral-package.R index f6e02aae22..55b525bb4f 100644 --- a/R/admiral-package.R +++ b/R/admiral-package.R @@ -11,16 +11,17 @@ #' call2 caller_env call_name current_env .data enexpr eval_bare eval_tidy #' expr expr_interp expr_label exprs f_lhs f_rhs inform is_call is_expression #' is_missing new_formula parse_expr parse_exprs set_names sym syms type_of -#' warn as_data_mask list2 +#' warn as_data_mask list2 exec #' @importFrom utils capture.output str file.edit #' @importFrom purrr map map2 map_chr map_lgl reduce walk keep map_if transpose -#' flatten every modify_at modify_if reduce compose pmap +#' flatten every modify_at modify_if reduce compose pmap map_dbl #' @importFrom stringr str_c str_count str_detect str_extract str_glue #' str_length str_locate str_locate_all str_match str_remove str_remove_all #' str_replace str_replace_all str_split str_starts str_sub str_subset #' str_trim str_to_lower str_to_title str_to_upper #' @importFrom lubridate as_datetime ceiling_date date days duration floor_date is.Date is.instant -#' rollback time_length %--% ymd ymd_hms weeks years hours minutes is.POSIXct +#' rollback time_length %--% ymd ymd_hms weeks years hours minutes is.POSIXct hour +#' minute second #' @importFrom tidyr crossing drop_na fill nest pivot_longer pivot_wider unnest #' @importFrom tidyselect all_of any_of contains matches vars_select #' @importFrom hms as_hms diff --git a/R/derive_date_vars.R b/R/derive_date_vars.R index aa3a81f49c..a443e91c6c 100644 --- a/R/derive_date_vars.R +++ b/R/derive_date_vars.R @@ -1207,9 +1207,15 @@ compute_dtf <- function(dtc, dt) { #' @export #' #' @examples -#' compute_tmf(dtc = "2019-07-18T15:25", dtm = as.POSIXct("2019-07-18T15:25:00")) -#' compute_tmf(dtc = "2019-07-18T15", dtm = as.POSIXct("2019-07-18T15:25:00")) -#' compute_tmf(dtc = "2019-07-18", dtm = as.POSIXct("2019-07-18")) +#' library(lubridate) +#' +#' compute_tmf(dtc = "2019-07-18T15:25", dtm = ymd_hms("2019-07-18T15:25:00")) +#' compute_tmf(dtc = "2019-07-18T15", dtm = ymd_hms("2019-07-18T15:25:00")) +#' compute_tmf(dtc = "2019-07-18", dtm = ymd("2019-07-18")) +#' compute_tmf(dtc = "2022-05--T00:00", dtm = ymd_hms("2022-05-15T23:59:59")) +#' compute_tmf(dtc = "2022-05--T23:00", dtm = ymd_hms("2022-05-15T23:59:59")) +#' compute_tmf(dtc = "2022-05--T23:59:00", dtm = ymd_hms("2022-05-15T23:59:59")) +#' compute_tmf <- function(dtc, dtm, ignore_seconds_flag = FALSE) { @@ -1217,15 +1223,30 @@ compute_tmf <- function(dtc, assert_character_vector(dtc) assert_logical_scalar(ignore_seconds_flag) + valid_dtc <- is_valid_dtc(dtc) + warn_if_invalid_dtc(dtc, valid_dtc) + partial <- get_partialdatetime(dtc) highest_miss <- convert_blanks_to_na(vector("character", length(dtc))) - for (c in c("hour", "minute", "second")) { + + # concatenate lubridate functions: `hour()`, `minute()`, `second()` to map over dtm input + hms <- c("hour", "minute", "second") + + # extract hour, minute, second over each value of dtm and put into a list time_part + time_part <- + map(set_names(hms), function(y) map_dbl(dtm, function(x) exec(y, x))) + + for (c in hms) { highest_miss <- - if_else(is.na(partial[[c]]) & is.na(highest_miss), c, highest_miss) + if_else((is.na(partial[[c]]) & is.na(highest_miss)) | + ( + !is.na(partial[[c]]) & + is.na(highest_miss) & as.numeric(partial[[c]]) != time_part[[c]] + ), + c, + highest_miss + ) } - is_na <- is.na(dtm) - valid_dtc <- is_valid_dtc(dtc) - warn_if_invalid_dtc(dtc, valid_dtc) map <- c( hour = "H", diff --git a/man/compute_tmf.Rd b/man/compute_tmf.Rd index e65b90cfe3..7418ad9dc8 100644 --- a/man/compute_tmf.Rd +++ b/man/compute_tmf.Rd @@ -35,9 +35,15 @@ Derive the time imputation flag (\code{'--TMF'}) comparing a date character vect Usually this computation function can not be used with \verb{\%>\%}. } \examples{ -compute_tmf(dtc = "2019-07-18T15:25", dtm = as.POSIXct("2019-07-18T15:25:00")) -compute_tmf(dtc = "2019-07-18T15", dtm = as.POSIXct("2019-07-18T15:25:00")) -compute_tmf(dtc = "2019-07-18", dtm = as.POSIXct("2019-07-18")) +library(lubridate) + +compute_tmf(dtc = "2019-07-18T15:25", dtm = ymd_hms("2019-07-18T15:25:00")) +compute_tmf(dtc = "2019-07-18T15", dtm = ymd_hms("2019-07-18T15:25:00")) +compute_tmf(dtc = "2019-07-18", dtm = ymd("2019-07-18")) +compute_tmf(dtc = "2022-05--T00:00", dtm = ymd_hms("2022-05-15T23:59:59")) +compute_tmf(dtc = "2022-05--T23:00", dtm = ymd_hms("2022-05-15T23:59:59")) +compute_tmf(dtc = "2022-05--T23:59:00", dtm = ymd_hms("2022-05-15T23:59:59")) + } \seealso{ Date/Time Computation Functions that returns a vector: diff --git a/tests/testthat/test-derive_date_vars.R b/tests/testthat/test-derive_date_vars.R index a063f390ee..1678c29b83 100644 --- a/tests/testthat/test-derive_date_vars.R +++ b/tests/testthat/test-derive_date_vars.R @@ -587,20 +587,26 @@ test_that("compute_tmf Test 30: compute TMF", { "2003-12-15T-:15:18", "2003-12-15T13:-:19", "2020-07--T00:00", - "2020-07--T00:00:00" + "2020-07--T00:00:00", + "2022-05--T00:00", + "2022-05--T23:00", + "2022-05--T23:59:00" ) input_dtm <- c( - as.POSIXct("2019-07-18T15:25:52"), - as.POSIXct("2019-07-18T15:25:00"), - as.POSIXct("2019-07-18T15:00:00"), + ymd_hms("2019-07-18T15:25:52"), + ymd_hms("2019-07-18T15:25:00"), + ymd_hms("2019-07-18T15:00:00"), as.POSIXct("2019-07-18"), as.POSIXct("2019-02-01"), as.POSIXct(NA_character_), as.POSIXct(NA_character_), - as.POSIXct("2003-12-15T23:15:18"), - as.POSIXct("2003-12-15T13:59:19"), - as.POSIXct("2020-07-31T00:00:59"), - as.POSIXct("2020-07-31T00:00:59") + ymd_hms("2003-12-15T23:15:18"), + ymd_hms("2003-12-15T13:59:19"), + ymd_hms("2020-07-31T00:00:59"), + ymd_hms("2020-07-31T00:00:00"), + ymd_hms("2022-05-15T23:59:59"), + ymd_hms("2022-05-15T23:59:59"), + ymd_hms("2022-05-15T23:59:59") ) expected_output <- c( NA_character_, @@ -613,7 +619,10 @@ test_that("compute_tmf Test 30: compute TMF", { "H", "M", "S", - NA_character_ + NA_character_, + "H", + "M", + "S" ) expect_equal( From 5a0f7ed1c4829811daf75a0f08f7dc2f0f20bdf0 Mon Sep 17 00:00:00 2001 From: Stefan Bundfuss <80953585+bundfussr@users.noreply.github.com> Date: Mon, 6 Nov 2023 19:33:35 +0100 Subject: [PATCH 18/98] Closes #2126 unify_joined: update derive_vars_joined(), derive_var_joined_exist_flag(), filter_joined() (#2163) * #2126 unify_joined: update arguments and tests of filter_joined() and derive_var_joined_exist_flag() * #2126 unify_joined: update examples for derive_var_joined_exist_flag() * #2126 unify_joined: documentation of filter_joined() and derive_var_joined_exist_flag() * #2126 unify_joined: update derive_vars_joined() * #2126 unify_joined: add get_joined_data(), update derive_extreme_event(), add tests * #2126 unify_joined: update templates * #2126 unify_joined: style files * #2126 unify_joined: update vignettes * #2126 unify_joined: update vignettes * #2126 unify_joined: style files * #2126 unify_joined: style files * #2126 unify_joined: remove commented out code * #2126 unify_joined: fix lintr issues * #2126 unify_joined: add example for first_cond_lower * #2126 unify_joined: update function documentation * #2126 unify_joined: style files * #2126 unify_joined: style files * #2126 unify_joined: update NEWS.md * #2126 unify_joined: improve documentation * #2126 unify_joined: add example to event_joined() * #2126 unify_joined: fix R-CMD check * #2126 unify_joined: check class of deprecation warning * #2126 unify_joined: improve documentation * #2126 unify_joined: style files * #2126 unify_joined: clean up globals.R * #2126 unify_joined: improve documentation --------- Co-authored-by: Jerry Johnson Co-authored-by: Ben Straub --- NEWS.md | 23 + R/derive_extreme_event.R | 224 +++++++- R/derive_joined.R | 526 ++++++++++++++++-- R/derive_var_joined_exist_flag.R | 230 ++++++-- R/filter_joined.R | 288 +++++++--- R/globals.R | 22 - inst/templates/ad_adae.R | 1 + inst/templates/ad_adlbhy.R | 3 +- inst/templates/ad_adpc.R | 4 + inst/templates/ad_adppk.R | 2 + man/derive_extreme_event.Rd | 8 +- man/derive_var_joined_exist_flag.Rd | 212 +++++-- man/derive_vars_joined.Rd | 128 +++++ man/event.Rd | 12 +- man/event_joined.Rd | 200 ++++++- man/filter_joined.Rd | 199 +++++-- man/get_joined_data.Rd | 211 +++++++ tests/testthat/test-derive_extreme_event.R | 68 ++- tests/testthat/test-derive_joined.R | 58 ++ .../test-derive_var_joined_exist_flag.R | 144 ++++- tests/testthat/test-filter_joined.R | 90 ++- vignettes/generic.Rmd | 3 + vignettes/hys_law.Rmd | 1 + vignettes/occds.Rmd | 1 + vignettes/pk_adnca.Rmd | 6 + vignettes/questionnaires.Rmd | 13 +- vignettes/visits_periods.Rmd | 13 +- 27 files changed, 2339 insertions(+), 351 deletions(-) create mode 100644 man/get_joined_data.Rd diff --git a/NEWS.md b/NEWS.md index 719160632c..9f89acb292 100644 --- a/NEWS.md +++ b/NEWS.md @@ -17,6 +17,22 @@ character vector (`'--DTC'`), was imputed. (#2146) were enhanced such that more than one summary variable can be derived, e.g., `AVAL` as the sum and `ADT` as the maximum of the contributing records. (#1792) +- The "joined" functions (`derive_vars_joined()`, `derive_var_joined_exist_flag()`, +`filter_joined()`, and `event_joined()`) were unified: (#2126) + - The `dataset_add` and `filter_add` arguments were added to + `derive_var_joined_exist_flag()` and `filter_joined()`. + - The `filter` argument was renamed to `filter_join` in + `derive_var_joined_exist_flag()` and `filter_joined()`. + - The `tmp_obs_nr_var`, the `join_type`, the `first_cond_lower`, and the + `first_cond_upper` arguments were added to `derive_vars_joined()`. + - In `derive_var_joined_exist_flag()`, `filter_joined()`, and `event_joined()` + the `first_cond` argument was renamed to `first_cond_upper` and the + `first_cond_lower` argument was added. + - In all "joined" functions the `filter_add` argument is applied to the + additional dataset grouped by `by_vars` and the `filter_join` argument is + applied to the joined dataset grouped by the observations from the input + dataset. I.e., summary functions like `all()` or `any()` can be used. + - The `tmp_event_nr_var` argument was added to `derive_extreme_records()` to allow more control of the selection of records. It creates a temporary variable for the event number, which can be used in `order`. (#2140) @@ -38,6 +54,13 @@ for the event number, which can be used in `order`. (#2140) - The default value for the `false_value` argument in `derive_extreme_records()` was changed to `NA_character_` (#2125) +- In `filter_joined()` and `derive_var_joined_exist_flag()` (#2126) + - the `first_cond` argument was deprecated in favor of `first_cond_upper` and + - the `filter` argument was deprecated in favor of `filter_join`. + +- In `event_joined()` the `first_cond` argument was deprecated in favor of +`first_cond_upper`. (#2126) + - The `ignore_event_order` argument in `derive_extreme_event()` was deprecated and the selection of the records was changed to allow more control. Before, the records were selected first by event and then by `order`. Now they are selected diff --git a/R/derive_extreme_event.R b/R/derive_extreme_event.R index 5537176244..f76febb25a 100644 --- a/R/derive_extreme_event.R +++ b/R/derive_extreme_event.R @@ -39,8 +39,8 @@ #' @param mode Selection mode (first or last) #' #' If a particular event from `events` has more than one observation, -#' "first"/"last" is to select the first/last record of this type of events -#' sorting by `order`. +#' `"first"`/`"last"` is used to select the first/last record of this type of +#' event sorting by `order`. #' #' *Permitted Values:* `"first"`, `"last"` #' @@ -276,7 +276,7 @@ #' ), #' join_vars = exprs(AVALC, ADT), #' join_type = "after", -#' first_cond = AVALC.join == "CR" & +#' first_cond_upper = AVALC.join == "CR" & #' ADT.join >= ADT + 28, #' condition = AVALC == "CR" & #' all(AVALC.join %in% c("CR", "NE")) & @@ -292,7 +292,7 @@ #' ), #' join_vars = exprs(AVALC, ADT), #' join_type = "after", -#' first_cond = AVALC.join %in% c("CR", "PR") & +#' first_cond_upper = AVALC.join %in% c("CR", "PR") & #' ADT.join >= ADT + 28, #' condition = AVALC == "PR" & #' all(AVALC.join %in% c("CR", "PR", "NE")) & @@ -447,12 +447,14 @@ derive_extreme_event <- function(dataset, } else { data_events <- filter_joined( data_source, + dataset_add = data_source, by_vars = by_vars, join_vars = event$join_vars, join_type = event$join_type, - first_cond = !!event$first_cond, + first_cond_lower = !!event$first_cond_lower, + first_cond_upper = !!event$first_cond_upper, order = event_order, - filter = !!event$condition + filter_join = !!event$condition ) } if (is.null(event$keep_source_vars)) { @@ -495,6 +497,8 @@ derive_extreme_event <- function(dataset, #' `derive_extreme_event()`. If the argument is not specified, the input #' dataset (`dataset`) of `derive_extreme_event()` is used. #' +#' *Permitted Values*: a character scalar +#' #' @param condition An unquoted condition for selecting the observations, which #' will contribute to the extreme event. If the condition contains summary #' functions like `all()`, they are evaluated for each by group separately. @@ -517,6 +521,8 @@ derive_extreme_event <- function(dataset, #' PARAM = "Worst Sleeping Problems")`. The values can be a symbol, a #' character string, a numeric value, `NA` or an expression. #' +#' *Permitted Values*: a named list of expressions, e.g., created by `exprs()` +#' #' @param keep_source_vars Variables to keep from the source dataset #' #' The specified variables are kept for the selected observations. The @@ -532,6 +538,8 @@ derive_extreme_event <- function(dataset, #' The description does not affect the derivations where the event is used. It #' is intended for documentation only. #' +#' *Permitted Values*: a character scalar +#' #' @keywords source_specifications #' @family source_specifications #' @@ -587,9 +595,22 @@ event <- function(dataset_name = NULL, #' `derive_extreme_event()`. If the argument is not specified, the input #' dataset (`dataset`) of `derive_extreme_event()` is used. #' +#' *Permitted Values*: a character scalar +#' #' @param condition An unquoted condition for selecting the observations, which #' will contribute to the extreme event. #' +#' The condition is applied to the joined dataset for selecting the confirmed +#' observations. The condition can include summary functions like `all()` or +#' `any()`. The joined dataset is grouped by the original observations. I.e., +#' the summary function are applied to all observations up to the confirmation +#' observation. For example in the oncology setting when using this function +#' for confirmed best overall response, `condition = AVALC == "CR" & +#' all(AVALC.join %in% c("CR", "NE")) & count_vals(var = AVALC.join, val = +#' "NE") <= 1` selects observations with response "CR" and for all +#' observations up to the confirmation observation the response is "CR" or +#' "NE" and there is at most one "NE". +#' #' *Permitted Values*: an unquoted condition #' #' @param join_vars Variables to keep from joined dataset @@ -598,11 +619,13 @@ event <- function(dataset_name = NULL, #' this parameter. The specified variables are added to the joined dataset #' with suffix ".join". For example to select all observations with `AVALC == #' "Y"` and `AVALC == "Y"` for at least one subsequent visit `join_vars = -#' exprs(AVALC, AVISITN)` and `filter = AVALC == "Y" & AVALC.join == "Y" & +#' exprs(AVALC, AVISITN)` and `condition = AVALC == "Y" & AVALC.join == "Y" & #' AVISITN < AVISITN.join` could be specified. #' #' The `*.join` variables are not included in the output dataset. #' +#' *Permitted Values*: a named list of expressions, e.g., created by `exprs()` +#' #' @param join_type Observations to keep after joining #' #' The argument determines which of the joined observations are kept with @@ -614,11 +637,45 @@ event <- function(dataset_name = NULL, #' #' @param first_cond Condition for selecting range of data #' +#' `r lifecycle::badge("deprecated")` +#' +#' This argument is *deprecated*, please use `first_cond_upper` instead. +#' #' If this argument is specified, the other observations are restricted up to #' the first observation where the specified condition is fulfilled. If the #' condition is not fulfilled for any of the subsequent observations, all #' observations are removed. #' +#' *Permitted Values*: an unquoted condition +#' +#' @param first_cond_lower Condition for selecting range of data (before) +#' +#' If this argument is specified, the other observations are restricted from +#' the first observation before the current observation where the specified +#' condition is fulfilled up to the current observation. If the condition is +#' not fulfilled for any of the other observations, no observations are +#' considered, i.e., the observation is not flagged. +#' +#' This parameter should be specified if `condition` contains summary +#' functions which should not apply to all observations but only from a +#' certain observation before the current observation up to the current +#' observation. +#' +#' *Permitted Values*: an unquoted condition +#' +#' @param first_cond_upper Condition for selecting range of data (after) +#' +#' If this argument is specified, the other observations are restricted up to +#' the first observation where the specified condition is fulfilled. If the +#' condition is not fulfilled for any of the other observations, no +#' observations are considered, i.e., the observation is not flagged. +#' +#' This parameter should be specified if `condition` contains summary +#' functions which should not apply to all observations but only up to the +#' confirmation assessment. +#' +#' *Permitted Values*: an unquoted condition +#' #' @param order If specified, the specified variables or expressions are used to #' select the first observation. #' @@ -627,6 +684,8 @@ event <- function(dataset_name = NULL, #' #' @inheritParams event #' +#' @return An object of class `event_joined` +#' #' @keywords source_specifications #' @family source_specifications #' @@ -634,16 +693,162 @@ event <- function(dataset_name = NULL, #' #' @export #' -#' @return An object of class `event_joined` +#' @examples +#' library(tibble) +#' library(dplyr) +#' library(lubridate) +#' # Derive confirmed best overall response (using event_joined()) +#' # CR - complete response, PR - partial response, SD - stable disease +#' # NE - not evaluable, PD - progressive disease +#' adsl <- tribble( +#' ~USUBJID, ~TRTSDTC, +#' "1", "2020-01-01", +#' "2", "2019-12-12", +#' "3", "2019-11-11", +#' "4", "2019-12-30", +#' "5", "2020-01-01", +#' "6", "2020-02-02", +#' "7", "2020-02-02", +#' "8", "2020-02-01" +#' ) %>% +#' mutate(TRTSDT = ymd(TRTSDTC)) +#' +#' adrs <- tribble( +#' ~USUBJID, ~ADTC, ~AVALC, +#' "1", "2020-01-01", "PR", +#' "1", "2020-02-01", "CR", +#' "1", "2020-02-16", "NE", +#' "1", "2020-03-01", "CR", +#' "1", "2020-04-01", "SD", +#' "2", "2020-01-01", "SD", +#' "2", "2020-02-01", "PR", +#' "2", "2020-03-01", "SD", +#' "2", "2020-03-13", "CR", +#' "4", "2020-01-01", "PR", +#' "4", "2020-03-01", "NE", +#' "4", "2020-04-01", "NE", +#' "4", "2020-05-01", "PR", +#' "5", "2020-01-01", "PR", +#' "5", "2020-01-10", "PR", +#' "5", "2020-01-20", "PR", +#' "6", "2020-02-06", "PR", +#' "6", "2020-02-16", "CR", +#' "6", "2020-03-30", "PR", +#' "7", "2020-02-06", "PR", +#' "7", "2020-02-16", "CR", +#' "7", "2020-04-01", "NE", +#' "8", "2020-02-16", "PD" +#' ) %>% +#' mutate( +#' ADT = ymd(ADTC), +#' PARAMCD = "OVR", +#' PARAM = "Overall Response by Investigator" +#' ) %>% +#' derive_vars_merged( +#' dataset_add = adsl, +#' by_vars = exprs(USUBJID), +#' new_vars = exprs(TRTSDT) +#' ) +#' +#' derive_extreme_event( +#' adrs, +#' by_vars = exprs(USUBJID), +#' order = exprs(ADT), +#' mode = "first", +#' source_datasets = list(adsl = adsl), +#' events = list( +#' event_joined( +#' description = paste( +#' "CR needs to be confirmed by a second CR at least 28 days later", +#' "at most one NE is acceptable between the two assessments" +#' ), +#' join_vars = exprs(AVALC, ADT), +#' join_type = "after", +#' first_cond_upper = AVALC.join == "CR" & +#' ADT.join >= ADT + 28, +#' condition = AVALC == "CR" & +#' all(AVALC.join %in% c("CR", "NE")) & +#' count_vals(var = AVALC.join, val = "NE") <= 1, +#' set_values_to = exprs( +#' AVALC = "CR" +#' ) +#' ), +#' event_joined( +#' description = paste( +#' "PR needs to be confirmed by a second CR or PR at least 28 days later,", +#' "at most one NE is acceptable between the two assessments" +#' ), +#' join_vars = exprs(AVALC, ADT), +#' join_type = "after", +#' first_cond_upper = AVALC.join %in% c("CR", "PR") & +#' ADT.join >= ADT + 28, +#' condition = AVALC == "PR" & +#' all(AVALC.join %in% c("CR", "PR", "NE")) & +#' count_vals(var = AVALC.join, val = "NE") <= 1, +#' set_values_to = exprs( +#' AVALC = "PR" +#' ) +#' ), +#' event( +#' description = paste( +#' "CR, PR, or SD are considered as SD if occurring at least 28", +#' "after treatment start" +#' ), +#' condition = AVALC %in% c("CR", "PR", "SD") & ADT >= TRTSDT + 28, +#' set_values_to = exprs( +#' AVALC = "SD" +#' ) +#' ), +#' event( +#' condition = AVALC == "PD", +#' set_values_to = exprs( +#' AVALC = "PD" +#' ) +#' ), +#' event( +#' condition = AVALC %in% c("CR", "PR", "SD", "NE"), +#' set_values_to = exprs( +#' AVALC = "NE" +#' ) +#' ), +#' event( +#' description = "set response to MISSING for patients without records in ADRS", +#' dataset_name = "adsl", +#' condition = TRUE, +#' set_values_to = exprs( +#' AVALC = "MISSING" +#' ), +#' keep_source_vars = exprs(TRTSDT) +#' ) +#' ), +#' set_values_to = exprs( +#' PARAMCD = "CBOR", +#' PARAM = "Best Confirmed Overall Response by Investigator" +#' ) +#' ) %>% +#' filter(PARAMCD == "CBOR") event_joined <- function(dataset_name = NULL, condition, order = NULL, join_vars, join_type, first_cond = NULL, + first_cond_lower = NULL, + first_cond_upper = NULL, set_values_to = NULL, keep_source_vars = NULL, description = NULL) { + if (!missing(first_cond)) { + deprecate_warn( + "1.0.0", + "event_joined(first_cond=)", + "event_joined(first_cond_upper=)" + ) + first_cond_upper <- assert_filter_cond(enexpr(first_cond), optional = TRUE) + } else { + first_cond_upper <- assert_filter_cond(enexpr(first_cond_upper), optional = TRUE) + } + out <- list( description = assert_character_scalar(description, optional = TRUE), dataset_name = assert_character_scalar(dataset_name, optional = TRUE), @@ -655,7 +860,8 @@ event_joined <- function(dataset_name = NULL, values = c("before", "after", "all"), case_sensitive = FALSE ), - first_cond = assert_filter_cond(enexpr(first_cond), optional = TRUE), + first_cond_lower = assert_filter_cond(enexpr(first_cond_lower), optional = TRUE), + first_cond_upper = first_cond_upper, set_values_to = assert_expr_list( set_values_to, named = TRUE, diff --git a/R/derive_joined.R b/R/derive_joined.R index f166e05031..9b38acf24b 100644 --- a/R/derive_joined.R +++ b/R/derive_joined.R @@ -63,6 +63,18 @@ #' #' *Permitted Values*: list of variables or named expressions created by `exprs()` #' +#' @param tmp_obs_nr_var Temporary observation number +#' +#' The specified variable is added to the input dataset (`dataset`) and the +#' additional dataset (`dataset_add`). It is set to the observation number +#' with respect to `order`. For each by group (`by_vars`) the observation +#' number starts with `1`. The variable can be used in the conditions +#' (`filter_join`, `first_cond_upper`, `first_cond_lower`). It can also be +#' used to select consecutive observations or the last observation. +#' +#' The variable is not included in the output dataset. To include it specify +#' it for `new_vars`. +#' #' @param join_vars Variables to use from additional dataset #' #' Any extra variables required from the additional dataset for `filter_join` @@ -81,16 +93,29 @@ #' #' *Permitted Values*: list of variables or named expressions created by `exprs()` #' -#' @param filter_add Filter for additional dataset (`dataset_add`) +#' @param first_cond_lower Condition for selecting range of data (before) #' -#' Only observations from `dataset_add` fulfilling the specified condition are -#' joined to the input dataset. If the argument is not specified, all -#' observations are joined. +#' If this argument is specified, the other observations are restricted from +#' the first observation before the current observation where the specified +#' condition is fulfilled up to the current observation. If the condition is +#' not fulfilled for any of the other observations, no observations are +#' considered. #' -#' Variables created by `order` or `new_vars` arguments can be used in the -#' condition. +#' This argument should be specified if `filter_join` contains summary +#' functions which should not apply to all observations but only from a +#' certain observation before the current observation up to the current +#' observation. For an example see the last example below. #' -#' *Permitted Values*: a condition +#' @param first_cond_upper Condition for selecting range of data (after) +#' +#' If this argument is specified, the other observations are restricted up to +#' the first observation where the specified condition is fulfilled. If the +#' condition is not fulfilled for any of the other observations, no +#' observations are considered. +#' +#' This argument should be specified if `filter_join` contains summary +#' functions which should not apply to all observations but only up to the +#' confirmation assessment. For an example see the last example below. #' #' @param filter_join Filter for the joined dataset #' @@ -100,6 +125,9 @@ #' Variables created by `order` or `new_vars` arguments can be used in the #' condition. #' +#' The condition can include summary functions like `all()` or `any()`. The +#' joined dataset is grouped by the original observations. +#' #' *Permitted Values*: a condition #' #' @param mode Selection mode @@ -124,6 +152,8 @@ #' #' *Permitted Values*: `"none"`, `"warning"`, `"error"` #' +#' @inheritParams get_joined_data +#' @inheritParams derive_vars_merged #' #' @details #' @@ -140,6 +170,21 @@ #' by the grouping variables (`by_vars`). If no grouping variables are #' specified, a full join is performed. #' +#' 1. If `first_cond_lower` is specified, for each observation of the input +#' dataset the joined dataset is restricted to observations from the first +#' observation where `first_cond_lower` is fulfilled (the observation fulfilling +#' the condition is included) up to the observation of the input dataset. If for +#' an observation of the input dataset the condition is not fulfilled, the +#' observation is removed. +#' +#' If `first_cond_upper` is specified, for each observation of the input +#' dataset the joined dataset is restricted to observations up to the first +#' observation where `first_cond_upper` is fulfilled (the observation +#' fulfilling the condition is included). If for an observation of the input +#' dataset the condition is not fulfilled, the observation is removed. +#' +#' For an example see the last example in the "Examples" section. +#' #' 1. The joined dataset is restricted by the `filter_join` condition. #' #' 1. If `order` is specified, for each observation of the input dataset the @@ -153,12 +198,12 @@ #' Observations in the additional dataset which have no matching observation in #' the input dataset are ignored. #' -#' @inheritParams derive_vars_merged -#' #' @return The output dataset contains all observations and variables of the #' input dataset and additionally the variables specified for `new_vars` from #' the additional dataset (`dataset_add`). #' +#' @seealso [derive_var_joined_exist_flag()], [filter_joined()] +#' #' @keywords der_gen #' @family der_gen #' @@ -192,6 +237,7 @@ #' derive_vars_joined( #' adbds, #' dataset_add = windows, +#' join_type = "all", #' filter_join = AWLO <= ADY & ADY <= AWHI #' ) #' @@ -214,6 +260,7 @@ #' order = exprs(AVAL), #' new_vars = exprs(NADIR = AVAL), #' join_vars = exprs(ADY), +#' join_type = "all", #' filter_add = ADY > 0, #' filter_join = ADY.join < ADY, #' mode = "first", @@ -247,6 +294,7 @@ #' by_vars = exprs(USUBJID), #' order = exprs(AVAL, desc(ADY)), #' new_vars = exprs(HGB_MAX = AVAL, HGB_DY = ADY), +#' join_type = "all", #' filter_add = PARAMCD == "HGB", #' filter_join = ASTDY - 14 <= ADY & ADY <= ASTDY, #' mode = "last" @@ -287,6 +335,7 @@ #' dataset_add = period_ref, #' by_vars = exprs(STUDYID, USUBJID), #' join_vars = exprs(APERSDT, APEREDT), +#' join_type = "all", #' filter_join = APERSDT <= ASTDT & ASTDT <= APEREDT #' ) #' @@ -313,6 +362,7 @@ #' dataset_add = ex, #' by_vars = exprs(USUBJID), #' order = exprs(EXSDT = convert_dtc_to_dt(EXSDTC)), +#' join_type = "all", #' new_vars = exprs(LDRELD = compute_duration( #' start_date = EXSDT, end_date = ASTDT #' )), @@ -320,13 +370,62 @@ #' filter_join = EXSDT <= ASTDT, #' mode = "last" #' ) +#' +#' # first_cond_lower and first_cond_upper argument +#' myd <- tribble( +#' ~subj, ~day, ~val, +#' "1", 1, "++", +#' "1", 2, "-", +#' "1", 3, "0", +#' "1", 4, "+", +#' "1", 5, "++", +#' "1", 6, "-", +#' "2", 1, "-", +#' "2", 2, "++", +#' "2", 3, "+", +#' "2", 4, "0", +#' "2", 5, "-", +#' "2", 6, "++" +#' ) +#' +#' # derive last "++" day before "0" where all results in between are "+" or "++" +#' derive_vars_joined( +#' myd, +#' dataset_add = myd, +#' by_vars = exprs(subj), +#' order = exprs(day), +#' mode = "first", +#' new_vars = exprs(prev_plus_day = day), +#' join_vars = exprs(val), +#' join_type = "before", +#' first_cond_lower = val.join == "++", +#' filter_join = val == "0" & all(val.join %in% c("+", "++")) +#' ) +#' +#' # derive first "++" day after "0" where all results in between are "+" or "++" +#' derive_vars_joined( +#' myd, +#' dataset_add = myd, +#' by_vars = exprs(subj), +#' order = exprs(day), +#' mode = "last", +#' new_vars = exprs(next_plus_day = day), +#' join_vars = exprs(val), +#' join_type = "after", +#' first_cond_upper = val.join == "++", +#' filter_join = val == "0" & all(val.join %in% c("+", "++")) +#' ) derive_vars_joined <- function(dataset, dataset_add, by_vars = NULL, order = NULL, new_vars = NULL, + tmp_obs_nr_var = NULL, join_vars = NULL, + join_type, filter_add = NULL, + first_cond_lower = NULL, + first_cond_upper = NULL, filter_join = NULL, mode = NULL, exist_flag = NULL, @@ -349,8 +448,12 @@ derive_vars_joined <- function(dataset, ) ) + tmp_obs_nr_var <- assert_symbol(enexpr(tmp_obs_nr_var), optional = TRUE) filter_add <- assert_filter_cond(enexpr(filter_add), optional = TRUE) + first_cond_lower <- assert_filter_cond(enexpr(first_cond_lower), optional = TRUE) + first_cond_upper <- assert_filter_cond(enexpr(first_cond_upper), optional = TRUE) filter_join <- assert_filter_cond(enexpr(filter_join), optional = TRUE) + exist_flag <- assert_symbol(enexpr(exist_flag), optional = TRUE) if (is.null(new_vars)) { new_vars <- chr2vars(colnames(dataset_add)) @@ -379,34 +482,29 @@ derive_vars_joined <- function(dataset, check_type = "none" ) - # prepare right side of the join, - # by_vars are renamed here, new_vars will be renamed at the end - data_right <- dataset_add %>% - mutate(!!!order, !!!join_vars) %>% - filter_if(filter_add) %>% - select( - !!!by_vars, - !!!replace_values_by_names(extract_vars(order)), - !!!replace_values_by_names(join_vars), - !!!intersect(unname(extract_vars(new_vars)), chr2vars(colnames(dataset_add))) - ) - - # join dataset (if no by variable, a full join is performed) - data_joined <- left_join( + data_joined <- get_joined_data( data, - data_right, - by = vars2chr(by_vars_left), - suffix = c("", ".join") + dataset_add = dataset_add, + by_vars = by_vars, + join_vars = expr_c( + join_vars, + intersect(unname(extract_vars(new_vars)), chr2vars(colnames(dataset_add))) + ), + join_type = join_type, + first_cond_lower = !!first_cond_lower, + first_cond_upper = !!first_cond_upper, + order = order, + tmp_obs_nr_var = !!tmp_obs_nr_var, + filter_add = !!filter_add, + filter_join = !!filter_join, + check_type = check_type ) - # select observations for the new variables - data_return <- filter_if(data_joined, filter_join) - common_vars <- - chr2vars(setdiff(intersect(colnames(data), colnames(data_right)), vars2chr(by_vars))) + chr2vars(setdiff(intersect(colnames(data), colnames(dataset_add)), vars2chr(by_vars))) if (!is.null(order)) { - data_return <- filter_extreme( - data_return, + data_joined <- filter_extreme( + data_joined, by_vars = expr_c(by_vars_left, tmp_obs_nr), order = add_suffix_to_vars( replace_values_by_names(order), @@ -421,12 +519,12 @@ derive_vars_joined <- function(dataset, # merge new variables to the input dataset and rename them data %>% derive_vars_merged( - dataset_add = data_return, + dataset_add = data_joined, by_vars = exprs(!!!by_vars_left, !!tmp_obs_nr), new_vars = add_suffix_to_vars(new_vars, vars = common_vars, suffix = ".join"), missing_values = missing_values, check_type = check_type, - exist_flag = !!enexpr(exist_flag), + exist_flag = !!exist_flag, true_value = true_value, false_value = false_value, duplicate_msg = paste( @@ -443,3 +541,363 @@ derive_vars_joined <- function(dataset, ) %>% remove_tmp_vars() } + +#' Join Data for "joined" functions +#' +#' The helper function joins the data for the "joined" functions. All `.join` +#' variables are included in the output dataset. +#' +#' @param dataset +#' `r roxygen_param_dataset(expected_vars = c("by_vars"))` +#' +#' @param dataset_add Additional dataset +#' +#' The variables specified by the `by_vars`, the `new_vars`, the `join_vars`, +#' and the `order` argument are expected. +#' +#' @param by_vars Grouping variables +#' +#' The two datasets are joined by the specified variables. Variables from the +#' additional dataset can be renamed by naming the element, i.e., `by_vars = +#' exprs( = )`. +#' +#' *Permitted Values*: list of variables created by `exprs()` +#' +#' @param order Sort order +#' +#' If the argument is set to a non-null value, for each observation of the +#' input dataset the first or last observation from the joined dataset is +#' selected with respect to the specified order. The specified variables are +#' expected in the additional dataset (`dataset_add`). If a variable is +#' available in both `dataset` and `dataset_add`, the one from `dataset_add` +#' is used for the sorting. +#' +#' If an expression is named, e.g., `exprs(EXSTDT = +#' convert_dtc_to_dt(EXSTDTC), EXSEQ)`, a corresponding variable (`EXSTDT`) is +#' added to the additional dataset and can be used in the filter conditions +#' (`filter_add`, `filter_join`) and for `join_vars` and `new_vars`. The +#' variable is not included in the output dataset. +#' +#' *Permitted Values*: list of expressions created by `exprs()`, e.g., +#' `exprs(ADT, desc(AVAL))` or `NULL` +#' +#' @param new_vars Variables to add +#' +#' The specified variables from the additional dataset are added to the output +#' dataset. Variables can be renamed by naming the element, i.e., `new_vars = +#' exprs( = )`. +#' +#' For example `new_vars = exprs(var1, var2)` adds variables `var1` and `var2` +#' from `dataset_add` to the input dataset. +#' +#' And `new_vars = exprs(var1, new_var2 = old_var2)` takes `var1` and +#' `old_var2` from `dataset_add` and adds them to the input dataset renaming +#' `old_var2` to `new_var2`. +#' +#' Values of the added variables can be modified by specifying an expression. +#' For example, `new_vars = LASTRSP = exprs(str_to_upper(AVALC))` adds the +#' variable `LASTRSP` to the dataset and sets it to the upper case value of +#' `AVALC`. +#' +#' If the argument is not specified or set to `NULL`, all variables from the +#' additional dataset (`dataset_add`) are added. +#' +#' *Permitted Values*: list of variables or named expressions created by `exprs()` +#' +#' @param join_vars Variables to use from additional dataset +#' +#' Any extra variables required from the additional dataset for `filter_join` +#' should be specified for this argument. Variables specified for `new_vars` +#' do not need to be repeated for `join_vars`. If a specified variable exists +#' in both the input dataset and the additional dataset, the suffix ".join" is +#' added to the variable from the additional dataset. +#' +#' If an expression is named, e.g., `exprs(EXTDT = +#' convert_dtc_to_dt(EXSTDTC))`, a corresponding variable is added to the +#' additional dataset and can be used in the filter conditions (`filter_add`, +#' `filter_join`) and for `new_vars`. The variable is not included in the +#' output dataset. +#' +#' The variables are not included in the output dataset. +#' +#' *Permitted Values*: list of variables or named expressions created by `exprs()` +#' +#' @param join_type Observations to keep after joining +#' +#' The argument determines which of the joined observations are kept with +#' respect to the original observation. For example, if `join_type = "after"` +#' is specified all observations after the original observations are kept. +#' +#' For example for confirmed response or BOR in the oncology setting or +#' confirmed deterioration in questionnaires the confirmatory assessment must +#' be after the assessment. Thus `join_type = "after"` could be used. +#' +#' Whereas, sometimes you might allow for confirmatory observations to occur +#' prior to the observation. For example, to identify AEs occurring on or +#' after seven days before a COVID AE. Thus `join_type = "all"` could be used. +#' +#' *Permitted Values:* `"before"`, `"after"`, `"all"` +#' +#' @param tmp_obs_nr_var Temporary observation number +#' +#' The specified variable is added to the input dataset (`dataset`) and the +#' additional dataset (`dataset_add`). It is set to the observation number +#' with respect to `order`. For each by group (`by_vars`) the observation +#' number starts with `1`. The variable can be used in the conditions +#' (`filter_join`, `first_cond_upper`, `first_cond_lower`). It can also be +#' used to select consecutive observations or the last observation. +#' +#' @param filter_add Filter for additional dataset (`dataset_add`) +#' +#' Only observations from `dataset_add` fulfilling the specified condition are +#' joined to the input dataset. If the argument is not specified, all +#' observations are joined. +#' +#' Variables created by `order` or `new_vars` arguments can be used in the +#' condition. +#' +#' The condition can include summary functions like `all()` or `any()`. The +#' additional dataset is grouped by the by variables (`by_vars`). +#' +#' *Permitted Values*: a condition +#' +#' @param first_cond_lower Condition for selecting range of data (before) +#' +#' If this argument is specified, the other observations are restricted from +#' the first observation before the current observation where the specified +#' condition is fulfilled up to the current observation. If the condition is +#' not fulfilled for any of the other observations, no observations are +#' considered, i.e., the observation is not flagged. +#' +#' This argument should be specified if `filter_join` contains summary +#' functions which should not apply to all observations but only from a +#' certain observation before the current observation up to the current +#' observation. +#' +#' @param first_cond_upper Condition for selecting range of data (after) +#' +#' If this argument is specified, the other observations are restricted up to +#' the first observation where the specified condition is fulfilled. If the +#' condition is not fulfilled for any of the other observations, no +#' observations are considered, i.e., the observation is not flagged. +#' +#' This argument should be specified if `filter_join` contains summary +#' functions which should not apply to all observations but only up to the +#' confirmation assessment. +#' +#' @param filter_join Filter for the joined dataset +#' +#' The specified condition is applied to the joined dataset. Therefore +#' variables from both datasets `dataset` and `dataset_add` can be used. +#' +#' Variables created by `order` or `new_vars` arguments can be used in the +#' condition. +#' +#' The condition can include summary functions like `all()` or `any()`. The +#' joined dataset is grouped by the original observations. +#' +#' *Permitted Values*: a condition +#' +#' @param mode Selection mode +#' +#' Determines if the first or last observation is selected. If the `order` +#' argument is specified, `mode` must be non-null. +#' +#' If the `order` argument is not specified, the `mode` argument is ignored. +#' +#' *Permitted Values*: `"first"`, `"last"`, `NULL` +#' +#' @param check_type Check uniqueness? +#' +#' If `"warning"` or `"error"` is specified, the specified message is issued +#' if the observations of the (restricted) joined dataset are not unique with +#' respect to the by variables and the order. +#' +#' This argument is ignored if `order` is not specified. In this case an error +#' is issued independent of `check_type` if the restricted joined dataset +#' contains more than one observation for any of the observations of the input +#' dataset. +#' +#' *Permitted Values*: `"none"`, `"warning"`, `"error"` +#' +#' +#' @details +#' +#' 1. The variables specified by `order` are added to the additional dataset +#' (`dataset_add`). +#' +#' 1. The variables specified by `join_vars` are added to the additional dataset +#' (`dataset_add`). +#' +#' 1. The records from the additional dataset (`dataset_add`) are restricted to +#' those matching the `filter_add` condition. +#' +#' 1. The input dataset and the (restricted) additional dataset are left joined +#' by the grouping variables (`by_vars`). If no grouping variables are +#' specified, a full join is performed. +#' +#' 1. The joined dataset is restricted by the `filter_join` condition. +#' +#' @keywords internal +get_joined_data <- function(dataset, + dataset_add, + by_vars = NULL, + join_vars = NULL, + join_type, + first_cond_lower = NULL, + first_cond_upper = NULL, + order = NULL, + tmp_obs_nr_var = NULL, + filter_add = NULL, + filter_join = NULL, + check_type = "warning") { + # Check input arguments + assert_vars(by_vars, optional = TRUE) + by_vars_left <- replace_values_by_names(by_vars) + assert_expr_list(join_vars, optional = TRUE) + join_type <- + assert_character_scalar( + join_type, + values = c("before", "after", "all"), + case_sensitive = FALSE + ) + first_cond_lower <- assert_filter_cond(enexpr(first_cond_lower), optional = TRUE) + first_cond_upper <- assert_filter_cond(enexpr(first_cond_upper), optional = TRUE) + assert_expr_list(order, optional = TRUE) + tmp_obs_nr_var <- assert_symbol(enexpr(tmp_obs_nr_var), optional = TRUE) + filter_add <- assert_filter_cond(enexpr(filter_add), optional = TRUE) + filter_join <- assert_filter_cond(enexpr(filter_join), optional = TRUE) + check_type <- + assert_character_scalar( + check_type, + values = c("none", "warning", "error"), + case_sensitive = FALSE + ) + if (join_type != "all" || !is.null(first_cond_lower) || !is.null(first_cond_upper)) { + dataset_order_vars <- extract_vars(order) + } else { + dataset_order_vars <- NULL + } + + assert_data_frame( + dataset, + required_vars = expr_c(by_vars_left, dataset_order_vars) + ) + + assert_data_frame( + dataset_add, + required_vars = expr_c( + by_vars, + extract_vars(order), + setdiff(extract_vars(join_vars), replace_values_by_names(order)) + ) + ) + + # number observations of the input dataset to get a unique key + # (by_vars and tmp_obs_nr_left), it is used later to apply filter_join + tmp_obs_nr_left <- get_new_tmp_var(dataset, prefix = "tmp_obs_nr_left") + data <- dataset %>% + derive_var_obs_number( + new_var = !!tmp_obs_nr_left, + by_vars = by_vars_left, + check_type = "none" + ) + + data_add <- dataset_add %>% + group_by(!!!by_vars) %>% + mutate(!!!order, !!!join_vars) %>% + filter_if(filter_add) %>% + ungroup() + + # number observations of the input dataset and the additional dataset for + # relation of records, e.g., join_type = before|after, first_cond_lower, + # first_cond_upper + tmp_obs_nr_var_join <- NULL + if (join_type != "all" || !is.null(first_cond_lower) || !is.null(first_cond_upper) || + !is.null(tmp_obs_nr_var)) { + if (is.null(tmp_obs_nr_var)) { + tmp_obs_nr_var <- get_new_tmp_var(dataset, prefix = "tmp_obs_nr") + tmp_obs_nr_var_join <- paste0(as_name(tmp_obs_nr_var), ".join") + } + data_add <- derive_var_obs_number( + dataset_add, + new_var = !!tmp_obs_nr_var, + by_vars = by_vars, + order = order, + check_type = check_type + ) + + data <- data %>% + mutate(!!!order) %>% + derive_var_obs_number( + new_var = !!tmp_obs_nr_var, + by_vars = by_vars, + order = order, + check_type = check_type + ) + } + + # join the input dataset with itself such that to each observation of the + # input dataset all following observations are joined + data_joined <- + left_join( + data, + select( + data_add, + !!!by_vars, + !!!replace_values_by_names(extract_vars(order)), + !!!replace_values_by_names(join_vars), + !!tmp_obs_nr_var + ), + by = vars2chr(by_vars_left), + suffix = c("", ".join") + ) + + if (join_type != "all") { + operator <- c(before = "<", after = ">") + + data_joined <- filter( + data_joined, + !!parse_expr(paste0( + as_name(tmp_obs_nr_var), ".join", + operator[join_type], + as_name(tmp_obs_nr_var) + )) + ) + } + + if (!is.null(first_cond_upper)) { + # select all observations up to the first confirmation observation + data_joined <- filter_relative( + data_joined, + by_vars = expr_c(by_vars_left, tmp_obs_nr_var), + condition = !!first_cond_upper, + order = exprs(!!parse_expr(paste0(as_name(tmp_obs_nr_var), ".join"))), + mode = "first", + selection = "before", + inclusive = TRUE, + keep_no_ref_groups = FALSE + ) + } + + if (!is.null(first_cond_lower)) { + # select all observations up to the first confirmation observation + data_joined <- filter_relative( + data_joined, + by_vars = expr_c(by_vars_left, tmp_obs_nr_var), + condition = !!first_cond_lower, + order = exprs(!!parse_expr(paste0("desc(", as_name(tmp_obs_nr_var), ".join)"))), + mode = "first", + selection = "before", + inclusive = TRUE, + keep_no_ref_groups = FALSE + ) + } + # apply confirmation condition, which may include summary functions + data_joined %>% + group_by(!!!by_vars_left, !!tmp_obs_nr_left) %>% + filter_if(filter_join) %>% + ungroup() %>% + remove_tmp_vars() %>% + select(-!!tmp_obs_nr_var_join) +} diff --git a/R/derive_var_joined_exist_flag.R b/R/derive_var_joined_exist_flag.R index fece51a587..2940cd43c8 100644 --- a/R/derive_var_joined_exist_flag.R +++ b/R/derive_var_joined_exist_flag.R @@ -13,10 +13,15 @@ #' @param dataset #' `r roxygen_param_dataset(expected_vars = c("by_vars", "join_vars"))` #' +#' @param dataset_add Additional dataset +#' +#' The variables specified for `by_vars`, `join_vars`, and `order` are +#' expected. +#' #' @param by_vars By variables #' #' The specified variables are used as by variables for joining the input -#' dataset with itself. +#' dataset (`dataset`) with the additional dataset (`dataset_add`). #' #' @param order Order #' @@ -28,12 +33,13 @@ #' #' @param tmp_obs_nr_var Temporary observation number #' -#' The specified variable is added to the input dataset and set to the -#' observation number with respect to `order`. For each by group (`by_vars`) -#' the observation number starts with `1`. The variable can be used in the -#' conditions (`filter`, `first_cond`). It is not included in the output -#' dataset. It can be used to flag consecutive observations or the last -#' observation (see last example below). +#' The specified variable is added to the input dataset (`dataset`) and the +#' additional dataset (`dataset_add`). It is set to the observation number +#' with respect to `order`. For each by group (`by_vars`) the observation +#' number starts with `1`. The variable can be used in the conditions +#' (`filter_join`, `first_cond_upper`, `first_cond_lower`). It is not included +#' in the output dataset. It can also be used to flag consecutive observations +#' or the last observation (see last example below). #' #' @param join_vars Variables to keep from joined dataset #' @@ -41,42 +47,68 @@ #' for this parameter. The specified variables are added to the joined dataset #' with suffix ".join". For example to flag all observations with `AVALC == #' "Y"` and `AVALC == "Y"` for at least one subsequent visit `join_vars = -#' exprs(AVALC, AVISITN)` and `filter = AVALC == "Y" & AVALC.join == "Y" & +#' exprs(AVALC, AVISITN)` and `filter_join = AVALC == "Y" & AVALC.join == "Y" & #' AVISITN < AVISITN.join` could be specified. #' #' The `*.join` variables are not included in the output dataset. #' -#' @param join_type Observations to keep after joining +#' @param first_cond Condition for selecting range of data #' -#' The argument determines which of the joined observations are kept with -#' respect to the original observation. For example, if `join_type = "after"` -#' is specified all observations after the original observations are kept. +#' `r lifecycle::badge("deprecated")` #' -#' For example for confirmed response or BOR in the oncology setting or -#' confirmed deterioration in questionnaires the confirmatory assessment must -#' be after the assessment to be flagged. Thus `join_type = "after"` could be -#' used. +#' This argument is *deprecated*, please use `first_cond_upper` instead. #' -#' Whereas, sometimes you might allow for confirmatory observations to occur -#' prior to the observation to be flagged. For example, to flag AEs occurring -#' on or after seven days before a COVID AE. Thus `join_type = "all"` could be -#' used. +#' If this argument is specified, the other observations are restricted up to +#' the first observation where the specified condition is fulfilled. If the +#' condition is not fulfilled for any of the other observations, no +#' observations are considered, i.e., the observation is not flagged. #' -#' *Permitted Values:* `"before"`, `"after"`, `"all"` +#' This parameter should be specified if `filter_join` contains summary +#' functions which should not apply to all observations but only up to the +#' confirmation assessment. For an example see the third example below. #' -#' @param first_cond Condition for selecting range of data +#' @param first_cond_lower Condition for selecting range of data (before) +#' +#' If this argument is specified, the other observations are restricted from +#' the first observation before the current observation where the specified +#' condition is fulfilled up to the current observation. If the condition is +#' not fulfilled for any of the other observations, no observations are +#' considered, i.e., the observation is not flagged. +#' +#' This parameter should be specified if `filter_join` contains summary +#' functions which should not apply to all observations but only from a +#' certain observation before the current observation up to the current +#' observation. For an example see the last example below. +#' +#' @param first_cond_upper Condition for selecting range of data (after) #' #' If this argument is specified, the other observations are restricted up to #' the first observation where the specified condition is fulfilled. If the #' condition is not fulfilled for any of the other observations, no #' observations are considered, i.e., the observation is not flagged. #' -#' This parameter should be specified if `filter` contains summary functions -#' which should not apply to all observations but only up to the confirmation -#' assessment. For an example see the third example below. +#' This parameter should be specified if `filter_join` contains summary +#' functions which should not apply to all observations but only up to the +#' confirmation assessment. For an example see the third example below. +#' +#' @param filter_join Condition for selecting observations +#' +#' The filter is applied to the joined dataset for flagging the confirmed +#' observations. The condition can include summary functions like `all()` or +#' `any()`. The joined dataset is grouped by the original observations. I.e., +#' the summary function are applied to all observations up to the confirmation +#' observation. For example, `filter_join = AVALC == "CR" & all(AVALC.join +#' %in% c("CR", "NE")) & count_vals(var = AVALC.join, val = "NE") <= 1` +#' selects observations with response "CR" and for all observations up to the +#' confirmation observation the response is "CR" or "NE" and there is at most +#' one "NE". #' #' @param filter Condition for selecting observations #' +#' `r lifecycle::badge("deprecated")` +#' +#' This argument is *deprecated*, please use `filter_join` instead. +#' #' The filter is applied to the joined dataset for flagging the confirmed #' observations. The condition can include summary functions. The joined #' dataset is grouped by the original observations. I.e., the summary function @@ -92,29 +124,35 @@ #' if the observations of the input dataset are not unique with respect to the #' by variables and the order. #' -#' *Default:* `"warning"` -#' #' *Permitted Values:* `"none"`, `"warning"`, `"error"` #' #' @param true_value Value of `new_var` for flagged observations #' -#' *Default*: `"Y"` -#' #' @param false_value Value of `new_var` for observations not flagged #' -#' *Default*: `NA_character_` +#' @inheritParams get_joined_data #' #' @details #' The following steps are performed to produce the output dataset. #' #' ## Step 1 #' -#' The input dataset is joined with itself by the variables specified for -#' `by_vars`. From the right hand side of the join only the variables -#' specified for `join_vars` are kept. The suffix ".join" is added to these -#' variables. +#' - The variables specified by `order` are added to the additional dataset +#' (`dataset_add`). +#' +#' - The variables specified by `join_vars` are added to the additional dataset +#' (`dataset_add`). +#' +#' - The records from the additional dataset (`dataset_add`) are restricted to +#' those matching the `filter_add` condition. #' -#' For example, for `by_vars = USUBJID`, `join_vars = exprs(AVISITN, AVALC)` and input dataset +#' The input dataset (`dataset`) is joined with the restricted additional +#' dataset by the variables specified for `by_vars`. From the additional +#' dataset only the variables specified for `join_vars` are kept. The suffix +#' ".join" is added to those variables which also exist in the input dataset. +#' +#' For example, for `by_vars = USUBJID`, `join_vars = exprs(AVISITN, AVALC)` +#' and input dataset and additional dataset #' #' ```{r eval=FALSE} #' # A tibble: 2 x 4 @@ -153,17 +191,26 @@ #' #' ## Step 3 #' -#' If `first_cond` is specified, for each observation of the input dataset the -#' joined dataset is restricted to observations up to the first observation -#' where `first_cond` is fulfilled (the observation fulfilling the condition -#' is included). If for an observation of the input dataset the condition is -#' not fulfilled, the observation is removed. +#' If `first_cond_lower` is specified, for each observation of the input +#' dataset the joined dataset is restricted to observations from the first +#' observation where `first_cond_lower` is fulfilled (the observation +#' fulfilling the condition is included) up to the observation of the input +#' dataset. If for an observation of the input dataset the condition is not +#' fulfilled, the observation is removed. +#' +#' If `first_cond_upper` is specified, for each observation of the input +#' dataset the joined dataset is restricted to observations up to the first +#' observation where `first_cond_upper` is fulfilled (the observation +#' fulfilling the condition is included). If for an observation of the input +#' dataset the condition is not fulfilled, the observation is removed. +#' +#' For an example see the last example in the "Examples" section. #' #' ## Step 4 #' #' The joined dataset is grouped by the observations from the input dataset #' and restricted to the observations fulfilling the condition specified by -#' `filter`. +#' `filter_join`. #' #' ## Step 5 #' @@ -181,13 +228,12 @@ #' @keywords der_gen #' @family der_gen #' -#' @seealso [filter_joined()] +#' @seealso [filter_joined()], [derive_vars_joined()] #' #' @export #' #' @examples #' library(tibble) -#' library(admiral) #' #' # flag observations with a duration longer than 30 and #' # at, after, or up to 7 days before a COVID AE (ACOVFL == "Y") @@ -207,12 +253,13 @@ #' #' derive_var_joined_exist_flag( #' adae, +#' dataset_add = adae, #' new_var = ALCOVFL, #' by_vars = exprs(USUBJID), #' join_vars = exprs(ACOVFL, ADY), #' join_type = "all", #' order = exprs(ADY), -#' filter = ADURN > 30 & ACOVFL.join == "Y" & ADY >= ADY.join - 7 +#' filter_join = ADURN > 30 & ACOVFL.join == "Y" & ADY >= ADY.join - 7 #' ) #' #' # flag observations with AVALC == "Y" and AVALC == "Y" at one subsequent visit @@ -231,12 +278,13 @@ #' #' derive_var_joined_exist_flag( #' data, +#' dataset_add = data, #' by_vars = exprs(USUBJID), #' new_var = CONFFL, #' join_vars = exprs(AVALC, AVISITN), #' join_type = "after", #' order = exprs(AVISITN), -#' filter = AVALC == "Y" & AVALC.join == "Y" & AVISITN < AVISITN.join +#' filter_join = AVALC == "Y" & AVALC.join == "Y" & AVISITN < AVISITN.join #' ) #' #' # select observations with AVALC == "CR", AVALC == "CR" at a subsequent visit, @@ -261,13 +309,14 @@ #' #' derive_var_joined_exist_flag( #' data, +#' dataset_add = data, #' by_vars = exprs(USUBJID), #' join_vars = exprs(AVALC), #' join_type = "after", #' order = exprs(AVISITN), #' new_var = CONFFL, -#' first_cond = AVALC.join == "CR", -#' filter = AVALC == "CR" & all(AVALC.join %in% c("CR", "NE")) & +#' first_cond_upper = AVALC.join == "CR", +#' filter_join = AVALC == "CR" & all(AVALC.join %in% c("CR", "NE")) & #' count_vals(var = AVALC.join, val = "NE") <= 1 #' ) #' @@ -294,13 +343,14 @@ #' #' derive_var_joined_exist_flag( #' data, +#' dataset_add = data, #' by_vars = exprs(USUBJID), #' join_vars = exprs(AVALC, ADY), #' join_type = "after", #' order = exprs(ADY), #' new_var = CONFFL, -#' first_cond = AVALC.join %in% c("CR", "PR") & ADY.join - ADY >= 20, -#' filter = AVALC == "PR" & +#' first_cond_upper = AVALC.join %in% c("CR", "PR") & ADY.join - ADY >= 20, +#' filter_join = AVALC == "PR" & #' all(AVALC.join %in% c("CR", "PR", "NE")) & #' count_vals(var = AVALC.join, val = "NE") <= 1 & #' ( @@ -327,17 +377,63 @@ #' #' derive_var_joined_exist_flag( #' data, +#' dataset_add = data, #' by_vars = exprs(USUBJID), #' new_var = CONFFL, #' tmp_obs_nr_var = tmp_obs_nr, #' join_vars = exprs(CRIT1FL), #' join_type = "all", #' order = exprs(AVISITN), -#' filter = CRIT1FL == "Y" & CRIT1FL.join == "Y" & +#' filter_join = CRIT1FL == "Y" & CRIT1FL.join == "Y" & #' (tmp_obs_nr + 1 == tmp_obs_nr.join | tmp_obs_nr == max(tmp_obs_nr.join)) #' ) #' +#' # first_cond_lower and first_cond_upper argument +#' myd <- tribble( +#' ~subj, ~day, ~val, +#' "1", 1, "++", +#' "1", 2, "-", +#' "1", 3, "0", +#' "1", 4, "+", +#' "1", 5, "++", +#' "1", 6, "-", +#' "2", 1, "-", +#' "2", 2, "++", +#' "2", 3, "+", +#' "2", 4, "0", +#' "2", 5, "-", +#' "2", 6, "++" +#' ) +#' +#' # flag "0" where all results from the first "++" before the "0" up to the "0" +#' # (excluding the "0") are "+" or "++" +#' derive_var_joined_exist_flag( +#' myd, +#' dataset_add = myd, +#' by_vars = exprs(subj), +#' order = exprs(day), +#' new_var = flag, +#' join_vars = exprs(val), +#' join_type = "before", +#' first_cond_lower = val.join == "++", +#' filter_join = val == "0" & all(val.join %in% c("+", "++")) +#' ) +#' +#' # flag "0" where all results from the "0" (excluding the "0") up to the first +#' # "++" after the "0" are "+" or "++" +#' derive_var_joined_exist_flag( +#' myd, +#' dataset_add = myd, +#' by_vars = exprs(subj), +#' order = exprs(day), +#' new_var = flag, +#' join_vars = exprs(val), +#' join_type = "after", +#' first_cond_upper = val.join == "++", +#' filter_join = val == "0" & all(val.join %in% c("+", "++")) +#' ) derive_var_joined_exist_flag <- function(dataset, + dataset_add, by_vars, order, new_var, @@ -345,14 +441,36 @@ derive_var_joined_exist_flag <- function(dataset, join_vars, join_type, first_cond = NULL, - filter, + first_cond_lower = NULL, + first_cond_upper = NULL, + filter = NULL, + filter_add = NULL, + filter_join, true_value = "Y", false_value = NA_character_, check_type = "warning") { new_var <- assert_symbol(enexpr(new_var)) tmp_obs_nr_var <- assert_symbol(enexpr(tmp_obs_nr_var), optional = TRUE) - first_cond <- assert_filter_cond(enexpr(first_cond), optional = TRUE) - filter <- assert_filter_cond(enexpr(filter)) + first_cond_lower <- assert_filter_cond(enexpr(first_cond_lower), optional = TRUE) + first_cond_upper <- assert_filter_cond(enexpr(first_cond_upper), optional = TRUE) + if (!missing(first_cond)) { + deprecate_warn( + "1.0.0", + "derive_var_joined_exist_flag(first_cond=)", + "derive_var_joined_exist_flag(first_cond_upper=)" + ) + first_cond_upper <- assert_filter_cond(enexpr(first_cond), optional = TRUE) + } + filter_add <- assert_filter_cond(enexpr(filter_add), optional = TRUE) + filter_join <- assert_filter_cond(enexpr(filter_join)) + if (!missing(filter)) { + deprecate_warn( + "1.0.0", + "derive_var_joined_exist_flag(filter=)", + "derive_var_joined_exist_flag(filter_join=)" + ) + filter_join <- assert_filter_cond(enexpr(filter)) + } assert_data_frame(dataset) tmp_obs_nr <- get_new_tmp_var(dataset, prefix = "tmp_obs_nr_") @@ -364,13 +482,15 @@ derive_var_joined_exist_flag <- function(dataset, data_filtered <- filter_joined( data, + dataset_add = dataset_add, by_vars = by_vars, order = order, tmp_obs_nr_var = !!tmp_obs_nr_var, join_vars = join_vars, join_type = join_type, - first_cond = !!first_cond, - filter = !!filter, + first_cond_lower = !!first_cond_lower, + first_cond_upper = !!first_cond_upper, + filter_join = !!filter_join, check_type = check_type ) diff --git a/R/filter_joined.R b/R/filter_joined.R index d39e4d1ceb..89f31374ab 100644 --- a/R/filter_joined.R +++ b/R/filter_joined.R @@ -16,7 +16,12 @@ #' response value can be confirmed by a subsequent assessment. This is commonly #' used in endpoints such as best overall response. #' -#' @param dataset `r roxygen_param_dataset(expected_vars = c("by_vars", "order", "join_vars"))` +#' @param dataset `r roxygen_param_dataset(expected_vars = c("by_vars", "order"))` +#' +#' @param dataset_add Additional dataset +#' +#' The variables specified for `by_vars`, `join_vars`, and `order` are +#' expected. #' #' @param by_vars By variables #' @@ -29,27 +34,46 @@ #' this parameter. The specified variables are added to the joined dataset #' with suffix ".join". For example to select all observations with `AVALC == #' "Y"` and `AVALC == "Y"` for at least one subsequent visit `join_vars = -#' exprs(AVALC, AVISITN)` and `filter = AVALC == "Y" & AVALC.join == "Y" & -#' AVISITN < AVISITN.join` could be specified. +#' exprs(AVALC, AVISITN)` and `filter_join = AVALC == "Y" & AVALC.join == "Y" +#' & AVISITN < AVISITN.join` could be specified. #' #' The `*.join` variables are not included in the output dataset. #' -#' @param join_type Observations to keep after joining +#' @param first_cond Condition for selecting range of data #' -#' The argument determines which of the joined observations are kept with -#' respect to the original observation. For example, if `join_type = -#' "after"` is specified all observations after the original observations are -#' kept. +#' `r lifecycle::badge("deprecated")` #' -#' *Permitted Values:* `"before"`, `"after"`, `"all"` -#' -#' @param first_cond Condition for selecting range of data +#' This argument is *deprecated*, please use `first_cond_upper` instead. #' #' If this argument is specified, the other observations are restricted up to #' the first observation where the specified condition is fulfilled. If the #' condition is not fulfilled for any of the subsequent observations, all #' observations are removed. #' +#' @param first_cond_lower Condition for selecting range of data (before) +#' +#' If this argument is specified, the other observations are restricted from +#' the first observation before the current observation where the specified +#' condition is fulfilled up to the current observation. If the condition is +#' not fulfilled for any of the other observations, no observations are +#' considered, i.e., the observation is not flagged. +#' +#' This parameter should be specified if `filter_join` contains summary +#' functions which should not apply to all observations but only from a +#' certain observation before the current observation up to the current +#' observation. For an example see the last example below. +#' +#' @param first_cond_upper Condition for selecting range of data (after) +#' +#' If this argument is specified, the other observations are restricted up to +#' the first observation where the specified condition is fulfilled. If the +#' condition is not fulfilled for any of the other observations, no +#' observations are considered, i.e., the observation is not flagged. +#' +#' This parameter should be specified if `filter_join` contains summary +#' functions which should not apply to all observations but only up to the +#' confirmation assessment. For an example see the last example below. +#' #' @param order Order #' #' The observations are ordered by the specified order. @@ -59,15 +83,31 @@ #' #' @param tmp_obs_nr_var Temporary observation number #' -#' The specified variable is added to the input dataset and set to the -#' observation number with respect to `order`. For each by group (`by_vars`) -#' the observation number starts with `1`. The variable can be used in the -#' conditions (`filter`, `first_cond`). It is not included in the output -#' dataset. It can be used to select consecutive observations or the last -#' observation (see last example below). +#' The specified variable is added to the input dataset (`dataset`) and the +#' additional dataset (`dataset_add`). It is set to the observation number +#' with respect to `order`. For each by group (`by_vars`) the observation +#' number starts with `1`. The variable can be used in the conditions +#' (`filter_join`, `first_cond_upper`, `first_cond_lower`). It is not included +#' in the output dataset. It can also be used to select consecutive +#' observations or the last observation (see example below). +#' +#' @param filter_add Filter for additional dataset (`dataset_add`) +#' +#' Only observations from `dataset_add` fulfilling the specified condition are +#' joined to the input dataset. If the argument is not specified, all +#' observations are joined. +#' +#' Variables created by the `order` argument can be used in the condition. +#' +#' The condition can include summary functions. The additional dataset is +#' grouped by the by variables (`by_vars`). #' #' @param filter Condition for selecting observations #' +#' `r lifecycle::badge("deprecated")` +#' +#' This argument is *deprecated*, please use `filter_join` instead. +#' #' The filter is applied to the joined dataset for selecting the confirmed #' observations. The condition can include summary functions. The joined #' dataset is grouped by the original observations. I.e., the summary function @@ -79,28 +119,52 @@ #' confirmation observation the response is "CR" or "NE" and there is at most #' one "NE". #' +#' @param filter_join Condition for selecting observations +#' +#' The filter is applied to the joined dataset for selecting the confirmed +#' observations. The condition can include summary functions like `all()` or +#' `any()`. The joined dataset is grouped by the original observations. I.e., +#' the summary function are applied to all observations up to the confirmation +#' observation. For example in the oncology setting when using this function +#' for confirmed best overall response, `filter_join = AVALC == "CR" & +#' all(AVALC.join %in% c("CR", "NE")) & count_vals(var = AVALC.join, val = +#' "NE") <= 1` selects observations with response "CR" and for all +#' observations up to the confirmation observation the response is "CR" or +#' "NE" and there is at most one "NE". +#' #' @param check_type Check uniqueness? #' #' If `"warning"` or `"error"` is specified, the specified message is issued #' if the observations of the input dataset are not unique with respect to the #' by variables and the order. #' -#' *Default:* `"none"` -#' #' *Permitted Values:* `"none"`, `"warning"`, `"error"` #' +#' @inheritParams get_joined_data +#' #' @details #' #' The following steps are performed to produce the output dataset. #' #' ## Step 1 #' -#' The input dataset is joined with itself by the variables specified for -#' `by_vars`. From the right hand side of the join only the variables -#' specified for `join_vars` are kept. The suffix ".join" is added to these -#' variables. +#' - The variables specified by `order` are added to the additional dataset +#' (`dataset_add`). +#' +#' - The variables specified by `join_vars` are added to the additional dataset +#' (`dataset_add`). #' -#' For example, for `by_vars = USUBJID`, `join_vars = exprs(AVISITN, AVALC)` and input dataset +#' - The records from the additional dataset (`dataset_add`) are restricted to +#' those matching the `filter_add` condition. +#' +#' Then the input dataset (`dataset`) is joined with the restricted +#' additional dataset by the variables specified for `by_vars`. From the +#' additional dataset only the variables specified for `join_vars` are kept. +#' The suffix ".join" is added to those variables which are also present in +#' the input dataset. +#' +#' For example, for `by_vars = USUBJID`, `join_vars = exprs(AVISITN, AVALC)` +#' and input dataset and additional dataset #' #' ```{r eval=FALSE} #' # A tibble: 2 x 4 @@ -139,17 +203,26 @@ #' #' ## Step 3 #' -#' If `first_cond` is specified, for each observation of the input dataset the -#' joined dataset is restricted to observations up to the first observation -#' where `first_cond` is fulfilled (the observation fulfilling the condition -#' is included). If for an observation of the input dataset the condition is -#' not fulfilled, the observation is removed. +#' If `first_cond_lower` is specified, for each observation of the input +#' dataset the joined dataset is restricted to observations from the first +#' observation where `first_cond_lower` is fulfilled (the observation +#' fulfilling the condition is included) up to the observation of the input +#' dataset. If for an observation of the input dataset the condition is not +#' fulfilled, the observation is removed. +#' +#' If `first_cond_upper` is specified, for each observation of the input +#' dataset the joined dataset is restricted to observations up to the first +#' observation where `first_cond_upper` is fulfilled (the observation +#' fulfilling the condition is included). If for an observation of the input +#' dataset the condition is not fulfilled, the observation is removed. +#' +#' For an example see the last example in the "Examples" section. #' #' ## Step 4 #' #' The joined dataset is grouped by the observations from the input dataset #' and restricted to the observations fulfilling the condition specified by -#' `filter`. +#' `filter_join`. #' #' ## Step 5 #' @@ -190,11 +263,12 @@ #' #' filter_joined( #' adae, +#' dataset_add = adae, #' by_vars = exprs(USUBJID), #' join_vars = exprs(ACOVFL, ADY), #' join_type = "all", #' order = exprs(ADY), -#' filter = ADURN > 30 & ACOVFL.join == "Y" & ADY >= ADY.join - 7 +#' filter_join = ADURN > 30 & ACOVFL.join == "Y" & ADY >= ADY.join - 7 #' ) #' #' # filter observations with AVALC == "Y" and AVALC == "Y" at a subsequent visit @@ -213,11 +287,12 @@ #' #' filter_joined( #' data, +#' dataset_add = data, #' by_vars = exprs(USUBJID), #' join_vars = exprs(AVALC, AVISITN), #' join_type = "after", #' order = exprs(AVISITN), -#' filter = AVALC == "Y" & AVALC.join == "Y" & AVISITN < AVISITN.join +#' filter_join = AVALC == "Y" & AVALC.join == "Y" & AVISITN < AVISITN.join #' ) #' #' # select observations with AVALC == "CR", AVALC == "CR" at a subsequent visit, @@ -242,12 +317,13 @@ #' #' filter_joined( #' data, +#' dataset_add = data, #' by_vars = exprs(USUBJID), #' join_vars = exprs(AVALC), #' join_type = "after", #' order = exprs(AVISITN), -#' first_cond = AVALC.join == "CR", -#' filter = AVALC == "CR" & all(AVALC.join %in% c("CR", "NE")) & +#' first_cond_upper = AVALC.join == "CR", +#' filter_join = AVALC == "CR" & all(AVALC.join %in% c("CR", "NE")) & #' count_vals(var = AVALC.join, val = "NE") <= 1 #' ) #' @@ -274,12 +350,13 @@ #' #' filter_joined( #' data, +#' dataset_add = data, #' by_vars = exprs(USUBJID), #' join_vars = exprs(AVALC, ADY), #' join_type = "after", #' order = exprs(ADY), -#' first_cond = AVALC.join %in% c("CR", "PR") & ADY.join - ADY >= 20, -#' filter = AVALC == "PR" & +#' first_cond_upper = AVALC.join %in% c("CR", "PR") & ADY.join - ADY >= 20, +#' filter_join = AVALC == "PR" & #' all(AVALC.join %in% c("CR", "PR", "NE")) & #' count_vals(var = AVALC.join, val = "NE") <= 1 & #' ( @@ -306,23 +383,71 @@ #' #' filter_joined( #' data, +#' dataset_add = data, #' by_vars = exprs(USUBJID), #' tmp_obs_nr_var = tmp_obs_nr, #' join_vars = exprs(CRIT1FL), #' join_type = "all", #' order = exprs(AVISITN), -#' filter = CRIT1FL == "Y" & CRIT1FL.join == "Y" & +#' filter_join = CRIT1FL == "Y" & CRIT1FL.join == "Y" & #' (tmp_obs_nr + 1 == tmp_obs_nr.join | tmp_obs_nr == max(tmp_obs_nr.join)) #' ) #' +#' # first_cond_lower and first_cond_upper argument +#' myd <- tribble( +#' ~subj, ~day, ~val, +#' "1", 1, "++", +#' "1", 2, "-", +#' "1", 3, "0", +#' "1", 4, "+", +#' "1", 5, "++", +#' "1", 6, "-", +#' "2", 1, "-", +#' "2", 2, "++", +#' "2", 3, "+", +#' "2", 4, "0", +#' "2", 5, "-", +#' "2", 6, "++" +#' ) +#' +#' # select "0" where all results from the first "++" before the "0" up to the "0" +#' # (excluding the "0") are "+" or "++" +#' filter_joined( +#' myd, +#' dataset_add = myd, +#' by_vars = exprs(subj), +#' order = exprs(day), +#' join_vars = exprs(val), +#' join_type = "before", +#' first_cond_lower = val.join == "++", +#' filter_join = val == "0" & all(val.join %in% c("+", "++")) +#' ) +#' +#' # select "0" where all results from the "0" (excluding the "0") up to the first +#' # "++" after the "0" are "+" or "++" +#' filter_joined( +#' myd, +#' dataset_add = myd, +#' by_vars = exprs(subj), +#' order = exprs(day), +#' join_vars = exprs(val), +#' join_type = "after", +#' first_cond_upper = val.join == "++", +#' filter_join = val == "0" & all(val.join %in% c("+", "++")) +#' ) filter_joined <- function(dataset, + dataset_add, by_vars, join_vars, join_type, first_cond = NULL, + first_cond_lower = NULL, + first_cond_upper = NULL, order, tmp_obs_nr_var = NULL, - filter, + filter_add = NULL, + filter_join, + filter = NULL, check_type = "warning") { # Check input parameters assert_vars(by_vars) @@ -333,10 +458,24 @@ filter_joined <- function(dataset, values = c("before", "after", "all"), case_sensitive = FALSE ) - first_cond <- assert_filter_cond(enexpr(first_cond), optional = TRUE) + first_cond_lower <- assert_filter_cond(enexpr(first_cond_lower), optional = TRUE) + first_cond_upper <- assert_filter_cond(enexpr(first_cond_upper), optional = TRUE) + if (!missing(first_cond)) { + deprecate_warn( + "1.0.0", + "filter_joined(first_cond=)", + "filter_joined(first_cond_upper=)" + ) + first_cond_upper <- assert_filter_cond(enexpr(first_cond), optional = TRUE) + } assert_expr_list(order) tmp_obs_nr_var <- assert_symbol(enexpr(tmp_obs_nr_var), optional = TRUE) - filter <- assert_filter_cond(enexpr(filter)) + filter_add <- assert_filter_cond(enexpr(filter_add), optional = TRUE) + filter_join <- assert_filter_cond(enexpr(filter_join)) + if (!missing(filter)) { + deprecate_warn("1.0.0", "filter_joined(filter=)", "filter_joined(filter_join=)") + filter_join <- assert_filter_cond(enexpr(filter)) + } check_type <- assert_character_scalar( check_type, @@ -345,63 +484,34 @@ filter_joined <- function(dataset, ) assert_data_frame( dataset, + required_vars = expr_c(by_vars, extract_vars(order)) + ) + + assert_data_frame( + dataset_add, required_vars = expr_c(by_vars, join_vars, extract_vars(order)) ) - # number observations of the input dataset to get a unique key - # (by_vars and tmp_obs_nr_var) if (is.null(tmp_obs_nr_var)) { tmp_obs_nr_var <- get_new_tmp_var(dataset, prefix = "tmp_obs_nr_") } - data <- dataset %>% - derive_var_obs_number( - new_var = !!tmp_obs_nr_var, - by_vars = by_vars, - order = order, - check_type = check_type - ) - # join the input dataset with itself such that to each observation of the - # input dataset all following observations are joined - data_joined <- - left_join( - data, - select(data, !!!by_vars, !!!join_vars, !!tmp_obs_nr_var), - by = vars2chr(by_vars), - suffix = c("", ".join") - ) - if (join_type != "all") { - operator <- c(before = "<", after = ">") - - data_joined <- filter( - data_joined, - !!parse_expr(paste0( - as_name(tmp_obs_nr_var), ".join", - operator[join_type], - as_name(tmp_obs_nr_var) - )) - ) - } - - if (!is.null(first_cond)) { - # select all observations up to the first confirmation observation - data_joined <- filter_relative( - data_joined, - by_vars = expr_c(by_vars, tmp_obs_nr_var), - condition = !!first_cond, - order = exprs(!!parse_expr(paste0(as_name(tmp_obs_nr_var), ".join"))), - mode = "first", - selection = "before", - inclusive = TRUE, - keep_no_ref_groups = FALSE - ) - } - - # apply confirmation condition, which may include summary functions - data_joined %>% - group_by(!!!by_vars, !!tmp_obs_nr_var) %>% - filter(!!filter) %>% + get_joined_data( + dataset, + dataset_add = dataset_add, + by_vars = by_vars, + join_vars = join_vars, + join_type = join_type, + first_cond_lower = !!first_cond_lower, + first_cond_upper = !!first_cond_upper, + order = order, + tmp_obs_nr_var = !!tmp_obs_nr_var, + filter_add = !!filter_add, + filter_join = !!filter_join, + check_type = check_type + ) %>% # select one observation of each group, as the joined variables are removed # it doesn't matter which one, so we take just the first one + group_by(!!!by_vars, !!tmp_obs_nr_var) %>% slice(1L) %>% ungroup() %>% select(colnames(dataset)) diff --git a/R/globals.R b/R/globals.R index 7a4855e8d2..01b3deeb0c 100644 --- a/R/globals.R +++ b/R/globals.R @@ -67,13 +67,7 @@ globalVariables(c( "ex", "idtc__", "Source", - "temp_age", - "temp_dummy", - "temp_event", - "temp_obs_nr", - "temp_source_nr", "temp_slicenr", - "temp_date", "time_differential_dt", "tmp_obs_nr_filter_relative", "tmp_obs_nr_match_filter_relative", @@ -93,27 +87,15 @@ globalVariables(c( "SCN", "value", "ASTDTM", - "temp_start", "AENDTM", - "temp_end", "key", "order1", "order2", "order3", "_unit", - "temp_DT", "temp_from_var", "temp_to_var", - "temp_dose_freq", - "temp_new_dose_no", - "temp_num_of_doses", - "temp_dose_multiplier", - "temp_day_difference", - "tmp_analysis_date", - "tmp_dose_date", - "tmp_seq_var", "EXDOSFRQ", - "tmp_ldose_dt", "CDISC_VALUE", "DOSE_WINDOW", "DOSE_COUNT", @@ -122,10 +104,6 @@ globalVariables(c( "grpseq", "time_differential", "temp_flag", - "tmp_obs_nr_filter_joined", - "tmp_obs_nr_filter_joined.join", - "tmp_obs_nr_var_conf_flag", - "tmp_obs_nr_var", "AGE", "SEX", "SMOKEFL", diff --git a/inst/templates/ad_adae.R b/inst/templates/ad_adae.R index bc11351dbb..4f286a4771 100644 --- a/inst/templates/ad_adae.R +++ b/inst/templates/ad_adae.R @@ -91,6 +91,7 @@ adae <- adae %>% by_vars = exprs(STUDYID, USUBJID), new_vars = exprs(LDOSEDTM = EXSTDTM), join_vars = exprs(EXSTDTM), + join_type = "all", order = exprs(EXSTDTM), filter_add = (EXDOSE > 0 | (EXDOSE == 0 & grepl("PLACEBO", EXTRT))) & !is.na(EXSTDTM), filter_join = EXSTDTM <= ASTDTM, diff --git a/inst/templates/ad_adlbhy.R b/inst/templates/ad_adlbhy.R index 383bfae302..f833ffec3f 100644 --- a/inst/templates/ad_adlbhy.R +++ b/inst/templates/ad_adlbhy.R @@ -56,8 +56,9 @@ bili_records <- adlb_annotated %>% hylaw_records <- derive_vars_joined( dataset = altast_records, dataset_add = bili_records, - by_vars = exprs(STUDYID, USUBJID, ADY), + by_vars = exprs(STUDYID, USUBJID), order = exprs(ADY), + join_type = "all", filter_join = ADT.join - ADT <= 14 & CRIT1FL == "Y" & CRIT1FL.join == "Y", new_vars = exprs(BILI_LBSEQ = LBSEQ, BILI_DT = ADT, BILI_CRITFL = CRIT1FL), mode = "first" diff --git a/inst/templates/ad_adpc.R b/inst/templates/ad_adpc.R index 59ef735015..bcdb11cdaa 100644 --- a/inst/templates/ad_adpc.R +++ b/inst/templates/ad_adpc.R @@ -206,6 +206,7 @@ adpc_prev <- adpc_first_dose %>% AENDTM_prev = AENDTM ), join_vars = exprs(ADTM), + join_type = "all", filter_add = NULL, filter_join = ADTM > ADTM.join, mode = "last", @@ -224,6 +225,7 @@ adpc_next <- adpc_prev %>% AENDTM_next = AENDTM ), join_vars = exprs(ADTM), + join_type = "all", filter_add = NULL, filter_join = ADTM <= ADTM.join, mode = "first", @@ -239,6 +241,7 @@ adpc_nom_prev <- adpc_next %>% order = exprs(NFRLT), new_vars = exprs(NFRLT_prev = NFRLT), join_vars = exprs(NFRLT), + join_type = "all", filter_add = NULL, filter_join = NFRLT > NFRLT.join, mode = "last", @@ -254,6 +257,7 @@ adpc_nom_next <- adpc_nom_prev %>% order = exprs(NFRLT), new_vars = exprs(NFRLT_next = NFRLT), join_vars = exprs(NFRLT), + join_type = "all", filter_add = NULL, filter_join = NFRLT <= NFRLT.join, mode = "first", diff --git a/inst/templates/ad_adppk.R b/inst/templates/ad_adppk.R index 9407959337..9dada3456e 100644 --- a/inst/templates/ad_adppk.R +++ b/inst/templates/ad_adppk.R @@ -182,6 +182,7 @@ adppk_prev <- adppk_first_dose %>% AENDTM_prev = AENDTM ), join_vars = exprs(ADTM), + join_type = "all", filter_add = NULL, filter_join = ADTM > ADTM.join, mode = "last", @@ -197,6 +198,7 @@ adppk_nom_prev <- adppk_prev %>% order = exprs(NFRLT), new_vars = exprs(NFRLT_prev = NFRLT), join_vars = exprs(NFRLT), + join_type = "all", filter_add = NULL, filter_join = NFRLT > NFRLT.join, mode = "last", diff --git a/man/derive_extreme_event.Rd b/man/derive_extreme_event.Rd index 13311b72b9..17204edfad 100644 --- a/man/derive_extreme_event.Rd +++ b/man/derive_extreme_event.Rd @@ -61,8 +61,8 @@ the event and by group, the records are ordered by the specified order. \item{mode}{Selection mode (first or last) If a particular event from \code{events} has more than one observation, -"first"/"last" is to select the first/last record of this type of events -sorting by \code{order}. +\code{"first"}/\code{"last"} is used to select the first/last record of this type of +event sorting by \code{order}. \emph{Permitted Values:} \code{"first"}, \code{"last"}} @@ -329,7 +329,7 @@ derive_extreme_event( ), join_vars = exprs(AVALC, ADT), join_type = "after", - first_cond = AVALC.join == "CR" & + first_cond_upper = AVALC.join == "CR" & ADT.join >= ADT + 28, condition = AVALC == "CR" & all(AVALC.join \%in\% c("CR", "NE")) & @@ -345,7 +345,7 @@ derive_extreme_event( ), join_vars = exprs(AVALC, ADT), join_type = "after", - first_cond = AVALC.join \%in\% c("CR", "PR") & + first_cond_upper = AVALC.join \%in\% c("CR", "PR") & ADT.join >= ADT + 28, condition = AVALC == "PR" & all(AVALC.join \%in\% c("CR", "PR", "NE")) & diff --git a/man/derive_var_joined_exist_flag.Rd b/man/derive_var_joined_exist_flag.Rd index b1f6f4455d..acd6905c0f 100644 --- a/man/derive_var_joined_exist_flag.Rd +++ b/man/derive_var_joined_exist_flag.Rd @@ -6,6 +6,7 @@ \usage{ derive_var_joined_exist_flag( dataset, + dataset_add, by_vars, order, new_var, @@ -13,7 +14,11 @@ derive_var_joined_exist_flag( join_vars, join_type, first_cond = NULL, - filter, + first_cond_lower = NULL, + first_cond_upper = NULL, + filter = NULL, + filter_add = NULL, + filter_join, true_value = "Y", false_value = NA_character_, check_type = "warning" @@ -24,10 +29,15 @@ derive_var_joined_exist_flag( The variables specified by the \code{by_vars} and \code{join_vars} argument(s) to be expected.} +\item{dataset_add}{Additional dataset + +The variables specified for \code{by_vars}, \code{join_vars}, and \code{order} are +expected.} + \item{by_vars}{By variables The specified variables are used as by variables for joining the input -dataset with itself.} +dataset (\code{dataset}) with the additional dataset (\code{dataset_add}).} \item{order}{Order @@ -39,18 +49,19 @@ The specified variable is added to the input dataset.} \item{tmp_obs_nr_var}{Temporary observation number -The specified variable is added to the input dataset and set to the -observation number with respect to \code{order}. For each by group (\code{by_vars}) -the observation number starts with \code{1}. The variable can be used in the -conditions (\code{filter}, \code{first_cond}). It is not included in the output -dataset. It can be used to flag consecutive observations or the last -observation (see last example below).} +The specified variable is added to the input dataset (\code{dataset}) and the +additional dataset (\code{dataset_add}). It is set to the observation number +with respect to \code{order}. For each by group (\code{by_vars}) the observation +number starts with \code{1}. The variable can be used in the conditions +(\code{filter_join}, \code{first_cond_upper}, \code{first_cond_lower}). It is not included +in the output dataset. It can also be used to flag consecutive observations +or the last observation (see last example below).} \item{join_vars}{Variables to keep from joined dataset The variables needed from the other observations should be specified for this parameter. The specified variables are added to the joined dataset -with suffix ".join". For example to flag all observations with \code{AVALC == "Y"} and \code{AVALC == "Y"} for at least one subsequent visit \code{join_vars = exprs(AVALC, AVISITN)} and \code{filter = AVALC == "Y" & AVALC.join == "Y" & AVISITN < AVISITN.join} could be specified. +with suffix ".join". For example to flag all observations with \code{AVALC == "Y"} and \code{AVALC == "Y"} for at least one subsequent visit \code{join_vars = exprs(AVALC, AVISITN)} and \code{filter_join = AVALC == "Y" & AVALC.join == "Y" & AVISITN < AVISITN.join} could be specified. The \verb{*.join} variables are not included in the output dataset.} @@ -62,29 +73,59 @@ is specified all observations after the original observations are kept. For example for confirmed response or BOR in the oncology setting or confirmed deterioration in questionnaires the confirmatory assessment must -be after the assessment to be flagged. Thus \code{join_type = "after"} could be -used. +be after the assessment. Thus \code{join_type = "after"} could be used. Whereas, sometimes you might allow for confirmatory observations to occur -prior to the observation to be flagged. For example, to flag AEs occurring -on or after seven days before a COVID AE. Thus \code{join_type = "all"} could be -used. +prior to the observation. For example, to identify AEs occurring on or +after seven days before a COVID AE. Thus \code{join_type = "all"} could be used. \emph{Permitted Values:} \code{"before"}, \code{"after"}, \code{"all"}} \item{first_cond}{Condition for selecting range of data +\ifelse{html}{\href{https://lifecycle.r-lib.org/articles/stages.html#deprecated}{\figure{lifecycle-deprecated.svg}{options: alt='[Deprecated]'}}}{\strong{[Deprecated]}} + +This argument is \emph{deprecated}, please use \code{first_cond_upper} instead. + If this argument is specified, the other observations are restricted up to the first observation where the specified condition is fulfilled. If the condition is not fulfilled for any of the other observations, no observations are considered, i.e., the observation is not flagged. -This parameter should be specified if \code{filter} contains summary functions -which should not apply to all observations but only up to the confirmation -assessment. For an example see the third example below.} +This parameter should be specified if \code{filter_join} contains summary +functions which should not apply to all observations but only up to the +confirmation assessment. For an example see the third example below.} + +\item{first_cond_lower}{Condition for selecting range of data (before) + +If this argument is specified, the other observations are restricted from +the first observation before the current observation where the specified +condition is fulfilled up to the current observation. If the condition is +not fulfilled for any of the other observations, no observations are +considered, i.e., the observation is not flagged. + +This parameter should be specified if \code{filter_join} contains summary +functions which should not apply to all observations but only from a +certain observation before the current observation up to the current +observation. For an example see the last example below.} + +\item{first_cond_upper}{Condition for selecting range of data (after) + +If this argument is specified, the other observations are restricted up to +the first observation where the specified condition is fulfilled. If the +condition is not fulfilled for any of the other observations, no +observations are considered, i.e., the observation is not flagged. + +This parameter should be specified if \code{filter_join} contains summary +functions which should not apply to all observations but only up to the +confirmation assessment. For an example see the third example below.} \item{filter}{Condition for selecting observations +\ifelse{html}{\href{https://lifecycle.r-lib.org/articles/stages.html#deprecated}{\figure{lifecycle-deprecated.svg}{options: alt='[Deprecated]'}}}{\strong{[Deprecated]}} + +This argument is \emph{deprecated}, please use \code{filter_join} instead. + The filter is applied to the joined dataset for flagging the confirmed observations. The condition can include summary functions. The joined dataset is grouped by the original observations. I.e., the summary function @@ -93,13 +134,34 @@ example, \code{filter = AVALC == "CR" & all(AVALC.join \%in\% c("CR", "NE")) & c response "CR" and for all observations up to the confirmation observation the response is "CR" or "NE" and there is at most one "NE".} -\item{true_value}{Value of \code{new_var} for flagged observations +\item{filter_add}{Filter for additional dataset (\code{dataset_add}) + +Only observations from \code{dataset_add} fulfilling the specified condition are +joined to the input dataset. If the argument is not specified, all +observations are joined. -\emph{Default}: \code{"Y"}} +Variables created by \code{order} or \code{new_vars} arguments can be used in the +condition. -\item{false_value}{Value of \code{new_var} for observations not flagged +The condition can include summary functions like \code{all()} or \code{any()}. The +additional dataset is grouped by the by variables (\code{by_vars}). -\emph{Default}: \code{NA_character_}} +\emph{Permitted Values}: a condition} + +\item{filter_join}{Condition for selecting observations + +The filter is applied to the joined dataset for flagging the confirmed +observations. The condition can include summary functions like \code{all()} or +\code{any()}. The joined dataset is grouped by the original observations. I.e., +the summary function are applied to all observations up to the confirmation +observation. For example, \code{filter_join = AVALC == "CR" & all(AVALC.join \%in\% c("CR", "NE")) & count_vals(var = AVALC.join, val = "NE") <= 1} +selects observations with response "CR" and for all observations up to the +confirmation observation the response is "CR" or "NE" and there is at most +one "NE".} + +\item{true_value}{Value of \code{new_var} for flagged observations} + +\item{false_value}{Value of \code{new_var} for observations not flagged} \item{check_type}{Check uniqueness? @@ -107,8 +169,6 @@ If \code{"warning"} or \code{"error"} is specified, the specified message is iss if the observations of the input dataset are not unique with respect to the by variables and the order. -\emph{Default:} \code{"warning"} - \emph{Permitted Values:} \code{"none"}, \code{"warning"}, \code{"error"}} } \value{ @@ -128,13 +188,22 @@ used in endpoints such as best overall response. The following steps are performed to produce the output dataset. \subsection{Step 1}{ +\itemize{ +\item The variables specified by \code{order} are added to the additional dataset +(\code{dataset_add}). +\item The variables specified by \code{join_vars} are added to the additional dataset +(\code{dataset_add}). +\item The records from the additional dataset (\code{dataset_add}) are restricted to +those matching the \code{filter_add} condition. +} -The input dataset is joined with itself by the variables specified for -\code{by_vars}. From the right hand side of the join only the variables -specified for \code{join_vars} are kept. The suffix ".join" is added to these -variables. +The input dataset (\code{dataset}) is joined with the restricted additional +dataset by the variables specified for \code{by_vars}. From the additional +dataset only the variables specified for \code{join_vars} are kept. The suffix +".join" is added to those variables which also exist in the input dataset. -For example, for \code{by_vars = USUBJID}, \code{join_vars = exprs(AVISITN, AVALC)} and input dataset +For example, for \code{by_vars = USUBJID}, \code{join_vars = exprs(AVISITN, AVALC)} +and input dataset and additional dataset \if{html}{\out{
}}\preformatted{# A tibble: 2 x 4 USUBJID AVISITN AVALC AVAL @@ -171,18 +240,27 @@ USUBJID AVISITN AVALC AVAL AVISITN.join AVALC.join \subsection{Step 3}{ -If \code{first_cond} is specified, for each observation of the input dataset the -joined dataset is restricted to observations up to the first observation -where \code{first_cond} is fulfilled (the observation fulfilling the condition -is included). If for an observation of the input dataset the condition is -not fulfilled, the observation is removed. +If \code{first_cond_lower} is specified, for each observation of the input +dataset the joined dataset is restricted to observations from the first +observation where \code{first_cond_lower} is fulfilled (the observation +fulfilling the condition is included) up to the observation of the input +dataset. If for an observation of the input dataset the condition is not +fulfilled, the observation is removed. + +If \code{first_cond_upper} is specified, for each observation of the input +dataset the joined dataset is restricted to observations up to the first +observation where \code{first_cond_upper} is fulfilled (the observation +fulfilling the condition is included). If for an observation of the input +dataset the condition is not fulfilled, the observation is removed. + +For an example see the last example in the "Examples" section. } \subsection{Step 4}{ The joined dataset is grouped by the observations from the input dataset and restricted to the observations fulfilling the condition specified by -\code{filter}. +\code{filter_join}. } \subsection{Step 5}{ @@ -199,7 +277,6 @@ previous step. For the other observations it is set to \code{false_value}. } \examples{ library(tibble) -library(admiral) # flag observations with a duration longer than 30 and # at, after, or up to 7 days before a COVID AE (ACOVFL == "Y") @@ -219,12 +296,13 @@ adae <- tribble( derive_var_joined_exist_flag( adae, + dataset_add = adae, new_var = ALCOVFL, by_vars = exprs(USUBJID), join_vars = exprs(ACOVFL, ADY), join_type = "all", order = exprs(ADY), - filter = ADURN > 30 & ACOVFL.join == "Y" & ADY >= ADY.join - 7 + filter_join = ADURN > 30 & ACOVFL.join == "Y" & ADY >= ADY.join - 7 ) # flag observations with AVALC == "Y" and AVALC == "Y" at one subsequent visit @@ -243,12 +321,13 @@ data <- tribble( derive_var_joined_exist_flag( data, + dataset_add = data, by_vars = exprs(USUBJID), new_var = CONFFL, join_vars = exprs(AVALC, AVISITN), join_type = "after", order = exprs(AVISITN), - filter = AVALC == "Y" & AVALC.join == "Y" & AVISITN < AVISITN.join + filter_join = AVALC == "Y" & AVALC.join == "Y" & AVISITN < AVISITN.join ) # select observations with AVALC == "CR", AVALC == "CR" at a subsequent visit, @@ -273,13 +352,14 @@ data <- tribble( derive_var_joined_exist_flag( data, + dataset_add = data, by_vars = exprs(USUBJID), join_vars = exprs(AVALC), join_type = "after", order = exprs(AVISITN), new_var = CONFFL, - first_cond = AVALC.join == "CR", - filter = AVALC == "CR" & all(AVALC.join \%in\% c("CR", "NE")) & + first_cond_upper = AVALC.join == "CR", + filter_join = AVALC == "CR" & all(AVALC.join \%in\% c("CR", "NE")) & count_vals(var = AVALC.join, val = "NE") <= 1 ) @@ -306,13 +386,14 @@ data <- tribble( derive_var_joined_exist_flag( data, + dataset_add = data, by_vars = exprs(USUBJID), join_vars = exprs(AVALC, ADY), join_type = "after", order = exprs(ADY), new_var = CONFFL, - first_cond = AVALC.join \%in\% c("CR", "PR") & ADY.join - ADY >= 20, - filter = AVALC == "PR" & + first_cond_upper = AVALC.join \%in\% c("CR", "PR") & ADY.join - ADY >= 20, + filter_join = AVALC == "PR" & all(AVALC.join \%in\% c("CR", "PR", "NE")) & count_vals(var = AVALC.join, val = "NE") <= 1 & ( @@ -339,19 +420,64 @@ data <- tribble( derive_var_joined_exist_flag( data, + dataset_add = data, by_vars = exprs(USUBJID), new_var = CONFFL, tmp_obs_nr_var = tmp_obs_nr, join_vars = exprs(CRIT1FL), join_type = "all", order = exprs(AVISITN), - filter = CRIT1FL == "Y" & CRIT1FL.join == "Y" & + filter_join = CRIT1FL == "Y" & CRIT1FL.join == "Y" & (tmp_obs_nr + 1 == tmp_obs_nr.join | tmp_obs_nr == max(tmp_obs_nr.join)) ) +# first_cond_lower and first_cond_upper argument +myd <- tribble( + ~subj, ~day, ~val, + "1", 1, "++", + "1", 2, "-", + "1", 3, "0", + "1", 4, "+", + "1", 5, "++", + "1", 6, "-", + "2", 1, "-", + "2", 2, "++", + "2", 3, "+", + "2", 4, "0", + "2", 5, "-", + "2", 6, "++" +) + +# flag "0" where all results from the first "++" before the "0" up to the "0" +# (excluding the "0") are "+" or "++" +derive_var_joined_exist_flag( + myd, + dataset_add = myd, + by_vars = exprs(subj), + order = exprs(day), + new_var = flag, + join_vars = exprs(val), + join_type = "before", + first_cond_lower = val.join == "++", + filter_join = val == "0" & all(val.join \%in\% c("+", "++")) +) + +# flag "0" where all results from the "0" (excluding the "0") up to the first +# "++" after the "0" are "+" or "++" +derive_var_joined_exist_flag( + myd, + dataset_add = myd, + by_vars = exprs(subj), + order = exprs(day), + new_var = flag, + join_vars = exprs(val), + join_type = "after", + first_cond_upper = val.join == "++", + filter_join = val == "0" & all(val.join \%in\% c("+", "++")) +) } \seealso{ -\code{\link[=filter_joined]{filter_joined()}} +\code{\link[=filter_joined]{filter_joined()}}, \code{\link[=derive_vars_joined]{derive_vars_joined()}} General Derivation Functions for all ADaMs that returns variable appended to dataset: \code{\link{derive_var_extreme_flag}()}, diff --git a/man/derive_vars_joined.Rd b/man/derive_vars_joined.Rd index 5092e89ab8..63ccc0a4d7 100644 --- a/man/derive_vars_joined.Rd +++ b/man/derive_vars_joined.Rd @@ -11,8 +11,12 @@ derive_vars_joined( by_vars = NULL, order = NULL, new_vars = NULL, + tmp_obs_nr_var = NULL, join_vars = NULL, + join_type, filter_add = NULL, + first_cond_lower = NULL, + first_cond_upper = NULL, filter_join = NULL, mode = NULL, exist_flag = NULL, @@ -78,6 +82,18 @@ additional dataset (\code{dataset_add}) are added. \emph{Permitted Values}: list of variables or named expressions created by \code{exprs()}} +\item{tmp_obs_nr_var}{Temporary observation number + +The specified variable is added to the input dataset (\code{dataset}) and the +additional dataset (\code{dataset_add}). It is set to the observation number +with respect to \code{order}. For each by group (\code{by_vars}) the observation +number starts with \code{1}. The variable can be used in the conditions +(\code{filter_join}, \code{first_cond_upper}, \code{first_cond_lower}). It can also be +used to select consecutive observations or the last observation. + +The variable is not included in the output dataset. To include it specify +it for \code{new_vars}.} + \item{join_vars}{Variables to use from additional dataset Any extra variables required from the additional dataset for \code{filter_join} @@ -95,6 +111,22 @@ The variables are not included in the output dataset. \emph{Permitted Values}: list of variables or named expressions created by \code{exprs()}} +\item{join_type}{Observations to keep after joining + +The argument determines which of the joined observations are kept with +respect to the original observation. For example, if \code{join_type = "after"} +is specified all observations after the original observations are kept. + +For example for confirmed response or BOR in the oncology setting or +confirmed deterioration in questionnaires the confirmatory assessment must +be after the assessment. Thus \code{join_type = "after"} could be used. + +Whereas, sometimes you might allow for confirmatory observations to occur +prior to the observation. For example, to identify AEs occurring on or +after seven days before a COVID AE. Thus \code{join_type = "all"} could be used. + +\emph{Permitted Values:} \code{"before"}, \code{"after"}, \code{"all"}} + \item{filter_add}{Filter for additional dataset (\code{dataset_add}) Only observations from \code{dataset_add} fulfilling the specified condition are @@ -104,8 +136,35 @@ observations are joined. Variables created by \code{order} or \code{new_vars} arguments can be used in the condition. +The condition can include summary functions like \code{all()} or \code{any()}. The +additional dataset is grouped by the by variables (\code{by_vars}). + \emph{Permitted Values}: a condition} +\item{first_cond_lower}{Condition for selecting range of data (before) + +If this argument is specified, the other observations are restricted from +the first observation before the current observation where the specified +condition is fulfilled up to the current observation. If the condition is +not fulfilled for any of the other observations, no observations are +considered. + +This argument should be specified if \code{filter_join} contains summary +functions which should not apply to all observations but only from a +certain observation before the current observation up to the current +observation. For an example see the last example below.} + +\item{first_cond_upper}{Condition for selecting range of data (after) + +If this argument is specified, the other observations are restricted up to +the first observation where the specified condition is fulfilled. If the +condition is not fulfilled for any of the other observations, no +observations are considered. + +This argument should be specified if \code{filter_join} contains summary +functions which should not apply to all observations but only up to the +confirmation assessment. For an example see the last example below.} + \item{filter_join}{Filter for the joined dataset The specified condition is applied to the joined dataset. Therefore @@ -114,6 +173,9 @@ variables from both datasets \code{dataset} and \code{dataset_add} can be used. Variables created by \code{order} or \code{new_vars} arguments can be used in the condition. +The condition can include summary functions like \code{all()} or \code{any()}. The +joined dataset is grouped by the original observations. + \emph{Permitted Values}: a condition} \item{mode}{Selection mode @@ -193,6 +255,20 @@ those matching the \code{filter_add} condition. \item The input dataset and the (restricted) additional dataset are left joined by the grouping variables (\code{by_vars}). If no grouping variables are specified, a full join is performed. +\item If \code{first_cond_lower} is specified, for each observation of the input +dataset the joined dataset is restricted to observations from the first +observation where \code{first_cond_lower} is fulfilled (the observation fulfilling +the condition is included) up to the observation of the input dataset. If for +an observation of the input dataset the condition is not fulfilled, the +observation is removed. + +If \code{first_cond_upper} is specified, for each observation of the input +dataset the joined dataset is restricted to observations up to the first +observation where \code{first_cond_upper} is fulfilled (the observation +fulfilling the condition is included). If for an observation of the input +dataset the condition is not fulfilled, the observation is removed. + +For an example see the last example in the "Examples" section. \item The joined dataset is restricted by the \code{filter_join} condition. \item If \code{order} is specified, for each observation of the input dataset the first or last observation (depending on \code{mode}) is selected. @@ -233,6 +309,7 @@ windows <- tribble( derive_vars_joined( adbds, dataset_add = windows, + join_type = "all", filter_join = AWLO <= ADY & ADY <= AWHI ) @@ -255,6 +332,7 @@ derive_vars_joined( order = exprs(AVAL), new_vars = exprs(NADIR = AVAL), join_vars = exprs(ADY), + join_type = "all", filter_add = ADY > 0, filter_join = ADY.join < ADY, mode = "first", @@ -288,6 +366,7 @@ derive_vars_joined( by_vars = exprs(USUBJID), order = exprs(AVAL, desc(ADY)), new_vars = exprs(HGB_MAX = AVAL, HGB_DY = ADY), + join_type = "all", filter_add = PARAMCD == "HGB", filter_join = ASTDY - 14 <= ADY & ADY <= ASTDY, mode = "last" @@ -328,6 +407,7 @@ derive_vars_joined( dataset_add = period_ref, by_vars = exprs(STUDYID, USUBJID), join_vars = exprs(APERSDT, APEREDT), + join_type = "all", filter_join = APERSDT <= ASTDT & ASTDT <= APEREDT ) @@ -354,6 +434,7 @@ derive_vars_joined( dataset_add = ex, by_vars = exprs(USUBJID), order = exprs(EXSDT = convert_dtc_to_dt(EXSDTC)), + join_type = "all", new_vars = exprs(LDRELD = compute_duration( start_date = EXSDT, end_date = ASTDT )), @@ -361,8 +442,55 @@ derive_vars_joined( filter_join = EXSDT <= ASTDT, mode = "last" ) + +# first_cond_lower and first_cond_upper argument +myd <- tribble( + ~subj, ~day, ~val, + "1", 1, "++", + "1", 2, "-", + "1", 3, "0", + "1", 4, "+", + "1", 5, "++", + "1", 6, "-", + "2", 1, "-", + "2", 2, "++", + "2", 3, "+", + "2", 4, "0", + "2", 5, "-", + "2", 6, "++" +) + +# derive last "++" day before "0" where all results in between are "+" or "++" +derive_vars_joined( + myd, + dataset_add = myd, + by_vars = exprs(subj), + order = exprs(day), + mode = "first", + new_vars = exprs(prev_plus_day = day), + join_vars = exprs(val), + join_type = "before", + first_cond_lower = val.join == "++", + filter_join = val == "0" & all(val.join \%in\% c("+", "++")) +) + +# derive first "++" day after "0" where all results in between are "+" or "++" +derive_vars_joined( + myd, + dataset_add = myd, + by_vars = exprs(subj), + order = exprs(day), + mode = "last", + new_vars = exprs(next_plus_day = day), + join_vars = exprs(val), + join_type = "after", + first_cond_upper = val.join == "++", + filter_join = val == "0" & all(val.join \%in\% c("+", "++")) +) } \seealso{ +\code{\link[=derive_var_joined_exist_flag]{derive_var_joined_exist_flag()}}, \code{\link[=filter_joined]{filter_joined()}} + General Derivation Functions for all ADaMs that returns variable appended to dataset: \code{\link{derive_var_extreme_flag}()}, \code{\link{derive_var_joined_exist_flag}()}, diff --git a/man/event.Rd b/man/event.Rd index aeabb110d1..6c85a96645 100644 --- a/man/event.Rd +++ b/man/event.Rd @@ -18,7 +18,9 @@ event( \item{dataset_name}{Dataset name of the dataset to be used as input for the event. The name refers to the dataset specified for \code{source_datasets} in \code{derive_extreme_event()}. If the argument is not specified, the input -dataset (\code{dataset}) of \code{derive_extreme_event()} is used.} +dataset (\code{dataset}) of \code{derive_extreme_event()} is used. + +\emph{Permitted Values}: a character scalar} \item{condition}{An unquoted condition for selecting the observations, which will contribute to the extreme event. If the condition contains summary @@ -39,7 +41,9 @@ first or last observation if \code{mode} is specified. \item{set_values_to}{A named list returned by \code{exprs()} defining the variables to be set for the event, e.g. \code{exprs(PARAMCD = "WSP", PARAM = "Worst Sleeping Problems")}. The values can be a symbol, a -character string, a numeric value, \code{NA} or an expression.} +character string, a numeric value, \code{NA} or an expression. + +\emph{Permitted Values}: a named list of expressions, e.g., created by \code{exprs()}} \item{keep_source_vars}{Variables to keep from the source dataset @@ -53,7 +57,9 @@ a symbol or a tidyselect expression, e.g., \code{exprs(VISIT, VISITNUM, starts_w \item{description}{Description of the event The description does not affect the derivations where the event is used. It -is intended for documentation only.} +is intended for documentation only. + +\emph{Permitted Values}: a character scalar} } \value{ An object of class \code{event} diff --git a/man/event_joined.Rd b/man/event_joined.Rd index 0778b14ae8..55cdbedffc 100644 --- a/man/event_joined.Rd +++ b/man/event_joined.Rd @@ -11,6 +11,8 @@ event_joined( join_vars, join_type, first_cond = NULL, + first_cond_lower = NULL, + first_cond_upper = NULL, set_values_to = NULL, keep_source_vars = NULL, description = NULL @@ -20,11 +22,22 @@ event_joined( \item{dataset_name}{Dataset name of the dataset to be used as input for the event. The name refers to the dataset specified for \code{source_datasets} in \code{derive_extreme_event()}. If the argument is not specified, the input -dataset (\code{dataset}) of \code{derive_extreme_event()} is used.} +dataset (\code{dataset}) of \code{derive_extreme_event()} is used. + +\emph{Permitted Values}: a character scalar} \item{condition}{An unquoted condition for selecting the observations, which will contribute to the extreme event. +The condition is applied to the joined dataset for selecting the confirmed +observations. The condition can include summary functions like \code{all()} or +\code{any()}. The joined dataset is grouped by the original observations. I.e., +the summary function are applied to all observations up to the confirmation +observation. For example in the oncology setting when using this function +for confirmed best overall response, \code{condition = AVALC == "CR" & all(AVALC.join \%in\% c("CR", "NE")) & count_vals(var = AVALC.join, val = "NE") <= 1} selects observations with response "CR" and for all +observations up to the confirmation observation the response is "CR" or +"NE" and there is at most one "NE". + \emph{Permitted Values}: an unquoted condition} \item{order}{If specified, the specified variables or expressions are used to @@ -37,9 +50,11 @@ select the first observation. The variables needed from the other observations should be specified for this parameter. The specified variables are added to the joined dataset -with suffix ".join". For example to select all observations with \code{AVALC == "Y"} and \code{AVALC == "Y"} for at least one subsequent visit \code{join_vars = exprs(AVALC, AVISITN)} and \code{filter = AVALC == "Y" & AVALC.join == "Y" & AVISITN < AVISITN.join} could be specified. +with suffix ".join". For example to select all observations with \code{AVALC == "Y"} and \code{AVALC == "Y"} for at least one subsequent visit \code{join_vars = exprs(AVALC, AVISITN)} and \code{condition = AVALC == "Y" & AVALC.join == "Y" & AVISITN < AVISITN.join} could be specified. + +The \verb{*.join} variables are not included in the output dataset. -The \verb{*.join} variables are not included in the output dataset.} +\emph{Permitted Values}: a named list of expressions, e.g., created by \code{exprs()}} \item{join_type}{Observations to keep after joining @@ -51,14 +66,50 @@ kept. \item{first_cond}{Condition for selecting range of data +\ifelse{html}{\href{https://lifecycle.r-lib.org/articles/stages.html#deprecated}{\figure{lifecycle-deprecated.svg}{options: alt='[Deprecated]'}}}{\strong{[Deprecated]}} + +This argument is \emph{deprecated}, please use \code{first_cond_upper} instead. + If this argument is specified, the other observations are restricted up to the first observation where the specified condition is fulfilled. If the condition is not fulfilled for any of the subsequent observations, all -observations are removed.} +observations are removed. + +\emph{Permitted Values}: an unquoted condition} + +\item{first_cond_lower}{Condition for selecting range of data (before) + +If this argument is specified, the other observations are restricted from +the first observation before the current observation where the specified +condition is fulfilled up to the current observation. If the condition is +not fulfilled for any of the other observations, no observations are +considered, i.e., the observation is not flagged. + +This parameter should be specified if \code{condition} contains summary +functions which should not apply to all observations but only from a +certain observation before the current observation up to the current +observation. + +\emph{Permitted Values}: an unquoted condition} + +\item{first_cond_upper}{Condition for selecting range of data (after) + +If this argument is specified, the other observations are restricted up to +the first observation where the specified condition is fulfilled. If the +condition is not fulfilled for any of the other observations, no +observations are considered, i.e., the observation is not flagged. + +This parameter should be specified if \code{condition} contains summary +functions which should not apply to all observations but only up to the +confirmation assessment. + +\emph{Permitted Values}: an unquoted condition} \item{set_values_to}{A named list returned by \code{exprs()} defining the variables to be set for the event, e.g. \code{exprs(PARAMCD = "WSP", PARAM = "Worst Sleeping Problems")}. The values can be a symbol, a -character string, a numeric value, \code{NA} or an expression.} +character string, a numeric value, \code{NA} or an expression. + +\emph{Permitted Values}: a named list of expressions, e.g., created by \code{exprs()}} \item{keep_source_vars}{Variables to keep from the source dataset @@ -72,7 +123,9 @@ a symbol or a tidyselect expression, e.g., \code{exprs(VISIT, VISITNUM, starts_w \item{description}{Description of the event The description does not affect the derivations where the event is used. It -is intended for documentation only.} +is intended for documentation only. + +\emph{Permitted Values}: a character scalar} } \value{ An object of class \code{event_joined} @@ -87,6 +140,141 @@ observation of the source dataset. The events are selected by calling \code{filter_joined()}. See its documentation for more details. } +\examples{ +library(tibble) +library(dplyr) +library(lubridate) +# Derive confirmed best overall response (using event_joined()) +# CR - complete response, PR - partial response, SD - stable disease +# NE - not evaluable, PD - progressive disease +adsl <- tribble( + ~USUBJID, ~TRTSDTC, + "1", "2020-01-01", + "2", "2019-12-12", + "3", "2019-11-11", + "4", "2019-12-30", + "5", "2020-01-01", + "6", "2020-02-02", + "7", "2020-02-02", + "8", "2020-02-01" +) \%>\% + mutate(TRTSDT = ymd(TRTSDTC)) + +adrs <- tribble( + ~USUBJID, ~ADTC, ~AVALC, + "1", "2020-01-01", "PR", + "1", "2020-02-01", "CR", + "1", "2020-02-16", "NE", + "1", "2020-03-01", "CR", + "1", "2020-04-01", "SD", + "2", "2020-01-01", "SD", + "2", "2020-02-01", "PR", + "2", "2020-03-01", "SD", + "2", "2020-03-13", "CR", + "4", "2020-01-01", "PR", + "4", "2020-03-01", "NE", + "4", "2020-04-01", "NE", + "4", "2020-05-01", "PR", + "5", "2020-01-01", "PR", + "5", "2020-01-10", "PR", + "5", "2020-01-20", "PR", + "6", "2020-02-06", "PR", + "6", "2020-02-16", "CR", + "6", "2020-03-30", "PR", + "7", "2020-02-06", "PR", + "7", "2020-02-16", "CR", + "7", "2020-04-01", "NE", + "8", "2020-02-16", "PD" +) \%>\% + mutate( + ADT = ymd(ADTC), + PARAMCD = "OVR", + PARAM = "Overall Response by Investigator" + ) \%>\% + derive_vars_merged( + dataset_add = adsl, + by_vars = exprs(USUBJID), + new_vars = exprs(TRTSDT) + ) + +derive_extreme_event( + adrs, + by_vars = exprs(USUBJID), + order = exprs(ADT), + mode = "first", + source_datasets = list(adsl = adsl), + events = list( + event_joined( + description = paste( + "CR needs to be confirmed by a second CR at least 28 days later", + "at most one NE is acceptable between the two assessments" + ), + join_vars = exprs(AVALC, ADT), + join_type = "after", + first_cond_upper = AVALC.join == "CR" & + ADT.join >= ADT + 28, + condition = AVALC == "CR" & + all(AVALC.join \%in\% c("CR", "NE")) & + count_vals(var = AVALC.join, val = "NE") <= 1, + set_values_to = exprs( + AVALC = "CR" + ) + ), + event_joined( + description = paste( + "PR needs to be confirmed by a second CR or PR at least 28 days later,", + "at most one NE is acceptable between the two assessments" + ), + join_vars = exprs(AVALC, ADT), + join_type = "after", + first_cond_upper = AVALC.join \%in\% c("CR", "PR") & + ADT.join >= ADT + 28, + condition = AVALC == "PR" & + all(AVALC.join \%in\% c("CR", "PR", "NE")) & + count_vals(var = AVALC.join, val = "NE") <= 1, + set_values_to = exprs( + AVALC = "PR" + ) + ), + event( + description = paste( + "CR, PR, or SD are considered as SD if occurring at least 28", + "after treatment start" + ), + condition = AVALC \%in\% c("CR", "PR", "SD") & ADT >= TRTSDT + 28, + set_values_to = exprs( + AVALC = "SD" + ) + ), + event( + condition = AVALC == "PD", + set_values_to = exprs( + AVALC = "PD" + ) + ), + event( + condition = AVALC \%in\% c("CR", "PR", "SD", "NE"), + set_values_to = exprs( + AVALC = "NE" + ) + ), + event( + description = "set response to MISSING for patients without records in ADRS", + dataset_name = "adsl", + condition = TRUE, + set_values_to = exprs( + AVALC = "MISSING" + ), + keep_source_vars = exprs(TRTSDT) + ) + ), + set_values_to = exprs( + PARAMCD = "CBOR", + PARAM = "Best Confirmed Overall Response by Investigator" + ) +) \%>\% + filter(PARAMCD == "CBOR") +} \seealso{ \code{\link[=derive_extreme_event]{derive_extreme_event()}}, \code{\link[=event]{event()}} diff --git a/man/filter_joined.Rd b/man/filter_joined.Rd index 09c6b5f660..26641168f8 100644 --- a/man/filter_joined.Rd +++ b/man/filter_joined.Rd @@ -6,20 +6,30 @@ \usage{ filter_joined( dataset, + dataset_add, by_vars, join_vars, join_type, first_cond = NULL, + first_cond_lower = NULL, + first_cond_upper = NULL, order, tmp_obs_nr_var = NULL, - filter, + filter_add = NULL, + filter_join, + filter = NULL, check_type = "warning" ) } \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{by_vars}, \code{order} and \code{join_vars} argument(s) to be expected.} +The variables specified by the \code{by_vars} and \code{order} argument(s) to be expected.} + +\item{dataset_add}{Additional dataset + +The variables specified for \code{by_vars}, \code{join_vars}, and \code{order} are +expected.} \item{by_vars}{By variables @@ -30,25 +40,61 @@ dataset with itself.} The variables needed from the other observations should be specified for this parameter. The specified variables are added to the joined dataset -with suffix ".join". For example to select all observations with \code{AVALC == "Y"} and \code{AVALC == "Y"} for at least one subsequent visit \code{join_vars = exprs(AVALC, AVISITN)} and \code{filter = AVALC == "Y" & AVALC.join == "Y" & AVISITN < AVISITN.join} could be specified. +with suffix ".join". For example to select all observations with \code{AVALC == "Y"} and \code{AVALC == "Y"} for at least one subsequent visit \code{join_vars = exprs(AVALC, AVISITN)} and \code{filter_join = AVALC == "Y" & AVALC.join == "Y" & AVISITN < AVISITN.join} could be specified. The \verb{*.join} variables are not included in the output dataset.} \item{join_type}{Observations to keep after joining The argument determines which of the joined observations are kept with -respect to the original observation. For example, if \code{join_type = "after"} is specified all observations after the original observations are -kept. +respect to the original observation. For example, if \code{join_type = "after"} +is specified all observations after the original observations are kept. + +For example for confirmed response or BOR in the oncology setting or +confirmed deterioration in questionnaires the confirmatory assessment must +be after the assessment. Thus \code{join_type = "after"} could be used. + +Whereas, sometimes you might allow for confirmatory observations to occur +prior to the observation. For example, to identify AEs occurring on or +after seven days before a COVID AE. Thus \code{join_type = "all"} could be used. \emph{Permitted Values:} \code{"before"}, \code{"after"}, \code{"all"}} \item{first_cond}{Condition for selecting range of data +\ifelse{html}{\href{https://lifecycle.r-lib.org/articles/stages.html#deprecated}{\figure{lifecycle-deprecated.svg}{options: alt='[Deprecated]'}}}{\strong{[Deprecated]}} + +This argument is \emph{deprecated}, please use \code{first_cond_upper} instead. + If this argument is specified, the other observations are restricted up to the first observation where the specified condition is fulfilled. If the condition is not fulfilled for any of the subsequent observations, all observations are removed.} +\item{first_cond_lower}{Condition for selecting range of data (before) + +If this argument is specified, the other observations are restricted from +the first observation before the current observation where the specified +condition is fulfilled up to the current observation. If the condition is +not fulfilled for any of the other observations, no observations are +considered, i.e., the observation is not flagged. + +This parameter should be specified if \code{filter_join} contains summary +functions which should not apply to all observations but only from a +certain observation before the current observation up to the current +observation. For an example see the last example below.} + +\item{first_cond_upper}{Condition for selecting range of data (after) + +If this argument is specified, the other observations are restricted up to +the first observation where the specified condition is fulfilled. If the +condition is not fulfilled for any of the other observations, no +observations are considered, i.e., the observation is not flagged. + +This parameter should be specified if \code{filter_join} contains summary +functions which should not apply to all observations but only up to the +confirmation assessment. For an example see the last example below.} + \item{order}{Order The observations are ordered by the specified order. @@ -58,15 +104,42 @@ The observations are ordered by the specified order. \item{tmp_obs_nr_var}{Temporary observation number -The specified variable is added to the input dataset and set to the -observation number with respect to \code{order}. For each by group (\code{by_vars}) -the observation number starts with \code{1}. The variable can be used in the -conditions (\code{filter}, \code{first_cond}). It is not included in the output -dataset. It can be used to select consecutive observations or the last -observation (see last example below).} +The specified variable is added to the input dataset (\code{dataset}) and the +additional dataset (\code{dataset_add}). It is set to the observation number +with respect to \code{order}. For each by group (\code{by_vars}) the observation +number starts with \code{1}. The variable can be used in the conditions +(\code{filter_join}, \code{first_cond_upper}, \code{first_cond_lower}). It is not included +in the output dataset. It can also be used to select consecutive +observations or the last observation (see example below).} + +\item{filter_add}{Filter for additional dataset (\code{dataset_add}) + +Only observations from \code{dataset_add} fulfilling the specified condition are +joined to the input dataset. If the argument is not specified, all +observations are joined. + +Variables created by the \code{order} argument can be used in the condition. + +The condition can include summary functions. The additional dataset is +grouped by the by variables (\code{by_vars}).} + +\item{filter_join}{Condition for selecting observations + +The filter is applied to the joined dataset for selecting the confirmed +observations. The condition can include summary functions like \code{all()} or +\code{any()}. The joined dataset is grouped by the original observations. I.e., +the summary function are applied to all observations up to the confirmation +observation. For example in the oncology setting when using this function +for confirmed best overall response, \code{filter_join = AVALC == "CR" & all(AVALC.join \%in\% c("CR", "NE")) & count_vals(var = AVALC.join, val = "NE") <= 1} selects observations with response "CR" and for all +observations up to the confirmation observation the response is "CR" or +"NE" and there is at most one "NE".} \item{filter}{Condition for selecting observations +\ifelse{html}{\href{https://lifecycle.r-lib.org/articles/stages.html#deprecated}{\figure{lifecycle-deprecated.svg}{options: alt='[Deprecated]'}}}{\strong{[Deprecated]}} + +This argument is \emph{deprecated}, please use \code{filter_join} instead. + The filter is applied to the joined dataset for selecting the confirmed observations. The condition can include summary functions. The joined dataset is grouped by the original observations. I.e., the summary function @@ -83,8 +156,6 @@ If \code{"warning"} or \code{"error"} is specified, the specified message is iss if the observations of the input dataset are not unique with respect to the by variables and the order. -\emph{Default:} \code{"none"} - \emph{Permitted Values:} \code{"none"}, \code{"warning"}, \code{"error"}} } \value{ @@ -108,13 +179,23 @@ used in endpoints such as best overall response. \details{ The following steps are performed to produce the output dataset. \subsection{Step 1}{ +\itemize{ +\item The variables specified by \code{order} are added to the additional dataset +(\code{dataset_add}). +\item The variables specified by \code{join_vars} are added to the additional dataset +(\code{dataset_add}). +\item The records from the additional dataset (\code{dataset_add}) are restricted to +those matching the \code{filter_add} condition. +} -The input dataset is joined with itself by the variables specified for -\code{by_vars}. From the right hand side of the join only the variables -specified for \code{join_vars} are kept. The suffix ".join" is added to these -variables. +Then the input dataset (\code{dataset}) is joined with the restricted +additional dataset by the variables specified for \code{by_vars}. From the +additional dataset only the variables specified for \code{join_vars} are kept. +The suffix ".join" is added to those variables which are also present in +the input dataset. -For example, for \code{by_vars = USUBJID}, \code{join_vars = exprs(AVISITN, AVALC)} and input dataset +For example, for \code{by_vars = USUBJID}, \code{join_vars = exprs(AVISITN, AVALC)} +and input dataset and additional dataset \if{html}{\out{
}}\preformatted{# A tibble: 2 x 4 USUBJID AVISITN AVALC AVAL @@ -151,18 +232,27 @@ USUBJID AVISITN AVALC AVAL AVISITN.join AVALC.join \subsection{Step 3}{ -If \code{first_cond} is specified, for each observation of the input dataset the -joined dataset is restricted to observations up to the first observation -where \code{first_cond} is fulfilled (the observation fulfilling the condition -is included). If for an observation of the input dataset the condition is -not fulfilled, the observation is removed. +If \code{first_cond_lower} is specified, for each observation of the input +dataset the joined dataset is restricted to observations from the first +observation where \code{first_cond_lower} is fulfilled (the observation +fulfilling the condition is included) up to the observation of the input +dataset. If for an observation of the input dataset the condition is not +fulfilled, the observation is removed. + +If \code{first_cond_upper} is specified, for each observation of the input +dataset the joined dataset is restricted to observations up to the first +observation where \code{first_cond_upper} is fulfilled (the observation +fulfilling the condition is included). If for an observation of the input +dataset the condition is not fulfilled, the observation is removed. + +For an example see the last example in the "Examples" section. } \subsection{Step 4}{ The joined dataset is grouped by the observations from the input dataset and restricted to the observations fulfilling the condition specified by -\code{filter}. +\code{filter_join}. } \subsection{Step 5}{ @@ -194,11 +284,12 @@ adae <- tribble( filter_joined( adae, + dataset_add = adae, by_vars = exprs(USUBJID), join_vars = exprs(ACOVFL, ADY), join_type = "all", order = exprs(ADY), - filter = ADURN > 30 & ACOVFL.join == "Y" & ADY >= ADY.join - 7 + filter_join = ADURN > 30 & ACOVFL.join == "Y" & ADY >= ADY.join - 7 ) # filter observations with AVALC == "Y" and AVALC == "Y" at a subsequent visit @@ -217,11 +308,12 @@ data <- tribble( filter_joined( data, + dataset_add = data, by_vars = exprs(USUBJID), join_vars = exprs(AVALC, AVISITN), join_type = "after", order = exprs(AVISITN), - filter = AVALC == "Y" & AVALC.join == "Y" & AVISITN < AVISITN.join + filter_join = AVALC == "Y" & AVALC.join == "Y" & AVISITN < AVISITN.join ) # select observations with AVALC == "CR", AVALC == "CR" at a subsequent visit, @@ -246,12 +338,13 @@ data <- tribble( filter_joined( data, + dataset_add = data, by_vars = exprs(USUBJID), join_vars = exprs(AVALC), join_type = "after", order = exprs(AVISITN), - first_cond = AVALC.join == "CR", - filter = AVALC == "CR" & all(AVALC.join \%in\% c("CR", "NE")) & + first_cond_upper = AVALC.join == "CR", + filter_join = AVALC == "CR" & all(AVALC.join \%in\% c("CR", "NE")) & count_vals(var = AVALC.join, val = "NE") <= 1 ) @@ -278,12 +371,13 @@ data <- tribble( filter_joined( data, + dataset_add = data, by_vars = exprs(USUBJID), join_vars = exprs(AVALC, ADY), join_type = "after", order = exprs(ADY), - first_cond = AVALC.join \%in\% c("CR", "PR") & ADY.join - ADY >= 20, - filter = AVALC == "PR" & + first_cond_upper = AVALC.join \%in\% c("CR", "PR") & ADY.join - ADY >= 20, + filter_join = AVALC == "PR" & all(AVALC.join \%in\% c("CR", "PR", "NE")) & count_vals(var = AVALC.join, val = "NE") <= 1 & ( @@ -310,15 +404,58 @@ data <- tribble( filter_joined( data, + dataset_add = data, by_vars = exprs(USUBJID), tmp_obs_nr_var = tmp_obs_nr, join_vars = exprs(CRIT1FL), join_type = "all", order = exprs(AVISITN), - filter = CRIT1FL == "Y" & CRIT1FL.join == "Y" & + filter_join = CRIT1FL == "Y" & CRIT1FL.join == "Y" & (tmp_obs_nr + 1 == tmp_obs_nr.join | tmp_obs_nr == max(tmp_obs_nr.join)) ) +# first_cond_lower and first_cond_upper argument +myd <- tribble( + ~subj, ~day, ~val, + "1", 1, "++", + "1", 2, "-", + "1", 3, "0", + "1", 4, "+", + "1", 5, "++", + "1", 6, "-", + "2", 1, "-", + "2", 2, "++", + "2", 3, "+", + "2", 4, "0", + "2", 5, "-", + "2", 6, "++" +) + +# select "0" where all results from the first "++" before the "0" up to the "0" +# (excluding the "0") are "+" or "++" +filter_joined( + myd, + dataset_add = myd, + by_vars = exprs(subj), + order = exprs(day), + join_vars = exprs(val), + join_type = "before", + first_cond_lower = val.join == "++", + filter_join = val == "0" & all(val.join \%in\% c("+", "++")) +) + +# select "0" where all results from the "0" (excluding the "0") up to the first +# "++" after the "0" are "+" or "++" +filter_joined( + myd, + dataset_add = myd, + by_vars = exprs(subj), + order = exprs(day), + join_vars = exprs(val), + join_type = "after", + first_cond_upper = val.join == "++", + filter_join = val == "0" & all(val.join \%in\% c("+", "++")) +) } \seealso{ \code{\link[=count_vals]{count_vals()}}, \code{\link[=min_cond]{min_cond()}}, \code{\link[=max_cond]{max_cond()}} diff --git a/man/get_joined_data.Rd b/man/get_joined_data.Rd new file mode 100644 index 0000000000..b82c96a808 --- /dev/null +++ b/man/get_joined_data.Rd @@ -0,0 +1,211 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/derive_joined.R +\name{get_joined_data} +\alias{get_joined_data} +\title{Join Data for "joined" functions} +\usage{ +get_joined_data( + dataset, + dataset_add, + by_vars = NULL, + join_vars = NULL, + join_type, + first_cond_lower = NULL, + first_cond_upper = NULL, + order = NULL, + tmp_obs_nr_var = NULL, + filter_add = NULL, + filter_join = NULL, + check_type = "warning" +) +} +\arguments{ +\item{dataset}{Input dataset + +The variables specified by the \code{by_vars} argument(s) to be expected.} + +\item{dataset_add}{Additional dataset + +The variables specified by the \code{by_vars}, the \code{new_vars}, the \code{join_vars}, +and the \code{order} argument are expected.} + +\item{by_vars}{Grouping variables + +The two datasets are joined by the specified variables. Variables from the +additional dataset can be renamed by naming the element, i.e., \verb{by_vars = exprs( = )}. + +\emph{Permitted Values}: list of variables created by \code{exprs()}} + +\item{join_vars}{Variables to use from additional dataset + +Any extra variables required from the additional dataset for \code{filter_join} +should be specified for this argument. Variables specified for \code{new_vars} +do not need to be repeated for \code{join_vars}. If a specified variable exists +in both the input dataset and the additional dataset, the suffix ".join" is +added to the variable from the additional dataset. + +If an expression is named, e.g., \code{exprs(EXTDT = convert_dtc_to_dt(EXSTDTC))}, a corresponding variable is added to the +additional dataset and can be used in the filter conditions (\code{filter_add}, +\code{filter_join}) and for \code{new_vars}. The variable is not included in the +output dataset. + +The variables are not included in the output dataset. + +\emph{Permitted Values}: list of variables or named expressions created by \code{exprs()}} + +\item{join_type}{Observations to keep after joining + +The argument determines which of the joined observations are kept with +respect to the original observation. For example, if \code{join_type = "after"} +is specified all observations after the original observations are kept. + +For example for confirmed response or BOR in the oncology setting or +confirmed deterioration in questionnaires the confirmatory assessment must +be after the assessment. Thus \code{join_type = "after"} could be used. + +Whereas, sometimes you might allow for confirmatory observations to occur +prior to the observation. For example, to identify AEs occurring on or +after seven days before a COVID AE. Thus \code{join_type = "all"} could be used. + +\emph{Permitted Values:} \code{"before"}, \code{"after"}, \code{"all"}} + +\item{first_cond_lower}{Condition for selecting range of data (before) + +If this argument is specified, the other observations are restricted from +the first observation before the current observation where the specified +condition is fulfilled up to the current observation. If the condition is +not fulfilled for any of the other observations, no observations are +considered, i.e., the observation is not flagged. + +This argument should be specified if \code{filter_join} contains summary +functions which should not apply to all observations but only from a +certain observation before the current observation up to the current +observation.} + +\item{first_cond_upper}{Condition for selecting range of data (after) + +If this argument is specified, the other observations are restricted up to +the first observation where the specified condition is fulfilled. If the +condition is not fulfilled for any of the other observations, no +observations are considered, i.e., the observation is not flagged. + +This argument should be specified if \code{filter_join} contains summary +functions which should not apply to all observations but only up to the +confirmation assessment.} + +\item{order}{Sort order + +If the argument is set to a non-null value, for each observation of the +input dataset the first or last observation from the joined dataset is +selected with respect to the specified order. The specified variables are +expected in the additional dataset (\code{dataset_add}). If a variable is +available in both \code{dataset} and \code{dataset_add}, the one from \code{dataset_add} +is used for the sorting. + +If an expression is named, e.g., \code{exprs(EXSTDT = convert_dtc_to_dt(EXSTDTC), EXSEQ)}, a corresponding variable (\code{EXSTDT}) is +added to the additional dataset and can be used in the filter conditions +(\code{filter_add}, \code{filter_join}) and for \code{join_vars} and \code{new_vars}. The +variable is not included in the output dataset. + +\emph{Permitted Values}: list of expressions created by \code{exprs()}, e.g., +\code{exprs(ADT, desc(AVAL))} or \code{NULL}} + +\item{tmp_obs_nr_var}{Temporary observation number + +The specified variable is added to the input dataset (\code{dataset}) and the +additional dataset (\code{dataset_add}). It is set to the observation number +with respect to \code{order}. For each by group (\code{by_vars}) the observation +number starts with \code{1}. The variable can be used in the conditions +(\code{filter_join}, \code{first_cond_upper}, \code{first_cond_lower}). It can also be +used to select consecutive observations or the last observation.} + +\item{filter_add}{Filter for additional dataset (\code{dataset_add}) + +Only observations from \code{dataset_add} fulfilling the specified condition are +joined to the input dataset. If the argument is not specified, all +observations are joined. + +Variables created by \code{order} or \code{new_vars} arguments can be used in the +condition. + +The condition can include summary functions like \code{all()} or \code{any()}. The +additional dataset is grouped by the by variables (\code{by_vars}). + +\emph{Permitted Values}: a condition} + +\item{filter_join}{Filter for the joined dataset + +The specified condition is applied to the joined dataset. Therefore +variables from both datasets \code{dataset} and \code{dataset_add} can be used. + +Variables created by \code{order} or \code{new_vars} arguments can be used in the +condition. + +The condition can include summary functions like \code{all()} or \code{any()}. The +joined dataset is grouped by the original observations. + +\emph{Permitted Values}: a condition} + +\item{check_type}{Check uniqueness? + +If \code{"warning"} or \code{"error"} is specified, the specified message is issued +if the observations of the (restricted) joined dataset are not unique with +respect to the by variables and the order. + +This argument is ignored if \code{order} is not specified. In this case an error +is issued independent of \code{check_type} if the restricted joined dataset +contains more than one observation for any of the observations of the input +dataset. + +\emph{Permitted Values}: \code{"none"}, \code{"warning"}, \code{"error"}} + +\item{new_vars}{Variables to add + +The specified variables from the additional dataset are added to the output +dataset. Variables can be renamed by naming the element, i.e., \verb{new_vars = exprs( = )}. + +For example \code{new_vars = exprs(var1, var2)} adds variables \code{var1} and \code{var2} +from \code{dataset_add} to the input dataset. + +And \code{new_vars = exprs(var1, new_var2 = old_var2)} takes \code{var1} and +\code{old_var2} from \code{dataset_add} and adds them to the input dataset renaming +\code{old_var2} to \code{new_var2}. + +Values of the added variables can be modified by specifying an expression. +For example, \code{new_vars = LASTRSP = exprs(str_to_upper(AVALC))} adds the +variable \code{LASTRSP} to the dataset and sets it to the upper case value of +\code{AVALC}. + +If the argument is not specified or set to \code{NULL}, all variables from the +additional dataset (\code{dataset_add}) are added. + +\emph{Permitted Values}: list of variables or named expressions created by \code{exprs()}} + +\item{mode}{Selection mode + +Determines if the first or last observation is selected. If the \code{order} +argument is specified, \code{mode} must be non-null. + +If the \code{order} argument is not specified, the \code{mode} argument is ignored. + +\emph{Permitted Values}: \code{"first"}, \code{"last"}, \code{NULL}} +} +\description{ +The helper function joins the data for the "joined" functions. All \code{.join} +variables are included in the output dataset. +} +\details{ +\enumerate{ +\item The variables specified by \code{order} are added to the additional dataset +(\code{dataset_add}). +\item The variables specified by \code{join_vars} are added to the additional dataset +(\code{dataset_add}). +\item The records from the additional dataset (\code{dataset_add}) are restricted to +those matching the \code{filter_add} condition. +\item The input dataset and the (restricted) additional dataset are left joined +by the grouping variables (\code{by_vars}). If no grouping variables are +specified, a full join is performed. +\item The joined dataset is restricted by the \code{filter_join} condition. +} +} +\keyword{internal} diff --git a/tests/testthat/test-derive_extreme_event.R b/tests/testthat/test-derive_extreme_event.R index 23711ceb8f..58b6e896b5 100644 --- a/tests/testthat/test-derive_extreme_event.R +++ b/tests/testthat/test-derive_extreme_event.R @@ -1,6 +1,6 @@ -# derive_extreme_records ---- +# derive_extreme_event ---- ## Test 1: `mode` = first ---- -test_that("derive_extreme_records Test 1: `mode` = first", { +test_that("derive_extreme_event Test 1: `mode` = first", { input <- tibble::tribble( ~USUBJID, ~PARAMCD, ~AVALC, ~ADY, "1", "NO SLEEP", "N", 1, @@ -67,7 +67,7 @@ test_that("derive_extreme_records Test 1: `mode` = first", { }) ## Test 2: `mode` = last ---- -test_that("derive_extreme_records Test 2: `mode` = last", { +test_that("derive_extreme_event Test 2: `mode` = last", { input <- tibble::tribble( ~USUBJID, ~PARAMCD, ~AVALC, ~ADY, "1", "NO SLEEP", "N", 1, @@ -134,7 +134,7 @@ test_that("derive_extreme_records Test 2: `mode` = last", { }) ## Test 3: `source_datasets` works ---- -test_that("derive_extreme_records Test 3: `source_datasets` works", { +test_that("derive_extreme_event Test 3: `source_datasets` works", { adsl <- tibble::tribble( ~USUBJID, ~TRTSDTC, "1", "2020-01-01", @@ -282,7 +282,7 @@ test_that("derive_extreme_records Test 3: `source_datasets` works", { }) ## Test 4: event-specific mode ---- -test_that("derive_extreme_records Test 4: event-specific mode", { +test_that("derive_extreme_event Test 4: event-specific mode", { adhy <- tibble::tribble( ~USUBJID, ~AVISITN, ~CRIT1FL, "1", 1, "Y", @@ -342,7 +342,7 @@ test_that("derive_extreme_records Test 4: event-specific mode", { }) ## Test 5: event_joined() is handled correctly ---- -test_that("derive_extreme_records Test 5: event_joined() is handled correctly", { +test_that("derive_extreme_event Test 5: event_joined() is handled correctly", { adsl <- tibble::tribble( ~USUBJID, ~TRTSDTC, "1", "2020-01-01", @@ -414,7 +414,7 @@ test_that("derive_extreme_records Test 5: event_joined() is handled correctly", event_joined( join_vars = exprs(AVALC, ADT), join_type = "after", - first_cond = AVALC.join == "CR" & + first_cond_upper = AVALC.join == "CR" & ADT.join >= ADT + 28, condition = AVALC == "CR" & all(AVALC.join %in% c("CR", "NE")) & @@ -426,7 +426,7 @@ test_that("derive_extreme_records Test 5: event_joined() is handled correctly", event_joined( join_vars = exprs(AVALC, ADT), join_type = "after", - first_cond = AVALC.join %in% c("CR", "PR") & + first_cond_upper = AVALC.join %in% c("CR", "PR") & ADT.join >= ADT + 28, condition = AVALC == "PR" & all(AVALC.join %in% c("CR", "PR", "NE")) & @@ -517,7 +517,7 @@ test_that("derive_extreme_records Test 5: event_joined() is handled correctly", }) ## Test 6: no tmp_event_nr_var ---- -test_that("derive_extreme_records Test 6: no tmp_event_nr_var", { +test_that("derive_extreme_event Test 6: no tmp_event_nr_var", { adrs <- tibble::tribble( ~USUBJID, ~AVISITN, ~AVALC, "1", 1, "PR", @@ -535,14 +535,14 @@ test_that("derive_extreme_records Test 6: no tmp_event_nr_var", { event_joined( join_vars = exprs(AVALC), join_type = "after", - first_cond = AVALC.join == "CR", + first_cond_upper = AVALC.join == "CR", condition = AVALC == "CR", set_values_to = exprs(AVALC = "Y") ), event_joined( join_vars = exprs(AVALC), join_type = "after", - first_cond = AVALC.join %in% c("CR", "PR"), + first_cond_upper = AVALC.join %in% c("CR", "PR"), condition = AVALC == "PR", set_values_to = exprs(AVALC = "Y") ) @@ -566,8 +566,9 @@ test_that("derive_extreme_records Test 6: no tmp_event_nr_var", { keys = c("USUBJID", "PARAMCD", "AVISITN") ) }) + ## Test 7: deprecation of ignore_event_order ---- -test_that("derive_extreme_records Test 7: deprecation of ignore_event_order", { +test_that("derive_extreme_event Test 7: deprecation of ignore_event_order", { adrs <- tibble::tribble( ~USUBJID, ~AVISITN, ~AVALC, "1", 1, "PR", @@ -586,14 +587,14 @@ test_that("derive_extreme_records Test 7: deprecation of ignore_event_order", { event_joined( join_vars = exprs(AVALC), join_type = "after", - first_cond = AVALC.join == "CR", + first_cond_upper = AVALC.join == "CR", condition = AVALC == "CR", set_values_to = exprs(AVALC = "Y") ), event_joined( join_vars = exprs(AVALC), join_type = "after", - first_cond = AVALC.join %in% c("CR", "PR"), + first_cond_upper = AVALC.join %in% c("CR", "PR"), condition = AVALC == "PR", set_values_to = exprs(AVALC = "Y") ) @@ -605,7 +606,6 @@ test_that("derive_extreme_records Test 7: deprecation of ignore_event_order", { ), class = "lifecycle_warning_deprecated" ) - expected <- bind_rows( adrs, tibble::tribble( @@ -620,3 +620,41 @@ test_that("derive_extreme_records Test 7: deprecation of ignore_event_order", { keys = c("USUBJID", "PARAMCD", "AVISITN") ) }) + +# event_joined ---- +## Test 8: deprecation of `first_cond` ---- +test_that("event_joined Test 8: deprecation of `first_cond`", { + new_event <- event_joined( + join_vars = exprs(AVALC, ADT), + join_type = "after", + first_cond_upper = AVALC.join == "CR" & + ADT.join >= ADT + 28, + condition = AVALC == "CR" & + all(AVALC.join %in% c("CR", "NE")) & + count_vals(var = AVALC.join, val = "NE") <= 1, + set_values_to = exprs( + AVALC = "CR" + ) + ) + + expect_warning( + old_event <- event_joined( + join_vars = exprs(AVALC, ADT), + join_type = "after", + first_cond = AVALC.join == "CR" & + ADT.join >= ADT + 28, + condition = AVALC == "CR" & + all(AVALC.join %in% c("CR", "NE")) & + count_vals(var = AVALC.join, val = "NE") <= 1, + set_values_to = exprs( + AVALC = "CR" + ) + ), + class = "lifecycle_warning_deprecated" + ) + + expect_equal( + old_event, + expected = new_event + ) +}) diff --git a/tests/testthat/test-derive_joined.R b/tests/testthat/test-derive_joined.R index f52587cef7..9f5db9bc82 100644 --- a/tests/testthat/test-derive_joined.R +++ b/tests/testthat/test-derive_joined.R @@ -24,6 +24,7 @@ test_that("derive_vars_joined Test 1: no by_vars, no order, no new_vars", { select(expected, USUBJID, ADY), dataset_add = windows, join_vars = exprs(AWHI, AWLO), + join_type = "all", filter_join = AWLO <= ADY & ADY <= AWHI ), keys = c("USUBJID", "ADY") @@ -54,6 +55,7 @@ test_that("derive_vars_joined Test 2: new_vars with rename", { order = exprs(AVAL), new_vars = exprs(NADIR = AVAL), join_vars = exprs(ADY), + join_type = "all", filter_add = ADY > 0, filter_join = ADY.join < ADY, mode = "first", @@ -91,6 +93,7 @@ test_that("derive_vars_joined Test 3: by_vars with rename", { order = exprs(FADT), new_vars = exprs(ATOXGR_pre = FAORRES), join_vars = exprs(FADT), + join_type = "all", filter_join = FADT < TRTSDTM, mode = "last" ), @@ -125,6 +128,7 @@ test_that("derive_vars_joined Test 4: order with expression", { order = exprs(FADT = convert_dtc_to_dt(FADTC)), new_vars = exprs(ATOXGR_pre = FAORRES), join_vars = exprs(FADT), + join_type = "all", filter_join = FADT < TRTSDTM, mode = "last" ), @@ -166,6 +170,7 @@ test_that("derive_vars_joined Test 5: join_vars with expression", { order = exprs(TRSTRESN), new_vars = exprs(AVAL = TRSTRESN), join_vars = exprs(TRDT = convert_dtc_to_dt(TRDTC)), + join_type = "all", filter_join = TRDT <= ADT, mode = "first", check_type = "none" @@ -201,6 +206,7 @@ test_that("derive_vars_joined Test 6: no join_vars, no filter_join", { dataset_add = faae, by_vars = exprs(AEGRPID = FAGRPID), order = exprs(FAORRES), + join_type = "all", new_vars = exprs(ATOXGR_pre = FAORRES), mode = "first" ), @@ -232,6 +238,7 @@ test_that("derive_vars_joined Test 7: new_vars expressions using variables from dataset_add = ex, by_vars = exprs(USUBJID), order = exprs(EXSDT = convert_dtc_to_dt(EXSDTC)), + join_type = "all", new_vars = exprs(LSTDSDUR = compute_duration( start_date = EXSDT, end_date = ASTDT )), @@ -251,6 +258,7 @@ test_that("derive_vars_joined Test 8: error if new_vars are already in dataset", myd, dataset_add = myd, order = exprs(day), + join_type = "all", mode = "last", filter_join = day < day.join ), @@ -293,6 +301,7 @@ test_that("derive_vars_joined Test 9: fixing a bug from issue 1966", { # nolint dataset_add = adlb_tbili_pbl, by_vars = exprs(STUDYID, USUBJID), order = exprs(ADTM, ASEQ), + join_type = "all", new_vars = exprs(TBILI_ADT = ADT), filter_join = ADT <= ADT.join, mode = "first" @@ -316,6 +325,7 @@ test_that("derive_vars_joined Test 10: order vars are selected properly in funct dataset_add = myd, new_vars = exprs(first_val = val), join_vars = exprs(day), + join_type = "all", order = exprs(-day), mode = "last", filter_join = day < day.join @@ -334,6 +344,7 @@ test_that("derive_vars_joined Test 10: order vars are selected properly in funct ) }) + ## Test 11: Ensure exist_flag, true/false value arguments work ---- test_that("derive_vars_joined Test 11: Ensure exist_flag, true/false value arguments work", { expected <- tibble::tribble( @@ -359,6 +370,7 @@ test_that("derive_vars_joined Test 11: Ensure exist_flag, true/false value argum select(expected, USUBJID, ADY), dataset_add = windows, join_vars = exprs(AWHI, AWLO), + join_type = "all", filter_join = AWLO <= ADY & ADY <= AWHI, exist_flag = flag, true_value = "Yes", @@ -367,3 +379,49 @@ test_that("derive_vars_joined Test 11: Ensure exist_flag, true/false value argum keys = c("USUBJID", "ADY") ) }) + +# get_joined_data ---- +## Test 12: `first_cond_lower` works ---- +test_that("get_joined_data Test 12: `first_cond_lower` works", { + data <- tribble( + ~subj, ~day, ~val, + "1", 1, "++", + "1", 2, "-", + "1", 3, "0", + "1", 4, "+", + "1", 5, "++", + "1", 6, "-", + "2", 1, "-", + "2", 2, "++", + "2", 3, "+", + "2", 4, "0", + "2", 5, "-", + "2", 6, "++" + ) + + expected <- tibble::tribble( + ~day.join, ~val.join, + 2, "++", + 3, "+" + ) %>% + mutate( + subj = "2", + day = 4, + val = "0" + ) + + expect_dfs_equal( + base = expected, + compare = get_joined_data( + data, + dataset_add = data, + by_vars = exprs(subj), + order = exprs(day), + join_vars = exprs(val), + join_type = "before", + first_cond_lower = val.join == "++", + filter_join = val == "0" & all(val.join %in% c("+", "++")) + ), + keys = c("subj", "day.join") + ) +}) diff --git a/tests/testthat/test-derive_var_joined_exist_flag.R b/tests/testthat/test-derive_var_joined_exist_flag.R index 284bae38da..9b0d593947 100644 --- a/tests/testthat/test-derive_var_joined_exist_flag.R +++ b/tests/testthat/test-derive_var_joined_exist_flag.R @@ -24,12 +24,13 @@ test_that("derive_var_joined_exist_flag Test 1: filter without first_cond", { actual <- derive_var_joined_exist_flag( data, + dataset_add = data, new_var = CONFFL, by_vars = exprs(USUBJID), join_vars = exprs(AVALC), join_type = "after", order = exprs(AVISITN), - filter = AVALC == "PR" & AVALC.join %in% c("CR", "PR") + filter_join = AVALC == "PR" & AVALC.join %in% c("CR", "PR") ) expected <- tibble::tribble( @@ -58,7 +59,7 @@ test_that("derive_var_joined_exist_flag Test 1: filter without first_cond", { }) ## Flagging any patient CR value that is followed by a CR -## Test 2 : filter with first_cond --- +## Test 2: filter with first_cond ---- test_that("derive_var_joined_exist_flag Test 2: filter with first_cond", { data <- tibble::tribble( ~USUBJID, ~AVISITN, ~AVALC, @@ -79,14 +80,15 @@ test_that("derive_var_joined_exist_flag Test 2: filter with first_cond", { actual <- derive_var_joined_exist_flag( data, + dataset_add = data, new_var = CONFFL, by_vars = exprs(USUBJID), join_vars = exprs(AVALC), join_type = "after", - first_cond = AVALC == "CR" & + first_cond_upper = AVALC == "CR" & AVALC.join == "CR", order = exprs(AVISITN), - filter = TRUE + filter_join = TRUE ) expected <- tibble::tribble( @@ -115,20 +117,20 @@ test_that("derive_var_joined_exist_flag Test 2: filter with first_cond", { ## Flagging any patient PR value that is followed by a CR or PR ## and at most one SD in between -## Test 3:filter with first_cond and summary function --- - +## Test 3: filter with first_cond and summary function ---- test_that("derive_var_joined_exist_flag Test 3: filter with first_cond and summary function", { actual <- derive_var_joined_exist_flag( data, + dataset_add = data, new_var = CONFFL, by_vars = exprs(USUBJID), join_vars = exprs(AVALC), join_type = "after", - first_cond = AVALC == "PR" & + first_cond_upper = AVALC == "PR" & AVALC.join %in% c("CR", "PR"), order = exprs(AVISITN), - filter = count_vals(AVALC.join, "SD") <= 1, + filter_join = count_vals(AVALC.join, "SD") <= 1, false_value = "N" ) @@ -159,9 +161,8 @@ test_that("derive_var_joined_exist_flag Test 3: filter with first_cond and summa ## Flagging observations with a duration longer than 30 and ## on or after 7 days of a COVID AE (ACOVFL == "Y") -## Test 4: join_type = 'all' --- - -test_that("derive_var_joined_exist_flag, Test 4: join_type = 'all'", { +## Test 4: join_type = 'all' ---- +test_that("derive_var_joined_exist_flag Test 4: join_type = 'all'", { adae <- tibble::tribble( ~USUBJID, ~ADY, ~ACOVFL, ~ADURN, "1", 10, "N", 1, @@ -179,12 +180,13 @@ test_that("derive_var_joined_exist_flag, Test 4: join_type = 'all'", { actual <- derive_var_joined_exist_flag( adae, + dataset_add = adae, by_vars = exprs(USUBJID), new_var = ALCOVFL, join_vars = exprs(ACOVFL, ADY), join_type = "all", order = exprs(ADY), - filter = ADURN > 30 & ACOVFL.join == "Y" & ADY >= ADY.join - 7 + filter_join = ADURN > 30 & ACOVFL.join == "Y" & ADY >= ADY.join - 7 ) expected <- tibble::tribble( @@ -210,8 +212,8 @@ test_that("derive_var_joined_exist_flag, Test 4: join_type = 'all'", { }) ## Flagging observations with AVALC = Y and an observation with CRIT1FL = Y before -## Test 5: join_type = 'before' --- -test_that("derive_var_joined_exist_flag, Test 5: join_type = 'before'", { +## Test 5: join_type = 'before' ---- +test_that("derive_var_joined_exist_flag Test 5: join_type = 'before'", { data <- tibble::tribble( ~USUBJID, ~ASEQ, ~AVALC, ~CRIT1FL, "1", 1, "Y", "Y", @@ -223,12 +225,13 @@ test_that("derive_var_joined_exist_flag, Test 5: join_type = 'before'", { actual <- derive_var_joined_exist_flag( data, + dataset_add = data, by_vars = exprs(USUBJID), order = exprs(ASEQ), new_var = CONFFL, join_vars = exprs(CRIT1FL), join_type = "before", - filter = AVALC == "Y" & CRIT1FL.join == "Y", + filter_join = AVALC == "Y" & CRIT1FL.join == "Y", false_value = "N" ) @@ -248,8 +251,8 @@ test_that("derive_var_joined_exist_flag, Test 5: join_type = 'before'", { ) }) -## Test 6: tmp_obs_nr_var argument works ---- +## Test 6: tmp_obs_nr_var argument works ---- test_that("derive_var_joined_exist_flag Test 6: tmp_obs_nr_var argument works", { expected <- tibble::tribble( ~USUBJID, ~AVISITN, ~CRIT1FL, ~CONFFL, @@ -265,21 +268,124 @@ test_that("derive_var_joined_exist_flag Test 6: tmp_obs_nr_var argument works", "4", 2, "N", "N" ) - + input <- select(expected, -CONFFL) expect_dfs_equal( base = expected, compare = derive_var_joined_exist_flag( - select(expected, -CONFFL), + input, + dataset_add = input, by_vars = exprs(USUBJID), new_var = CONFFL, tmp_obs_nr_var = tmp_obs_nr, join_vars = exprs(CRIT1FL), join_type = "all", order = exprs(AVISITN), - filter = CRIT1FL == "Y" & CRIT1FL.join == "Y" & + filter_join = CRIT1FL == "Y" & CRIT1FL.join == "Y" & (tmp_obs_nr + 1 == tmp_obs_nr.join | tmp_obs_nr == max(tmp_obs_nr.join)), false_value = "N" ), keys = c("USUBJID", "AVISITN") ) }) + +## Test 7: deprecation of `filter` ---- +test_that("derive_var_joined_exist_flag Test 7: deprecation of `filter`", { + expect_warning( + actual <- + derive_var_joined_exist_flag( + data, + dataset_add = data, + new_var = CONFFL, + by_vars = exprs(USUBJID), + join_vars = exprs(AVALC), + join_type = "after", + order = exprs(AVISITN), + filter = AVALC == "PR" & AVALC.join %in% c("CR", "PR") + ), + class = "lifecycle_warning_deprecated" + ) + + expected <- tibble::tribble( + ~USUBJID, ~AVISITN, ~AVALC, ~CONFFL, + "1", 1, "PR", "Y", + "1", 2, "CR", NA_character_, + "1", 3, "CR", NA_character_, + "1", 4, "SD", NA_character_, + "1", 5, "NE", NA_character_, + "2", 1, "SD", NA_character_, + "2", 2, "PR", NA_character_, + "2", 3, "PD", NA_character_, + "3", 1, "SD", NA_character_, + "4", 1, "PR", "Y", + "4", 2, "PD", NA_character_, + "4", 3, "SD", NA_character_, + "4", 4, "SD", NA_character_, + "4", 5, "PR", NA_character_ + ) + + expect_dfs_equal( + base = expected, + compare = actual, + keys = c("USUBJID", "AVISITN") + ) +}) + +## Test 8: deprecation of `first_cond` ---- +test_that("derive_var_joined_exist_flag Test 8: deprecation of `first_cond`", { + data <- tibble::tribble( + ~USUBJID, ~AVISITN, ~AVALC, + "1", 1, "PR", + "1", 2, "CR", + "1", 3, "CR", + "1", 4, "SD", + "1", 5, "NE", + "2", 1, "SD", + "2", 2, "PR", + "2", 3, "PD", + "3", 1, "CR", + "4", 1, "CR", + "4", 2, "SD", + "4", 3, "CR", + "4", 4, "CR" + ) + + expect_warning( + actual <- + derive_var_joined_exist_flag( + data, + dataset_add = data, + new_var = CONFFL, + by_vars = exprs(USUBJID), + join_vars = exprs(AVALC), + join_type = "after", + first_cond = AVALC == "CR" & + AVALC.join == "CR", + order = exprs(AVISITN), + filter_join = TRUE + ), + class = "lifecycle_warning_deprecated" + ) + + expected <- tibble::tribble( + ~USUBJID, ~AVISITN, ~AVALC, ~CONFFL, + "1", 1, "PR", NA_character_, + "1", 2, "CR", "Y", + "1", 3, "CR", NA_character_, + "1", 4, "SD", NA_character_, + "1", 5, "NE", NA_character_, + "2", 1, "SD", NA_character_, + "2", 2, "PR", NA_character_, + "2", 3, "PD", NA_character_, + "3", 1, "CR", NA_character_, + "4", 1, "CR", "Y", + "4", 2, "SD", NA_character_, + "4", 3, "CR", "Y", + "4", 4, "CR", NA_character_ + ) + + expect_dfs_equal( + base = expected, + compare = actual, + keys = c("USUBJID", "AVISITN") + ) +}) diff --git a/tests/testthat/test-filter_joined.R b/tests/testthat/test-filter_joined.R index 98e37fdc81..45d8080cc2 100644 --- a/tests/testthat/test-filter_joined.R +++ b/tests/testthat/test-filter_joined.R @@ -17,16 +17,17 @@ data <- tibble::tribble( ) # filter_joined ---- -## Test 1: filter without first_cond ---- -test_that("filter_joined Test 1: filter without first_cond", { +## Test 1: filter without first_cond_upper ---- +test_that("filter_joined Test 1: filter without first_cond_upper", { actual <- filter_joined( data, + dataset_add = data, by_vars = exprs(USUBJID), join_vars = exprs(AVISITN, AVALC), join_type = "after", order = exprs(AVISITN), - filter = AVALC == "PR" & AVALC.join %in% c("CR", "PR") & + filter_join = AVALC == "PR" & AVALC.join %in% c("CR", "PR") & AVISITN < AVISITN.join ) @@ -48,13 +49,14 @@ test_that("filter_joined Test 2: filter with first_cond", { actual <- filter_joined( data, + dataset_add = data, by_vars = exprs(USUBJID), join_vars = exprs(AVALC), join_type = "after", - first_cond = AVALC == "CR" & + first_cond_upper = AVALC == "CR" & AVALC.join == "CR", order = exprs(AVISITN), - filter = TRUE + filter_join = TRUE ) expected <- tibble::tribble( @@ -74,13 +76,14 @@ test_that("filter_joined Test 3: filter with first_cond and summary function", { actual <- filter_joined( data, + dataset_add = data, by_vars = exprs(USUBJID), join_vars = exprs(AVALC), join_type = "after", - first_cond = AVALC == "PR" & + first_cond_upper = AVALC == "PR" & AVALC.join %in% c("CR", "PR"), order = exprs(AVISITN), - filter = count_vals(AVALC.join, "SD") <= 1 + filter_join = count_vals(AVALC.join, "SD") <= 1 ) expected <- tibble::tribble( @@ -95,7 +98,7 @@ test_that("filter_joined Test 3: filter with first_cond and summary function", { ) }) -## Test 4: join_type = "all" ---- +## Test 4: join_type = 'all' ---- test_that("filter_joined Test 4: join_type = 'all'", { adae <- tibble::tribble( ~USUBJID, ~ADY, ~ACOVFL, ~ADURN, @@ -113,11 +116,12 @@ test_that("filter_joined Test 4: join_type = 'all'", { actual <- filter_joined( adae, + dataset_add = adae, by_vars = exprs(USUBJID), join_vars = exprs(ACOVFL, ADY), join_type = "all", order = exprs(ADY), - filter = ADURN > 30 & ACOVFL.join == "Y" & ADY >= ADY.join - 7 + filter_join = ADURN > 30 & ACOVFL.join == "Y" & ADY >= ADY.join - 7 ) expected <- tibble::tribble( @@ -133,9 +137,69 @@ test_that("filter_joined Test 4: join_type = 'all'", { ) }) +## Test 5: deprecation of `filter` ---- +test_that("filter_joined Test 5: deprecation of `filter`", { + expect_warning( + actual <- + filter_joined( + data, + dataset_add = data, + by_vars = exprs(USUBJID), + join_vars = exprs(AVISITN, AVALC), + join_type = "after", + order = exprs(AVISITN), + filter = AVALC == "PR" & AVALC.join %in% c("CR", "PR") & + AVISITN < AVISITN.join + ), + class = "lifecycle_warning_deprecated" + ) + + expected <- tibble::tribble( + ~USUBJID, ~AVISITN, ~AVALC, + "1", 1, "PR", + "4", 1, "PR" + ) + + expect_dfs_equal( + base = expected, + compare = actual, + keys = c("USUBJID", "AVISITN") + ) +}) + +## Test 6: deprecation of `first_cond` ---- +test_that("filter_joined Test 6: deprecation of `first_cond`", { + expect_warning( + actual <- + filter_joined( + data, + dataset_add = data, + by_vars = exprs(USUBJID), + join_vars = exprs(AVALC), + join_type = "after", + first_cond = AVALC == "CR" & + AVALC.join == "CR", + order = exprs(AVISITN), + filter_join = TRUE + ), + class = "lifecycle_warning_deprecated" + ) + + expected <- tibble::tribble( + ~USUBJID, ~AVISITN, ~AVALC, + "1", 2, "CR" + ) + + expect_dfs_equal( + base = expected, + compare = actual, + keys = c("USUBJID", "AVISITN") + ) +}) + # min_cond ---- -## Test 1: test it ---- -test_that("min_cond, Test 1: test it", { +## Test 7: minimum is derived correctly ---- +test_that("min_cond Test 7: minimum is derived correctly", { data <- tibble::tribble( ~USUBJID, ~AVISITN, ~AVALC, "1", 1, "PR", @@ -172,8 +236,8 @@ test_that("min_cond, Test 1: test it", { }) # max_cond ---- -## Test 1: test it ---- -test_that("max_cond, Test 1: test it", { +## Test 8: maximum is derived correctly ---- +test_that("max_cond Test 8: maximum is derived correctly", { data <- tibble::tribble( ~USUBJID, ~AVISITN, ~AVALC, "1", 1, "PR", diff --git a/vignettes/generic.Rmd b/vignettes/generic.Rmd index 61d6f43d06..f591e69a7a 100644 --- a/vignettes/generic.Rmd +++ b/vignettes/generic.Rmd @@ -250,6 +250,7 @@ adsl_05 <- adsl_04 %>% filter_add = DSDECOD == "RANDOMIZED", by_vars = exprs(STUDYID, USUBJID), new_vars = exprs(RAND30DT = DSSTDT), + join_type = "all", filter_join = DSSTDT >= TRTSDT - 30 ) ``` @@ -286,6 +287,7 @@ ae_01 <- ae %>% by_vars = exprs(USUBJID), new_vars = exprs(DCUTFL), join_vars = exprs(DCUTDY), + join_type = "all", filter_join = AESTDY <= DCUTDY ) ``` @@ -316,6 +318,7 @@ ae_02 <- ae_01 %>% order = exprs(as.integer(factor(AESEV, levels = c("SEVERE", "MODERATE", "MILD")))), new_vars = exprs(AENADSEV = AESEV), join_vars = exprs(AESTDY), + join_type = "all", filter_join = AESTDY.join < AESTDY, mode = "first", check_type = "none" diff --git a/vignettes/hys_law.Rmd b/vignettes/hys_law.Rmd index db34b07a5b..ec22159247 100644 --- a/vignettes/hys_law.Rmd +++ b/vignettes/hys_law.Rmd @@ -115,6 +115,7 @@ hylaw_records <- derive_vars_joined( dataset_add = bili_records, by_vars = exprs(STUDYID, USUBJID), order = exprs(ADY), + join_type = "all", filter_join = 0 <= ADT.join - ADT & ADT.join - ADT <= 14 & CRIT1FL == "Y" & CRIT1FL.join == "Y", new_vars = exprs(BILI_DT = ADT, BILI_CRITFL = CRIT1FL), mode = "first" diff --git a/vignettes/occds.Rmd b/vignettes/occds.Rmd index 335610b27d..517ac3cf0d 100644 --- a/vignettes/occds.Rmd +++ b/vignettes/occds.Rmd @@ -242,6 +242,7 @@ adae <- derive_vars_joined( by_vars = exprs(STUDYID, USUBJID), new_vars = exprs(LDOSEDTM = EXSTDTM), join_vars = exprs(EXSTDTM), + join_type = "all", order = exprs(EXSTDTM), filter_add = (EXDOSE > 0 | (EXDOSE == 0 & grepl("PLACEBO", EXTRT))) & !is.na(EXSTDTM), filter_join = EXSTDTM <= ASTDTM, diff --git a/vignettes/pk_adnca.Rmd b/vignettes/pk_adnca.Rmd index 1cabe5c7de..c518aded18 100644 --- a/vignettes/pk_adnca.Rmd +++ b/vignettes/pk_adnca.Rmd @@ -388,6 +388,7 @@ adpc_prev <- adpc_first_dose %>% AENDTM_prev = AENDTM ), join_vars = exprs(ADTM), + join_type = "all", filter_add = NULL, filter_join = ADTM > ADTM.join, mode = "last", @@ -422,6 +423,7 @@ adpc_next <- adpc_prev %>% AENDTM_next = AENDTM ), join_vars = exprs(ADTM), + join_type = "all", filter_add = NULL, filter_join = ADTM <= ADTM.join, mode = "first", @@ -457,6 +459,7 @@ adpc_nom_prev <- adpc_next %>% order = exprs(NFRLT), new_vars = exprs(NFRLT_prev = NFRLT), join_vars = exprs(NFRLT), + join_type = "all", filter_add = NULL, filter_join = NFRLT > NFRLT.join, mode = "last", @@ -472,6 +475,7 @@ adpc_nom_next <- adpc_nom_prev %>% order = exprs(NFRLT), new_vars = exprs(NFRLT_next = NFRLT), join_vars = exprs(NFRLT), + join_type = "all", filter_add = NULL, filter_join = NFRLT <= NFRLT.join, mode = "first", @@ -1025,6 +1029,7 @@ adppk_prev <- adppk_first_dose %>% AENDTM_prev = AENDTM ), join_vars = exprs(ADTM), + join_type = "all", filter_add = NULL, filter_join = ADTM > ADTM.join, mode = "last", @@ -1040,6 +1045,7 @@ adppk_nom_prev <- adppk_prev %>% order = exprs(NFRLT), new_vars = exprs(NFRLT_prev = NFRLT), join_vars = exprs(NFRLT), + join_type = "all", filter_add = NULL, filter_join = NFRLT > NFRLT.join, mode = "last", diff --git a/vignettes/questionnaires.Rmd b/vignettes/questionnaires.Rmd index 5a1b353e70..d6e0761ea4 100644 --- a/vignettes/questionnaires.Rmd +++ b/vignettes/questionnaires.Rmd @@ -360,12 +360,13 @@ later: ```{r} adgdssf <- adgdssf %>% derive_var_joined_exist_flag( + dataset_add = adgdssf, by_vars = exprs(USUBJID, PARAMCD), order = exprs(ADT), new_var = CDETFL, join_vars = exprs(CHGCAT1, ADY), join_type = "after", - filter = CHGCAT1 == "WORSENED" & + filter_join = CHGCAT1 == "WORSENED" & CHGCAT1.join == "WORSENED" & ADY.join >= ADY + 7 ) @@ -385,13 +386,14 @@ argument is helpful: # Flagging deterioration at two consecutive assessments adgdssf <- adgdssf %>% derive_var_joined_exist_flag( + dataset_add = adgdssf, by_vars = exprs(USUBJID, PARAMCD), order = exprs(ADT), new_var = CONDETFL, join_vars = exprs(CHGCAT1), join_type = "after", tmp_obs_nr_var = tmp_obs_nr, - filter = CHGCAT1 == "WORSENED" & + filter_join = CHGCAT1 == "WORSENED" & CHGCAT1.join == "WORSENED" & tmp_obs_nr.join == tmp_obs_nr + 1 ) %>% @@ -399,13 +401,15 @@ adgdssf <- adgdssf %>% # - a second deterioration at least 7 days later or # - deterioration at the last assessment and death due to progression derive_var_joined_exist_flag( + ., + dataset_add = ., by_vars = exprs(USUBJID, PARAMCD), order = exprs(ADT), new_var = CDTDTHFL, join_vars = exprs(CHGCAT1, ADY), join_type = "all", tmp_obs_nr_var = tmp_obs_nr, - filter = CHGCAT1 == "WORSENED" & ( + filter_join = CHGCAT1 == "WORSENED" & ( CHGCAT1.join == "WORSENED" & ADY.join >= ADY + 7 | tmp_obs_nr == max(tmp_obs_nr.join) & DTHCAUS == "PROGRESSIVE DISEASE") ) @@ -424,12 +428,13 @@ parameter summary functions like `all()` can be used in the filter condition: ```{r} adgdssf <- adgdssf %>% derive_var_joined_exist_flag( + dataset_add = adgdssf, by_vars = exprs(USUBJID, PARAMCD), order = exprs(ADT), new_var = DEFDETFL, join_vars = exprs(CHGCAT1), join_type = "after", - filter = CHGCAT1 == "WORSENED" & all(CHGCAT1.join == "WORSENED") + filter_join = CHGCAT1 == "WORSENED" & all(CHGCAT1.join == "WORSENED") ) ``` diff --git a/vignettes/visits_periods.Rmd b/vignettes/visits_periods.Rmd index f4d5baf4ed..1f9daaeab9 100644 --- a/vignettes/visits_periods.Rmd +++ b/vignettes/visits_periods.Rmd @@ -85,7 +85,8 @@ adbds <- tribble( derive_vars_joined( adbds, dataset_add = windows, - filter_join = AWLO <= ADY & ADY <= AWHI + filter_join = AWLO <= ADY & ADY <= AWHI, + join_type = "all", ) ``` @@ -167,13 +168,18 @@ adae <- tribble( "1", "2021-04-05", "2", "2021-02-15", ) %>% + mutate( + STUDYID = "xyz", + .before = USUBJID + ) %>% mutate(ASTDT = ymd(ASTDT)) derive_vars_joined( adae, dataset_add = phase_ref, - by_vars = exprs(USUBJID), - filter_join = PHSDT <= ASTDT & ASTDT <= PHEDT + by_vars = exprs(STUDYID, USUBJID), + filter_join = PHSDT <= ASTDT & ASTDT <= PHEDT, + join_type = "all" ) ``` @@ -268,6 +274,7 @@ derive_vars_joined( by_vars = exprs(STUDYID, USUBJID), new_vars = exprs(APERIOD, TRTA), join_vars = exprs(APERSDT, APEREDT), + join_type = "all", filter_join = APERSDT <= ASTDT & ASTDT <= APEREDT ) ``` From 214c835b152e3e45a89a6333140b3387181d5dce Mon Sep 17 00:00:00 2001 From: cicdguy <26552821+cicdguy@users.noreply.github.com> Date: Tue, 7 Nov 2023 03:26:40 -0600 Subject: [PATCH 19/98] Refactor pipelines to get R version only once for downstream workflows (#2199) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit * Test no R version * Consolidate check templates into common pipeline * change admiralci ref * remove pharmaverseadam push --------- Co-authored-by: Daphné Grasselly <56442075+dgrassellyb@users.noreply.github.com> --- .github/workflows/common.yml | 44 +++++++++++++++++++++++++++------ .github/workflows/templates.yml | 16 ------------ 2 files changed, 37 insertions(+), 23 deletions(-) delete mode 100644 .github/workflows/templates.yml diff --git a/.github/workflows/common.yml b/.github/workflows/common.yml index 441a1a22bb..183e6b1037 100644 --- a/.github/workflows/common.yml +++ b/.github/workflows/common.yml @@ -33,31 +33,48 @@ concurrency: group: admiral-${{ github.event.pull_request.number || github.ref }} cancel-in-progress: true +env: + R_VERSION: "4.1" + jobs: + get_r_version: + name: Get R version + runs-on: ubuntu-latest + outputs: + r-version: ${{ steps.get_r_version.outputs.R_VERSION }} + steps: + - name: Get R Version for Downstream Container Jobs + id: get_r_version + run: echo "R_VERSION=$R_VERSION" >> $GITHUB_OUTPUT + shell: bash style: name: Code Style uses: pharmaverse/admiralci/.github/workflows/style.yml@main if: github.event_name == 'pull_request' + needs: get_r_version with: - r-version: "4.1" + r-version: "${{ needs.get_r_version.outputs.r-version }}" spellcheck: name: Spelling uses: pharmaverse/admiralci/.github/workflows/spellcheck.yml@main if: github.event_name == 'pull_request' + needs: get_r_version with: - r-version: "4.1" + r-version: "${{ needs.get_r_version.outputs.r-version }}" readme: name: Render README uses: pharmaverse/admiralci/.github/workflows/readme-render.yml@main if: github.event_name == 'push' + needs: get_r_version with: - r-version: "4.1" + r-version: "${{ needs.get_r_version.outputs.r-version }}" validation: name: Validation uses: pharmaverse/admiralci/.github/workflows/r-pkg-validation.yml@main if: github.event_name == 'release' + needs: get_r_version with: - r-version: "4.1" + r-version: "${{ needs.get_r_version.outputs.r-version }}" check: name: Check uses: pharmaverse/admiralci/.github/workflows/r-cmd-check.yml@main @@ -68,6 +85,7 @@ jobs: name: Documentation uses: pharmaverse/admiralci/.github/workflows/pkgdown.yml@main if: github.event_name == 'push' || startsWith(github.ref, 'refs/tags/v') + needs: get_r_version with: r-version: "4.3" skip-multiversion-docs: true @@ -76,9 +94,10 @@ jobs: linter: name: Lint uses: pharmaverse/admiralci/.github/workflows/lintr.yml@main + needs: get_r_version if: github.event_name == 'pull_request' with: - r-version: "4.1" + r-version: "${{ needs.get_r_version.outputs.r-version }}" links: name: Links uses: pharmaverse/admiralci/.github/workflows/links.yml@main @@ -88,8 +107,9 @@ jobs: uses: pharmaverse/admiralci/.github/workflows/code-coverage.yml@main if: > github.event_name != 'release' + needs: get_r_version with: - r-version: "4.1" + r-version: "${{ needs.get_r_version.outputs.r-version }}" # Whether to skip code coverage badge creation # Setting to 'false' will require you to create # an orphan branch called 'badges' in your repository @@ -98,5 +118,15 @@ jobs: name: Man Pages uses: pharmaverse/admiralci/.github/workflows/man-pages.yml@main if: github.event_name == 'pull_request' + needs: get_r_version + with: + r-version: "${{ needs.get_r_version.outputs.r-version }}" + templates: + name: Check Templates + uses: pharmaverse/admiralci/.github/workflows/check-templates.yml@main + secrets: inherit + if: github.event_name == 'pull_request' || github.event_name == 'workflow_dispatch' + needs: get_r_version with: - r-version: "4.1" + r-version: "${{ needs.get_r_version.outputs.r-version }}" + push-templates-data: false diff --git a/.github/workflows/templates.yml b/.github/workflows/templates.yml deleted file mode 100644 index bffbd9f062..0000000000 --- a/.github/workflows/templates.yml +++ /dev/null @@ -1,16 +0,0 @@ -name: Check Templates - -on: - workflow_dispatch: - pull_request: - branches: - - main - - devel - -jobs: - templates: - name: Check Templates - uses: pharmaverse/admiralci/.github/workflows/check-templates.yml@main - secrets: inherit - with: - r-version: "4.1" From 708d2322f942b19ce8e7f8a40cbf1e3f4d12b81c Mon Sep 17 00:00:00 2001 From: Zelos Zhu Date: Tue, 7 Nov 2023 07:17:46 -0800 Subject: [PATCH 20/98] Closes #2184 `check _keys` renaming scheme (#2200) * feat: #2184 rename check_keys * chore: #2184 cleanup news * code typo * styler/lintr * feat: #2184 add appropriate deprecation test --------- Co-authored-by: Zelos Zhu Co-authored-by: Ben Straub --- NEWS.md | 2 ++ R/consolidate_metadata.R | 32 +++++++++++++++++--- man/consolidate_metadata.Rd | 13 ++++++++- tests/testthat/test-consolidate_metadata.R | 34 ++++++++++++++++++++-- 4 files changed, 74 insertions(+), 7 deletions(-) diff --git a/NEWS.md b/NEWS.md index 9f89acb292..aa9fb1f807 100644 --- a/NEWS.md +++ b/NEWS.md @@ -54,6 +54,8 @@ for the event number, which can be used in `order`. (#2140) - The default value for the `false_value` argument in `derive_extreme_records()` was changed to `NA_character_` (#2125) +- For the function `consolidate_metadata()`, the argument `check_keys` was renamed to `check_type` to align with other functions (#2184) + - In `filter_joined()` and `derive_var_joined_exist_flag()` (#2126) - the `first_cond` argument was deprecated in favor of `first_cond_upper` and - the `filter` argument was deprecated in favor of `filter_join`. diff --git a/R/consolidate_metadata.R b/R/consolidate_metadata.R index 4432dcb4b2..336ae763f7 100644 --- a/R/consolidate_metadata.R +++ b/R/consolidate_metadata.R @@ -30,12 +30,21 @@ #' #' @param check_keys Check keys? #' +#' `r lifecycle::badge("deprecated")` Please use `check_type` instead. +#' #' If `"warning"` or `"error"` is specified, a message is issued if the key #' variables (`key_vars`) are not a unique key in all of the input datasets #' (`datasets`). #' #' *Permitted Values*: `"none"`, `"warning"`, `"error"` #' +#' @param check_type Check uniqueness? +#' +#' If `"warning"` or `"error"` is specified, a message is issued if the key +#' variables (`key_vars`) are not a unique key in all of the input datasets +#' (`datasets`). +#' +#' *Permitted Values*: `"none"`, `"warning"`, `"error"` #' #' @details All observations of the input datasets are put together into a #' single dataset. If a by group (defined by `key_vars`) exists in more than @@ -80,7 +89,8 @@ consolidate_metadata <- function(datasets, key_vars, source_var = SOURCE, check_vars = "warning", - check_keys = "error") { + check_keys, + check_type = "error") { assert_list_of(datasets, class = "data.frame", named = TRUE) assert_vars(key_vars) source_var <- assert_symbol(enexpr(source_var)) @@ -90,9 +100,23 @@ consolidate_metadata <- function(datasets, values = c("none", "message", "warning", "error"), case_sensitive = FALSE ) - check_keys <- + if (!is_missing(check_keys)) { + deprecate_warn( + "1.0.0", + "consolidate_metadata(check_keys = )", + "consolidate_metadata(check_type = )" + ) + check_type <- + assert_character_scalar( + check_keys, + values = c("none", "warning", "error"), + case_sensitive = FALSE, + optional = TRUE + ) + } + check_type <- assert_character_scalar( - check_keys, + check_type, values = c("none", "warning", "error"), case_sensitive = FALSE ) @@ -118,7 +142,7 @@ consolidate_metadata <- function(datasets, by_vars = key_vars, order = exprs(!!tmp_source_ord), mode = "last", - check_type = check_keys + check_type = check_type ) %>% remove_tmp_vars() } diff --git a/man/consolidate_metadata.Rd b/man/consolidate_metadata.Rd index 76a6ddd1b8..e4695a0947 100644 --- a/man/consolidate_metadata.Rd +++ b/man/consolidate_metadata.Rd @@ -9,7 +9,8 @@ consolidate_metadata( key_vars, source_var = SOURCE, check_vars = "warning", - check_keys = "error" + check_keys, + check_type = "error" ) } \arguments{ @@ -39,6 +40,16 @@ if the variable names differ across the input datasets (\code{datasets}). \item{check_keys}{Check keys? +\ifelse{html}{\href{https://lifecycle.r-lib.org/articles/stages.html#deprecated}{\figure{lifecycle-deprecated.svg}{options: alt='[Deprecated]'}}}{\strong{[Deprecated]}} Please use \code{check_type} instead. + +If \code{"warning"} or \code{"error"} is specified, a message is issued if the key +variables (\code{key_vars}) are not a unique key in all of the input datasets +(\code{datasets}). + +\emph{Permitted Values}: \code{"none"}, \code{"warning"}, \code{"error"}} + +\item{check_type}{Check uniqueness? + If \code{"warning"} or \code{"error"} is specified, a message is issued if the key variables (\code{key_vars}) are not a unique key in all of the input datasets (\code{datasets}). diff --git a/tests/testthat/test-consolidate_metadata.R b/tests/testthat/test-consolidate_metadata.R index 09c92ef0c1..18bbe122a9 100644 --- a/tests/testthat/test-consolidate_metadata.R +++ b/tests/testthat/test-consolidate_metadata.R @@ -60,8 +60,38 @@ test_that("consolidate_metadata Test 2: error if key vars are not unique", { ) }) -## Test 3: warn if variables differ ---- -test_that("consolidate_metadata Test 3: warn if variables differ", { + +## Test 3: check_keys deprecation test ---- +test_that("consolidate_metadata Test 3: check_keys deprecation test", { + glob <- tibble::tribble( + ~id, ~val, + 1, "glob_val_1a", + 1, "glob_val_1b", + 2, "glob_val_2" + ) + stud <- tibble::tribble( + ~id, ~val, + 3, "stud_val_3" + ) + + expect_warning( + try( + consolidate_metadata( + datasets = list( + global = glob, + study = stud + ), + key_vars = exprs(id), + check_keys = "error" + ), + silent = TRUE + ), + class = "lifecycle_warning_deprecated" + ) +}) + +## Test 4: warn if variables differ ---- +test_that("consolidate_metadata Test 4: warn if variables differ", { glob <- tibble::tribble( ~id, ~val, 1, "glob_val_1", From 205e0d16075f7eedd9ef2dd2cc0eb1fc23059456 Mon Sep 17 00:00:00 2001 From: Zelos Zhu Date: Thu, 9 Nov 2023 06:14:49 -0800 Subject: [PATCH 21/98] Closes #2142 Supersede `get_summary_records()` and enhance `derive_summary_records()` (#2158) * feat: #2142 intiial superseding step * rough draft without missing_values implementation * rough draft of new enhancement * feat: #2142 get a good clean slate * feat: #2142 working enhanced function * feat: #2142 add appropriate test suite * feat: #2142 run styler, lintr, add news and roxygen documentation * chore: #2142 spelling/grammar * chore: #2142 fix test * should we inform superseded * retain deprecated arguments to pass cicd * chore: #2142 add remotes for admiraldev for proper branching strategy * min dev versioning * Update DESCRIPTION * chore: #2142 address feedback * upversion our description page to match current version up on github * docs: little note for running website versions * feat: #2142 rename filter to filter_add * Update R/derive_summary_records.R Co-authored-by: Ben Straub * feat: #2142 get checks appropriately running * roxygen stuff and vignettes * chore: #2142 roxygen stuff * get past check-templates * finally get past templates * feat: #2142 clear up missing_values usage * chore: #2142 rename filter to filter_add internally in codebase too * chore: #2142 adopt and address all other feedback * missed a renaming * feat: #2142 remove extra fluff for missing values * update news blurb * chore: #2142 update documentation based on feedback --------- Co-authored-by: Zelos Zhu Co-authored-by: Daniel Sjoberg Co-authored-by: Jerry Johnson Co-authored-by: Ben Straub --- DESCRIPTION | 3 +- NEWS.md | 7 + R/derive_param_exposure.R | 70 ++++++++-- R/derive_summary_records.R | 132 ++++++++++++++++--- R/get_summary_records.R | 12 +- inst/templates/ad_adeg.R | 3 +- inst/templates/ad_adex.R | 4 +- inst/templates/ad_advs.R | 3 +- man/derive_extreme_event.Rd | 3 +- man/derive_extreme_records.Rd | 3 +- man/derive_param_exposure.Rd | 50 +++++-- man/derive_param_extreme_record.Rd | 4 + man/derive_summary_records.Rd | 56 +++++++- man/derive_var_extreme_flag.Rd | 3 +- man/derive_var_joined_exist_flag.Rd | 3 +- man/derive_var_merged_exist_flag.Rd | 3 +- man/derive_var_merged_summary.Rd | 3 +- man/derive_var_obs_number.Rd | 3 +- man/derive_var_relative_flag.Rd | 3 +- man/derive_vars_joined.Rd | 3 +- man/derive_vars_merged.Rd | 3 +- man/derive_vars_merged_lookup.Rd | 3 +- man/derive_vars_transposed.Rd | 3 +- man/get_summary_records.Rd | 24 ++-- tests/testthat/test-call_derivation.R | 12 +- tests/testthat/test-compute_scale.R | 3 +- tests/testthat/test-derive_param_exposure.R | 10 ++ tests/testthat/test-derive_summary_records.R | 93 ++++++++++++- vignettes/articles/website-versions.Rmd | 1 + vignettes/bds_exposure.Rmd | 2 + vignettes/bds_finding.Rmd | 3 +- vignettes/questionnaires.Rmd | 15 ++- 32 files changed, 439 insertions(+), 104 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index d11ce3f552..a619323ceb 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -38,8 +38,9 @@ LazyData: true Roxygen: list(markdown = TRUE) RoxygenNote: 7.2.3 Depends: R (>= 4.0) +Remotes: pharmaverse/admiraldev Imports: - admiraldev (>= 0.4.0), + admiraldev (>= 0.5.0.9000), dplyr (>= 0.8.4), hms (>= 0.5.3), lifecycle (>= 0.1.0), diff --git a/NEWS.md b/NEWS.md index aa9fb1f807..63e964f32b 100644 --- a/NEWS.md +++ b/NEWS.md @@ -17,6 +17,10 @@ character vector (`'--DTC'`), was imputed. (#2146) were enhanced such that more than one summary variable can be derived, e.g., `AVAL` as the sum and `ADT` as the maximum of the contributing records. (#1792) +- `derive_summary_records()` was enhanced with the following optional arguments: `dataset_add`, `dataset_ref`, `missing_values`. These arguments respectively, generate summary variables from additional datasets, retain/add specific records from a reference dataset, and impute user-defined missing values. `derive_param_exposure()` was enhanced with `dataset_add` as well. (#2142) + +- The argument `dataset` is now optional for `derive_summary_records()` and `derive_param_exposure()`. (#2142) + - The "joined" functions (`derive_vars_joined()`, `derive_var_joined_exist_flag()`, `filter_joined()`, and `event_joined()`) were unified: (#2126) - The `dataset_add` and `filter_add` arguments were added to @@ -37,6 +41,7 @@ were enhanced such that more than one summary variable can be derived, e.g., allow more control of the selection of records. It creates a temporary variable for the event number, which can be used in `order`. (#2140) + ## Breaking Changes - `derive_extreme_records()` the `dataset_add` argument is now mandatory. (#2139) @@ -45,6 +50,8 @@ for the event number, which can be used in `order`. (#2140) `analysis_var` and `summary_fun` were deprecated in favor of `set_values_to`. (#1792) +- In `derive_summary_records()` and `derive_param_exposure()` the argument `filter` was renamed to `filter_add` (#2142) + - In `derive_var_merged_summary()` the arguments `new_var`, `analysis_var`, and `summary_fun` were deprecated in favor of `new_vars`. (#1792) diff --git a/R/derive_param_exposure.R b/R/derive_param_exposure.R index 3c0e81c6b3..8430aa7d89 100644 --- a/R/derive_param_exposure.R +++ b/R/derive_param_exposure.R @@ -4,17 +4,43 @@ #' start (`ASTDT(M)`)and end date (`AENDT(M)`) as the minimum and maximum date by `by_vars`. #' #' @param dataset -#' `r roxygen_param_dataset(expected_vars = c("by_vars", "analysis_var"))` -#' `PARAMCD` is expected as well, -#' + Either `ASTDTM` and `AENDTM` or `ASTDT` and `AENDT` are also expected. +#' `r roxygen_param_dataset(expected_vars = c("by_vars"))` #' -#' @param filter Filter condition +#' @param dataset_add Additional dataset #' -#' The specified condition is applied to the input dataset before deriving the -#' new parameter, i.e., only observations fulfilling the condition are taken -#' into account. +#' The variables specified for `by_vars`, `analysis_var`, `PARAMCD`, +#' alongside either `ASTDTM` and `AENDTM` or `ASTDT` and `AENDT` are also expected. +#' Observations from the specified dataset are going to be used to calculate and added +#' as new records to the input dataset (`dataset`). #' -#' *Permitted Values:* a condition +#' +#' @param filter +#' +#' `r lifecycle::badge("deprecated")` Please use `filter_add` instead. +#' +#' Filter condition as logical expression to apply during +#' summary calculation. By default, filtering expressions are computed within +#' `by_vars` as this will help when an aggregating, lagging, or ranking +#' function is involved. +#' +#' For example, +#' +#' + `filter = (AVAL > mean(AVAL, na.rm = TRUE))` will filter all `AVAL` +#' values greater than mean of `AVAL` with in `by_vars`. +#' + `filter = (dplyr::n() > 2)` will filter n count of `by_vars` greater +#' than 2. +#' +#' @param filter_add Filter condition as logical expression to apply during +#' summary calculation. By default, filtering expressions are computed within +#' `by_vars` as this will help when an aggregating, lagging, or ranking +#' function is involved. +#' +#' For example, +#' +#' + `filter_add = (AVAL > mean(AVAL, na.rm = TRUE))` will filter all `AVAL` +#' values greater than mean of `AVAL` with in `by_vars`. +#' + `filter_add = (dplyr::n() > 2)` will filter n count of `by_vars` greater +#' than 2. #' #' @param input_code Required parameter code #' @@ -95,6 +121,7 @@ #' # Cumulative dose #' adex %>% #' derive_param_exposure( +#' dataset_add = adex, #' by_vars = exprs(USUBJID), #' set_values_to = exprs(PARAMCD = "TDOSE", PARCAT1 = "OVERALL"), #' input_code = "DOSE", @@ -106,6 +133,7 @@ #' # average dose in w2-24 #' adex %>% #' derive_param_exposure( +#' dataset_add = adex, #' by_vars = exprs(USUBJID), #' filter = VISIT %in% c("WEEK 2", "WEEK 24"), #' set_values_to = exprs(PARAMCD = "AVDW224", PARCAT1 = "WEEK2-24"), @@ -118,6 +146,7 @@ #' # Any dose adjustment? #' adex %>% #' derive_param_exposure( +#' dataset_add = adex, #' by_vars = exprs(USUBJID), #' set_values_to = exprs(PARAMCD = "TADJ", PARCAT1 = "OVERALL"), #' input_code = "ADJ", @@ -125,12 +154,14 @@ #' summary_fun = function(x) if_else(sum(!is.na(x)) > 0, "Y", NA_character_) #' ) %>% #' select(-ASTDTM, -AENDTM) -derive_param_exposure <- function(dataset, +derive_param_exposure <- function(dataset = NULL, + dataset_add, by_vars, input_code, analysis_var, summary_fun, filter = NULL, + filter_add = NULL, set_values_to = NULL) { by_vars <- assert_vars(by_vars) analysis_var <- assert_symbol(enexpr(analysis_var)) @@ -155,10 +186,20 @@ derive_param_exposure <- function(dataset, ) } - assert_data_frame(dataset, + assert_data_frame(dataset, required_vars = by_vars, optional = TRUE) + assert_data_frame(dataset_add, required_vars = expr_c(by_vars, analysis_var, exprs(PARAMCD), dates) ) - filter <- assert_filter_cond(enexpr(filter), optional = TRUE) + + if (!missing(filter)) { + deprecate_warn( + "1.0.0", + I("derive_param_exposure(filter = )"), + "derive_param_exposure(filter_add = )" + ) + filter_add <- assert_filter_cond(enexpr(filter), optional = TRUE) + } + filter_add <- assert_filter_cond(enexpr(filter_add), optional = TRUE) assert_varval_list(set_values_to, required_elements = "PARAMCD") assert_param_does_not_exist(dataset, set_values_to$PARAMCD) assert_character_scalar(input_code) @@ -166,14 +207,15 @@ derive_param_exposure <- function(dataset, assert_character_vector(input_code, values = params_available) assert_s3_class(summary_fun, "function") - if (is.null(filter)) { - filter <- TRUE + if (is.null(filter_add)) { + filter_add <- TRUE } derive_summary_records( dataset, + dataset_add, by_vars = by_vars, - filter = PARAMCD == !!input_code & !!filter, + filter_add = PARAMCD == !!input_code & !!filter_add, set_values_to = exprs( !!analysis_var := {{ summary_fun }}(!!analysis_var), !!!set_dtm, diff --git a/R/derive_summary_records.R b/R/derive_summary_records.R index ced3a0093e..77e8a7d8a9 100644 --- a/R/derive_summary_records.R +++ b/R/derive_summary_records.R @@ -11,13 +11,29 @@ #' retain those common values in the newly derived records. Otherwise new value #' will be set to `NA`. #' -#' @param dataset `r roxygen_param_dataset(expected_vars = c("by_vars", "analysis_var"))` +#' @param dataset `r roxygen_param_dataset(expected_vars = c("by_vars"))` +#' +#' @param dataset_add Additional dataset +#' +#' The variables specified for `by_vars` are expected. +#' Observations from the specified dataset are going to be used to calculate and added +#' as new records to the input dataset (`dataset`). +#' +#' @param dataset_ref Reference dataset +#' +#' The variables specified for `by_vars` are expected. For each +#' observation of the specified dataset a new observation is added to the +#' input dataset. #' #' @param by_vars Variables to consider for generation of groupwise summary #' records. Providing the names of variables in [exprs()] will create a #' groupwise summary and generate summary records for the specified groups. #' -#' @param filter Filter condition as logical expression to apply during +#' @param filter +#' +#' `r lifecycle::badge("deprecated")` Please use `filter_add` instead. +#' +#' Filter condition as logical expression to apply during #' summary calculation. By default, filtering expressions are computed within #' `by_vars` as this will help when an aggregating, lagging, or ranking #' function is involved. @@ -29,6 +45,46 @@ #' + `filter = (dplyr::n() > 2)` will filter n count of `by_vars` greater #' than 2. #' +#' @param filter_add Filter condition as logical expression to apply during +#' summary calculation. By default, filtering expressions are computed within +#' `by_vars` as this will help when an aggregating, lagging, or ranking +#' function is involved. +#' +#' For example, +#' +#' + `filter_add = (AVAL > mean(AVAL, na.rm = TRUE))` will filter all `AVAL` +#' values greater than mean of `AVAL` with in `by_vars`. +#' + `filter_add = (dplyr::n() > 2)` will filter n count of `by_vars` greater +#' than 2. +#' +#' @param set_values_to Variables to be set +#' +#' The specified variables are set to the specified values for the new +#' observations. +#' +#' Set a list of variables to some specified value for the new records +#' + LHS refer to a variable. +#' + RHS refers to the values to set to the variable. This can be a string, a +#' symbol, a numeric value, an expression or NA. If summary functions are +#' used, the values are summarized by the variables specified for `by_vars`. +#' +#' For example: +#' ``` +#' set_values_to = exprs( +#' AVAL = sum(AVAL), +#' DTYPE = "AVERAGE", +#' ) +#' ``` +#' +#' @param missing_values Values for missing summary values +#' +#' For observations of the reference dataset (`dataset_ref`) which do not have a +#' complete mapping defined by the summarization defined in `set_values_to`. Only variables +#' specified for `set_values_to` can be specified for `missing_values`. +#' +#' *Permitted Values*: named list of expressions, e.g., +#' `exprs(AVAL = -9999)` +#' #' @inheritParams get_summary_records #' #' @return A data frame with derived records appended to original dataset. @@ -72,6 +128,7 @@ #' # Summarize the average of the triplicate ECG interval values (AVAL) #' derive_summary_records( #' adeg, +#' dataset_add = adeg, #' by_vars = exprs(USUBJID, PARAM, AVISIT), #' set_values_to = exprs( #' AVAL = mean(AVAL, na.rm = TRUE), @@ -83,6 +140,7 @@ #' # Derive more than one summary variable #' derive_summary_records( #' adeg, +#' dataset_add = adeg, #' by_vars = exprs(USUBJID, PARAM, AVISIT), #' set_values_to = exprs( #' AVAL = mean(AVAL), @@ -116,27 +174,36 @@ #' # by group #' derive_summary_records( #' adeg, +#' dataset_add = adeg, #' by_vars = exprs(USUBJID, PARAM, AVISIT), -#' filter = n() > 2, +#' filter_add = n() > 2, #' set_values_to = exprs( #' AVAL = mean(AVAL, na.rm = TRUE), #' DTYPE = "AVERAGE" #' ) #' ) %>% #' arrange(USUBJID, AVISIT) -derive_summary_records <- function(dataset, +derive_summary_records <- function(dataset = NULL, + dataset_add, + dataset_ref = NULL, by_vars, filter = NULL, + filter_add = NULL, analysis_var, summary_fun, - set_values_to) { + set_values_to, + missing_values = NULL) { assert_vars(by_vars) - filter <- assert_filter_cond(enexpr(filter), optional = TRUE) + assert_data_frame(dataset, required_vars = by_vars, optional = TRUE) + assert_data_frame(dataset_add, required_vars = by_vars) assert_data_frame( - dataset, - required_vars = by_vars + dataset_ref, + required_vars = by_vars, + optional = TRUE ) + assert_varval_list(set_values_to) + assert_expr_list(missing_values, named = TRUE, optional = TRUE) if (!missing(analysis_var) || !missing(summary_fun)) { deprecate_warn( @@ -149,14 +216,47 @@ derive_summary_records <- function(dataset, set_values_to <- exprs(!!analysis_var := {{ summary_fun }}(!!analysis_var), !!!set_values_to) } - # Summarise the analysis value and bind to the original dataset - bind_rows( - dataset, - get_summary_records( - dataset, - by_vars = by_vars, - filter = !!filter, - set_values_to = set_values_to + if (!missing(filter)) { + deprecate_warn( + "1.0.0", + I("derive_summary_records(filter = )"), + "derive_summary_records(filter_add = )" ) + filter_add <- assert_filter_cond(enexpr(filter), optional = TRUE) + } + filter_add <- assert_filter_cond(enexpr(filter_add), optional = TRUE) + + summary_records <- dataset_add %>% + group_by(!!!by_vars) %>% + filter_if(filter_add) %>% + summarise(!!!set_values_to) %>% + ungroup() + + df_return <- bind_rows( + dataset, + summary_records ) + + if (!is.null(dataset_ref)) { + add_vars <- colnames(dataset_add) + ref_vars <- colnames(dataset_ref) + + new_ref_obs <- anti_join( + select(dataset_ref, intersect(add_vars, ref_vars)), + select(summary_records, !!!by_vars), + by = map_chr(by_vars, as_name) + ) + + if (!is.null(missing_values)) { + new_ref_obs <- new_ref_obs %>% + mutate(!!!missing_values) + } + + df_return <- bind_rows( + df_return, + new_ref_obs + ) + } + + df_return } diff --git a/R/get_summary_records.R b/R/get_summary_records.R index c911a4afe7..e859be443b 100644 --- a/R/get_summary_records.R +++ b/R/get_summary_records.R @@ -1,6 +1,12 @@ #' Create Summary Records #' #' @description +#' +#' `r lifecycle::badge("superseded")` +#' +#' Development on `get_summary_records()` is complete, and for new code we recommend +#' switching to using the `dataset_add` argument in `derive_summary_records()`. +#' #' It is not uncommon to have an analysis need whereby one needs to derive an #' analysis value (`AVAL`) from multiple records. The ADaM basic dataset #' structure variable `DTYPE` is available to indicate when a new derived @@ -64,9 +70,9 @@ #' #' @return A data frame of derived records. #' -#' @family der_gen +#' @family superseded #' -#' @keywords der_gen +#' @keywords superseded #' #' @seealso [derive_summary_records()], [derive_var_merged_summary()] #' @@ -154,7 +160,7 @@ get_summary_records <- function(dataset, filter = NULL, analysis_var, summary_fun, - set_values_to) { + set_values_to = NULL) { assert_vars(by_vars) filter <- assert_filter_cond(enexpr(filter), optional = TRUE) assert_data_frame( diff --git a/inst/templates/ad_adeg.R b/inst/templates/ad_adeg.R index 7df467df42..46abfac143 100644 --- a/inst/templates/ad_adeg.R +++ b/inst/templates/ad_adeg.R @@ -197,8 +197,9 @@ adeg <- adeg %>% # (if least 2 records available) for all parameter except EGINTP adeg <- adeg %>% derive_summary_records( + dataset_add = adeg, by_vars = exprs(STUDYID, USUBJID, !!!adsl_vars, PARAMCD, AVISITN, AVISIT, ADT), - filter = dplyr::n() >= 2 & PARAMCD != "EGINTP", + filter_add = dplyr::n() >= 2 & PARAMCD != "EGINTP", set_values_to = exprs( AVAL = mean(AVAL, na.rm = TRUE), DTYPE = "AVERAGE" diff --git a/inst/templates/ad_adex.R b/inst/templates/ad_adex.R index d64e0df635..a9b84b6e5b 100644 --- a/inst/templates/ad_adex.R +++ b/inst/templates/ad_adex.R @@ -148,6 +148,7 @@ adex <- adex %>% summary_fun = function(x) if_else(sum(!is.na(x)) > 0, "Y", NA_character_) ) ), + dataset_add = adex, by_vars = exprs(STUDYID, USUBJID, !!!adsl_vars) ) %>% # W2-W24 exposure @@ -185,7 +186,8 @@ adex <- adex %>% summary_fun = function(x) if_else(sum(!is.na(x)) > 0, "Y", NA_character_) ) ), - filter = VISIT %in% c("WEEK 2", "WEEK 24"), + dataset_add = adex, + filter_add = VISIT %in% c("WEEK 2", "WEEK 24"), by_vars = exprs(STUDYID, USUBJID, !!!adsl_vars) ) %>% # Overall Dose intensity and W2-24 dose intensity diff --git a/inst/templates/ad_advs.R b/inst/templates/ad_advs.R index af0b41b3c2..8cb14d7470 100644 --- a/inst/templates/ad_advs.R +++ b/inst/templates/ad_advs.R @@ -156,8 +156,9 @@ advs <- advs %>% ## Derive a new record as a summary record (e.g. mean of the triplicates at each time point) ---- advs <- advs %>% derive_summary_records( + dataset_add = advs, by_vars = exprs(STUDYID, USUBJID, !!!adsl_vars, PARAMCD, AVISITN, AVISIT, ADT, ADY), - filter = !is.na(AVAL), + filter_add = !is.na(AVAL), set_values_to = exprs( AVAL = mean(AVAL), DTYPE = "AVERAGE" diff --git a/man/derive_extreme_event.Rd b/man/derive_extreme_event.Rd index 17204edfad..e211c06d28 100644 --- a/man/derive_extreme_event.Rd +++ b/man/derive_extreme_event.Rd @@ -114,8 +114,7 @@ For example: \if{html}{\out{
}}\preformatted{ set_values_to = exprs( AVAL = sum(AVAL), - PARAMCD = "TDOSE", - PARCAT1 = "OVERALL" + DTYPE = "AVERAGE", ) }\if{html}{\out{
}}} diff --git a/man/derive_extreme_records.Rd b/man/derive_extreme_records.Rd index 69aa892b3f..036797a98f 100644 --- a/man/derive_extreme_records.Rd +++ b/man/derive_extreme_records.Rd @@ -119,8 +119,7 @@ For example: \if{html}{\out{
}}\preformatted{ set_values_to = exprs( AVAL = sum(AVAL), - PARAMCD = "TDOSE", - PARCAT1 = "OVERALL" + DTYPE = "AVERAGE", ) }\if{html}{\out{
}}} } diff --git a/man/derive_param_exposure.Rd b/man/derive_param_exposure.Rd index e54fd5704d..cea65120e1 100644 --- a/man/derive_param_exposure.Rd +++ b/man/derive_param_exposure.Rd @@ -5,23 +5,28 @@ \title{Add an Aggregated Parameter and Derive the Associated Start and End Dates} \usage{ derive_param_exposure( - dataset, + dataset = NULL, + dataset_add, by_vars, input_code, analysis_var, summary_fun, filter = NULL, + filter_add = NULL, set_values_to = NULL ) } \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{by_vars} and \code{analysis_var} argument(s) to be expected. -\code{PARAMCD} is expected as well, -\itemize{ -\item Either \code{ASTDTM} and \code{AENDTM} or \code{ASTDT} and \code{AENDT} are also expected. -}} +The variables specified by the \code{by_vars} argument(s) to be expected.} + +\item{dataset_add}{Additional dataset + +The variables specified for \code{by_vars}, \code{analysis_var}, \code{PARAMCD}, +alongside either \code{ASTDTM} and \code{AENDTM} or \code{ASTDT} and \code{AENDT} are also expected. +Observations from the specified dataset are going to be used to calculate and added +as new records to the input dataset (\code{dataset}).} \item{by_vars}{Grouping variables @@ -45,13 +50,33 @@ performs the calculation. This can include built-in functions as well as user defined functions, for example \code{mean} or \code{function(x) mean(x, na.rm = TRUE)}.} -\item{filter}{Filter condition +\item{filter}{\ifelse{html}{\href{https://lifecycle.r-lib.org/articles/stages.html#deprecated}{\figure{lifecycle-deprecated.svg}{options: alt='[Deprecated]'}}}{\strong{[Deprecated]}} Please use \code{filter_add} instead. + +Filter condition as logical expression to apply during +summary calculation. By default, filtering expressions are computed within +\code{by_vars} as this will help when an aggregating, lagging, or ranking +function is involved. -The specified condition is applied to the input dataset before deriving the -new parameter, i.e., only observations fulfilling the condition are taken -into account. +For example, +\itemize{ +\item \code{filter = (AVAL > mean(AVAL, na.rm = TRUE))} will filter all \code{AVAL} +values greater than mean of \code{AVAL} with in \code{by_vars}. +\item \code{filter = (dplyr::n() > 2)} will filter n count of \code{by_vars} greater +than 2. +}} + +\item{filter_add}{Filter condition as logical expression to apply during +summary calculation. By default, filtering expressions are computed within +\code{by_vars} as this will help when an aggregating, lagging, or ranking +function is involved. -\emph{Permitted Values:} a condition} +For example, +\itemize{ +\item \code{filter_add = (AVAL > mean(AVAL, na.rm = TRUE))} will filter all \code{AVAL} +values greater than mean of \code{AVAL} with in \code{by_vars}. +\item \code{filter_add = (dplyr::n() > 2)} will filter n count of \code{by_vars} greater +than 2. +}} \item{set_values_to}{Variable-value pairs @@ -117,6 +142,7 @@ adex <- tribble( # Cumulative dose adex \%>\% derive_param_exposure( + dataset_add = adex, by_vars = exprs(USUBJID), set_values_to = exprs(PARAMCD = "TDOSE", PARCAT1 = "OVERALL"), input_code = "DOSE", @@ -128,6 +154,7 @@ adex \%>\% # average dose in w2-24 adex \%>\% derive_param_exposure( + dataset_add = adex, by_vars = exprs(USUBJID), filter = VISIT \%in\% c("WEEK 2", "WEEK 24"), set_values_to = exprs(PARAMCD = "AVDW224", PARCAT1 = "WEEK2-24"), @@ -140,6 +167,7 @@ adex \%>\% # Any dose adjustment? adex \%>\% derive_param_exposure( + dataset_add = adex, by_vars = exprs(USUBJID), set_values_to = exprs(PARAMCD = "TADJ", PARCAT1 = "OVERALL"), input_code = "ADJ", diff --git a/man/derive_param_extreme_record.Rd b/man/derive_param_extreme_record.Rd index 3b68ae01d2..35739e25cf 100644 --- a/man/derive_param_extreme_record.Rd +++ b/man/derive_param_extreme_record.Rd @@ -141,5 +141,9 @@ derive_param_extreme_record( ) ) } +\seealso{ +Other superseded: +\code{\link{get_summary_records}()} +} \concept{superseded} \keyword{superseded} diff --git a/man/derive_summary_records.Rd b/man/derive_summary_records.Rd index d706207c86..793a2a2c5b 100644 --- a/man/derive_summary_records.Rd +++ b/man/derive_summary_records.Rd @@ -5,24 +5,42 @@ \title{Add New Records Within By Groups Using Aggregation Functions} \usage{ derive_summary_records( - dataset, + dataset = NULL, + dataset_add, + dataset_ref = NULL, by_vars, filter = NULL, + filter_add = NULL, analysis_var, summary_fun, - set_values_to + set_values_to, + missing_values = NULL ) } \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{by_vars} and \code{analysis_var} argument(s) to be expected.} +The variables specified by the \code{by_vars} argument(s) to be expected.} + +\item{dataset_add}{Additional dataset + +The variables specified for \code{by_vars} are expected. +Observations from the specified dataset are going to be used to calculate and added +as new records to the input dataset (\code{dataset}).} + +\item{dataset_ref}{Reference dataset + +The variables specified for \code{by_vars} are expected. For each +observation of the specified dataset a new observation is added to the +input dataset.} \item{by_vars}{Variables to consider for generation of groupwise summary records. Providing the names of variables in \code{\link[=exprs]{exprs()}} will create a groupwise summary and generate summary records for the specified groups.} -\item{filter}{Filter condition as logical expression to apply during +\item{filter}{\ifelse{html}{\href{https://lifecycle.r-lib.org/articles/stages.html#deprecated}{\figure{lifecycle-deprecated.svg}{options: alt='[Deprecated]'}}}{\strong{[Deprecated]}} Please use \code{filter_add} instead. + +Filter condition as logical expression to apply during summary calculation. By default, filtering expressions are computed within \code{by_vars} as this will help when an aggregating, lagging, or ranking function is involved. @@ -35,6 +53,19 @@ values greater than mean of \code{AVAL} with in \code{by_vars}. than 2. }} +\item{filter_add}{Filter condition as logical expression to apply during +summary calculation. By default, filtering expressions are computed within +\code{by_vars} as this will help when an aggregating, lagging, or ranking +function is involved. + +For example, +\itemize{ +\item \code{filter_add = (AVAL > mean(AVAL, na.rm = TRUE))} will filter all \code{AVAL} +values greater than mean of \code{AVAL} with in \code{by_vars}. +\item \code{filter_add = (dplyr::n() > 2)} will filter n count of \code{by_vars} greater +than 2. +}} + \item{analysis_var}{Analysis variable. \ifelse{html}{\href{https://lifecycle.r-lib.org/articles/stages.html#deprecated}{\figure{lifecycle-deprecated.svg}{options: alt='[Deprecated]'}}}{\strong{[Deprecated]}} Please use \code{set_values_to} instead.} @@ -64,10 +95,18 @@ For example: \if{html}{\out{
}}\preformatted{ set_values_to = exprs( AVAL = sum(AVAL), - PARAMCD = "TDOSE", - PARCAT1 = "OVERALL" + DTYPE = "AVERAGE", ) }\if{html}{\out{
}}} + +\item{missing_values}{Values for missing summary values + +For observations of the reference dataset (\code{dataset_ref}) which do not have a +complete mapping defined by the summarization defined in \code{set_values_to}. Only variables +specified for \code{set_values_to} can be specified for \code{missing_values}. + +\emph{Permitted Values}: named list of expressions, e.g., +\code{exprs(AVAL = -9999)}} } \value{ A data frame with derived records appended to original dataset. @@ -115,6 +154,7 @@ adeg <- tribble( # Summarize the average of the triplicate ECG interval values (AVAL) derive_summary_records( adeg, + dataset_add = adeg, by_vars = exprs(USUBJID, PARAM, AVISIT), set_values_to = exprs( AVAL = mean(AVAL, na.rm = TRUE), @@ -126,6 +166,7 @@ derive_summary_records( # Derive more than one summary variable derive_summary_records( adeg, + dataset_add = adeg, by_vars = exprs(USUBJID, PARAM, AVISIT), set_values_to = exprs( AVAL = mean(AVAL), @@ -159,8 +200,9 @@ adeg <- tribble( # by group derive_summary_records( adeg, + dataset_add = adeg, by_vars = exprs(USUBJID, PARAM, AVISIT), - filter = n() > 2, + filter_add = n() > 2, set_values_to = exprs( AVAL = mean(AVAL, na.rm = TRUE), DTYPE = "AVERAGE" diff --git a/man/derive_var_extreme_flag.Rd b/man/derive_var_extreme_flag.Rd index 0375ef0309..05ea1d8359 100644 --- a/man/derive_var_extreme_flag.Rd +++ b/man/derive_var_extreme_flag.Rd @@ -267,8 +267,7 @@ General Derivation Functions for all ADaMs that returns variable appended to dat \code{\link{derive_vars_joined}()}, \code{\link{derive_vars_merged_lookup}()}, \code{\link{derive_vars_merged}()}, -\code{\link{derive_vars_transposed}()}, -\code{\link{get_summary_records}()} +\code{\link{derive_vars_transposed}()} } \concept{der_gen} \keyword{der_gen} diff --git a/man/derive_var_joined_exist_flag.Rd b/man/derive_var_joined_exist_flag.Rd index acd6905c0f..d859e790e3 100644 --- a/man/derive_var_joined_exist_flag.Rd +++ b/man/derive_var_joined_exist_flag.Rd @@ -488,8 +488,7 @@ General Derivation Functions for all ADaMs that returns variable appended to dat \code{\link{derive_vars_joined}()}, \code{\link{derive_vars_merged_lookup}()}, \code{\link{derive_vars_merged}()}, -\code{\link{derive_vars_transposed}()}, -\code{\link{get_summary_records}()} +\code{\link{derive_vars_transposed}()} } \concept{der_gen} \keyword{der_gen} diff --git a/man/derive_var_merged_exist_flag.Rd b/man/derive_var_merged_exist_flag.Rd index ae0728a4bd..76c08d7083 100644 --- a/man/derive_var_merged_exist_flag.Rd +++ b/man/derive_var_merged_exist_flag.Rd @@ -159,8 +159,7 @@ General Derivation Functions for all ADaMs that returns variable appended to dat \code{\link{derive_vars_joined}()}, \code{\link{derive_vars_merged_lookup}()}, \code{\link{derive_vars_merged}()}, -\code{\link{derive_vars_transposed}()}, -\code{\link{get_summary_records}()} +\code{\link{derive_vars_transposed}()} } \concept{der_gen} \keyword{der_gen} diff --git a/man/derive_var_merged_summary.Rd b/man/derive_var_merged_summary.Rd index 08220316cb..057bdf569c 100644 --- a/man/derive_var_merged_summary.Rd +++ b/man/derive_var_merged_summary.Rd @@ -175,8 +175,7 @@ General Derivation Functions for all ADaMs that returns variable appended to dat \code{\link{derive_vars_joined}()}, \code{\link{derive_vars_merged_lookup}()}, \code{\link{derive_vars_merged}()}, -\code{\link{derive_vars_transposed}()}, -\code{\link{get_summary_records}()} +\code{\link{derive_vars_transposed}()} } \concept{der_gen} \keyword{der_gen} diff --git a/man/derive_var_obs_number.Rd b/man/derive_var_obs_number.Rd index d4c54e6881..ebdd3375f1 100644 --- a/man/derive_var_obs_number.Rd +++ b/man/derive_var_obs_number.Rd @@ -102,8 +102,7 @@ General Derivation Functions for all ADaMs that returns variable appended to dat \code{\link{derive_vars_joined}()}, \code{\link{derive_vars_merged_lookup}()}, \code{\link{derive_vars_merged}()}, -\code{\link{derive_vars_transposed}()}, -\code{\link{get_summary_records}()} +\code{\link{derive_vars_transposed}()} } \concept{der_gen} \keyword{der_gen} diff --git a/man/derive_var_relative_flag.Rd b/man/derive_var_relative_flag.Rd index ac017c896d..679df63d95 100644 --- a/man/derive_var_relative_flag.Rd +++ b/man/derive_var_relative_flag.Rd @@ -178,8 +178,7 @@ General Derivation Functions for all ADaMs that returns variable appended to dat \code{\link{derive_vars_joined}()}, \code{\link{derive_vars_merged_lookup}()}, \code{\link{derive_vars_merged}()}, -\code{\link{derive_vars_transposed}()}, -\code{\link{get_summary_records}()} +\code{\link{derive_vars_transposed}()} } \concept{der_gen} \keyword{der_gen} diff --git a/man/derive_vars_joined.Rd b/man/derive_vars_joined.Rd index 63ccc0a4d7..ff01b996a9 100644 --- a/man/derive_vars_joined.Rd +++ b/man/derive_vars_joined.Rd @@ -500,8 +500,7 @@ General Derivation Functions for all ADaMs that returns variable appended to dat \code{\link{derive_var_relative_flag}()}, \code{\link{derive_vars_merged_lookup}()}, \code{\link{derive_vars_merged}()}, -\code{\link{derive_vars_transposed}()}, -\code{\link{get_summary_records}()} +\code{\link{derive_vars_transposed}()} } \concept{der_gen} \keyword{der_gen} diff --git a/man/derive_vars_merged.Rd b/man/derive_vars_merged.Rd index dca45a6222..d021aba1fd 100644 --- a/man/derive_vars_merged.Rd +++ b/man/derive_vars_merged.Rd @@ -326,8 +326,7 @@ General Derivation Functions for all ADaMs that returns variable appended to dat \code{\link{derive_var_relative_flag}()}, \code{\link{derive_vars_joined}()}, \code{\link{derive_vars_merged_lookup}()}, -\code{\link{derive_vars_transposed}()}, -\code{\link{get_summary_records}()} +\code{\link{derive_vars_transposed}()} } \concept{der_gen} \keyword{der_gen} diff --git a/man/derive_vars_merged_lookup.Rd b/man/derive_vars_merged_lookup.Rd index 3024d10083..3016da5a55 100644 --- a/man/derive_vars_merged_lookup.Rd +++ b/man/derive_vars_merged_lookup.Rd @@ -182,8 +182,7 @@ General Derivation Functions for all ADaMs that returns variable appended to dat \code{\link{derive_var_relative_flag}()}, \code{\link{derive_vars_joined}()}, \code{\link{derive_vars_merged}()}, -\code{\link{derive_vars_transposed}()}, -\code{\link{get_summary_records}()} +\code{\link{derive_vars_transposed}()} } \concept{der_gen} \keyword{der_gen} diff --git a/man/derive_vars_transposed.Rd b/man/derive_vars_transposed.Rd index 8195dd1166..9e7e753d5d 100644 --- a/man/derive_vars_transposed.Rd +++ b/man/derive_vars_transposed.Rd @@ -97,8 +97,7 @@ General Derivation Functions for all ADaMs that returns variable appended to dat \code{\link{derive_var_relative_flag}()}, \code{\link{derive_vars_joined}()}, \code{\link{derive_vars_merged_lookup}()}, -\code{\link{derive_vars_merged}()}, -\code{\link{get_summary_records}()} +\code{\link{derive_vars_merged}()} } \concept{der_gen} \keyword{der_gen} diff --git a/man/get_summary_records.Rd b/man/get_summary_records.Rd index e63f9d477e..c8f0473c03 100644 --- a/man/get_summary_records.Rd +++ b/man/get_summary_records.Rd @@ -10,7 +10,7 @@ get_summary_records( filter = NULL, analysis_var, summary_fun, - set_values_to + set_values_to = NULL ) } \arguments{ @@ -73,6 +73,11 @@ For example: A data frame of derived records. } \description{ +\ifelse{html}{\href{https://lifecycle.r-lib.org/articles/stages.html#superseded}{\figure{lifecycle-superseded.svg}{options: alt='[Superseded]'}}}{\strong{[Superseded]}} + +Development on \code{get_summary_records()} is complete, and for new code we recommend +switching to using the \code{dataset_add} argument in \code{derive_summary_records()}. + It is not uncommon to have an analysis need whereby one needs to derive an analysis value (\code{AVAL}) from multiple records. The ADaM basic dataset structure variable \code{DTYPE} is available to indicate when a new derived @@ -164,17 +169,8 @@ get_summary_records( \seealso{ \code{\link[=derive_summary_records]{derive_summary_records()}}, \code{\link[=derive_var_merged_summary]{derive_var_merged_summary()}} -General Derivation Functions for all ADaMs that returns variable appended to dataset: -\code{\link{derive_var_extreme_flag}()}, -\code{\link{derive_var_joined_exist_flag}()}, -\code{\link{derive_var_merged_exist_flag}()}, -\code{\link{derive_var_merged_summary}()}, -\code{\link{derive_var_obs_number}()}, -\code{\link{derive_var_relative_flag}()}, -\code{\link{derive_vars_joined}()}, -\code{\link{derive_vars_merged_lookup}()}, -\code{\link{derive_vars_merged}()}, -\code{\link{derive_vars_transposed}()} +Other superseded: +\code{\link{derive_param_extreme_record}()} } -\concept{der_gen} -\keyword{der_gen} +\concept{superseded} +\keyword{superseded} diff --git a/tests/testthat/test-call_derivation.R b/tests/testthat/test-call_derivation.R index c5e9e10abc..667a960b52 100644 --- a/tests/testthat/test-call_derivation.R +++ b/tests/testthat/test-call_derivation.R @@ -5,32 +5,36 @@ test_that("call_derivation Test 1: Test that call_derivation generates expected expected_output <- input %>% derive_summary_records( + dataset_add = input, by_vars = exprs(USUBJID, VSTESTCD), set_values_to = exprs( VSSTRESN = mean(VSSTRESN, na.rm = TRUE), DTYPE = "AVERAGE" ), - filter = dplyr::n() >= 2L + filter_add = dplyr::n() >= 2L ) %>% derive_summary_records( + dataset_add = input, by_vars = exprs(USUBJID, VSTESTCD), set_values_to = exprs( VSSTRESN = max(VSSTRESN, na.rm = TRUE), DTYPE = "MAXIMUM" ), - filter = dplyr::n() >= 2L + filter_add = dplyr::n() >= 2L ) %>% derive_summary_records( + dataset_add = input, by_vars = exprs(USUBJID, VSTESTCD), set_values_to = exprs( VSSTRESN = min(VSSTRESN, na.rm = TRUE), DTYPE = "MINIMUM" ), - filter = dplyr::n() >= 2L + filter_add = dplyr::n() >= 2L ) actual_output <- call_derivation( dataset = input, + dataset_add = input, derivation = derive_summary_records, variable_params = list( params( @@ -53,7 +57,7 @@ test_that("call_derivation Test 1: Test that call_derivation generates expected ) ), by_vars = exprs(USUBJID, VSTESTCD), - filter = dplyr::n() >= 2L + filter_add = dplyr::n() >= 2L ) expect_dfs_equal( diff --git a/tests/testthat/test-compute_scale.R b/tests/testthat/test-compute_scale.R index afb20f819f..0db6250394 100644 --- a/tests/testthat/test-compute_scale.R +++ b/tests/testthat/test-compute_scale.R @@ -95,8 +95,9 @@ test_that("compute_scale Test 5: compute_scale() works as expected within expect_equal( derive_summary_records( input, + dataset_add = input, by_vars = exprs(STUDYID, USUBJID, AVISIT, AVISITN), - filter = (PARAMCD %in% c("ITEM1", "ITEM2", "ITEM3")), + filter_add = (PARAMCD %in% c("ITEM1", "ITEM2", "ITEM3")), set_values_to = exprs( AVAL = compute_scale(AVAL, c(1, 5), c(0, 100), flip_direction = TRUE, min_n = 3), PARAMCD = "ITEMAVG" diff --git a/tests/testthat/test-derive_param_exposure.R b/tests/testthat/test-derive_param_exposure.R index dd3582f406..ca80f75a60 100644 --- a/tests/testthat/test-derive_param_exposure.R +++ b/tests/testthat/test-derive_param_exposure.R @@ -61,6 +61,7 @@ test_that("derive_param_exposure Test 1: works with DTM variables", { actual_output <- input %>% derive_param_exposure( + dataset_add = input, by_vars = exprs(USUBJID), input_code = "DOSE", analysis_var = AVAL, @@ -68,6 +69,7 @@ test_that("derive_param_exposure Test 1: works with DTM variables", { set_values_to = exprs(PARAMCD = "TDOSE", PARCAT1 = "OVERALL") ) %>% derive_param_exposure( + dataset_add = input, by_vars = exprs(USUBJID), input_code = "DOSE", analysis_var = AVAL, @@ -75,6 +77,7 @@ test_that("derive_param_exposure Test 1: works with DTM variables", { set_values_to = exprs(PARAMCD = "AVDOSE", PARCAT1 = "OVERALL") ) %>% derive_param_exposure( + dataset_add = input, by_vars = exprs(USUBJID), input_code = "ADJ", analysis_var = AVALC, @@ -125,6 +128,7 @@ test_that("derive_param_exposure Test 2: works with DT variables", { actual_output <- input_no_dtm %>% derive_param_exposure( + dataset_add = input_no_dtm, by_vars = exprs(USUBJID), input_code = "DOSE", analysis_var = AVAL, @@ -132,6 +136,7 @@ test_that("derive_param_exposure Test 2: works with DT variables", { set_values_to = exprs(PARAMCD = "TDOSE", PARCAT1 = "OVERALL") ) %>% derive_param_exposure( + dataset_add = input_no_dtm, by_vars = exprs(USUBJID), input_code = "DOSE", analysis_var = AVAL, @@ -139,6 +144,7 @@ test_that("derive_param_exposure Test 2: works with DT variables", { set_values_to = exprs(PARAMCD = "AVDOSE", PARCAT1 = "OVERALL") ) %>% derive_param_exposure( + dataset_add = input_no_dtm, by_vars = exprs(USUBJID), input_code = "ADJ", analysis_var = AVALC, @@ -159,6 +165,7 @@ test_that("derive_param_exposure Test 3: Errors", { expect_error( input <- input %>% derive_param_exposure( + dataset_add = input, by_vars = exprs(USUBJID), input_code = "DOSE", analysis_var = AVAL, @@ -171,6 +178,7 @@ test_that("derive_param_exposure Test 3: Errors", { expect_error( input <- input %>% derive_param_exposure( + dataset_add = input, by_vars = exprs(USUBJID), input_code = "DOSED", analysis_var = AVAL, @@ -188,6 +196,8 @@ test_that("derive_param_exposure Test 3: Errors", { input <- input %>% select(-starts_with("AST"), -starts_with("AEN")) %>% derive_param_exposure( + dataset = ., + dataset_add = ., by_vars = exprs(USUBJID), input_code = "DOSE", analysis_var = AVAL, diff --git a/tests/testthat/test-derive_summary_records.R b/tests/testthat/test-derive_summary_records.R index c7b26c927e..4300d05938 100644 --- a/tests/testthat/test-derive_summary_records.R +++ b/tests/testthat/test-derive_summary_records.R @@ -11,6 +11,7 @@ test_that("derive_summary_records Test 1: creates new record per group and group actual_output <- input %>% derive_summary_records( + dataset_add = input, by_vars = exprs(subj, visit), set_values_to = exprs( val = mean(val), @@ -50,8 +51,9 @@ test_that("derive_summary_records Test 2: Filter record within `by_vars`", { actual_output <- input %>% derive_summary_records( + dataset_add = input, by_vars = exprs(subj, visit), - filter = n() > 2, + filter_add = n() > 2, set_values_to = exprs( val = mean(val), seq = max(seq), @@ -129,6 +131,7 @@ test_that("derive_summary_records Test 4: deprecation warning for analysis_var a expect_warning( actual_output <- input %>% derive_summary_records( + dataset_add = input, by_vars = exprs(subj, visit), analysis_var = val, summary_fun = mean, @@ -143,3 +146,91 @@ test_that("derive_summary_records Test 4: deprecation warning for analysis_var a keys = c("subj", "visit", "seq", "type") ) }) + +## Test 5: make sure dataset_add works ---- +test_that("derive_summary_records Test 5: make sure dataset_add works", { + input <- tibble::tribble( + ~subj, ~visit, ~val, ~seq, + "1", 1, 10, 1, + "1", 1, 14, 2, + "1", 1, 9, 3, + "1", 2, 11, 4, + "2", 2, NA_real_, 1 + ) + input_add <- tibble::tribble( + ~subj, ~visit, ~add_val, ~seq, + "1", 1, 100, 1, + "1", 1, 140, 2, + "1", 1, 90, 3 + ) + expected_output <- bind_rows( + input, + tibble::tribble( + ~subj, ~visit, ~val, ~type, + "1", 1, 110, "AVERAGE" + ) + ) + actual_output <- input %>% + derive_summary_records( + dataset_add = input_add, + by_vars = exprs(subj, visit), + set_values_to = exprs( + val = mean(add_val, na.rm = TRUE), + type = "AVERAGE" + ) + ) + expect_dfs_equal( + base = expected_output, + compare = actual_output, + keys = c("subj", "visit", "seq", "type") + ) +}) + +## Test 6: test missing values ---- +test_that("derive_summary_records Test 6: test missing values with dataset_ref", { + input <- tibble::tribble( + ~subj, ~visit, ~val, ~seq, + "1", 1, 10, 1, + "1", 1, 14, 2, + "1", 1, 9, 3, + "1", 2, 11, 4, + "2", 2, NA_real_, 1 + ) + + input_ref <- tibble::tribble( + ~subj, ~visit, + "1", 1, + "1", 2, + "2", 1, + "2", 2, + ) + + expected_output <- bind_rows( + input, + tibble::tribble( + ~subj, ~visit, ~aval, ~type, + "1", 1, 11, "AVERAGE", + "1", 2, 11, "AVERAGE", + "2", 1, 999999, "MISSING", + "2", 2, NA_real_, "AVERAGE", + ) + ) + + actual_output <- input %>% + derive_summary_records( + dataset_add = input, + dataset_ref = input_ref, + by_vars = exprs(subj, visit), + set_values_to = exprs( + aval = mean(val, na.rm = TRUE), + type = "AVERAGE" + ), + missing_values = exprs(aval = 999999, type = "MISSING") + ) + + expect_dfs_equal( + base = expected_output, + compare = actual_output, + keys = c("subj", "visit", "seq", "type") + ) +}) diff --git a/vignettes/articles/website-versions.Rmd b/vignettes/articles/website-versions.Rmd index 8b1763402b..fdb51e2805 100644 --- a/vignettes/articles/website-versions.Rmd +++ b/vignettes/articles/website-versions.Rmd @@ -5,6 +5,7 @@ title: "Previous Versions of Website" ```{r, include = FALSE} # TO USE THIS ARTICLE, THE DESCRIPTION FILE MUST INCLUDE # Config/Needs/website: gert +# Make sure to copy the gh-pages branch to your local git knitr::opts_chunk$set( collapse = TRUE, diff --git a/vignettes/bds_exposure.Rmd b/vignettes/bds_exposure.Rmd index 0258e1fc8a..fd88cd7913 100644 --- a/vignettes/bds_exposure.Rmd +++ b/vignettes/bds_exposure.Rmd @@ -361,6 +361,7 @@ For example, to calculate the total dose by subject and treatment, ```{r eval=TRUE, echo=TRUE} adex <- derive_param_exposure( adex, + dataset_add = adex, by_vars = exprs(STUDYID, USUBJID, !!!adsl_vars), input_code = "DOSE", analysis_var = AVAL, @@ -428,6 +429,7 @@ adex <- adex %>% summary_fun = function(x) if_else(sum(!is.na(x)) > 0, "Y", NA_character_) ) ), + dataset_add = adex, by_vars = exprs(STUDYID, USUBJID, !!!adsl_vars) ) diff --git a/vignettes/bds_finding.Rmd b/vignettes/bds_finding.Rmd index 05a65d5494..1a45382e28 100644 --- a/vignettes/bds_finding.Rmd +++ b/vignettes/bds_finding.Rmd @@ -991,9 +991,10 @@ Set `DTYPE` to `AVERAGE`. ```{r eval=TRUE} advs_ex2 <- derive_summary_records( advs, + dataset_add = advs, by_vars = exprs(STUDYID, USUBJID, PARAMCD, VISITNUM, ADT), set_values_to = exprs( - AVAL = mean(AVAL), + AVAL = mean(AVAL, na.rm = TRUE), DTYPE = "AVERAGE" ) ) diff --git a/vignettes/questionnaires.Rmd b/vignettes/questionnaires.Rmd index d6e0761ea4..ef37f997e5 100644 --- a/vignettes/questionnaires.Rmd +++ b/vignettes/questionnaires.Rmd @@ -141,9 +141,11 @@ adgad7 <- adqs %>% # Select records to keep in the GAD-7 ADaM filter(PARCAT1 == "GAD-7 V2") %>% derive_summary_records( + dataset = ., + dataset_add = ., by_vars = exprs(STUDYID, USUBJID, AVISIT, ADT, ADY, TRTSDT, DTHCAUS), # Select records contributing to total score - filter = str_detect(PARAMCD, "GAD020[1-7]"), + filter_add = str_detect(PARAMCD, "GAD020[1-7]"), set_values_to = exprs( AVAL = sum(AVAL, na.rm = TRUE), PARAMCD = "GAD02TS", @@ -169,9 +171,11 @@ adgdssf <- adqs %>% # Select records to keep in the GDS-SF ADaM filter(PARCAT1 == "GDS SHORT FORM") %>% derive_summary_records( + dataset = ., + dataset_add = ., by_vars = exprs(STUDYID, USUBJID, AVISIT, ADT, ADY, TRTSDT, DTHCAUS), # Select records contributing to total score - filter = str_detect(PARAMCD, "GDS02[01][0-9]"), + filter_add = str_detect(PARAMCD, "GDS02[01][0-9]"), set_values_to = exprs( AVAL = compute_scale( AVAL, @@ -523,7 +527,8 @@ be derived by `derive_summary_records()`. ```{r} adgdssf <- adgdssf %>% derive_summary_records( - filter = str_detect(PARAMCD, "GDS02[01][0-9]"), + dataset_add = adgdssf, + filter_add = str_detect(PARAMCD, "GDS02[01][0-9]"), by_vars = exprs(USUBJID, AVISIT), set_values_to = exprs( AVAL = sum(!is.na(AVAL)) / 15 >= 0.9, @@ -572,7 +577,9 @@ adgdssf <- adgdssf %>% ) ) %>% derive_summary_records( - filter = str_detect(PARAMCD, "GDS02[01][0-9]"), + dataset = ., + dataset_add = ., + filter_add = str_detect(PARAMCD, "GDS02[01][0-9]"), by_vars = exprs(USUBJID, AVISIT), set_values_to = exprs( AVAL = all(!is.na(AVAL)), From 5aa539d22da8803639381bb68e9ddc61216ea019 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Daphn=C3=A9=20Grasselly?= <56442075+dgrassellyb@users.noreply.github.com> Date: Mon, 13 Nov 2023 17:11:30 +0100 Subject: [PATCH 22/98] add vbump job (#2221) * add vbump job * change cran status assignes --------- Co-authored-by: cicdguy <26552821+cicdguy@users.noreply.github.com> Co-authored-by: Daniel Sjoberg --- .github/workflows/common.yml | 6 ++++++ .github/workflows/cran-status.yml | 2 +- 2 files changed, 7 insertions(+), 1 deletion(-) diff --git a/.github/workflows/common.yml b/.github/workflows/common.yml index 183e6b1037..f437d182a5 100644 --- a/.github/workflows/common.yml +++ b/.github/workflows/common.yml @@ -130,3 +130,9 @@ jobs: with: r-version: "${{ needs.get_r_version.outputs.r-version }}" push-templates-data: false + vbump: + name: Version Bump 🤜🤛 + if: github.event_name == 'push' + uses: insightsengineering/r.pkg.template/.github/workflows/version-bump.yaml@main + secrets: + REPO_GITHUB_TOKEN: ${{ secrets.PHARMAVERSE_BOT }} \ No newline at end of file diff --git a/.github/workflows/cran-status.yml b/.github/workflows/cran-status.yml index 504680a914..a06df5871a 100644 --- a/.github/workflows/cran-status.yml +++ b/.github/workflows/cran-status.yml @@ -17,7 +17,7 @@ jobs: with: # Whom should the issue be assigned to if errors are encountered # in the CRAN status checks? - issue-assignees: "bundfussr,esimms999-gsk,manciniedoardo,bms63" + issue-assignees: "bundfussr,zdz2101,manciniedoardo,bms63" # Create an issue if one or more of the following # statuses are reported on the check report. statuses: "WARN,ERROR,NOTE" From 8f62fda1fce23e7fe8be24bf1d640d0b607d0528 Mon Sep 17 00:00:00 2001 From: dgrassellyb Date: Mon, 13 Nov 2023 16:28:47 +0000 Subject: [PATCH 23/98] [skip actions] Bump version to 0.12.3.9003 --- DESCRIPTION | 52 +++++++++++++++++++++++++++++----------------------- NEWS.md | 2 +- 2 files changed, 30 insertions(+), 24 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index a619323ceb..87952097a6 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,9 +1,9 @@ -Package: admiral Type: Package +Package: admiral Title: ADaM in R Asset Library -Version: 0.12.3.9002 +Version: 0.12.3.9003 Authors@R: c( - person("Ben", "Straub", email = "ben.x.straub@gsk.com", role = c("aut", "cre")), + person("Ben", "Straub", , "ben.x.straub@gsk.com", role = c("aut", "cre")), person("Stefan", "Bundfuss", role = "aut"), person("Jeffrey", "Dickinson", role = "aut"), person("Ross", "Farrugia", role = "aut"), @@ -22,23 +22,21 @@ Authors@R: c( person("Thomas", "Neitmann", role = "ctb"), person("F. Hoffmann-La Roche AG", role = c("cph", "fnd")), person("GlaxoSmithKline LLC", role = c("cph", "fnd")) - ) -Description: A toolbox for programming Clinical Data Interchange Standards Consortium - (CDISC) compliant Analysis Data Model (ADaM) datasets in R. ADaM datasets are a - mandatory part of any New Drug or Biologics License Application submitted to the - United States Food and Drug Administration (FDA). Analysis derivations are - implemented in accordance with the "Analysis Data Model Implementation Guide" - (CDISC Analysis Data Model Team, 2021, ). -Language: en-US + ) +Description: A toolbox for programming Clinical Data Interchange Standards + Consortium (CDISC) compliant Analysis Data Model (ADaM) datasets in R. + ADaM datasets are a mandatory part of any New Drug or Biologics + License Application submitted to the United States Food and Drug + Administration (FDA). Analysis derivations are implemented in + accordance with the "Analysis Data Model Implementation Guide" (CDISC + Analysis Data Model Team, 2021, + ). License: Apache License (>= 2) +URL: https://pharmaverse.github.io/admiral/, + https://github.com/pharmaverse/admiral BugReports: https://github.com/pharmaverse/admiral/issues -URL: https://pharmaverse.github.io/admiral/, https://github.com/pharmaverse/admiral -Encoding: UTF-8 -LazyData: true -Roxygen: list(markdown = TRUE) -RoxygenNote: 7.2.3 -Depends: R (>= 4.0) -Remotes: pharmaverse/admiraldev +Depends: + R (>= 4.0) Imports: admiraldev (>= 0.5.0.9000), dplyr (>= 0.8.4), @@ -52,15 +50,23 @@ Imports: tidyr (>= 1.0.2), tidyselect (>= 1.1.0) Suggests: - pharmaversesdtm, - DT, diffdf, + DT, knitr, - rmarkdown, methods, + pharmaversesdtm, readxl, + rmarkdown, testthat (>= 3.0.0), tibble -VignetteBuilder: knitr -Config/testthat/edition: 3 +VignetteBuilder: + knitr +Remotes: + pharmaverse/admiraldev Config/Needs/website: gert +Config/testthat/edition: 3 +Encoding: UTF-8 +Language: en-US +LazyData: true +Roxygen: list(markdown = TRUE) +RoxygenNote: 7.2.3 diff --git a/NEWS.md b/NEWS.md index 63e964f32b..4523fe55b8 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,4 +1,4 @@ -# admiral (development version) +# admiral 0.12.3.9003 version) ## New Features From a71f112185d957bf909fb7023b9dafd918b186fb Mon Sep 17 00:00:00 2001 From: Stefan Bundfuss <80953585+bundfussr@users.noreply.github.com> Date: Mon, 13 Nov 2023 19:31:48 +0100 Subject: [PATCH 24/98] Closes #2222 clarify_mid: Clarify date_imputation = "mid" (#2229) * #2222 clarify_mid: Clarify date_imputation = "mid" * #2222 clarify_mid: Fix links --------- Co-authored-by: Ben Straub --- NEWS.md | 3 +++ R/derive_date_vars.R | 41 +++++++------------------------------- README.md | 4 ++-- man/compute_tmf.Rd | 4 +--- man/convert_date_to_dtm.Rd | 22 ++++++++++---------- man/convert_dtc_to_dt.Rd | 18 ++++++++--------- man/convert_dtc_to_dtm.Rd | 22 ++++++++++---------- man/derive_vars_dt.Rd | 20 +++++++++---------- man/derive_vars_dtm.Rd | 28 ++++++++++---------------- man/impute_dtc_dt.Rd | 18 ++++++++--------- man/impute_dtc_dtm.Rd | 22 ++++++++++---------- 11 files changed, 81 insertions(+), 121 deletions(-) diff --git a/NEWS.md b/NEWS.md index 4523fe55b8..a6d8f593ac 100644 --- a/NEWS.md +++ b/NEWS.md @@ -128,6 +128,9 @@ Reference tab. (#2174) - Added a link to the previous versions of the website to the navigation bar. (#2205) +- The meaning of `date_imputation = "mid"` was clarified in the documentation of +the imputation functions, e.g., `derive_vars_dtm()`. (#2222) + ## Various - Website now has button/links to Slack channel and GitHub Issues (#2127) diff --git a/R/derive_date_vars.R b/R/derive_date_vars.R index a443e91c6c..9097c68d3e 100644 --- a/R/derive_date_vars.R +++ b/R/derive_date_vars.R @@ -26,27 +26,10 @@ #' and `min_dates` or `max_dates` should be specified respectively. Otherwise, #' `NA_character_` is returned if the year component is missing. #' -#' *Default*: `"h"` -#' #' *Permitted Values*: `"Y"` (year, highest level), `"M"` (month), `"D"` #' (day), `"h"` (hour), `"m"` (minute), `"s"` (second), `"n"` (none, lowest #' level) #' -#' @param date_imputation The value to impute the day/month when a datepart is -#' missing. -#' -#' A character value is expected, either as a -#' - format with month and day specified as `"mm-dd"`: e.g. `"06-15"` for the -#' 15th of June (The year can not be specified; for imputing the year -#' `"first"` or `"last"` together with `min_dates` or `max_dates` argument can -#' be used (see examples).), -#' - or as a keyword: `"first"`, `"mid"`, `"last"` to impute to the first/mid/last -#' day/month. -#' -#' The argument is ignored if `highest_imputation` is less then `"D"`. -#' -#' *Default*: `"first"`. -#' #' @param time_imputation The value to impute the time when a timepart is #' missing. #' @@ -57,8 +40,6 @@ #' #' The argument is ignored if `highest_imputation = "n"`. #' -#' *Default*: `"first"`. -#' #' @param min_dates Minimum dates #' #' A list of dates is expected. It is ensured that the imputed date is not @@ -110,7 +91,7 @@ #' #' Permitted Values: `TRUE`, `FALSE` #' -#' *Default*: `FALSE` +#' @inheritParams impute_dtc_dt #' #' @details Usually this computation function can not be used with `%>%`. #' @@ -607,8 +588,6 @@ restrict_imputed_dtc_dtm <- function(dtc, #' and `min_dates` or `max_dates` should be specified respectively. Otherwise, #' `NA_character_` is returned if the year component is missing. #' -#' *Default*: `"n"` -#' #' *Permitted Values*: `"Y"` (year, highest level), `"M"` (month), `"D"` #' (day), `"n"` (none, lowest level) #' @@ -621,12 +600,14 @@ restrict_imputed_dtc_dtm <- function(dtc, #' `"first"` or `"last"` together with `min_dates` or `max_dates` argument can #' be used (see examples).), #' - or as a keyword: `"first"`, `"mid"`, `"last"` to impute to the first/mid/last -#' day/month. +#' day/month. If `"mid"` is specified, missing components are imputed as the +#' middle of the possible range: +#' - If both month and day are missing, they are imputed as `"06-30"` +#' (middle of the year). +#' - If only day is missing, it is imputed as `"15"` (middle of the month). #' #' The argument is ignored if `highest_imputation` is less then `"D"`. #' -#' *Default*: `"first"` -#' #' @param min_dates Minimum dates #' #' A list of dates is expected. It is ensured that the imputed date is not @@ -668,8 +649,6 @@ restrict_imputed_dtc_dtm <- function(dtc, #' #' Permitted Values: `TRUE`, `FALSE` #' -#' Default: `FALSE` -#' #' @details Usually this computation function can not be used with `%>%`. #' #' @return A character vector @@ -1191,9 +1170,7 @@ compute_dtf <- function(dtc, dt) { #' (`'--DTM'`) as 00, then it is not necessary to set (`'--TMF'`) to `'S'`. A user can set this #' to `TRUE` so the `'S'` Flag is dropped from (`'--TMF'`). #' -#' A logical value -#' -#' Default: `FALSE` +#' *Permitted Values*: A logical value #' #' @details Usually this computation function can not be used with `%>%`. #' @@ -1289,8 +1266,6 @@ compute_tmf <- function(dtc, #' If `"auto"` is specified, the date imputation flag is derived if the #' `date_imputation` argument is not null. #' -#' *Default*: `"auto"` -#' #' *Permitted Values*: `"auto"`, `"date"` or `"none"` #' #' @@ -1500,8 +1475,6 @@ derive_vars_dt <- function(dataset, # nolint: cyclocomp_linter #' `date_imputation` argument is not null and the time imputation flag is #' derived if the `time_imputation` argument is not null #' -#' *Default*: `"auto"` -#' #' *Permitted Values*: `"auto"`, `"date"`, `"time"`, `"both"`, or `"none"` #' #' diff --git a/README.md b/README.md index 772394cd25..3d328285c5 100644 --- a/README.md +++ b/README.md @@ -42,8 +42,8 @@ Phases: | Release Schedule | Phase 1- Date and Packages | Phase 2- Date and Packages | | ---------------- | ------------------------------------------------------------------------ | -------------------------------------------------------------------- | | Q4-2023 | December 4th | December 11th | -| | [{pharmaversesdtm}](https://pharmaverse.github.io/pharmaversesdtm/main/) | [{admiralonco}](https://pharmaverse.github.io/admiralonco/main/) | -| | [{admiraldev}](https://pharmaverse.github.io/admiraldev/main/) | [{admiralophtha}](https://pharmaverse.github.io/admiralophtha/main/) | +| | [{pharmaversesdtm}](https://pharmaverse.github.io/pharmaversesdtm/main/) | [{admiralonco}](https://pharmaverse.github.io/admiralonco/) | +| | [{admiraldev}](https://pharmaverse.github.io/admiraldev/main/) | [{admiralophtha}](https://pharmaverse.github.io/admiralophtha/) | | | [{admiral}](https://pharmaverse.github.io/admiral/) | | The `{admiral}` Q4-2023 release will officially be `{admiral}`'s version 1.0.0 release, where we commit to increased package maturity and pivot towards focusing on maintenance rather than new content. This does not mean that there will never be any new content in `{admiral}`, rather it means we will be more mindful about introducing new functionality and/or breaking changes. The release schedule in 2024 and onward will also shift to twice-yearly, rather than quarterly, so that our users have ample time to react to any new content and changes that do make it onto `{admiral}`. diff --git a/man/compute_tmf.Rd b/man/compute_tmf.Rd index 7418ad9dc8..74093b1867 100644 --- a/man/compute_tmf.Rd +++ b/man/compute_tmf.Rd @@ -20,9 +20,7 @@ if only hours and minutes are ever collected, and seconds are imputed in (\code{'--DTM'}) as 00, then it is not necessary to set (\code{'--TMF'}) to \code{'S'}. A user can set this to \code{TRUE} so the \code{'S'} Flag is dropped from (\code{'--TMF'}). -A logical value - -Default: \code{FALSE}} +\emph{Permitted Values}: A logical value} } \value{ The time imputation flag (\code{'--TMF'}) (character value of \code{'H'}, \code{'M'} , \code{'S'} or \code{NA}) diff --git a/man/convert_date_to_dtm.Rd b/man/convert_date_to_dtm.Rd index 1fc0e944e1..ec3e50ae23 100644 --- a/man/convert_date_to_dtm.Rd +++ b/man/convert_date_to_dtm.Rd @@ -35,8 +35,6 @@ If \code{"Y"} is specified, \code{date_imputation} should be \code{"first"} or \ and \code{min_dates} or \code{max_dates} should be specified respectively. Otherwise, \code{NA_character_} is returned if the year component is missing. -\emph{Default}: \code{"h"} - \emph{Permitted Values}: \code{"Y"} (year, highest level), \code{"M"} (month), \code{"D"} (day), \code{"h"} (hour), \code{"m"} (minute), \code{"s"} (second), \code{"n"} (none, lowest level)} @@ -51,12 +49,16 @@ A character value is expected, either as a \code{"first"} or \code{"last"} together with \code{min_dates} or \code{max_dates} argument can be used (see examples).), \item or as a keyword: \code{"first"}, \code{"mid"}, \code{"last"} to impute to the first/mid/last -day/month. +day/month. If \code{"mid"} is specified, missing components are imputed as the +middle of the possible range: +\itemize{ +\item If both month and day are missing, they are imputed as \code{"06-30"} +(middle of the year). +\item If only day is missing, it is imputed as \code{"15"} (middle of the month). +} } -The argument is ignored if \code{highest_imputation} is less then \code{"D"}. - -\emph{Default}: \code{"first"}.} +The argument is ignored if \code{highest_imputation} is less then \code{"D"}.} \item{time_imputation}{The value to impute the time when a timepart is missing. @@ -68,9 +70,7 @@ for the start of the day, \item or as a keyword: \code{"first"},\code{"last"} to impute to the start/end of a day. } -The argument is ignored if \code{highest_imputation = "n"}. - -\emph{Default}: \code{"first"}.} +The argument is ignored if \code{highest_imputation = "n"}.} \item{min_dates}{Minimum dates @@ -120,9 +120,7 @@ preserve minute when hour is missing. For example \code{"2019---07"} would return \verb{"2019-06-07} if \code{preserve = TRUE} (and \code{date_imputation = "mid"}). -Permitted Values: \code{TRUE}, \code{FALSE} - -\emph{Default}: \code{FALSE}} +Permitted Values: \code{TRUE}, \code{FALSE}} } \value{ A datetime object diff --git a/man/convert_dtc_to_dt.Rd b/man/convert_dtc_to_dt.Rd index f6ff1e6666..5634a8c637 100644 --- a/man/convert_dtc_to_dt.Rd +++ b/man/convert_dtc_to_dt.Rd @@ -32,8 +32,6 @@ If \code{"Y"} is specified, \code{date_imputation} should be \code{"first"} or \ and \code{min_dates} or \code{max_dates} should be specified respectively. Otherwise, \code{NA_character_} is returned if the year component is missing. -\emph{Default}: \code{"n"} - \emph{Permitted Values}: \code{"Y"} (year, highest level), \code{"M"} (month), \code{"D"} (day), \code{"n"} (none, lowest level)} @@ -47,12 +45,16 @@ A character value is expected, either as a \code{"first"} or \code{"last"} together with \code{min_dates} or \code{max_dates} argument can be used (see examples).), \item or as a keyword: \code{"first"}, \code{"mid"}, \code{"last"} to impute to the first/mid/last -day/month. +day/month. If \code{"mid"} is specified, missing components are imputed as the +middle of the possible range: +\itemize{ +\item If both month and day are missing, they are imputed as \code{"06-30"} +(middle of the year). +\item If only day is missing, it is imputed as \code{"15"} (middle of the month). +} } -The argument is ignored if \code{highest_imputation} is less then \code{"D"}. - -\emph{Default}: \code{"first"}} +The argument is ignored if \code{highest_imputation} is less then \code{"D"}.} \item{min_dates}{Minimum dates @@ -92,9 +94,7 @@ considered. A date or date-time object is expected.} For example \code{"2019---07"} would return \verb{"2019-06-07} if \code{preserve = TRUE} (and \code{date_imputation = "MID"}). -Permitted Values: \code{TRUE}, \code{FALSE} - -Default: \code{FALSE}} +Permitted Values: \code{TRUE}, \code{FALSE}} } \value{ a date object diff --git a/man/convert_dtc_to_dtm.Rd b/man/convert_dtc_to_dtm.Rd index 3892f5e340..456a270941 100644 --- a/man/convert_dtc_to_dtm.Rd +++ b/man/convert_dtc_to_dtm.Rd @@ -33,8 +33,6 @@ If \code{"Y"} is specified, \code{date_imputation} should be \code{"first"} or \ and \code{min_dates} or \code{max_dates} should be specified respectively. Otherwise, \code{NA_character_} is returned if the year component is missing. -\emph{Default}: \code{"h"} - \emph{Permitted Values}: \code{"Y"} (year, highest level), \code{"M"} (month), \code{"D"} (day), \code{"h"} (hour), \code{"m"} (minute), \code{"s"} (second), \code{"n"} (none, lowest level)} @@ -49,12 +47,16 @@ A character value is expected, either as a \code{"first"} or \code{"last"} together with \code{min_dates} or \code{max_dates} argument can be used (see examples).), \item or as a keyword: \code{"first"}, \code{"mid"}, \code{"last"} to impute to the first/mid/last -day/month. +day/month. If \code{"mid"} is specified, missing components are imputed as the +middle of the possible range: +\itemize{ +\item If both month and day are missing, they are imputed as \code{"06-30"} +(middle of the year). +\item If only day is missing, it is imputed as \code{"15"} (middle of the month). +} } -The argument is ignored if \code{highest_imputation} is less then \code{"D"}. - -\emph{Default}: \code{"first"}.} +The argument is ignored if \code{highest_imputation} is less then \code{"D"}.} \item{time_imputation}{The value to impute the time when a timepart is missing. @@ -66,9 +68,7 @@ for the start of the day, \item or as a keyword: \code{"first"},\code{"last"} to impute to the start/end of a day. } -The argument is ignored if \code{highest_imputation = "n"}. - -\emph{Default}: \code{"first"}.} +The argument is ignored if \code{highest_imputation = "n"}.} \item{min_dates}{Minimum dates @@ -118,9 +118,7 @@ preserve minute when hour is missing. For example \code{"2019---07"} would return \verb{"2019-06-07} if \code{preserve = TRUE} (and \code{date_imputation = "mid"}). -Permitted Values: \code{TRUE}, \code{FALSE} - -\emph{Default}: \code{FALSE}} +Permitted Values: \code{TRUE}, \code{FALSE}} } \value{ A datetime object diff --git a/man/derive_vars_dt.Rd b/man/derive_vars_dt.Rd index b79a07db63..4f45e9fa5a 100644 --- a/man/derive_vars_dt.Rd +++ b/man/derive_vars_dt.Rd @@ -49,8 +49,6 @@ If \code{"Y"} is specified, \code{date_imputation} should be \code{"first"} or \ and \code{min_dates} or \code{max_dates} should be specified respectively. Otherwise, \code{NA_character_} is returned if the year component is missing. -\emph{Default}: \code{"n"} - \emph{Permitted Values}: \code{"Y"} (year, highest level), \code{"M"} (month), \code{"D"} (day), \code{"n"} (none, lowest level)} @@ -64,20 +62,22 @@ A character value is expected, either as a \code{"first"} or \code{"last"} together with \code{min_dates} or \code{max_dates} argument can be used (see examples).), \item or as a keyword: \code{"first"}, \code{"mid"}, \code{"last"} to impute to the first/mid/last -day/month. +day/month. If \code{"mid"} is specified, missing components are imputed as the +middle of the possible range: +\itemize{ +\item If both month and day are missing, they are imputed as \code{"06-30"} +(middle of the year). +\item If only day is missing, it is imputed as \code{"15"} (middle of the month). +} } -The argument is ignored if \code{highest_imputation} is less then \code{"D"}. - -\emph{Default}: \code{"first"}} +The argument is ignored if \code{highest_imputation} is less then \code{"D"}.} \item{flag_imputation}{Whether the date imputation flag must also be derived. If \code{"auto"} is specified, the date imputation flag is derived if the \code{date_imputation} argument is not null. -\emph{Default}: \code{"auto"} - \emph{Permitted Values}: \code{"auto"}, \code{"date"} or \code{"none"}} \item{min_dates}{Minimum dates @@ -118,9 +118,7 @@ considered. A date or date-time object is expected.} For example \code{"2019---07"} would return \verb{"2019-06-07} if \code{preserve = TRUE} (and \code{date_imputation = "MID"}). -Permitted Values: \code{TRUE}, \code{FALSE} - -Default: \code{FALSE}} +Permitted Values: \code{TRUE}, \code{FALSE}} } \value{ The input dataset with the date \code{'--DT'} (and the date imputation flag \code{'--DTF'} diff --git a/man/derive_vars_dtm.Rd b/man/derive_vars_dtm.Rd index be218fac44..44a3b0b1c0 100644 --- a/man/derive_vars_dtm.Rd +++ b/man/derive_vars_dtm.Rd @@ -52,8 +52,6 @@ If \code{"Y"} is specified, \code{date_imputation} should be \code{"first"} or \ and \code{min_dates} or \code{max_dates} should be specified respectively. Otherwise, \code{NA_character_} is returned if the year component is missing. -\emph{Default}: \code{"h"} - \emph{Permitted Values}: \code{"Y"} (year, highest level), \code{"M"} (month), \code{"D"} (day), \code{"h"} (hour), \code{"m"} (minute), \code{"s"} (second), \code{"n"} (none, lowest level)} @@ -68,12 +66,16 @@ A character value is expected, either as a \code{"first"} or \code{"last"} together with \code{min_dates} or \code{max_dates} argument can be used (see examples).), \item or as a keyword: \code{"first"}, \code{"mid"}, \code{"last"} to impute to the first/mid/last -day/month. +day/month. If \code{"mid"} is specified, missing components are imputed as the +middle of the possible range: +\itemize{ +\item If both month and day are missing, they are imputed as \code{"06-30"} +(middle of the year). +\item If only day is missing, it is imputed as \code{"15"} (middle of the month). +} } -The argument is ignored if \code{highest_imputation} is less then \code{"D"}. - -\emph{Default}: \code{"first"}.} +The argument is ignored if \code{highest_imputation} is less then \code{"D"}.} \item{time_imputation}{The value to impute the time when a timepart is missing. @@ -85,9 +87,7 @@ for the start of the day, \item or as a keyword: \code{"first"},\code{"last"} to impute to the start/end of a day. } -The argument is ignored if \code{highest_imputation = "n"}. - -\emph{Default}: \code{"first"}.} +The argument is ignored if \code{highest_imputation = "n"}.} \item{flag_imputation}{Whether the date/time imputation flag(s) must also be derived. @@ -95,8 +95,6 @@ If \code{"auto"} is specified, the date imputation flag is derived if the \code{date_imputation} argument is not null and the time imputation flag is derived if the \code{time_imputation} argument is not null -\emph{Default}: \code{"auto"} - \emph{Permitted Values}: \code{"auto"}, \code{"date"}, \code{"time"}, \code{"both"}, or \code{"none"}} \item{min_dates}{Minimum dates @@ -147,18 +145,14 @@ preserve minute when hour is missing. For example \code{"2019---07"} would return \verb{"2019-06-07} if \code{preserve = TRUE} (and \code{date_imputation = "mid"}). -Permitted Values: \code{TRUE}, \code{FALSE} - -\emph{Default}: \code{FALSE}} +Permitted Values: \code{TRUE}, \code{FALSE}} \item{ignore_seconds_flag}{ADaM IG states that given SDTM (\code{'--DTC'}) variable, if only hours and minutes are ever collected, and seconds are imputed in (\code{'--DTM'}) as 00, then it is not necessary to set (\code{'--TMF'}) to \code{'S'}. A user can set this to \code{TRUE} so the \code{'S'} Flag is dropped from (\code{'--TMF'}). -A logical value - -Default: \code{FALSE}} +\emph{Permitted Values}: A logical value} } \value{ The input dataset with the datetime \code{'--DTM'} (and the date/time imputation diff --git a/man/impute_dtc_dt.Rd b/man/impute_dtc_dt.Rd index a58d9e061d..4a147e25ff 100644 --- a/man/impute_dtc_dt.Rd +++ b/man/impute_dtc_dt.Rd @@ -36,8 +36,6 @@ If \code{"Y"} is specified, \code{date_imputation} should be \code{"first"} or \ and \code{min_dates} or \code{max_dates} should be specified respectively. Otherwise, \code{NA_character_} is returned if the year component is missing. -\emph{Default}: \code{"n"} - \emph{Permitted Values}: \code{"Y"} (year, highest level), \code{"M"} (month), \code{"D"} (day), \code{"n"} (none, lowest level)} @@ -51,12 +49,16 @@ A character value is expected, either as a \code{"first"} or \code{"last"} together with \code{min_dates} or \code{max_dates} argument can be used (see examples).), \item or as a keyword: \code{"first"}, \code{"mid"}, \code{"last"} to impute to the first/mid/last -day/month. +day/month. If \code{"mid"} is specified, missing components are imputed as the +middle of the possible range: +\itemize{ +\item If both month and day are missing, they are imputed as \code{"06-30"} +(middle of the year). +\item If only day is missing, it is imputed as \code{"15"} (middle of the month). +} } -The argument is ignored if \code{highest_imputation} is less then \code{"D"}. - -\emph{Default}: \code{"first"}} +The argument is ignored if \code{highest_imputation} is less then \code{"D"}.} \item{min_dates}{Minimum dates @@ -96,9 +98,7 @@ considered. A date or date-time object is expected.} For example \code{"2019---07"} would return \verb{"2019-06-07} if \code{preserve = TRUE} (and \code{date_imputation = "MID"}). -Permitted Values: \code{TRUE}, \code{FALSE} - -Default: \code{FALSE}} +Permitted Values: \code{TRUE}, \code{FALSE}} } \value{ A character vector diff --git a/man/impute_dtc_dtm.Rd b/man/impute_dtc_dtm.Rd index 8abafde845..b6ff2b1202 100644 --- a/man/impute_dtc_dtm.Rd +++ b/man/impute_dtc_dtm.Rd @@ -37,8 +37,6 @@ If \code{"Y"} is specified, \code{date_imputation} should be \code{"first"} or \ and \code{min_dates} or \code{max_dates} should be specified respectively. Otherwise, \code{NA_character_} is returned if the year component is missing. -\emph{Default}: \code{"h"} - \emph{Permitted Values}: \code{"Y"} (year, highest level), \code{"M"} (month), \code{"D"} (day), \code{"h"} (hour), \code{"m"} (minute), \code{"s"} (second), \code{"n"} (none, lowest level)} @@ -53,12 +51,16 @@ A character value is expected, either as a \code{"first"} or \code{"last"} together with \code{min_dates} or \code{max_dates} argument can be used (see examples).), \item or as a keyword: \code{"first"}, \code{"mid"}, \code{"last"} to impute to the first/mid/last -day/month. +day/month. If \code{"mid"} is specified, missing components are imputed as the +middle of the possible range: +\itemize{ +\item If both month and day are missing, they are imputed as \code{"06-30"} +(middle of the year). +\item If only day is missing, it is imputed as \code{"15"} (middle of the month). +} } -The argument is ignored if \code{highest_imputation} is less then \code{"D"}. - -\emph{Default}: \code{"first"}.} +The argument is ignored if \code{highest_imputation} is less then \code{"D"}.} \item{time_imputation}{The value to impute the time when a timepart is missing. @@ -70,9 +72,7 @@ for the start of the day, \item or as a keyword: \code{"first"},\code{"last"} to impute to the start/end of a day. } -The argument is ignored if \code{highest_imputation = "n"}. - -\emph{Default}: \code{"first"}.} +The argument is ignored if \code{highest_imputation = "n"}.} \item{min_dates}{Minimum dates @@ -122,9 +122,7 @@ preserve minute when hour is missing. For example \code{"2019---07"} would return \verb{"2019-06-07} if \code{preserve = TRUE} (and \code{date_imputation = "mid"}). -Permitted Values: \code{TRUE}, \code{FALSE} - -\emph{Default}: \code{FALSE}} +Permitted Values: \code{TRUE}, \code{FALSE}} } \value{ A character vector From bfba6f574d4e8ba1d9674afd17896b02e0ae9438 Mon Sep 17 00:00:00 2001 From: bms63 Date: Mon, 13 Nov 2023 18:32:56 +0000 Subject: [PATCH 25/98] [skip actions] Bump version to 0.12.3.9004 --- DESCRIPTION | 2 +- NEWS.md | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index 87952097a6..0c24bb6db6 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,7 +1,7 @@ Type: Package Package: admiral Title: ADaM in R Asset Library -Version: 0.12.3.9003 +Version: 0.12.3.9004 Authors@R: c( person("Ben", "Straub", , "ben.x.straub@gsk.com", role = c("aut", "cre")), person("Stefan", "Bundfuss", role = "aut"), diff --git a/NEWS.md b/NEWS.md index a6d8f593ac..a2e1d9b7ad 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,4 +1,4 @@ -# admiral 0.12.3.9003 version) +# admiral 0.12.3.9004 version) ## New Features From e12e65a156b6065370c8f75ff99c3d659deab715 Mon Sep 17 00:00:00 2001 From: Gordon Miller <80953007+millerg23@users.noreply.github.com> Date: Mon, 13 Nov 2023 18:40:13 +0000 Subject: [PATCH 26/98] Closes #2225 tidy up SUBGROUP column (#2226) 2225 tidy up SUBGROUP column Co-authored-by: Ben Straub --- data/atoxgr_criteria_daids.rda | Bin 43092 -> 42964 bytes inst/adlb_grading/adlb_grading_spec.xlsx | Bin 192645 -> 192626 bytes 2 files changed, 0 insertions(+), 0 deletions(-) diff --git a/data/atoxgr_criteria_daids.rda b/data/atoxgr_criteria_daids.rda index 93cba5cc21a9c64ff65d6cddcc61a8619d6c7ba6..d85fe5125a60ebdfd90862745587929ffbb8d751 100644 GIT binary patch delta 66 zcmca|f$7S5rVYDzSp@79OebI95uN;uR|18z*@>@{aq>kMy~$2|;+x9^UQC_*kzZ=E N?Xrl?N0v=s1OPji8Ib@0 delta 224 zcmca|p6SX3rVYDzRg~=%Ocg3q6N`!!^3xO&(^C~R^72a*JUqh`GV{_>lS@)lG$;Sz 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omj`h+0B?UDB5^M)TZ|8?XU55 zoj4#g{h25%SX?(-FLanBgfxcs*a4bMZbuG#K( zQ{g;hUo7Y%WpAIqn;J6(g1*~eIDOi1V7)Jj%2;&(`Y z9bsR76})n3Rm zyHA(4nb?5RR1pB^b$l-aB?8`hJp!wlwsJF2D48NMDfZr>}Qgui5 zrt5v$D<`^3J+3lce5LEJW!GC6<~VF#{Ct?iY;xs#x_YtE;XwyG+~p7Y{Zfnx=shuVBhYyoP2(Dq_XHT06yy#%uy=EO2 z_X2;n-dvCO$T1bA>Z{wZZ0>z7i)K z7N2#qhfbc3J>_t;_j2i!IAiOP4JDpK@lhVbY2l=|J95l4y-rx(K9g8;-+i_Is^q8H z=yd&+`uRwjPK^P3JzJA+(O>pNQaFa5$+XdYdG*CSy`ii1g_#>hBjhRsrG5l+UNcrn z^l~^3dSb<}b>aRyk<*S`#{+#2%Lw~FNLpRp=JoJpED@UMMMxmzV<4_R#5K@O;&8^r zlP7nGDVVl)jgbwkYtqEr80{~z;IG}OFL(RM^kj)tQXD+)%@lC$BUiKf^mIw~;b%^ft$NDv zhP2@^xyATk2i=Kq!M!1nPUp7EQpH(-byt0fM!JWHaP)AId|DREUgMjgugjOFQKs&B zC64%@)B1;3L_#h#sK9@^e#aOR)%f%PL!ZKs#ieDsz<&E@@8UXydR_5WouEXB;gQ3g zS)BZPcwf-@hd20{i6sa|uFnL|%xb?4;w^T@M(ZR+2XWcAjhIaQ zs=%hJ_^R10ynS!a2}1j+=o>9>3py&)yP{|EpEj{rR?6V&F8jsRANX3)py@j-dGv97 z7(ibBdTt<|QXhN#U8Csu!V?j&UbXStf(;n?uGrmNfz#NFO0Gsf&HQa7GmE}Ngv zI5_k4LJXNl|Bg<0-?3f;P9M7bCGJu~KWkgIYuyR9g;8_ImUohon;qp)I2u6_Y}&p~ z>*%VOlKJ(UNw6<%>hM9yhY}sQQ-PdvnYZmcf&7Du0y}+%K?c)3%KM1sV8Uw@*UV6n zv?;z;SUZ2NT;@^^&;AihN*y;$y)PbA#;0aW+ixT7?LI zt@(R1+NgtcG5vJWi(|C6)ubGQ%T5akHguvGkDO$Z>#YDpTOD0y0*AmB+Q$zIxqWt$ zlbBwhJU(9QPCqah?5$6%)50K*^LK?*OR|y!`+`D^a>Fj*={vB8P z?^WzH@xGpIVeGBkMw@(S+~^6P?1~dI!=U#mC7;gcXq{M_)y37sMyJ!aTwGQ}I};O- z{?Z>uP4NNBF*I>^bX7YxVY?kGkVAEBfq~FVX^9qR2jDVQs8}?u`BG zjc+vM`vbRguig7<=2oJ=*W4iJqQ%o_4>kUBRN;oZayQXS^hlR}E5%!&rSsdNE_c)| z@ZHrZ`|IqF1g;Bu2zs-773J@Up0@*IV?`Y!${kK{qGn7a>98>iVHZXh$LgqD-}z8b z*+U5I4jQATD|V>IIK(LcZ0l;;)yFdNf>o9+;j%x|=RpIllmmD8|m+qQw%bldiB`}H506^fpPA9f9$c$PG|A6lA4 zoI-@-zJFGkgFi=1!k-19q&Wl|&oAqD|0X4R>e;KQeUSA$V%NSc&YSLS+ju|!u4(~d zokyrKUqT|bc{@tDx%)U;yFr$-2=@K|{Eb)%*v9^=b=xRV)I35ND1h4L;fL Date: Mon, 13 Nov 2023 18:41:18 +0000 Subject: [PATCH 27/98] [skip actions] Bump version to 0.12.3.9005 --- DESCRIPTION | 2 +- NEWS.md | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index 0c24bb6db6..ee85eb9095 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,7 +1,7 @@ Type: Package Package: admiral Title: ADaM in R Asset Library -Version: 0.12.3.9004 +Version: 0.12.3.9005 Authors@R: c( person("Ben", "Straub", , "ben.x.straub@gsk.com", role = c("aut", "cre")), person("Stefan", "Bundfuss", role = "aut"), diff --git a/NEWS.md b/NEWS.md index a2e1d9b7ad..4a6442a9f1 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,4 +1,4 @@ -# admiral 0.12.3.9004 version) +# admiral 0.12.3.9005 version) ## New Features From 8a18e0e7332fb7d7d9fcb34a849b5c82829771eb Mon Sep 17 00:00:00 2001 From: Gordon Miller <80953007+millerg23@users.noreply.github.com> Date: Tue, 14 Nov 2023 13:34:49 +0000 Subject: [PATCH 28/98] Closes #2134 add general option signif_digits (#2212) * 2134 add general option signif_digits * 2134 fix SPELLING and STYLER * 2134 address QC comments and update NEWS file * 2134 fix LINTR and STYLER * Apply suggestions from code review Minor updates from QC. Co-authored-by: Ben Straub Co-authored-by: StefanThoma <40463122+StefanThoma@users.noreply.github.com> * Update vignettes/lab_grading.Rmd --------- Co-authored-by: Ben Straub Co-authored-by: StefanThoma <40463122+StefanThoma@users.noreply.github.com> --- NEWS.md | 9 ++ R/admiral_environment.R | 3 +- R/admiral_options.R | 25 ++++- R/derive_var_anrind.R | 34 ++++-- R/derive_var_atoxgr.R | 7 +- inst/WORDLIST | 1 + man/derive_var_anrind.Rd | 11 +- man/derive_var_atoxgr_dir.Rd | 5 +- man/get_admiral_option.Rd | 2 +- man/set_admiral_options.Rd | 21 +++- tests/testthat/test-derive_var_anrind.R | 137 +++++++++++++++--------- vignettes/lab_grading.Rmd | 2 +- 12 files changed, 185 insertions(+), 72 deletions(-) diff --git a/NEWS.md b/NEWS.md index 4a6442a9f1..1404944e36 100644 --- a/NEWS.md +++ b/NEWS.md @@ -2,6 +2,12 @@ ## New Features +New global option created `signif_digits` to handle floating point issue, the value is +set to `15`, and is used with the `base R` function `signif()` when comparing 2 numeric +values. This is implemented in `admiral ` functions `derive_var_atoxgr_dir()` and `derive_var_anrind()`. (#2134) + +For more information, please see blog: [How admiral handles floating points](https://pharmaverse.github.io/blog/posts/2023-10-30_floating_point/floating_point.html) + ## Updates of Existing Functions - Fixed a bug in `compute_tmf()` where the time imputation flag was being incorrectly @@ -41,6 +47,9 @@ were enhanced such that more than one summary variable can be derived, e.g., allow more control of the selection of records. It creates a temporary variable for the event number, which can be used in `order`. (#2140) +- `signif_dig` argument added to both `derive_var_atoxgr_dir()` and `derive_var_anrind()` +functions with default value set to general option `signif_digits`. The new argument to +these functions handles any floating point issues. (#2134) ## Breaking Changes diff --git a/R/admiral_environment.R b/R/admiral_environment.R index 4bcd64a593..c6e8bb1911 100644 --- a/R/admiral_environment.R +++ b/R/admiral_environment.R @@ -19,7 +19,8 @@ admiral_environment <- new.env(parent = emptyenv()) ## set_admiral_options admiral_environment$admiral_options <- list( # future_input = exprs(...), nolint - subject_keys = exprs(STUDYID, USUBJID) + subject_keys = exprs(STUDYID, USUBJID), + signif_digits = 15 ) # To enhance features and add inputs as necessary diff --git a/R/admiral_options.R b/R/admiral_options.R index 42485ef963..90a66e4c74 100644 --- a/R/admiral_options.R +++ b/R/admiral_options.R @@ -78,6 +78,10 @@ get_admiral_option <- function(option) { #' `exprs(STUDYID, USUBJID)`. This option is used as default value for the #' `subject_keys` argument in all admiral functions. #' +#' @param signif_digits Holds number of significant digits when comparing to numeric variables, +#' defaults to `15`. This option is used as default value for the `signif_dig` argument in +#' admiral functions `derive_var_atoxgr_dir()` and `derive_var_anrind()`. +#' #' @details #' Modify an admiral option, e.g `subject_keys`, such that it automatically affects downstream #' function inputs where `get_admiral_option()` is called such as `derive_param_exist_flag()`. @@ -93,7 +97,7 @@ get_admiral_option <- function(option) { #' #' @seealso [get_admiral_option()], [derive_param_exist_flag()],[derive_param_tte()], #' [derive_var_dthcaus()], [derive_var_extreme_dtm()], [derive_vars_period()], -#' [create_period_dataset()] +#' [create_period_dataset()], [derive_var_atoxgr_dir()], [derive_var_anrind()] #' #' @examples #' library(lubridate) @@ -136,11 +140,28 @@ get_admiral_option <- function(option) { #' PARAM = "Measurable Disease at Baseline" #' ) #' ) -set_admiral_options <- function(subject_keys) { +#' +#' set_admiral_options(signif_digits = 14) +#' +#' # Derive ANRIND for ADVS +#' advs <- tribble( +#' ~PARAMCD, ~AVAL, ~ANRLO, ~ANRHI, +#' "DIABP", 59, 60, 80, +#' "SYSBP", 120, 90, 130, +#' "RESP", 21, 8, 20, +#' ) +#' +#' derive_var_anrind(advs) +#' +set_admiral_options <- function(subject_keys, signif_digits) { if (!missing(subject_keys)) { assert_vars(subject_keys) admiral_environment$admiral_options$subject_keys <- subject_keys } + if (!missing(signif_digits)) { + assert_integer_scalar(signif_digits, subset = "positive") + admiral_environment$admiral_options$signif_digits <- signif_digits + } # Add future input to function formals above # if (!missing(future_input)) { diff --git a/R/derive_var_anrind.R b/R/derive_var_anrind.R index ae37f01591..e50748bb0d 100644 --- a/R/derive_var_anrind.R +++ b/R/derive_var_anrind.R @@ -5,6 +5,12 @@ #' `ANRLO`, `ANRHI`, and `AVAL` are expected and if `use_a1hia1lo` is set to `TRUE`, #' `A1LO` and `A1H1` are expected as well. #' +#' @param signif_dig Number of significant digits to use when comparing values. +#' +#' Significant digits used to avoid floating point discrepancies when comparing numeric values. +#' See blog: [How admiral handles floating +#' points](https://pharmaverse.github.io/blog/posts/2023-10-30_floating_point/floating_point.html) +#' #' @param use_a1hia1lo A logical value indicating whether to use `A1H1` and `A1LO` in #' the derivation of `ANRIND`. #' @@ -57,19 +63,29 @@ #' vs %>% derive_var_anrind(use_a1hia1lo = FALSE) #' derive_var_anrind <- function(dataset, + signif_dig = get_admiral_option("signif_digits"), use_a1hia1lo = FALSE) { + # check input parameter holding significant digits has correct value + assert_integer_scalar(signif_dig, subset = "positive") + + aval <- "signif(AVAL, signif_dig)" + anrlo <- "signif(ANRLO, signif_dig)" + anrhi <- "signif(ANRHI, signif_dig)" + a1lo <- "signif(A1LO, signif_dig)" + a1hi <- "signif(A1HI, signif_dig)" + if (use_a1hia1lo) { assert_data_frame(dataset, required_vars = exprs(ANRLO, ANRHI, A1HI, A1LO, AVAL)) - low_cond <- "AVAL < ANRLO & (is.na(A1LO) | AVAL >= A1LO)" - high_cond <- "AVAL > ANRHI & (is.na(A1HI) | AVAL <= A1HI)" - lowlow_cond <- "AVAL < A1LO" - highhigh_cond <- "AVAL > A1HI" + low_cond <- paste(aval, "<", anrlo, "& (is.na(A1LO) |", aval, ">=", a1lo, ")") + high_cond <- paste(aval, ">", anrhi, "& (is.na(A1HI) |", aval, "<=", a1hi, ")") + lowlow_cond <- paste(aval, "<", a1lo) + highhigh_cond <- paste(aval, ">", a1hi) } else { assert_data_frame(dataset, required_vars = exprs(ANRLO, ANRHI, AVAL)) - low_cond <- "AVAL < ANRLO" - high_cond <- "AVAL > ANRHI" + low_cond <- paste(aval, "<", anrlo) + high_cond <- paste(aval, ">", anrhi) lowlow_cond <- "FALSE" highhigh_cond <- "FALSE" } @@ -77,9 +93,9 @@ derive_var_anrind <- function(dataset, result <- dataset %>% mutate( ANRIND = case_when( - AVAL >= ANRLO & is.na(ANRHI) ~ "NORMAL", - AVAL <= ANRHI & is.na(ANRLO) ~ "NORMAL", - AVAL >= ANRLO & AVAL <= ANRHI ~ "NORMAL", + eval(parse(text = paste(aval, ">=", anrlo, "& is.na(ANRHI)"))) ~ "NORMAL", + eval(parse(text = paste(aval, "<=", anrhi, "& is.na(ANRLO)"))) ~ "NORMAL", + eval(parse(text = paste(aval, ">=", anrlo, "&", aval, "<=", anrhi))) ~ "NORMAL", eval(parse(text = low_cond)) ~ "LOW", eval(parse(text = high_cond)) ~ "HIGH", eval(parse(text = lowlow_cond)) ~ "LOW LOW", diff --git a/R/derive_var_atoxgr.R b/R/derive_var_atoxgr.R index 7cb8467250..8e19041127 100644 --- a/R/derive_var_atoxgr.R +++ b/R/derive_var_atoxgr.R @@ -55,6 +55,8 @@ #' value. #' #' Significant digits used to avoid floating point discrepancies when comparing numeric values. +#' See blog: [How admiral handles floating +#' points](https://pharmaverse.github.io/blog/posts/2023-10-30_floating_point/floating_point.html) #' #' @details #' `new_var` is derived with values NA, "0", "1", "2", "3", "4", where "4" is the most @@ -117,7 +119,7 @@ derive_var_atoxgr_dir <- function(dataset, meta_criteria, criteria_direction, get_unit_expr, - signif_dig = 15) { + signif_dig = get_admiral_option("signif_digits")) { new_var <- assert_symbol(enexpr(new_var)) tox_description_var <- assert_symbol(enexpr(tox_description_var)) get_unit_expr <- assert_expr(enexpr(get_unit_expr)) @@ -125,6 +127,9 @@ derive_var_atoxgr_dir <- function(dataset, # check input parameter has correct value assert_character_scalar(criteria_direction, values = c("L", "H")) + # check input parameter holding significant digits has correct value + assert_integer_scalar(signif_dig, subset = "positive") + # Check Grade description variable exists on input data set assert_data_frame(dataset, required_vars = exprs(!!tox_description_var)) diff --git a/inst/WORDLIST b/inst/WORDLIST index 67c22fc965..3ce278f947 100644 --- a/inst/WORDLIST +++ b/inst/WORDLIST @@ -330,6 +330,7 @@ rlang roche roxygen scalable +signif submittable subperiod subperiods diff --git a/man/derive_var_anrind.Rd b/man/derive_var_anrind.Rd index b7a0999c7f..1446f9db21 100644 --- a/man/derive_var_anrind.Rd +++ b/man/derive_var_anrind.Rd @@ -4,13 +4,22 @@ \alias{derive_var_anrind} \title{Derive Reference Range Indicator} \usage{ -derive_var_anrind(dataset, use_a1hia1lo = FALSE) +derive_var_anrind( + dataset, + signif_dig = get_admiral_option("signif_digits"), + use_a1hia1lo = FALSE +) } \arguments{ \item{dataset}{Input dataset \code{ANRLO}, \code{ANRHI}, and \code{AVAL} are expected and if \code{use_a1hia1lo} is set to \code{TRUE}, \code{A1LO} and \code{A1H1} are expected as well.} +\item{signif_dig}{Number of significant digits to use when comparing values. + +Significant digits used to avoid floating point discrepancies when comparing numeric values. +See blog: \href{https://pharmaverse.github.io/blog/posts/2023-10-30_floating_point/floating_point.html}{How admiral handles floating points}} + \item{use_a1hia1lo}{A logical value indicating whether to use \code{A1H1} and \code{A1LO} in the derivation of \code{ANRIND}.} } diff --git a/man/derive_var_atoxgr_dir.Rd b/man/derive_var_atoxgr_dir.Rd index d9b2d5719b..f228d72aa3 100644 --- a/man/derive_var_atoxgr_dir.Rd +++ b/man/derive_var_atoxgr_dir.Rd @@ -11,7 +11,7 @@ derive_var_atoxgr_dir( meta_criteria, criteria_direction, get_unit_expr, - signif_dig = 15 + signif_dig = get_admiral_option("signif_digits") ) } \arguments{ @@ -63,7 +63,8 @@ for example, \code{get_unit_expr = extract_unit(PARAM)}.} \item{signif_dig}{Number of significant digits to use when comparing a lab value against another value. -Significant digits used to avoid floating point discrepancies when comparing numeric values.} +Significant digits used to avoid floating point discrepancies when comparing numeric values. +See blog: \href{https://pharmaverse.github.io/blog/posts/2023-10-30_floating_point/floating_point.html}{How admiral handles floating points}} } \value{ The input dataset with the character variable added diff --git a/man/get_admiral_option.Rd b/man/get_admiral_option.Rd index 6f1d691188..37e7f15d59 100644 --- a/man/get_admiral_option.Rd +++ b/man/get_admiral_option.Rd @@ -10,7 +10,7 @@ get_admiral_option(option) \item{option}{A character scalar of commonly used admiral function inputs. As of now, support only available for -"subject_keys". +"subject_keys" or "signif_digits". See \code{set_admiral_options()} for a description of the options.} } \value{ diff --git a/man/set_admiral_options.Rd b/man/set_admiral_options.Rd index 21e4d4e766..c4ab134551 100644 --- a/man/set_admiral_options.Rd +++ b/man/set_admiral_options.Rd @@ -4,12 +4,16 @@ \alias{set_admiral_options} \title{Set the Value of Admiral Options} \usage{ -set_admiral_options(subject_keys) +set_admiral_options(subject_keys, signif_digits) } \arguments{ \item{subject_keys}{Variables to uniquely identify a subject, defaults to \code{exprs(STUDYID, USUBJID)}. This option is used as default value for the \code{subject_keys} argument in all admiral functions.} + +\item{signif_digits}{Holds number of significant digits when comparing to numeric variables, +defaults to \code{15}. This option is used as default value for the \code{signif_dig} argument in +admiral functions \code{derive_var_atoxgr_dir()} and \code{derive_var_anrind()}.} } \value{ No return value, called for side effects. @@ -62,11 +66,24 @@ derive_param_exist_flag( PARAM = "Measurable Disease at Baseline" ) ) + +set_admiral_options(signif_digits = 14) + +# Derive ANRIND for ADVS +advs <- tribble( + ~PARAMCD, ~AVAL, ~ANRLO, ~ANRHI, + "DIABP", 59, 60, 80, + "SYSBP", 120, 90, 130, + "RESP", 21, 8, 20, +) + +derive_var_anrind(advs) + } \seealso{ \code{\link[=get_admiral_option]{get_admiral_option()}}, \code{\link[=derive_param_exist_flag]{derive_param_exist_flag()}},\code{\link[=derive_param_tte]{derive_param_tte()}}, \code{\link[=derive_var_dthcaus]{derive_var_dthcaus()}}, \code{\link[=derive_var_extreme_dtm]{derive_var_extreme_dtm()}}, \code{\link[=derive_vars_period]{derive_vars_period()}}, -\code{\link[=create_period_dataset]{create_period_dataset()}} +\code{\link[=create_period_dataset]{create_period_dataset()}}, \code{\link[=derive_var_atoxgr_dir]{derive_var_atoxgr_dir()}}, \code{\link[=derive_var_anrind]{derive_var_anrind()}} Other admiral_options: \code{\link{get_admiral_option}()} diff --git a/tests/testthat/test-derive_var_anrind.R b/tests/testthat/test-derive_var_anrind.R index 3fe0f8a4eb..061a65c2f1 100644 --- a/tests/testthat/test-derive_var_anrind.R +++ b/tests/testthat/test-derive_var_anrind.R @@ -3,16 +3,16 @@ ## Test 1: two-sided reference ranges work ---- test_that("derive_var_anrind Test 1: two-sided reference ranges work", { expected_output <- tibble::tribble( - ~USUBJID, ~PARAMCD, ~ASEQ, ~AVAL, ~ANRLO, ~ANRHI, ~A1LO, ~A1HI, ~ANRIND, - "P01", "PUL", 1, 70, 60, 100, 40, 110, "NORMAL", - "P01", "PUL", 2, 57, 60, 100, 40, 110, "LOW", - "P01", "PUL", 3, 60, 60, 100, 40, 110, "NORMAL", - "P01", "DIABP", 1, 102, 60, 80, 40, 90, "HIGH HIGH", - "P02", "PUL", 1, 109, 60, 100, 40, 110, "HIGH", - "P02", "PUL", 2, 100, 60, 100, 40, 110, "NORMAL", - "P02", "DIABP", 1, 80, 60, 80, 40, 90, "NORMAL", - "P03", "PUL", 1, 39, 60, 100, 40, 110, "LOW LOW", - "P03", "PUL", 2, 40, 60, 100, 40, 110, "LOW" + ~USUBJID, ~PARAMCD, ~ASEQ, ~AVAL, ~ANRLO, ~ANRHI, ~A1LO, ~A1HI, ~ANRIND, + "P01", "PUL", 1, 70, 60, 100, 40, 110, "NORMAL", + "P01", "PUL", 2, 57, 60, 100, 40, 110, "LOW", + "P01", "PUL", 3, 60, 60, 100, 40, 110, "NORMAL", + "P01", "DIABP", 1, 102, 60, 80, 40, 90, "HIGH HIGH", + "P02", "PUL", 1, 109, 60, 100, 40, 110, "HIGH", + "P02", "PUL", 2, 100, 60, 100, 40, 110, "NORMAL", + "P02", "DIABP", 1, 80, 60, 80, 40, 90, "NORMAL", + "P03", "PUL", 1, 39, 60, 100, 40, 110, "LOW LOW", + "P03", "PUL", 2, 40, 60, 100, 40, 110, "LOW" ) input <- select(expected_output, USUBJID:A1HI) @@ -26,16 +26,16 @@ test_that("derive_var_anrind Test 1: two-sided reference ranges work", { ## Test 2: explicitly requesting to use `A1LO` and `A1HI` works ---- test_that("derive_var_anrind Test 2: explicitly requesting to use `A1LO` and `A1HI` works", { expected_output <- tibble::tribble( - ~USUBJID, ~PARAMCD, ~ASEQ, ~AVAL, ~ANRLO, ~ANRHI, ~A1LO, ~A1HI, ~ANRIND, - "P01", "PUL", 1, 69, 60, 100, 40, 110, "NORMAL", - "P01", "PUL", 2, 55, 60, 100, 40, 110, "LOW", - "P01", "PUL", 3, 60, 60, 100, 40, 110, "NORMAL", - "P01", "DIABP", 1, 102, 60, 80, 40, 90, "HIGH HIGH", - "P02", "PUL", 1, 107, 60, 100, 40, 110, "HIGH", - "P02", "PUL", 2, 100, 60, 100, 40, 110, "NORMAL", - "P02", "DIABP", 1, 51, 60, 80, 40, 90, "LOW", - "P03", "PUL", 1, 32, 60, 100, 40, 110, "LOW LOW", - "P03", "PUL", 2, 107, 60, 100, 40, 110, "HIGH" + ~USUBJID, ~PARAMCD, ~ASEQ, ~AVAL, ~ANRLO, ~ANRHI, ~A1LO, ~A1HI, ~ANRIND, + "P01", "PUL", 1, 69, 60, 100, 40, 110, "NORMAL", + "P01", "PUL", 2, 55, 60, 100, 40, 110, "LOW", + "P01", "PUL", 3, 60, 60, 100, 40, 110, "NORMAL", + "P01", "DIABP", 1, 102, 60, 80, 40, 90, "HIGH HIGH", + "P02", "PUL", 1, 107, 60, 100, 40, 110, "HIGH", + "P02", "PUL", 2, 100, 60, 100, 40, 110, "NORMAL", + "P02", "DIABP", 1, 51, 60, 80, 40, 90, "LOW", + "P03", "PUL", 1, 32, 60, 100, 40, 110, "LOW LOW", + "P03", "PUL", 2, 107, 60, 100, 40, 110, "HIGH" ) input <- select(expected_output, USUBJID:A1HI) @@ -49,16 +49,16 @@ test_that("derive_var_anrind Test 2: explicitly requesting to use `A1LO` and `A1 ## Test 3: implicitly missing extreme ranges are supported ---- test_that("derive_var_anrind Test 3: implicitly missing extreme ranges are supported", { expected_output <- tibble::tribble( - ~USUBJID, ~PARAMCD, ~ASEQ, ~AVAL, ~ANRLO, ~ANRHI, ~ANRIND, - "P01", "PUL", 1, 70, 60, 100, "NORMAL", - "P01", "PUL", 2, 57, 60, 100, "LOW", - "P01", "PUL", 3, 60, 60, 100, "NORMAL", - "P01", "DIABP", 1, 102, 60, 80, "HIGH", - "P02", "PUL", 1, 109, 60, 100, "HIGH", - "P02", "PUL", 2, 100, 60, 100, "NORMAL", - "P02", "DIABP", 1, 80, 60, 80, "NORMAL", - "P03", "PUL", 1, 39, 60, 100, "LOW", - "P03", "PUL", 2, 40, 60, 100, "LOW" + ~USUBJID, ~PARAMCD, ~ASEQ, ~AVAL, ~ANRLO, ~ANRHI, ~ANRIND, + "P01", "PUL", 1, 70, 60, 100, "NORMAL", + "P01", "PUL", 2, 57, 60, 100, "LOW", + "P01", "PUL", 3, 60, 60, 100, "NORMAL", + "P01", "DIABP", 1, 102, 60, 80, "HIGH", + "P02", "PUL", 1, 109, 60, 100, "HIGH", + "P02", "PUL", 2, 100, 60, 100, "NORMAL", + "P02", "DIABP", 1, 80, 60, 80, "NORMAL", + "P03", "PUL", 1, 39, 60, 100, "LOW", + "P03", "PUL", 2, 40, 60, 100, "LOW" ) input <- select(expected_output, USUBJID:ANRHI) @@ -72,16 +72,16 @@ test_that("derive_var_anrind Test 3: implicitly missing extreme ranges are suppo ## Test 4: explicitly missing extreme ranges are supported ---- test_that("derive_var_anrind Test 4: explicitly missing extreme ranges are supported", { expected_output <- tibble::tribble( - ~USUBJID, ~PARAMCD, ~ASEQ, ~AVAL, ~ANRLO, ~ANRHI, ~A1LO, ~A1HI, ~ANRIND, - "P01", "PUL", 1, 70, 60, 100, NA, NA, "NORMAL", - "P01", "PUL", 2, 57, 60, 100, NA, NA, "LOW", - "P01", "PUL", 3, 60, 60, 100, NA, NA, "NORMAL", - "P01", "DIABP", 1, 102, 60, 80, 40, 90, "HIGH HIGH", - "P02", "PUL", 1, 109, 60, 100, NA, NA, "HIGH", - "P02", "PUL", 2, 100, 60, 100, NA, NA, "NORMAL", - "P02", "DIABP", 1, 80, 60, 80, 40, 90, "NORMAL", - "P03", "PUL", 1, 39, 60, 100, NA, NA, "LOW", - "P03", "PUL", 2, 40, 60, 100, NA, NA, "LOW" + ~USUBJID, ~PARAMCD, ~ASEQ, ~AVAL, ~ANRLO, ~ANRHI, ~A1LO, ~A1HI, ~ANRIND, + "P01", "PUL", 1, 70, 60, 100, NA, NA, "NORMAL", + "P01", "PUL", 2, 57, 60, 100, NA, NA, "LOW", + "P01", "PUL", 3, 60, 60, 100, NA, NA, "NORMAL", + "P01", "DIABP", 1, 102, 60, 80, 40, 90, "HIGH HIGH", + "P02", "PUL", 1, 109, 60, 100, NA, NA, "HIGH", + "P02", "PUL", 2, 100, 60, 100, NA, NA, "NORMAL", + "P02", "DIABP", 1, 80, 60, 80, 40, 90, "NORMAL", + "P03", "PUL", 1, 39, 60, 100, NA, NA, "LOW", + "P03", "PUL", 2, 40, 60, 100, NA, NA, "LOW" ) input <- select(expected_output, USUBJID:A1HI) @@ -95,16 +95,16 @@ test_that("derive_var_anrind Test 4: explicitly missing extreme ranges are suppo ## Test 5: one-sided reference ranges work ---- test_that("derive_var_anrind Test 5: one-sided reference ranges work", { expected_output <- tibble::tribble( - ~USUBJID, ~PARAMCD, ~ASEQ, ~AVAL, ~ANRLO, ~ANRHI, ~A1LO, ~A1HI, ~ANRIND, - "P01", "PUL", 1, 101, NA, 100, NA, 120, "HIGH", - "P01", "PUL", 2, 99, NA, 100, NA, 120, "NORMAL", - "P01", "PUL", 3, 123, NA, 100, NA, 120, "HIGH HIGH", - "P01", "DIABP", 1, 102, 60, NA, 40, NA, "NORMAL", - "P02", "PUL", 1, 109, NA, 100, NA, 120, "HIGH", - "P02", "PUL", 2, 100, NA, 100, NA, 120, "NORMAL", - "P02", "DIABP", 1, 58, 60, NA, 40, NA, "LOW", - "P03", "PUL", 1, 39, NA, 100, NA, 120, "NORMAL", - "P03", "PUL", 2, 40, NA, 100, NA, 120, "NORMAL" + ~USUBJID, ~PARAMCD, ~ASEQ, ~AVAL, ~ANRLO, ~ANRHI, ~A1LO, ~A1HI, ~ANRIND, + "P01", "PUL", 1, 101, NA, 100, NA, 120, "HIGH", + "P01", "PUL", 2, 99, NA, 100, NA, 120, "NORMAL", + "P01", "PUL", 3, 123, NA, 100, NA, 120, "HIGH HIGH", + "P01", "DIABP", 1, 102, 60, NA, 40, NA, "NORMAL", + "P02", "PUL", 1, 109, NA, 100, NA, 120, "HIGH", + "P02", "PUL", 2, 100, NA, 100, NA, 120, "NORMAL", + "P02", "DIABP", 1, 58, 60, NA, 40, NA, "LOW", + "P03", "PUL", 1, 39, NA, 100, NA, 120, "NORMAL", + "P03", "PUL", 2, 40, NA, 100, NA, 120, "NORMAL" ) input <- select(expected_output, USUBJID:A1HI) @@ -118,8 +118,8 @@ test_that("derive_var_anrind Test 5: one-sided reference ranges work", { ## Test 6: missing `AVAL` is handled properly ---- test_that("derive_var_anrind Test 6: missing `AVAL` is handled properly", { expected_output <- tibble::tribble( - ~USUBJID, ~PARAMCD, ~ASEQ, ~AVAL, ~ANRLO, ~ANRHI, ~ANRIND, - "P01", "PUL", 1, NA_real_, 60, 100, NA_character_ + ~USUBJID, ~PARAMCD, ~ASEQ, ~AVAL, ~ANRLO, ~ANRHI, ~ANRIND, + "P01", "PUL", 1, NA_real_, 60, 100, NA_character_ ) input <- select(expected_output, USUBJID:ANRHI) @@ -129,3 +129,36 @@ test_that("derive_var_anrind Test 6: missing `AVAL` is handled properly", { keys = c("USUBJID", "PARAMCD", "ASEQ") ) }) + +# Show floating point issue ---- +expected_output_fp <- tibble::tribble( + ~USUBJID, ~PARAMCD, ~ASEQ, ~AVAL, ~ANRLO, ~ANRHI, ~ANRIND, + "P01", "PUL", 1, 100, 60, 110, "NORMAL", +) %>% + mutate(AVAL = 1.1 * AVAL) + +input_fp <- select(expected_output_fp, USUBJID:ANRHI) + + +## Test 7: Show floating points handled properly ---- +test_that("derive_var_anrind Test 7: missing `AVAL` is handled properly", { + expect_dfs_equal( + derive_var_anrind(input_fp), + expected_output_fp, + keys = c("USUBJID", "PARAMCD", "ASEQ") + ) +}) + +## Test 8: Show floating points not handled correctly ---- +test_that("derive_var_anrind Test 8: Show floating points not handled correctly", { + # when SIGNIFICANT DIGITS = 17 then AVAL > ANRHI + # even though 1.1 * 100 should equal 110 + expected_output_fpx <- expected_output_fp %>% + mutate(ANRIND = "HIGH") + + expect_dfs_equal( + derive_var_anrind(input_fp, signif_dig = 17), + expected_output_fpx, + keys = c("USUBJID", "PARAMCD", "ASEQ") + ) +}) diff --git a/vignettes/lab_grading.Rmd b/vignettes/lab_grading.Rmd index 47103021ae..96c79072ff 100644 --- a/vignettes/lab_grading.Rmd +++ b/vignettes/lab_grading.Rmd @@ -87,7 +87,7 @@ When comparing numeric values, for example `AVAL > 1.1*ANRHI`, unexpected result due to floating point issues. To solve this issue {admiral} used the `signif()` function on both side of the equation, the number of significant digits used to compare is passed into the function `derive_var_atoxgr_dir()` via the argument `signif_dig`. Please see documentation of the -function for more details. +function for more details and the blog post [How admiral handles floating points](https://pharmaverse.github.io/blog/posts/2023-10-30_floating_point/floating_point.html) for more context. # Creating the lab grade From 492b44db97b9da3e80e3d06569e806ca570fa4b0 Mon Sep 17 00:00:00 2001 From: bms63 Date: Tue, 14 Nov 2023 13:35:50 +0000 Subject: [PATCH 29/98] [skip actions] Bump version to 0.12.3.9006 --- DESCRIPTION | 2 +- NEWS.md | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index ee85eb9095..ba74ea2e02 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,7 +1,7 @@ Type: Package Package: admiral Title: ADaM in R Asset Library -Version: 0.12.3.9005 +Version: 0.12.3.9006 Authors@R: c( person("Ben", "Straub", , "ben.x.straub@gsk.com", role = c("aut", "cre")), person("Stefan", "Bundfuss", role = "aut"), diff --git a/NEWS.md b/NEWS.md index 1404944e36..f68a9a056d 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,4 +1,4 @@ -# admiral 0.12.3.9005 version) +# admiral 0.12.3.9006 version) ## New Features From f495b8fd12b969dd0b7703b87e33957a0188898b Mon Sep 17 00:00:00 2001 From: cicdguy <26552821+cicdguy@users.noreply.github.com> Date: Tue, 14 Nov 2023 10:44:06 -0600 Subject: [PATCH 30/98] [skip vbump] Revert version in NEWS.md (#2233) Revert version in NEWS.md --- NEWS.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/NEWS.md b/NEWS.md index f68a9a056d..31146594da 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,4 +1,4 @@ -# admiral 0.12.3.9006 version) +# admiral (development version) ## New Features From 3036534d7e7080160f559ec3317089c10b5a19ee Mon Sep 17 00:00:00 2001 From: Daniel Sjoberg Date: Fri, 17 Nov 2023 10:09:01 -0800 Subject: [PATCH 31/98] Closes #2175 Added deprecation badges to args without it/updated admiraldev links (#2242) * added deprecation badges * updated admiraldev website links * url updates --- .github/CONTRIBUTING.md | 4 ++-- .github/pull_request_template.md | 8 ++++---- NEWS.md | 10 +++++----- R/derive_expected_records.R | 2 +- R/derive_locf_records.R | 2 +- R/derive_vars_aage.R | 2 +- README.md | 6 +++--- man/derive_expected_records.Rd | 2 +- man/derive_locf_records.Rd | 2 +- man/derive_vars_aage.Rd | 2 +- vignettes/admiral.Rmd | 2 +- vignettes/contribution_model.Rmd | 8 ++++---- vignettes/faq.Rmd | 4 ++-- 13 files changed, 27 insertions(+), 27 deletions(-) diff --git a/.github/CONTRIBUTING.md b/.github/CONTRIBUTING.md index 76d6e925a5..049dfc3d06 100644 --- a/.github/CONTRIBUTING.md +++ b/.github/CONTRIBUTING.md @@ -1,13 +1,13 @@ # Contribution to {admiral} -This outlines how to propose a change to the admiral package. For more detailed info about contributing to {admiral}, and other [pharmaverse packages](https://pharmaverse.org/), please see the [development process guide](https://pharmaverse.github.io/admiraldev/main/articles/development_process.html) as well as other Developer Guides in the Articles section of the [{admiral} website](https://pharmaverse.github.io/admiral/cran-release/index.html) +This outlines how to propose a change to the admiral package. For more detailed info about contributing to {admiral}, and other [pharmaverse packages](https://pharmaverse.org/), please see the [development process guide](https://pharmaverse.github.io/admiraldev/articles/development_process.html) as well as other Developer Guides in the Articles section of the [{admiral} website](https://pharmaverse.github.io/admiral/cran-release/index.html) # Basics * For each new contribution, the user creates an issue on the issue tab on [GitHub](https://github.com/pharmaverse/admiral/issues) to put it in our backlog. The issues can range from bug identification and/or fixes, enhancements to functions, documentation, tests or new features. * We advise you to contact us when an [issue](https://github.com/pharmaverse/admiral/issues) is created via [Slack](https://app.slack.com/client/T028PB489D3/C02M8KN8269) (If you don't have access, use this [link](https://join.slack.com/t/pharmaverse/shared_invite/zt-yv5atkr4-Np2ytJ6W_QKz_4Olo7Jo9A) to join). We can discuss details or align expectations if you are not familiar with the `{admiral}` philosophy and programming strategy. The team will try to review the issues within the next backlog meeting and give some initial feedback. Since we are not a 100% fully resourced software development team it might be that some issues will take longer to respond to depending on the amount of overall issues. - * Familiarize yourself with our [programming strategy](https://pharmaverse.github.io/admiraldev/main/articles/programming_strategy.html), guidance for [GitHub usage](https://pharmaverse.github.io/admiraldev/main/articles/git_usage.html) and [unit testing](https://pharmaverse.github.io/admiraldev/main/articles/unit_test_guidance.html). + * Familiarize yourself with our [programming strategy](https://pharmaverse.github.io/admiraldev/articles/programming_strategy.html), guidance for [GitHub usage](https://pharmaverse.github.io/admiraldev/articles/git_usage.html) and [unit testing](https://pharmaverse.github.io/admiraldev/articles/unit_test_guidance.html). * All newly [created issues](https://github.com/pharmaverse/admiral/issues) will be reviewed within the next backlog meeting and the creator will receive an initial feedback via a comment. Someone from the core development team will then triage new issues by assigning the appropriate labels (such as “user request” so we can easily identify new requests). diff --git a/.github/pull_request_template.md b/.github/pull_request_template.md index a0a47958ed..fb4053c383 100644 --- a/.github/pull_request_template.md +++ b/.github/pull_request_template.md @@ -1,12 +1,12 @@ -Thank you for your Pull Request! We have developed this task checklist from the [Development Process Guide](https://pharmaverse.github.io/admiraldev/devel/articles/development_process.html) to help with the final steps of the process. Completing the below tasks helps to ensure our reviewers can maximize their time on your code as well as making sure the admiral codebase remains robust and consistent. +Thank you for your Pull Request! We have developed this task checklist from the [Development Process Guide](https://pharmaverse.github.io/admiraldev/articles/development_process.html) to help with the final steps of the process. Completing the below tasks helps to ensure our reviewers can maximize their time on your code as well as making sure the admiral codebase remains robust and consistent. Please check off each taskbox as an acknowledgment that you completed the task or check off that it is not relevant to your Pull Request. This checklist is part of the Github Action workflows and the Pull Request will not be merged into the `devel` branch until you have checked off each task. - [ ] Place Closes # into the beginning of your Pull Request Title (Use Edit button in top-right if you need to update) - [ ] Code is formatted according to the [tidyverse style guide](https://style.tidyverse.org/). Run `styler::style_file()` to style R and Rmd files -- [ ] Updated relevant unit tests or have written new unit tests, which should consider realistic data scenarios and edge cases, e.g. empty datasets, errors, boundary cases etc. - See [Unit Test Guide](https://pharmaverse.github.io/admiraldev/devel/articles/unit_test_guidance.html#tests-should-be-robust-to-cover-realistic-data-scenarios) -- [ ] If you removed/replaced any function and/or function parameters, did you fully follow the [deprecation guidance](https://pharmaverse.github.io/admiraldev/devel/articles/programming_strategy.html#deprecation)? -- [ ] Update to all relevant roxygen headers and examples, including keywords and families. Refer to the [categorization of functions](https://pharmaverse.github.io/admiraldev/devel/articles/programming_strategy.html#categorization-of-functions) to tag appropriate keyword/family. +- [ ] Updated relevant unit tests or have written new unit tests, which should consider realistic data scenarios and edge cases, e.g. empty datasets, errors, boundary cases etc. - See [Unit Test Guide](https://pharmaverse.github.io/admiraldev/articles/unit_test_guidance.html#tests-should-be-robust-to-cover-realistic-data-scenarios) +- [ ] If you removed/replaced any function and/or function parameters, did you fully follow the [deprecation guidance](https://pharmaverse.github.io/admiraldev/articles/programming_strategy.html#deprecation)? +- [ ] Update to all relevant roxygen headers and examples, including keywords and families. Refer to the [categorization of functions](https://pharmaverse.github.io/admiraldev/articles/programming_strategy.html#categorization-of-functions) to tag appropriate keyword/family. - [ ] Run `devtools::document()` so all `.Rd` files in the `man` folder and the `NAMESPACE` file in the project root are updated appropriately - [ ] Address any updates needed for vignettes and/or templates - [ ] Update `NEWS.md` under the header `# admiral (development version)` if the changes pertain to a user-facing function (i.e. it has an `@export` tag) or documentation aimed at users (rather than developers) diff --git a/NEWS.md b/NEWS.md index 31146594da..6a05812368 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1106,9 +1106,9 @@ this case the day is imputed as `15` (#592) - README and site homepage has been updated with important new section around expectations of {admiral}, as well as other useful references such as links to conference talks (#868 & #802) -- New vignette [Development Process](https://pharmaverse.github.io/admiraldev/main/articles/development_process.html) and improvements made to contribution vignettes (#765 & #758) +- New vignette [Development Process](https://pharmaverse.github.io/admiraldev/articles/development_process.html) and improvements made to contribution vignettes (#765 & #758) -- Updated [Pull Request Review Guidance](https://pharmaverse.github.io/admiraldev/main/articles/pr_review_guidance.html) on using `task-list-completed` workflow (#817) +- Updated [Pull Request Review Guidance](https://pharmaverse.github.io/admiraldev/articles/pr_review_guidance.html) on using `task-list-completed` workflow (#817) ## Various @@ -1122,7 +1122,7 @@ this case the day is imputed as `15` (#592) - New vignette [Contributing to admiral](https://pharmaverse.github.io/admiral/articles/contribution_model.html) (#679) -- New vignette [Unit Test Guidance](https://pharmaverse.github.io/admiraldev/main/articles/unit_test_guidance.html) (#679) +- New vignette [Unit Test Guidance](https://pharmaverse.github.io/admiraldev/articles/unit_test_guidance.html) (#679) - Broken links in README have been fixed (#564) @@ -1181,9 +1181,9 @@ to specify the unit of the input age (#569) - New vignette [Queries Dataset Documentation](https://pharmaverse.github.io/admiral/articles/queries_dataset.html) (#561) -- New vignette [Writing Vignettes](https://pharmaverse.github.io/admiraldev/main/articles/writing_vignettes.html) (#334) +- New vignette [Writing Vignettes](https://pharmaverse.github.io/admiraldev/articles/writing_vignettes.html) (#334) -- New vignette [Pull Request Review Guidance](https://pharmaverse.github.io/admiraldev/main/articles/pr_review_guidance.html) (#554) +- New vignette [Pull Request Review Guidance](https://pharmaverse.github.io/admiraldev/articles/pr_review_guidance.html) (#554) - A section on handling missing values when working with {admiral} has been added to the "Get Started" vignette (#577) diff --git a/R/derive_expected_records.R b/R/derive_expected_records.R index 1369267729..f9aa97d887 100644 --- a/R/derive_expected_records.R +++ b/R/derive_expected_records.R @@ -6,7 +6,7 @@ #' @param dataset #' `r roxygen_param_dataset(expected_vars = c("dataset_ref", "by_vars"))` #' -#' @param dataset_expected_obs *Deprecated*, please use `dataset_ref` instead. +#' @param dataset_expected_obs `r lifecycle::badge("deprecated")` Please use `dataset_ref` instead. #' #' @param dataset_ref Expected observations dataset #' diff --git a/R/derive_locf_records.R b/R/derive_locf_records.R index 55339fb16c..eefa053838 100644 --- a/R/derive_locf_records.R +++ b/R/derive_locf_records.R @@ -6,7 +6,7 @@ #' @param dataset #' `r roxygen_param_dataset(expected_vars = c("by_vars", "analysis_var", "order", "keep_vars"))` #' -#' @param dataset_expected_obs *Deprecated*, please use `dataset_ref` instead. +#' @param dataset_expected_obs `r lifecycle::badge("deprecated")` Please use `dataset_ref` instead. #' #' @param dataset_ref Expected observations dataset #' diff --git a/R/derive_vars_aage.R b/R/derive_vars_aage.R index 18ad0c95f8..fb56fa80ac 100644 --- a/R/derive_vars_aage.R +++ b/R/derive_vars_aage.R @@ -35,7 +35,7 @@ #' #' Permitted Values: 'years', 'months', 'weeks', 'days', 'hours', 'minutes', 'seconds' #' -#' @param unit *Deprecated*, please use `age_unit` instead. +#' @param unit `r lifecycle::badge("deprecated")` Please use `age_unit` instead. #' #' @details The duration is derived as time from start to end date in the #' specified output unit. If the end date is before the start date, the duration diff --git a/README.md b/README.md index 3d328285c5..699e4c30c3 100644 --- a/README.md +++ b/README.md @@ -43,7 +43,7 @@ Phases: | ---------------- | ------------------------------------------------------------------------ | -------------------------------------------------------------------- | | Q4-2023 | December 4th | December 11th | | | [{pharmaversesdtm}](https://pharmaverse.github.io/pharmaversesdtm/main/) | [{admiralonco}](https://pharmaverse.github.io/admiralonco/) | -| | [{admiraldev}](https://pharmaverse.github.io/admiraldev/main/) | [{admiralophtha}](https://pharmaverse.github.io/admiralophtha/) | +| | [{admiraldev}](https://pharmaverse.github.io/admiraldev/) | [{admiralophtha}](https://pharmaverse.github.io/admiralophtha/) | | | [{admiral}](https://pharmaverse.github.io/admiral/) | | The `{admiral}` Q4-2023 release will officially be `{admiral}`'s version 1.0.0 release, where we commit to increased package maturity and pivot towards focusing on maintenance rather than new content. This does not mean that there will never be any new content in `{admiral}`, rather it means we will be more mindful about introducing new functionality and/or breaking changes. The release schedule in 2024 and onward will also shift to twice-yearly, rather than quarterly, so that our users have ample time to react to any new content and changes that do make it onto `{admiral}`. @@ -144,7 +144,7 @@ All `{admiral}` functions are easily findable. ### Readability -All `{admiral}` functions follow the [Programming Strategy](https://pharmaverse.github.io/admiraldev/main/articles/programming_strategy.html) +All `{admiral}` functions follow the [Programming Strategy](https://pharmaverse.github.io/admiraldev/articles/programming_strategy.html) that all our developers and contributors must follow, so that all our code has a high degree of consistency and readability. * We mandate use of tidyverse (e.g. dplyr) over similar functionality existing in base R. @@ -157,7 +157,7 @@ that all our developers and contributors must follow, so that all our code has a * Please go to [Get Started](https://pharmaverse.github.io/admiral/articles/admiral.html) section to start using `{admiral}` * Please see the [pharmaverse YouTube channel](https://www.youtube.com/channel/UCxQFEv8HNqM01DXzdQLCy6Q) for videos related to `{admiral}`. -* Please see the [Programming Strategy](https://pharmaverse.github.io/admiraldev/main/articles/programming_strategy.html) to understand how functions are created +* Please see the [Programming Strategy](https://pharmaverse.github.io/admiraldev/articles/programming_strategy.html) to understand how functions are created * Please see the [FAQ](https://pharmaverse.github.io/admiral/articles/faq.html) for the most frequent questions * Please see the [Contribution Model](https://pharmaverse.github.io/admiral/articles/contribution_model.html) for how to get involved with making contributions * Please see [FAQ: R and Package Versions](https://pharmaverse.github.io/admiral/articles/faq.html#why-do-we-use-a-certain-r-version-and-package-versions-for-development) for why we develop with certain R and package versions. diff --git a/man/derive_expected_records.Rd b/man/derive_expected_records.Rd index b66673c9dd..7c136658a0 100644 --- a/man/derive_expected_records.Rd +++ b/man/derive_expected_records.Rd @@ -17,7 +17,7 @@ derive_expected_records( The variables specified by the \code{dataset_ref} and \code{by_vars} argument(s) to be expected.} -\item{dataset_expected_obs}{\emph{Deprecated}, please use \code{dataset_ref} instead.} +\item{dataset_expected_obs}{\ifelse{html}{\href{https://lifecycle.r-lib.org/articles/stages.html#deprecated}{\figure{lifecycle-deprecated.svg}{options: alt='[Deprecated]'}}}{\strong{[Deprecated]}} Please use \code{dataset_ref} instead.} \item{dataset_ref}{Expected observations dataset diff --git a/man/derive_locf_records.Rd b/man/derive_locf_records.Rd index 8d606fdad4..61db9bed88 100644 --- a/man/derive_locf_records.Rd +++ b/man/derive_locf_records.Rd @@ -19,7 +19,7 @@ derive_locf_records( The variables specified by the \code{by_vars}, \code{analysis_var}, \code{order} and \code{keep_vars} argument(s) to be expected.} -\item{dataset_expected_obs}{\emph{Deprecated}, please use \code{dataset_ref} instead.} +\item{dataset_expected_obs}{\ifelse{html}{\href{https://lifecycle.r-lib.org/articles/stages.html#deprecated}{\figure{lifecycle-deprecated.svg}{options: alt='[Deprecated]'}}}{\strong{[Deprecated]}} Please use \code{dataset_ref} instead.} \item{dataset_ref}{Expected observations dataset diff --git a/man/derive_vars_aage.Rd b/man/derive_vars_aage.Rd index eebd490340..2575a97aeb 100644 --- a/man/derive_vars_aage.Rd +++ b/man/derive_vars_aage.Rd @@ -36,7 +36,7 @@ vector to a date object. Default: \code{RANDDT}} -\item{unit}{\emph{Deprecated}, please use \code{age_unit} instead.} +\item{unit}{\ifelse{html}{\href{https://lifecycle.r-lib.org/articles/stages.html#deprecated}{\figure{lifecycle-deprecated.svg}{options: alt='[Deprecated]'}}}{\strong{[Deprecated]}} Please use \code{age_unit} instead.} \item{age_unit}{Age unit diff --git a/vignettes/admiral.Rmd b/vignettes/admiral.Rmd index feee92b05c..998acca856 100644 --- a/vignettes/admiral.Rmd +++ b/vignettes/admiral.Rmd @@ -299,4 +299,4 @@ channel](https://app.slack.com/client/T028PB489D3/C02M8KN8269). - [Template scripts](https://github.com/pharmaverse/admiral/tree/main/inst/templates) -- [Programming Strategy](https://pharmaverse.github.io/admiraldev/main/articles/programming_strategy.html) +- [Programming Strategy](https://pharmaverse.github.io/admiraldev/articles/programming_strategy.html) diff --git a/vignettes/contribution_model.Rmd b/vignettes/contribution_model.Rmd index baf8ff6a51..bbd4668ae2 100644 --- a/vignettes/contribution_model.Rmd +++ b/vignettes/contribution_model.Rmd @@ -28,11 +28,11 @@ Our contribution model is still in a testing phase so we advise you to contact u * For each new contribution, the user creates an issue on the issue tab on [GitHub](https://github.com/pharmaverse/admiral/issues) to put it in our backlog. * Familiarize yourself with our [programming - strategy](https://pharmaverse.github.io/admiraldev/devel/articles/programming_strategy.html), + strategy](https://pharmaverse.github.io/admiraldev/articles/programming_strategy.html), guidance for [GitHub - usage](https://pharmaverse.github.io/admiraldev/devel/articles/git_usage.html) + usage](https://pharmaverse.github.io/admiraldev/articles/git_usage.html) and [unit - testing](https://pharmaverse.github.io/admiraldev/devel/articles/unit_test_guidance.html). + testing](https://pharmaverse.github.io/admiraldev/articles/unit_test_guidance.html). * All [created issues](https://github.com/pharmaverse/admiral/issues) will be reviewed within the next sprint and the creator will receive an initial feedback via a comment. Someone from the core development team will then triage new issues by assigning the appropriate labels (such as “user request” so we can easily identify new requests). @@ -50,7 +50,7 @@ Type 1 Contribution with Code: * First, the user creates an issue or comments on an existing issue to notify that they’d like to contribute code. * Follow our [development - process](https://pharmaverse.github.io/admiraldev/devel/articles/development_process.html) + process](https://pharmaverse.github.io/admiraldev/articles/development_process.html) step-by-step guide. * We advise to contact an `{admiral}` core development team directly via [Slack](https://app.slack.com/client/T028PB489D3/C02M8KN8269) before submitting code for complex functionality. diff --git a/vignettes/faq.Rmd b/vignettes/faq.Rmd index 33e7c59016..2cd8319434 100644 --- a/vignettes/faq.Rmd +++ b/vignettes/faq.Rmd @@ -95,7 +95,7 @@ knitr::opts_chunk$set( * Guidance for testing and documentation expectations of community contribution functions. Then it is for each company to cover the following: * validation to be able to use the package on company-specific SCE for GxP purposes and associated audit evidence * strategy of how the use of `{admiral}` fits into company-specific quality assurance process (double programming comparison versus your company-specific legacy ADaM solution could be appropriate until confidence builds) - * see our guidance on [unit testing](https://pharmaverse.github.io/admiraldev/main/articles/unit_test_guidance.html) + * see our guidance on [unit testing](https://pharmaverse.github.io/admiraldev/articles/unit_test_guidance.html) ##### Will **admiral provide harmonized define.xml** or submittable specifications for functions? @@ -116,7 +116,7 @@ knitr::opts_chunk$set( ##### Will there be a user/**contribution** guide? - * Our [programming strategy](https://pharmaverse.github.io/admiraldev/devel/articles/programming_strategy.html) serves as a framework + * Our [programming strategy](https://pharmaverse.github.io/admiraldev/articles/programming_strategy.html) serves as a framework for users how to create their own functions. * Please see the [contribution model website](contribution_model.html) for a detailed description how to contribute From 5c88844d4f94a45b3840aea0eb677b2beedf49b1 Mon Sep 17 00:00:00 2001 From: bms63 Date: Fri, 17 Nov 2023 18:09:49 +0000 Subject: [PATCH 32/98] [skip actions] Bump version to 0.12.3.9007 --- DESCRIPTION | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/DESCRIPTION b/DESCRIPTION index ba74ea2e02..a46818d70a 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,7 +1,7 @@ Type: Package Package: admiral Title: ADaM in R Asset Library -Version: 0.12.3.9006 +Version: 0.12.3.9007 Authors@R: c( person("Ben", "Straub", , "ben.x.straub@gsk.com", role = c("aut", "cre")), person("Stefan", "Bundfuss", role = "aut"), From f9fd46753bff057931781e570599b1639495956d Mon Sep 17 00:00:00 2001 From: Stefan Bundfuss <80953585+bundfussr@users.noreply.github.com> Date: Mon, 20 Nov 2023 14:24:27 +0100 Subject: [PATCH 33/98] Closes #2126 unify_joined: Remove too extensive documentation (#2237) * #2126 unify_joined: update arguments and tests of filter_joined() and derive_var_joined_exist_flag() * #2126 unify_joined: update examples for derive_var_joined_exist_flag() * #2126 unify_joined: documentation of filter_joined() and derive_var_joined_exist_flag() * #2126 unify_joined: update derive_vars_joined() * #2126 unify_joined: add get_joined_data(), update derive_extreme_event(), add tests * #2126 unify_joined: update templates * #2126 unify_joined: style files * #2126 unify_joined: update vignettes * #2126 unify_joined: update vignettes * #2126 unify_joined: style files * #2126 unify_joined: style files * #2126 unify_joined: remove commented out code * #2126 unify_joined: fix lintr issues * #2126 unify_joined: add example for first_cond_lower * #2126 unify_joined: update function documentation * #2126 unify_joined: style files * #2126 unify_joined: style files * #2126 unify_joined: update NEWS.md * #2126 unify_joined: improve documentation * #2126 unify_joined: add example to event_joined() * #2126 unify_joined: fix R-CMD check * #2126 unify_joined: check class of deprecation warning * #2126 unify_joined: improve documentation * #2126 unify_joined: style files * #2126 unify_joined: clean up globals.R * #2126 unify_joined: improve documentation * #2126 unify_joined: remove too extensive documentation --------- Co-authored-by: Jerry Johnson Co-authored-by: Ben Straub --- R/derive_joined.R | 32 -------------------------------- man/get_joined_data.Rd | 31 ------------------------------- 2 files changed, 63 deletions(-) diff --git a/R/derive_joined.R b/R/derive_joined.R index 9b38acf24b..5ed8cf0054 100644 --- a/R/derive_joined.R +++ b/R/derive_joined.R @@ -581,29 +581,6 @@ derive_vars_joined <- function(dataset, #' *Permitted Values*: list of expressions created by `exprs()`, e.g., #' `exprs(ADT, desc(AVAL))` or `NULL` #' -#' @param new_vars Variables to add -#' -#' The specified variables from the additional dataset are added to the output -#' dataset. Variables can be renamed by naming the element, i.e., `new_vars = -#' exprs( = )`. -#' -#' For example `new_vars = exprs(var1, var2)` adds variables `var1` and `var2` -#' from `dataset_add` to the input dataset. -#' -#' And `new_vars = exprs(var1, new_var2 = old_var2)` takes `var1` and -#' `old_var2` from `dataset_add` and adds them to the input dataset renaming -#' `old_var2` to `new_var2`. -#' -#' Values of the added variables can be modified by specifying an expression. -#' For example, `new_vars = LASTRSP = exprs(str_to_upper(AVALC))` adds the -#' variable `LASTRSP` to the dataset and sets it to the upper case value of -#' `AVALC`. -#' -#' If the argument is not specified or set to `NULL`, all variables from the -#' additional dataset (`dataset_add`) are added. -#' -#' *Permitted Values*: list of variables or named expressions created by `exprs()` -#' #' @param join_vars Variables to use from additional dataset #' #' Any extra variables required from the additional dataset for `filter_join` @@ -698,15 +675,6 @@ derive_vars_joined <- function(dataset, #' #' *Permitted Values*: a condition #' -#' @param mode Selection mode -#' -#' Determines if the first or last observation is selected. If the `order` -#' argument is specified, `mode` must be non-null. -#' -#' If the `order` argument is not specified, the `mode` argument is ignored. -#' -#' *Permitted Values*: `"first"`, `"last"`, `NULL` -#' #' @param check_type Check uniqueness? #' #' If `"warning"` or `"error"` is specified, the specified message is issued diff --git a/man/get_joined_data.Rd b/man/get_joined_data.Rd index b82c96a808..054a5996dc 100644 --- a/man/get_joined_data.Rd +++ b/man/get_joined_data.Rd @@ -158,37 +158,6 @@ contains more than one observation for any of the observations of the input dataset. \emph{Permitted Values}: \code{"none"}, \code{"warning"}, \code{"error"}} - -\item{new_vars}{Variables to add - -The specified variables from the additional dataset are added to the output -dataset. Variables can be renamed by naming the element, i.e., \verb{new_vars = exprs( = )}. - -For example \code{new_vars = exprs(var1, var2)} adds variables \code{var1} and \code{var2} -from \code{dataset_add} to the input dataset. - -And \code{new_vars = exprs(var1, new_var2 = old_var2)} takes \code{var1} and -\code{old_var2} from \code{dataset_add} and adds them to the input dataset renaming -\code{old_var2} to \code{new_var2}. - -Values of the added variables can be modified by specifying an expression. -For example, \code{new_vars = LASTRSP = exprs(str_to_upper(AVALC))} adds the -variable \code{LASTRSP} to the dataset and sets it to the upper case value of -\code{AVALC}. - -If the argument is not specified or set to \code{NULL}, all variables from the -additional dataset (\code{dataset_add}) are added. - -\emph{Permitted Values}: list of variables or named expressions created by \code{exprs()}} - -\item{mode}{Selection mode - -Determines if the first or last observation is selected. If the \code{order} -argument is specified, \code{mode} must be non-null. - -If the \code{order} argument is not specified, the \code{mode} argument is ignored. - -\emph{Permitted Values}: \code{"first"}, \code{"last"}, \code{NULL}} } \description{ The helper function joins the data for the "joined" functions. All \code{.join} From 18d9a3834ff717516dc33ce7fcd6ea95140db03b Mon Sep 17 00:00:00 2001 From: bms63 Date: Mon, 20 Nov 2023 13:25:17 +0000 Subject: [PATCH 34/98] [skip actions] Bump version to 0.12.3.9008 --- DESCRIPTION | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/DESCRIPTION b/DESCRIPTION index a46818d70a..51eccaa110 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,7 +1,7 @@ Type: Package Package: admiral Title: ADaM in R Asset Library -Version: 0.12.3.9007 +Version: 0.12.3.9008 Authors@R: c( person("Ben", "Straub", , "ben.x.straub@gsk.com", role = c("aut", "cre")), person("Stefan", "Bundfuss", role = "aut"), From faf852bfa365d5d3f01865a762fa9a56dcd8d269 Mon Sep 17 00:00:00 2001 From: Kangjie Zhang <47867131+kaz462@users.noreply.github.com> Date: Mon, 20 Nov 2023 11:08:36 -0500 Subject: [PATCH 35/98] Closes #2196: move dev process from admiraldev (#2228) * #2196: move dev process from admiraldev * #2196: update wordlist/remove testing phase * Update vignettes/contribution_model.Rmd Co-authored-by: Ben Straub * Update vignettes/contribution_model.Rmd Co-authored-by: Ben Straub * Update vignettes/contribution_model.Rmd Co-authored-by: Ben Straub * update NEWS/WORDLIST/contribution_model * update contribution_model/wordlist * Empty commit * Empty commit --------- Co-authored-by: Ben Straub --- NEWS.md | 3 + inst/WORDLIST | 6 +- vignettes/contribution_model.Rmd | 174 ++++++++++++++++++++++++------- 3 files changed, 142 insertions(+), 41 deletions(-) diff --git a/NEWS.md b/NEWS.md index 6a05812368..99190446a8 100644 --- a/NEWS.md +++ b/NEWS.md @@ -140,6 +140,9 @@ Reference tab. (#2174) - The meaning of `date_imputation = "mid"` was clarified in the documentation of the imputation functions, e.g., `derive_vars_dtm()`. (#2222) +- Moved Development Process from `admiraldev` to Contribution Model in the +`admiral` website, updated GitHub strategy. (#2196) + ## Various - Website now has button/links to Slack channel and GitHub Issues (#2127) diff --git a/inst/WORDLIST b/inst/WORDLIST index 3ce278f947..53936308ee 100644 --- a/inst/WORDLIST +++ b/inst/WORDLIST @@ -357,4 +357,8 @@ xpt admiraldev admiralophtha admiralvaccine - +Changelog +DAIDS +Pharmaverse +Phosphatase +onboarding diff --git a/vignettes/contribution_model.Rmd b/vignettes/contribution_model.Rmd index bbd4668ae2..825f11d1c1 100644 --- a/vignettes/contribution_model.Rmd +++ b/vignettes/contribution_model.Rmd @@ -6,6 +6,9 @@ output: vignette: > %\VignetteIndexEntry{Contribution to {admiral}} %\VignetteEngine{knitr::rmarkdown} +editor_options: + markdown: + wrap: 72 --- ```{r setup, include = FALSE} @@ -13,54 +16,145 @@ knitr::opts_chunk$set( collapse = TRUE, comment = "#>" ) - -library(admiraldev) ``` -# Introduction - -This vignette gives you an overview of the anticipated contribution model. -The goal is to enable users of `{admiral}` to contribute and test the contribution model for `{admiral}`. Adjustments might be made over time. - -Our contribution model is still in a testing phase so we advise you to contact us when an issue is created via [Slack](https://app.slack.com/client/T028PB489D3/C02M8KN8269) _(If you don't have access, use this [link](https://join.slack.com/t/pharmaverse/shared_invite/zt-yv5atkr4-Np2ytJ6W_QKz_4Olo7Jo9A) to join)_. We can discuss details or align expectations if you are not familiar with the `{admiral}` philosophy and programming strategy. The team will try to review the issues within the next sprint and give some initial feedback. Since we are not a 100% fully resourced software development team it might be that some issues will take longer to respond to depending on the amount of overall issues. +# Introduction + +This vignette gives you an overview on how you can contribute to +`{admiral}`. We try to align to best practices used in other R packages' +development processes - so veteran developers should be familiar with +our processes. However, we do deviate slightly from some best practices +and we advise all new contributors to review our contribution model. + +We advise you to contact us when an issue is created via +[Slack](https://app.slack.com/client/T028PB489D3/C02M8KN8269) *(If you +don't have access, use this +[link](https://join.slack.com/t/pharmaverse/shared_invite/zt-yv5atkr4-Np2ytJ6W_QKz_4Olo7Jo9A) +to join)*. We can discuss details or align expectations if you are not +familiar with the `{admiral}` philosophy and programming strategy. The +team will review the issues and give some initial feedback. Since we are +not a 100% fully resourced software development team it might be that +some issues will take longer to respond to depending on the amount of +overall issues. + +Check out our YouTube video for [contributor +onboarding](https://www.youtube.com/watch?v=YcDxBmlpykw&t=6s), where we +use a dummy issue in the demo to illustrate our development process. # Basics - * For each new contribution, the user creates an issue on the issue tab on [GitHub](https://github.com/pharmaverse/admiral/issues) to put it in our backlog. - - * Familiarize yourself with our [programming - strategy](https://pharmaverse.github.io/admiraldev/articles/programming_strategy.html), - guidance for [GitHub - usage](https://pharmaverse.github.io/admiraldev/articles/git_usage.html) - and [unit - testing](https://pharmaverse.github.io/admiraldev/articles/unit_test_guidance.html). - - * All [created issues](https://github.com/pharmaverse/admiral/issues) will be reviewed within the next sprint and the creator will receive an initial feedback via a comment. Someone from the core development team will then triage new issues by assigning the appropriate labels (such as “user request” so we can easily identify new requests). - - * Issues are meant to be taken on by users from the Pharma programming - community and not exclusively by the `{admiral}` team from GSK and Roche. - -# Contribution Model -```{r echo=FALSE, out.width='120%'} -knitr::include_graphics("./admiral_contribution_model.png") -``` +🦋 For each new contribution, the user creates an issue on the issue tab +on [GitHub](https://github.com/pharmaverse/admiral/issues) to put it in +our backlog. -Type 1 Contribution with Code: +🦋 Familiarize yourself with our [programming +strategy](https://pharmaverse.github.io/admiraldev/articles/programming_strategy.html), +guidance for [GitHub +usage](https://pharmaverse.github.io/admiraldev/articles/git_usage.html) +and [unit +testing](https://pharmaverse.github.io/admiraldev/articles/unit_test_guidance.html). - * First, the user creates an issue or comments on an existing issue to notify that they’d like to contribute code. - - * Follow our [development - process](https://pharmaverse.github.io/admiraldev/articles/development_process.html) - step-by-step guide. - - * We advise to contact an `{admiral}` core development team directly via [Slack](https://app.slack.com/client/T028PB489D3/C02M8KN8269) before submitting code for complex functionality. +🦋 All [created issues](https://github.com/pharmaverse/admiral/issues) +will be reviewed and the creator will receive an initial feedback via a +comment. Someone from the core development team will then triage new +issues by assigning the appropriate labels (such as "user request" so we +can easily identify new requests). +🦋 Issues are meant to be taken on by users from the Pharma programming +community and not exclusively by the `{admiral}` team from GSK and +Roche. -Type 2 Contribution without Code: - - * User creates an issue and ideally contacts an `{admiral}` team member via [Slack](https://app.slack.com/client/T028PB489D3/C02M8KN8269). - - * The `{admiral}` core development team will contact the issue creator as soon as possible to discuss further details. - +# Contribution Model +```{r echo=FALSE, out.width='120%'} +knitr::include_graphics("./admiral_contribution_model.png") +``` +⭐ Type 1 Contribution without Code: + +💬 User creates an issue and ideally contacts an `{admiral}` team member +via [Slack](https://app.slack.com/client/T028PB489D3/C02M8KN8269). + +💬 The `{admiral}` core development team will contact the issue creator +as soon as possible to discuss further details. + +⭐ Type 2 Contribution with Code: + +🕐 User creates an issue or comments on an existing issue to notify that +they'd like to contribute code. + +🕑 We advise to contact the `{admiral}` core development team directly +via [Slack](https://app.slack.com/client/T028PB489D3/C02M8KN8269) before +submitting code for complex functionality. + +🕒 Once an issue is assigned to you by admiral core development team, +follow our step-by-step guide in the development process section below, +or checkout the [admiral contributor onboarding YouTube +video](https://www.youtube.com/watch?v=YcDxBmlpykw&t=6s). + +## Development Process + +If you decide to contribute with code and you're ready to make your +first code contribution, this development process step-by-step guide +will help tie all the other detailed vignettes together to give you the +simplest experience of helping to grow and enhance our codebase. + +1. Create a new feature branch from the development branch `main` + following the naming convention and pull the latest changes - as + detailed on the [GitHub + usage](git_usage.html#working-with-feature-branches-1) guide. +2. Familiarize yourself with the `{admiral}` [programming + strategy](programming_strategy.html), and then make the required + code updates. +3. Before making a pull request, check the [Pull Request Review + Guidance](pr_review_guidance.html) & the following checklist of + common things developers miss: + a. Is all your code formatted according to the + [tidyverse](https://style.tidyverse.org/) style guide? + b. Did you create/add appropriate [unit + tests](unit_test_guidance.html#writing-unit-tests-in-admiral)? + c. If you removed/replaced any function and/or function parameters, + did you fully follow the [deprecation + guidance](programming_strategy.html#deprecation)? + d. Did you update the + [documentation](programming_strategy.html#function-header-documentation)? + If so, remember to run `devtools::document()` and include the + updated `NAMESPACE` and `.Rd` files in `man/` + e. Does your code update have any impact on the [ADaM + template](https://pharmaverse.github.io/admiral/cran-release/articles/admiral.html#starting-a-script) + R scripts stored in `inst/templates`? + f. Does your code update have any impact on the vignettes stored in + vignettes? + g. Did you update the Changelog `NEWS.md`? + h. Did you build `{admiral}` site `pkgdown::build_site()` and check + that all affected examples are displayed correctly and that all + new functions occur on the + "[Reference](../reference/index.html)" page? +4. Once happy with all the updates, make a [pull + request](git_usage.html#pull-request) to merge to the `main` branch + and link the issue so that it closes after successful merging. +5. Check that there are no merge conflicts. If there are any, fix them + before requesting review. See [solving merge + conflicts](git_usage.html#solving-merge-conflicts-in-the-terminal-on-rstudio) + guidance. +6. Check the results of the automated `R-CMD check` and `lintr` checks + and if any issues consult this + [guide](pr_review_guidance.html#common-r-cmd-check-issues). +7. Assign a reviewer from the `{admiral}` core development team -- this + could be anyone you discussed the issue with previously via Slack or + GitHub. If unsure, add a comment that the pull request is ready for + review and add the `@pharmaverse/admiral` tag to it. +8. Once the review is completed, the reviewer will merge the PR and + this will then automatically delete the feature branch. + +*Finally, just a note to say from the core developers that we hugely +appreciate you taking the time to contribute to `{admiral}`. Don't be +offended if during review we send requests back to you, as the +expectations are high so that we can ensure the `{admiral}` codebase +remains robust and consistent. The best way to learn here is always to +jump in and get involved, so please don't be afraid you'll make mistakes +along the way -- we all have and continue to do so, and that's what the +reviews are for. Also if ever you get stuck don't hesitate to reach out +for support via the [Slack +channel](https://app.slack.com/client/T028PB489D3/C02M8KN8269). +**Welcome to our `{admiral}` community!*** From e11104a5be340dae0e753841ea0f50b7af0f4788 Mon Sep 17 00:00:00 2001 From: bms63 Date: Mon, 20 Nov 2023 16:09:31 +0000 Subject: [PATCH 36/98] [skip actions] Bump version to 0.12.3.9009 --- DESCRIPTION | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/DESCRIPTION b/DESCRIPTION index 51eccaa110..1fb812da5f 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,7 +1,7 @@ Type: Package Package: admiral Title: ADaM in R Asset Library -Version: 0.12.3.9008 +Version: 0.12.3.9009 Authors@R: c( person("Ben", "Straub", , "ben.x.straub@gsk.com", role = c("aut", "cre")), person("Stefan", "Bundfuss", role = "aut"), From 780029fb576543e5b558bfc6a9ff8c0064240b9e Mon Sep 17 00:00:00 2001 From: Edoardo Mancini <53403957+manciniedoardo@users.noreply.github.com> Date: Tue, 21 Nov 2023 17:10:07 +0000 Subject: [PATCH 37/98] Closes #2186 TERMID -> TERMNUM, TERMNAME -> TERMCHAR (#2241) * #2186 TERMID -> TERMNUM, TERMNAME -> TERMCHAR * #2186 chroe: styling and tests * #2186 chore: roxygen * Test commit to retrigger workflow * Undo test commit * #2186 term_renaming: align sdg --------- Co-authored-by: Bundfuss, Stefan {MDBB~Basel} --- NEWS.md | 8 ++++++ R/create_query_data.R | 28 +++++++++--------- R/derive_vars_query.R | 30 ++++++++++---------- R/globals.R | 4 +-- data/queries.rda | Bin 767 -> 2087 bytes data/queries_mh.rda | Bin 745 -> 2004 bytes inst/WORDLIST | 4 +-- inst/example_scripts/example_query_source.R | 4 +-- man/assert_terms.Rd | 2 +- man/assert_valid_queries.Rd | 8 +++--- man/create_query_data.Rd | 12 ++++---- man/derive_vars_query.Rd | 6 ++-- man/query.Rd | 10 +++---- tests/testthat/test-create_query_data.R | 26 ++++++++--------- tests/testthat/test-derive_vars_query.R | 30 ++++++++++---------- tests/testthat/test-user_utils.R | 4 +-- vignettes/occds.Rmd | 12 ++++---- vignettes/queries_dataset.Rmd | 28 +++++++++--------- 18 files changed, 112 insertions(+), 104 deletions(-) diff --git a/NEWS.md b/NEWS.md index 99190446a8..aac18166a0 100644 --- a/NEWS.md +++ b/NEWS.md @@ -125,6 +125,14 @@ order = exprs(my_order_var), - `derive_var_ontrtfl(span_period)` - The `derive_param_extreme_record()` function has been superseded in favor of `derive_extreme_event()`. (#2141) + +- `create_query_data()` and `derive_vars_query()` updated to rename variables in + query data set as follows: (#2186) + + - `TERMNAME` to `TERMCHAR` + - `TERMID` to `TERMNUM` + + Users need to adjust their `get_terms()` function accordingly. ## Documentation diff --git a/R/create_query_data.R b/R/create_query_data.R index 0b272a8ba4..8d491d4c45 100644 --- a/R/create_query_data.R +++ b/R/create_query_data.R @@ -31,9 +31,9 @@ #' #' - `SRCVAR`: the variable to be used for defining a term of the basket, #' e.g., `AEDECOD` -#' - `TERMNAME`: the name of the term if the variable `SRCVAR` is +#' - `TERMCHAR`: the name of the term if the variable `SRCVAR` is #' referring to is character -#' - `TERMID` the numeric id of the term if the variable `SRCVAR` is +#' - `TERMNUM` the numeric id of the term if the variable `SRCVAR` is #' referring to is numeric #' - `GRPNAME`: the name of the basket. The values must be the same for #' all observations. @@ -56,7 +56,7 @@ #' @details #' #' For each `query()` object listed in the `queries` argument, the terms belonging -#' to the query (`SRCVAR`, `TERMNAME`, `TERMID`) are determined with respect +#' to the query (`SRCVAR`, `TERMCHAR`, `TERMNUM`) are determined with respect #' to the `definition` field of the query: if the definition field of the #' `query()` object is #' @@ -86,8 +86,8 @@ #' equals `FALSE` for all baskets or none of the queries is an basket , the variable #' is not created. #' * `SRCVAR`: Name of the variable used to identify the terms. -#' * `TERMNAME`: Value of the term variable if it is a character variable. -#' * `TERMID`: Value of the term variable if it is a numeric variable. +#' * `TERMCHAR`: Value of the term variable if it is a character variable. +#' * `TERMNUM`: Value of the term variable if it is a numeric variable. #' * `VERSION`: Set to the value of the `version` argument. If it is not #' specified, the variable is not created. #' @@ -111,7 +111,7 @@ #' #' # creating a query dataset for a customized query #' cqterms <- tribble( -#' ~TERMNAME, ~TERMID, +#' ~TERMCHAR, ~TERMNUM, #' "APPLICATION SITE ERYTHEMA", 10003041L, #' "APPLICATION SITE PRURITUS", 10003053L #' ) %>% @@ -468,17 +468,17 @@ assert_db_requirements <- function(version, version_arg_name, fun, fun_arg_name, #' * An `basket_select()` object is specified to select a query from the SMQ #' database. #' -#' * A data frame with columns `SRCVAR` and `TERMNAME` or `TERMID` can +#' * A data frame with columns `SRCVAR` and `TERMCHAR` or `TERMNUM` can #' be specified to define the terms of a customized query. The `SRCVAR` #' should be set to the name of the variable which should be used to select #' the terms, e.g., `"AEDECOD"` or `"AELLTCD"`. `SRCVAR` does not need #' to be constant within a query. For example a query can be based on #' `AEDECOD` and `AELLT`. #' -#' If `SRCVAR` refers to a character variable, `TERMNAME` should be set -#' to the value the variable. If it refers to a numeric variable, `TERMID` +#' If `SRCVAR` refers to a character variable, `TERMCHAR` should be set +#' to the value the variable. If it refers to a numeric variable, `TERMNUM` #' should be set to the value of the variable. If only character variables -#' or only numeric variables are used, `TERMID` or `TERMNAME` respectively +#' or only numeric variables are used, `TERMNUM` or `TERMCHAR` respectively #' can be omitted. #' #' * A list of data frames and `basket_select()` objects can be specified to @@ -529,7 +529,7 @@ assert_db_requirements <- function(version, version_arg_name, fun, fun_arg_name, #' #' # creating a query for a customized query #' cqterms <- tribble( -#' ~TERMNAME, ~TERMID, +#' ~TERMCHAR, ~TERMNUM, #' "APPLICATION SITE ERYTHEMA", 10003041L, #' "APPLICATION SITE PRURITUS", 10003053L #' ) %>% @@ -713,7 +713,7 @@ validate_query <- function(obj) { #' - `terms` is not a data frame, #' - `terms` has zero observations, #' - the `SRCVAR` variable is not in `terms`, -#' - neither the `TERMNAME` nor the `TERMID` variable is in `terms`, +#' - neither the `TERMCHAR` nor the `TERMNUM` variable is in `terms`, #' - `expect_grpname == TRUE` and the `GRPNAME` variable is not in `terms`, #' - `expect_grpid == TRUE` and the `GRPID` variable is not in `terms`, #' @@ -784,10 +784,10 @@ assert_terms <- function(terms, ) } } - if (!"TERMNAME" %in% vars && !"TERMID" %in% vars) { + if (!"TERMCHAR" %in% vars && !"TERMNUM" %in% vars) { abort( paste0( - "Variable `TERMNAME` or `TERMID` is required.\n", + "Variable `TERMCHAR` or `TERMNUM` is required.\n", "None of them is in ", source_text, ".\n", diff --git a/R/derive_vars_query.R b/R/derive_vars_query.R index ca9025f8d3..c3ddc2394e 100644 --- a/R/derive_vars_query.R +++ b/R/derive_vars_query.R @@ -18,9 +18,9 @@ #' "SCN" variable will be created. #' #' For each record in `dataset`, the "NAM" variable takes the value of -#' `GRPNAME` if the value of `TERMNAME` or `TERMID` in `dataset_queries` matches +#' `GRPNAME` if the value of `TERMCHAR` or `TERMNUM` in `dataset_queries` matches #' the value of the respective SRCVAR in `dataset`. -#' Note that `TERMNAME` in `dataset_queries` dataset may be NA only when `TERMID` +#' Note that `TERMCHAR` in `dataset_queries` dataset may be NA only when `TERMNUM` #' is non-NA and vice versa. #' The "CD", "SC", and "SCN" variables are derived accordingly based on #' `GRPID`, `SCOPE`, and `SCOPEN` respectively, @@ -29,7 +29,7 @@ #' @param dataset `r roxygen_param_dataset()` #' #' @param dataset_queries A dataset containing required columns `PREFIX`, -#' `GRPNAME`, `SRCVAR`, `TERMNAME`, `TERMID`, and optional columns +#' `GRPNAME`, `SRCVAR`, `TERMCHAR`, `TERMNUM`, and optional columns #' `GRPID`, `SCOPE`, `SCOPEN`. #' #' The content of the dataset will be verified by [assert_valid_queries()]. @@ -111,7 +111,7 @@ derive_vars_query <- function(dataset, dataset_queries) { # queries restructured queries_wide <- dataset_queries %>% mutate( - TERMNAME = toupper(TERMNAME), + TERMCHAR = toupper(TERMCHAR), PREFIX_NAM = paste0(PREFIX, "NAM") ) %>% pivot_wider(names_from = PREFIX_NAM, values_from = GRPNAME) %>% @@ -123,12 +123,12 @@ derive_vars_query <- function(dataset, dataset_queries) { pivot_wider(names_from = PREFIX_SCN, values_from = SCOPEN) %>% select(-PREFIX) %>% # determine join column based on type of SRCVAR - # numeric -> TERMID, character -> TERMNAME, otherwise -> error + # numeric -> TERMNUM, character -> TERMCHAR, otherwise -> error mutate( tmp_col_type = vapply(dataset[SRCVAR], typeof, character(1)), TERM_NAME_ID = case_when( - tmp_col_type == "character" ~ TERMNAME, - tmp_col_type %in% c("double", "integer") ~ as.character(TERMID), + tmp_col_type == "character" ~ TERMCHAR, + tmp_col_type %in% c("double", "integer") ~ as.character(TERMNUM), TRUE ~ NA_character_ ) ) @@ -196,10 +196,10 @@ derive_vars_query <- function(dataset, dataset_queries) { #' - `SCOPE`, 'BROAD', 'NARROW', or NA #' - `SCOPEN`, 1, 2, or NA #' - `SRCVAR`, e.g., `"AEDECOD"`, `"AELLT"`, `"AELLTCD"`, ... -#' - `TERMNAME`, character, could be NA only at those observations -#' where `TERMID` is non-NA -#' - `TERMID`, integer, could be NA only at those observations -#' where `TERMNAME` is non-NA +#' - `TERMCHAR`, character, could be NA only at those observations +#' where `TERMNUM` is non-NA +#' - `TERMNUM`, integer, could be NA only at those observations +#' where `TERMCHAR` is non-NA #' #' @param queries A data.frame. #' @@ -220,7 +220,7 @@ assert_valid_queries <- function(queries, queries_name) { # check required columns assert_data_frame( queries, - required_vars = exprs(PREFIX, GRPNAME, SRCVAR, TERMNAME, TERMID) + required_vars = exprs(PREFIX, GRPNAME, SRCVAR, TERMCHAR, TERMNUM) ) # check duplicate rows @@ -294,10 +294,10 @@ assert_valid_queries <- function(queries, queries_name) { } # check illegal term name - if (any(is.na(queries$TERMNAME) & is.na(queries$TERMID)) || - any(queries$TERMNAME == "" & is.na(queries$TERMID))) { + if (any(is.na(queries$TERMCHAR) & is.na(queries$TERMNUM)) || + any(queries$TERMCHAR == "" & is.na(queries$TERMNUM))) { abort(paste0( - "Either `TERMNAME` or `TERMID` need to be specified", + "Either `TERMCHAR` or `TERMNUM` need to be specified", " in `", queries_name, "`. ", "They both cannot be NA or empty." )) diff --git a/R/globals.R b/R/globals.R index 01b3deeb0c..13ece91965 100644 --- a/R/globals.R +++ b/R/globals.R @@ -122,8 +122,8 @@ globalVariables(c( "VAR_CHECK", "TERM", "SRCVAR", - "TERMID", - "TERMNAME", + "TERMNUM", + "TERMCHAR", "TERM_NAME_ID", "TERM_UPPER", "atoxgr_criteria_ctcv4", diff --git a/data/queries.rda b/data/queries.rda index b6ddbe870eaf160d283f0fe5bb04e1c9f69c1bfe..60234d13e3ee489714f5e8f732fba29896c560f3 100644 GIT binary patch literal 2087 zcmc&#-EPw`6!w17c9qb8O-u+e`36mz)Uh!@+`5U^T1xE9Nyo|!3T+CJ+62;csCSe0 z5?t~kJQObgoU~5q%*NP+AkvA?=kuLE$FZe#yk9-8B7~OE^5P;|GC)N}%Ri{SKrjPf z0WG5y7|S0$aCh&9y5Tv8yHAw!6<~j!R)9SD)4Ak@K8f{g z-lG7y$8)WPH7iU9L6-EBw^0X&Ct;iomG8eaZL+~&6o)k@>_$Nrc5!q3KFQvV( zeJ%0>J+d2zqd^i!SyX(uKcH;rQOu-2iGa|pe1o6DOP7Vc+UGer1N{u4$0xafzMTvD z^aX?K^d~`R!##C2_E5}yfc6~ zw(GVK){Nu%%xT$BI&a`6@C2v2$L57$88;;*9xcAfMx(`Sn=oFh!?vW@YjaBqhpM#q z9I#S}517}4L9^Z=mc=~5w>%7E9#*-n5=&A}Y)pJ9+-6%%uM_)-3Y$pmO5sz+g~y7u ztWIsrhnb(-|I#ge3Z$z9D6s9%U4cd%4Dt(bvd=53tdc9~0XtTx+>kCOvlTD^vSPIi z&lGOaWN89;5yX?`5s?a2d@3EYIm6`~^OmEPvyvtscZ!noUKjJ8;FS5Q5sgki7#4NI gML)UEOWB+L>uyh>B|u88c7rU~>7~#sg!`7u4>^pRX8-^I literal 767 zcmVuusA$iXuka4>-R6PQSOO-~PQ42Ik@`c$52pUNYs&XF^ zLjJ(v2&TlC^@DSEyWJrM9hQc`=7rG}6QQRv+eJC_7hPA{@5OlDyEuF$7vgaL%ihUx zk3X1;=|S_gNONd+A#P+s3gwuZ5Z+EER8 z1L-P36LE1Wqjy}^op+7wBetY$$j!CEB9*H6WSw9xjEhXDx|g+$p|9oavzRiF=Lv^F zwzL)&s&kmJO5#&CONGOZkxYfEIY{~#xhl5=Q$my1n?fS_;3=jo8nVuM3M8l)nPqg+ zPG-@z(iKUq8p7OaV-+H_FvCv9V$KSue`6t8cx_V>nX^qu%vdQEE30PD&AOShTX8g{ zIaDxZ6ckULe^FAg)}dxGDNiU7QHY5U>ru&^45lZ}91K}7F&Qt9=taavK$Ov(A}U#c zLzVd9>QVs`2%JPDM@lW#L&{GpBBVtHpTu1!2(*V3mqAVEIP~>ArKb%D`6-Nw70M%o zVz7xxghozHg8@MhjN;&saxF#$xpEw^{->>Ya>&YG6w{oS5q38)1cqf9hPz3^B&XAm x`Z2&!BpKo{4n!Ko0)ob_uVzfiT4rDw+~drl!tlsRw2*&`xgwk>NC+T3`hW-rRviEU diff --git a/data/queries_mh.rda b/data/queries_mh.rda index 7382fe1dc20993e675c3791daa9a3df423156edd..d186f5793dd391323c400239a153746a94bea446 100644 GIT binary patch literal 2004 zcmcgtTWi}e6jm=z)4;AR8)K~KWfTh8+I5A!Dz+L6Y{`|KuGvfR5@$8U_U1Spc`Njf z>^JTQY&%Y*l6k$*GHN){`E(0k%ZrO>$p94@onXKD0l^G_1+tES=^6DiK^&- zvNo$3+v9jR4CA!f3iCX|{v_?^SrVz#x1_(WMkoC|O2Z*$>1aF{#JxC5dlMD=R^*q} z$X*(alPrykSa0056oej>r}hkfsW@n3=`JCX$*UlHmRho_D(iNiio zs~T#(O*xgyR*CYe#f0Z~abS0)U>0sWgj<-jxR5S!RI06(BZPIq@dM^|94MW)u?;-I zY1L!n(y)x1k`kZlO?ck!FvlT`H(PM_DE7PDlES4b?K2mwRN{T++b~qDPl#nPU+_&I z!&rt@ZjXp1DJKplffSzIRnzOlIi$iN5_?hvlyTuRy_SucjRi1s&AmJW<4sa|uZ%QI zq7nF&hqA9^B(fdBvi literal 745 zcmV0leD5s{W`BCUWqeD#qXaEfW0iXZ@I~dFDh^jxwuDrLOb}^hoWYwE#R>SfU#a5QY6SP$HWP*?Zx` z#PtqW=LaCEsPF3f4jp%z}nM0hzX#1r`uw$zHP9zIYCBvW9`>7diwT@|s81i{U@4 zhfMfC!4d~i>-_b71jTBz}j=QmxKN6E|$y6Q8BA|zCrB_Sa}^W~h{mLCPf9cuiX|%AnYJ_AJejPtl2Mdt7%oGTOLF!VI>}O@n6oYu z5rZZJ0wLL!Y(Qe5o-B4@X<)*_pyx;03DE%5vEVGA#rbLp78xN0DAW-_T?HZK#8HBX z4uN46UU?sLq7>86PKS~!g-D%52q{V2GPw$++A$U4E~yM%r3Gdb6d8lGA| zMg&%^Ll@3v3(I2YmlTRh2lCPJUoeu9Chje^l>OuPl? bz&*wQ#_pnL3`q@gU-5S&Q-ui!HlPELN54j8 diff --git a/inst/WORDLIST b/inst/WORDLIST index 53936308ee..996f0dde1d 100644 --- a/inst/WORDLIST +++ b/inst/WORDLIST @@ -221,8 +221,8 @@ TADJ TADJAE TDOSE TDURD -TERMID -TERMNAME +TERMNUM +TERMCHAR TID TLFs TMF diff --git a/inst/example_scripts/example_query_source.R b/inst/example_scripts/example_query_source.R index 96ffbae0b3..9e502cc292 100644 --- a/inst/example_scripts/example_query_source.R +++ b/inst/example_scripts/example_query_source.R @@ -3,11 +3,11 @@ # GRPID, could be NULL # SCOPE, ‘BROAD’, ‘NARROW’, or NULL # SRCVAR, e.g., AEDECOD, AELLT, ... -# TERMNAME, non NULL +# TERMCHAR, non NULL queries <- tibble::tribble( ~PREFIX, ~GRPNAME, ~GRPID, ~SCOPE, - ~SCOPEN, ~SRCVAR, ~TERMNAME, ~TERMID, + ~SCOPEN, ~SRCVAR, ~TERMCHAR, ~TERMNUM, "CQ01", "Dermatologic events", NA_integer_, NA_character_, NA_integer_, "AELLT", "APPLICATION SITE ERYTHEMA", NA_integer_, "CQ01", "Dermatologic events", NA_integer_, NA_character_, diff --git a/man/assert_terms.Rd b/man/assert_terms.Rd index ca69eff34f..3c4b6a841f 100644 --- a/man/assert_terms.Rd +++ b/man/assert_terms.Rd @@ -21,7 +21,7 @@ An error is issued if \item \code{terms} is not a data frame, \item \code{terms} has zero observations, \item the \code{SRCVAR} variable is not in \code{terms}, -\item neither the \code{TERMNAME} nor the \code{TERMID} variable is in \code{terms}, +\item neither the \code{TERMCHAR} nor the \code{TERMNUM} variable is in \code{terms}, \item \code{expect_grpname == TRUE} and the \code{GRPNAME} variable is not in \code{terms}, \item \code{expect_grpid == TRUE} and the \code{GRPID} variable is not in \code{terms}, } diff --git a/man/assert_valid_queries.Rd b/man/assert_valid_queries.Rd index 925bc6c63d..ec035eb142 100644 --- a/man/assert_valid_queries.Rd +++ b/man/assert_valid_queries.Rd @@ -26,10 +26,10 @@ Check if the dataset has the following columns \item \code{SCOPE}, 'BROAD', 'NARROW', or NA \item \code{SCOPEN}, 1, 2, or NA \item \code{SRCVAR}, e.g., \code{"AEDECOD"}, \code{"AELLT"}, \code{"AELLTCD"}, ... -\item \code{TERMNAME}, character, could be NA only at those observations -where \code{TERMID} is non-NA -\item \code{TERMID}, integer, could be NA only at those observations -where \code{TERMNAME} is non-NA +\item \code{TERMCHAR}, character, could be NA only at those observations +where \code{TERMNUM} is non-NA +\item \code{TERMNUM}, integer, could be NA only at those observations +where \code{TERMCHAR} is non-NA } } \examples{ diff --git a/man/create_query_data.Rd b/man/create_query_data.Rd index 4a6e14e02f..c1624d4882 100644 --- a/man/create_query_data.Rd +++ b/man/create_query_data.Rd @@ -35,9 +35,9 @@ The output dataset must contain the following variables. \itemize{ \item \code{SRCVAR}: the variable to be used for defining a term of the basket, e.g., \code{AEDECOD} -\item \code{TERMNAME}: the name of the term if the variable \code{SRCVAR} is +\item \code{TERMCHAR}: the name of the term if the variable \code{SRCVAR} is referring to is character -\item \code{TERMID} the numeric id of the term if the variable \code{SRCVAR} is +\item \code{TERMNUM} the numeric id of the term if the variable \code{SRCVAR} is referring to is numeric \item \code{GRPNAME}: the name of the basket. The values must be the same for all observations. @@ -69,7 +69,7 @@ in the \code{derive_vars_query()} function as defined in the \href{../articles/q } \details{ For each \code{query()} object listed in the \code{queries} argument, the terms belonging -to the query (\code{SRCVAR}, \code{TERMNAME}, \code{TERMID}) are determined with respect +to the query (\code{SRCVAR}, \code{TERMCHAR}, \code{TERMNUM}) are determined with respect to the \code{definition} field of the query: if the definition field of the \code{query()} object is \itemize{ @@ -99,8 +99,8 @@ equals \code{FALSE}, the variable is set to \code{NA}. If the \code{add_scope_nu equals \code{FALSE} for all baskets or none of the queries is an basket , the variable is not created. \item \code{SRCVAR}: Name of the variable used to identify the terms. -\item \code{TERMNAME}: Value of the term variable if it is a character variable. -\item \code{TERMID}: Value of the term variable if it is a numeric variable. +\item \code{TERMCHAR}: Value of the term variable if it is a character variable. +\item \code{TERMNUM}: Value of the term variable if it is a numeric variable. \item \code{VERSION}: Set to the value of the \code{version} argument. If it is not specified, the variable is not created. } @@ -113,7 +113,7 @@ library(admiral) # creating a query dataset for a customized query cqterms <- tribble( - ~TERMNAME, ~TERMID, + ~TERMCHAR, ~TERMNUM, "APPLICATION SITE ERYTHEMA", 10003041L, "APPLICATION SITE PRURITUS", 10003053L ) \%>\% diff --git a/man/derive_vars_query.Rd b/man/derive_vars_query.Rd index 33452967df..516586d5bf 100644 --- a/man/derive_vars_query.Rd +++ b/man/derive_vars_query.Rd @@ -10,7 +10,7 @@ derive_vars_query(dataset, dataset_queries) \item{dataset}{Input dataset} \item{dataset_queries}{A dataset containing required columns \code{PREFIX}, -\code{GRPNAME}, \code{SRCVAR}, \code{TERMNAME}, \code{TERMID}, and optional columns +\code{GRPNAME}, \code{SRCVAR}, \code{TERMCHAR}, \code{TERMNUM}, and optional columns \code{GRPID}, \code{SCOPE}, \code{SCOPEN}. The content of the dataset will be verified by \code{\link[=assert_valid_queries]{assert_valid_queries()}}. @@ -42,9 +42,9 @@ be created; if \code{SCOPEN} is not "" or NA, then the corresponding "SCN" variable will be created. For each record in \code{dataset}, the "NAM" variable takes the value of -\code{GRPNAME} if the value of \code{TERMNAME} or \code{TERMID} in \code{dataset_queries} matches +\code{GRPNAME} if the value of \code{TERMCHAR} or \code{TERMNUM} in \code{dataset_queries} matches the value of the respective SRCVAR in \code{dataset}. -Note that \code{TERMNAME} in \code{dataset_queries} dataset may be NA only when \code{TERMID} +Note that \code{TERMCHAR} in \code{dataset_queries} dataset may be NA only when \code{TERMNUM} is non-NA and vice versa. The "CD", "SC", and "SCN" variables are derived accordingly based on \code{GRPID}, \code{SCOPE}, and \code{SCOPEN} respectively, diff --git a/man/query.Rd b/man/query.Rd index 3efe0bfdaf..e004de2e96 100644 --- a/man/query.Rd +++ b/man/query.Rd @@ -42,17 +42,17 @@ There are three different ways to define the terms: \itemize{ \item An \code{basket_select()} object is specified to select a query from the SMQ database. -\item A data frame with columns \code{SRCVAR} and \code{TERMNAME} or \code{TERMID} can +\item A data frame with columns \code{SRCVAR} and \code{TERMCHAR} or \code{TERMNUM} can be specified to define the terms of a customized query. The \code{SRCVAR} should be set to the name of the variable which should be used to select the terms, e.g., \code{"AEDECOD"} or \code{"AELLTCD"}. \code{SRCVAR} does not need to be constant within a query. For example a query can be based on \code{AEDECOD} and \code{AELLT}. -If \code{SRCVAR} refers to a character variable, \code{TERMNAME} should be set -to the value the variable. If it refers to a numeric variable, \code{TERMID} +If \code{SRCVAR} refers to a character variable, \code{TERMCHAR} should be set +to the value the variable. If it refers to a numeric variable, \code{TERMNUM} should be set to the value of the variable. If only character variables -or only numeric variables are used, \code{TERMID} or \code{TERMNAME} respectively +or only numeric variables are used, \code{TERMNUM} or \code{TERMCHAR} respectively can be omitted. \item A list of data frames and \code{basket_select()} objects can be specified to define a customized query based on custom terms and SMQs. The data frames @@ -100,7 +100,7 @@ query( # creating a query for a customized query cqterms <- tribble( - ~TERMNAME, ~TERMID, + ~TERMCHAR, ~TERMNUM, "APPLICATION SITE ERYTHEMA", 10003041L, "APPLICATION SITE PRURITUS", 10003053L ) \%>\% diff --git a/tests/testthat/test-create_query_data.R b/tests/testthat/test-create_query_data.R index 42dd86bead..935c004690 100644 --- a/tests/testthat/test-create_query_data.R +++ b/tests/testthat/test-create_query_data.R @@ -11,7 +11,7 @@ get_smq <- function(basket_select, if (is.null(basket_select$name)) { basket_select$name <- paste("SMQ name of", basket_select$id) } - terms <- tibble(TERMNAME = paste(basket_select$name, "Term", c(1:end), "(", version, ")")) + terms <- tibble(TERMCHAR = paste(basket_select$name, "Term", c(1:end), "(", version, ")")) terms <- mutate(terms, SRCVAR = "AEDECOD", GRPNAME = basket_select$name) if (keep_id) { mutate(terms, GRPID = 42) @@ -24,7 +24,7 @@ get_sdg <- function(basket_select, version, keep_id = FALSE, temp_env) { - terms <- tibble(TERMNAME = paste(basket_select$name, "Term", c(1:4))) + terms <- tibble(TERMCHAR = paste(basket_select$name, "Term", c(1:4))) terms <- mutate(terms, SRCVAR = "CMDECOD", GRPNAME = basket_select$name) if (keep_id) { mutate(terms, GRPID = 42) @@ -34,7 +34,7 @@ get_sdg <- function(basket_select, } cqterms <- tibble::tribble( - ~TERMNAME, ~TERMID, + ~TERMCHAR, ~TERMNUM, "APPLICATION SITE ERYTHEMA", 10003041L, "APPLICATION SITE PRURITUS", 10003053L ) %>% @@ -59,7 +59,7 @@ test_that("create_query_data Test 1: customized query defined by terms", { expect_dfs_equal( base = expected_output, compare = actual_output, - keys = c("PREFIX", "TERMNAME") + keys = c("PREFIX", "TERMCHAR") ) }) @@ -117,7 +117,7 @@ test_that("create_query_data Test 2: customized query defined by SMQs", { expect_dfs_equal( base = expected_output, compare = actual_output, - keys = c("PREFIX", "TERMNAME") + keys = c("PREFIX", "TERMCHAR") ) }) @@ -176,7 +176,7 @@ test_that("create_query_data Test 3: customized query defined by terms and SMQs" expect_dfs_equal( base = expected_output, compare = actual_output, - keys = c("PREFIX", "TERMNAME") + keys = c("PREFIX", "TERMCHAR") ) }) @@ -247,7 +247,7 @@ test_that("SMQs Test 4: SMQs", { expect_dfs_equal( base = expected_output, compare = actual_output, - keys = c("PREFIX", "TERMNAME") + keys = c("PREFIX", "TERMCHAR") ) }) @@ -310,7 +310,7 @@ test_that("SDGs Test 6: SDGs", { expect_dfs_equal( base = expected_output, compare = actual_output, - keys = c("PREFIX", "TERMNAME") + keys = c("PREFIX", "TERMCHAR") ) }) @@ -393,16 +393,16 @@ test_that("assert_terms Test 11: assert_terms: error: SRCVAR missing", { ) }) -# assert_terms: error: TERMNAME and TERMID missing ---- -## Test 12: assert_terms: error: TERMNAME and TERMID missing ---- -test_that("assert_terms Test 12: assert_terms: error: TERMNAME and TERMID missing", { +# assert_terms: error: TERMCHAR and TERMNUM missing ---- +## Test 12: assert_terms: error: TERMCHAR and TERMNUM missing ---- +test_that("assert_terms Test 12: assert_terms: error: TERMCHAR and TERMNUM missing", { expect_error( assert_terms( terms = select(cqterms, SRCVAR), source_text = "my test data" ), regexp = paste0( - "Variable `TERMNAME` or `TERMID` is required.\n", + "Variable `TERMCHAR` or `TERMNUM` is required.\n", "None of them is in my test data.\nProvided variables: `SRCVAR`" ), fixed = TRUE @@ -427,7 +427,7 @@ test_that("assert_terms Test 13: assert_terms: error: no data frame", { test_that("assert_terms Test 14: assert_terms: error: no observations", { expect_error( assert_terms( - terms = filter(cqterms, TERMID == 42), + terms = filter(cqterms, TERMNUM == 42), source_text = "object returned by calling get_my_smq" ), regexp = "object returned by calling get_my_smq does not contain any observations.", diff --git a/tests/testthat/test-derive_vars_query.R b/tests/testthat/test-derive_vars_query.R index 0a08574866..7777f9336b 100644 --- a/tests/testthat/test-derive_vars_query.R +++ b/tests/testthat/test-derive_vars_query.R @@ -3,14 +3,14 @@ test_that("derive_vars_query Test 1: Derive CQ and SMQ variables with two term levels", { # nolint start queries <- tibble::tribble( - ~PREFIX, ~GRPNAME, ~GRPID, ~SCOPE, ~SCOPEN, ~SRCVAR, ~TERMNAME, + ~PREFIX, ~GRPNAME, ~GRPID, ~SCOPE, ~SCOPEN, ~SRCVAR, ~TERMCHAR, "CQ01", "Immune-Mediated Hepatitis (Diagnosis and Lab Abnormalities)", 20000008, "NARROW", 1, "AEDECOD", "ALANINE AMINOTRANSFERASE ABNORMAL", "CQ01", "Immune-Mediated Hepatitis (Diagnosis and Lab Abnormalities)", 20000008, "NARROW", 1, "AEDECOD", "AMMONIA ABNORMALL", "SMQ03", "Immune-Mediated Hypothyroidism", 20000161, "NARROW", 1, "AEDECOD", "BASEDOW'S DISEASE", "SMQ05", "Immune-Mediated Pneumonitis", NA, "NARROW", 1, "AEDECOD", "ALVEOLAR PROTEINOSIS", "CQ06", "Some query", 11111, NA, NA, "AELLT", "SOME TERM" ) %>% dplyr::mutate( - TERMID = as.integer(as.factor(.data$TERMNAME)) + TERMNUM = as.integer(as.factor(.data$TERMCHAR)) ) adae <- tibble::tribble( @@ -38,9 +38,9 @@ test_that("derive_vars_query Test 1: Derive CQ and SMQ variables with two term l ## Test 2: Derive when no unique key excluding `SRCVAR` columns ---- test_that("derive_vars_query Test 2: Derive when no unique key excluding `SRCVAR` columns", { query <- tibble::tribble( - ~PREFIX, ~GRPNAME, ~SRCVAR, ~TERMNAME, ~GRPID, ~TERMID, - "CQ42", "My Query", "AEDECOD", "PTSI", 1, NA_real_, - "CQ42", "My Query", "AELLT", "LLTSI", 1, NA_real_ + ~PREFIX, ~GRPNAME, ~SRCVAR, ~TERMCHAR, ~GRPID, ~TERMNUM, + "CQ42", "My Query", "AEDECOD", "PTSI", 1, NA_real_, + "CQ42", "My Query", "AELLT", "LLTSI", 1, NA_real_ ) my_ae <- tibble::tribble( @@ -67,9 +67,9 @@ test_that("derive_vars_query Test 2: Derive when no unique key excluding `SRCVAR ## Test 3: Derive when an adverse event is in multiple baskets ---- test_that("derive_vars_query Test 3: Derive when an adverse event is in multiple baskets", { query <- tibble::tribble( - ~PREFIX, ~GRPNAME, ~SRCVAR, ~TERMNAME, ~GRPID, ~TERMID, - "CQ40", "My Query 1", "AEDECOD", "PTSI", 1, NA_real_, - "CQ42", "My Query 2", "AELLT", "LLTSI", 2, NA_real_ + ~PREFIX, ~GRPNAME, ~SRCVAR, ~TERMCHAR, ~GRPID, ~TERMNUM, + "CQ40", "My Query 1", "AEDECOD", "PTSI", 1, NA_real_, + "CQ42", "My Query 2", "AELLT", "LLTSI", 2, NA_real_ ) my_ae <- tibble::tribble( @@ -97,7 +97,7 @@ test_that("derive_vars_query Test 3: Derive when an adverse event is in multiple ## Test 4: Derive when no GRPID or SCOPE column ---- test_that("derive_vars_query Test 4: Derive when no GRPID or SCOPE column", { query <- tibble::tribble( - ~PREFIX, ~GRPNAME, ~SRCVAR, ~TERMNAME, ~TERMID, + ~PREFIX, ~GRPNAME, ~SRCVAR, ~TERMCHAR, ~TERMNUM, "CQ42", "My Query", "AEDECOD", "PTSI", NA_real_, "CQ42", "My Query", "AELLT", "LLTSI", NA_real_ ) @@ -123,10 +123,10 @@ test_that("derive_vars_query Test 4: Derive when no GRPID or SCOPE column", { expect_equal(expected_output, actual_output) }) -## Test 5: Derive decides between TERMNAME and TERMID based on type ---- -test_that("derive_vars_query Test 5: Derive decides between TERMNAME and TERMID based on type", { +## Test 5: Derive decides between TERMCHAR and TERMNUM based on type ---- +test_that("derive_vars_query Test 5: Derive decides between TERMCHAR and TERMNUM based on type", { query <- tibble::tribble( - ~PREFIX, ~GRPNAME, ~SRCVAR, ~TERMNAME, ~GRPID, ~TERMID, + ~PREFIX, ~GRPNAME, ~SRCVAR, ~TERMCHAR, ~GRPID, ~TERMNUM, "CQ40", "My Query 1", "AEDECOD", "PTSI", 1, NA, "CQ42", "My Query 2", "AELLTCD", NA_character_, 2, 1 ) @@ -159,7 +159,7 @@ test_that("derive_vars_query Test 5: Derive decides between TERMNAME and TERMID ## Test 6: assert_valid_queries checks ---- test_that("assert_valid_queries Test 6: assert_valid_queries checks", { query <- tibble::tribble( - ~PREFIX, ~GRPNAME, ~SRCVAR, ~TERMNAME, ~GRPID, ~TERMID, + ~PREFIX, ~GRPNAME, ~SRCVAR, ~TERMCHAR, ~GRPID, ~TERMNUM, "CQ40", "My Query 1", "AEDECOD", "PTSI", 1, NA, "CQ42", "My Query 2", "AELLTCD", NA_character_, 2, 1 ) @@ -214,11 +214,11 @@ test_that("assert_valid_queries Test 6: assert_valid_queries checks", { expect_error( assert_valid_queries( - mutate(query, TERMNAME = c(NA, NA)), + mutate(query, TERMCHAR = c(NA, NA)), "test" ), regexp = paste( - "Either `TERMNAME` or `TERMID` need to be specified in `test`.", + "Either `TERMCHAR` or `TERMNUM` need to be specified in `test`.", "They both cannot be NA or empty." ) ) diff --git a/tests/testthat/test-user_utils.R b/tests/testthat/test-user_utils.R index 5f6d44b060..9ad60b6bb3 100644 --- a/tests/testthat/test-user_utils.R +++ b/tests/testthat/test-user_utils.R @@ -170,7 +170,7 @@ test_that("print.source Test 14: `source` objects containing `source` objects", ## Test 15: `source` objects containing `data.frame` ---- test_that("print.source Test 15: `source` objects containing `data.frame`", { cqterms <- tibble::tribble( - ~TERMNAME, ~TERMID, + ~TERMCHAR, ~TERMNUM, "APPLICATION SITE ERYTHEMA", 10003041L, "APPLICATION SITE PRURITUS", 10003053L ) %>% @@ -188,7 +188,7 @@ test_that("print.source Test 15: `source` objects containing `data.frame`", { "add_scope_num: FALSE", "definition:", "# A tibble: 2 x 3", - " TERMNAME TERMID SRCVAR ", + " TERMCHAR TERMNUM SRCVAR ", " ", "1 APPLICATION SITE ERYTHEMA 10003041 AEDECOD", "2 APPLICATION SITE PRURITUS 10003053 AEDECOD" diff --git a/vignettes/occds.Rmd b/vignettes/occds.Rmd index 517ac3cf0d..9608f9a42c 100644 --- a/vignettes/occds.Rmd +++ b/vignettes/occds.Rmd @@ -456,12 +456,12 @@ Standardized Drug Groupings (SDG). ```{r, eval=TRUE} sdg <- tibble::tribble( - ~PREFIX, ~GRPNAME, ~GRPID, ~SCOPE, ~SCOPEN, ~SRCVAR, ~TERMNAME, ~TERMID, - "SDG01", "Diuretics", 11, "BROAD", 1, "CMDECOD", "Diuretic 1", NA, - "SDG01", "Diuretics", 11, "BROAD", 1, "CMDECOD", "Diuretic 2", NA, - "SDG02", "Costicosteroids", 12, "BROAD", 1, "CMDECOD", "Costicosteroid 1", NA, - "SDG02", "Costicosteroids", 12, "BROAD", 1, "CMDECOD", "Costicosteroid 2", NA, - "SDG02", "Costicosteroids", 12, "BROAD", 1, "CMDECOD", "Costicosteroid 3", NA, + ~PREFIX, ~GRPNAME, ~GRPID, ~SCOPE, ~SCOPEN, ~SRCVAR, ~TERMCHAR, ~TERMNUM, + "SDG01", "Diuretics", 11, "BROAD", 1, "CMDECOD", "Diuretic 1", NA, + "SDG01", "Diuretics", 11, "BROAD", 1, "CMDECOD", "Diuretic 2", NA, + "SDG02", "Costicosteroids", 12, "BROAD", 1, "CMDECOD", "Costicosteroid 1", NA, + "SDG02", "Costicosteroids", 12, "BROAD", 1, "CMDECOD", "Costicosteroid 2", NA, + "SDG02", "Costicosteroids", 12, "BROAD", 1, "CMDECOD", "Costicosteroid 3", NA, ) adcm <- tibble::tribble( ~USUBJID, ~ASTDTM, ~CMDECOD, diff --git a/vignettes/queries_dataset.Rmd b/vignettes/queries_dataset.Rmd index 81f4f33e99..55904701cb 100644 --- a/vignettes/queries_dataset.Rmd +++ b/vignettes/queries_dataset.Rmd @@ -48,9 +48,9 @@ Variable | Scope | Type | Example Value ------- | ----- | ------ | ----- **PREFIX** | The prefix used to define the grouping variables | Character | `"SMQ01"` **GRPNAME** | The value provided to the grouping variables name| Character | `"Immune-Mediated Guillain-Barre Syndrome"` -**SRCVAR** | The variable used to define the grouping. Used in conjunction with TERMNAME | Character | `"AEDECOD"` -**TERMNAME** | A term used to define the grouping. Used in conjunction with SRCVAR | Character | `"GUILLAIN-BARRE SYNDROME"` -**TERMID** | A code used to define the grouping. Used in conjunction with SRCVAR | Integer | `10018767` +**SRCVAR** | The variable used to define the grouping. Used in conjunction with TERMCHAR | Character | `"AEDECOD"` +**TERMCHAR** | A term used to define the grouping. Used in conjunction with SRCVAR | Character | `"GUILLAIN-BARRE SYNDROME"` +**TERMNUM** | A code used to define the grouping. Used in conjunction with SRCVAR | Integer | `10018767` GRPID | Id number of the query. This could be a SMQ identifier | Integer | `20000131` SCOPE | Scope (Broad/Narrow) of the query | Character | `BROAD`, `NARROW`, `NA` SCOPEN | Scope (Broad/Narrow) of the query | Integer | `1`, `2`, `NA` @@ -66,7 +66,7 @@ are in line. Each row must be unique within the dataset. -As described above, the variables `PREFIX`, `GRPNAME`, `SRCVAR`, `TERMNAME` and `TERMID` are required. +As described above, the variables `PREFIX`, `GRPNAME`, `SRCVAR`, `TERMCHAR` and `TERMNUM` are required. The combination of these variables will allow the creation of the grouping variable. ### Input @@ -82,11 +82,11 @@ The combination of these variables will allow the creation of the grouping varia + Different `SRCVAR` variables may be specified within a `PREFIX`. - + `TERMNAME` must be a character string. - This **must** be populated if `TERMID` is missing. + + `TERMCHAR` must be a character string. + This **must** be populated if `TERMNUM` is missing. - + `TERMID` must be an integer. - This **must** be populated if `TERMNAME` is missing. + + `TERMNUM` must be an integer. + This **must** be populated if `TERMCHAR` is missing. @@ -104,28 +104,28 @@ The combination of these variables will allow the creation of the grouping varia + `SRCVAR` will be used to identify the variables from `dataset` used to perform the grouping (e.g. `AEDECOD`,`AEBODSYS`, `AELLTCD`). - + `TERMNAME` (for character variables), `TERMID` (for numeric variables) will be used to identify the records meeting the criteria in `dataset` based on the variable defined in `SRCVAR`. + + `TERMCHAR` (for character variables), `TERMNUM` (for numeric variables) will be used to identify the records meeting the criteria in `dataset` based on the variable defined in `SRCVAR`. + **Result:** - + For each record in `dataset`, where the variable defined by `SRCVAR` match a term from the `TERMNAME` (for character variables) or `TERMID` (for numeric variables) in the `datasets_queries`, `ABCzzNAM` is populated with `GRPNAME`. + + For each record in `dataset`, where the variable defined by `SRCVAR` match a term from the `TERMCHAR` (for character variables) or `TERMNUM` (for numeric variables) in the `datasets_queries`, `ABCzzNAM` is populated with `GRPNAME`. - + Note: The type (numeric or character) of the variable defined in `SRCVAR` is checked in `dataset`. If the variable is a character variable (e.g. `AEDECOD`), it is expected that `TERMNAME` is populated, if it is a numeric variable (e.g. `AEBDSYCD`), it is expected that `TERMID` is populated, otherwise an error is issued. + + Note: The type (numeric or character) of the variable defined in `SRCVAR` is checked in `dataset`. If the variable is a character variable (e.g. `AEDECOD`), it is expected that `TERMCHAR` is populated, if it is a numeric variable (e.g. `AEBDSYCD`), it is expected that `TERMNUM` is populated, otherwise an error is issued. ### Example In this example, one standard MedDRA query (`PREFIX = "SMQ01"`) and one customized query (`PREFIX = "CQ02"`) are defined to analyze the adverse events. - + The standard MedDRA query variable `SMQ01NAM` [`PREFIX`] will be populated with "Standard Query 1" [`GRPNAME`] if any preferred term (`AEDECOD`) [`SRCVAR`] in `dataset` is equal to "AE1" or "AE2" [`TERMNAME`] + + The standard MedDRA query variable `SMQ01NAM` [`PREFIX`] will be populated with "Standard Query 1" [`GRPNAME`] if any preferred term (`AEDECOD`) [`SRCVAR`] in `dataset` is equal to "AE1" or "AE2" [`TERMCHAR`] - + The customized query (`CQ02NAM`) [`PREFIX`] will be populated with "Query 2" [`GRPNAME`] if any Low Level Term Code (`AELLTCD`) [`SRCVAR`] in `dataset` is equal to 10 [`TERMID`] or any preferred term (`AEDECOD`) [`SRCVAR`] in `dataset` is equal to "AE4" [`TERMNAME`]. + + The customized query (`CQ02NAM`) [`PREFIX`] will be populated with "Query 2" [`GRPNAME`] if any Low Level Term Code (`AELLTCD`) [`SRCVAR`] in `dataset` is equal to 10 [`TERMNUM`] or any preferred term (`AEDECOD`) [`SRCVAR`] in `dataset` is equal to "AE4" [`TERMCHAR`]. #### Query Dataset (`ds_query`) -PREFIX | GRPNAME | SRCVAR | TERMNAME | TERMID | +PREFIX | GRPNAME | SRCVAR | TERMCHAR | TERMNUM | ------- | ----- | ------ | ----- | ----- | ----- SMQ01| Standard Query 1 | AEDECOD | AE1 | SMQ01| Standard Query 1 | AEDECOD | AE2 | From fb0b0d90de3793fbbcf4f6251295bfb7e227f7f5 Mon Sep 17 00:00:00 2001 From: bms63 Date: Tue, 21 Nov 2023 17:11:27 +0000 Subject: [PATCH 38/98] [skip actions] Bump version to 0.12.3.9010 --- DESCRIPTION | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/DESCRIPTION b/DESCRIPTION index 1fb812da5f..8b579c96ae 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,7 +1,7 @@ Type: Package Package: admiral Title: ADaM in R Asset Library -Version: 0.12.3.9009 +Version: 0.12.3.9010 Authors@R: c( person("Ben", "Straub", , "ben.x.straub@gsk.com", role = c("aut", "cre")), person("Stefan", "Bundfuss", role = "aut"), From a3e50b22315808701213c2c9eace1ab41e7dc8aa Mon Sep 17 00:00:00 2001 From: Edoardo Mancini <53403957+manciniedoardo@users.noreply.github.com> Date: Tue, 21 Nov 2023 19:05:06 +0000 Subject: [PATCH 39/98] Closes #2231 added check in `derive_vars_period()` to remove unused columns (#2245) * #2231 added check in `derive_vars_period()` to remove unused columns * #2231 Chore: styler * Update tests/testthat/test-period_dataset.R Co-authored-by: Ben Straub * #2231 updates to `assert_data_frame` calls following review --------- Co-authored-by: Ben Straub Co-authored-by: Stefan Bundfuss <80953585+bundfussr@users.noreply.github.com> --- NEWS.md | 2 ++ R/period_dataset.R | 8 ++++-- tests/testthat/test-period_dataset.R | 41 ++++++++++++++++++++++++++++ 3 files changed, 49 insertions(+), 2 deletions(-) diff --git a/NEWS.md b/NEWS.md index aac18166a0..de2a7d854b 100644 --- a/NEWS.md +++ b/NEWS.md @@ -51,6 +51,8 @@ for the event number, which can be used in `order`. (#2140) functions with default value set to general option `signif_digits`. The new argument to these functions handles any floating point issues. (#2134) +- Fixed a bug in `derive_vars_period()` where the function was throwing an error whenever `dataset_ref` contained variables that were neither key variables, nor `APERIOD`, `ASPER`, `APHASEN`, nor mentioned in the `new_vars` argument. (#2231) + ## Breaking Changes - `derive_extreme_records()` the `dataset_add` argument is now mandatory. (#2139) diff --git a/R/period_dataset.R b/R/period_dataset.R index a57b330cf1..005d013ff0 100644 --- a/R/period_dataset.R +++ b/R/period_dataset.R @@ -356,7 +356,6 @@ derive_vars_period <- function(dataset, assert_vars(new_vars, expect_names = TRUE) assert_vars(subject_keys) assert_data_frame(dataset, required_vars = subject_keys) - assert_data_frame(dataset_ref, required_vars = subject_keys) new_vars_names <- names(new_vars) new_vars_chr <- vars2chr(new_vars) @@ -408,10 +407,15 @@ derive_vars_period <- function(dataset, } else { id_vars <- exprs(APHASEN) } + assert_data_frame(dataset_ref, required_vars = expr_c(subject_keys, new_vars, id_vars)) + # Strip period reference dataset of any variables not required for later derivations + ref_cols <- names(dataset_ref) %in% c(subject_keys, new_vars_chr, id_vars) + ref_stripped <- dataset_ref[, ref_cols] + ref_wide <- pivot_wider( - dataset_ref, + ref_stripped, names_from = vars2chr(id_vars), values_from = unname(new_vars_chr) ) diff --git a/tests/testthat/test-period_dataset.R b/tests/testthat/test-period_dataset.R index 4ec4362a90..e74a2fb5c2 100644 --- a/tests/testthat/test-period_dataset.R +++ b/tests/testthat/test-period_dataset.R @@ -421,3 +421,44 @@ test_that("create_period_dataset Test 12: DT and DTM columns exist, pulls only o keys = c("USUBJID", "APERIOD") ) }) + +## Test 13: Periods derived even when some variables in dataset_ref are unused ---- +test_that("derive_vars_period Test 13: periods", { + expected <- tibble::tribble( + ~USUBJID, ~AP01SDT, ~AP01EDT, + "1", "2021-01-04", "2021-02-06", + "2", "2021-02-02", "2021-03-02" + ) %>% + mutate( + across(matches("AP\\d\\d[ES]DT"), ymd) + ) %>% + mutate( + STUDYID = "xyz" + ) + + period_ref <- tibble::tribble( + ~USUBJID, ~APERIOD, ~APERSDT, ~APEREDT, ~APERSDTM, ~APEREDTM, + "1", 1, "2021-01-04", "2021-02-06", "2021-01-04 10:01:02", "2021-02-06 14:03:04", + "2", 1, "2021-02-02", "2021-03-02", "2021-02-02 04:11:34", "2021-03-02 16:55:59" + ) %>% + mutate( + STUDYID = "xyz", + APERIOD = as.integer(APERIOD), + APERSDT = ymd(APERSDT), + APEREDT = ymd(APEREDT), + APERSDTM = ymd_hms(APERSDTM), + APEREDTM = ymd_hms(APEREDTM) + ) + + adsl <- tibble::tibble(STUDYID = "xyz", USUBJID = c("1", "2")) + + expect_dfs_equal( + base = expected, + compare = derive_vars_period( + adsl, + dataset_ref = period_ref, + new_vars = exprs(APxxSDT = APERSDT, APxxEDT = APEREDT) + ), + keys = c("USUBJID") + ) +}) From 048ec545be1ede0a8efa82175d14e534d1941269 Mon Sep 17 00:00:00 2001 From: bms63 Date: Tue, 21 Nov 2023 19:06:03 +0000 Subject: [PATCH 40/98] [skip actions] Bump version to 0.12.3.9011 --- DESCRIPTION | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/DESCRIPTION b/DESCRIPTION index 8b579c96ae..b515eac8b3 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,7 +1,7 @@ Type: Package Package: admiral Title: ADaM in R Asset Library -Version: 0.12.3.9010 +Version: 0.12.3.9011 Authors@R: c( person("Ben", "Straub", , "ben.x.straub@gsk.com", role = c("aut", "cre")), person("Stefan", "Bundfuss", role = "aut"), From 578e54b55ea2f3fb5c8a7dc468a0d684443f102e Mon Sep 17 00:00:00 2001 From: Stefan Bundfuss <80953585+bundfussr@users.noreply.github.com> Date: Tue, 21 Nov 2023 20:43:49 +0100 Subject: [PATCH 41/98] Closes #1728 merged_exist_msrc: Implement derive_flag_select_msrc() (#2232) * #1728 merged_exist_msrc: start it * #1728 merged_exist_msrc: implement function and tests * #1728 merged_exist_msrc: add documentation * #1728 merged_exist_msrc: style files * #1728 merged_exist_msrc: fix spelling * #1728 merged_exist_msrc: fix lintr * #1728 merged_exist_msrc: fix lintr (rename function) * #1728 merged_exist_msrc: improve documentation and rename function again * #1728 merged_exist_msrc: update roxygen2 test --------- Co-authored-by: Ben Straub --- NAMESPACE | 2 + NEWS.md | 13 +- R/derive_merged.R | 8 +- R/derive_var_merged_ef_msrc.R | 272 ++++++++++++++++++ R/roxygen2.R | 4 +- man/basket_select.Rd | 1 + man/censor_source.Rd | 1 + man/create_period_dataset.Rd | 2 +- man/create_single_dose_dataset.Rd | 2 +- man/date_source.Rd | 1 + man/derive_basetype_records.Rd | 2 +- man/derive_expected_records.Rd | 2 +- man/derive_extreme_event.Rd | 2 +- man/derive_locf_records.Rd | 2 +- man/derive_param_bmi.Rd | 2 +- man/derive_param_bsa.Rd | 2 +- man/derive_param_computed.Rd | 2 +- man/derive_param_doseint.Rd | 2 +- man/derive_param_exist_flag.Rd | 2 +- man/derive_param_exposure.Rd | 2 +- man/derive_param_framingham.Rd | 2 +- man/derive_param_map.Rd | 2 +- man/derive_param_qtc.Rd | 2 +- man/derive_param_rr.Rd | 2 +- man/derive_param_wbc_abs.Rd | 2 +- man/derive_summary_records.Rd | 2 +- man/derive_var_age_years.Rd | 2 +- man/derive_var_analysis_ratio.Rd | 2 +- man/derive_var_atoxgr.Rd | 2 +- man/derive_var_atoxgr_dir.Rd | 2 +- man/derive_var_base.Rd | 2 +- man/derive_var_dthcaus.Rd | 2 +- man/derive_var_extreme_dt.Rd | 2 +- man/derive_var_extreme_dtm.Rd | 2 +- man/derive_var_extreme_flag.Rd | 3 +- man/derive_var_joined_exist_flag.Rd | 3 +- man/derive_var_merged_ef_msrc.Rd | 202 +++++++++++++ man/derive_var_merged_exist_flag.Rd | 15 +- man/derive_var_merged_summary.Rd | 3 +- man/derive_var_obs_number.Rd | 3 +- man/derive_var_relative_flag.Rd | 3 +- man/derive_var_shift.Rd | 2 +- man/derive_var_trtdurd.Rd | 2 +- man/derive_vars_aage.Rd | 2 +- man/derive_vars_atc.Rd | 2 +- man/derive_vars_dt.Rd | 2 +- man/derive_vars_dtm.Rd | 2 +- man/derive_vars_dtm_to_dt.Rd | 2 +- man/derive_vars_dtm_to_tm.Rd | 2 +- man/derive_vars_duration.Rd | 2 +- man/derive_vars_dy.Rd | 2 +- man/derive_vars_joined.Rd | 3 +- man/derive_vars_merged.Rd | 3 +- man/derive_vars_merged_lookup.Rd | 3 +- man/derive_vars_period.Rd | 2 +- man/derive_vars_transposed.Rd | 3 +- man/dthcaus_source.Rd | 1 + man/event.Rd | 1 + man/event_joined.Rd | 1 + man/event_source.Rd | 1 + man/extract_duplicate_records.Rd | 2 +- man/filter_exist.Rd | 2 +- man/filter_extreme.Rd | 2 +- man/filter_joined.Rd | 2 +- man/filter_not_exist.Rd | 2 +- man/filter_relative.Rd | 2 +- man/flag_event.Rd | 52 ++++ man/get_hori_data.Rd | 2 +- man/get_joined_data.Rd | 2 +- man/get_summary_records.Rd | 2 +- man/query.Rd | 1 + man/records_source.Rd | 1 + man/signal_duplicate_records.Rd | 2 +- man/tte_source.Rd | 1 + man/tte_source_objects.Rd | 1 + .../testthat/test-derive_var_merged_ef_msrc.R | 103 +++++++ tests/testthat/test-roxygen2.R | 2 +- 77 files changed, 726 insertions(+), 79 deletions(-) create mode 100644 R/derive_var_merged_ef_msrc.R create mode 100644 man/derive_var_merged_ef_msrc.Rd create mode 100644 man/flag_event.Rd create mode 100644 tests/testthat/test-derive_var_merged_ef_msrc.R diff --git a/NAMESPACE b/NAMESPACE index 80f76447b3..faad061b0a 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -89,6 +89,7 @@ export(derive_var_extreme_dt) export(derive_var_extreme_dtm) export(derive_var_extreme_flag) export(derive_var_joined_exist_flag) +export(derive_var_merged_ef_msrc) export(derive_var_merged_exist_flag) export(derive_var_merged_summary) export(derive_var_obs_number) @@ -128,6 +129,7 @@ export(filter_extreme) export(filter_joined) export(filter_not_exist) export(filter_relative) +export(flag_event) export(get_admiral_option) export(get_duplicates_dataset) export(get_many_to_one_dataset) diff --git a/NEWS.md b/NEWS.md index de2a7d854b..0b2262218f 100644 --- a/NEWS.md +++ b/NEWS.md @@ -2,11 +2,16 @@ ## New Features -New global option created `signif_digits` to handle floating point issue, the value is -set to `15`, and is used with the `base R` function `signif()` when comparing 2 numeric -values. This is implemented in `admiral ` functions `derive_var_atoxgr_dir()` and `derive_var_anrind()`. (#2134) +- The new function `derive_var_merged_ef_msrc()` is provided to add a flag +indicating if one of the conditions in one of multiple source datasets is +fulfilled. (#1728) -For more information, please see blog: [How admiral handles floating points](https://pharmaverse.github.io/blog/posts/2023-10-30_floating_point/floating_point.html) +- New global option created `signif_digits` to handle floating point issue, the +value is set to `15`, and is used with the `base R` function `signif()` when +comparing 2 numeric values. This is implemented in `admiral ` functions +`derive_var_atoxgr_dir()` and `derive_var_anrind()`. (#2134) + + For more information, please see blog: [How admiral handles floating points](https://pharmaverse.github.io/blog/posts/2023-10-30_floating_point/floating_point.html) ## Updates of Existing Functions diff --git a/R/derive_merged.R b/R/derive_merged.R index 0bd7e9b279..ec1a0de80d 100644 --- a/R/derive_merged.R +++ b/R/derive_merged.R @@ -454,7 +454,7 @@ derive_vars_merged <- function(dataset, #' #' @param by_vars Grouping variables #' -#' *Permitted Values*: list of variables +#' *Permitted Values*: list of variables created by `exprs()` #' #' @param new_var New variable #' @@ -472,19 +472,13 @@ derive_vars_merged <- function(dataset, #' #' @param true_value True value #' -#' *Default*: `"Y"` -#' #' @param false_value False value #' -#' *Default*: `NA_character_` -#' #' @param missing_value Values used for missing information #' #' The new variable is set to the specified value for all by groups without #' observations in the additional dataset. #' -#' *Default*: `NA_character_` -#' #' *Permitted Value*: A character scalar #' #' @param filter_add Filter for additional data diff --git a/R/derive_var_merged_ef_msrc.R b/R/derive_var_merged_ef_msrc.R new file mode 100644 index 0000000000..79d7bc771d --- /dev/null +++ b/R/derive_var_merged_ef_msrc.R @@ -0,0 +1,272 @@ +#' Merge an Existence Flag From Multiple Sources +#' +#' @description Adds a flag variable to the input dataset which indicates if +#' there exists at least one observation in one of the source datasets +#' fulfilling a certain condition. For example, if a dose adjustment flag +#' should be added to `ADEX` but the dose adjustment information is collected +#' in different datasets, e.g., `EX`, `EC`, and `FA`. +#' +#' @param flag_events Flag events +#' +#' A list of `flag_event()` objects is expected. For each event the condition +#' (`condition` field) is evaluated in the source dataset referenced by the +#' `dataset_name` field. If it evaluates to `TRUE` at least once, the new +#' variable is set to `true_value`. +#' +#' @param source_datasets Source datasets +#' +#' A named list of datasets is expected. The `dataset_name` field of +#' `flag_event()` refers to the dataset provided in the list. +#' +#' @param new_var New variable +#' +#' The specified variable is added to the input dataset. +#' +#' @param true_value True value +#' +#' The new variable (`new_var`) is set to the specified value for all by +#' groups for which at least one of the source object (`sources`) has the +#' condition evaluate to `TRUE`. +#' +#' The values of `true_value`, `false_value`, and `missing_value` must be of +#' the same type. +#' +#' @param false_value False value +#' +#' The new variable (`new_var`) is set to the specified value for all by +#' groups which occur in at least one source (`sources`) but the condition +#' never evaluates to `TRUE`. +#' +#' The values of `true_value`, `false_value`, and `missing_value` must be of +#' the same type. +#' +#' @param missing_value Values used for missing information +#' +#' The new variable is set to the specified value for all by groups without +#' observations in any of the sources (`sources`). +#' +#' The values of `true_value`, `false_value`, and `missing_value` must be of +#' the same type. +#' +#' @inheritParams derive_var_merged_exist_flag +#' +#' @return The output dataset contains all observations and variables of the +#' input dataset and additionally the variable specified for `new_var`. +#' +#' @details +#' +#' 1. For each `flag_event()` object specified for `flag_events`: The +#' condition (`condition`) is evaluated in the dataset referenced by +#' `dataset_name`. If the `by_vars` field is specified the dataset is grouped +#' by the specified variables for evaluating the condition. If named elements +#' are used in `by_vars` like `by_vars = exprs(USUBJID, EXLNKID = ECLNKID)`, +#' the variables are renamed after the evaluation. If the `by_vars` element is +#' not specified, the observations are grouped by the variables specified for +#' the `by_vars` argument. +#' +#' 1. The new variable (`new_var`) is added to the input dataset and set to +#' the true value (`true_value`) if for the by group at least one condition +#' evaluates to `TRUE` in one of the sources. It is set to the false value +#' (`false_value`) if for the by group at least one observation exists and for +#' all observations the condition evaluates to `FALSE` or `NA`. Otherwise, it +#' is set to the missing value (`missing_value`). +#' +#' @seealso [flag_event()] +#' +#' @family der_gen +#' @keywords der_gen +#' +#' @export +#' +#' @examples +#' library(dplyr) +#' +#' # Derive a flag indicating anti-cancer treatment based on CM and PR +#' adsl <- tribble( +#' ~USUBJID, +#' "1", +#' "2", +#' "3", +#' "4" +#' ) +#' +#' cm <- tribble( +#' ~USUBJID, ~CMCAT, ~CMSEQ, +#' "1", "ANTI-CANCER", 1, +#' "1", "GENERAL", 2, +#' "2", "GENERAL", 1, +#' "3", "ANTI-CANCER", 1 +#' ) +#' +#' # Assuming all records in PR indicate cancer treatment +#' pr <- tibble::tribble( +#' ~USUBJID, ~PRSEQ, +#' "2", 1, +#' "3", 1 +#' ) +#' +#' derive_var_merged_ef_msrc( +#' adsl, +#' by_vars = exprs(USUBJID), +#' flag_events = list( +#' flag_event( +#' dataset_name = "cm", +#' condition = CMCAT == "ANTI-CANCER" +#' ), +#' flag_event( +#' dataset_name = "pr" +#' ) +#' ), +#' source_datasets = list(cm = cm, pr = pr), +#' new_var = CANCTRFL +#' ) +#' +#' # Using different by variables depending on the source +#' # Add a dose adjustment flag to ADEX based on ADEX, EC, and FA +#' adex <- tribble( +#' ~USUBJID, ~EXLNKID, ~EXADJ, +#' "1", "1", "AE", +#' "1", "2", NA_character_, +#' "1", "3", NA_character_, +#' "2", "1", NA_character_, +#' "3", "1", NA_character_ +#' ) +#' +#' ec <- tribble( +#' ~USUBJID, ~ECLNKID, ~ECADJ, +#' "1", "3", "AE", +#' "3", "1", NA_character_ +#' ) +#' +#' fa <- tribble( +#' ~USUBJID, ~FALNKID, ~FATESTCD, ~FAOBJ, ~FASTRESC, +#' "3", "1", "OCCUR", "DOSE ADJUSTMENT", "Y" +#' ) +#' +#' derive_var_merged_ef_msrc( +#' adex, +#' by_vars = exprs(USUBJID, EXLNKID), +#' flag_events = list( +#' flag_event( +#' dataset_name = "ex", +#' condition = !is.na(EXADJ) +#' ), +#' flag_event( +#' dataset_name = "ec", +#' condition = !is.na(ECADJ), +#' by_vars = exprs(USUBJID, EXLNKID = ECLNKID) +#' ), +#' flag_event( +#' dataset_name = "fa", +#' condition = FATESTCD == "OCCUR" & FAOBJ == "DOSE ADJUSTMENT" & FASTRESC == "Y", +#' by_vars = exprs(USUBJID, EXLNKID = FALNKID) +#' ) +#' ), +#' source_datasets = list(ex = adex, ec = ec, fa = fa), +#' new_var = DOSADJFL +#' ) +derive_var_merged_ef_msrc <- function(dataset, + by_vars, + flag_events, + source_datasets, + new_var, + true_value = "Y", + false_value = NA_character_, + missing_value = NA_character_) { + new_var <- assert_symbol(enexpr(new_var)) + assert_list_of(source_datasets, class = "data.frame", named = TRUE) + assert_list_of(flag_events, "flag_event") + + source_names <- names(source_datasets) + assert_list_element( + list = flag_events, + element = "dataset_name", + condition = dataset_name %in% source_names, + source_names = source_names, + message_text = paste0( + "The dataset names must be included in the list specified for the ", + "`source_datasets` parameter.\n", + "Following names were provided by `source_datasets`:\n", + enumerate(source_names, quote_fun = squote) + ) + ) + + tmp_cond_val <- get_new_tmp_var(dataset, prefix = "tmp_cond_val") + + selected_records <- map( + flag_events, + function(event) { + data_event <- source_datasets[[event$dataset_name]] + if (is.null(event$by_vars)) { + event_by_vars <- by_vars + } else { + event_by_vars <- event$by_vars + } + if (is.null(event$condition)) { + event_condition <- TRUE + } else { + event_condition <- event$condition + } + data_selected <- data_event %>% + group_by(!!!unname(event_by_vars)) %>% + mutate(!!tmp_cond_val := if_else(!!event_condition, TRUE, FALSE, FALSE)) %>% + ungroup() %>% + select(!!tmp_cond_val, !!!event_by_vars) + } + ) + + derive_var_merged_exist_flag( + dataset, + dataset_add = bind_rows(selected_records), + by_vars = by_vars, + new_var = !!new_var, + condition = !!tmp_cond_val == TRUE, + true_value = true_value, + false_value = false_value, + missing_value = missing_value + ) +} + +#' Create a `flag_event` Object +#' +#' The `flag_event` object is used to define events as input for the +#' `derive_var_merged_ef_msrc()` function. +#' +#' @param dataset_name Dataset name of the dataset to be used as input for the +#' event. The name refers to the dataset specified for `source_datasets` in +#' `derive_var_merged_ef_msrc()`. +#' +#' *Permitted Values*: a character scalar +#' +#' @param condition Condition +#' +#' The condition is evaluated at the dataset referenced by `dataset_name`. For +#' all by groups where it evaluates as `TRUE` at least once the new variable +#' is set to the true value (`true_value`). +#' +#' @param by_vars Grouping variables +#' +#' If specified, the dataset is grouped by the specified variables before the +#' condition is evaluated. If named elements are used in `by_vars` like +#' `by_vars = exprs(USUBJID, EXLNKID = ECLNKID)`, the variables are renamed +#' after the evaluation. If the `by_vars` element is not specified, the +#' observations are grouped by the variables specified for the `by_vars` +#' argument of `derive_var_merged_ef_msrc()`. +#' +#' @seealso [derive_var_merged_ef_msrc()] +#' +#' @family source_specifications +#' @keywords source_specifications +#' +#' @export +flag_event <- function(dataset_name, + condition = NULL, + by_vars = NULL) { + out <- list( + dataset_name = assert_character_scalar(dataset_name), + condition = assert_filter_cond(enexpr(condition), optional = TRUE), + by_vars = assert_expr_list(by_vars, optional = TRUE) + ) + class(out) <- c("flag_event", "source", "list") + out +} diff --git a/R/roxygen2.R b/R/roxygen2.R index f37a44b158..85f78f250d 100644 --- a/R/roxygen2.R +++ b/R/roxygen2.R @@ -9,7 +9,9 @@ roxygen_param_dataset <- function(expected_vars = NULL) { "Input dataset \n \n", "The variables specified by the ", enumerate(expected_vars), - " argument(s) to be expected." + " argument", + if_else(length(expected_vars) > 1, "s", ""), + " are expected to be in the dataset." ) } return(dataset_text) diff --git a/man/basket_select.Rd b/man/basket_select.Rd index 82ca48a8d1..43c743b0b5 100644 --- a/man/basket_select.Rd +++ b/man/basket_select.Rd @@ -42,6 +42,7 @@ Source Objects: \code{\link{event_joined}()}, \code{\link{event_source}()}, \code{\link{event}()}, +\code{\link{flag_event}()}, \code{\link{query}()}, \code{\link{records_source}()}, \code{\link{tte_source}()} diff --git a/man/censor_source.Rd b/man/censor_source.Rd index e3c83c606e..8b426db250 100644 --- a/man/censor_source.Rd +++ b/man/censor_source.Rd @@ -70,6 +70,7 @@ Source Objects: \code{\link{event_joined}()}, \code{\link{event_source}()}, \code{\link{event}()}, +\code{\link{flag_event}()}, \code{\link{query}()}, \code{\link{records_source}()}, \code{\link{tte_source}()} diff --git a/man/create_period_dataset.Rd b/man/create_period_dataset.Rd index 64086f3002..a8fca23aa6 100644 --- a/man/create_period_dataset.Rd +++ b/man/create_period_dataset.Rd @@ -13,7 +13,7 @@ create_period_dataset( \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{new_vars} and \code{subject_keys} argument(s) to be expected. +The variables specified by the \code{new_vars} and \code{subject_keys} arguments are expected to be in the dataset. For each element of \code{new_vars} at least one variable of the form of the right hand side value must be available in the dataset.} diff --git a/man/create_single_dose_dataset.Rd b/man/create_single_dose_dataset.Rd index 70d314fd0d..319528ac0f 100644 --- a/man/create_single_dose_dataset.Rd +++ b/man/create_single_dose_dataset.Rd @@ -21,7 +21,7 @@ create_single_dose_dataset( \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{dose_freq}, \code{start_date} and \code{end_date} argument(s) to be expected.} +The variables specified by the \code{dose_freq}, \code{start_date} and \code{end_date} arguments are expected to be in the dataset.} \item{dose_freq}{The dose frequency diff --git a/man/date_source.Rd b/man/date_source.Rd index fd45481e12..7b3cc6d1c3 100644 --- a/man/date_source.Rd +++ b/man/date_source.Rd @@ -72,6 +72,7 @@ Source Objects: \code{\link{event_joined}()}, \code{\link{event_source}()}, \code{\link{event}()}, +\code{\link{flag_event}()}, \code{\link{query}()}, \code{\link{records_source}()}, \code{\link{tte_source}()} diff --git a/man/derive_basetype_records.Rd b/man/derive_basetype_records.Rd index 1bc0d42fa1..99a5e7ee71 100644 --- a/man/derive_basetype_records.Rd +++ b/man/derive_basetype_records.Rd @@ -9,7 +9,7 @@ derive_basetype_records(dataset, basetypes) \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{basetypes} argument(s) to be expected.} +The variables specified by the \code{basetypes} argument are expected to be in the dataset.} \item{basetypes}{A \emph{named} list of expressions created using the \code{rlang::exprs()} function diff --git a/man/derive_expected_records.Rd b/man/derive_expected_records.Rd index 7c136658a0..5176119199 100644 --- a/man/derive_expected_records.Rd +++ b/man/derive_expected_records.Rd @@ -15,7 +15,7 @@ derive_expected_records( \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{dataset_ref} and \code{by_vars} argument(s) to be expected.} +The variables specified by the \code{dataset_ref} and \code{by_vars} arguments are expected to be in the dataset.} \item{dataset_expected_obs}{\ifelse{html}{\href{https://lifecycle.r-lib.org/articles/stages.html#deprecated}{\figure{lifecycle-deprecated.svg}{options: alt='[Deprecated]'}}}{\strong{[Deprecated]}} Please use \code{dataset_ref} instead.} diff --git a/man/derive_extreme_event.Rd b/man/derive_extreme_event.Rd index e211c06d28..6027af051e 100644 --- a/man/derive_extreme_event.Rd +++ b/man/derive_extreme_event.Rd @@ -21,7 +21,7 @@ derive_extreme_event( \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{by_vars} and \code{order} argument(s) to be expected.} +The variables specified by the \code{by_vars} and \code{order} arguments are expected to be in the dataset.} \item{by_vars}{Grouping variables diff --git a/man/derive_locf_records.Rd b/man/derive_locf_records.Rd index 61db9bed88..271cadc7ec 100644 --- a/man/derive_locf_records.Rd +++ b/man/derive_locf_records.Rd @@ -17,7 +17,7 @@ derive_locf_records( \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{by_vars}, \code{analysis_var}, \code{order} and \code{keep_vars} argument(s) to be expected.} +The variables specified by the \code{by_vars}, \code{analysis_var}, \code{order} and \code{keep_vars} arguments are expected to be in the dataset.} \item{dataset_expected_obs}{\ifelse{html}{\href{https://lifecycle.r-lib.org/articles/stages.html#deprecated}{\figure{lifecycle-deprecated.svg}{options: alt='[Deprecated]'}}}{\strong{[Deprecated]}} Please use \code{dataset_ref} instead.} diff --git a/man/derive_param_bmi.Rd b/man/derive_param_bmi.Rd index 1696b634d0..59e123b632 100644 --- a/man/derive_param_bmi.Rd +++ b/man/derive_param_bmi.Rd @@ -18,7 +18,7 @@ derive_param_bmi( \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{by_vars} argument(s) to be expected. +The variables specified by the \code{by_vars} argument are expected to be in the dataset. \code{PARAMCD}, and \code{AVAL} are expected as well. The variable specified by \code{by_vars} and \code{PARAMCD} must be a unique key of diff --git a/man/derive_param_bsa.Rd b/man/derive_param_bsa.Rd index d8a3e4d5c6..6010331e6f 100644 --- a/man/derive_param_bsa.Rd +++ b/man/derive_param_bsa.Rd @@ -19,7 +19,7 @@ derive_param_bsa( \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{by_vars} argument(s) to be expected. +The variables specified by the \code{by_vars} argument are expected to be in the dataset. \code{PARAMCD}, and \code{AVAL} are expected as well. The variable specified by \code{by_vars} and \code{PARAMCD} must be a unique key of diff --git a/man/derive_param_computed.Rd b/man/derive_param_computed.Rd index 145d7fb85c..273f78cce1 100644 --- a/man/derive_param_computed.Rd +++ b/man/derive_param_computed.Rd @@ -21,7 +21,7 @@ derive_param_computed( \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{by_vars} argument(s) to be expected. +The variables specified by the \code{by_vars} argument are expected to be in the dataset. \code{PARAMCD} is expected as well. The variable specified by \code{by_vars} and \code{PARAMCD} must be a unique key of diff --git a/man/derive_param_doseint.Rd b/man/derive_param_doseint.Rd index 842ef9cc8d..24bf6deb55 100644 --- a/man/derive_param_doseint.Rd +++ b/man/derive_param_doseint.Rd @@ -17,7 +17,7 @@ derive_param_doseint( \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{by_vars} argument(s) to be expected. +The variables specified by the \code{by_vars} argument are expected to be in the dataset. \code{PARAMCD}, and \code{AVAL} are expected as well. The variable specified by \code{by_vars} and \code{PARAMCD} must be a unique key of diff --git a/man/derive_param_exist_flag.Rd b/man/derive_param_exist_flag.Rd index 415d4c8c28..8c7ec3a3ea 100644 --- a/man/derive_param_exist_flag.Rd +++ b/man/derive_param_exist_flag.Rd @@ -20,7 +20,7 @@ derive_param_exist_flag( \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{by_vars} argument(s) to be expected. +The variables specified by the \code{by_vars} argument are expected to be in the dataset. \code{PARAMCD} is expected as well.} \item{dataset_ref}{Reference dataset, e.g., ADSL diff --git a/man/derive_param_exposure.Rd b/man/derive_param_exposure.Rd index cea65120e1..8f86eb6ca9 100644 --- a/man/derive_param_exposure.Rd +++ b/man/derive_param_exposure.Rd @@ -19,7 +19,7 @@ derive_param_exposure( \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{by_vars} argument(s) to be expected.} +The variables specified by the \code{by_vars} argument are expected to be in the dataset.} \item{dataset_add}{Additional dataset diff --git a/man/derive_param_framingham.Rd b/man/derive_param_framingham.Rd index c0af0dd586..890ebb60a7 100644 --- a/man/derive_param_framingham.Rd +++ b/man/derive_param_framingham.Rd @@ -24,7 +24,7 @@ derive_param_framingham( \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{by_vars} argument(s) to be expected. +The variables specified by the \code{by_vars} argument are expected to be in the dataset. \code{PARAMCD}, and \code{AVAL} are expected as well. The variable specified by \code{by_vars} and \code{PARAMCD} must be a unique key of diff --git a/man/derive_param_map.Rd b/man/derive_param_map.Rd index 40f437bd82..b16ac123e0 100644 --- a/man/derive_param_map.Rd +++ b/man/derive_param_map.Rd @@ -18,7 +18,7 @@ derive_param_map( \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{by_vars} argument(s) to be expected. +The variables specified by the \code{by_vars} argument are expected to be in the dataset. \code{PARAMCD}, and \code{AVAL} are expected as well. The variable specified by \code{by_vars} and \code{PARAMCD} must be a unique key of diff --git a/man/derive_param_qtc.Rd b/man/derive_param_qtc.Rd index 5840aaf545..11f52ae437 100644 --- a/man/derive_param_qtc.Rd +++ b/man/derive_param_qtc.Rd @@ -18,7 +18,7 @@ derive_param_qtc( \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{by_vars} and \code{get_unit_expr} argument(s) to be expected. +The variables specified by the \code{by_vars} and \code{get_unit_expr} arguments are expected to be in the dataset. \code{PARAMCD}, and \code{AVAL} are expected as well. The variable specified by \code{by_vars} and \code{PARAMCD} must be a unique key of diff --git a/man/derive_param_rr.Rd b/man/derive_param_rr.Rd index 7ce0684b56..5cba928915 100644 --- a/man/derive_param_rr.Rd +++ b/man/derive_param_rr.Rd @@ -16,7 +16,7 @@ derive_param_rr( \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{by_vars} argument(s) to be expected. +The variables specified by the \code{by_vars} argument are expected to be in the dataset. \code{PARAMCD}, and \code{AVAL} are expected as well. The variable specified by \code{by_vars} and \code{PARAMCD} must be a unique key of diff --git a/man/derive_param_wbc_abs.Rd b/man/derive_param_wbc_abs.Rd index 86b506accc..308f49fc47 100644 --- a/man/derive_param_wbc_abs.Rd +++ b/man/derive_param_wbc_abs.Rd @@ -18,7 +18,7 @@ derive_param_wbc_abs( \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{by_vars} argument(s) to be expected. +The variables specified by the \code{by_vars} argument are expected to be in the dataset. \code{PARAMCD}, and \code{AVAL} are expected as well. The variable specified by \code{by_vars} and \code{PARAMCD} must be a unique key of diff --git a/man/derive_summary_records.Rd b/man/derive_summary_records.Rd index 793a2a2c5b..ae331bb51f 100644 --- a/man/derive_summary_records.Rd +++ b/man/derive_summary_records.Rd @@ -20,7 +20,7 @@ derive_summary_records( \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{by_vars} argument(s) to be expected.} +The variables specified by the \code{by_vars} argument are expected to be in the dataset.} \item{dataset_add}{Additional dataset diff --git a/man/derive_var_age_years.Rd b/man/derive_var_age_years.Rd index 2f0361f722..41ac270f03 100644 --- a/man/derive_var_age_years.Rd +++ b/man/derive_var_age_years.Rd @@ -9,7 +9,7 @@ derive_var_age_years(dataset, age_var, age_unit = NULL, new_var) \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{age_var} argument(s) to be expected.} +The variables specified by the \code{age_var} argument are expected to be in the dataset.} \item{age_var}{Age variable. diff --git a/man/derive_var_analysis_ratio.Rd b/man/derive_var_analysis_ratio.Rd index d7b3059558..9a9b2b7786 100644 --- a/man/derive_var_analysis_ratio.Rd +++ b/man/derive_var_analysis_ratio.Rd @@ -9,7 +9,7 @@ derive_var_analysis_ratio(dataset, numer_var, denom_var, new_var = NULL) \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{numer_var} and \code{denom_var} argument(s) to be expected.} +The variables specified by the \code{numer_var} and \code{denom_var} arguments are expected to be in the dataset.} \item{numer_var}{Variable containing numeric values to be used in the numerator of the ratio calculation.} diff --git a/man/derive_var_atoxgr.Rd b/man/derive_var_atoxgr.Rd index 66fc8051ad..0053221d55 100644 --- a/man/derive_var_atoxgr.Rd +++ b/man/derive_var_atoxgr.Rd @@ -13,7 +13,7 @@ derive_var_atoxgr( \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{lotox_description_var} and \code{hitox_description_var} argument(s) to be expected. +The variables specified by the \code{lotox_description_var} and \code{hitox_description_var} arguments are expected to be in the dataset. \code{ATOXGRL}, and \code{ATOXGRH} are expected as well.} \item{lotox_description_var}{Variable containing the toxicity grade description diff --git a/man/derive_var_atoxgr_dir.Rd b/man/derive_var_atoxgr_dir.Rd index f228d72aa3..3721f0d961 100644 --- a/man/derive_var_atoxgr_dir.Rd +++ b/man/derive_var_atoxgr_dir.Rd @@ -17,7 +17,7 @@ derive_var_atoxgr_dir( \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{tox_description_var} argument(s) to be expected.} +The variables specified by the \code{tox_description_var} argument are expected to be in the dataset.} \item{new_var}{Name of the character grade variable to create, for example, \code{ATOXGRH} or \code{ATOXGRL}.} diff --git a/man/derive_var_base.Rd b/man/derive_var_base.Rd index aa4e90c893..b50f9729f0 100644 --- a/man/derive_var_base.Rd +++ b/man/derive_var_base.Rd @@ -15,7 +15,7 @@ derive_var_base( \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{by_vars} and \code{source_var} argument(s) to be expected.} +The variables specified by the \code{by_vars} and \code{source_var} arguments are expected to be in the dataset.} \item{by_vars}{Grouping variables uniquely identifying a set of records for which to calculate \code{new_var}} diff --git a/man/derive_var_dthcaus.Rd b/man/derive_var_dthcaus.Rd index f4959dc96d..3bf7d2c0a6 100644 --- a/man/derive_var_dthcaus.Rd +++ b/man/derive_var_dthcaus.Rd @@ -14,7 +14,7 @@ derive_var_dthcaus( \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{subject_keys} argument(s) to be expected.} +The variables specified by the \code{subject_keys} argument are expected to be in the dataset.} \item{...}{Objects of class "dthcaus_source" created by \code{\link[=dthcaus_source]{dthcaus_source()}}.} diff --git a/man/derive_var_extreme_dt.Rd b/man/derive_var_extreme_dt.Rd index e9052f35eb..f8ca9d3d50 100644 --- a/man/derive_var_extreme_dt.Rd +++ b/man/derive_var_extreme_dt.Rd @@ -16,7 +16,7 @@ derive_var_extreme_dt( \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{subject_keys} argument(s) to be expected.} +The variables specified by the \code{subject_keys} argument are expected to be in the dataset.} \item{new_var}{Name of variable to create} diff --git a/man/derive_var_extreme_dtm.Rd b/man/derive_var_extreme_dtm.Rd index 309e593770..f63a698887 100644 --- a/man/derive_var_extreme_dtm.Rd +++ b/man/derive_var_extreme_dtm.Rd @@ -16,7 +16,7 @@ derive_var_extreme_dtm( \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{subject_keys} argument(s) to be expected.} +The variables specified by the \code{subject_keys} argument are expected to be in the dataset.} \item{new_var}{Name of variable to create} diff --git a/man/derive_var_extreme_flag.Rd b/man/derive_var_extreme_flag.Rd index 05ea1d8359..f562b7000f 100644 --- a/man/derive_var_extreme_flag.Rd +++ b/man/derive_var_extreme_flag.Rd @@ -19,7 +19,7 @@ derive_var_extreme_flag( \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{by_vars} argument(s) to be expected.} +The variables specified by the \code{by_vars} argument are expected to be in the dataset.} \item{by_vars}{Grouping variables @@ -260,6 +260,7 @@ example_ae \%>\% \seealso{ General Derivation Functions for all ADaMs that returns variable appended to dataset: \code{\link{derive_var_joined_exist_flag}()}, +\code{\link{derive_var_merged_ef_msrc}()}, \code{\link{derive_var_merged_exist_flag}()}, \code{\link{derive_var_merged_summary}()}, \code{\link{derive_var_obs_number}()}, diff --git a/man/derive_var_joined_exist_flag.Rd b/man/derive_var_joined_exist_flag.Rd index d859e790e3..1136a60f44 100644 --- a/man/derive_var_joined_exist_flag.Rd +++ b/man/derive_var_joined_exist_flag.Rd @@ -27,7 +27,7 @@ derive_var_joined_exist_flag( \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{by_vars} and \code{join_vars} argument(s) to be expected.} +The variables specified by the \code{by_vars} and \code{join_vars} arguments are expected to be in the dataset.} \item{dataset_add}{Additional dataset @@ -481,6 +481,7 @@ derive_var_joined_exist_flag( General Derivation Functions for all ADaMs that returns variable appended to dataset: \code{\link{derive_var_extreme_flag}()}, +\code{\link{derive_var_merged_ef_msrc}()}, \code{\link{derive_var_merged_exist_flag}()}, \code{\link{derive_var_merged_summary}()}, \code{\link{derive_var_obs_number}()}, diff --git a/man/derive_var_merged_ef_msrc.Rd b/man/derive_var_merged_ef_msrc.Rd new file mode 100644 index 0000000000..02296fb52f --- /dev/null +++ b/man/derive_var_merged_ef_msrc.Rd @@ -0,0 +1,202 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/derive_var_merged_ef_msrc.R +\name{derive_var_merged_ef_msrc} +\alias{derive_var_merged_ef_msrc} +\title{Merge an Existence Flag From Multiple Sources} +\usage{ +derive_var_merged_ef_msrc( + dataset, + by_vars, + flag_events, + source_datasets, + new_var, + true_value = "Y", + false_value = NA_character_, + missing_value = NA_character_ +) +} +\arguments{ +\item{dataset}{Input dataset + +The variables specified by the \code{by_vars} argument are expected to be in the dataset.} + +\item{by_vars}{Grouping variables + +\emph{Permitted Values}: list of variables created by \code{exprs()}} + +\item{flag_events}{Flag events + +A list of \code{flag_event()} objects is expected. For each event the condition +(\code{condition} field) is evaluated in the source dataset referenced by the +\code{dataset_name} field. If it evaluates to \code{TRUE} at least once, the new +variable is set to \code{true_value}.} + +\item{source_datasets}{Source datasets + +A named list of datasets is expected. The \code{dataset_name} field of +\code{flag_event()} refers to the dataset provided in the list.} + +\item{new_var}{New variable + +The specified variable is added to the input dataset.} + +\item{true_value}{True value + +The new variable (\code{new_var}) is set to the specified value for all by +groups for which at least one of the source object (\code{sources}) has the +condition evaluate to \code{TRUE}. + +The values of \code{true_value}, \code{false_value}, and \code{missing_value} must be of +the same type.} + +\item{false_value}{False value + +The new variable (\code{new_var}) is set to the specified value for all by +groups which occur in at least one source (\code{sources}) but the condition +never evaluates to \code{TRUE}. + +The values of \code{true_value}, \code{false_value}, and \code{missing_value} must be of +the same type.} + +\item{missing_value}{Values used for missing information + +The new variable is set to the specified value for all by groups without +observations in any of the sources (\code{sources}). + +The values of \code{true_value}, \code{false_value}, and \code{missing_value} must be of +the same type.} +} +\value{ +The output dataset contains all observations and variables of the +input dataset and additionally the variable specified for \code{new_var}. +} +\description{ +Adds a flag variable to the input dataset which indicates if +there exists at least one observation in one of the source datasets +fulfilling a certain condition. For example, if a dose adjustment flag +should be added to \code{ADEX} but the dose adjustment information is collected +in different datasets, e.g., \code{EX}, \code{EC}, and \code{FA}. +} +\details{ +\enumerate{ +\item For each \code{flag_event()} object specified for \code{flag_events}: The +condition (\code{condition}) is evaluated in the dataset referenced by +\code{dataset_name}. If the \code{by_vars} field is specified the dataset is grouped +by the specified variables for evaluating the condition. If named elements +are used in \code{by_vars} like \code{by_vars = exprs(USUBJID, EXLNKID = ECLNKID)}, +the variables are renamed after the evaluation. If the \code{by_vars} element is +not specified, the observations are grouped by the variables specified for +the \code{by_vars} argument. +\item The new variable (\code{new_var}) is added to the input dataset and set to +the true value (\code{true_value}) if for the by group at least one condition +evaluates to \code{TRUE} in one of the sources. It is set to the false value +(\code{false_value}) if for the by group at least one observation exists and for +all observations the condition evaluates to \code{FALSE} or \code{NA}. Otherwise, it +is set to the missing value (\code{missing_value}). +} +} +\examples{ +library(dplyr) + +# Derive a flag indicating anti-cancer treatment based on CM and PR +adsl <- tribble( + ~USUBJID, + "1", + "2", + "3", + "4" +) + +cm <- tribble( + ~USUBJID, ~CMCAT, ~CMSEQ, + "1", "ANTI-CANCER", 1, + "1", "GENERAL", 2, + "2", "GENERAL", 1, + "3", "ANTI-CANCER", 1 +) + +# Assuming all records in PR indicate cancer treatment +pr <- tibble::tribble( + ~USUBJID, ~PRSEQ, + "2", 1, + "3", 1 +) + +derive_var_merged_ef_msrc( + adsl, + by_vars = exprs(USUBJID), + flag_events = list( + flag_event( + dataset_name = "cm", + condition = CMCAT == "ANTI-CANCER" + ), + flag_event( + dataset_name = "pr" + ) + ), + source_datasets = list(cm = cm, pr = pr), + new_var = CANCTRFL +) + +# Using different by variables depending on the source +# Add a dose adjustment flag to ADEX based on ADEX, EC, and FA +adex <- tribble( + ~USUBJID, ~EXLNKID, ~EXADJ, + "1", "1", "AE", + "1", "2", NA_character_, + "1", "3", NA_character_, + "2", "1", NA_character_, + "3", "1", NA_character_ +) + +ec <- tribble( + ~USUBJID, ~ECLNKID, ~ECADJ, + "1", "3", "AE", + "3", "1", NA_character_ +) + +fa <- tribble( + ~USUBJID, ~FALNKID, ~FATESTCD, ~FAOBJ, ~FASTRESC, + "3", "1", "OCCUR", "DOSE ADJUSTMENT", "Y" +) + +derive_var_merged_ef_msrc( + adex, + by_vars = exprs(USUBJID, EXLNKID), + flag_events = list( + flag_event( + dataset_name = "ex", + condition = !is.na(EXADJ) + ), + flag_event( + dataset_name = "ec", + condition = !is.na(ECADJ), + by_vars = exprs(USUBJID, EXLNKID = ECLNKID) + ), + flag_event( + dataset_name = "fa", + condition = FATESTCD == "OCCUR" & FAOBJ == "DOSE ADJUSTMENT" & FASTRESC == "Y", + by_vars = exprs(USUBJID, EXLNKID = FALNKID) + ) + ), + source_datasets = list(ex = adex, ec = ec, fa = fa), + new_var = DOSADJFL +) +} +\seealso{ +\code{\link[=flag_event]{flag_event()}} + +General Derivation Functions for all ADaMs that returns variable appended to dataset: +\code{\link{derive_var_extreme_flag}()}, +\code{\link{derive_var_joined_exist_flag}()}, +\code{\link{derive_var_merged_exist_flag}()}, +\code{\link{derive_var_merged_summary}()}, +\code{\link{derive_var_obs_number}()}, +\code{\link{derive_var_relative_flag}()}, +\code{\link{derive_vars_joined}()}, +\code{\link{derive_vars_merged_lookup}()}, +\code{\link{derive_vars_merged}()}, +\code{\link{derive_vars_transposed}()} +} +\concept{der_gen} +\keyword{der_gen} diff --git a/man/derive_var_merged_exist_flag.Rd b/man/derive_var_merged_exist_flag.Rd index 76c08d7083..816de31806 100644 --- a/man/derive_var_merged_exist_flag.Rd +++ b/man/derive_var_merged_exist_flag.Rd @@ -19,7 +19,7 @@ derive_var_merged_exist_flag( \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{by_vars} argument(s) to be expected.} +The variables specified by the \code{by_vars} argument are expected to be in the dataset.} \item{dataset_add}{Additional dataset @@ -27,7 +27,7 @@ The variables specified by the \code{by_vars} argument are expected.} \item{by_vars}{Grouping variables -\emph{Permitted Values}: list of variables} +\emph{Permitted Values}: list of variables created by \code{exprs()}} \item{new_var}{New variable @@ -43,21 +43,15 @@ to the false value (\code{false_value}). The new variable is set to the missing value (\code{missing_value}) for by groups not present in the additional dataset.} -\item{true_value}{True value +\item{true_value}{True value} -\emph{Default}: \code{"Y"}} - -\item{false_value}{False value - -\emph{Default}: \code{NA_character_}} +\item{false_value}{False value} \item{missing_value}{Values used for missing information The new variable is set to the specified value for all by groups without observations in the additional dataset. -\emph{Default}: \code{NA_character_} - \emph{Permitted Value}: A character scalar} \item{filter_add}{Filter for additional data @@ -153,6 +147,7 @@ derive_var_merged_exist_flag( General Derivation Functions for all ADaMs that returns variable appended to dataset: \code{\link{derive_var_extreme_flag}()}, \code{\link{derive_var_joined_exist_flag}()}, +\code{\link{derive_var_merged_ef_msrc}()}, \code{\link{derive_var_merged_summary}()}, \code{\link{derive_var_obs_number}()}, \code{\link{derive_var_relative_flag}()}, diff --git a/man/derive_var_merged_summary.Rd b/man/derive_var_merged_summary.Rd index 057bdf569c..673d031bd9 100644 --- a/man/derive_var_merged_summary.Rd +++ b/man/derive_var_merged_summary.Rd @@ -18,7 +18,7 @@ derive_var_merged_summary( \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{by_vars} argument(s) to be expected.} +The variables specified by the \code{by_vars} argument are expected to be in the dataset.} \item{dataset_add}{Additional dataset @@ -169,6 +169,7 @@ derive_var_merged_summary( General Derivation Functions for all ADaMs that returns variable appended to dataset: \code{\link{derive_var_extreme_flag}()}, \code{\link{derive_var_joined_exist_flag}()}, +\code{\link{derive_var_merged_ef_msrc}()}, \code{\link{derive_var_merged_exist_flag}()}, \code{\link{derive_var_obs_number}()}, \code{\link{derive_var_relative_flag}()}, diff --git a/man/derive_var_obs_number.Rd b/man/derive_var_obs_number.Rd index ebdd3375f1..cad35415e0 100644 --- a/man/derive_var_obs_number.Rd +++ b/man/derive_var_obs_number.Rd @@ -15,7 +15,7 @@ derive_var_obs_number( \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{by_vars} and \code{order} argument(s) to be expected.} +The variables specified by the \code{by_vars} and \code{order} arguments are expected to be in the dataset.} \item{by_vars}{Grouping variables @@ -96,6 +96,7 @@ vs \%>\% General Derivation Functions for all ADaMs that returns variable appended to dataset: \code{\link{derive_var_extreme_flag}()}, \code{\link{derive_var_joined_exist_flag}()}, +\code{\link{derive_var_merged_ef_msrc}()}, \code{\link{derive_var_merged_exist_flag}()}, \code{\link{derive_var_merged_summary}()}, \code{\link{derive_var_relative_flag}()}, diff --git a/man/derive_var_relative_flag.Rd b/man/derive_var_relative_flag.Rd index 679df63d95..08c9a901af 100644 --- a/man/derive_var_relative_flag.Rd +++ b/man/derive_var_relative_flag.Rd @@ -20,7 +20,7 @@ derive_var_relative_flag( \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{by_vars} and \code{order} argument(s) to be expected.} +The variables specified by the \code{by_vars} and \code{order} arguments are expected to be in the dataset.} \item{by_vars}{Grouping variables @@ -172,6 +172,7 @@ response \%>\% General Derivation Functions for all ADaMs that returns variable appended to dataset: \code{\link{derive_var_extreme_flag}()}, \code{\link{derive_var_joined_exist_flag}()}, +\code{\link{derive_var_merged_ef_msrc}()}, \code{\link{derive_var_merged_exist_flag}()}, \code{\link{derive_var_merged_summary}()}, \code{\link{derive_var_obs_number}()}, diff --git a/man/derive_var_shift.Rd b/man/derive_var_shift.Rd index 9a46f1e001..73059511ec 100644 --- a/man/derive_var_shift.Rd +++ b/man/derive_var_shift.Rd @@ -17,7 +17,7 @@ derive_var_shift( \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{from_var} and \code{to_var} argument(s) to be expected.} +The variables specified by the \code{from_var} and \code{to_var} arguments are expected to be in the dataset.} \item{new_var}{Name of the character shift variable to create.} diff --git a/man/derive_var_trtdurd.Rd b/man/derive_var_trtdurd.Rd index 940a28240e..d6de2f71e2 100644 --- a/man/derive_var_trtdurd.Rd +++ b/man/derive_var_trtdurd.Rd @@ -9,7 +9,7 @@ derive_var_trtdurd(dataset, start_date = TRTSDT, end_date = TRTEDT) \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{start_date} and \code{end_date} argument(s) to be expected.} +The variables specified by the \code{start_date} and \code{end_date} arguments are expected to be in the dataset.} \item{start_date}{The start date diff --git a/man/derive_vars_aage.Rd b/man/derive_vars_aage.Rd index 2575a97aeb..6f1bc32566 100644 --- a/man/derive_vars_aage.Rd +++ b/man/derive_vars_aage.Rd @@ -16,7 +16,7 @@ derive_vars_aage( \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{start_date} and \code{end_date} argument(s) to be expected.} +The variables specified by the \code{start_date} and \code{end_date} arguments are expected to be in the dataset.} \item{start_date}{The start date diff --git a/man/derive_vars_atc.Rd b/man/derive_vars_atc.Rd index a289247569..1ab28d6f14 100644 --- a/man/derive_vars_atc.Rd +++ b/man/derive_vars_atc.Rd @@ -14,7 +14,7 @@ derive_vars_atc( \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{by_vars} argument(s) to be expected.} +The variables specified by the \code{by_vars} argument are expected to be in the dataset.} \item{dataset_facm}{FACM dataset diff --git a/man/derive_vars_dt.Rd b/man/derive_vars_dt.Rd index 4f45e9fa5a..bf819ea625 100644 --- a/man/derive_vars_dt.Rd +++ b/man/derive_vars_dt.Rd @@ -19,7 +19,7 @@ derive_vars_dt( \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{dtc} argument(s) to be expected.} +The variables specified by the \code{dtc} argument are expected to be in the dataset.} \item{new_vars_prefix}{Prefix used for the output variable(s). diff --git a/man/derive_vars_dtm.Rd b/man/derive_vars_dtm.Rd index 44a3b0b1c0..47d92e8dd4 100644 --- a/man/derive_vars_dtm.Rd +++ b/man/derive_vars_dtm.Rd @@ -21,7 +21,7 @@ derive_vars_dtm( \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{dtc} argument(s) to be expected.} +The variables specified by the \code{dtc} argument are expected to be in the dataset.} \item{new_vars_prefix}{Prefix used for the output variable(s). diff --git a/man/derive_vars_dtm_to_dt.Rd b/man/derive_vars_dtm_to_dt.Rd index 769f3f93fe..55601eb360 100644 --- a/man/derive_vars_dtm_to_dt.Rd +++ b/man/derive_vars_dtm_to_dt.Rd @@ -9,7 +9,7 @@ derive_vars_dtm_to_dt(dataset, source_vars) \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{source_vars} argument(s) to be expected.} +The variables specified by the \code{source_vars} argument are expected to be in the dataset.} \item{source_vars}{A list of datetime variables created using \code{exprs()} from which dates are to be extracted} diff --git a/man/derive_vars_dtm_to_tm.Rd b/man/derive_vars_dtm_to_tm.Rd index 8d4bbeaffc..a3b40c7c73 100644 --- a/man/derive_vars_dtm_to_tm.Rd +++ b/man/derive_vars_dtm_to_tm.Rd @@ -9,7 +9,7 @@ derive_vars_dtm_to_tm(dataset, source_vars) \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{source_vars} argument(s) to be expected.} +The variables specified by the \code{source_vars} argument are expected to be in the dataset.} \item{source_vars}{A list of datetime variables created using \code{exprs()} from which time is to be extracted} diff --git a/man/derive_vars_duration.Rd b/man/derive_vars_duration.Rd index cb6676ab84..a6022bbc69 100644 --- a/man/derive_vars_duration.Rd +++ b/man/derive_vars_duration.Rd @@ -21,7 +21,7 @@ derive_vars_duration( \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{start_date} and \code{end_date} argument(s) to be expected.} +The variables specified by the \code{start_date} and \code{end_date} arguments are expected to be in the dataset.} \item{new_var}{Name of variable to create} diff --git a/man/derive_vars_dy.Rd b/man/derive_vars_dy.Rd index c0e3ddac4b..3591eca955 100644 --- a/man/derive_vars_dy.Rd +++ b/man/derive_vars_dy.Rd @@ -9,7 +9,7 @@ derive_vars_dy(dataset, reference_date, source_vars) \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{reference_date} and \code{source_vars} argument(s) to be expected.} +The variables specified by the \code{reference_date} and \code{source_vars} arguments are expected to be in the dataset.} \item{reference_date}{A date or date-time column, e.g., date of first treatment or date-time of last exposure to treatment. diff --git a/man/derive_vars_joined.Rd b/man/derive_vars_joined.Rd index ff01b996a9..1972c02ccf 100644 --- a/man/derive_vars_joined.Rd +++ b/man/derive_vars_joined.Rd @@ -29,7 +29,7 @@ derive_vars_joined( \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{by_vars} argument(s) to be expected.} +The variables specified by the \code{by_vars} argument are expected to be in the dataset.} \item{dataset_add}{Additional dataset @@ -494,6 +494,7 @@ derive_vars_joined( General Derivation Functions for all ADaMs that returns variable appended to dataset: \code{\link{derive_var_extreme_flag}()}, \code{\link{derive_var_joined_exist_flag}()}, +\code{\link{derive_var_merged_ef_msrc}()}, \code{\link{derive_var_merged_exist_flag}()}, \code{\link{derive_var_merged_summary}()}, \code{\link{derive_var_obs_number}()}, diff --git a/man/derive_vars_merged.Rd b/man/derive_vars_merged.Rd index d021aba1fd..ab3d72d029 100644 --- a/man/derive_vars_merged.Rd +++ b/man/derive_vars_merged.Rd @@ -25,7 +25,7 @@ derive_vars_merged( \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{by_vars} argument(s) to be expected.} +The variables specified by the \code{by_vars} argument are expected to be in the dataset.} \item{dataset_add}{Additional dataset @@ -320,6 +320,7 @@ derive_vars_merged( General Derivation Functions for all ADaMs that returns variable appended to dataset: \code{\link{derive_var_extreme_flag}()}, \code{\link{derive_var_joined_exist_flag}()}, +\code{\link{derive_var_merged_ef_msrc}()}, \code{\link{derive_var_merged_exist_flag}()}, \code{\link{derive_var_merged_summary}()}, \code{\link{derive_var_obs_number}()}, diff --git a/man/derive_vars_merged_lookup.Rd b/man/derive_vars_merged_lookup.Rd index 3016da5a55..ba618ee7b1 100644 --- a/man/derive_vars_merged_lookup.Rd +++ b/man/derive_vars_merged_lookup.Rd @@ -20,7 +20,7 @@ derive_vars_merged_lookup( \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{by_vars} argument(s) to be expected.} +The variables specified by the \code{by_vars} argument are expected to be in the dataset.} \item{dataset_add}{Lookup table @@ -176,6 +176,7 @@ derive_vars_merged_lookup( General Derivation Functions for all ADaMs that returns variable appended to dataset: \code{\link{derive_var_extreme_flag}()}, \code{\link{derive_var_joined_exist_flag}()}, +\code{\link{derive_var_merged_ef_msrc}()}, \code{\link{derive_var_merged_exist_flag}()}, \code{\link{derive_var_merged_summary}()}, \code{\link{derive_var_obs_number}()}, diff --git a/man/derive_vars_period.Rd b/man/derive_vars_period.Rd index 2d00f227b3..78a01d8f9e 100644 --- a/man/derive_vars_period.Rd +++ b/man/derive_vars_period.Rd @@ -14,7 +14,7 @@ derive_vars_period( \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{subject_keys} argument(s) to be expected.} +The variables specified by the \code{subject_keys} argument are expected to be in the dataset.} \item{dataset_ref}{Period reference dataset diff --git a/man/derive_vars_transposed.Rd b/man/derive_vars_transposed.Rd index 9e7e753d5d..0fd4d12265 100644 --- a/man/derive_vars_transposed.Rd +++ b/man/derive_vars_transposed.Rd @@ -16,7 +16,7 @@ derive_vars_transposed( \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{by_vars} argument(s) to be expected.} +The variables specified by the \code{by_vars} argument are expected to be in the dataset.} \item{dataset_merge}{Dataset to transpose and merge @@ -91,6 +91,7 @@ cm \%>\% General Derivation Functions for all ADaMs that returns variable appended to dataset: \code{\link{derive_var_extreme_flag}()}, \code{\link{derive_var_joined_exist_flag}()}, +\code{\link{derive_var_merged_ef_msrc}()}, \code{\link{derive_var_merged_exist_flag}()}, \code{\link{derive_var_merged_summary}()}, \code{\link{derive_var_obs_number}()}, diff --git a/man/dthcaus_source.Rd b/man/dthcaus_source.Rd index 0f336ecd0b..6e99d293eb 100644 --- a/man/dthcaus_source.Rd +++ b/man/dthcaus_source.Rd @@ -92,6 +92,7 @@ Source Objects: \code{\link{event_joined}()}, \code{\link{event_source}()}, \code{\link{event}()}, +\code{\link{flag_event}()}, \code{\link{query}()}, \code{\link{records_source}()}, \code{\link{tte_source}()} diff --git a/man/event.Rd b/man/event.Rd index 6c85a96645..1cc360122c 100644 --- a/man/event.Rd +++ b/man/event.Rd @@ -79,6 +79,7 @@ Source Objects: \code{\link{dthcaus_source}()}, \code{\link{event_joined}()}, \code{\link{event_source}()}, +\code{\link{flag_event}()}, \code{\link{query}()}, \code{\link{records_source}()}, \code{\link{tte_source}()} diff --git a/man/event_joined.Rd b/man/event_joined.Rd index 55cdbedffc..dd64f3c866 100644 --- a/man/event_joined.Rd +++ b/man/event_joined.Rd @@ -286,6 +286,7 @@ Source Objects: \code{\link{dthcaus_source}()}, \code{\link{event_source}()}, \code{\link{event}()}, +\code{\link{flag_event}()}, \code{\link{query}()}, \code{\link{records_source}()}, \code{\link{tte_source}()} diff --git a/man/event_source.Rd b/man/event_source.Rd index dc27054758..dca5cc91e9 100644 --- a/man/event_source.Rd +++ b/man/event_source.Rd @@ -60,6 +60,7 @@ Source Objects: \code{\link{dthcaus_source}()}, \code{\link{event_joined}()}, \code{\link{event}()}, +\code{\link{flag_event}()}, \code{\link{query}()}, \code{\link{records_source}()}, \code{\link{tte_source}()} diff --git a/man/extract_duplicate_records.Rd b/man/extract_duplicate_records.Rd index 3a1f4213e9..53907f690a 100644 --- a/man/extract_duplicate_records.Rd +++ b/man/extract_duplicate_records.Rd @@ -9,7 +9,7 @@ extract_duplicate_records(dataset, by_vars) \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{by_vars} argument(s) to be expected.} +The variables specified by the \code{by_vars} argument are expected to be in the dataset.} \item{by_vars}{A list of expressions created using \code{exprs()} identifying groups of records in which to look for duplicates} diff --git a/man/filter_exist.Rd b/man/filter_exist.Rd index cc176c23ce..0536bce792 100644 --- a/man/filter_exist.Rd +++ b/man/filter_exist.Rd @@ -9,7 +9,7 @@ filter_exist(dataset, dataset_add, by_vars, filter_add = NULL) \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{by_vars} argument(s) to be expected.} +The variables specified by the \code{by_vars} argument are expected to be in the dataset.} \item{dataset_add}{Source dataset diff --git a/man/filter_extreme.Rd b/man/filter_extreme.Rd index 0e7d5bbc3b..45645dd038 100644 --- a/man/filter_extreme.Rd +++ b/man/filter_extreme.Rd @@ -9,7 +9,7 @@ filter_extreme(dataset, by_vars = NULL, order, mode, check_type = "warning") \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{by_vars} and \code{order} argument(s) to be expected.} +The variables specified by the \code{by_vars} and \code{order} arguments are expected to be in the dataset.} \item{by_vars}{Grouping variables diff --git a/man/filter_joined.Rd b/man/filter_joined.Rd index 26641168f8..9a737e669e 100644 --- a/man/filter_joined.Rd +++ b/man/filter_joined.Rd @@ -24,7 +24,7 @@ filter_joined( \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{by_vars} and \code{order} argument(s) to be expected.} +The variables specified by the \code{by_vars} and \code{order} arguments are expected to be in the dataset.} \item{dataset_add}{Additional dataset diff --git a/man/filter_not_exist.Rd b/man/filter_not_exist.Rd index 57f0065aff..0734e6591e 100644 --- a/man/filter_not_exist.Rd +++ b/man/filter_not_exist.Rd @@ -9,7 +9,7 @@ filter_not_exist(dataset, dataset_add, by_vars, filter_add = NULL) \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{by_vars} argument(s) to be expected.} +The variables specified by the \code{by_vars} argument are expected to be in the dataset.} \item{dataset_add}{Source dataset diff --git a/man/filter_relative.Rd b/man/filter_relative.Rd index dd0f532da7..0410779f0b 100644 --- a/man/filter_relative.Rd +++ b/man/filter_relative.Rd @@ -19,7 +19,7 @@ filter_relative( \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{by_vars} and \code{order} argument(s) to be expected.} +The variables specified by the \code{by_vars} and \code{order} arguments are expected to be in the dataset.} \item{by_vars}{Grouping variables diff --git a/man/flag_event.Rd b/man/flag_event.Rd new file mode 100644 index 0000000000..338fd0660d --- /dev/null +++ b/man/flag_event.Rd @@ -0,0 +1,52 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/derive_var_merged_ef_msrc.R +\name{flag_event} +\alias{flag_event} +\title{Create a \code{flag_event} Object} +\usage{ +flag_event(dataset_name, condition = NULL, by_vars = NULL) +} +\arguments{ +\item{dataset_name}{Dataset name of the dataset to be used as input for the +event. The name refers to the dataset specified for \code{source_datasets} in +\code{derive_var_merged_ef_msrc()}. + +\emph{Permitted Values}: a character scalar} + +\item{condition}{Condition + +The condition is evaluated at the dataset referenced by \code{dataset_name}. For +all by groups where it evaluates as \code{TRUE} at least once the new variable +is set to the true value (\code{true_value}).} + +\item{by_vars}{Grouping variables + +If specified, the dataset is grouped by the specified variables before the +condition is evaluated. If named elements are used in \code{by_vars} like +\code{by_vars = exprs(USUBJID, EXLNKID = ECLNKID)}, the variables are renamed +after the evaluation. If the \code{by_vars} element is not specified, the +observations are grouped by the variables specified for the \code{by_vars} +argument of \code{derive_var_merged_ef_msrc()}.} +} +\description{ +The \code{flag_event} object is used to define events as input for the +\code{derive_var_merged_ef_msrc()} function. +} +\seealso{ +\code{\link[=derive_var_merged_ef_msrc]{derive_var_merged_ef_msrc()}} + +Source Objects: +\code{\link{basket_select}()}, +\code{\link{censor_source}()}, +\code{\link{date_source}()}, +\code{\link{death_event}}, +\code{\link{dthcaus_source}()}, +\code{\link{event_joined}()}, +\code{\link{event_source}()}, +\code{\link{event}()}, +\code{\link{query}()}, +\code{\link{records_source}()}, +\code{\link{tte_source}()} +} +\concept{source_specifications} +\keyword{source_specifications} diff --git a/man/get_hori_data.Rd b/man/get_hori_data.Rd index 9be797f41b..95b1170ad6 100644 --- a/man/get_hori_data.Rd +++ b/man/get_hori_data.Rd @@ -9,7 +9,7 @@ get_hori_data(dataset, by_vars, parameters, set_values_to, filter) \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{by_vars} argument(s) to be expected.} +The variables specified by the \code{by_vars} argument are expected to be in the dataset.} \item{by_vars}{By variables} diff --git a/man/get_joined_data.Rd b/man/get_joined_data.Rd index 054a5996dc..caa80177d6 100644 --- a/man/get_joined_data.Rd +++ b/man/get_joined_data.Rd @@ -22,7 +22,7 @@ get_joined_data( \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{by_vars} argument(s) to be expected.} +The variables specified by the \code{by_vars} argument are expected to be in the dataset.} \item{dataset_add}{Additional dataset diff --git a/man/get_summary_records.Rd b/man/get_summary_records.Rd index c8f0473c03..498b4f1c40 100644 --- a/man/get_summary_records.Rd +++ b/man/get_summary_records.Rd @@ -16,7 +16,7 @@ get_summary_records( \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{by_vars} and \code{analysis_var} argument(s) to be expected.} +The variables specified by the \code{by_vars} and \code{analysis_var} arguments are expected to be in the dataset.} \item{by_vars}{Variables to consider for generation of groupwise summary records. Providing the names of variables in \code{\link[=exprs]{exprs()}} will create a diff --git a/man/query.Rd b/man/query.Rd index e004de2e96..4bcc0aefb3 100644 --- a/man/query.Rd +++ b/man/query.Rd @@ -143,6 +143,7 @@ Source Objects: \code{\link{event_joined}()}, \code{\link{event_source}()}, \code{\link{event}()}, +\code{\link{flag_event}()}, \code{\link{records_source}()}, \code{\link{tte_source}()} } diff --git a/man/records_source.Rd b/man/records_source.Rd index ec424bd775..5fb5ce54c3 100644 --- a/man/records_source.Rd +++ b/man/records_source.Rd @@ -49,6 +49,7 @@ Source Objects: \code{\link{event_joined}()}, \code{\link{event_source}()}, \code{\link{event}()}, +\code{\link{flag_event}()}, \code{\link{query}()}, \code{\link{tte_source}()} } diff --git a/man/signal_duplicate_records.Rd b/man/signal_duplicate_records.Rd index 04e06cdb66..6ddc3f741a 100644 --- a/man/signal_duplicate_records.Rd +++ b/man/signal_duplicate_records.Rd @@ -15,7 +15,7 @@ signal_duplicate_records( \arguments{ \item{dataset}{Input dataset -The variables specified by the \code{by_vars} argument(s) to be expected.} +The variables specified by the \code{by_vars} argument are expected to be in the dataset.} \item{by_vars}{A list of expressions created using \code{exprs()} identifying groups of records in which to look for duplicates} diff --git a/man/tte_source.Rd b/man/tte_source.Rd index 780a49b172..4b5518078f 100644 --- a/man/tte_source.Rd +++ b/man/tte_source.Rd @@ -49,6 +49,7 @@ Source Objects: \code{\link{event_joined}()}, \code{\link{event_source}()}, \code{\link{event}()}, +\code{\link{flag_event}()}, \code{\link{query}()}, \code{\link{records_source}()} } diff --git a/man/tte_source_objects.Rd b/man/tte_source_objects.Rd index 9570867e2c..768c7647a6 100644 --- a/man/tte_source_objects.Rd +++ b/man/tte_source_objects.Rd @@ -68,6 +68,7 @@ Source Objects: \code{\link{event_joined}()}, \code{\link{event_source}()}, \code{\link{event}()}, +\code{\link{flag_event}()}, \code{\link{query}()}, \code{\link{records_source}()}, \code{\link{tte_source}()} diff --git a/tests/testthat/test-derive_var_merged_ef_msrc.R b/tests/testthat/test-derive_var_merged_ef_msrc.R new file mode 100644 index 0000000000..01d1be98b5 --- /dev/null +++ b/tests/testthat/test-derive_var_merged_ef_msrc.R @@ -0,0 +1,103 @@ +## Test 1: wihtout by_vars ---- +test_that("derive_var_merged_ef_msrc Test 1: wihtout by_vars", { + expected <- tibble::tribble( + ~USUBJID, ~CANCTRFL, + "1", "Y", + "2", "Y", + "3", "Y", + "4", NA_character_ + ) + + adsl <- select(expected, -CANCTRFL) + + cm <- tibble::tribble( + ~USUBJID, ~CMCAT, ~CMSEQ, + "1", "ANTI-CANCER", 1, + "1", "GENERAL", 2, + "2", "GENERAL", 1, + "3", "ANTI-CANCER", 1 + ) + + pr <- tibble::tribble( + ~USUBJID, ~PRSEQ, + "2", 1, + "3", 1 + ) + + actual <- derive_var_merged_ef_msrc( + adsl, + flag_events = list( + flag_event( + dataset_name = "cm", + condition = CMCAT == "ANTI-CANCER" + ), + flag_event( + dataset_name = "pr" + ) + ), + source_datasets = list(cm = cm, pr = pr), + by_vars = exprs(USUBJID), + new_var = CANCTRFL + ) + + expect_dfs_equal( + base = expected, + compare = actual, + keys = "USUBJID" + ) +}) + +## Test 2: with by_vars ---- +test_that("derive_var_merged_ef_msrc Test 2: with by_vars", { + expected <- tibble::tribble( + ~USUBJID, ~EXLNKID, ~EXADJ, ~DOSADJFL, + "1", "1", "AE", "Y", + "1", "2", NA_character_, "N", + "1", "3", NA_character_, "Y", + "2", "1", NA_character_, "N", + "3", "1", NA_character_, "Y" + ) + + adex <- select(expected, -DOSADJFL) + + ec <- tibble::tribble( + ~USUBJID, ~ECLNKID, ~ECADJ, + "1", "3", "AE", + "3", "1", NA_character_ + ) + + fa <- tibble::tribble( + ~USUBJID, ~FALNKID, ~FATESTCD, ~FAOBJ, ~FASTRESC, + "3", "1", "OCCUR", "DOSE ADJUSTMENT", "Y" + ) + + actual <- derive_var_merged_ef_msrc( + adex, + flag_events = list( + flag_event( + dataset_name = "ex", + condition = !is.na(EXADJ) + ), + flag_event( + dataset_name = "ec", + condition = !is.na(ECADJ), + by_vars = exprs(USUBJID, EXLNKID = ECLNKID) + ), + flag_event( + dataset_name = "fa", + condition = FATESTCD == "OCCUR" & FAOBJ == "DOSE ADJUSTMENT" & FASTRESC == "Y", + by_vars = exprs(USUBJID, EXLNKID = FALNKID) + ) + ), + source_datasets = list(ex = adex, ec = ec, fa = fa), + by_vars = exprs(USUBJID, EXLNKID), + new_var = DOSADJFL, + false_value = "N" + ) + + expect_dfs_equal( + base = expected, + compare = actual, + keys = c("USUBJID", "EXLNKID") + ) +}) diff --git a/tests/testthat/test-roxygen2.R b/tests/testthat/test-roxygen2.R index a0b31eb094..e53ea5cbdc 100644 --- a/tests/testthat/test-roxygen2.R +++ b/tests/testthat/test-roxygen2.R @@ -9,7 +9,7 @@ test_that("roxygen_param_dataset Test 2: Input dataset standardized text works", expect_equal( paste0( "Input dataset \n \n", - "The variables specified by the `by_vars` argument(s) to be expected." + "The variables specified by the `by_vars` argument are expected to be in the dataset." ), roxygen_param_dataset(expected_vars = c("by_vars")) ) From ce23782854b35087b0dec65bc1756b10a9bd073f Mon Sep 17 00:00:00 2001 From: bms63 Date: Tue, 21 Nov 2023 19:44:42 +0000 Subject: [PATCH 42/98] [skip actions] Bump version to 0.12.3.9012 --- DESCRIPTION | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/DESCRIPTION b/DESCRIPTION index b515eac8b3..5807df815b 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,7 +1,7 @@ Type: Package Package: admiral Title: ADaM in R Asset Library -Version: 0.12.3.9011 +Version: 0.12.3.9012 Authors@R: c( person("Ben", "Straub", , "ben.x.straub@gsk.com", role = c("aut", "cre")), person("Stefan", "Bundfuss", role = "aut"), From 4c6980930e02f982b231e413d65dcfe694675be2 Mon Sep 17 00:00:00 2001 From: Edoardo Mancini <53403957+manciniedoardo@users.noreply.github.com> Date: Thu, 23 Nov 2023 11:06:21 +0000 Subject: [PATCH 43/98] Closes #2130 Cheatsheet (#2240) * #2130 added cheatsheet to repo * #2130 updated admiral cheatsheet * #2130 added cheatsheet image * 2130 added hyperlinked cheatsheet * #2130 added NEWS.md text * #2130 Cheatsheet -> Cheat Sheet * #2130 renamed files to fix CMD check issues * #2130 added Cheat Sheet item to PR template * #2130: fixed broken links, added PHUSE link to .lycheeignore * chore: #2130 fix links * #2130 added PowerPoint cheatsheet to repo instead * #2130 updated cheatsheet with new functions and deprecations for 1.0 * #2130 removed quotations from dataset_add call in derive_vars_joined * #2130 lycheeignore text moved to RBuildIgnore, updated screenshot --------- Co-authored-by: Ben Straub --- .Rbuildignore | 1 + .github/pull_request_template.md | 1 + .lycheeignore | 1 + NEWS.md | 2 ++ README.md | 4 ++++ inst/cheatsheet/admiral_cheatsheet.pdf | Bin 0 -> 307283 bytes inst/cheatsheet/admiral_cheatsheet.pptx | Bin 0 -> 659865 bytes inst/cheatsheet/cheatsheet_image.png | Bin 0 -> 547070 bytes 8 files changed, 9 insertions(+) create mode 100644 inst/cheatsheet/admiral_cheatsheet.pdf create mode 100644 inst/cheatsheet/admiral_cheatsheet.pptx create mode 100644 inst/cheatsheet/cheatsheet_image.png diff --git a/.Rbuildignore b/.Rbuildignore index f151bbe521..ec2b02aa4a 100644 --- a/.Rbuildignore +++ b/.Rbuildignore @@ -30,3 +30,4 @@ ^inst/dev_dependencies.R$ ^\.devcontainer$ ^vignettes/articles$ +^inst/cheatsheet$ diff --git a/.github/pull_request_template.md b/.github/pull_request_template.md index fb4053c383..0b69f47ec5 100644 --- a/.github/pull_request_template.md +++ b/.github/pull_request_template.md @@ -6,6 +6,7 @@ Please check off each taskbox as an acknowledgment that you completed the task o - [ ] Code is formatted according to the [tidyverse style guide](https://style.tidyverse.org/). Run `styler::style_file()` to style R and Rmd files - [ ] Updated relevant unit tests or have written new unit tests, which should consider realistic data scenarios and edge cases, e.g. empty datasets, errors, boundary cases etc. - See [Unit Test Guide](https://pharmaverse.github.io/admiraldev/articles/unit_test_guidance.html#tests-should-be-robust-to-cover-realistic-data-scenarios) - [ ] If you removed/replaced any function and/or function parameters, did you fully follow the [deprecation guidance](https://pharmaverse.github.io/admiraldev/articles/programming_strategy.html#deprecation)? +- [ ] Review the [Cheat Sheet](https://github.com/pharmaverse/admiral/blob/main/inst/cheatsheet/admiral_cheatsheet.pdf). Make any required updates to it by editing the file `inst/cheatsheet/admiral_cheatsheet.pptx` and re-upload a PDF version of it to the same folder. - [ ] Update to all relevant roxygen headers and examples, including keywords and families. Refer to the [categorization of functions](https://pharmaverse.github.io/admiraldev/articles/programming_strategy.html#categorization-of-functions) to tag appropriate keyword/family. - [ ] Run `devtools::document()` so all `.Rd` files in the `man` folder and the `NAMESPACE` file in the project root are updated appropriately - [ ] Address any updates needed for vignettes and/or templates diff --git a/.lycheeignore b/.lycheeignore index 5774d2a153..4f5489baa2 100644 --- a/.lycheeignore +++ b/.lycheeignore @@ -3,3 +3,4 @@ https://github.com/pharmaverse/admiral/blob/main/ https://github.com/pharmaverse/admiral/blob/main/inst/templates/ad_adxx.R irongut/CodeCoverageSummary@v1.2.0 https://packagemanager.rstudio.com/cran/__linux__/focal/latest +https://raw.githubusercontent.com/pharmaverse/admiral/main/inst/cheatsheet/cheatsheet_image.png diff --git a/NEWS.md b/NEWS.md index 0b2262218f..e3433bc651 100644 --- a/NEWS.md +++ b/NEWS.md @@ -162,6 +162,8 @@ the imputation functions, e.g., `derive_vars_dtm()`. (#2222) - Website now has button/links to Slack channel and GitHub Issues (#2127) +- Cheat Sheet now added to website front page (#2130) + # admiral 0.12.3 - Fixed a bug in `derive_var_dthcaus()` where if a subject has observations in diff --git a/README.md b/README.md index 699e4c30c3..f88184030a 100644 --- a/README.md +++ b/README.md @@ -30,6 +30,10 @@ To install the development version of the package from GitHub run devtools::install_github("pharmaverse/admiral") ``` +## Cheat Sheet + + + ## Release Schedule [{admiral}](https://pharmaverse.github.io/admiral/) releases are targeted for the first Monday of the last month of each quarter. diff --git a/inst/cheatsheet/admiral_cheatsheet.pdf b/inst/cheatsheet/admiral_cheatsheet.pdf new file mode 100644 index 0000000000000000000000000000000000000000..d0630bdaad4ac12c1673951b16934e2caf5ea5a1 GIT binary patch literal 307283 zcmc$F1zc2JyYJ92bcd7z(lx{Y(nxnBA=1szB{Co&4T4fiNFzun-AITiNQWSu(jXnf 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}}\preformatted{exprs( + BMIBL = (AVAL.WEIGHT / (AVAL.HEIGHT/100)^2) +) +}\if{html}{\out{
}} + +defines the value for the new variable. + +Variable names in the expression must not contain more than one dot. + +\emph{Permitted Values:} List of variable-value pairs} + +\item{filter_add}{Filter condition of additional dataset + +The specified condition is applied to the additional dataset before +deriving the new variable, i.e., only observations fulfilling the +condition are taken into account. + +\emph{Permitted Values:} a condition} + +\item{constant_by_vars}{By variables for constant parameters + +The constant parameters (parameters that are measured only once) are merged +to the other parameters using the specified variables. +(Refer to the Example) + +\emph{Permitted Values:} list of variables} + +\item{constant_parameters}{Required constant parameter codes + +It is expected that all the parameter codes (\code{PARAMCD}) which are required +to derive the new variable and are measured only once are specified here. +For example if BMI should be derived and height is measured only once while +weight is measured at each visit. Height could be specified in the +\code{constant_parameters} parameter. (Refer to the Example) + +If observations should be considered which do not have a parameter code, +e.g., if an SDTM dataset is used, temporary parameter codes can be derived +by specifying a list of expressions. The name of the element defines the +temporary parameter code and the expression defines the condition for +selecting the records. For example \code{constant_parameters = exprs(HGHT = VSTESTCD == "HEIGHT")} selects the observations with +\code{VSTESTCD == "HEIGHT"} from the input data (\code{dataset} and \code{dataset_add}), +sets \code{PARAMCD = "HGHT"} for these observations, and adds them to the +observations to consider. + +Unnamed elements in the list of expressions are considered as parameter +codes. For example, \code{constant_parameters = exprs(WEIGHT, HGHT = VSTESTCD == "HEIGHT")} uses the parameter code \code{"WEIGHT"} and creates a temporary +parameter code \code{"HGHT"}. + +\emph{Permitted Values:} A character vector of \code{PARAMCD} values or a list of expressions} +} +\value{ +The input dataset with the new variables added. +} +\description{ +Adds Variable(s) computed from the analysis value of one or more parameters. +It is expected that the value of the new variable is defined by an expression +using the analysis values of other parameters. For example Body Mass Index at +Baseline (\code{BMIBL}) in \code{ADSL} can be derived from of HEIGHT and WEIGHT +parameters in \code{ADVS}. +} +\details{ +For each group (with respect to the variables specified for the +\code{by_vars} argument), the values of the new variables (\code{new_vars}) are +computed based on the parameters in the additional dataset +(\code{dataset_add}) and then the new variables are merged to the input +dataset (\code{dataset}). +} +\examples{ +library(tibble) +library(dplyr) + +# Example 1: Derive BMIBL +adsl <- tribble( + ~STUDYID, ~USUBJID, ~AGE, ~AGEU, + "PILOT01", "01-1302", 61, "YEARS", + "PILOT01", "17-1344", 64, "YEARS" +) + +advs <- tribble( + ~STUDYID, ~USUBJID, ~PARAMCD, ~PARAM, ~VISIT, ~AVAL, ~AVALU, ~ABLFL, + "PILOT01", "01-1302", "HEIGHT", "Height (cm)", "SCREENING", 177.8, "cm", "Y", + "PILOT01", "01-1302", "WEIGHT", "Weight (kg)", "SCREENING", 81.19, "kg", "N", + "PILOT01", "01-1302", "WEIGHT", "Weight (kg)", "BASELINE", 82.1, "kg", "Y", + "PILOT01", "01-1302", "WEIGHT", "Weight (kg)", "WEEK 2", 81.19, "kg", "N", + "PILOT01", "01-1302", "WEIGHT", "Weight (kg)", "WEEK 4", 82.56, "kg", "N", + "PILOT01", "01-1302", "WEIGHT", "Weight (kg)", "WEEK 6", 80.74, "kg", "N", + "PILOT01", "17-1344", "HEIGHT", "Height (cm)", "SCREENING", 163.5, "cm", "Y", + "PILOT01", "17-1344", "WEIGHT", "Weight (kg)", "SCREENING", 58.06, "kg", "N", + "PILOT01", "17-1344", "WEIGHT", "Weight (kg)", "BASELINE", 58.06, "kg", "Y", + "PILOT01", "17-1344", "WEIGHT", "Weight (kg)", "WEEK 2", 58.97, "kg", "N", + "PILOT01", "17-1344", "WEIGHT", "Weight (kg)", "WEEK 4", 57.97, "kg", "N", + "PILOT01", "17-1344", "WEIGHT", "Weight (kg)", "WEEK 6", 58.97, "kg", "N" +) + +derive_vars_computed( + dataset = adsl, + dataset_add = advs, + by_vars = exprs(STUDYID, USUBJID), + parameters = c("WEIGHT", "HEIGHT"), + new_vars = exprs(BMIBL = compute_bmi(height = AVAL.HEIGHT, weight = AVAL.WEIGHT)), + filter_add = ABLFL == "Y" +) +} +\seealso{ +General Derivation Functions for all ADaMs that returns variable appended to dataset: +\code{\link{derive_var_extreme_flag}()}, +\code{\link{derive_var_joined_exist_flag}()}, +\code{\link{derive_var_merged_ef_msrc}()}, +\code{\link{derive_var_merged_exist_flag}()}, +\code{\link{derive_var_merged_summary}()}, +\code{\link{derive_var_obs_number}()}, +\code{\link{derive_var_relative_flag}()}, +\code{\link{derive_vars_joined}()}, +\code{\link{derive_vars_merged_lookup}()}, +\code{\link{derive_vars_merged}()}, +\code{\link{derive_vars_transposed}()} +} +\concept{der_gen} +\keyword{der_gen} diff --git a/man/derive_vars_joined.Rd b/man/derive_vars_joined.Rd index 1972c02ccf..9a76eaad7c 100644 --- a/man/derive_vars_joined.Rd +++ b/man/derive_vars_joined.Rd @@ -499,6 +499,7 @@ General Derivation Functions for all ADaMs that returns variable appended to dat \code{\link{derive_var_merged_summary}()}, \code{\link{derive_var_obs_number}()}, \code{\link{derive_var_relative_flag}()}, +\code{\link{derive_vars_computed}()}, \code{\link{derive_vars_merged_lookup}()}, \code{\link{derive_vars_merged}()}, \code{\link{derive_vars_transposed}()} diff --git a/man/derive_vars_merged.Rd b/man/derive_vars_merged.Rd index ab3d72d029..0efbe66e28 100644 --- a/man/derive_vars_merged.Rd +++ b/man/derive_vars_merged.Rd @@ -325,6 +325,7 @@ General Derivation Functions for all ADaMs that returns variable appended to dat \code{\link{derive_var_merged_summary}()}, \code{\link{derive_var_obs_number}()}, \code{\link{derive_var_relative_flag}()}, +\code{\link{derive_vars_computed}()}, \code{\link{derive_vars_joined}()}, \code{\link{derive_vars_merged_lookup}()}, \code{\link{derive_vars_transposed}()} diff --git a/man/derive_vars_merged_lookup.Rd b/man/derive_vars_merged_lookup.Rd index ba618ee7b1..1aa67f9560 100644 --- a/man/derive_vars_merged_lookup.Rd +++ b/man/derive_vars_merged_lookup.Rd @@ -181,6 +181,7 @@ General Derivation Functions for all ADaMs that returns variable appended to dat \code{\link{derive_var_merged_summary}()}, \code{\link{derive_var_obs_number}()}, \code{\link{derive_var_relative_flag}()}, +\code{\link{derive_vars_computed}()}, \code{\link{derive_vars_joined}()}, \code{\link{derive_vars_merged}()}, \code{\link{derive_vars_transposed}()} diff --git a/man/derive_vars_transposed.Rd b/man/derive_vars_transposed.Rd index 0fd4d12265..86e931ea2a 100644 --- a/man/derive_vars_transposed.Rd +++ b/man/derive_vars_transposed.Rd @@ -96,6 +96,7 @@ General Derivation Functions for all ADaMs that returns variable appended to dat \code{\link{derive_var_merged_summary}()}, \code{\link{derive_var_obs_number}()}, \code{\link{derive_var_relative_flag}()}, +\code{\link{derive_vars_computed}()}, \code{\link{derive_vars_joined}()}, \code{\link{derive_vars_merged_lookup}()}, \code{\link{derive_vars_merged}()} diff --git a/tests/testthat/test-derive_vars_computed.R b/tests/testthat/test-derive_vars_computed.R new file mode 100644 index 0000000000..83b07bcbeb --- /dev/null +++ b/tests/testthat/test-derive_vars_computed.R @@ -0,0 +1,136 @@ +# derive_vars_computed ---- +## Test 1: new variable is derived correctly ---- +test_that("derive_vars_computed Test 1: new variable is derived correctly", { + adsl <- tribble( + ~STUDYID, ~USUBJID, ~AGE, ~AGEU, + "PILOT01", "01-1302", 61, "YEARS", + "PILOT01", "17-1344", 64, "YEARS" + ) + + advs <- tribble( + ~STUDYID, ~USUBJID, ~PARAMCD, ~PARAM, ~VISIT, ~AVAL, ~AVALU, ~ABLFL, + "PILOT01", "01-1302", "HEIGHT", "Height (cm)", "SCREENING", 177.8, "cm", "Y", + "PILOT01", "01-1302", "WEIGHT", "Weight (kg)", "SCREENING", 81.19, "kg", "N", + "PILOT01", "01-1302", "WEIGHT", "Weight (kg)", "BASELINE", 82.1, "kg", "Y", + "PILOT01", "01-1302", "WEIGHT", "Weight (kg)", "WEEK 2", 81.19, "kg", "N", + "PILOT01", "01-1302", "WEIGHT", "Weight (kg)", "WEEK 4", 82.56, "kg", "N", + "PILOT01", "01-1302", "WEIGHT", "Weight (kg)", "WEEK 6", 80.74, "kg", "N", + "PILOT01", "17-1344", "HEIGHT", "Height (cm)", "SCREENING", 163.5, "cm", "Y", + "PILOT01", "17-1344", "WEIGHT", "Weight (kg)", "SCREENING", 58.06, "kg", "N", + "PILOT01", "17-1344", "WEIGHT", "Weight (kg)", "BASELINE", 58.06, "kg", "Y", + "PILOT01", "17-1344", "WEIGHT", "Weight (kg)", "WEEK 2", 58.97, "kg", "N", + "PILOT01", "17-1344", "WEIGHT", "Weight (kg)", "WEEK 4", 57.97, "kg", "N", + "PILOT01", "17-1344", "WEIGHT", "Weight (kg)", "WEEK 6", 58.97, "kg", "N" + ) + + expected_output <- adsl %>% + mutate(BMIBL = case_when( + USUBJID == "01-1302" ~ 25.9704601042, + USUBJID == "17-1344" ~ 21.7190846262 + )) + + + expect_dfs_equal( + derive_vars_computed( + dataset = adsl, + dataset_add = advs, + by_vars = exprs(STUDYID, USUBJID), + parameters = c("WEIGHT"), + constant_by_vars = exprs(STUDYID, USUBJID), + constant_parameters = c("HEIGHT"), + new_vars = exprs(BMIBL = compute_bmi(height = AVAL.HEIGHT, weight = AVAL.WEIGHT)), + filter_add = ABLFL == "Y" + ), + expected_output, + keys = c("USUBJID") + ) +}) + +## Test 2: no new variables added if filtered dataset is empty ---- +test_that("derive_vars_computed Test 2: no new variables added if filtered dataset is empty", { + adsl <- tribble( + ~STUDYID, ~USUBJID, ~AGE, ~AGEU, + "PILOT01", "01-1302", 61, "YEARS", + "PILOT01", "17-1344", 64, "YEARS" + ) + + advs <- tribble( + ~STUDYID, ~USUBJID, ~PARAMCD, ~PARAM, ~VISIT, ~AVAL, ~AVALU, ~ABLFL, + "PILOT01", "01-1302", "HEIGHT", "Height (cm)", "SCREENING", 177.8, "cm", "Y", + "PILOT01", "01-1302", "WEIGHT", "Weight (kg)", "SCREENING", 81.19, "kg", "N", + "PILOT01", "01-1302", "WEIGHT", "Weight (kg)", "BASELINE", 82.1, "kg", "Y", + "PILOT01", "01-1302", "WEIGHT", "Weight (kg)", "WEEK 2", 81.19, "kg", "N", + "PILOT01", "01-1302", "WEIGHT", "Weight (kg)", "WEEK 4", 82.56, "kg", "N", + "PILOT01", "01-1302", "WEIGHT", "Weight (kg)", "WEEK 6", 80.74, "kg", "N", + "PILOT01", "17-1344", "HEIGHT", "Height (cm)", "SCREENING", 163.5, "cm", "Y", + "PILOT01", "17-1344", "WEIGHT", "Weight (kg)", "SCREENING", 58.06, "kg", "N", + "PILOT01", "17-1344", "WEIGHT", "Weight (kg)", "BASELINE", 58.06, "kg", "Y", + "PILOT01", "17-1344", "WEIGHT", "Weight (kg)", "WEEK 2", 58.97, "kg", "N", + "PILOT01", "17-1344", "WEIGHT", "Weight (kg)", "WEEK 4", 57.97, "kg", "N", + "PILOT01", "17-1344", "WEIGHT", "Weight (kg)", "WEEK 6", 58.97, "kg", "N" + ) + + expected <- adsl %>% + mutate(BMIBL = NA_integer_) + + expect_warning( + derive_vars_computed( + dataset = adsl, + dataset_add = advs, + by_vars = exprs(USUBJID), + parameters = c("WEIGHT"), + constant_by_vars = exprs(USUBJID), + constant_parameters = c("HEIGHT"), + new_vars = exprs(BMIBL = compute_bmi(height = AVAL.HEIGHT, weight = AVAL.WEIGHT)), + filter_add = ABLFL == "" + ) %>% + expect_dfs_equal(expected, + keys = c("USUBJID") + ), + "The input dataset does not contain any observations fullfiling the filter condition .*" + ) +}) + +## Test 3: no new variables are added if a parameter is missing ---- +test_that("derive_vars_computed Test 3: no new variables are added if a parameter is missing", { + adsl <- tribble( + ~STUDYID, ~USUBJID, ~AGE, ~AGEU, + "PILOT01", "01-1302", 61, "YEARS", + "PILOT01", "17-1344", 64, "YEARS" + ) + + advs <- tribble( + ~STUDYID, ~USUBJID, ~PARAMCD, ~PARAM, ~VISIT, ~AVAL, ~AVALU, ~ABLFL, + "PILOT01", "01-1302", "WEIGHT", "Weight (kg)", "SCREENING", 81.19, "kg", "N", + "PILOT01", "01-1302", "WEIGHT", "Weight (kg)", "BASELINE", 82.1, "kg", "Y", + "PILOT01", "01-1302", "WEIGHT", "Weight (kg)", "WEEK 2", 81.19, "kg", "N", + "PILOT01", "01-1302", "WEIGHT", "Weight (kg)", "WEEK 4", 82.56, "kg", "N", + "PILOT01", "01-1302", "WEIGHT", "Weight (kg)", "WEEK 6", 80.74, "kg", "N", + "PILOT01", "17-1344", "WEIGHT", "Weight (kg)", "SCREENING", 58.06, "kg", "N", + "PILOT01", "17-1344", "WEIGHT", "Weight (kg)", "BASELINE", 58.06, "kg", "Y", + "PILOT01", "17-1344", "WEIGHT", "Weight (kg)", "WEEK 2", 58.97, "kg", "N", + "PILOT01", "17-1344", "WEIGHT", "Weight (kg)", "WEEK 4", 57.97, "kg", "N", + "PILOT01", "17-1344", "WEIGHT", "Weight (kg)", "WEEK 6", 58.97, "kg", "N" + ) + + expected <- adsl %>% + mutate(BMIBL = NA_integer_) + + expect_warning( + derive_vars_computed( + dataset = adsl, + dataset_add = advs, + by_vars = exprs(STUDYID, USUBJID), + parameters = c("WEIGHT"), + constant_by_vars = exprs(STUDYID, USUBJID), + constant_parameters = c("HEIGHT"), + new_vars = exprs(BMIBL = compute_bmi(height = AVAL.HEIGHT, weight = AVAL.WEIGHT)), + filter_add = ABLFL == "Y" + ) + %>% + expect_dfs_equal(expected, + keys = c("USUBJID") + ), + "The input dataset does not contain any observations fullfiling the filter condition .*" + ) +}) From 74c0071a5593e8f36724d483dc3729f71299e25e Mon Sep 17 00:00:00 2001 From: bms63 Date: Tue, 28 Nov 2023 19:01:06 +0000 Subject: [PATCH 48/98] [skip actions] Bump version to 0.12.3.9015 --- DESCRIPTION | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/DESCRIPTION b/DESCRIPTION index 42858ffffc..f9429151c3 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,7 +1,7 @@ Type: Package Package: admiral Title: ADaM in R Asset Library -Version: 0.12.3.9014 +Version: 0.12.3.9015 Authors@R: c( person("Ben", "Straub", , "ben.x.straub@gsk.com", role = c("aut", "cre")), person("Stefan", "Bundfuss", role = "aut"), From 234b78db2483dd7df462b7c905b71a26df7d18cc Mon Sep 17 00:00:00 2001 From: Stefan Bundfuss <80953585+bundfussr@users.noreply.github.com> Date: Tue, 28 Nov 2023 20:09:20 +0100 Subject: [PATCH 49/98] Closes #2230 update_generic: rewrite "Generic Functions" vignette (#2246) * #2230 update_generic: create outline * #2230 update_generic: add introduction * #2230 update_generic: add selection method * #2230 update_generic: add summary and compute method, enhance derive_var_merged_summary(), updated NEWS.md * #2230 update_generic: add reactable and style files * #2230 update_generic: fix spelling * #2230 update_generic: fix lintr * #2230 update_generic: update man * #2230 update_generic: update DESCRIPTION * #2230 update_generic: readd note on difference between joined and merged * #2230 update_generic: improve wording * #2230 update_generic: change order of columns --- DESCRIPTION | 2 + NEWS.md | 9 + R/derive_merged.R | 13 +- _pkgdown.yml | 2 +- man/derive_var_merged_summary.Rd | 11 + vignettes/generic.Rmd | 762 ++++++++++++++++++------------- 6 files changed, 480 insertions(+), 319 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index f9429151c3..9c3d215b1d 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -52,9 +52,11 @@ Imports: Suggests: diffdf, DT, + htmltools, knitr, methods, pharmaversesdtm, + reactable, readxl, rmarkdown, testthat (>= 3.0.0), diff --git a/NEWS.md b/NEWS.md index a52e4c254d..a10474c544 100644 --- a/NEWS.md +++ b/NEWS.md @@ -34,6 +34,10 @@ were enhanced such that more than one summary variable can be derived, e.g., - `derive_summary_records()` was enhanced with the following optional arguments: `dataset_add`, `dataset_ref`, `missing_values`. These arguments respectively, generate summary variables from additional datasets, retain/add specific records from a reference dataset, and impute user-defined missing values. `derive_param_exposure()` was enhanced with `dataset_add` as well. (#2142) +- The `missing_values` argument was added to `derive_var_merged_summary()`. It +allows to define values for by groups, e.g., subjects which are not in the +additional dataset. (#2230) + - The argument `dataset` is now optional for `derive_summary_records()` and `derive_param_exposure()`. (#2142) - The "joined" functions (`derive_vars_joined()`, `derive_var_joined_exist_flag()`, @@ -147,6 +151,11 @@ order = exprs(my_order_var), ## Documentation +- The "Generic Functions" vignette (now "Generic Derivations") was rewritten. +Now it provides a more complete overview of the generic derivations, describe +the common concepts, and makes it easier to find the appropriate function. +(#2230) + - A way to standardize roxygen labels and descriptions for function arguments was implemented and tested (#2034) - Link to published CDISC Population PK (ADPPK) implementation guide added. (#2161) diff --git a/R/derive_merged.R b/R/derive_merged.R index ec1a0de80d..5f5f2fa376 100644 --- a/R/derive_merged.R +++ b/R/derive_merged.R @@ -341,7 +341,7 @@ derive_vars_merged <- function(dataset, assert_atomic_vector(true_value, optional = TRUE) assert_atomic_vector(false_value, optional = TRUE) assert_expr_list(missing_values, named = TRUE, optional = TRUE) - if (!is.null(missing_values)) { + if (!is.null(missing_values) && !is.null(new_vars)) { invalid_vars <- setdiff( names(missing_values), vars2chr(replace_values_by_names(new_vars)) @@ -811,6 +811,7 @@ get_not_mapped <- function() { #' calculation. This can include built-in functions as well as user defined #' functions, for example `mean` or `function(x) mean(x, na.rm = TRUE)`. #' +#' @inheritParams derive_vars_merged #' #' @details #' @@ -901,6 +902,7 @@ derive_var_merged_summary <- function(dataset, new_vars = NULL, new_var, filter_add = NULL, + missing_values = NULL, analysis_var, summary_fun) { assert_vars(by_vars) @@ -934,13 +936,14 @@ derive_var_merged_summary <- function(dataset, # Summarise the analysis value and merge to the original dataset derive_vars_merged( dataset, - dataset_add = get_summary_records( - dataset_add, + dataset_add = derive_summary_records( + dataset_add = dataset_add, by_vars = by_vars_right, - filter = !!filter_add, + filter_add = !!filter_add, set_values_to = new_vars, ) %>% select(!!!by_vars_right, names(new_vars)), - by_vars = by_vars + by_vars = by_vars, + missing_values = missing_values ) } diff --git a/_pkgdown.yml b/_pkgdown.yml index 4ac0dfead3..700b00b999 100644 --- a/_pkgdown.yml +++ b/_pkgdown.yml @@ -184,7 +184,7 @@ navbar: href: articles/imputation.html - text: Visit and Period Variables href: articles/visits_periods.html - - text: Generic Functions + - text: Generic Derivations href: articles/generic.html - text: Higher Order Functions href: articles/higher_order.html diff --git a/man/derive_var_merged_summary.Rd b/man/derive_var_merged_summary.Rd index 2d17606fdd..2712f32d4c 100644 --- a/man/derive_var_merged_summary.Rd +++ b/man/derive_var_merged_summary.Rd @@ -11,6 +11,7 @@ derive_var_merged_summary( new_vars = NULL, new_var, filter_add = NULL, + missing_values = NULL, analysis_var, summary_fun ) @@ -68,6 +69,16 @@ considered. \emph{Permitted Values}: a condition} +\item{missing_values}{Values for non-matching observations + +For observations of the input dataset (\code{dataset}) which do not have a +matching observation in the additional dataset (\code{dataset_add}) the values +of the specified variables are set to the specified value. Only variables +specified for \code{new_vars} can be specified for \code{missing_values}. + +\emph{Permitted Values}: named list of expressions, e.g., +\code{exprs(BASEC = "MISSING", BASE = -1)}} + \item{analysis_var}{Analysis variable \ifelse{html}{\href{https://lifecycle.r-lib.org/articles/stages.html#deprecated}{\figure{lifecycle-deprecated.svg}{options: alt='[Deprecated]'}}}{\strong{[Deprecated]}} Please use \code{new_vars} instead. diff --git a/vignettes/generic.Rmd b/vignettes/generic.Rmd index f591e69a7a..6cbef75df0 100644 --- a/vignettes/generic.Rmd +++ b/vignettes/generic.Rmd @@ -1,9 +1,9 @@ --- -title: "Generic Functions" -output: +title: "Generic Derivations" +output: rmarkdown::html_vignette vignette: > - %\VignetteIndexEntry{Generic Functions} + %\VignetteIndexEntry{Generic Derivations} %\VignetteEngine{knitr::rmarkdown} %\VignetteEncoding{UTF-8} --- @@ -18,363 +18,499 @@ library(admiraldev) # Introduction -This vignette explains some of the `{admiral}` generic functions, which we believe -are able to be re-used to sometimes save users having to create so many of their -own functions for study-specific analysis derivations. These re-usable functions give -the users great flexibility, but the challenge is knowing which to use when. So -this vignette is intended to help understand the differences between each, thus -improving the findability of the function needed for each task. - -The focus will be on the following different sets of generic functions: - -* [_merged_ functions](#merged) -* [_joined_ functions](#joined) -* [_extreme_ functions](#extreme) - -In each section below, we will show examples of different functions that belong -to each of these sets, but we don't list out each and every function offered. -Users should refer to the Reference page and search for example "merged" to see -the full list of functions offered for this respective set, with more examples -shown within each function page. +This vignette provides an overview of the most important admiral functions, the +generic derivations. They do not derive a specific variable or parameter in a +specific dataset but can be used for many different derivations in many +different datasets. The most important concepts and some examples are presented +here. For full details and more examples see the documentation of the functions. ## Required Packages The examples in this vignette require the following packages. -For example purpose, the SDTM datasets from `{pharmaversesdtm}` are used. - ```{r, warning=FALSE, message=FALSE} library(admiral) -library(pharmaversesdtm) -library(dplyr, warn.conflicts = FALSE) -library(stringr) library(tibble) - -data("dm") -data("ds") -data("ex") -data("ae") -dm <- convert_blanks_to_na(dm) -ds <- convert_blanks_to_na(ds) -ex <- convert_blanks_to_na(ex) -ae <- convert_blanks_to_na(ae) -``` -```{r echo=FALSE} -# Filter test patients and make more realistic and interesting for the examples -dm <- filter(dm, USUBJID %in% c("01-701-1111", "01-701-1047", "01-701-1057")) -ds <- filter(ds, USUBJID %in% c("01-701-1111", "01-701-1047", "01-701-1057")) %>% - mutate(DSSTDTC = case_when( - USUBJID == "01-701-1111" & DSDECOD == "RANDOMIZED" ~ "2012-08-01", - TRUE ~ DSSTDTC - )) -ex <- filter(ex, USUBJID %in% c("01-701-1111", "01-701-1047", "01-701-1057")) -ae <- filter(ae, USUBJID %in% c("01-701-1111", "01-701-1047")) %>% - mutate(AESTDTC = case_when( - USUBJID == "01-701-1111" & AESTDY == "-61" ~ "2012-09-14", - TRUE ~ AESTDTC - )) %>% - mutate(AESTDY = case_when( - USUBJID == "01-701-1111" & AESTDY == "-61" ~ 8, - TRUE ~ AESTDY - )) ``` -# Difference between _merged_ and _joined_ functions - -Firstly, we need to address the question all new users will have... why do we have -"merged" and "joined" functions and are they not the same thing?? - -Essentially in both sets of functions we are trying to take information from -an additional dataframe (passed into the `dataset_add` argument) and join it to -our original dataframe (passed into the `dataset` argument). The subtle difference -is that "merged" functions select the relevant information from the additional -dataframe and then adds it to the original dataframe; whilst "joined" functions -allow an extra filter condition after the join to further select the relevant -information. - -So in `derive_vars_joined()` for example, the filter conditions can depend on variables -from both dataframes; whilst in `derive_vars_merged()` only variables from the -additional dataframe can be used. Examples will be shown in the below sections to -further explain the difference. - -In principle though, we actually could achieve every "merged" function result using -the equivalent "joined" function. However, the "joined" functions require much more -resources (time and memory), hence why we include both options for users. - -# _merged_ functions {#merged} - -## Description - -As explained above, this simpler set of functions for joins selects relevant -information from the additional dataframe and joins it to the original dataframe. - -The additional dataframe can be filtered based on a user-defined condition passed -into the `filter_add` argument and/or (where relevant) by selecting the first or -last observation for each by group (`order` and `mode` arguments) and then joined with -the input dataframe by user-specified variables passed into `by_vars` argument. -Variables from the additional dataframe can be joined to the input dataframe as -they are or can be renamed (`new_vars` argument). - -The dataframe returned from the function call contains all observations and variables -from the original dataframe (with or without filtering applied) and additionally -the variable(s) specified for `new_var`/`new_vars` from the additional dataframe. -This is achieved via an underlying [dplyr::left_join](https://dplyr.tidyverse.org/reference/mutate-joins.html). -For observations without a match in the additional dataframe the new variable(s) -are set to `NA`. Observations in the additional dataframe which have no match in -the original dataframe are ignored. - -## Examples - -A simple call to derive `ADSL` randomization date (`ADSL.RANDDT`) from an -intermediate additional dataframe would use `derive_vars_merged()` as follows. - -```{r eval=TRUE} -# Use DM domain as basis to build ADSL -adsl_01 <- dm %>% - select(-DOMAIN) - -# Convert disposition character date to numeric date and -# join as randomization date to ADSL -adsl_02 <- adsl_01 %>% - derive_vars_merged( - dataset_add = ds, - filter_add = DSDECOD == "RANDOMIZED", - by_vars = exprs(STUDYID, USUBJID), - new_vars = exprs(RANDDT = convert_dtc_to_dt(DSSTDTC)) - ) -``` -This call would return the input dataframe with the variable `RANDDT` added. - -Now, an example to add first treatment datetime (`ADSL.TRTSDT`), where we -need to make use of `derive_vars_merged()` with the `mode` and `order` arguments -to select the required observations from the additional dataframe. Note: the -`filter_add` argument here shows a possible method for checking only for valid doses. - -```{r eval=TRUE} -# Convert exposure start date to numeric date without imputation, -# determine first exposure datetime and add to ADSL -adsl_03 <- adsl_02 %>% - derive_vars_merged( - dataset_add = ex, - filter_add = (EXDOSE > 0 | (EXDOSE == 0 & str_detect(EXTRT, "PLACEBO"))) & - !is.na(TRTSDT), - new_vars = exprs(TRTSDT = convert_dtc_to_dt(EXSTDTC)), - order = exprs(TRTSDT, EXSEQ), - mode = "first", - by_vars = exprs(STUDYID, USUBJID) - ) +# Characterization of Derivations + +The generic functions can be characterized by the following three properties: + +- What should be added? There are two options: + - _Variables_ + - _Records/Parameters_ +- What is the source data? There are two options: + - A _single_ source dataset + - _Multiple_ source datasets +- Which method should be used? There are three options: + - _Selection_: The new values are derived by selecting records, e.g., the + baseline records, the last exposure record, ... + - _Summary_: The new values are derived by summarizing values, e.g., sum, + average, concatenation, ... + - _Computation_: The new values are derived by a computation with more than + one value as input, e.g., deriving BMI or BSA from height and weight + +## Overview of Derivations + +Using the three properties makes it easy to find the appropriate function for a +particular derivation. The following interactive table lists all generic +functions and their properties. + +```{r, echo=FALSE} +library(reactable) + +generic_derivations <- tibble::tribble( + ~Derivation, ~Method, ~What, ~Source, + "derive_var_extreme_flag()", "selection", "variables", "single", + "derive_var_joined_exist_flag()", "selection", "variables", "single", + "derive_var_merged_ef_msrc()", "selection", "variables", "multiple", + "derive_var_merged_exist_flag()", "selection", "variables", "single", + "derive_vars_merged_summary()", "summary", "variables", "single", + "derive_vars_joined()", "selection", "variables", "single", + "derive_vars_merged()", "selection", "variables", "single", + "derive_extreme_event()", "selection", "records", "multiple", + "derive_extreme_records()", "selection", "records", "single", + "derive_param_computed()", "computation", "records", "single", + "derive_param_exist_flag()", "selection", "records", "single", + "derive_summary_records()", "summary", "records", "single" +) %>% dplyr::select(Derivation, What, Source, Method) + +reactable( + generic_derivations, + columns = list( + Derivation = colDef( + minWidth = 200, + cell = function(value, index) { + # Render as a link + url <- paste0( + "../reference/", + substr(value, 1, nchar(value) - 2), + ".html" + ) + htmltools::tags$a(href = url, as.character(value)) + } + ) + ), + defaultSorted = list("What" = "desc", "Source" = "desc", "Method" = "asc"), + filterable = TRUE, + resizable = TRUE, + defaultPageSize = 20 +) ``` -This call would return the input dataframe with `TRTSDT` added. - -Beyond `derive_vars_merged()`, other "merged" functions offer specific common -analysis needs. For example, below shows an example of using `derive_var_merged_exist_flag()` -for adding safety population flag (`ADSL.SAFFL`). - -In this case we create a new flag variable (`new_var` argument) based on information we -take from the additional dataframe to tell us if a certain `condition` is met. -For all by groups (`by_vars` argument) where the check evaluates as `TRUE` at least -once the flag is set to `"Y"` (or whatever user passes in `true_value` argument). - -Note: we have extra arguments available here for patients that do not meet the `condition`. -In the below example, we set patients in `EX` with no valid dose to `"N"` (`false_value`) -and the same for patients with no observations at all in `EX` (`missing_value`). - -```{r eval=TRUE} -# Add safety population flag to ADSL -adsl_04 <- adsl_03 %>% - derive_var_merged_exist_flag( - dataset_add = ex, - by_vars = exprs(STUDYID, USUBJID), - new_var = SAFFL, - condition = (EXDOSE > 0 | (EXDOSE == 0 & str_detect(EXTRT, "PLACEBO"))), - false_value = "N", - missing_value = "N" - ) +# Source Data + +Most derivation functions expect a single source dataset. For some multiple +source datasets can be specified. In both cases the way how to specify the +source datasets is the same across all generic functions. + +## Single Source Dataset + +For functions expecting a single source dataset the data is provided by the +`dataset_add` argument. This is a mandatory argument. The data provided by the +`dataset` argument is not used[^1]. + +[^1]: `derive_param_computed()` is an exception. It uses the data from both +arguments. + +If the `dataset_add` argument is not provided, the data from `dataset` is used +(`derive_var_extreme_flag()`). + +## Multiple Source Datasets + +For functions expecting multiple source datasets the data is provided by the +`source_datasets` argument. The datasets are referred to by the `dataset_name` +element of the source objects. + +For example, consider the derivation of a response parameter. The three possible +responses are defined by `event()` objects. These objects define the events but +do not include any data. Instead the `dataset_name` field is set to a +(character) id. This id is used in the `source_datasets` argument of the +derivation function to link the data to the events. I.e., for the first two +events (`complete_response` and `partial_response`) the dataset `adrs_ovr` is +used while for the last event the dataset `myadsl` is used. ``` +complete_response <- event( + description = "Define complete response", + dataset_name = "ovr", + condition = AVALC == "CR", + set_values_to = exprs(AVALC = "COMPLETE RESPONSE") +) -Here's how all these above derived variables then look in the dataset. +partial_response <- event( + description = "Define partial response", + dataset_name = "ovr", + condition = AVALC == "PR", + set_values_to = exprs(AVALC = "PARTIAL RESPONSE") +) -```{r, eval=TRUE, echo=FALSE} -dataset_vignette( - dataset = adsl_04, - display_vars = exprs(USUBJID, RANDDT, TRTSDT, SAFFL) +no_response <- event( + description = "Define no response for all patients in adsl", + dataset_name = "adsl", + condition = TRUE, + set_values_to = exprs(AVALC = "NO RESPONSE") ) -``` -Some further examples of "merged" functions are `derive_vars_merged_lookup()` to -join a user-defined lookup table as commonly used in BDS ADaMs or -`derive_var_merged_summary()` to merge summarized values from the additional -dataframe. +derive_extreme_event( + ... + events = list(complete_response, partial_response, no_response), + source_datasets = list(ovr = adrs_ovr, adsl = myadsl), + ... +) +``` +This allows to define the source objects independent of the data. I.e., the same +source object can be used for different source datasets. For example, the +parameter above could be derived for data from a second reporter by just +changing `source_dataset`: +``` +derive_extreme_event( + ... + events = list(complete_response, partial_response, no_response), + source_datasets = list(ovr = adrs_ovr_reporter2, adsl = myadsl), + ... +) +``` -# _joined_ functions {#joined} +For some source objects the `dataset_name` element is optional, e.g., `event()`. +If it is not specified, the input dataset (`dataset`) is used. -## Description +# Methods -For any "joined" function remember from above that the main difference is that -given the additional option to filter after the join, it means that selection of -the observations to add from the additional dataframe can depend on variables from -both this and the original dataframe. +The generic derivations use three different methods for deriving the values of +the new variables or records. Usually the derivation applies the method several +times, once for each group in the input or source data. The groups are defined +by the `by_vars` argument, e.g., `by_vars = exprs(USUBJID)` for "each subject" +or `by_vars = exprs(USUBJID, PARAMCD)` for "each subject and parameter". -So, as with the "merged" functions the additional dataframe can first be filtered -based on a user-defined condition passed into the `filter_add` argument. Then it -is joined with the input dataframe by user-specified variables passed into `by_vars` -argument. The joined dataframe can then be further restricted by the `filter_join` -condition, before optionally selecting the first or last observation for each by -group (`order` and `mode` arguments). Finally the joined variables from the additional -dataframe can be renamed (`new_vars` argument). +## Selection -To illustrate this, imagine that in the above randomization date example you only -wanted the date populated for patients randomized within 30 days of first treatment. -You would now need to check both the additional `DS` and the original `ADSL` dataframes, -so this would not be possible in one step using the "merged" functions. +The most common method is the selection method. It selects a record from the +source dataset(s) and adds information from the selected record to the input +dataset. This information could be just a flag indicating that a record exists, +one or more variables from the selected records, or new variables created from +the selected record. -## Examples +### Options for Selection -The above mentioned randomization date variable (let's call it `RAND30DT` here) -would use `derive_vars_joined()` as follows. +In the simplest case the record is selected by a condition. The condition is +specified by the `filter_add` or `filter` argument. In the following example +baseline weight is added to `ADSL`. +```{r} +adsl <- tribble( + ~USUBJID, + "1", + "2", + "3" +) -```{r eval=TRUE} -# Convert disposition character date to numeric date without imputation -ds_ext <- derive_vars_dt( - dataset = ds, - dtc = DSSTDTC, - new_vars_prefix = "DSST" +advs <- tribble( + ~USUBJID, ~PARAMCD, ~AVISIT, ~ABLFL, ~AVAL, ~AVALU, + "1", "WEIGHT", "BASELINE", "Y", 58.7, "kg", + "1", "HEIGHT", "BASELINE", "Y", 169.2, "cm", + "1", "WEIGHT", "WEEK 3", NA, 59.3, "kg", + "2", "WEIGHT", "BASELINE", "Y", 72.5, "kg", + "2", "WEIGHT", "WEKK 3", NA, 71.9, "kg", ) -# Join randomization date to ADSL only for safety population patients -adsl_05 <- adsl_04 %>% - derive_vars_joined( - dataset_add = ds_ext, - filter_add = DSDECOD == "RANDOMIZED", - by_vars = exprs(STUDYID, USUBJID), - new_vars = exprs(RAND30DT = DSSTDT), - join_type = "all", - filter_join = DSSTDT >= TRTSDT - 30 - ) +derive_vars_merged( + adsl, + dataset_add = advs, + by_vars = exprs(USUBJID), + filter_add = PARAMCD == "WEIGHT" & ABLFL == "Y", + new_vars = exprs(WGTBL = AVAL) +) ``` -```{r, eval=TRUE, echo=FALSE} -dataset_vignette( - dataset = adsl_05, - display_vars = exprs(USUBJID, RANDDT, TRTSDT, RAND30DT) +Sometimes it is not possible to select the record of interest by a condition, +e.g., if the first, last, best, worst, lowest, highest, ... value should be +derived. In this case the `mode` and `order` argument can be specified to select +the first or last record with respect to the variables specified for `order`. +Below the day of the last valid dose is added to `ADSL`. + +```{r} +adsl <- tribble( + ~USUBJID, + "1", + "2", + "3" ) -``` -Now, let's consider another example of `derive_vars_joined()`. For this we'll need to -additionally use the `join_vars` argument, which is where the user needs to call out -any variables from the additional dataframe being used in `filter_join`. Note: If a -specified variable exists in both dataframes, then the suffix ".join" is added to the -variable from the additional dataframe. - -In this case we want to add a datacut flag to `AE`, only for events occurring up -to and including this day. So in this case `AE` is the original dataframe and the -datacut source is the additional dataframe that needs to be joined. - -```{r eval=TRUE} -# Create a unique datacut day for each patient -datacut <- tribble( - ~USUBJID, ~DCUTDY, ~DCUTFL, - "01-701-1047", 25, "Y", - "01-701-1111", 5, "Y" +ex <- tribble( + ~USUBJID, ~EXSTDY, ~EXDOSE, + "1", 1, 50, + "1", 7, 70, + "1", 14, 0, + "2", 1, 75, + "2", 9, 70 ) -# Join datacut flag to AE only for events up to and including this date -ae_01 <- ae %>% - derive_vars_joined( - dataset_add = datacut, - by_vars = exprs(USUBJID), - new_vars = exprs(DCUTFL), - join_vars = exprs(DCUTDY), - join_type = "all", - filter_join = AESTDY <= DCUTDY - ) +derive_vars_merged( + adsl, + dataset_add = ex, + by_vars = exprs(USUBJID), + filter_add = EXDOSE > 0, + order = exprs(EXSTDY), + mode = "last", + new_vars = exprs(TRTEDY = EXSTDY) +) ``` -```{r, eval=TRUE, echo=FALSE} -ae_01 %>% - select(USUBJID, AEDECOD, AESTDY, DCUTFL) %>% - arrange(USUBJID, AESTDY) %>% - dataset_vignette(display_vars = exprs(USUBJID, AEDECOD, AESTDY, DCUTFL)) -``` +It is also possible to select the record based on records of the input _and_ the +source dataset. For this type of selection `{admiral}` provides the functions +`derive_vars_joined()`, `derive_var_joined_exist_flag()`, and +`derive_extreme_event()`. They provide the `filter_join` argument which accepts +conditions with variables from both the input dataset (`dataset`) and the +additional dataset (`dataset_add`). As an example consider deriving the day and +dose of the last study treatment before an adverse event: + +```{r} +adae <- tribble( + ~USUBJID, ~ASTDY, ~AESEQ, + "1", 3, 1, + "1", 3, 2, + "1", 15, 3 +) -The `derive_vars_joined()` function could also be used to join the original dataframe -back with itself, which may be necessary if you're comparing across different observations. -For example, the below shows how a "nadir" calculation would be achieved which checks -for the worst value prior up to that observation. - -Here is how you would derive the highest severity AE the patient has occurred -post-baseline up to and excluding the current AE day. - -```{r eval=TRUE} -# Derive nadir severity (AENADSEV) -# Use a numeric version of severity for sorting with severe=1, moderate=2, mild=3 -ae_02 <- ae_01 %>% - derive_vars_joined( - dataset_add = ae_01, - filter_add = AESTDY > 0, - by_vars = exprs(USUBJID), - order = exprs(as.integer(factor(AESEV, levels = c("SEVERE", "MODERATE", "MILD")))), - new_vars = exprs(AENADSEV = AESEV), - join_vars = exprs(AESTDY), - join_type = "all", - filter_join = AESTDY.join < AESTDY, - mode = "first", - check_type = "none" - ) -``` +ex <- tribble( + ~USUBJID, ~EXSTDY, ~EXDOSE, + "1", 1, 50, + "1", 7, 70, + "1", 14, 0, + "2", 1, 75, + "2", 9, 70 +) -```{r, eval=TRUE, echo=FALSE} -ae_02 %>% - select(USUBJID, AEDECOD, AESTDY, AESEV, AENADSEV) %>% - arrange(USUBJID, AESTDY) %>% - dataset_vignette(display_vars = exprs(USUBJID, AEDECOD, AESTDY, AESEV, AENADSEV)) +derive_vars_joined( + adae, + dataset_add = ex, + by_vars = exprs(USUBJID), + filter_add = EXDOSE > 0, + filter_join = EXSTDY <= ASTDY, + join_type = "all", + order = exprs(EXSTDY), + mode = "last", + new_vars = exprs(LSTDOSDY = EXSTDY, LASTDOS = EXDOSE) +) ``` -There exists a further function `derive_var_joied_exist_flag()`, which follows -a similar principle to the "joined" set as explained here. This can be used for whenever -one set of observations "confirms" another set in a dataframe, i.e. the flag is only -set for your observation if both the observation and some other observation meet both -the user-specified criteria. - -# _extreme_ functions {#extreme} +The `filter_join` condition is applied on a temporary dataset created by left joining the input dataset and the additional dataset (restricted by `filter_add`): +```{r, echo=FALSE} +admiral:::get_joined_data( + adae, + dataset_add = ex, + by_vars = exprs(USUBJID), + filter_add = EXDOSE > 0, + join_vars = exprs(EXDOSE), + join_type = "all", + order = exprs(EXSTDY) +) +``` -## Description -The "extreme" functions are used for finding the first or last observation -(from `order` and `mode` arguments) within each by group (`by_vars` argument). +The "joined" function can also be used when the condition for selecting depends +on previous or subsequent records in the dataset. In this case the same dataset +is specified for `dataset` and `dataest_add`. Consider the following example +where `"HIGH"` results should be flagged which are confirmed by a second +`"HIGH"` result at least ten days later. +```{r} +adlb <- tribble( + ~USUBJID, ~PARAMCD, ~ADY, ~ANRIND, + "1", "AST", 1, "HIGH", + "1", "AST", 7, "HIGH", + "1", "AST", 14, "NORMAL", + "1", "ALT", 1, "HIGH", + "1", "ALT", 7, "NORMAL", + "1", "ALT", 14, "HIGH", + "2", "AST", 1, "HIGH", + "2", "AST", 15, "HIGH", + "2", "AST", 22, "NORMAL", + "2", "ALT", 1, "HIGH" +) -These can then be output as a flag variable, a date, or as new records dependent -on which respective function is used between `derive_var_extreme_flag()`, -`derive_var_extreme_dt()` or `derive_extreme_records()` for example. +derive_var_joined_exist_flag( + adlb, + dataset_add = adlb, + by_vars = exprs(USUBJID, PARAMCD), + order = exprs(ADY), + join_vars = exprs(ADY, ANRIND), + join_type = "after", + filter_join = ANRIND == "HIGH" & ANRIND.join == "HIGH" & ADY.join > ADY + 10, + new_var = HICONFFL +) +``` +The `join_type` argument is set to `"after"` to restrict the joined records to +subsequent results. + +As the same variables are included in `dataset` and `dataset_add`, those from +`dataset_add` are renamed by adding the suffix ".join". The variables from +`dataset_add` which are used in `filter_join` must be specified for `join_vars`. +So the temporary dataset for applying `filter_join` is: +```{r, echo=FALSE} +admiral:::get_joined_data( + adlb, + dataset_add = adlb, + by_vars = exprs(USUBJID, PARAMCD), + order = exprs(ADY), + join_vars = exprs(ADY, ANRIND), + join_type = "after" +) +``` +It is possible to use summary functions like `all()` or `any()` in +`filter_join`. Assume that in the previous example records should be flagged +only if all results between the flagged record and the confirmation record were +`"HIGH"`. This can be achieved by specifying the `first_cond_upper` argument and +set it to the condition for confirmation. +```{r} +derive_var_joined_exist_flag( + adlb, + dataset_add = adlb, + by_vars = exprs(USUBJID, PARAMCD), + order = exprs(ADY), + join_vars = exprs(ADY, ANRIND), + join_type = "after", + first_cond_upper = ANRIND.join == "HIGH" & ADY.join > ADY + 10, + filter_join = ANRIND == "HIGH" & all(ANRIND.join == "HIGH"), + new_var = HICONFFL +) +``` +If the `first_cond_upper` argument is specified the records in the joined +dataset are restricted up to the first records where the condition is fulfilled: +```{r, echo=FALSE} +admiral:::get_joined_data( + adlb, + dataset_add = adlb, + by_vars = exprs(USUBJID, PARAMCD), + order = exprs(ADY), + join_vars = exprs(ADY, ANRIND), + join_type = "after", + first_cond_upper = ANRIND.join == "HIGH" & ADY.join > ADY + 10 +) +``` +Thereafter `filter_join` is applied to the restricted joined dataset. I.e., the +`all()` function considers only the results up to the confirmation records and +ignores subsequent results. + +**Note:** In principle, we actually could achieve every result from +`derive_vars_merged()` and `derive_var_merged_exist_flag()` by using +`derive_vars_joined()` or `derive_var_joined_exist_flag()` respectively. +However, the "joined" functions require much more resources (time and memory), +hence it is recommended to use them only if it is really required, i.e., the +condition for selecting records depends on variables from _both_ datasets. + +### New Values + +How the (new) variables are set depends on whether variables, a flag, or records +are added by the derivation. + +- If only a flag needs to be added, the flag functions +(`derive_var_merged_exist_flag()`, `derive_var_joined_exist_flag()`) can be +used. The name of the new variable is specified by the `new_var` argument and +the values of the flag by `true_value` and `false_value`. +- If new variables from the selected record needs to be added, the name of the +new variables and their values are specified by the `new_vars` argument. If in +addition a flag should be added, the `exist_flag` argument and the `true_value` +and `false_value` argument can be used. +- If new records are added, the variables and their values are defined by the +`set_values_to` argument. + +## Summary + +If the new values should be derived by summarizing values, e.g., sum, average, +concatenation, ..., the functions `derive_summary_records()` or +`derive_var_merged_summary()` can be used. For example, adding an average dose +parameter to `ADEX` can be done by the following: +```{r} +adex <- tribble( + ~USUBJID, ~ASTDY, ~AVAL, ~PARAMCD, + "1", 1, 50, "DOSE", + "1", 7, 70, "DOSE", + "1", 14, 0, "DOSE", + "2", 1, 75, "DOSE", + "2", 9, 70, "DOSE" +) -## Example +derive_summary_records( + adex, + dataset_add = adex, + filter_add = AVAL > 0, + by_vars = exprs(USUBJID), + set_values_to = exprs( + AVAL = mean(AVAL), + PARAMCD = "AVERAGE DOSE" + ) +) +``` +The summary function, the source variable, and the new variable can be specified +by the `set_values_to` argument. Variables which are not specified by +`set_values_to` or `by_vars` are set to `NA` for the new records. + +If the average dose should be added as a variable to `ADSL`, consider the +following: +```{r} +adsl <- tribble( + ~USUBJID, + "1", + "2", + "3" +) -Building on the above case, let's use `derive_var_extreme_flag()` to now flag -the earliest observation with the highest severity per patient. +derive_var_merged_summary( + adsl, + dataset_add = adex, + filter_add = AVAL > 0, + by_vars = exprs(USUBJID), + new_vars = exprs( + AVERDOSE = mean(AVAL) + ), + missing_values = exprs(AVERDOSE = 0) +) +``` +Here the summary function, the source variable, and the new variable are +specified by the `new_vars` argument. For subjects without exposure observations +the value of the new variable can be defined by the `missing_values` argument. + +## Computed + +If the new values should be computed from different parameters of the source dataset, `derive_param_computed()` can be used. The computed value can be specified by the `set_values_to` argument. The values of the source variable for a parameter can be referred to by temporary variables of the form `.`. +```{r} +advs <- tribble( + ~USUBJID, ~AVISIT, ~PARAMCD, ~AVAL, ~AVALU, + "1", "BASELINE", "WEIGHT", 32.6, "kg", + "1", "BASELINE", "HEIGHT", 155.4, "cm", + "1", "MONTH 6", "WEIGHT", 33.2, "kg", + "1", "MONTH 6", "HEIGHT", 155.8, "cm", + "2", "BASELINE", "WEIGHT", 44.2, "kg", + "2", "BASELINE", "HEIGHT", 145.3, "cm", + "2", "MONTH 6", "WEIGHT", 42.0, "kg", + "2", "MONTH 6", "HEIGHT", 146.4, "cm" +) -```{r eval=TRUE} -# Highest severity flag (AEHSEVFL) -ae_03 <- ae_02 %>% - derive_var_extreme_flag( - new_var = AEHSEVFL, - by_vars = exprs(USUBJID), - order = exprs( - as.integer(factor(AESEV, levels = c("SEVERE", "MODERATE", "MILD"))), - AESTDY, AESEQ - ), - mode = "first" +derive_param_computed( + advs, + by_vars = exprs(USUBJID, AVISIT), + parameters = c("WEIGHT", "HEIGHT"), + set_values_to = exprs( + AVAL = AVAL.WEIGHT / (AVAL.HEIGHT / 100)^2, + PARAMCD = "BMI", + AVALU = "kg/m^2" ) +) ``` -```{r, eval=TRUE, echo=FALSE} -ae_03 %>% - select(USUBJID, AESTDY, AESEQ, AESEV, AEHSEVFL) %>% - arrange(USUBJID, AESTDY, AESEQ) %>% - dataset_vignette(display_vars = exprs(USUBJID, AESTDY, AESEQ, AESEV, AEHSEVFL)) +For common computations like BMI `{admiral}` offers [computation +functions](../reference/#computation-functions-for-vectors). In the previous +example `compute_bmi()` could be used instead of the formula for BMI: +```{r} +derive_param_computed( + advs, + by_vars = exprs(USUBJID, AVISIT), + parameters = c("WEIGHT", "HEIGHT"), + set_values_to = exprs( + AVAL = compute_bmi(weight = AVAL.WEIGHT, height = AVAL.HEIGHT), + PARAMCD = "BMI", + AVALU = "kg/m^2" + ) +) ``` - -Common further examples of usage of this set of functions could be using -`derive_var_extreme_dt()` for last known alive date calculation or `derive_extreme_records()` -for creating derived minimum or maximum value records. From 2de4a6dcc6abba27df8bcc878907c2ce6f6532fc Mon Sep 17 00:00:00 2001 From: bms63 Date: Tue, 28 Nov 2023 19:10:12 +0000 Subject: [PATCH 50/98] [skip actions] Bump version to 0.12.3.9016 --- DESCRIPTION | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/DESCRIPTION b/DESCRIPTION index 9c3d215b1d..7b778815fd 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,7 +1,7 @@ Type: Package Package: admiral Title: ADaM in R Asset Library -Version: 0.12.3.9015 +Version: 0.12.3.9016 Authors@R: c( person("Ben", "Straub", , "ben.x.straub@gsk.com", role = c("aut", "cre")), person("Stefan", "Bundfuss", role = "aut"), From c126ac228ff5fdb12cc1b4c9ee6cb5897221e2cd Mon Sep 17 00:00:00 2001 From: Jeff Dickinson Date: Wed, 29 Nov 2023 10:30:29 -0600 Subject: [PATCH 51/98] Closes #2138 Implement derive_vars_extreme_event() (#2236) * Chore #2138 Implement derive_vars_extreme_event() * #2138 run styler * #2138 update documentation after styler and edit for derive_extreme(). * #2138 add lb data to derive_vars_extreme_event() example * #2138 Update test coverage for event$order * #2138 Run styler on test file * #2138 minor updates to documentation * #2138 remove derive_extreme() function. Call derive_extreme_event() in derive_vars_extreme_event() * #2138 run styler * #2138 Add DTHCAUS example * #2138 updates from feedback * #2138 update example code * #2138 Update to set_values_to * #2138 update LSTALVDT in ADSL template and vignette * #2138 Update DTHCAUS in ADSL vignette * #2138 simplify new_vars call in ADSL * #2138 Simplify new_vars in example * #2138 Simplify new_vars in example * #2138 doc updates * #2138 Split files * #2138 run styler on new test files * #2138 set_values_to default NULL * #2138 set_values_to default NULL * #2138 doc: filter to filter_join argument * #2138 remove set_values_to call from derive_vars_extreme_event() --------- Co-authored-by: Jeffrey Dickinson --- NAMESPACE | 1 + NEWS.md | 19 +- R/derive_extreme_event.R | 406 +----------------- R/derive_var_dthcaus.R | 17 +- R/derive_var_extreme_date.R | 26 +- R/derive_vars_extreme_event.R | 227 ++++++++++ R/event.R | 386 +++++++++++++++++ inst/templates/ad_adsl.R | 60 ++- man/basket_select.Rd | 2 - man/censor_source.Rd | 2 - man/date_source.Rd | 24 +- man/derive_extreme_event.Rd | 10 +- man/derive_param_extreme_record.Rd | 5 + man/derive_var_age_years.Rd | 4 +- man/derive_var_dthcaus.Rd | 16 +- man/derive_var_extreme_dt.Rd | 16 +- man/derive_var_extreme_dtm.Rd | 16 +- man/derive_vars_aage.Rd | 4 +- man/derive_vars_extreme_event.Rd | 237 ++++++++++ man/derive_vars_period.Rd | 6 +- man/dthcaus_source.Rd | 25 +- man/event.Rd | 8 +- man/event_joined.Rd | 15 +- man/event_source.Rd | 2 - man/flag_event.Rd | 2 - man/get_summary_records.Rd | 7 +- man/query.Rd | 2 - man/records_source.Rd | 2 - man/tte_source.Rd | 2 - man/tte_source_objects.Rd | 2 - tests/testthat/test-derive_extreme_event.R | 71 +-- .../testthat/test-derive_vars_extreme_event.R | 47 ++ tests/testthat/test-event.R | 113 +++++ vignettes/adsl.Rmd | 273 ++++++------ 34 files changed, 1360 insertions(+), 695 deletions(-) create mode 100644 R/derive_vars_extreme_event.R create mode 100644 R/event.R create mode 100644 man/derive_vars_extreme_event.Rd create mode 100644 tests/testthat/test-derive_vars_extreme_event.R create mode 100644 tests/testthat/test-event.R diff --git a/NAMESPACE b/NAMESPACE index d124dd8876..03c5e208a4 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -108,6 +108,7 @@ export(derive_vars_dtm_to_dt) export(derive_vars_dtm_to_tm) export(derive_vars_duration) export(derive_vars_dy) +export(derive_vars_extreme_event) export(derive_vars_joined) export(derive_vars_merged) export(derive_vars_merged_lookup) diff --git a/NEWS.md b/NEWS.md index a10474c544..49cdbd8a01 100644 --- a/NEWS.md +++ b/NEWS.md @@ -2,6 +2,8 @@ ## New Features +- Implement `derive_vars_extreme_event()`, which works as `derive_extreme_event()` but adds variables instead of a parameter. (#2138) + - The new function `derive_var_merged_ef_msrc()` is provided to add a flag indicating if one of the conditions in one of multiple source datasets is fulfilled. (#1728) @@ -119,6 +121,14 @@ to order = exprs(my_order_var), ``` +- `create_query_data()` and `derive_vars_query()` updated to rename variables in + query data set as follows: (#2186) + + - `TERMNAME` to `TERMCHAR` + - `TERMID` to `TERMNUM` + + Users need to adjust their `get_terms()` function accordingly. + - The following functions, which were deprecated in previous `{admiral}` versions, have been removed: (#2098) - `derive_param_extreme_event()` - `derive_vars_last_dose()` @@ -140,14 +150,7 @@ order = exprs(my_order_var), - `derive_var_ontrtfl(span_period)` - The `derive_param_extreme_record()` function has been superseded in favor of `derive_extreme_event()`. (#2141) - -- `create_query_data()` and `derive_vars_query()` updated to rename variables in - query data set as follows: (#2186) - - - `TERMNAME` to `TERMCHAR` - - `TERMID` to `TERMNUM` - - Users need to adjust their `get_terms()` function accordingly. +- The functions `derive_var_dthcaus()`, `derive_var_extreme_dt()`, and `derive_var_extreme_dtm()` are superseded in favor of `derive_vars_extreme_event()`. (#2138) ## Documentation diff --git a/R/derive_extreme_event.R b/R/derive_extreme_event.R index f76febb25a..47746a06ef 100644 --- a/R/derive_extreme_event.R +++ b/R/derive_extreme_event.R @@ -16,7 +16,7 @@ #' functions like `all()` or `any()` can be used in `condition`. #' #' For `event_joined()` events the observations are selected by calling -#' `filter_joined`. The `condition` field is passed to the `filter` argument. +#' `filter_joined()`. The `condition` field is passed to the `filter_join` argument. #' #' @param tmp_event_nr_var Temporary event number variable #' @@ -111,7 +111,7 @@ #' @family der_prm_bds_findings #' @keywords der_prm_bds_findings #' -#' @seealso [event()], [event_joined()] +#' @seealso [event()], [event_joined()], [derive_vars_extreme_event()] #' #' @export #' @@ -340,25 +340,22 @@ #' ) %>% #' filter(PARAMCD == "CBOR") #' -derive_extreme_event <- function(dataset, +derive_extreme_event <- function(dataset = NULL, by_vars = NULL, events, tmp_event_nr_var = NULL, order, mode, source_datasets = NULL, - ignore_event_order = FALSE, + ignore_event_order = NULL, check_type = "warning", - set_values_to, + set_values_to = NULL, keep_source_vars = exprs(everything())) { # Check input parameters + assert_data_frame(dataset, optional = TRUE) assert_vars(by_vars, optional = TRUE) assert_list_of(events, "event_def") assert_expr_list(order) - assert_data_frame( - dataset, - required_vars = by_vars - ) mode <- assert_character_scalar(mode, values = c("first", "last"), case_sensitive = FALSE) assert_list_of(source_datasets, "data.frame") source_names <- names(source_datasets) @@ -378,8 +375,7 @@ derive_extreme_event <- function(dataset, ) } - if (!missing(ignore_event_order)) { - assert_logical_scalar(ignore_event_order) + if (!is.null(ignore_event_order)) { if (ignore_event_order) { deprecate_details <- paste( "The event order is ignored by default.", @@ -407,7 +403,7 @@ derive_extreme_event <- function(dataset, values = c("none", "warning", "error"), case_sensitive = FALSE ) - assert_varval_list(set_values_to) + assert_varval_list(set_values_to, optional = TRUE) keep_source_vars <- assert_expr_list(keep_source_vars) # Create new observations @@ -486,389 +482,3 @@ derive_extreme_event <- function(dataset, # Create output dataset bind_rows(dataset, new_obs) } - -#' Create a `event` Object -#' -#' The `event` object is used to define events as input for the -#' `derive_extreme_event()` function. -#' -#' @param dataset_name Dataset name of the dataset to be used as input for the -#' event. The name refers to the dataset specified for `source_datasets` in -#' `derive_extreme_event()`. If the argument is not specified, the input -#' dataset (`dataset`) of `derive_extreme_event()` is used. -#' -#' *Permitted Values*: a character scalar -#' -#' @param condition An unquoted condition for selecting the observations, which -#' will contribute to the extreme event. If the condition contains summary -#' functions like `all()`, they are evaluated for each by group separately. -#' -#' *Permitted Values*: an unquoted condition -#' -#' @param mode If specified, the first or last observation with respect to `order` is -#' selected for each by group. -#' -#' *Permitted Values*: `"first"`, `"last"`, `NULL` -#' -#' @param order The specified variables or expressions are used to select the -#' first or last observation if `mode` is specified. -#' -#' *Permitted Values*: list of expressions created by `exprs()`, e.g., -#' `exprs(ADT, desc(AVAL))` or `NULL` -#' -#' @param set_values_to A named list returned by `exprs()` defining the variables -#' to be set for the event, e.g. `exprs(PARAMCD = "WSP", -#' PARAM = "Worst Sleeping Problems")`. The values can be a symbol, a -#' character string, a numeric value, `NA` or an expression. -#' -#' *Permitted Values*: a named list of expressions, e.g., created by `exprs()` -#' -#' @param keep_source_vars Variables to keep from the source dataset -#' -#' The specified variables are kept for the selected observations. The -#' variables specified for `by_vars` (of `derive_extreme_event()`) and created -#' by `set_values_to` are always kept. -#' -#' *Permitted Values*: A list of expressions where each element is -#' a symbol or a tidyselect expression, e.g., `exprs(VISIT, VISITNUM, -#' starts_with("RS"))`. -#' -#' @param description Description of the event -#' -#' The description does not affect the derivations where the event is used. It -#' is intended for documentation only. -#' -#' *Permitted Values*: a character scalar -#' -#' @keywords source_specifications -#' @family source_specifications -#' -#' @seealso [derive_extreme_event()], [event_joined()] -#' -#' @export -#' -#' @return An object of class `event` -event <- function(dataset_name = NULL, - condition = NULL, - mode = NULL, - order = NULL, - set_values_to = NULL, - keep_source_vars = NULL, - description = NULL) { - out <- list( - description = assert_character_scalar(description, optional = TRUE), - dataset_name = assert_character_scalar(dataset_name, optional = TRUE), - condition = assert_filter_cond(enexpr(condition), optional = TRUE), - mode = assert_character_scalar( - mode, - values = c("first", "last"), - case_sensitive = FALSE, - optional = TRUE - ), - order = assert_expr_list(order, optional = TRUE), - set_values_to = assert_expr_list( - set_values_to, - named = TRUE, - optional = TRUE - ), - keep_source_vars = assert_expr_list(keep_source_vars, optional = TRUE) - ) - class(out) <- c("event", "event_def", "source", "list") - out -} - -#' Create a `event_joined` Object -#' -#' @description -#' -#' The `event_joined` object is used to define events as input for the -#' `derive_extreme_event()` function. This object should be used if the event -#' does not depend on a single observation of the source dataset but on multiple -#' observations. For example, if the event needs to be confirmed by a second -#' observation of the source dataset. -#' -#' The events are selected by calling `filter_joined()`. See its documentation -#' for more details. -#' -#' @param dataset_name Dataset name of the dataset to be used as input for the -#' event. The name refers to the dataset specified for `source_datasets` in -#' `derive_extreme_event()`. If the argument is not specified, the input -#' dataset (`dataset`) of `derive_extreme_event()` is used. -#' -#' *Permitted Values*: a character scalar -#' -#' @param condition An unquoted condition for selecting the observations, which -#' will contribute to the extreme event. -#' -#' The condition is applied to the joined dataset for selecting the confirmed -#' observations. The condition can include summary functions like `all()` or -#' `any()`. The joined dataset is grouped by the original observations. I.e., -#' the summary function are applied to all observations up to the confirmation -#' observation. For example in the oncology setting when using this function -#' for confirmed best overall response, `condition = AVALC == "CR" & -#' all(AVALC.join %in% c("CR", "NE")) & count_vals(var = AVALC.join, val = -#' "NE") <= 1` selects observations with response "CR" and for all -#' observations up to the confirmation observation the response is "CR" or -#' "NE" and there is at most one "NE". -#' -#' *Permitted Values*: an unquoted condition -#' -#' @param join_vars Variables to keep from joined dataset -#' -#' The variables needed from the other observations should be specified for -#' this parameter. The specified variables are added to the joined dataset -#' with suffix ".join". For example to select all observations with `AVALC == -#' "Y"` and `AVALC == "Y"` for at least one subsequent visit `join_vars = -#' exprs(AVALC, AVISITN)` and `condition = AVALC == "Y" & AVALC.join == "Y" & -#' AVISITN < AVISITN.join` could be specified. -#' -#' The `*.join` variables are not included in the output dataset. -#' -#' *Permitted Values*: a named list of expressions, e.g., created by `exprs()` -#' -#' @param join_type Observations to keep after joining -#' -#' The argument determines which of the joined observations are kept with -#' respect to the original observation. For example, if `join_type = -#' "after"` is specified all observations after the original observations are -#' kept. -#' -#' *Permitted Values:* `"before"`, `"after"`, `"all"` -#' -#' @param first_cond Condition for selecting range of data -#' -#' `r lifecycle::badge("deprecated")` -#' -#' This argument is *deprecated*, please use `first_cond_upper` instead. -#' -#' If this argument is specified, the other observations are restricted up to -#' the first observation where the specified condition is fulfilled. If the -#' condition is not fulfilled for any of the subsequent observations, all -#' observations are removed. -#' -#' *Permitted Values*: an unquoted condition -#' -#' @param first_cond_lower Condition for selecting range of data (before) -#' -#' If this argument is specified, the other observations are restricted from -#' the first observation before the current observation where the specified -#' condition is fulfilled up to the current observation. If the condition is -#' not fulfilled for any of the other observations, no observations are -#' considered, i.e., the observation is not flagged. -#' -#' This parameter should be specified if `condition` contains summary -#' functions which should not apply to all observations but only from a -#' certain observation before the current observation up to the current -#' observation. -#' -#' *Permitted Values*: an unquoted condition -#' -#' @param first_cond_upper Condition for selecting range of data (after) -#' -#' If this argument is specified, the other observations are restricted up to -#' the first observation where the specified condition is fulfilled. If the -#' condition is not fulfilled for any of the other observations, no -#' observations are considered, i.e., the observation is not flagged. -#' -#' This parameter should be specified if `condition` contains summary -#' functions which should not apply to all observations but only up to the -#' confirmation assessment. -#' -#' *Permitted Values*: an unquoted condition -#' -#' @param order If specified, the specified variables or expressions are used to -#' select the first observation. -#' -#' *Permitted Values*: list of expressions created by `exprs()`, e.g., -#' `exprs(ADT, desc(AVAL))` or `NULL` -#' -#' @inheritParams event -#' -#' @return An object of class `event_joined` -#' -#' @keywords source_specifications -#' @family source_specifications -#' -#' @seealso [derive_extreme_event()], [event()] -#' -#' @export -#' -#' @examples -#' library(tibble) -#' library(dplyr) -#' library(lubridate) -#' # Derive confirmed best overall response (using event_joined()) -#' # CR - complete response, PR - partial response, SD - stable disease -#' # NE - not evaluable, PD - progressive disease -#' adsl <- tribble( -#' ~USUBJID, ~TRTSDTC, -#' "1", "2020-01-01", -#' "2", "2019-12-12", -#' "3", "2019-11-11", -#' "4", "2019-12-30", -#' "5", "2020-01-01", -#' "6", "2020-02-02", -#' "7", "2020-02-02", -#' "8", "2020-02-01" -#' ) %>% -#' mutate(TRTSDT = ymd(TRTSDTC)) -#' -#' adrs <- tribble( -#' ~USUBJID, ~ADTC, ~AVALC, -#' "1", "2020-01-01", "PR", -#' "1", "2020-02-01", "CR", -#' "1", "2020-02-16", "NE", -#' "1", "2020-03-01", "CR", -#' "1", "2020-04-01", "SD", -#' "2", "2020-01-01", "SD", -#' "2", "2020-02-01", "PR", -#' "2", "2020-03-01", "SD", -#' "2", "2020-03-13", "CR", -#' "4", "2020-01-01", "PR", -#' "4", "2020-03-01", "NE", -#' "4", "2020-04-01", "NE", -#' "4", "2020-05-01", "PR", -#' "5", "2020-01-01", "PR", -#' "5", "2020-01-10", "PR", -#' "5", "2020-01-20", "PR", -#' "6", "2020-02-06", "PR", -#' "6", "2020-02-16", "CR", -#' "6", "2020-03-30", "PR", -#' "7", "2020-02-06", "PR", -#' "7", "2020-02-16", "CR", -#' "7", "2020-04-01", "NE", -#' "8", "2020-02-16", "PD" -#' ) %>% -#' mutate( -#' ADT = ymd(ADTC), -#' PARAMCD = "OVR", -#' PARAM = "Overall Response by Investigator" -#' ) %>% -#' derive_vars_merged( -#' dataset_add = adsl, -#' by_vars = exprs(USUBJID), -#' new_vars = exprs(TRTSDT) -#' ) -#' -#' derive_extreme_event( -#' adrs, -#' by_vars = exprs(USUBJID), -#' order = exprs(ADT), -#' mode = "first", -#' source_datasets = list(adsl = adsl), -#' events = list( -#' event_joined( -#' description = paste( -#' "CR needs to be confirmed by a second CR at least 28 days later", -#' "at most one NE is acceptable between the two assessments" -#' ), -#' join_vars = exprs(AVALC, ADT), -#' join_type = "after", -#' first_cond_upper = AVALC.join == "CR" & -#' ADT.join >= ADT + 28, -#' condition = AVALC == "CR" & -#' all(AVALC.join %in% c("CR", "NE")) & -#' count_vals(var = AVALC.join, val = "NE") <= 1, -#' set_values_to = exprs( -#' AVALC = "CR" -#' ) -#' ), -#' event_joined( -#' description = paste( -#' "PR needs to be confirmed by a second CR or PR at least 28 days later,", -#' "at most one NE is acceptable between the two assessments" -#' ), -#' join_vars = exprs(AVALC, ADT), -#' join_type = "after", -#' first_cond_upper = AVALC.join %in% c("CR", "PR") & -#' ADT.join >= ADT + 28, -#' condition = AVALC == "PR" & -#' all(AVALC.join %in% c("CR", "PR", "NE")) & -#' count_vals(var = AVALC.join, val = "NE") <= 1, -#' set_values_to = exprs( -#' AVALC = "PR" -#' ) -#' ), -#' event( -#' description = paste( -#' "CR, PR, or SD are considered as SD if occurring at least 28", -#' "after treatment start" -#' ), -#' condition = AVALC %in% c("CR", "PR", "SD") & ADT >= TRTSDT + 28, -#' set_values_to = exprs( -#' AVALC = "SD" -#' ) -#' ), -#' event( -#' condition = AVALC == "PD", -#' set_values_to = exprs( -#' AVALC = "PD" -#' ) -#' ), -#' event( -#' condition = AVALC %in% c("CR", "PR", "SD", "NE"), -#' set_values_to = exprs( -#' AVALC = "NE" -#' ) -#' ), -#' event( -#' description = "set response to MISSING for patients without records in ADRS", -#' dataset_name = "adsl", -#' condition = TRUE, -#' set_values_to = exprs( -#' AVALC = "MISSING" -#' ), -#' keep_source_vars = exprs(TRTSDT) -#' ) -#' ), -#' set_values_to = exprs( -#' PARAMCD = "CBOR", -#' PARAM = "Best Confirmed Overall Response by Investigator" -#' ) -#' ) %>% -#' filter(PARAMCD == "CBOR") -event_joined <- function(dataset_name = NULL, - condition, - order = NULL, - join_vars, - join_type, - first_cond = NULL, - first_cond_lower = NULL, - first_cond_upper = NULL, - set_values_to = NULL, - keep_source_vars = NULL, - description = NULL) { - if (!missing(first_cond)) { - deprecate_warn( - "1.0.0", - "event_joined(first_cond=)", - "event_joined(first_cond_upper=)" - ) - first_cond_upper <- assert_filter_cond(enexpr(first_cond), optional = TRUE) - } else { - first_cond_upper <- assert_filter_cond(enexpr(first_cond_upper), optional = TRUE) - } - - out <- list( - description = assert_character_scalar(description, optional = TRUE), - dataset_name = assert_character_scalar(dataset_name, optional = TRUE), - condition = assert_filter_cond(enexpr(condition), optional = TRUE), - order = assert_expr_list(order, optional = TRUE), - join_vars = assert_vars(join_vars), - join_type = assert_character_scalar( - join_type, - values = c("before", "after", "all"), - case_sensitive = FALSE - ), - first_cond_lower = assert_filter_cond(enexpr(first_cond_lower), optional = TRUE), - first_cond_upper = first_cond_upper, - set_values_to = assert_expr_list( - set_values_to, - named = TRUE, - optional = TRUE - ), - keep_source_vars = assert_expr_list(keep_source_vars, optional = TRUE) - ) - class(out) <- c("event_joined", "event_def", "source", "list") - out -} diff --git a/R/derive_var_dthcaus.R b/R/derive_var_dthcaus.R index e0e0bceca2..4bccb790e7 100644 --- a/R/derive_var_dthcaus.R +++ b/R/derive_var_dthcaus.R @@ -1,5 +1,9 @@ #' Derive Death Cause #' +#' @description +#' `r lifecycle::badge("superseded")` The `derive_var_dthcaus()` +#' function has been superseded in favor of `derive_vars_extreme_event()`. +#' #' Derive death cause (`DTHCAUS`) and add traceability variables if required. #' #' @param dataset @@ -22,8 +26,8 @@ #' equivalent, the first source will be kept, so the user should provide the inputs in #' the preferred order. #' -#' @family der_adsl -#' @keywords der_adsl +#' @family superseded +#' @keywords superseded #' #' @return The input dataset with `DTHCAUS` variable added. #' @@ -237,6 +241,11 @@ derive_var_dthcaus <- function(dataset, #' Create a `dthcaus_source` Object #' +#' @description +#' `r lifecycle::badge("superseded")` The `derive_var_dthcaus()` +#' function and `dthcaus_source()` have been superseded in favor of +#' `derive_vars_extreme_event()`. +#' #' @param dataset_name The name of the dataset, i.e. a string, used to search for #' the death cause. #' @@ -279,8 +288,8 @@ derive_var_dthcaus <- function(dataset, #' #' @param set_values_to Variables to be set to trace the source dataset #' -#' @keywords source_specifications -#' @family source_specifications +#' @family superseded +#' @keywords superseded #' #' #' @export diff --git a/R/derive_var_extreme_date.R b/R/derive_var_extreme_date.R index c4611189c6..2bc266d288 100644 --- a/R/derive_var_extreme_date.R +++ b/R/derive_var_extreme_date.R @@ -1,5 +1,9 @@ #' Derive First or Last Datetime from Multiple Sources #' +#' @description +#' `r lifecycle::badge("superseded")` The `derive_var_extreme_dtm()` +#' function has been superseded in favor of `derive_vars_extreme_event()`. +#' #' Add the first or last datetime from multiple sources to the dataset, e.g., #' the last known alive datetime (`LSTALVDTM`). #' @@ -49,8 +53,8 @@ #' @return The input dataset with the new variable added. #' #' -#' @family der_adsl -#' @keywords der_adsl +#' @family superseded +#' @keywords superseded #' #' @seealso [date_source()], [derive_var_extreme_dt()], #' [derive_vars_merged()] @@ -332,7 +336,11 @@ derive_var_extreme_dtm <- function(dataset, #' Derive First or Last Date from Multiple Sources #' -#' @description Add the first or last date from multiple sources to the +#' @description +#' `r lifecycle::badge("superseded")` The `derive_var_extreme_dt()` +#' function has been superseded in favor of `derive_vars_extreme_event()`. +#' +#' Add the first or last date from multiple sources to the #' dataset, e.g., the last known alive date (`LSTALVDT`). #' #' **Note:** This is a wrapper function for the function `derive_var_extreme_dtm()`. @@ -363,8 +371,8 @@ derive_var_extreme_dtm <- function(dataset, #' @return The input dataset with the new variable added. #' #' -#' @family der_adsl -#' @keywords der_adsl +#' @family superseded +#' @keywords superseded #' #' @seealso [date_source()], [derive_var_extreme_dtm()], [derive_vars_merged()] #' @@ -561,6 +569,10 @@ derive_var_extreme_dt <- function(dataset, #' Create a `date_source` object #' +#' @description +#' `r lifecycle::badge("superseded")` The `date_source()` +#' function has been superseded in favor of `derive_vars_extreme_event()`. +#' #' Create a `date_source` object as input for `derive_var_extreme_dt()` and #' `derive_var_extreme_dtm()`. #' @@ -583,8 +595,8 @@ derive_var_extreme_dt <- function(dataset, #' #' @seealso [derive_var_extreme_dtm()], [derive_var_extreme_dt()] #' -#' @family source_specifications -#' @keywords source_specifications +#' @family superseded +#' @keywords superseded #' #' @export #' diff --git a/R/derive_vars_extreme_event.R b/R/derive_vars_extreme_event.R new file mode 100644 index 0000000000..df123cdbfa --- /dev/null +++ b/R/derive_vars_extreme_event.R @@ -0,0 +1,227 @@ +#' Add the Worst or Best Observation for Each By Group as New Variables +#' +#' Add the first available record from `events` for each by group as new +#' variables, all variables of the selected observation are kept. It can be used +#' for selecting the extreme observation from a series of user-defined events. +#' +#' @param events Conditions and new values defining events +#' +#' A list of `event()` or `event_joined()` objects is expected. Only +#' observations listed in the `events` are considered for deriving extreme +#' event. If multiple records meet the filter `condition`, take the first +#' record sorted by `order`. The data is grouped by `by_vars`, i.e., summary +#' functions like `all()` or `any()` can be used in `condition`. +#' +#' For `event_joined()` events the observations are selected by calling +#' `filter_joined()`. The `condition` field is passed to the `filter_join` argument. +#' +#' @param tmp_event_nr_var Temporary event number variable +#' +#' The specified variable is added to all source datasets and is set to the +#' number of the event before selecting the records of the event. +#' +#' It can be used in `order` to determine which record should be used if +#' records from more than one event are selected. +#' +#' The variable is not included in the output dataset. +#' +#' @param order Sort order +#' +#' If a particular event from `events` has more than one observation, within +#' the event and by group, the records are ordered by the specified order. +#' +#' *Permitted Values:* list of expressions created by `exprs()`, e.g., +#' `exprs(ADT, desc(AVAL))` +#' +#' @param mode Selection mode (first or last) +#' +#' If a particular event from `events` has more than one observation, +#' `"first"`/`"last"` is used to select the first/last record of this type of +#' event sorting by `order`. +#' +#' *Permitted Values:* `"first"`, `"last"` +#' +#' @param source_datasets Source datasets +#' +#' A named list of datasets is expected. The `dataset_name` field of `event()` +#' and `event_joined()` refers to the dataset provided in the list. +#' +#' @param new_vars Variables to add +#' +#' The specified variables from the events are added to the output +#' dataset. Variables can be renamed by naming the element, i.e., `new_vars = +#' exprs( = )`. +#' +#' @inheritParams filter_extreme +#' @inheritParams derive_summary_records +#' +#' @details +#' 1. For each event select the observations to consider: +#' +#' 1. If the event is of class `event`, the observations of the source dataset +#' are restricted by `condition` and then the first or last (`mode`) +#' observation per by group (`by_vars`) is selected. +#' +#' If the event is of class `event_joined`, `filter_joined()` is called to +#' select the observations. +#' +#' 1. The variables specified by the `set_values_to` field of the event +#' are added to the selected observations. +#' 1. The variable specified for `tmp_event_nr_var` is added and set to +#' the number of the event. +#' 1. All selected observations are bound together. +#' 1. For each group (with respect to the variables specified for the +#' `by_vars` parameter) the first or last observation (with respect to the +#' order specified for the `order` parameter and the mode specified for the +#' `mode` parameter) is selected. +#' 1. The variables specified by the `new_vars` parameter are added to +#' the selected observations. +#' 1. The variables are added to input dataset. +#' +#' +#' @return The input dataset with the best or worst observation of each by group +#' added as new variables. +#' +#' @family der_adsl +#' @keywords der_adsl +#' +#' @seealso [event()], [event_joined()], [derive_extreme_event()] +#' +#' @export +#' +#' @examples +#' library(tibble) +#' library(dplyr) +#' library(lubridate) +#' +#' adsl <- tribble( +#' ~STUDYID, ~USUBJID, ~TRTEDT, ~DTHDT, +#' "PILOT01", "01-1130", ymd("2014-08-16"), ymd("2014-09-13"), +#' "PILOT01", "01-1133", ymd("2013-04-28"), ymd(""), +#' "PILOT01", "01-1211", ymd("2013-01-12"), ymd(""), +#' "PILOT01", "09-1081", ymd("2014-04-27"), ymd(""), +#' "PILOT01", "09-1088", ymd("2014-10-09"), ymd("2014-11-01"), +#' ) +#' +#' lb <- tribble( +#' ~STUDYID, ~DOMAIN, ~USUBJID, ~LBSEQ, ~LBDTC, +#' "PILOT01", "LB", "01-1130", 219, "2014-06-07T13:20", +#' "PILOT01", "LB", "01-1130", 322, "2014-08-16T13:10", +#' "PILOT01", "LB", "01-1133", 268, "2013-04-18T15:30", +#' "PILOT01", "LB", "01-1133", 304, "2013-05-01T10:13", +#' "PILOT01", "LB", "01-1211", 8, "2012-10-30T14:26", +#' "PILOT01", "LB", "01-1211", 162, "2013-01-08T12:13", +#' "PILOT01", "LB", "09-1081", 47, "2014-02-01T10:55", +#' "PILOT01", "LB", "09-1081", 219, "2014-05-10T11:15", +#' "PILOT01", "LB", "09-1088", 283, "2014-09-27T12:13", +#' "PILOT01", "LB", "09-1088", 322, "2014-10-09T13:25" +#' ) %>% +#' mutate( +#' ADT = convert_dtc_to_dt(LBDTC) +#' ) +#' +#' derive_vars_extreme_event( +#' adsl, +#' by_vars = exprs(STUDYID, USUBJID), +#' events = list( +#' event( +#' dataset_name = "adsl", +#' condition = !is.na(DTHDT), +#' set_values_to = exprs(LSTALVDT = DTHDT, DTHFL = "Y") +#' ), +#' event( +#' dataset_name = "lb", +#' condition = !is.na(ADT), +#' order = exprs(ADT), +#' mode = "last", +#' set_values_to = exprs(LSTALVDT = ADT, DTHFL = "N") +#' ), +#' event( +#' dataset_name = "adsl", +#' condition = !is.na(TRTEDT), +#' order = exprs(TRTEDT), +#' mode = "last", +#' set_values_to = exprs(LSTALVDT = TRTEDT, DTHFL = "N") +#' ) +#' ), +#' source_datasets = list(adsl = adsl, lb = lb), +#' tmp_event_nr_var = event_nr, +#' order = exprs(LSTALVDT, event_nr), +#' mode = "last", +#' new_vars = exprs(LSTALVDT, DTHFL) +#' ) +#' +#' # Derive DTHCAUS from AE and DS domain data +#' adsl <- tribble( +#' ~STUDYID, ~USUBJID, +#' "STUDY01", "PAT01", +#' "STUDY01", "PAT02", +#' "STUDY01", "PAT03" +#' ) +#' ae <- tribble( +#' ~STUDYID, ~USUBJID, ~AESEQ, ~AEDECOD, ~AEOUT, ~AEDTHDTC, +#' "STUDY01", "PAT01", 12, "SUDDEN DEATH", "FATAL", "2021-04-04", +#' "STUDY01", "PAT01", 13, "CARDIAC ARREST", "FATAL", "2021-04-03", +#' ) +#' +#' ds <- tribble( +#' ~STUDYID, ~USUBJID, ~DSSEQ, ~DSDECOD, ~DSTERM, ~DSSTDTC, +#' "STUDY01", "PAT02", 1, "INFORMED CONSENT OBTAINED", "INFORMED CONSENT OBTAINED", "2021-04-03", +#' "STUDY01", "PAT02", 2, "RANDOMIZATION", "RANDOMIZATION", "2021-04-11", +#' "STUDY01", "PAT02", 3, "DEATH", "DEATH DUE TO PROGRESSION OF DISEASE", "2022-02-01", +#' "STUDY01", "PAT03", 1, "DEATH", "POST STUDY REPORTING OF DEATH", "2022-03-03" +#' ) +#' +#' derive_vars_extreme_event( +#' adsl, +#' by_vars = exprs(STUDYID, USUBJID), +#' events = list( +#' event( +#' dataset_name = "ae", +#' condition = AEOUT == "FATAL", +#' set_values_to = exprs(DTHCAUS = AEDECOD, DTHDT = convert_dtc_to_dt(AEDTHDTC)), +#' order = exprs(DTHDT) +#' ), +#' event( +#' dataset_name = "ds", +#' condition = DSDECOD == "DEATH" & grepl("DEATH DUE TO", DSTERM), +#' set_values_to = exprs(DTHCAUS = DSTERM, DTHDT = convert_dtc_to_dt(DSSTDTC)), +#' order = exprs(DTHDT) +#' ) +#' ), +#' source_datasets = list(ae = ae, ds = ds), +#' tmp_event_nr_var = event_nr, +#' order = exprs(DTHDT, event_nr), +#' mode = "first", +#' new_vars = exprs(DTHCAUS, DTHDT) +#' ) +derive_vars_extreme_event <- function(dataset, + by_vars = NULL, + events, + tmp_event_nr_var = NULL, + order, + mode, + source_datasets = NULL, + check_type = "warning", + new_vars) { + assert_expr_list(new_vars) + tmp_event_nr_var <- assert_symbol(enexpr(tmp_event_nr_var), optional = TRUE) + + new_obs <- derive_extreme_event( + dataset = NULL, + by_vars = by_vars, + events = events, + tmp_event_nr_var = !!tmp_event_nr_var, + order = order, + mode = mode, + source_datasets = source_datasets, + check_type = check_type + ) + + derive_vars_merged( + dataset, + dataset_add = new_obs, + new_vars = new_vars, + by_vars = by_vars + ) +} diff --git a/R/event.R b/R/event.R new file mode 100644 index 0000000000..5e98693cfc --- /dev/null +++ b/R/event.R @@ -0,0 +1,386 @@ +#' Create a `event` Object +#' +#' The `event` object is used to define events as input for the +#' `derive_extreme_event()` and `derive_vars_extreme_event()` functions. +#' +#' @param dataset_name Dataset name of the dataset to be used as input for the +#' event. The name refers to the dataset specified for `source_datasets` in +#' `derive_extreme_event()`. If the argument is not specified, the input +#' dataset (`dataset`) of `derive_extreme_event()` is used. +#' +#' *Permitted Values*: a character scalar +#' +#' @param condition An unquoted condition for selecting the observations, which +#' will contribute to the extreme event. If the condition contains summary +#' functions like `all()`, they are evaluated for each by group separately. +#' +#' *Permitted Values*: an unquoted condition +#' +#' @param mode If specified, the first or last observation with respect to `order` is +#' selected for each by group. +#' +#' *Permitted Values*: `"first"`, `"last"`, `NULL` +#' +#' @param order The specified variables or expressions are used to select the +#' first or last observation if `mode` is specified. +#' +#' *Permitted Values*: list of expressions created by `exprs()`, e.g., +#' `exprs(ADT, desc(AVAL))` or `NULL` +#' +#' @param set_values_to A named list returned by `exprs()` defining the variables +#' to be set for the event, e.g. `exprs(PARAMCD = "WSP", +#' PARAM = "Worst Sleeping Problems")`. The values can be a symbol, a +#' character string, a numeric value, `NA` or an expression. +#' +#' *Permitted Values*: a named list of expressions, e.g., created by `exprs()` +#' +#' @param keep_source_vars Variables to keep from the source dataset +#' +#' The specified variables are kept for the selected observations. The +#' variables specified for `by_vars` (of `derive_extreme_event()`) and created +#' by `set_values_to` are always kept. +#' +#' *Permitted Values*: A list of expressions where each element is +#' a symbol or a tidyselect expression, e.g., `exprs(VISIT, VISITNUM, +#' starts_with("RS"))`. +#' +#' @param description Description of the event +#' +#' The description does not affect the derivations where the event is used. It +#' is intended for documentation only. +#' +#' *Permitted Values*: a character scalar +#' +#' @keywords source_specifications +#' @family source_specifications +#' +#' @seealso [derive_extreme_event()], [derive_vars_extreme_event()], [event_joined()] +#' +#' @export +#' +#' @return An object of class `event` +event <- function(dataset_name = NULL, + condition = NULL, + mode = NULL, + order = NULL, + set_values_to = NULL, + keep_source_vars = NULL, + description = NULL) { + out <- list( + description = assert_character_scalar(description, optional = TRUE), + dataset_name = assert_character_scalar(dataset_name, optional = TRUE), + condition = assert_filter_cond(enexpr(condition), optional = TRUE), + mode = assert_character_scalar( + mode, + values = c("first", "last"), + case_sensitive = FALSE, + optional = TRUE + ), + order = assert_expr_list(order, optional = TRUE), + set_values_to = assert_expr_list( + set_values_to, + named = TRUE, + optional = TRUE + ), + keep_source_vars = assert_expr_list(keep_source_vars, optional = TRUE) + ) + class(out) <- c("event", "event_def", "source", "list") + out +} + +#' Create a `event_joined` Object +#' +#' @description +#' +#' The `event_joined` object is used to define events as input for the +#' `derive_extreme_event()` and `derive_vars_extreme_event()` functions. +#' This object should be used if the event does not depend on a single +#' observation of the source dataset but on multiple observations. For example, +#' if the event needs to be confirmed by a second observation of the source +#' dataset. +#' +#' The events are selected by calling `filter_joined()`. See its documentation +#' for more details. +#' +#' @param dataset_name Dataset name of the dataset to be used as input for the +#' event. The name refers to the dataset specified for `source_datasets` in +#' `derive_extreme_event()`. If the argument is not specified, the input +#' dataset (`dataset`) of `derive_extreme_event()` is used. +#' +#' *Permitted Values*: a character scalar +#' +#' @param condition An unquoted condition for selecting the observations, which +#' will contribute to the extreme event. +#' +#' The condition is applied to the joined dataset for selecting the confirmed +#' observations. The condition can include summary functions like `all()` or +#' `any()`. The joined dataset is grouped by the original observations. I.e., +#' the summary function are applied to all observations up to the confirmation +#' observation. For example in the oncology setting when using this function +#' for confirmed best overall response, `condition = AVALC == "CR" & +#' all(AVALC.join %in% c("CR", "NE")) & count_vals(var = AVALC.join, val = +#' "NE") <= 1` selects observations with response "CR" and for all +#' observations up to the confirmation observation the response is "CR" or +#' "NE" and there is at most one "NE". +#' +#' *Permitted Values*: an unquoted condition +#' +#' @param join_vars Variables to keep from joined dataset +#' +#' The variables needed from the other observations should be specified for +#' this parameter. The specified variables are added to the joined dataset +#' with suffix ".join". For example to select all observations with `AVALC == +#' "Y"` and `AVALC == "Y"` for at least one subsequent visit `join_vars = +#' exprs(AVALC, AVISITN)` and `condition = AVALC == "Y" & AVALC.join == "Y" & +#' AVISITN < AVISITN.join` could be specified. +#' +#' The `*.join` variables are not included in the output dataset. +#' +#' *Permitted Values*: a named list of expressions, e.g., created by `exprs()` +#' +#' @param join_type Observations to keep after joining +#' +#' The argument determines which of the joined observations are kept with +#' respect to the original observation. For example, if `join_type = +#' "after"` is specified all observations after the original observations are +#' kept. +#' +#' *Permitted Values:* `"before"`, `"after"`, `"all"` +#' +#' @param first_cond Condition for selecting range of data +#' +#' `r lifecycle::badge("deprecated")` +#' +#' This argument is *deprecated*, please use `first_cond_upper` instead. +#' +#' If this argument is specified, the other observations are restricted up to +#' the first observation where the specified condition is fulfilled. If the +#' condition is not fulfilled for any of the subsequent observations, all +#' observations are removed. +#' +#' *Permitted Values*: an unquoted condition +#' +#' @param first_cond_lower Condition for selecting range of data (before) +#' +#' If this argument is specified, the other observations are restricted from +#' the first observation before the current observation where the specified +#' condition is fulfilled up to the current observation. If the condition is +#' not fulfilled for any of the other observations, no observations are +#' considered, i.e., the observation is not flagged. +#' +#' This parameter should be specified if `condition` contains summary +#' functions which should not apply to all observations but only from a +#' certain observation before the current observation up to the current +#' observation. +#' +#' *Permitted Values*: an unquoted condition +#' +#' @param first_cond_upper Condition for selecting range of data (after) +#' +#' If this argument is specified, the other observations are restricted up to +#' the first observation where the specified condition is fulfilled. If the +#' condition is not fulfilled for any of the other observations, no +#' observations are considered, i.e., the observation is not flagged. +#' +#' This parameter should be specified if `condition` contains summary +#' functions which should not apply to all observations but only up to the +#' confirmation assessment. +#' +#' *Permitted Values*: an unquoted condition +#' +#' @param order If specified, the specified variables or expressions are used to +#' select the first observation. +#' +#' *Permitted Values*: list of expressions created by `exprs()`, e.g., +#' `exprs(ADT, desc(AVAL))` or `NULL` +#' +#' @inheritParams event +#' +#' @return An object of class `event_joined` +#' +#' @keywords source_specifications +#' @family source_specifications +#' +#' @seealso [derive_extreme_event()], [derive_vars_extreme_event()], [event()] +#' +#' @export +#' +#' @examples +#' library(tibble) +#' library(dplyr) +#' library(lubridate) +#' # Derive confirmed best overall response (using event_joined()) +#' # CR - complete response, PR - partial response, SD - stable disease +#' # NE - not evaluable, PD - progressive disease +#' adsl <- tribble( +#' ~USUBJID, ~TRTSDTC, +#' "1", "2020-01-01", +#' "2", "2019-12-12", +#' "3", "2019-11-11", +#' "4", "2019-12-30", +#' "5", "2020-01-01", +#' "6", "2020-02-02", +#' "7", "2020-02-02", +#' "8", "2020-02-01" +#' ) %>% +#' mutate(TRTSDT = ymd(TRTSDTC)) +#' +#' adrs <- tribble( +#' ~USUBJID, ~ADTC, ~AVALC, +#' "1", "2020-01-01", "PR", +#' "1", "2020-02-01", "CR", +#' "1", "2020-02-16", "NE", +#' "1", "2020-03-01", "CR", +#' "1", "2020-04-01", "SD", +#' "2", "2020-01-01", "SD", +#' "2", "2020-02-01", "PR", +#' "2", "2020-03-01", "SD", +#' "2", "2020-03-13", "CR", +#' "4", "2020-01-01", "PR", +#' "4", "2020-03-01", "NE", +#' "4", "2020-04-01", "NE", +#' "4", "2020-05-01", "PR", +#' "5", "2020-01-01", "PR", +#' "5", "2020-01-10", "PR", +#' "5", "2020-01-20", "PR", +#' "6", "2020-02-06", "PR", +#' "6", "2020-02-16", "CR", +#' "6", "2020-03-30", "PR", +#' "7", "2020-02-06", "PR", +#' "7", "2020-02-16", "CR", +#' "7", "2020-04-01", "NE", +#' "8", "2020-02-16", "PD" +#' ) %>% +#' mutate( +#' ADT = ymd(ADTC), +#' PARAMCD = "OVR", +#' PARAM = "Overall Response by Investigator" +#' ) %>% +#' derive_vars_merged( +#' dataset_add = adsl, +#' by_vars = exprs(USUBJID), +#' new_vars = exprs(TRTSDT) +#' ) +#' +#' derive_extreme_event( +#' adrs, +#' by_vars = exprs(USUBJID), +#' order = exprs(ADT), +#' mode = "first", +#' source_datasets = list(adsl = adsl), +#' events = list( +#' event_joined( +#' description = paste( +#' "CR needs to be confirmed by a second CR at least 28 days later", +#' "at most one NE is acceptable between the two assessments" +#' ), +#' join_vars = exprs(AVALC, ADT), +#' join_type = "after", +#' first_cond_upper = AVALC.join == "CR" & +#' ADT.join >= ADT + 28, +#' condition = AVALC == "CR" & +#' all(AVALC.join %in% c("CR", "NE")) & +#' count_vals(var = AVALC.join, val = "NE") <= 1, +#' set_values_to = exprs( +#' AVALC = "CR" +#' ) +#' ), +#' event_joined( +#' description = paste( +#' "PR needs to be confirmed by a second CR or PR at least 28 days later,", +#' "at most one NE is acceptable between the two assessments" +#' ), +#' join_vars = exprs(AVALC, ADT), +#' join_type = "after", +#' first_cond_upper = AVALC.join %in% c("CR", "PR") & +#' ADT.join >= ADT + 28, +#' condition = AVALC == "PR" & +#' all(AVALC.join %in% c("CR", "PR", "NE")) & +#' count_vals(var = AVALC.join, val = "NE") <= 1, +#' set_values_to = exprs( +#' AVALC = "PR" +#' ) +#' ), +#' event( +#' description = paste( +#' "CR, PR, or SD are considered as SD if occurring at least 28", +#' "after treatment start" +#' ), +#' condition = AVALC %in% c("CR", "PR", "SD") & ADT >= TRTSDT + 28, +#' set_values_to = exprs( +#' AVALC = "SD" +#' ) +#' ), +#' event( +#' condition = AVALC == "PD", +#' set_values_to = exprs( +#' AVALC = "PD" +#' ) +#' ), +#' event( +#' condition = AVALC %in% c("CR", "PR", "SD", "NE"), +#' set_values_to = exprs( +#' AVALC = "NE" +#' ) +#' ), +#' event( +#' description = "set response to MISSING for patients without records in ADRS", +#' dataset_name = "adsl", +#' condition = TRUE, +#' set_values_to = exprs( +#' AVALC = "MISSING" +#' ), +#' keep_source_vars = exprs(TRTSDT) +#' ) +#' ), +#' set_values_to = exprs( +#' PARAMCD = "CBOR", +#' PARAM = "Best Confirmed Overall Response by Investigator" +#' ) +#' ) %>% +#' filter(PARAMCD == "CBOR") +event_joined <- function(dataset_name = NULL, + condition, + order = NULL, + join_vars, + join_type, + first_cond = NULL, + first_cond_lower = NULL, + first_cond_upper = NULL, + set_values_to = NULL, + keep_source_vars = NULL, + description = NULL) { + if (!missing(first_cond)) { + deprecate_warn( + "1.0.0", + "event_joined(first_cond=)", + "event_joined(first_cond_upper=)" + ) + first_cond_upper <- assert_filter_cond(enexpr(first_cond), optional = TRUE) + } else { + first_cond_upper <- assert_filter_cond(enexpr(first_cond_upper), optional = TRUE) + } + + out <- list( + description = assert_character_scalar(description, optional = TRUE), + dataset_name = assert_character_scalar(dataset_name, optional = TRUE), + condition = assert_filter_cond(enexpr(condition), optional = TRUE), + order = assert_expr_list(order, optional = TRUE), + join_vars = assert_vars(join_vars), + join_type = assert_character_scalar( + join_type, + values = c("before", "after", "all"), + case_sensitive = FALSE + ), + first_cond_lower = assert_filter_cond(enexpr(first_cond_lower), optional = TRUE), + first_cond_upper = first_cond_upper, + set_values_to = assert_expr_list( + set_values_to, + named = TRUE, + optional = TRUE + ), + keep_source_vars = assert_expr_list(keep_source_vars, optional = TRUE) + ) + class(out) <- c("event_joined", "event_def", "source", "list") + out +} diff --git a/inst/templates/ad_adsl.R b/inst/templates/ad_adsl.R index a2b480f5d6..820a603a91 100644 --- a/inst/templates/ad_adsl.R +++ b/inst/templates/ad_adsl.R @@ -194,29 +194,49 @@ adsl <- adsl %>% ## Last known alive date ---- ## DTC variables are converted to numeric dates imputing missing day and month ## to the first -ae_start_date <- date_source( - dataset_name = "ae", - date = convert_dtc_to_dt(AESTDTC, highest_imputation = "M") -) -ae_end_date <- date_source( - dataset_name = "ae", - date = convert_dtc_to_dt(AEENDTC, highest_imputation = "M") -) -lb_date <- date_source( - dataset_name = "lb", - date = convert_dtc_to_dt(LBDTC, highest_imputation = "M") -) -trt_end_date <- date_source( - dataset_name = "adsl", - date = TRTEDT -) adsl <- adsl %>% - derive_var_extreme_dt( - new_var = LSTALVDT, - ae_start_date, ae_end_date, lb_date, trt_end_date, + derive_vars_extreme_event( + by_vars = exprs(STUDYID, USUBJID), + events = list( + event( + dataset_name = "ae", + order = exprs(AESTDTC, AESEQ), + condition = !is.na(AESTDTC), + set_values_to = exprs( + LSTALVDT = convert_dtc_to_dt(AESTDTC, highest_imputation = "M"), + seq = AESEQ + ), + ), + event( + dataset_name = "ae", + order = exprs(AEENDTC, AESEQ), + condition = !is.na(AEENDTC), + set_values_to = exprs( + LSTALVDT = convert_dtc_to_dt(AEENDTC, highest_imputation = "M"), + seq = AESEQ + ), + ), + event( + dataset_name = "lb", + order = exprs(LBDTC, LBSEQ), + condition = !is.na(LBDTC), + set_values_to = exprs( + LSTALVDT = convert_dtc_to_dt(LBDTC, highest_imputation = "M"), + seq = LBSEQ + ), + ), + event( + dataset_name = "adsl", + condition = !is.na(TRTEDT), + set_values_to = exprs(LSTALVDT = TRTEDT, seq = NA_integer_), + ) + ), source_datasets = list(ae = ae, lb = lb, adsl = adsl), - mode = "last" + tmp_event_nr_var = event_nr, + order = exprs(LSTALVDT, seq, event_nr), + mode = "last", + new_vars = exprs(LSTALVDT) ) %>% derive_var_merged_exist_flag( dataset_add = ex, diff --git a/man/basket_select.Rd b/man/basket_select.Rd index 43c743b0b5..97f260b9c4 100644 --- a/man/basket_select.Rd +++ b/man/basket_select.Rd @@ -36,9 +36,7 @@ Exactly one of \code{name} or \code{id} must be specified. Source Objects: \code{\link{censor_source}()}, -\code{\link{date_source}()}, \code{\link{death_event}}, -\code{\link{dthcaus_source}()}, \code{\link{event_joined}()}, \code{\link{event_source}()}, \code{\link{event}()}, diff --git a/man/censor_source.Rd b/man/censor_source.Rd index 8b426db250..cea32fcd4b 100644 --- a/man/censor_source.Rd +++ b/man/censor_source.Rd @@ -64,9 +64,7 @@ censor_source( Source Objects: \code{\link{basket_select}()}, -\code{\link{date_source}()}, \code{\link{death_event}}, -\code{\link{dthcaus_source}()}, \code{\link{event_joined}()}, \code{\link{event_source}()}, \code{\link{event}()}, diff --git a/man/date_source.Rd b/man/date_source.Rd index 7b3cc6d1c3..5747dd6b19 100644 --- a/man/date_source.Rd +++ b/man/date_source.Rd @@ -33,6 +33,9 @@ an expression, or \code{NA}. An object of class \code{date_source}. } \description{ +\ifelse{html}{\href{https://lifecycle.r-lib.org/articles/stages.html#superseded}{\figure{lifecycle-superseded.svg}{options: alt='[Superseded]'}}}{\strong{[Superseded]}} The \code{date_source()} +function has been superseded in favor of \code{derive_vars_extreme_event()}. + Create a \code{date_source} object as input for \code{derive_var_extreme_dt()} and \code{derive_var_extreme_dtm()}. } @@ -64,18 +67,13 @@ death_date <- date_source( \seealso{ \code{\link[=derive_var_extreme_dtm]{derive_var_extreme_dtm()}}, \code{\link[=derive_var_extreme_dt]{derive_var_extreme_dt()}} -Source Objects: -\code{\link{basket_select}()}, -\code{\link{censor_source}()}, -\code{\link{death_event}}, +Other superseded: +\code{\link{derive_param_extreme_record}()}, +\code{\link{derive_var_dthcaus}()}, +\code{\link{derive_var_extreme_dtm}()}, +\code{\link{derive_var_extreme_dt}()}, \code{\link{dthcaus_source}()}, -\code{\link{event_joined}()}, -\code{\link{event_source}()}, -\code{\link{event}()}, -\code{\link{flag_event}()}, -\code{\link{query}()}, -\code{\link{records_source}()}, -\code{\link{tte_source}()} +\code{\link{get_summary_records}()} } -\concept{source_specifications} -\keyword{source_specifications} +\concept{superseded} +\keyword{superseded} diff --git a/man/derive_extreme_event.Rd b/man/derive_extreme_event.Rd index 6027af051e..05377ae6a0 100644 --- a/man/derive_extreme_event.Rd +++ b/man/derive_extreme_event.Rd @@ -5,16 +5,16 @@ \title{Add the Worst or Best Observation for Each By Group as New Records} \usage{ derive_extreme_event( - dataset, + dataset = NULL, by_vars = NULL, events, tmp_event_nr_var = NULL, order, mode, source_datasets = NULL, - ignore_event_order = FALSE, + ignore_event_order = NULL, check_type = "warning", - set_values_to, + set_values_to = NULL, keep_source_vars = exprs(everything()) ) } @@ -38,7 +38,7 @@ record sorted by \code{order}. The data is grouped by \code{by_vars}, i.e., summ functions like \code{all()} or \code{any()} can be used in \code{condition}. For \code{event_joined()} events the observations are selected by calling -\code{filter_joined}. The \code{condition} field is passed to the \code{filter} argument.} +\code{filter_joined()}. The \code{condition} field is passed to the \code{filter_join} argument.} \item{tmp_event_nr_var}{Temporary event number variable @@ -394,7 +394,7 @@ derive_extreme_event( } \seealso{ -\code{\link[=event]{event()}}, \code{\link[=event_joined]{event_joined()}} +\code{\link[=event]{event()}}, \code{\link[=event_joined]{event_joined()}}, \code{\link[=derive_vars_extreme_event]{derive_vars_extreme_event()}} BDS-Findings Functions for adding Parameters/Records: \code{\link{default_qtc_paramcd}()}, diff --git a/man/derive_param_extreme_record.Rd b/man/derive_param_extreme_record.Rd index 35739e25cf..fbd59c0669 100644 --- a/man/derive_param_extreme_record.Rd +++ b/man/derive_param_extreme_record.Rd @@ -143,6 +143,11 @@ derive_param_extreme_record( } \seealso{ Other superseded: +\code{\link{date_source}()}, +\code{\link{derive_var_dthcaus}()}, +\code{\link{derive_var_extreme_dtm}()}, +\code{\link{derive_var_extreme_dt}()}, +\code{\link{dthcaus_source}()}, \code{\link{get_summary_records}()} } \concept{superseded} diff --git a/man/derive_var_age_years.Rd b/man/derive_var_age_years.Rd index 41ac270f03..3bf6c18287 100644 --- a/man/derive_var_age_years.Rd +++ b/man/derive_var_age_years.Rd @@ -72,10 +72,8 @@ derive_var_age_years(data, AGE, age_unit = "months", new_var = AAGE) \code{\link[=derive_vars_duration]{derive_vars_duration()}} ADSL Functions that returns variable appended to dataset: -\code{\link{derive_var_dthcaus}()}, -\code{\link{derive_var_extreme_dtm}()}, -\code{\link{derive_var_extreme_dt}()}, \code{\link{derive_vars_aage}()}, +\code{\link{derive_vars_extreme_event}()}, \code{\link{derive_vars_period}()} } \concept{der_adsl} diff --git a/man/derive_var_dthcaus.Rd b/man/derive_var_dthcaus.Rd index 3bf7d2c0a6..5cf2117bd3 100644 --- a/man/derive_var_dthcaus.Rd +++ b/man/derive_var_dthcaus.Rd @@ -30,6 +30,9 @@ A list of expressions where the expressions are symbols as returned by The input dataset with \code{DTHCAUS} variable added. } \description{ +\ifelse{html}{\href{https://lifecycle.r-lib.org/articles/stages.html#superseded}{\figure{lifecycle-superseded.svg}{options: alt='[Superseded]'}}}{\strong{[Superseded]}} The \code{derive_var_dthcaus()} +function has been superseded in favor of \code{derive_vars_extreme_event()}. + Derive death cause (\code{DTHCAUS}) and add traceability variables if required. } \details{ @@ -144,12 +147,13 @@ derive_var_dthcaus( \seealso{ \code{\link[=dthcaus_source]{dthcaus_source()}} -ADSL Functions that returns variable appended to dataset: -\code{\link{derive_var_age_years}()}, +Other superseded: +\code{\link{date_source}()}, +\code{\link{derive_param_extreme_record}()}, \code{\link{derive_var_extreme_dtm}()}, \code{\link{derive_var_extreme_dt}()}, -\code{\link{derive_vars_aage}()}, -\code{\link{derive_vars_period}()} +\code{\link{dthcaus_source}()}, +\code{\link{get_summary_records}()} } -\concept{der_adsl} -\keyword{der_adsl} +\concept{superseded} +\keyword{superseded} diff --git a/man/derive_var_extreme_dt.Rd b/man/derive_var_extreme_dt.Rd index f8ca9d3d50..f1bcc89963 100644 --- a/man/derive_var_extreme_dt.Rd +++ b/man/derive_var_extreme_dt.Rd @@ -42,6 +42,9 @@ A list of expressions where the expressions are symbols as returned by The input dataset with the new variable added. } \description{ +\ifelse{html}{\href{https://lifecycle.r-lib.org/articles/stages.html#superseded}{\figure{lifecycle-superseded.svg}{options: alt='[Superseded]'}}}{\strong{[Superseded]}} The \code{derive_var_extreme_dt()} +function has been superseded in favor of \code{derive_vars_extreme_event()}. + Add the first or last date from multiple sources to the dataset, e.g., the last known alive date (\code{LSTALVDT}). @@ -236,12 +239,13 @@ dm \%>\% \seealso{ \code{\link[=date_source]{date_source()}}, \code{\link[=derive_var_extreme_dtm]{derive_var_extreme_dtm()}}, \code{\link[=derive_vars_merged]{derive_vars_merged()}} -ADSL Functions that returns variable appended to dataset: -\code{\link{derive_var_age_years}()}, +Other superseded: +\code{\link{date_source}()}, +\code{\link{derive_param_extreme_record}()}, \code{\link{derive_var_dthcaus}()}, \code{\link{derive_var_extreme_dtm}()}, -\code{\link{derive_vars_aage}()}, -\code{\link{derive_vars_period}()} +\code{\link{dthcaus_source}()}, +\code{\link{get_summary_records}()} } -\concept{der_adsl} -\keyword{der_adsl} +\concept{superseded} +\keyword{superseded} diff --git a/man/derive_var_extreme_dtm.Rd b/man/derive_var_extreme_dtm.Rd index f63a698887..a07864e852 100644 --- a/man/derive_var_extreme_dtm.Rd +++ b/man/derive_var_extreme_dtm.Rd @@ -42,6 +42,9 @@ A list of expressions where the expressions are symbols as returned by The input dataset with the new variable added. } \description{ +\ifelse{html}{\href{https://lifecycle.r-lib.org/articles/stages.html#superseded}{\figure{lifecycle-superseded.svg}{options: alt='[Superseded]'}}}{\strong{[Superseded]}} The \code{derive_var_extreme_dtm()} +function has been superseded in favor of \code{derive_vars_extreme_event()}. + Add the first or last datetime from multiple sources to the dataset, e.g., the last known alive datetime (\code{LSTALVDTM}). } @@ -235,12 +238,13 @@ dm \%>\% \code{\link[=date_source]{date_source()}}, \code{\link[=derive_var_extreme_dt]{derive_var_extreme_dt()}}, \code{\link[=derive_vars_merged]{derive_vars_merged()}} -ADSL Functions that returns variable appended to dataset: -\code{\link{derive_var_age_years}()}, +Other superseded: +\code{\link{date_source}()}, +\code{\link{derive_param_extreme_record}()}, \code{\link{derive_var_dthcaus}()}, \code{\link{derive_var_extreme_dt}()}, -\code{\link{derive_vars_aage}()}, -\code{\link{derive_vars_period}()} +\code{\link{dthcaus_source}()}, +\code{\link{get_summary_records}()} } -\concept{der_adsl} -\keyword{der_adsl} +\concept{superseded} +\keyword{superseded} diff --git a/man/derive_vars_aage.Rd b/man/derive_vars_aage.Rd index 6f1bc32566..d731aa1a16 100644 --- a/man/derive_vars_aage.Rd +++ b/man/derive_vars_aage.Rd @@ -100,9 +100,7 @@ derive_vars_aage(data) ADSL Functions that returns variable appended to dataset: \code{\link{derive_var_age_years}()}, -\code{\link{derive_var_dthcaus}()}, -\code{\link{derive_var_extreme_dtm}()}, -\code{\link{derive_var_extreme_dt}()}, +\code{\link{derive_vars_extreme_event}()}, \code{\link{derive_vars_period}()} } \concept{der_adsl} diff --git a/man/derive_vars_extreme_event.Rd b/man/derive_vars_extreme_event.Rd new file mode 100644 index 0000000000..da5ba26ce4 --- /dev/null +++ b/man/derive_vars_extreme_event.Rd @@ -0,0 +1,237 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/derive_vars_extreme_event.R +\name{derive_vars_extreme_event} +\alias{derive_vars_extreme_event} +\title{Add the Worst or Best Observation for Each By Group as New Variables} +\usage{ +derive_vars_extreme_event( + dataset, + by_vars = NULL, + events, + tmp_event_nr_var = NULL, + order, + mode, + source_datasets = NULL, + check_type = "warning", + new_vars +) +} +\arguments{ +\item{dataset}{Input dataset + +The variables specified by the \code{by_vars} and \code{order} arguments are expected to be in the dataset.} + +\item{by_vars}{Grouping variables + +\emph{Default}: \code{NULL} + +\emph{Permitted Values:} list of variables created by \code{exprs()}} + +\item{events}{Conditions and new values defining events + +A list of \code{event()} or \code{event_joined()} objects is expected. Only +observations listed in the \code{events} are considered for deriving extreme +event. If multiple records meet the filter \code{condition}, take the first +record sorted by \code{order}. The data is grouped by \code{by_vars}, i.e., summary +functions like \code{all()} or \code{any()} can be used in \code{condition}. + +For \code{event_joined()} events the observations are selected by calling +\code{filter_joined()}. The \code{condition} field is passed to the \code{filter_join} argument.} + +\item{tmp_event_nr_var}{Temporary event number variable + +The specified variable is added to all source datasets and is set to the +number of the event before selecting the records of the event. + +It can be used in \code{order} to determine which record should be used if +records from more than one event are selected. + +The variable is not included in the output dataset.} + +\item{order}{Sort order + +If a particular event from \code{events} has more than one observation, within +the event and by group, the records are ordered by the specified order. + +\emph{Permitted Values:} list of expressions created by \code{exprs()}, e.g., +\code{exprs(ADT, desc(AVAL))}} + +\item{mode}{Selection mode (first or last) + +If a particular event from \code{events} has more than one observation, +\code{"first"}/\code{"last"} is used to select the first/last record of this type of +event sorting by \code{order}. + +\emph{Permitted Values:} \code{"first"}, \code{"last"}} + +\item{source_datasets}{Source datasets + +A named list of datasets is expected. The \code{dataset_name} field of \code{event()} +and \code{event_joined()} refers to the dataset provided in the list.} + +\item{check_type}{Check uniqueness? + +If \code{"warning"} or \code{"error"} is specified, the specified message is issued +if the observations of the input dataset are not unique with respect to the +by variables and the order. + +\emph{Default:} \code{"warning"} + +\emph{Permitted Values:} \code{"none"}, \code{"warning"}, \code{"error"}} + +\item{new_vars}{Variables to add + +The specified variables from the events are added to the output +dataset. Variables can be renamed by naming the element, i.e., \verb{new_vars = exprs( = )}.} +} +\value{ +The input dataset with the best or worst observation of each by group +added as new variables. +} +\description{ +Add the first available record from \code{events} for each by group as new +variables, all variables of the selected observation are kept. It can be used +for selecting the extreme observation from a series of user-defined events. +} +\details{ +\enumerate{ +\item For each event select the observations to consider: +\enumerate{ +\item If the event is of class \code{event}, the observations of the source dataset +are restricted by \code{condition} and then the first or last (\code{mode}) +observation per by group (\code{by_vars}) is selected. + +If the event is of class \code{event_joined}, \code{filter_joined()} is called to +select the observations. +\item The variables specified by the \code{set_values_to} field of the event +are added to the selected observations. +\item The variable specified for \code{tmp_event_nr_var} is added and set to +the number of the event. +} +\item All selected observations are bound together. +\item For each group (with respect to the variables specified for the +\code{by_vars} parameter) the first or last observation (with respect to the +order specified for the \code{order} parameter and the mode specified for the +\code{mode} parameter) is selected. +\item The variables specified by the \code{new_vars} parameter are added to +the selected observations. +\item The variables are added to input dataset. +} +} +\examples{ +library(tibble) +library(dplyr) +library(lubridate) + +adsl <- tribble( + ~STUDYID, ~USUBJID, ~TRTEDT, ~DTHDT, + "PILOT01", "01-1130", ymd("2014-08-16"), ymd("2014-09-13"), + "PILOT01", "01-1133", ymd("2013-04-28"), ymd(""), + "PILOT01", "01-1211", ymd("2013-01-12"), ymd(""), + "PILOT01", "09-1081", ymd("2014-04-27"), ymd(""), + "PILOT01", "09-1088", ymd("2014-10-09"), ymd("2014-11-01"), +) + +lb <- tribble( + ~STUDYID, ~DOMAIN, ~USUBJID, ~LBSEQ, ~LBDTC, + "PILOT01", "LB", "01-1130", 219, "2014-06-07T13:20", + "PILOT01", "LB", "01-1130", 322, "2014-08-16T13:10", + "PILOT01", "LB", "01-1133", 268, "2013-04-18T15:30", + "PILOT01", "LB", "01-1133", 304, "2013-05-01T10:13", + "PILOT01", "LB", "01-1211", 8, "2012-10-30T14:26", + "PILOT01", "LB", "01-1211", 162, "2013-01-08T12:13", + "PILOT01", "LB", "09-1081", 47, "2014-02-01T10:55", + "PILOT01", "LB", "09-1081", 219, "2014-05-10T11:15", + "PILOT01", "LB", "09-1088", 283, "2014-09-27T12:13", + "PILOT01", "LB", "09-1088", 322, "2014-10-09T13:25" +) \%>\% + mutate( + ADT = convert_dtc_to_dt(LBDTC) + ) + +derive_vars_extreme_event( + adsl, + by_vars = exprs(STUDYID, USUBJID), + events = list( + event( + dataset_name = "adsl", + condition = !is.na(DTHDT), + set_values_to = exprs(LSTALVDT = DTHDT, DTHFL = "Y") + ), + event( + dataset_name = "lb", + condition = !is.na(ADT), + order = exprs(ADT), + mode = "last", + set_values_to = exprs(LSTALVDT = ADT, DTHFL = "N") + ), + event( + dataset_name = "adsl", + condition = !is.na(TRTEDT), + order = exprs(TRTEDT), + mode = "last", + set_values_to = exprs(LSTALVDT = TRTEDT, DTHFL = "N") + ) + ), + source_datasets = list(adsl = adsl, lb = lb), + tmp_event_nr_var = event_nr, + order = exprs(LSTALVDT, event_nr), + mode = "last", + new_vars = exprs(LSTALVDT, DTHFL) +) + +# Derive DTHCAUS from AE and DS domain data +adsl <- tribble( + ~STUDYID, ~USUBJID, + "STUDY01", "PAT01", + "STUDY01", "PAT02", + "STUDY01", "PAT03" +) +ae <- tribble( + ~STUDYID, ~USUBJID, ~AESEQ, ~AEDECOD, ~AEOUT, ~AEDTHDTC, + "STUDY01", "PAT01", 12, "SUDDEN DEATH", "FATAL", "2021-04-04", + "STUDY01", "PAT01", 13, "CARDIAC ARREST", "FATAL", "2021-04-03", +) + +ds <- tribble( + ~STUDYID, ~USUBJID, ~DSSEQ, ~DSDECOD, ~DSTERM, ~DSSTDTC, + "STUDY01", "PAT02", 1, "INFORMED CONSENT OBTAINED", "INFORMED CONSENT OBTAINED", "2021-04-03", + "STUDY01", "PAT02", 2, "RANDOMIZATION", "RANDOMIZATION", "2021-04-11", + "STUDY01", "PAT02", 3, "DEATH", "DEATH DUE TO PROGRESSION OF DISEASE", "2022-02-01", + "STUDY01", "PAT03", 1, "DEATH", "POST STUDY REPORTING OF DEATH", "2022-03-03" +) + +derive_vars_extreme_event( + adsl, + by_vars = exprs(STUDYID, USUBJID), + events = list( + event( + dataset_name = "ae", + condition = AEOUT == "FATAL", + set_values_to = exprs(DTHCAUS = AEDECOD, DTHDT = convert_dtc_to_dt(AEDTHDTC)), + order = exprs(DTHDT) + ), + event( + dataset_name = "ds", + condition = DSDECOD == "DEATH" & grepl("DEATH DUE TO", DSTERM), + set_values_to = exprs(DTHCAUS = DSTERM, DTHDT = convert_dtc_to_dt(DSSTDTC)), + order = exprs(DTHDT) + ) + ), + source_datasets = list(ae = ae, ds = ds), + tmp_event_nr_var = event_nr, + order = exprs(DTHDT, event_nr), + mode = "first", + new_vars = exprs(DTHCAUS, DTHDT) +) +} +\seealso{ +\code{\link[=event]{event()}}, \code{\link[=event_joined]{event_joined()}}, \code{\link[=derive_extreme_event]{derive_extreme_event()}} + +ADSL Functions that returns variable appended to dataset: +\code{\link{derive_var_age_years}()}, +\code{\link{derive_vars_aage}()}, +\code{\link{derive_vars_period}()} +} +\concept{der_adsl} +\keyword{der_adsl} diff --git a/man/derive_vars_period.Rd b/man/derive_vars_period.Rd index 78a01d8f9e..d5297e7774 100644 --- a/man/derive_vars_period.Rd +++ b/man/derive_vars_period.Rd @@ -138,10 +138,8 @@ derive_vars_period( ADSL Functions that returns variable appended to dataset: \code{\link{derive_var_age_years}()}, -\code{\link{derive_var_dthcaus}()}, -\code{\link{derive_var_extreme_dtm}()}, -\code{\link{derive_var_extreme_dt}()}, -\code{\link{derive_vars_aage}()} +\code{\link{derive_vars_aage}()}, +\code{\link{derive_vars_extreme_event}()} } \concept{der_adsl} \keyword{der_adsl} diff --git a/man/dthcaus_source.Rd b/man/dthcaus_source.Rd index 6e99d293eb..93f118b4ac 100644 --- a/man/dthcaus_source.Rd +++ b/man/dthcaus_source.Rd @@ -60,7 +60,9 @@ expressions referring to existing variables. An object of class "dthcaus_source". } \description{ -Create a \code{dthcaus_source} Object +\ifelse{html}{\href{https://lifecycle.r-lib.org/articles/stages.html#superseded}{\figure{lifecycle-superseded.svg}{options: alt='[Superseded]'}}}{\strong{[Superseded]}} The \code{derive_var_dthcaus()} +function and \code{dthcaus_source()} have been superseded in favor of +\code{derive_vars_extreme_event()}. } \examples{ # Deaths sourced from AE @@ -84,18 +86,13 @@ src_ds <- dthcaus_source( \seealso{ \code{\link[=derive_var_dthcaus]{derive_var_dthcaus()}} -Source Objects: -\code{\link{basket_select}()}, -\code{\link{censor_source}()}, +Other superseded: \code{\link{date_source}()}, -\code{\link{death_event}}, -\code{\link{event_joined}()}, -\code{\link{event_source}()}, -\code{\link{event}()}, -\code{\link{flag_event}()}, -\code{\link{query}()}, -\code{\link{records_source}()}, -\code{\link{tte_source}()} +\code{\link{derive_param_extreme_record}()}, +\code{\link{derive_var_dthcaus}()}, +\code{\link{derive_var_extreme_dtm}()}, +\code{\link{derive_var_extreme_dt}()}, +\code{\link{get_summary_records}()} } -\concept{source_specifications} -\keyword{source_specifications} +\concept{superseded} +\keyword{superseded} diff --git a/man/event.Rd b/man/event.Rd index 1cc360122c..22541cae91 100644 --- a/man/event.Rd +++ b/man/event.Rd @@ -1,5 +1,5 @@ % Generated by roxygen2: do not edit by hand -% Please edit documentation in R/derive_extreme_event.R +% Please edit documentation in R/event.R \name{event} \alias{event} \title{Create a \code{event} Object} @@ -66,17 +66,15 @@ An object of class \code{event} } \description{ The \code{event} object is used to define events as input for the -\code{derive_extreme_event()} function. +\code{derive_extreme_event()} and \code{derive_vars_extreme_event()} functions. } \seealso{ -\code{\link[=derive_extreme_event]{derive_extreme_event()}}, \code{\link[=event_joined]{event_joined()}} +\code{\link[=derive_extreme_event]{derive_extreme_event()}}, \code{\link[=derive_vars_extreme_event]{derive_vars_extreme_event()}}, \code{\link[=event_joined]{event_joined()}} Source Objects: \code{\link{basket_select}()}, \code{\link{censor_source}()}, -\code{\link{date_source}()}, \code{\link{death_event}}, -\code{\link{dthcaus_source}()}, \code{\link{event_joined}()}, \code{\link{event_source}()}, \code{\link{flag_event}()}, diff --git a/man/event_joined.Rd b/man/event_joined.Rd index dd64f3c866..2d445d2407 100644 --- a/man/event_joined.Rd +++ b/man/event_joined.Rd @@ -1,5 +1,5 @@ % Generated by roxygen2: do not edit by hand -% Please edit documentation in R/derive_extreme_event.R +% Please edit documentation in R/event.R \name{event_joined} \alias{event_joined} \title{Create a \code{event_joined} Object} @@ -132,10 +132,11 @@ An object of class \code{event_joined} } \description{ The \code{event_joined} object is used to define events as input for the -\code{derive_extreme_event()} function. This object should be used if the event -does not depend on a single observation of the source dataset but on multiple -observations. For example, if the event needs to be confirmed by a second -observation of the source dataset. +\code{derive_extreme_event()} and \code{derive_vars_extreme_event()} functions. +This object should be used if the event does not depend on a single +observation of the source dataset but on multiple observations. For example, +if the event needs to be confirmed by a second observation of the source +dataset. The events are selected by calling \code{filter_joined()}. See its documentation for more details. @@ -276,14 +277,12 @@ derive_extreme_event( filter(PARAMCD == "CBOR") } \seealso{ -\code{\link[=derive_extreme_event]{derive_extreme_event()}}, \code{\link[=event]{event()}} +\code{\link[=derive_extreme_event]{derive_extreme_event()}}, \code{\link[=derive_vars_extreme_event]{derive_vars_extreme_event()}}, \code{\link[=event]{event()}} Source Objects: \code{\link{basket_select}()}, \code{\link{censor_source}()}, -\code{\link{date_source}()}, \code{\link{death_event}}, -\code{\link{dthcaus_source}()}, \code{\link{event_source}()}, \code{\link{event}()}, \code{\link{flag_event}()}, diff --git a/man/event_source.Rd b/man/event_source.Rd index dca5cc91e9..75b3321c1d 100644 --- a/man/event_source.Rd +++ b/man/event_source.Rd @@ -55,9 +55,7 @@ event_source( Source Objects: \code{\link{basket_select}()}, \code{\link{censor_source}()}, -\code{\link{date_source}()}, \code{\link{death_event}}, -\code{\link{dthcaus_source}()}, \code{\link{event_joined}()}, \code{\link{event}()}, \code{\link{flag_event}()}, diff --git a/man/flag_event.Rd b/man/flag_event.Rd index 338fd0660d..4790cdd3e5 100644 --- a/man/flag_event.Rd +++ b/man/flag_event.Rd @@ -38,9 +38,7 @@ The \code{flag_event} object is used to define events as input for the Source Objects: \code{\link{basket_select}()}, \code{\link{censor_source}()}, -\code{\link{date_source}()}, \code{\link{death_event}}, -\code{\link{dthcaus_source}()}, \code{\link{event_joined}()}, \code{\link{event_source}()}, \code{\link{event}()}, diff --git a/man/get_summary_records.Rd b/man/get_summary_records.Rd index 498b4f1c40..1c0b9c610e 100644 --- a/man/get_summary_records.Rd +++ b/man/get_summary_records.Rd @@ -170,7 +170,12 @@ get_summary_records( \code{\link[=derive_summary_records]{derive_summary_records()}}, \code{\link[=derive_var_merged_summary]{derive_var_merged_summary()}} Other superseded: -\code{\link{derive_param_extreme_record}()} +\code{\link{date_source}()}, +\code{\link{derive_param_extreme_record}()}, +\code{\link{derive_var_dthcaus}()}, +\code{\link{derive_var_extreme_dtm}()}, +\code{\link{derive_var_extreme_dt}()}, +\code{\link{dthcaus_source}()} } \concept{superseded} \keyword{superseded} diff --git a/man/query.Rd b/man/query.Rd index 4bcc0aefb3..df454b1996 100644 --- a/man/query.Rd +++ b/man/query.Rd @@ -137,9 +137,7 @@ query( Source Objects: \code{\link{basket_select}()}, \code{\link{censor_source}()}, -\code{\link{date_source}()}, \code{\link{death_event}}, -\code{\link{dthcaus_source}()}, \code{\link{event_joined}()}, \code{\link{event_source}()}, \code{\link{event}()}, diff --git a/man/records_source.Rd b/man/records_source.Rd index 5fb5ce54c3..2b47fab421 100644 --- a/man/records_source.Rd +++ b/man/records_source.Rd @@ -43,9 +43,7 @@ The \code{records_source} object is used to find extreme records of interest. Source Objects: \code{\link{basket_select}()}, \code{\link{censor_source}()}, -\code{\link{date_source}()}, \code{\link{death_event}}, -\code{\link{dthcaus_source}()}, \code{\link{event_joined}()}, \code{\link{event_source}()}, \code{\link{event}()}, diff --git a/man/tte_source.Rd b/man/tte_source.Rd index 4b5518078f..612ef672de 100644 --- a/man/tte_source.Rd +++ b/man/tte_source.Rd @@ -43,9 +43,7 @@ The \code{tte_source} object is used to define events and possible censorings. Source Objects: \code{\link{basket_select}()}, \code{\link{censor_source}()}, -\code{\link{date_source}()}, \code{\link{death_event}}, -\code{\link{dthcaus_source}()}, \code{\link{event_joined}()}, \code{\link{event_source}()}, \code{\link{event}()}, diff --git a/man/tte_source_objects.Rd b/man/tte_source_objects.Rd index 768c7647a6..2668d39355 100644 --- a/man/tte_source_objects.Rd +++ b/man/tte_source_objects.Rd @@ -63,8 +63,6 @@ for (obj in list_tte_source_objects()$object) { Source Objects: \code{\link{basket_select}()}, \code{\link{censor_source}()}, -\code{\link{date_source}()}, -\code{\link{dthcaus_source}()}, \code{\link{event_joined}()}, \code{\link{event_source}()}, \code{\link{event}()}, diff --git a/tests/testthat/test-derive_extreme_event.R b/tests/testthat/test-derive_extreme_event.R index 58b6e896b5..a2f336d65b 100644 --- a/tests/testthat/test-derive_extreme_event.R +++ b/tests/testthat/test-derive_extreme_event.R @@ -341,6 +341,7 @@ test_that("derive_extreme_event Test 4: event-specific mode", { ) }) + ## Test 5: event_joined() is handled correctly ---- test_that("derive_extreme_event Test 5: event_joined() is handled correctly", { adsl <- tibble::tribble( @@ -621,40 +622,56 @@ test_that("derive_extreme_event Test 7: deprecation of ignore_event_order", { ) }) -# event_joined ---- -## Test 8: deprecation of `first_cond` ---- -test_that("event_joined Test 8: deprecation of `first_cond`", { - new_event <- event_joined( - join_vars = exprs(AVALC, ADT), - join_type = "after", - first_cond_upper = AVALC.join == "CR" & - ADT.join >= ADT + 28, - condition = AVALC == "CR" & - all(AVALC.join %in% c("CR", "NE")) & - count_vals(var = AVALC.join, val = "NE") <= 1, - set_values_to = exprs( - AVALC = "CR" - ) - ) +## Test 8: deprecation of ignore_event_order ---- +test_that("derive_extreme_event Test 8: deprecation of ignore_event_order", { + adrs <- tibble::tribble( + ~USUBJID, ~AVISITN, ~AVALC, + "1", 1, "PR", + "1", 2, "CR", + "1", 3, "CR" + ) %>% + mutate(PARAMCD = "OVR") expect_warning( - old_event <- event_joined( - join_vars = exprs(AVALC, ADT), - join_type = "after", - first_cond = AVALC.join == "CR" & - ADT.join >= ADT + 28, - condition = AVALC == "CR" & - all(AVALC.join %in% c("CR", "NE")) & - count_vals(var = AVALC.join, val = "NE") <= 1, + actual <- derive_extreme_event( + adrs, + by_vars = exprs(USUBJID), + order = exprs(AVISITN), + mode = "first", + events = list( + event_joined( + join_vars = exprs(AVALC), + join_type = "after", + first_cond_upper = AVALC.join == "CR", + condition = AVALC == "CR", + set_values_to = exprs(AVALC = "Y") + ), + event_joined( + join_vars = exprs(AVALC), + join_type = "after", + first_cond_upper = AVALC.join %in% c("CR", "PR"), + condition = AVALC == "PR", + set_values_to = exprs(AVALC = "Y") + ) + ), + ignore_event_order = FALSE, set_values_to = exprs( - AVALC = "CR" + PARAMCD = "CRSP" ) ), class = "lifecycle_warning_deprecated" ) + expected <- bind_rows( + adrs, + tibble::tribble( + ~USUBJID, ~AVISITN, ~AVALC, ~PARAMCD, + "1", 1, "Y", "CRSP" + ) + ) - expect_equal( - old_event, - expected = new_event + expect_dfs_equal( + base = expected, + compare = actual, + keys = c("USUBJID", "PARAMCD", "AVISITN") ) }) diff --git a/tests/testthat/test-derive_vars_extreme_event.R b/tests/testthat/test-derive_vars_extreme_event.R new file mode 100644 index 0000000000..369ea283ce --- /dev/null +++ b/tests/testthat/test-derive_vars_extreme_event.R @@ -0,0 +1,47 @@ +## Test 1: derive_vars_extreme_event ---- +test_that("derive_vars_extreme_event Test 1: derive_vars_extreme_event", { + adsl <- tribble( + ~STUDYID, ~USUBJID, ~TRTEDT, ~DTHDT, + "PILOT01", "01-1130", ymd("2014-08-16"), ymd("2014-09-13"), + "PILOT01", "01-1133", ymd("2013-04-28"), ymd(""), + "PILOT01", "01-1211", ymd("2013-01-12"), ymd(""), + "PILOT01", "09-1081", ymd("2014-04-27"), ymd(""), + "PILOT01", "09-1088", ymd("2014-10-09"), ymd("2014-11-01"), + ) + + actual <- derive_vars_extreme_event( + adsl, + by_vars = exprs(STUDYID, USUBJID), + events = list( + event( + dataset_name = "adsl", + condition = !is.na(DTHDT), + set_values_to = exprs(LSTALVDT = DTHDT, DTHFL = "Y") + ), + event( + dataset_name = "adsl", + condition = !is.na(TRTEDT), + set_values_to = exprs(LSTALVDT = TRTEDT, DTHFL = "N") + ) + ), + source_datasets = list(adsl = adsl), + order = exprs(LSTALVDT), + mode = "last", + new_vars = exprs(LSTALVDT = LSTALVDT, DTHFL = DTHFL) + ) + + expected <- tribble( + ~STUDYID, ~USUBJID, ~TRTEDT, ~DTHDT, ~LSTALVDT, ~DTHFL, + "PILOT01", "01-1130", ymd("2014-08-16"), ymd("2014-09-13"), ymd("2014-09-13"), "Y", + "PILOT01", "01-1133", ymd("2013-04-28"), ymd(""), ymd("2013-04-28"), "N", + "PILOT01", "01-1211", ymd("2013-01-12"), ymd(""), ymd("2013-01-12"), "N", + "PILOT01", "09-1081", ymd("2014-04-27"), ymd(""), ymd("2014-04-27"), "N", + "PILOT01", "09-1088", ymd("2014-10-09"), ymd("2014-11-01"), ymd("2014-11-01"), "Y", + ) + + expect_dfs_equal( + base = expected, + compare = actual, + keys = c("STUDYID", "USUBJID") + ) +}) diff --git a/tests/testthat/test-event.R b/tests/testthat/test-event.R new file mode 100644 index 0000000000..97a2b6d620 --- /dev/null +++ b/tests/testthat/test-event.R @@ -0,0 +1,113 @@ +## Test 1: Cover event$order ---- +test_that("event Test 1: Cover event$order", { + adsl_ext <- tribble( + ~STUDYID, ~USUBJID, ~TRTEDT, ~DTHDT, + "PILOT01", "01-1130", ymd("2014-08-16"), ymd("2014-09-13"), + "PILOT01", "01-1133", ymd("2013-04-28"), ymd(""), + "PILOT01", "01-1211", ymd("2013-01-12"), ymd(""), + "PILOT01", "09-1081", ymd("2014-04-27"), ymd(""), + "PILOT01", "09-1088", ymd("2014-10-09"), ymd("2014-11-01"), + ) + + lb_ext <- tribble( + ~STUDYID, ~DOMAIN, ~USUBJID, ~LBSEQ, ~LBDTC, + "PILOT01", "LB", "01-1130", 219, "2014-06-07T13:20", + "PILOT01", "LB", "01-1130", 322, "2014-08-16T13:10", + "PILOT01", "LB", "01-1133", 268, "2013-04-18T15:30", + "PILOT01", "LB", "01-1133", 304, "2013-05-01T10:13", + "PILOT01", "LB", "01-1211", 8, "2012-10-30T14:26", + "PILOT01", "LB", "01-1211", 162, "2013-01-08T12:13", + "PILOT01", "LB", "09-1081", 47, "2014-02-01T10:55", + "PILOT01", "LB", "09-1081", 219, "2014-05-10T11:15", + "PILOT01", "LB", "09-1088", 283, "2014-09-27T12:13", + "PILOT01", "LB", "09-1088", 322, "2014-10-09T13:25" + ) %>% + mutate( + ADT = convert_dtc_to_dt(LBDTC) + ) + + expected_output <- tribble( + ~STUDYID, ~USUBJID, ~TRTEDT, ~DTHDT, ~LSTALVDT, ~DTHFL, + "PILOT01", "01-1130", ymd("2014-08-16"), ymd("2014-09-13"), ymd("2014-09-13"), "Y", + "PILOT01", "01-1133", ymd("2013-04-28"), ymd(""), ymd("2013-05-01"), "N", + "PILOT01", "01-1211", ymd("2013-01-12"), ymd(""), ymd("2013-01-12"), "N", + "PILOT01", "09-1081", ymd("2014-04-27"), ymd(""), ymd("2014-05-10"), "N", + "PILOT01", "09-1088", ymd("2014-10-09"), ymd("2014-11-01"), ymd("2014-11-01"), "Y", + ) + + actual_output <- derive_vars_extreme_event( + adsl_ext, + by_vars = exprs(STUDYID, USUBJID), + events = list( + event( + dataset_name = "adsl_ext", + condition = !is.na(DTHDT), + set_values_to = exprs(LSTALVDT = DTHDT, DTHFL = "Y") + ), + event( + dataset_name = "lb_ext", + condition = !is.na(ADT), + order = exprs(ADT, LBSEQ), + mode = "last", + set_values_to = exprs(LSTALVDT = ADT, DTHFL = "N") + ), + event( + dataset_name = "adsl_ext", + condition = !is.na(TRTEDT), + order = exprs(TRTEDT), + mode = "last", + set_values_to = exprs(LSTALVDT = TRTEDT, DTHFL = "N") + ) + ), + source_datasets = list(adsl_ext = adsl_ext, lb_ext = lb_ext), + tmp_event_nr_var = event_nr, + order = exprs(LSTALVDT, event_nr), + mode = "last", + new_vars = exprs(LSTALVDT = LSTALVDT, DTHFL = DTHFL) + ) + + + expect_dfs_equal( + base = expected_output, + compare = actual_output, + keys = c("USUBJID") + ) +}) + +# event_joined ---- +## Test 2: deprecation of `first_cond` ---- +test_that("event_joined Test 2: deprecation of `first_cond`", { + new_event <- event_joined( + join_vars = exprs(AVALC, ADT), + join_type = "after", + first_cond_upper = AVALC.join == "CR" & + ADT.join >= ADT + 28, + condition = AVALC == "CR" & + all(AVALC.join %in% c("CR", "NE")) & + count_vals(var = AVALC.join, val = "NE") <= 1, + set_values_to = exprs( + AVALC = "CR" + ) + ) + + expect_warning( + old_event <- event_joined( + join_vars = exprs(AVALC, ADT), + join_type = "after", + first_cond = AVALC.join == "CR" & + ADT.join >= ADT + 28, + condition = AVALC == "CR" & + all(AVALC.join %in% c("CR", "NE")) & + count_vals(var = AVALC.join, val = "NE") <= 1, + set_values_to = exprs( + AVALC = "CR" + ) + ), + class = "lifecycle_warning_deprecated" + ) + + expect_equal( + old_event, + expected = new_event + ) +}) diff --git a/vignettes/adsl.Rmd b/vignettes/adsl.Rmd index 577f9877ba..1345f38311 100644 --- a/vignettes/adsl.Rmd +++ b/vignettes/adsl.Rmd @@ -415,7 +415,7 @@ See also [Date and Time Imputation](imputation.html). ### Cause of Death (`DTHCAUS`) {#death_cause} -The cause of death `DTHCAUS` can be derived using the function `derive_var_dthcaus()`. +The cause of death `DTHCAUS` can be derived using the function `derive_vars_extreme_event()`. Since the cause of death could be collected/mapped in different domains (e.g. `DS`, `AE`, `DD`), it is important the user specifies the right source(s) to derive the cause of death from. @@ -423,64 +423,32 @@ is important the user specifies the right source(s) to derive the cause of death For example, if the date of death is collected in the AE form when the AE is Fatal, the cause of death would be set to the preferred term (`AEDECOD`) of that Fatal AE, while if the date of death is collected in the `DS` form, the cause of death would be set to the disposition term (`DSTERM`). -To achieve this, the `dthcaus_source()` objects must be specified and defined such as it fits the +To achieve this, the `event()` objects within `derive_vars_extreme_event()` must be specified and defined such that they fit the study requirement. -`dthcaus_source()` specifications: - -- `dataset_name`: the name of the dataset where to search for death information, -- `filter`: the condition to define death, -- `date`: the date of death, -- `mode`: `first` or `last` to select the first/last date of death if multiple dates are collected, -- `dthcaus`: variable or text used to populate `DTHCAUS`. -- `set_values_to`: whether the traceability variables need to be added (e.g source domain, -sequence, variable) - -An example call to define the sources would be: - -```{r eval=TRUE} -src_ae <- dthcaus_source( - dataset_name = "ae", - filter = AEOUT == "FATAL", - date = convert_dtc_to_dtm(AESTDTC, highest_imputation = "M"), - mode = "first", - dthcaus = AEDECOD -) -``` - -```{r, eval=TRUE, echo=FALSE} -dataset_vignette( - ae, - display_vars = exprs(USUBJID, AESTDTC, AEENDTC, AEDECOD, AEOUT), - filter = AEOUT == "FATAL" -) -``` - -```{r eval=TRUE} -src_ds <- dthcaus_source( - dataset_name = "ds", - filter = DSDECOD == "DEATH" & grepl("DEATH DUE TO", DSTERM), - date = DSSTDT, - mode = "first", - dthcaus = "Death in DS" -) -``` - -```{r, eval=TRUE, echo=FALSE} -dataset_vignette( - ds, - display_vars = exprs(USUBJID, DSDECOD, DSTERM, DSSTDTC), - filter = DSDECOD == "DEATH" -) -``` - -Once the sources are defined, the function `derive_var_dthcaus()` can be used to derive `DTHCAUS`: +An example call to `derive_vars_extreme_event()` would be: ```{r eval=TRUE} adsl <- adsl %>% - derive_var_dthcaus( - src_ae, src_ds, - source_datasets = list(ae = ae, ds = ds_ext) + derive_vars_extreme_event( + by_vars = exprs(STUDYID, USUBJID), + events = list( + event( + dataset_name = "ae", + condition = AEOUT == "FATAL", + set_values_to = exprs(DTHCAUS = AEDECOD), + ), + event( + dataset_name = "ds", + condition = DSDECOD == "DEATH" & grepl("DEATH DUE TO", DSTERM), + set_values_to = exprs(DTHCAUS = DSTERM), + ) + ), + source_datasets = list(ae = ae, ds = ds), + tmp_event_nr_var = event_nr, + order = exprs(event_nr), + mode = "first", + new_vars = exprs(DTHCAUS) ) ``` @@ -494,32 +462,30 @@ dataset_vignette( The function also offers the option to add some traceability variables (e.g. `DTHDOM` would store the domain where the date of death is collected, and `DTHSEQ` would store the `xxSEQ` value of -that domain). To add them, the `traceability_vars` argument must be added to the `dthcaus_source()` -arguments: +that domain). The traceability variables should be added to the `event()` calls and included in the `new_vars` parameter of `derive_vars_extreme_event()`. ```{r eval=TRUE} -src_ae <- dthcaus_source( - dataset_name = "ae", - filter = AEOUT == "FATAL", - date = convert_dtc_to_dtm(AESTDTC, highest_imputation = "M"), - mode = "first", - dthcaus = AEDECOD, - set_values_to = exprs(DTHDOM = "AE", DTHSEQ = AESEQ) -) - -src_ds <- dthcaus_source( - dataset_name = "ds", - filter = DSDECOD == "DEATH" & grepl("DEATH DUE TO", DSTERM), - date = DSSTDT, - mode = "first", - dthcaus = DSTERM, - set_values_to = exprs(DTHDOM = "DS", DTHSEQ = DSSEQ) -) adsl <- adsl %>% select(-DTHCAUS) %>% # remove it before deriving it again - derive_var_dthcaus( - src_ae, src_ds, - source_datasets = list(ae = ae, ds = ds_ext) + derive_vars_extreme_event( + by_vars = exprs(STUDYID, USUBJID), + events = list( + event( + dataset_name = "ae", + condition = AEOUT == "FATAL", + set_values_to = exprs(DTHCAUS = AEDECOD, DTHDOM = "AE", DTHSEQ = AESEQ), + ), + event( + dataset_name = "ds", + condition = DSDECOD == "DEATH" & grepl("DEATH DUE TO", DSTERM), + set_values_to = exprs(DTHCAUS = DSTERM, DTHDOM = "DS", DTHSEQ = DSSEQ), + ) + ), + source_datasets = list(ae = ae, ds = ds), + tmp_event_nr_var = event_nr, + order = exprs(event_nr), + mode = "first", + new_vars = exprs(DTHCAUS, DTHDOM, DTHSEQ) ) ``` @@ -570,49 +536,54 @@ dataset_vignette( ## Derive the Last Date Known Alive (`LSTALVDT`) {#lstalvdt} Similarly as for the cause of death (`DTHCAUS`), the last known alive date -(`LSTALVDT`) can be derived from multiples sources and the user must ensure the -sources (`date_source()`) are correctly defined. - -`date_source()` specifications: - -- `dataset_name`: the name of the dataset where to search for date information, -- `filter`: the filter to apply on the datasets, -- `date`: the date of interest, -- `set_values_to`: whether the traceability variables need to be added (e.g -source domain, sequence, variable) +(`LSTALVDT`) can be derived from multiples sources using `derive_vars_extreme_event()`. An example could be (DTC dates are converted to numeric dates imputing missing day and month to the first): -```{r eval=TRUE} -ae_start_date <- date_source( - dataset_name = "ae", - date = convert_dtc_to_dt(AESTDTC, highest_imputation = "M") -) -ae_end_date <- date_source( - dataset_name = "ae", - date = convert_dtc_to_dt(AEENDTC, highest_imputation = "M") -) -lb_date <- date_source( - dataset_name = "lb", - date = convert_dtc_to_dt(LBDTC, highest_imputation = "M") -) -trt_end_date <- date_source( - dataset_name = "adsl", - date = TRTEDT -) -``` - -Once the sources are defined, the function `derive_var_extreme_dt()` can be used -to derive `LSTALVDT`: - ```{r eval=TRUE} adsl <- adsl %>% - derive_var_extreme_dt( - new_var = LSTALVDT, - ae_start_date, ae_end_date, lb_date, trt_end_date, - source_datasets = list(ae = ae, adsl = adsl, lb = lb), - mode = "last" + derive_vars_extreme_event( + by_vars = exprs(STUDYID, USUBJID), + events = list( + event( + dataset_name = "ae", + order = exprs(AESTDTC, AESEQ), + condition = !is.na(AESTDTC), + set_values_to = exprs( + LSTALVDT = convert_dtc_to_dt(AESTDTC, highest_imputation = "M"), + seq = AESEQ + ), + ), + event( + dataset_name = "ae", + order = exprs(AEENDTC, AESEQ), + condition = !is.na(AEENDTC), + set_values_to = exprs( + LSTALVDT = convert_dtc_to_dt(AEENDTC, highest_imputation = "M"), + seq = AESEQ + ), + ), + event( + dataset_name = "lb", + order = exprs(LBDTC, LBSEQ), + condition = !is.na(LBDTC), + set_values_to = exprs( + LSTALVDT = convert_dtc_to_dt(LBDTC, highest_imputation = "M"), + seq = LBSEQ + ), + ), + event( + dataset_name = "adsl", + condition = !is.na(TRTEDT), + set_values_to = exprs(LSTALVDT = TRTEDT, seq = 0), + ) + ), + source_datasets = list(ae = ae, lb = lb, adsl = adsl), + tmp_event_nr_var = event_nr, + order = exprs(LSTALVDT, seq, event_nr), + mode = "last", + new_vars = exprs(LSTALVDT) ) ``` @@ -624,38 +595,58 @@ dataset_vignette( ) ``` -Similarly to `dthcaus_source()`, the traceability variables can be added by specifying the -`set_values_to` argument in `date_source()`. +Traceability variables can be added by specifying the variables in the `set_values_to` parameter of the `event()` function. ```{r eval=TRUE} -ae_start_date <- date_source( - dataset_name = "ae", - date = convert_dtc_to_dt(AESTDTC, highest_imputation = "M"), - set_values_to = exprs(LALVDOM = "AE", LALVSEQ = AESEQ, LALVVAR = "AESTDTC") -) -ae_end_date <- date_source( - dataset_name = "ae", - date = convert_dtc_to_dt(AEENDTC, highest_imputation = "M"), - set_values_to = exprs(LALVDOM = "AE", LALVSEQ = AESEQ, LALVVAR = "AEENDTC") -) -lb_date <- date_source( - dataset_name = "lb", - date = convert_dtc_to_dt(LBDTC, highest_imputation = "M"), - set_values_to = exprs(LALVDOM = "LB", LALVSEQ = LBSEQ, LALVVAR = "LBDTC") -) -trt_end_date <- date_source( - dataset_name = "adsl", - date = TRTEDTM, - set_values_to = exprs(LALVDOM = "ADSL", LALVSEQ = NA_integer_, LALVVAR = "TRTEDTM") -) - adsl <- adsl %>% select(-LSTALVDT) %>% # created in the previous call - derive_var_extreme_dt( - new_var = LSTALVDT, - ae_start_date, ae_end_date, lb_date, trt_end_date, - source_datasets = list(ae = ae, adsl = adsl, lb = lb), - mode = "last" + derive_vars_extreme_event( + by_vars = exprs(STUDYID, USUBJID), + events = list( + event( + dataset_name = "ae", + order = exprs(AESTDTC, AESEQ), + condition = !is.na(AESTDTC), + set_values_to = exprs( + LSTALVDT = convert_dtc_to_dt(AESTDTC, highest_imputation = "M"), + LALVSEQ = AESEQ, + LALVDOM = "AE", + LALVVAR = "AESTDTC" + ), + ), + event( + dataset_name = "ae", + order = exprs(AEENDTC, AESEQ), + condition = !is.na(AEENDTC), + set_values_to = exprs( + LSTALVDT = convert_dtc_to_dt(AEENDTC, highest_imputation = "M"), + LALVSEQ = AESEQ, + LALVDOM = "AE", + LALVVAR = "AEENDTC" + ), + ), + event( + dataset_name = "lb", + order = exprs(LBDTC, LBSEQ), + condition = !is.na(LBDTC), + set_values_to = exprs( + LSTALVDT = convert_dtc_to_dt(LBDTC, highest_imputation = "M"), + LALVSEQ = LBSEQ, + LALVDOM = "LB", + LALVVAR = "LBDTC" + ), + ), + event( + dataset_name = "adsl", + condition = !is.na(TRTEDT), + set_values_to = exprs(LSTALVDT = TRTEDT, LALVSEQ = NA_integer_, LALVDOM = "ADSL", LALVVAR = "TRTEDTM"), + ) + ), + source_datasets = list(ae = ae, lb = lb, adsl = adsl), + tmp_event_nr_var = event_nr, + order = exprs(LSTALVDT, LALVSEQ, event_nr), + mode = "last", + new_vars = exprs(LSTALVDT, LALVSEQ, LALVDOM, LALVVAR) ) ``` From 18a5eab6c5269d8679277375ec9829eee1a0c96a Mon Sep 17 00:00:00 2001 From: bms63 Date: Wed, 29 Nov 2023 16:31:20 +0000 Subject: [PATCH 52/98] [skip actions] Bump version to 0.12.3.9017 --- DESCRIPTION | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/DESCRIPTION b/DESCRIPTION index 7b778815fd..93f6d6e4a6 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,7 +1,7 @@ Type: Package Package: admiral Title: ADaM in R Asset Library -Version: 0.12.3.9016 +Version: 0.12.3.9017 Authors@R: c( person("Ben", "Straub", , "ben.x.straub@gsk.com", role = c("aut", "cre")), person("Stefan", "Bundfuss", role = "aut"), From f993c4f8b9821332d7659cd8dd7876106112a9cb Mon Sep 17 00:00:00 2001 From: asha-gsk <134052893+ashachakma@users.noreply.github.com> Date: Wed, 29 Nov 2023 22:05:43 +0530 Subject: [PATCH 53/98] =?UTF-8?q?Closes=20#2217=20Update=20in=20navbar=20-?= =?UTF-8?q?=20added=20drop=20down=20in=20Get=20started=20and=20removed=20C?= =?UTF-8?q?=E2=80=A6=20(#2251)?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit * #2217 Update in navbar - added drop down in Get started and removed Community from top * #2217 Updated the changelog in Documentation section * chore: #2217 spelling --------- Co-authored-by: Jerry Johnson Co-authored-by: Edoardo Mancini <53403957+manciniedoardo@users.noreply.github.com> Co-authored-by: Ben Straub --- NEWS.md | 5 ++++- _pkgdown.yml | 21 ++++++++------------- inst/WORDLIST | 1 + 3 files changed, 13 insertions(+), 14 deletions(-) diff --git a/NEWS.md b/NEWS.md index 49cdbd8a01..cf55725bc6 100644 --- a/NEWS.md +++ b/NEWS.md @@ -174,7 +174,10 @@ the imputation functions, e.g., `derive_vars_dtm()`. (#2222) - Moved Development Process from `admiraldev` to Contribution Model in the `admiral` website, updated GitHub strategy. (#2196) -- All "Example Script(s)" sections in the User Guide vignettes were updated to point the user towards using `use_ad_template("ADaM")` rather than linking to the template in the code repository. (#2239) +- Added new drop downs in Get Started navigation bar- Getting Started, Admiral Discovery, Cheatsheet. Community removed from top. (#2217) + +- All "Example Script(s)" sections in the User Guide vignettes were updated to point the user towards using `use_ad_template("ADaM")` rather + than linking to the template in the code repository. (#2239) ## Various diff --git a/_pkgdown.yml b/_pkgdown.yml index 700b00b999..f7ed357837 100644 --- a/_pkgdown.yml +++ b/_pkgdown.yml @@ -138,29 +138,24 @@ reference: navbar: structure: - left: [getstarted, reference, articles, community, news, versions] + left: [getstarted, reference, articles, news, versions] right: [search, slack, history, newissue, github] components: getstarted: text: Get Started - href: articles/admiral.html + menu: + - text: Getting Started + href: articles/admiral.html + - text: Admiral Discovery + href: https://pharmaverse.github.io/admiraldiscovery/articles/gt.html + - text: Cheatsheet + href: https://github.com/pharmaverse/admiral/blob/main/inst/cheatsheet/admiral_cheatsheet.pdf reference: text: Reference href: reference/ - community: - text: Community - menu: - - text: Contribute to admiral - href: articles/contribution_model.html - - text: Find us on Slack - href: https://app.slack.com/client/T028PB489D3/C02M8KN8269 - - text: Welcome to the Pharmaverse - href: https://pharmaverse.org/ articles: text: User Guides menu: - - text: Getting Started - href: articles/admiral.html - text: Creating a Basic ADSL href: articles/adsl.html - text: FAQ diff --git a/inst/WORDLIST b/inst/WORDLIST index 996f0dde1d..2977875a0a 100644 --- a/inst/WORDLIST +++ b/inst/WORDLIST @@ -62,6 +62,7 @@ CTCAEv CVD Carlucci Chemistries +Cheatsheet Chol Cockcroft Creat From 257b9fa577fc9bfab0636d74dda2c45c6c76f6f5 Mon Sep 17 00:00:00 2001 From: bms63 Date: Wed, 29 Nov 2023 16:36:39 +0000 Subject: [PATCH 54/98] [skip actions] Bump version to 0.12.3.9018 --- DESCRIPTION | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/DESCRIPTION b/DESCRIPTION index 93f6d6e4a6..d0c62b0580 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,7 +1,7 @@ Type: Package Package: admiral Title: ADaM in R Asset Library -Version: 0.12.3.9017 +Version: 0.12.3.9018 Authors@R: c( person("Ben", "Straub", , "ben.x.straub@gsk.com", role = c("aut", "cre")), person("Stefan", "Bundfuss", role = "aut"), From 4e09ce77076903d501c17e1a0b756e38fbb37eba Mon Sep 17 00:00:00 2001 From: Stefan Bundfuss <80953585+bundfussr@users.noreply.github.com> Date: Thu, 30 Nov 2023 14:15:19 +0100 Subject: [PATCH 55/98] Closes #2230 update_generic: Add new functions and handling of NA for sorting variables (#2262) * #2230 update_generic: create outline * #2230 update_generic: add introduction * #2230 update_generic: add selection method * #2230 update_generic: add summary and compute method, enhance derive_var_merged_summary(), updated NEWS.md * #2230 update_generic: add reactable and style files * #2230 update_generic: fix spelling * #2230 update_generic: fix lintr * #2230 update_generic: update man * #2230 update_generic: update DESCRIPTION * #2230 update_generic: readd note on difference between joined and merged * #2230 update_generic: improve wording * #2230 update_generic: change order of columns * #2230 update_generic: add derive_vars_computed() * #2230 update_generic: add handling of NAs for sorting variables * #2230 update_generic: add handling of NAs for sorting variables for new functions * #2230 update_generic: add derive_vars_extreme_event() to function overview * #2230 update_generic: fix lintr * #2230 update_generic: add additional example and links --- NEWS.md | 3 ++ R/derive_extreme_event.R | 2 ++ R/derive_joined.R | 4 +++ R/derive_locf_records.R | 2 ++ R/derive_merged.R | 2 ++ R/derive_var_extreme_flag.R | 2 ++ R/derive_var_joined_exist_flag.R | 2 ++ R/derive_var_obs_number.R | 2 ++ R/derive_var_relative_flag.R | 2 ++ R/derive_vars_extreme_event.R | 2 ++ R/event.R | 4 +++ R/filter_joined.R | 2 ++ R/filter_relative.R | 2 ++ R/roxygen2.R | 7 ++++ man/derive_extreme_event.Rd | 2 ++ man/derive_locf_records.Rd | 4 ++- man/derive_var_extreme_flag.Rd | 2 ++ man/derive_var_joined_exist_flag.Rd | 4 ++- man/derive_var_obs_number.Rd | 2 ++ man/derive_var_relative_flag.Rd | 2 ++ man/derive_vars_extreme_event.Rd | 2 ++ man/derive_vars_joined.Rd | 2 ++ man/derive_vars_merged.Rd | 2 ++ man/derive_vars_merged_lookup.Rd | 2 ++ man/event.Rd | 2 ++ man/event_joined.Rd | 2 ++ man/filter_joined.Rd | 2 ++ man/filter_relative.Rd | 2 ++ man/get_joined_data.Rd | 2 ++ tests/testthat/test-roxygen2.R | 11 +++++++ vignettes/admiral.Rmd | 3 ++ vignettes/generic.Rmd | 50 +++++++++++++++++++++++++++++ 32 files changed, 134 insertions(+), 2 deletions(-) diff --git a/NEWS.md b/NEWS.md index cf55725bc6..886fcc16ee 100644 --- a/NEWS.md +++ b/NEWS.md @@ -179,6 +179,9 @@ the imputation functions, e.g., `derive_vars_dtm()`. (#2222) - All "Example Script(s)" sections in the User Guide vignettes were updated to point the user towards using `use_ad_template("ADaM")` rather than linking to the template in the code repository. (#2239) +- Handling of `NA` values was added to the documentation of the `order` argument +for all functions. (#2230, #2257) + ## Various - Website now has button/links to Slack channel and GitHub Issues (#2127) diff --git a/R/derive_extreme_event.R b/R/derive_extreme_event.R index 47746a06ef..4a2ddac4a0 100644 --- a/R/derive_extreme_event.R +++ b/R/derive_extreme_event.R @@ -33,6 +33,8 @@ #' If a particular event from `events` has more than one observation, within #' the event and by group, the records are ordered by the specified order. #' +#' `r roxygen_order_na_handling()` +#' #' *Permitted Values:* list of expressions created by `exprs()`, e.g., #' `exprs(ADT, desc(AVAL))` #' diff --git a/R/derive_joined.R b/R/derive_joined.R index 5ed8cf0054..3061b7ef8d 100644 --- a/R/derive_joined.R +++ b/R/derive_joined.R @@ -37,6 +37,8 @@ #' (`filter_add`, `filter_join`) and for `join_vars` and `new_vars`. The #' variable is not included in the output dataset. #' +#' `r roxygen_order_na_handling()` +#' #' *Permitted Values*: list of expressions created by `exprs()`, e.g., #' `exprs(ADT, desc(AVAL))` or `NULL` #' @@ -578,6 +580,8 @@ derive_vars_joined <- function(dataset, #' (`filter_add`, `filter_join`) and for `join_vars` and `new_vars`. The #' variable is not included in the output dataset. #' +#' `r roxygen_order_na_handling()` +#' #' *Permitted Values*: list of expressions created by `exprs()`, e.g., #' `exprs(ADT, desc(AVAL))` or `NULL` #' diff --git a/R/derive_locf_records.R b/R/derive_locf_records.R index eefa053838..26ebbec87a 100644 --- a/R/derive_locf_records.R +++ b/R/derive_locf_records.R @@ -32,6 +32,8 @@ #' The dataset is sorted by `order` before carrying the last observation #' forward (e.g. `AVAL`) within each `by_vars`. #' +#' `r roxygen_order_na_handling()` +#' #' @param keep_vars Variables that need carrying the last observation forward #' #' Keep variables that need carrying the last observation forward other than `analysis_var` diff --git a/R/derive_merged.R b/R/derive_merged.R index 5f5f2fa376..4308163948 100644 --- a/R/derive_merged.R +++ b/R/derive_merged.R @@ -33,6 +33,8 @@ #' #' Variables defined by the `new_vars` argument can be used in the sort order. #' +#' `r roxygen_order_na_handling()` +#' #' *Permitted Values*: list of expressions created by `exprs()`, e.g., #' `exprs(ADT, desc(AVAL))` or `NULL` #' diff --git a/R/derive_var_extreme_flag.R b/R/derive_var_extreme_flag.R index f5c52f658c..e289623bf3 100644 --- a/R/derive_var_extreme_flag.R +++ b/R/derive_var_extreme_flag.R @@ -10,6 +10,8 @@ #' The first or last observation is determined with respect to the specified #' order. #' +#' `r roxygen_order_na_handling()` +#' #' Permitted Values: list of variables or functions of variables #' #' @param new_var Variable to add diff --git a/R/derive_var_joined_exist_flag.R b/R/derive_var_joined_exist_flag.R index 2940cd43c8..fd90939457 100644 --- a/R/derive_var_joined_exist_flag.R +++ b/R/derive_var_joined_exist_flag.R @@ -27,6 +27,8 @@ #' #' The observations are ordered by the specified order. #' +#' `r roxygen_order_na_handling()` +#' #' @param new_var New variable #' #' The specified variable is added to the input dataset. diff --git a/R/derive_var_obs_number.R b/R/derive_var_obs_number.R index 46bcbef97d..04056ae539 100644 --- a/R/derive_var_obs_number.R +++ b/R/derive_var_obs_number.R @@ -13,6 +13,8 @@ #' #' Within each by group the observations are ordered by the specified order. #' +#' `r roxygen_order_na_handling()` +#' #' Permitted Values: list of variables or functions of variables #' #' @param new_var Name of variable to create diff --git a/R/derive_var_relative_flag.R b/R/derive_var_relative_flag.R index a2295d85ce..a42bdba384 100644 --- a/R/derive_var_relative_flag.R +++ b/R/derive_var_relative_flag.R @@ -16,6 +16,8 @@ #' #' Within each by group the observations are ordered by the specified order. #' +#' `r roxygen_order_na_handling()` +#' #' *Permitted Values:* list of expressions created by `exprs()`, e.g., #' `exprs(ADT, desc(AVAL))` #' diff --git a/R/derive_vars_extreme_event.R b/R/derive_vars_extreme_event.R index df123cdbfa..a914df7a10 100644 --- a/R/derive_vars_extreme_event.R +++ b/R/derive_vars_extreme_event.R @@ -30,6 +30,8 @@ #' If a particular event from `events` has more than one observation, within #' the event and by group, the records are ordered by the specified order. #' +#' `r roxygen_order_na_handling()` +#' #' *Permitted Values:* list of expressions created by `exprs()`, e.g., #' `exprs(ADT, desc(AVAL))` #' diff --git a/R/event.R b/R/event.R index 5e98693cfc..ac7817c3c0 100644 --- a/R/event.R +++ b/R/event.R @@ -24,6 +24,8 @@ #' @param order The specified variables or expressions are used to select the #' first or last observation if `mode` is specified. #' +#' `r roxygen_order_na_handling()` +#' #' *Permitted Values*: list of expressions created by `exprs()`, e.g., #' `exprs(ADT, desc(AVAL))` or `NULL` #' @@ -191,6 +193,8 @@ event <- function(dataset_name = NULL, #' @param order If specified, the specified variables or expressions are used to #' select the first observation. #' +#' `r roxygen_order_na_handling()` +#' #' *Permitted Values*: list of expressions created by `exprs()`, e.g., #' `exprs(ADT, desc(AVAL))` or `NULL` #' diff --git a/R/filter_joined.R b/R/filter_joined.R index 89f31374ab..b91eb936f9 100644 --- a/R/filter_joined.R +++ b/R/filter_joined.R @@ -78,6 +78,8 @@ #' #' The observations are ordered by the specified order. #' +#' `r roxygen_order_na_handling()` +#' #' *Permitted Values:* list of expressions created by `exprs()`, e.g., #' `exprs(ADT, desc(AVAL))` #' diff --git a/R/filter_relative.R b/R/filter_relative.R index aa38420db8..4de7a2d216 100644 --- a/R/filter_relative.R +++ b/R/filter_relative.R @@ -15,6 +15,8 @@ #' #' Within each by group the observations are ordered by the specified order. #' +#' `r roxygen_order_na_handling()` +#' #' *Permitted Values:* list of expressions created by `exprs()`, e.g., #' `exprs(ADT, desc(AVAL))` #' diff --git a/R/roxygen2.R b/R/roxygen2.R index 85f78f250d..0998f7147f 100644 --- a/R/roxygen2.R +++ b/R/roxygen2.R @@ -16,3 +16,10 @@ roxygen_param_dataset <- function(expected_vars = NULL) { } return(dataset_text) } + +roxygen_order_na_handling <- function() { + paste( + "For handling of `NA`s in sorting variables see", + "[Sort Order](../articles/generic.html#sort_order)." + ) +} diff --git a/man/derive_extreme_event.Rd b/man/derive_extreme_event.Rd index 05377ae6a0..3ebb682a6e 100644 --- a/man/derive_extreme_event.Rd +++ b/man/derive_extreme_event.Rd @@ -55,6 +55,8 @@ The variable is not included in the output dataset.} If a particular event from \code{events} has more than one observation, within the event and by group, the records are ordered by the specified order. +For handling of \code{NA}s in sorting variables see \href{../articles/generic.html#sort_order}{Sort Order}. + \emph{Permitted Values:} list of expressions created by \code{exprs()}, e.g., \code{exprs(ADT, desc(AVAL))}} diff --git a/man/derive_locf_records.Rd b/man/derive_locf_records.Rd index 271cadc7ec..5718a2e70c 100644 --- a/man/derive_locf_records.Rd +++ b/man/derive_locf_records.Rd @@ -42,7 +42,9 @@ in the input dataset.} \item{order}{Sort order The dataset is sorted by \code{order} before carrying the last observation -forward (e.g. \code{AVAL}) within each \code{by_vars}.} +forward (e.g. \code{AVAL}) within each \code{by_vars}. + +For handling of \code{NA}s in sorting variables see \href{../articles/generic.html#sort_order}{Sort Order}.} \item{keep_vars}{Variables that need carrying the last observation forward diff --git a/man/derive_var_extreme_flag.Rd b/man/derive_var_extreme_flag.Rd index 7de91ea8c9..4e4fdaeb70 100644 --- a/man/derive_var_extreme_flag.Rd +++ b/man/derive_var_extreme_flag.Rd @@ -30,6 +30,8 @@ Permitted Values: list of variables} The first or last observation is determined with respect to the specified order. +For handling of \code{NA}s in sorting variables see \href{../articles/generic.html#sort_order}{Sort Order}. + Permitted Values: list of variables or functions of variables} \item{new_var}{Variable to add diff --git a/man/derive_var_joined_exist_flag.Rd b/man/derive_var_joined_exist_flag.Rd index ee30f31622..5f78f46f51 100644 --- a/man/derive_var_joined_exist_flag.Rd +++ b/man/derive_var_joined_exist_flag.Rd @@ -41,7 +41,9 @@ dataset (\code{dataset}) with the additional dataset (\code{dataset_add}).} \item{order}{Order -The observations are ordered by the specified order.} +The observations are ordered by the specified order. + +For handling of \code{NA}s in sorting variables see \href{../articles/generic.html#sort_order}{Sort Order}.} \item{new_var}{New variable diff --git a/man/derive_var_obs_number.Rd b/man/derive_var_obs_number.Rd index 1f1983b0b7..83bd8cbdfd 100644 --- a/man/derive_var_obs_number.Rd +++ b/man/derive_var_obs_number.Rd @@ -25,6 +25,8 @@ Permitted Values: list of variables} Within each by group the observations are ordered by the specified order. +For handling of \code{NA}s in sorting variables see \href{../articles/generic.html#sort_order}{Sort Order}. + Permitted Values: list of variables or functions of variables} \item{new_var}{Name of variable to create diff --git a/man/derive_var_relative_flag.Rd b/man/derive_var_relative_flag.Rd index acb391990f..a0c39fe08d 100644 --- a/man/derive_var_relative_flag.Rd +++ b/man/derive_var_relative_flag.Rd @@ -30,6 +30,8 @@ The variables specified by the \code{by_vars} and \code{order} arguments are exp Within each by group the observations are ordered by the specified order. +For handling of \code{NA}s in sorting variables see \href{../articles/generic.html#sort_order}{Sort Order}. + \emph{Permitted Values:} list of expressions created by \code{exprs()}, e.g., \code{exprs(ADT, desc(AVAL))}} diff --git a/man/derive_vars_extreme_event.Rd b/man/derive_vars_extreme_event.Rd index da5ba26ce4..ec4318aab8 100644 --- a/man/derive_vars_extreme_event.Rd +++ b/man/derive_vars_extreme_event.Rd @@ -53,6 +53,8 @@ The variable is not included in the output dataset.} If a particular event from \code{events} has more than one observation, within the event and by group, the records are ordered by the specified order. +For handling of \code{NA}s in sorting variables see \href{../articles/generic.html#sort_order}{Sort Order}. + \emph{Permitted Values:} list of expressions created by \code{exprs()}, e.g., \code{exprs(ADT, desc(AVAL))}} diff --git a/man/derive_vars_joined.Rd b/man/derive_vars_joined.Rd index 9a76eaad7c..79fddf5be6 100644 --- a/man/derive_vars_joined.Rd +++ b/man/derive_vars_joined.Rd @@ -57,6 +57,8 @@ added to the additional dataset and can be used in the filter conditions (\code{filter_add}, \code{filter_join}) and for \code{join_vars} and \code{new_vars}. The variable is not included in the output dataset. +For handling of \code{NA}s in sorting variables see \href{../articles/generic.html#sort_order}{Sort Order}. + \emph{Permitted Values}: list of expressions created by \code{exprs()}, e.g., \code{exprs(ADT, desc(AVAL))} or \code{NULL}} diff --git a/man/derive_vars_merged.Rd b/man/derive_vars_merged.Rd index 0efbe66e28..034670cc2e 100644 --- a/man/derive_vars_merged.Rd +++ b/man/derive_vars_merged.Rd @@ -50,6 +50,8 @@ specified order. Variables defined by the \code{new_vars} argument can be used in the sort order. +For handling of \code{NA}s in sorting variables see \href{../articles/generic.html#sort_order}{Sort Order}. + \emph{Permitted Values}: list of expressions created by \code{exprs()}, e.g., \code{exprs(ADT, desc(AVAL))} or \code{NULL}} diff --git a/man/derive_vars_merged_lookup.Rd b/man/derive_vars_merged_lookup.Rd index 1aa67f9560..33aa0b5ae0 100644 --- a/man/derive_vars_merged_lookup.Rd +++ b/man/derive_vars_merged_lookup.Rd @@ -44,6 +44,8 @@ specified order. Variables defined by the \code{new_vars} argument can be used in the sort order. +For handling of \code{NA}s in sorting variables see \href{../articles/generic.html#sort_order}{Sort Order}. + \emph{Permitted Values}: list of expressions created by \code{exprs()}, e.g., \code{exprs(ADT, desc(AVAL))} or \code{NULL}} diff --git a/man/event.Rd b/man/event.Rd index 22541cae91..761c03a622 100644 --- a/man/event.Rd +++ b/man/event.Rd @@ -36,6 +36,8 @@ selected for each by group. \item{order}{The specified variables or expressions are used to select the first or last observation if \code{mode} is specified. +For handling of \code{NA}s in sorting variables see \href{../articles/generic.html#sort_order}{Sort Order}. + \emph{Permitted Values}: list of expressions created by \code{exprs()}, e.g., \code{exprs(ADT, desc(AVAL))} or \code{NULL}} diff --git a/man/event_joined.Rd b/man/event_joined.Rd index 2d445d2407..c14e7a3aa7 100644 --- a/man/event_joined.Rd +++ b/man/event_joined.Rd @@ -43,6 +43,8 @@ observations up to the confirmation observation the response is "CR" or \item{order}{If specified, the specified variables or expressions are used to select the first observation. +For handling of \code{NA}s in sorting variables see \href{../articles/generic.html#sort_order}{Sort Order}. + \emph{Permitted Values}: list of expressions created by \code{exprs()}, e.g., \code{exprs(ADT, desc(AVAL))} or \code{NULL}} diff --git a/man/filter_joined.Rd b/man/filter_joined.Rd index 9a737e669e..b21fb2c12f 100644 --- a/man/filter_joined.Rd +++ b/man/filter_joined.Rd @@ -99,6 +99,8 @@ confirmation assessment. For an example see the last example below.} The observations are ordered by the specified order. +For handling of \code{NA}s in sorting variables see \href{../articles/generic.html#sort_order}{Sort Order}. + \emph{Permitted Values:} list of expressions created by \code{exprs()}, e.g., \code{exprs(ADT, desc(AVAL))}} diff --git a/man/filter_relative.Rd b/man/filter_relative.Rd index 0410779f0b..a2b2597aae 100644 --- a/man/filter_relative.Rd +++ b/man/filter_relative.Rd @@ -29,6 +29,8 @@ The variables specified by the \code{by_vars} and \code{order} arguments are exp Within each by group the observations are ordered by the specified order. +For handling of \code{NA}s in sorting variables see \href{../articles/generic.html#sort_order}{Sort Order}. + \emph{Permitted Values:} list of expressions created by \code{exprs()}, e.g., \code{exprs(ADT, desc(AVAL))}} diff --git a/man/get_joined_data.Rd b/man/get_joined_data.Rd index caa80177d6..6676e04016 100644 --- a/man/get_joined_data.Rd +++ b/man/get_joined_data.Rd @@ -107,6 +107,8 @@ added to the additional dataset and can be used in the filter conditions (\code{filter_add}, \code{filter_join}) and for \code{join_vars} and \code{new_vars}. The variable is not included in the output dataset. +For handling of \code{NA}s in sorting variables see \href{../articles/generic.html#sort_order}{Sort Order}. + \emph{Permitted Values}: list of expressions created by \code{exprs()}, e.g., \code{exprs(ADT, desc(AVAL))} or \code{NULL}} diff --git a/tests/testthat/test-roxygen2.R b/tests/testthat/test-roxygen2.R index e53ea5cbdc..b921675104 100644 --- a/tests/testthat/test-roxygen2.R +++ b/tests/testthat/test-roxygen2.R @@ -14,3 +14,14 @@ test_that("roxygen_param_dataset Test 2: Input dataset standardized text works", roxygen_param_dataset(expected_vars = c("by_vars")) ) }) + +# roxygen_order_na_handling ---- +test_that("Standardized text works", { + expect_equal( + roxygen_order_na_handling(), + paste( + "For handling of `NA`s in sorting variables see", + "[Sort Order](../articles/generic.html#sort_order)." + ) + ) +}) diff --git a/vignettes/admiral.Rmd b/vignettes/admiral.Rmd index 998acca856..756605cffa 100644 --- a/vignettes/admiral.Rmd +++ b/vignettes/admiral.Rmd @@ -256,6 +256,9 @@ mean(c(1, NA, 2), na.rm = TRUE) This is very important to keep in mind when using `{admiral}`'s aggregation functions such as `derive_summary_records()`. +For handling of `NA`s in sorting variables see [Sort +Order](generic.html#sort_order). + # Validation All functions are reviewed and tested to ensure that they work as described in diff --git a/vignettes/generic.Rmd b/vignettes/generic.Rmd index 6cbef75df0..9450dc529a 100644 --- a/vignettes/generic.Rmd +++ b/vignettes/generic.Rmd @@ -70,6 +70,8 @@ generic_derivations <- tibble::tribble( "derive_vars_merged_summary()", "summary", "variables", "single", "derive_vars_joined()", "selection", "variables", "single", "derive_vars_merged()", "selection", "variables", "single", + "derive_vars_extreme_event()", "selection", "variables", "multiple", + "derive_vars_computed()", "computation", "variables", "single", "derive_extreme_event()", "selection", "records", "multiple", "derive_extreme_records()", "selection", "records", "single", "derive_param_computed()", "computation", "records", "single", @@ -399,6 +401,54 @@ However, the "joined" functions require much more resources (time and memory), hence it is recommended to use them only if it is really required, i.e., the condition for selecting records depends on variables from _both_ datasets. +### Sort Order {#sort_order} + +The `{admiral}` functions use `dplyr::arrange()` for sorting, i.e., `NA`s are +always sorted to the end (regardless whether `desc()` is used or not). + +Consider for example the following derivation of a last visit flag. The record +with `AVISITN == NA` is flagged because `NA` is sorted to the end. +```{r} +advs <- tribble( + ~USUBJID, ~PARAMCD, ~AVISITN, ~AVAL, + "1", "WEIGHT", NA, 62.1, + "1", "WEIGHT", 1, 62.3, + "1", "WEIGHT", 2, 62.5, + "1", "WEIGHT", 3, 62.4 +) + +derive_var_extreme_flag( + advs, + by_vars = exprs(USUBJID, PARAMCD), + order = exprs(AVISITN), + mode = "last", + new_var = LSTVISFL +) +``` +The `order` argument accepts expressions. This allows to specify how `NA`s +should be handled. For example, the following sorts the `NA` to the start. Thus +the `AVISITN == 3` record is flagged. +```{r} +derive_var_extreme_flag( + advs, + by_vars = exprs(USUBJID, PARAMCD), + order = exprs(if_else(is.na(AVISITN), -Inf, AVISITN)), + mode = "last", + new_var = LSTVISFL +) +``` +The same can achieved with the following, which also works for character +variables. +```{r} +derive_var_extreme_flag( + advs, + by_vars = exprs(USUBJID, PARAMCD), + order = exprs(!is.na(AVISITN), AVISITN), + mode = "last", + new_var = LSTVISFL +) +``` + ### New Values How the (new) variables are set depends on whether variables, a flag, or records From a6959a49d79f5f17d145a8315582fe2f3906a026 Mon Sep 17 00:00:00 2001 From: bms63 Date: Thu, 30 Nov 2023 13:16:11 +0000 Subject: [PATCH 56/98] [skip actions] Bump version to 0.12.3.9019 --- DESCRIPTION | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/DESCRIPTION b/DESCRIPTION index d0c62b0580..14dc3c7b1d 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,7 +1,7 @@ Type: Package Package: admiral Title: ADaM in R Asset Library -Version: 0.12.3.9018 +Version: 0.12.3.9019 Authors@R: c( person("Ben", "Straub", , "ben.x.straub@gsk.com", role = c("aut", "cre")), person("Stefan", "Bundfuss", role = "aut"), From e1d0678b07e6830341bdadd1f93ce0959c23ca49 Mon Sep 17 00:00:00 2001 From: Edoardo Mancini <53403957+manciniedoardo@users.noreply.github.com> Date: Thu, 30 Nov 2023 14:01:38 +0000 Subject: [PATCH 57/98] Closes #2218 Added `DTHCAUS`, `DTHCGR1` to ADSL template and vignette (#2243) * Added `DTHCAUS`, `DTHCGR1` to ADSL template and vignette * #2218 chore: styler * #2218 remove "Templates" section and move news item to "Various" * #2218 changed death cause and traceability variables derivation * #2218 improved Death Date dataset vignette --------- Co-authored-by: Ben Straub --- NEWS.md | 4 ++++ inst/templates/ad_adsl.R | 51 +++++++++++++++++++++++++++++++++++++++- vignettes/adsl.Rmd | 14 ++++++++++- 3 files changed, 67 insertions(+), 2 deletions(-) diff --git a/NEWS.md b/NEWS.md index 886fcc16ee..b08ae42ebb 100644 --- a/NEWS.md +++ b/NEWS.md @@ -171,6 +171,8 @@ Reference tab. (#2174) - The meaning of `date_imputation = "mid"` was clarified in the documentation of the imputation functions, e.g., `derive_vars_dtm()`. (#2222) +- Added an example derivation of `DTHCGR1` to the ADSL vignette. (#2218) + - Moved Development Process from `admiraldev` to Contribution Model in the `admiral` website, updated GitHub strategy. (#2196) @@ -186,6 +188,8 @@ for all functions. (#2230, #2257) - Website now has button/links to Slack channel and GitHub Issues (#2127) +- Added example derivations of `DTHCAUS` and `DTHCGR1` to the ADSL template. (#2218) + - Cheat Sheet now added to website front page (#2130) # admiral 0.12.3 diff --git a/inst/templates/ad_adsl.R b/inst/templates/ad_adsl.R index 820a603a91..93e80d82b7 100644 --- a/inst/templates/ad_adsl.R +++ b/inst/templates/ad_adsl.R @@ -94,6 +94,27 @@ ex_ext <- ex %>% time_imputation = "last" ) +# Source objects ---- + +# Death cause sources +src_ae <- dthcaus_source( + dataset_name = "ae", + filter = AEOUT == "FATAL", + date = convert_dtc_to_dtm(AESTDTC, highest_imputation = "M"), + mode = "first", + dthcaus = AEDECOD, + set_values_to = exprs(DTHDOM = "AE", DTHSEQ = AESEQ) +) + +src_ds <- dthcaus_source( + dataset_name = "ds", + filter = DSDECOD == "DEATH" & grepl("DEATH DUE TO", DSTERM), + date = DSSTDT, + mode = "first", + dthcaus = DSTERM, + set_values_to = exprs(DTHDOM = "DS", DTHSEQ = DSSEQ) +) + adsl <- dm %>% ## derive treatment variables (TRT01P, TRT01A) ---- # See also the "Visit and Period Variables" vignette @@ -189,7 +210,35 @@ adsl <- adsl %>% start_date = TRTEDT, end_date = DTHDT, add_one = FALSE - ) + ) %>% + # Cause of Death and Traceability Variables + derive_vars_extreme_event( + by_vars = exprs(STUDYID, USUBJID), + events = list( + event( + dataset_name = "ae", + condition = AEOUT == "FATAL", + set_values_to = exprs(DTHCAUS = AEDECOD, DTHDOM = DOMAIN), + ), + event( + dataset_name = "ds", + condition = DSDECOD == "DEATH" & grepl("DEATH DUE TO", DSTERM), + set_values_to = exprs(DTHCAUS = DSTERM, DTHDOM = DOMAIN), + ) + ), + source_datasets = list(ae = ae, ds = ds), + tmp_event_nr_var = event_nr, + order = exprs(event_nr), + mode = "first", + new_vars = exprs(DTHCAUS = DTHCAUS, DTHDOM = DTHDOM) + ) %>% + # Death Cause Category + mutate(DTHCGR1 = case_when( + is.na(DTHDOM) ~ NA_character_, + DTHDOM == "AE" ~ "ADVERSE EVENT", + str_detect(DTHCAUS, "(PROGRESSIVE DISEASE|DISEASE RELAPSE)") ~ "PROGRESSIVE DISEASE", + TRUE ~ "OTHER" + )) ## Last known alive date ---- ## DTC variables are converted to numeric dates imputing missing day and month diff --git a/vignettes/adsl.Rmd b/vignettes/adsl.Rmd index 1345f38311..edecb1f89e 100644 --- a/vignettes/adsl.Rmd +++ b/vignettes/adsl.Rmd @@ -390,7 +390,7 @@ adsl <- adsl %>% ``` ```{r, eval=TRUE, echo=FALSE} -dataset_vignette(adsl, display_vars = exprs(USUBJID, TRTEDT, DTHDTC, DTHDT, DTHFL)) +dataset_vignette(adsl %>% filter(!is.na(DTHDT) | row_number() %% 50 == 0), display_vars = exprs(USUBJID, TRTEDT, DTHDTC, DTHDT, DTHFL)) ``` This call would return the input dataset with the columns `DTHDT` added and, by @@ -497,6 +497,18 @@ dataset_vignette( ) ``` +Following the derivation of `DTHCAUS` and related traceability variables, it is then possible to derive grouping variables such as death categories (`DTHCGRx`) using standard tidyverse code. + +```{r eval=TRUE} +adsl <- adsl %>% + mutate(DTHCGR1 = case_when( + is.na(DTHDOM) ~ NA_character_, + DTHDOM == "AE" ~ "ADVERSE EVENT", + str_detect(DTHCAUS, "(PROGRESSIVE DISEASE|DISEASE RELAPSE)") ~ "PROGRESSIVE DISEASE", + TRUE ~ "OTHER" + )) +``` + ### Duration Relative to Death {#death_other} The function `derive_vars_duration()` can be used to derive duration relative to death like the Relative From a5bc66463eb834b25d0e586fde9de4ee33adc466 Mon Sep 17 00:00:00 2001 From: bms63 Date: Thu, 30 Nov 2023 14:02:34 +0000 Subject: [PATCH 58/98] [skip actions] Bump version to 0.12.3.9020 --- DESCRIPTION | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/DESCRIPTION b/DESCRIPTION index 14dc3c7b1d..117fb6e070 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,7 +1,7 @@ Type: Package Package: admiral Title: ADaM in R Asset Library -Version: 0.12.3.9019 +Version: 0.12.3.9020 Authors@R: c( person("Ben", "Straub", , "ben.x.straub@gsk.com", role = c("aut", "cre")), person("Stefan", "Bundfuss", role = "aut"), From 8bde6009acfb4276c57c29d19d39000df48a1968 Mon Sep 17 00:00:00 2001 From: Daniel Sjoberg Date: Thu, 30 Nov 2023 10:48:59 -0800 Subject: [PATCH 59/98] Update admiraldiscovery link (#2266) * Update _pkgdown.yml * Update _pkgdown.yml --- _pkgdown.yml | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/_pkgdown.yml b/_pkgdown.yml index f7ed357837..8aaf0a44d1 100644 --- a/_pkgdown.yml +++ b/_pkgdown.yml @@ -144,10 +144,10 @@ navbar: getstarted: text: Get Started menu: - - text: Getting Started + - text: Simple ADSL Walkthrough href: articles/admiral.html - - text: Admiral Discovery - href: https://pharmaverse.github.io/admiraldiscovery/articles/gt.html + - text: CDISC Variables mapped to admiral functions + href: https://pharmaverse.github.io/admiraldiscovery/articles/reactable.html - text: Cheatsheet href: https://github.com/pharmaverse/admiral/blob/main/inst/cheatsheet/admiral_cheatsheet.pdf reference: From 8b8308361ee82fcab014ebb505ddb90646e11bfd Mon Sep 17 00:00:00 2001 From: bms63 Date: Thu, 30 Nov 2023 18:49:48 +0000 Subject: [PATCH 60/98] [skip actions] Bump version to 0.12.3.9021 --- DESCRIPTION | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/DESCRIPTION b/DESCRIPTION index 117fb6e070..f0ca6544ac 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,7 +1,7 @@ Type: Package Package: admiral Title: ADaM in R Asset Library -Version: 0.12.3.9020 +Version: 0.12.3.9021 Authors@R: c( person("Ben", "Straub", , "ben.x.straub@gsk.com", role = c("aut", "cre")), person("Stefan", "Bundfuss", role = "aut"), From f252025486a4f479b8267241255565da03166451 Mon Sep 17 00:00:00 2001 From: Edoardo Mancini <53403957+manciniedoardo@users.noreply.github.com> Date: Thu, 30 Nov 2023 18:51:38 +0000 Subject: [PATCH 61/98] Closes #2254 - README updates for 1.0 (#2258) * #2254 added missing punctuation in the README * #2254 Added Sukalpo Saha and Romain Francois as contributors, Daniel Sjoberg as author, upgraded G Gayatri to author. * #2254 added some available presentations and corrected typo * #2254 - added 2024 release schedule, added references to recent conferences, fixed missing full stops in README, regenerated cheatsheet due to misaligned background * #2254 chore: spelling * #2254: removed erroneous full stop, archived older presentation in a new presentation archive article * #2254 fix broken link * #2218 moved presentation archive vignette to admiraldiscovery --- DESCRIPTION | 3 +- README.md | 60 ++++++++++++------------ inst/WORDLIST | 7 +++ inst/cheatsheet/admiral_cheatsheet.pdf | Bin 307283 -> 307331 bytes inst/cheatsheet/admiral_cheatsheet.pptx | Bin 659865 -> 660124 bytes inst/cheatsheet/cheatsheet_image.png | Bin 547070 -> 544895 bytes man/admiral-package.Rd | 3 +- 7 files changed, 42 insertions(+), 31 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index f0ca6544ac..cadadd3f71 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -8,6 +8,7 @@ Authors@R: c( person("Jeffrey", "Dickinson", role = "aut"), person("Ross", "Farrugia", role = "aut"), person("Adam", "Forys", role = "aut"), + person("G", "Gayatri", role = "aut"), person("Daphne", "Grasselly", role = "aut"), person("Dinakar", "Kulkarni", role = "aut"), person("Edoardo", "Mancini", role = "aut"), @@ -15,10 +16,10 @@ Authors@R: c( person("Gordon", "Miller", role = "aut"), person("Sophie", "Shapcott", role = "aut"), person("Eric", "Simms", role = "aut"), + person("Daniel", "Sjoberg", role = "aut"), person("Stefan", "Thoma", role = "aut"), person("Kangjie", "Zhang", role = "aut"), person("Zelos", "Zhu", role = "aut"), - person("G", "Gayatri", role = "ctb"), person("Thomas", "Neitmann", role = "ctb"), person("F. Hoffmann-La Roche AG", role = c("cph", "fnd")), person("GlaxoSmithKline LLC", role = c("cph", "fnd")) diff --git a/README.md b/README.md index f88184030a..dce4cde7fe 100644 --- a/README.md +++ b/README.md @@ -17,13 +17,13 @@ to develop ADaM datasets in R. ## Installation -The package is available from CRAN and can be installed with +The package is available from CRAN and can be installed with: ```r install.packages("admiral") ``` -To install the development version of the package from GitHub run +To install the development version of the package from GitHub run: ```r # install.packages("devtools") @@ -46,9 +46,18 @@ Phases: | Release Schedule | Phase 1- Date and Packages | Phase 2- Date and Packages | | ---------------- | ------------------------------------------------------------------------ | -------------------------------------------------------------------- | | Q4-2023 | December 4th | December 11th | -| | [{pharmaversesdtm}](https://pharmaverse.github.io/pharmaversesdtm/main/) | [{admiralonco}](https://pharmaverse.github.io/admiralonco/) | -| | [{admiraldev}](https://pharmaverse.github.io/admiraldev/) | [{admiralophtha}](https://pharmaverse.github.io/admiralophtha/) | -| | [{admiral}](https://pharmaverse.github.io/admiral/) | | +| | [{pharmaversesdtm}](https://pharmaverse.github.io/pharmaversesdtm/main/) | [{admiralonco}](https://pharmaverse.github.io/admiralonco/) | +| | [{admiraldev}](https://pharmaverse.github.io/admiraldev/) | [{admiralophtha}](https://pharmaverse.github.io/admiralophtha/) | +| | [{admiral}](https://pharmaverse.github.io/admiral/) | | +| Q1-2024 | | [{admiralvaccine}](https://pharmaverse.github.io/admiralvaccine/) | +| Q2-2024 | June 3rd | June 8th | +| | [{pharmaversesdtm}](https://pharmaverse.github.io/pharmaversesdtm/main/) | [{admiralonco}](https://pharmaverse.github.io/admiralonco/) | +| | [{admiraldev}](https://pharmaverse.github.io/admiraldev/) | [{admiralophtha}](https://pharmaverse.github.io/admiralophtha/) | +| | [{admiral}](https://pharmaverse.github.io/admiral/) | | +| Q4-2024 | December 2nd | December 9th | +| | [{pharmaversesdtm}](https://pharmaverse.github.io/pharmaversesdtm/main/) | [{admiralonco}](https://pharmaverse.github.io/admiralonco/) | +| | [{admiraldev}](https://pharmaverse.github.io/admiraldev/) | [{admiralophtha}](https://pharmaverse.github.io/admiralophtha/) | +| | [{admiral}](https://pharmaverse.github.io/admiral/) | | The `{admiral}` Q4-2023 release will officially be `{admiral}`'s version 1.0.0 release, where we commit to increased package maturity and pivot towards focusing on maintenance rather than new content. This does not mean that there will never be any new content in `{admiral}`, rather it means we will be more mindful about introducing new functionality and/or breaking changes. The release schedule in 2024 and onward will also shift to twice-yearly, rather than quarterly, so that our users have ample time to react to any new content and changes that do make it onto `{admiral}`. @@ -73,23 +82,23 @@ achievable---ADaM is endless. We will provide: * A toolbox of re-usable functions and utilities to create ADaM datasets using R scripts in a - modular manner (an "opinionated" design strategy) + modular manner (an "opinionated" design strategy). * Pharmaceutical communities and companies are encouraged to contribute to `{admiral}` following the provided programming strategy and modular approach * Functions that are comprehensively documented and tested, including example calls---these are - all listed in the [Reference section](https://pharmaverse.github.io/admiral/reference/index.html) -* Vignettes on how to create ADSL, BDS and OCCDS datasets, including example scripts -* Vignettes for ADaM dataset specific functionality (i.e. dictionary coding, date imputation, SMQs ...) + all listed in the [Reference section](https://pharmaverse.github.io/admiral/reference/index.html). +* Vignettes on how to create ADSL, BDS and OCCDS datasets, including example scripts. +* Vignettes for ADaM dataset specific functionality (i.e. dictionary coding, date imputation, SMQs ...). ## The {admiral} Family of Packages There are three types of packages in the `{admiral}` family: -* Core package---one package containing all core functions required to create ADaMs, usable by any company (i.e. general derivations, utility functions and checks for ADSL, OCCDS and BDS) +* Core package---one package containing all core functions required to create ADaMs, usable by any company (i.e. general derivations, utility functions and checks for ADSL, OCCDS and BDS). * TA (Therapeutic Area) package extensions---one package per TA with functions that are - specific to algorithms and requirements for that particular TA (e.g. [`{admiralonco}`](https://pharmaverse.github.io/admiralonco/)) + specific to algorithms and requirements for that particular TA (e.g. [`{admiralonco}`](https://pharmaverse.github.io/admiralonco/)). * Company package extensions---specific needs and plug-ins for the company, such as access to metadata - (e.g. `{admiralroche}` or `{admiralgsk}`) + (e.g. `{admiralroche}` or `{admiralgsk}`). ## Related Packages @@ -151,7 +160,7 @@ All `{admiral}` functions are easily findable. All `{admiral}` functions follow the [Programming Strategy](https://pharmaverse.github.io/admiraldev/articles/programming_strategy.html) that all our developers and contributors must follow, so that all our code has a high degree of consistency and readability. -* We mandate use of tidyverse (e.g. dplyr) over similar functionality existing in base R. +* We encourage use of tidyverse (e.g. dplyr) over similar functionality existing in base R. * For sections of code that perform the actual derivations (e.g. besides assertions or basic utilities), we try to limit nesting of too many dependencies or functions. * Modularity is a focus---we don't try to achieve too many steps in one. * All code has to be well commented. @@ -159,11 +168,11 @@ that all our developers and contributors must follow, so that all our code has a ## References and Documentation -* Please go to [Get Started](https://pharmaverse.github.io/admiral/articles/admiral.html) section to start using `{admiral}` +* Please go to [Get Started](https://pharmaverse.github.io/admiral/articles/admiral.html) section to start using `{admiral}`. * Please see the [pharmaverse YouTube channel](https://www.youtube.com/channel/UCxQFEv8HNqM01DXzdQLCy6Q) for videos related to `{admiral}`. -* Please see the [Programming Strategy](https://pharmaverse.github.io/admiraldev/articles/programming_strategy.html) to understand how functions are created -* Please see the [FAQ](https://pharmaverse.github.io/admiral/articles/faq.html) for the most frequent questions -* Please see the [Contribution Model](https://pharmaverse.github.io/admiral/articles/contribution_model.html) for how to get involved with making contributions +* Please see the [Programming Strategy](https://pharmaverse.github.io/admiraldev/articles/programming_strategy.html) to understand how functions are created. +* Please see the [FAQ](https://pharmaverse.github.io/admiral/articles/faq.html) for the most frequent questions. +* Please see the [Contribution Model](https://pharmaverse.github.io/admiral/articles/contribution_model.html) for how to get involved with making contributions. * Please see [FAQ: R and Package Versions](https://pharmaverse.github.io/admiral/articles/faq.html#why-do-we-use-a-certain-r-version-and-package-versions-for-development) for why we develop with certain R and package versions. ## Pharmaverse Blog @@ -172,25 +181,18 @@ If you are interested in R and Clinical Reporting, then visit the [pharmaverse b We are also always looking for keen `{admiral}` users to publish their own blog posts about how they use the package. If this could be you, feel free make an issue in the [GitHub repo](https://github.com/pharmaverse/blog) and get started! -## Conference Presentations +## Recent Conference Presentations -* [Cross Industry Package Development](https://www.youtube.com/watch?v=M4L1PPMu0pU) (recording from R in Pharma 2022) -* [Paving the way for clinical submissions in R](https://phuse.s3.eu-central-1.amazonaws.com/Archive/2023/SDE/EU/London/PRE_London09.pdf) (slides from PHUSE SDE in London) -* [An Overview of {admiral}](https://phuse.s3.eu-central-1.amazonaws.com/Archive/2023/SDE/US/Summit/PRE_Summit03.pdf) (slides from PHUSE SDE in Summit, NJ) -* [{admiralonco}](https://phuse.s3.eu-central-1.amazonaws.com/Archive/2023/Connect/US/Florida/REC_OS12.mp4) (recording for talk at PHUSE US Connect 2023, slides also available [here](https://phuse.s3.eu-central-1.amazonaws.com/Archive/2023/Connect/US/Florida/PRE_OS12.pdf)) -* [Programming ADNCA using R and {admiral}](https://phuse.s3.eu-central-1.amazonaws.com/Archive/2023/Connect/US/Florida/REC_OS09.mp4) (recording of presentation from PHUSE US Connect 2023) -* [Clinical Reporting in R](https://www.youtube.com/watch?v=9eod8MLF5ys\&list=PLMtxz1fUYA5AWYQHB5mZAs-yamNJ5Tm_8\&index=2) (recording of workshop at R in Pharma 2022) -* [Introducing {admiral}](https://www.youtube.com/watch?v=N7Bw8c3D5fU) (recording of talk for R in Pharma 2021) -* [Pharmaverse workshop](https://github.com/pharmaverse/pharmaverse.workshop.phuseUS2022) (slides and materials from PHUSE US Connect 2022---including `{admiral}` workshop slides from PHUSE EU Connect 2021) +For a full collection of `{admiral}` conference presentations over the years, please travel to our [Presentation Archive](https://pharmaverse.github.io/admiraldiscovery/articles/presentation_archive.html). ## Contact We use the following for support and communications between user and developer community: -* [Slack](https://app.slack.com/client/T028PB489D3/C02M8KN8269)---for informal discussions, Q\&A and building our user community. If you don't have access, use this [link](https://join.slack.com/t/pharmaverse/shared_invite/zt-yv5atkr4-Np2ytJ6W_QKz_4Olo7Jo9A) to join the pharmaverse Slack workspace -* [GitHub Issues](https://github.com/pharmaverse/admiral/issues)---for direct feedback, enhancement requests or raising bugs +* [Slack](https://app.slack.com/client/T028PB489D3/C02M8KN8269)---for informal discussions, Q\&A and building our user community. If you don't have access, use this [link](https://join.slack.com/t/pharmaverse/shared_invite/zt-yv5atkr4-Np2ytJ6W_QKz_4Olo7Jo9A) to join the pharmaverse Slack workspace. +* [GitHub Issues](https://github.com/pharmaverse/admiral/issues)---for direct feedback, enhancement requests or raising bugs. ## Acknowledgments Along with the authors and contributors, thanks to the following people for their work on the package: -Jaxon Abercrombie, Mahdi About, Teckla Akinyi, James Black, Claudia Carlucci, Bill Denney, Kamila Duniec, Alice Ehmann, Ania Golab, Alana Harris, Declan Hodges, Anthony Howard, Shimeng Huang, Samia Kabi, James Kim, John Kirkpatrick, Leena Khatri, Robin Koeger, Konstantina Koukourikou, Pavan Kumar, Pooja Kumari, Shan Lee, Wenyi Liu, Jack McGavigan, Jordanna Morrish, Syed Mubasheer, Yohann Omnes, Barbara O'Reilly, Hamza Rahal, Nick Ramirez, Tom Ratford, Tamara Senior, Sophie Shapcott, Ondrej Slama, Andrew Smith, Daniil Stefonishin, Vignesh Thanikachalam, Michael Thorpe, Annie Yang, Ojesh Upadhyay and Franciszek Walkowiak. +Jaxon Abercrombie, Mahdi About, Teckla Akinyi, James Black, Claudia Carlucci, Asha Chakma, Bill Denney, Kamila Duniec, Alice Ehmann, Romain François, Ania Golab, Alana Harris, Declan Hodges, Anthony Howard, Shimeng Huang, Samia Kabi, James Kim, John Kirkpatrick, Leena Khatri, Robin Koeger, Konstantina Koukourikou, Pavan Kumar, Pooja Kumari, Shan Lee, Wenyi Liu, Jack McGavigan, Jordanna Morrish, Syed Mubasheer, Yohann Omnes, Barbara O'Reilly, Hamza Rahal, Nick Ramirez, Tom Ratford, Sukalpo Saha, Tamara Senior, Sophie Shapcott, Ondrej Slama, Andrew Smith, Daniil Stefonishin, Vignesh Thanikachalam, Michael Thorpe, Annie Yang, Ojesh Upadhyay and Franciszek Walkowiak. diff --git a/inst/WORDLIST b/inst/WORDLIST index 2977875a0a..6787d57314 100644 --- a/inst/WORDLIST +++ b/inst/WORDLIST @@ -38,6 +38,7 @@ Alkalosis Alanine Analyte Ania +Asha Aspartate BDS BILI @@ -61,6 +62,7 @@ CTCAEV CTCAEv CVD Carlucci +Chakma Chemistries Cheatsheet Chol @@ -94,6 +96,7 @@ Fibrinogen Findability Framingham Franciszek +François Fridericia Fridericia's Fujimoto @@ -193,6 +196,8 @@ QID README Rahal Ratford +Romain +Saha SCE SCN SCOPEN @@ -216,6 +221,7 @@ Slama Stefonishin Subperiod Subperiods +Sukalpo Syed Sys TADJ @@ -313,6 +319,7 @@ mmHg mmol modularized msec +nd occds onwards parttime diff --git a/inst/cheatsheet/admiral_cheatsheet.pdf b/inst/cheatsheet/admiral_cheatsheet.pdf index d0630bdaad4ac12c1673951b16934e2caf5ea5a1..37cb301914cc5cec9ab504c9cb422a57e33f0c93 100644 GIT binary patch delta 16808 zcmZv?1ymc~+C7ZByA>$zgb+e-N^ytcF2&uo1b2txPH}H>mjXqLTX87vUi9Pl%Kd-0 z_sv>aGi%R&}F82PZmKp)e zrCmV9;@p#XRfWbB#g(l`YbgPb8v6D*nQB`kwfrRgBquv(F*|2PNVZXt&f~Dyr?tG| zaCUZfjong#=tMC2Y&&&{`CFjEo&MjiaW+-T3 z-?{Dr@#WdwspalX`*vIZV3*eOZj)hBKko~oL+$btBa*P+i^3#pm;U2UP(SHoWji+X z*KS6^YorU-EJF8bGn9x8Q8|r zzO+1znI$9=GYuzwxdt3Da&7c6Vra4py$t(rF%r8C^~5cKW{t@CGi_i{&=!)>oNCY( zk9=gtBnql@M=YS2hZe!GQQm(5?=BBU41(3qk;XGcGe(OAd&R#=Wi%2jE2FD4yZ}W< zDfASAczu~uW6ig^Ny=1YIb)CHipcJ@?fq4xC^~`y)FGc8jdUP>JBE{(3UwLOeu1~W zSq$XxYZGP3=IHd6AnH1Coc&fw0}Cn^o#rLg>YWeP(t#gjFQrduR$^xb z(w4gaWQ-p3XO^}T4~uA^Bl<%J;3^3XCxZ!uC+|Lkp{p!z2pF%Qm|(xnvRr>zg2Be8 z7gwKq9h=Ip22Nji%qLua3(nbBaeWx=JFmpC!$x^Rt#E!(i?G|W-u4`_b zAerA38hakXp7&-JO{r;GX2rEN_u~@C1@8~$4{ovM@OZOe$HFwbw1K9`_%jyYbPL_b zh}^77hc3v5gmrP6GQb&q0XSe)fg^qgPy3jPZs~abw7E6d^|AsDf*yTqNSd;BI?t@u z=n0UfMr8A@ASO1j(|h!G>bie8pej$jt$>zO_72`svAs$JX%7c2++jwu#M{nbweLt? z^E@u2Jkk2;NM}6FKsg70H{HuBOEnZoVz*!9-H#lYUlY$NZTyCA39nW9wa&syk6Fi) z(unxqsN0zPRml=S=Yad-pNqdvMhGncd+E4pSD7uDtmtb6Lac%!oY3Kk!q*#cVBtpO ztz|-{?J#ZA!C2FKS*jbDmN<^6raf!r|gLg%N*pOhKIhpj#8)o1uM7eEDb$O+HD54S?~^Hlp$$36_Q> zVInoeeP_&+8G(ZnGa8`~8AwnPE0?DMrz44Tkgh@c#~oLdTHN&*0hthECls(69)C22 zWN%E0CDqc?jb?;u3PrRz)SNYT)5}&bnY~0lgY!HP7R~9!6MPnHe7PH|J7?A_0dN!TTqLMH~{h26@_!S_B*3?O=Zk z2?Oe|*O5Z>c-!&lLqg_oQa9|~6NdD~@~7L&{Rrm+Y1c&OzTH^k9GKdoyMTvV3cp)K zP*+EeIPIRlMC=?}0_$ED+`dx$BcPJ_?3tEij=B9Zom`maW~NKvBK`gEwRJ0zpCw}- zY6J}-(2w}V5dSd6@|yKEPTheU-<-2qjQ09>J+uA$6!#)9U#Z-S_eQzi#GX!Zvi_

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zPaKcQwkYX3Md%49L^>-`#hWp5Se^NJD)lbqNO6j(uTBVr*i0sstRjuN`wuxI}V-ZUFGVKAP? ze-MTna>Y{j@3#N**o!Rw-|qcSAOAXgo6!BYq5RjFU>B@kEVf1ecWj5{GYP^pyZ;+H b$hO`}tf2}+dH Date: Thu, 30 Nov 2023 18:52:34 +0000 Subject: [PATCH 62/98] [skip actions] Bump version to 0.12.3.9022 --- DESCRIPTION | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/DESCRIPTION b/DESCRIPTION index cadadd3f71..99d7f46753 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,7 +1,7 @@ Type: Package Package: admiral Title: ADaM in R Asset Library -Version: 0.12.3.9021 +Version: 0.12.3.9022 Authors@R: c( person("Ben", "Straub", , "ben.x.straub@gsk.com", role = c("aut", "cre")), person("Stefan", "Bundfuss", role = "aut"), From b83d1ee9ded79daa6e0ad4c40712b44c0b4bbbdb Mon Sep 17 00:00:00 2001 From: Enki Wang <98389771+ynsec37@users.noreply.github.com> Date: Sat, 2 Dec 2023 00:41:44 +0800 Subject: [PATCH 63/98] Closes #2260 Update test for `derive_var_obs_number` (#2267) * Update test for derive_var_obs_number * Styler the file * removed the `L` * format code to solve the lintr error * Add related changelog for (#2226) * Add related changelog for (#2226) --- NEWS.md | 3 + tests/testthat/test-derive_var_obs_number.R | 168 ++++++++++++++++---- 2 files changed, 142 insertions(+), 29 deletions(-) diff --git a/NEWS.md b/NEWS.md index b08ae42ebb..22a60c1fb7 100644 --- a/NEWS.md +++ b/NEWS.md @@ -68,6 +68,9 @@ these functions handles any floating point issues. (#2134) - Fixed a bug in `derive_vars_period()` where the function was throwing an error whenever `dataset_ref` contained variables that were neither key variables, nor `APERIOD`, `ASPER`, `APHASEN`, nor mentioned in the `new_vars` argument. (#2231) +- Updated the unit test for `derive_var_obs_number()`. The new test checked the derivation of the default and customized `new_var`, +sorting with the the missing value and expected conditions. (#2260) + ## Breaking Changes - `derive_extreme_records()` the `dataset_add` argument is now mandatory. (#2139) diff --git a/tests/testthat/test-derive_var_obs_number.R b/tests/testthat/test-derive_var_obs_number.R index 3fe83cec22..6d1036ffe9 100644 --- a/tests/testthat/test-derive_var_obs_number.R +++ b/tests/testthat/test-derive_var_obs_number.R @@ -1,58 +1,168 @@ -test_that("first observation for each group are selected", { +## Test 1: create default new variable ASEQ ---- +test_that("derive_var_obs_number Test 1: create default new variable ASEQ", { input <- tibble::tribble( - ~USUBJID, ~AVISITN, ~AVAL, - 1, 1, 12, - 1, 3, 9, - 2, 2, 42, - 3, 3, 14, - 3, 3, 10 + ~STUDYID, ~USUBJID, ~VSTESTCD, ~VISITNUM, ~VSTPTNUM, + "TEST01", "PAT01", "DIABP", 1, 1, + "TEST01", "PAT01", "PULSE", 1, 1, + "TEST01", "PAT01", "PULSE", 1, 2, + "TEST01", "PAT01", "PULSE", 2, 1, + "TEST01", "PAT01", "PULSE", 2, 2, + "TEST01", "PAT01", "SYSBP", 1, 1, + "TEST01", "PAT01", "SYSBP", 1, 2, + "TEST01", "PAT01", "SYSBP", 2, 1, + "TEST01", "PAT02", "DIABP", 1, 1, + "TEST01", "PAT02", "DIABP", 2, 1, + "TEST01", "PAT02", "DIABP", 2, 2 ) expected_output <- tibble::tribble( - ~USUBJID, ~AVISITN, ~AVAL, - 1, 1, 12, - 2, 2, 42, - 3, 3, 10 + ~STUDYID, ~USUBJID, ~VSTESTCD, ~VISITNUM, ~VSTPTNUM, ~ASEQ, + "TEST01", "PAT01", "DIABP", 1, 1, 1L, + "TEST01", "PAT01", "PULSE", 1, 1, 1L, + "TEST01", "PAT01", "PULSE", 1, 2, 2L, + "TEST01", "PAT01", "PULSE", 2, 1, 3L, + "TEST01", "PAT01", "PULSE", 2, 2, 4L, + "TEST01", "PAT01", "SYSBP", 1, 1, 1L, + "TEST01", "PAT01", "SYSBP", 1, 2, 2L, + "TEST01", "PAT01", "SYSBP", 2, 1, 3L, + "TEST01", "PAT02", "DIABP", 1, 1, 1L, + "TEST01", "PAT02", "DIABP", 2, 1, 2L, + "TEST01", "PAT02", "DIABP", 2, 2, 3L ) - actual_output <- filter_extreme( + actual_output <- derive_var_obs_number( input, - by_vars = exprs(USUBJID), - order = exprs(AVISITN, AVAL), - mode = "first" + by_vars = exprs(USUBJID, VSTESTCD), + order = exprs(VISITNUM, VSTPTNUM) ) expect_dfs_equal( base = expected_output, compare = actual_output, - keys = "USUBJID" + keys = c("USUBJID", "VSTESTCD", "VISITNUM", "VSTPTNUM") ) }) -test_that("first observation is selected without grouping", { +## Test 2: sorting missing value is smallest ---- +test_that("derive_var_obs_number Test 2: sorting missing value is smallest", { input <- tibble::tribble( - ~USUBJID, ~AVISITN, ~AVAL, - 1, 1, 12, - 1, 3, 9, - 2, 2, 42, - 3, 3, 14, - 3, 3, 10 + ~STUDYID, ~USUBJID, ~VSTESTCD, ~VISITNUM, ~VSTPTNUM, + "TEST01", "PAT01", "DIABP", 1, 1, + "TEST01", "PAT01", "DIABP", 1, NA, + "TEST01", "PAT01", "PULSE", 1, 1, + "TEST01", "PAT01", "PULSE", 1, 2, + "TEST01", "PAT01", "PULSE", 2, 1, + "TEST01", "PAT01", "PULSE", 2, 2, + "TEST01", "PAT01", "SYSBP", 1, 1, + "TEST01", "PAT01", "SYSBP", 1, 2, + "TEST01", "PAT01", "SYSBP", 2, 1, + "TEST01", "PAT02", "DIABP", 1, 1, + "TEST01", "PAT02", "DIABP", 2, 1, + "TEST01", "PAT02", "DIABP", 2, 2 ) expected_output <- tibble::tribble( - ~USUBJID, ~AVISITN, ~AVAL, - 1, 1, 12 + ~STUDYID, ~USUBJID, ~VSTESTCD, ~VISITNUM, ~VSTPTNUM, ~ASEQ, + "TEST01", "PAT01", "DIABP", 1, NA, 1L, + "TEST01", "PAT01", "DIABP", 1, 1, 2L, + "TEST01", "PAT01", "PULSE", 1, 1, 1L, + "TEST01", "PAT01", "PULSE", 1, 2, 2L, + "TEST01", "PAT01", "PULSE", 2, 1, 3L, + "TEST01", "PAT01", "PULSE", 2, 2, 4L, + "TEST01", "PAT01", "SYSBP", 1, 1, 1L, + "TEST01", "PAT01", "SYSBP", 1, 2, 2L, + "TEST01", "PAT01", "SYSBP", 2, 1, 3L, + "TEST01", "PAT02", "DIABP", 1, 1, 1L, + "TEST01", "PAT02", "DIABP", 2, 1, 2L, + "TEST01", "PAT02", "DIABP", 2, 2, 3L ) - actual_output <- filter_extreme( + actual_output <- derive_var_obs_number( input, - order = exprs(AVISITN, AVAL), - mode = "first" + by_vars = exprs(USUBJID, VSTESTCD), + order = exprs(VISITNUM, !is.na(VSTPTNUM), VSTPTNUM) ) expect_dfs_equal( base = expected_output, compare = actual_output, - keys = "USUBJID" + keys = c("USUBJID", "VSTESTCD", "VISITNUM", "VSTPTNUM") + ) +}) + + +## Test 3: create customized new variable ASEQ1 ---- +test_that("derive_var_obs_number Test 3: create customized new variable ASEQ1", { + input <- tibble::tribble( + ~STUDYID, ~USUBJID, ~VSTESTCD, ~VISITNUM, ~VSTPTNUM, + "TEST01", "PAT01", "DIABP", 1, 1, + "TEST01", "PAT01", "PULSE", 1, 1, + "TEST01", "PAT01", "PULSE", 1, 2, + "TEST01", "PAT01", "PULSE", 2, 1, + "TEST01", "PAT01", "PULSE", 2, 2, + "TEST01", "PAT01", "SYSBP", 1, 1, + "TEST01", "PAT01", "SYSBP", 1, 2, + "TEST01", "PAT01", "SYSBP", 2, 1, + "TEST01", "PAT02", "DIABP", 1, 1, + "TEST01", "PAT02", "DIABP", 2, 1, + "TEST01", "PAT02", "DIABP", 2, 2 + ) + + expected_output <- tibble::tribble( + ~STUDYID, ~USUBJID, ~VSTESTCD, ~VISITNUM, ~VSTPTNUM, ~ASEQ1, + "TEST01", "PAT01", "DIABP", 1, 1, 1L, + "TEST01", "PAT01", "PULSE", 1, 1, 1L, + "TEST01", "PAT01", "PULSE", 1, 2, 2L, + "TEST01", "PAT01", "PULSE", 2, 1, 3L, + "TEST01", "PAT01", "PULSE", 2, 2, 4L, + "TEST01", "PAT01", "SYSBP", 1, 1, 1L, + "TEST01", "PAT01", "SYSBP", 1, 2, 2L, + "TEST01", "PAT01", "SYSBP", 2, 1, 3L, + "TEST01", "PAT02", "DIABP", 1, 1, 1L, + "TEST01", "PAT02", "DIABP", 2, 1, 2L, + "TEST01", "PAT02", "DIABP", 2, 2, 3L + ) + + actual_output <- derive_var_obs_number(input, + by_vars = exprs(USUBJID, VSTESTCD), + order = exprs(VISITNUM, VSTPTNUM), + new_var = ASEQ1 + ) + + expect_dfs_equal( + base = expected_output, + compare = actual_output, + keys = c("USUBJID", "VSTESTCD", "VISITNUM", "VSTPTNUM") + ) +}) + +## Test 4: expected condition for `check_type` ---- +test_that("derive_var_obs_number Test 4: expected condition for `check_type` ", { + input <- tibble::tribble( + ~STUDYID, ~USUBJID, ~VSTESTCD, ~VISITNUM, ~VSTPTNUM, + "TEST01", "PAT01", "DIABP", 1, 1, + "TEST01", "PAT01", "DIABP", 1, 1, + "TEST01", "PAT01", "DIABP", 2, 1, + "TEST01", "PAT01", "DIABP", 2, 2 + ) + + expect_warning( + derive_var_obs_number( + input, + by_vars = exprs(USUBJID, VSTESTCD), + order = exprs(VISITNUM, VSTPTNUM), + check_type = "warning" + ), + "duplicate records" + ) + + expect_error( + derive_var_obs_number( + input, + by_vars = exprs(USUBJID, VSTESTCD), + order = exprs(VISITNUM, VSTPTNUM), + check_type = "error" + ), + "duplicate records" ) }) From f4a26ed44a718ae64bd24d97bf25de1bfefdc646 Mon Sep 17 00:00:00 2001 From: bms63 Date: Fri, 1 Dec 2023 16:42:32 +0000 Subject: [PATCH 64/98] [skip actions] Bump version to 0.12.3.9023 --- DESCRIPTION | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/DESCRIPTION b/DESCRIPTION index 99d7f46753..fbcdad5721 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,7 +1,7 @@ Type: Package Package: admiral Title: ADaM in R Asset Library -Version: 0.12.3.9022 +Version: 0.12.3.9023 Authors@R: c( person("Ben", "Straub", , "ben.x.straub@gsk.com", role = c("aut", "cre")), person("Stefan", "Bundfuss", role = "aut"), From 0c044cabed1ce3d77fc355df56e2f749ea32d134 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Daphn=C3=A9=20Grasselly?= <56442075+dgrassellyb@users.noreply.github.com> Date: Fri, 1 Dec 2023 19:52:37 +0100 Subject: [PATCH 65/98] Workflow dispatch templates (#2269) * add vbump job * change cran status assignes * change paths * Update ad_adpc.R * add comment --------- Co-authored-by: Ben Straub --- inst/templates/ad_adae.R | 5 +++-- inst/templates/ad_adcm.R | 5 +++-- inst/templates/ad_adeg.R | 5 +++-- inst/templates/ad_adex.R | 5 +++-- inst/templates/ad_adlb.R | 5 +++-- inst/templates/ad_adlbhy.R | 5 +++-- inst/templates/ad_admh.R | 5 +++-- inst/templates/ad_adpc.R | 7 ++++--- inst/templates/ad_adpp.R | 5 +++-- inst/templates/ad_adppk.R | 5 +++-- inst/templates/ad_adsl.R | 5 +++-- inst/templates/ad_advs.R | 5 +++-- 12 files changed, 37 insertions(+), 25 deletions(-) diff --git a/inst/templates/ad_adae.R b/inst/templates/ad_adae.R index 4f286a4771..e68fcd1d4d 100644 --- a/inst/templates/ad_adae.R +++ b/inst/templates/ad_adae.R @@ -134,9 +134,10 @@ adae <- adae %>% # Save output ---- -dir <- file.path(getwd(), "tmp") +# Change to whichever directory you want to save the dataset in +dir <- tools::R_user_dir("admiral_templates_data", which = "cache") if (!file.exists(dir)) { # Create the folder - dir.create(dir) + dir.create(dir, recursive = TRUE, showWarnings = FALSE) } save(adae, file = file.path(dir, "adae.rda"), compress = "bzip2") diff --git a/inst/templates/ad_adcm.R b/inst/templates/ad_adcm.R index 310ab11b98..e80ed2032a 100644 --- a/inst/templates/ad_adcm.R +++ b/inst/templates/ad_adcm.R @@ -138,9 +138,10 @@ adcm <- adcm %>% # Save output ---- -dir <- file.path(getwd(), "tmp") +# Change to whichever directory you want to save the dataset in +dir <- tools::R_user_dir("admiral_templates_data", which = "cache") if (!file.exists(dir)) { # Create the folder - dir.create(dir) + dir.create(dir, recursive = TRUE, showWarnings = FALSE) } save(adcm, file = file.path(dir, "adcm.rda"), compress = "bzip2") diff --git a/inst/templates/ad_adeg.R b/inst/templates/ad_adeg.R index 46abfac143..617ce24244 100644 --- a/inst/templates/ad_adeg.R +++ b/inst/templates/ad_adeg.R @@ -331,9 +331,10 @@ adeg <- adeg %>% # Save output ---- -dir <- file.path(getwd(), "tmp") +# Change to whichever directory you want to save the dataset in +dir <- tools::R_user_dir("admiral_templates_data", which = "cache") if (!file.exists(dir)) { # Create the folder - dir.create(dir) + dir.create(dir, recursive = TRUE, showWarnings = FALSE) } save(adeg, file = file.path(dir, "adeg.rda"), compress = "bzip2") diff --git a/inst/templates/ad_adex.R b/inst/templates/ad_adex.R index a9b84b6e5b..1978cf5643 100644 --- a/inst/templates/ad_adex.R +++ b/inst/templates/ad_adex.R @@ -304,9 +304,10 @@ adex <- adex %>% # Save output ---- -dir <- file.path(getwd(), "tmp") +# Change to whichever directory you want to save the dataset in +dir <- tools::R_user_dir("admiral_templates_data", which = "cache") if (!file.exists(dir)) { # Create the folder - dir.create(dir) + dir.create(dir, recursive = TRUE, showWarnings = FALSE) } save(adex, file = file.path(dir, "adex.rda"), compress = "bzip2") diff --git a/inst/templates/ad_adlb.R b/inst/templates/ad_adlb.R index b412ae4491..94c7483ef5 100644 --- a/inst/templates/ad_adlb.R +++ b/inst/templates/ad_adlb.R @@ -441,9 +441,10 @@ adlb <- adlb %>% # Save output ---- -dir <- file.path(getwd(), "tmp") +# Change to whichever directory you want to save the dataset in +dir <- tools::R_user_dir("admiral_templates_data", which = "cache") if (!file.exists(dir)) { # Create the folder - dir.create(dir) + dir.create(dir, recursive = TRUE, showWarnings = FALSE) } save(adlb, file = file.path(dir, "adlb.rda"), compress = "bzip2") diff --git a/inst/templates/ad_adlbhy.R b/inst/templates/ad_adlbhy.R index f833ffec3f..c9591fe9a9 100644 --- a/inst/templates/ad_adlbhy.R +++ b/inst/templates/ad_adlbhy.R @@ -90,9 +90,10 @@ hylaw_params <- derive_param_exist_flag( adlbhy <- adlb_annotated %>% bind_rows(hylaw_params) -dir <- file.path(getwd(), "tmp") +# Change to whichever directory you want to save the dataset in +dir <- tools::R_user_dir("admiral_templates_data", which = "cache") if (!file.exists(dir)) { # Create the folder - dir.create(dir) + dir.create(dir, recursive = TRUE, showWarnings = FALSE) } save(adlbhy, file = file.path(dir, "adlbhy.rda"), compress = "bzip2") diff --git a/inst/templates/ad_admh.R b/inst/templates/ad_admh.R index 5c053f6ea6..7bf9c66bd4 100644 --- a/inst/templates/ad_admh.R +++ b/inst/templates/ad_admh.R @@ -169,9 +169,10 @@ admh <- admh %>% # Save output ---- -dir <- file.path(getwd(), "tmp") +# Change to whichever directory you want to save the dataset in +dir <- tools::R_user_dir("admiral_templates_data", which = "cache") if (!file.exists(dir)) { # Create the folder - dir.create(dir) + dir.create(dir, recursive = TRUE, showWarnings = FALSE) } save(admh, file = file.path(dir, "admh.rda"), compress = "bzip2") diff --git a/inst/templates/ad_adpc.R b/inst/templates/ad_adpc.R index bcdb11cdaa..abacb7ea4f 100644 --- a/inst/templates/ad_adpc.R +++ b/inst/templates/ad_adpc.R @@ -506,9 +506,10 @@ adpc <- adpc_baselines %>% # ... # ---- Save output ---- -dir <- file.path(getwd(), "tmp") +# Change to whichever directory you want to save the dataset in +dir <- tools::R_user_dir("admiral_templates_data", which = "cache") if (!file.exists(dir)) { # Create the folder - dir.create(dir) + dir.create(dir, recursive = TRUE, showWarnings = FALSE) } -save(adpc, file = file.path(dir, "adcp.rda"), compress = "bzip2") +save(adpc, file = file.path(dir, "adpc.rda"), compress = "bzip2") diff --git a/inst/templates/ad_adpp.R b/inst/templates/ad_adpp.R index 57dcf39930..5a1a679cc9 100644 --- a/inst/templates/ad_adpp.R +++ b/inst/templates/ad_adpp.R @@ -153,9 +153,10 @@ adpp <- adpp_avisit %>% # ... # Save output ---- -dir <- file.path(getwd(), "tmp") +# Change to whichever directory you want to save the dataset in +dir <- tools::R_user_dir("admiral_templates_data", which = "cache") if (!file.exists(dir)) { # Create the folder - dir.create(dir) + dir.create(dir, recursive = TRUE, showWarnings = FALSE) } save(adpp, file = file.path(dir, "adpp.rda"), compress = "bzip2") diff --git a/inst/templates/ad_adppk.R b/inst/templates/ad_adppk.R index 9dada3456e..9fc99b7493 100644 --- a/inst/templates/ad_adppk.R +++ b/inst/templates/ad_adppk.R @@ -463,9 +463,10 @@ adppk <- adppk_aseq %>% # ... # ---- Save output ---- -dir <- file.path(getwd(), "tmp") +# Change to whichever directory you want to save the dataset in +dir <- tools::R_user_dir("admiral_templates_data", which = "cache") if (!file.exists(dir)) { # Create the folder - dir.create(dir) + dir.create(dir, recursive = TRUE, showWarnings = FALSE) } save(adppk, file = file.path(dir, "adppk.rda"), compress = "bzip2") diff --git a/inst/templates/ad_adsl.R b/inst/templates/ad_adsl.R index 93e80d82b7..e97e9e2c66 100644 --- a/inst/templates/ad_adsl.R +++ b/inst/templates/ad_adsl.R @@ -308,9 +308,10 @@ adsl <- adsl %>% # Save output ---- -dir <- file.path(getwd(), "tmp") +# Change to whichever directory you want to save the dataset in +dir <- tools::R_user_dir("admiral_templates_data", which = "cache") if (!file.exists(dir)) { # Create the folder - dir.create(dir) + dir.create(dir, recursive = TRUE, showWarnings = FALSE) } save(adsl, file = file.path(dir, "adsl.rda"), compress = "bzip2") diff --git a/inst/templates/ad_advs.R b/inst/templates/ad_advs.R index 8cb14d7470..3c1106b4b4 100644 --- a/inst/templates/ad_advs.R +++ b/inst/templates/ad_advs.R @@ -296,9 +296,10 @@ advs <- advs %>% # Save output ---- -dir <- file.path(getwd(), "tmp") +# Change to whichever directory you want to save the dataset in +dir <- tools::R_user_dir("admiral_templates_data", which = "cache") if (!file.exists(dir)) { # Create the folder - dir.create(dir) + dir.create(dir, recursive = TRUE, showWarnings = FALSE) } save(advs, file = file.path(dir, "advs.rda"), compress = "bzip2") From 26aee0e04c8d01b53d3090c3578aab4b0119a168 Mon Sep 17 00:00:00 2001 From: bms63 Date: Fri, 1 Dec 2023 18:53:28 +0000 Subject: [PATCH 66/98] [skip actions] Bump version to 0.12.3.9024 --- DESCRIPTION | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/DESCRIPTION b/DESCRIPTION index fbcdad5721..a519e75d0c 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,7 +1,7 @@ Type: Package Package: admiral Title: ADaM in R Asset Library -Version: 0.12.3.9023 +Version: 0.12.3.9024 Authors@R: c( person("Ben", "Straub", , "ben.x.straub@gsk.com", role = c("aut", "cre")), person("Stefan", "Bundfuss", role = "aut"), From 3d14041482d53af6a2a47287e1d10bf72fb27254 Mon Sep 17 00:00:00 2001 From: Ben Straub Date: Fri, 1 Dec 2023 16:00:39 -0500 Subject: [PATCH 67/98] Closes #2220 rehab reference page (#2272) * #2220 - 8 functions no longer exported, 3 functions exported - but internally. (Full list available in issue definition. * chore: #2220 removing functions from docs, others to internal * chore: #2220 putting back some keywords/family * docs: news entry, removing see also references * fix: re-exporting chr2vars. removing reference in derive_vars_query * chore: #2220 spelling * chore: #2220 styling - don't i look good!! * fix: #2220 Note in R-CMD check * docs: #2220 a dangling roxygen comment --------- Co-authored-by: Sophie Shapcott --- NAMESPACE | 7 +- NEWS.md | 8 ++ R/admiral-package.R | 1 + R/create_query_data.R | 28 ++----- R/derive_param_tte.R | 13 +-- R/derive_vars_query.R | 13 +-- R/duplicates.R | 9 +-- R/user_utils.R | 5 +- man/admiral-package.Rd | 5 ++ man/assert_db_requirements.Rd | 49 ----------- man/assert_terms.Rd | 58 ------------- man/assert_valid_queries.Rd | 52 ------------ man/call_user_fun.Rd | 3 +- man/chr2vars.Rd | 2 +- man/derive_vars_query.Rd | 4 +- man/extend_source_datasets.Rd | 71 ---------------- man/extract_duplicate_records.Rd | 12 +-- man/extract_unit.Rd | 3 +- man/filter_date_sources.Rd | 134 ------------------------------- man/format.basket_select.Rd | 18 ++--- man/get_duplicates_dataset.Rd | 1 - man/get_many_to_one_dataset.Rd | 1 - man/get_not_mapped.Rd | 3 +- man/get_one_to_many_dataset.Rd | 1 - man/list_tte_source_objects.Rd | 10 +-- man/negate_vars.Rd | 2 +- man/params.Rd | 10 +-- man/roxygen/meta.R | 1 + man/signal_duplicate_records.Rd | 12 +-- man/validate_basket_select.Rd | 33 -------- man/validate_query.Rd | 33 -------- 31 files changed, 60 insertions(+), 542 deletions(-) delete mode 100644 man/assert_db_requirements.Rd delete mode 100644 man/assert_terms.Rd delete mode 100644 man/assert_valid_queries.Rd delete mode 100644 man/extend_source_datasets.Rd delete mode 100644 man/filter_date_sources.Rd delete mode 100644 man/validate_basket_select.Rd delete mode 100644 man/validate_query.Rd diff --git a/NAMESPACE b/NAMESPACE index 03c5e208a4..55951a671b 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -23,8 +23,6 @@ export(ae_gr5_event) export(ae_ser_event) export(ae_sev_event) export(ae_wd_event) -export(assert_terms) -export(assert_valid_queries) export(basket_select) export(call_derivation) export(call_user_fun) @@ -122,10 +120,8 @@ export(event) export(event_joined) export(event_source) export(exprs) -export(extend_source_datasets) export(extract_duplicate_records) export(extract_unit) -export(filter_date_sources) export(filter_exist) export(filter_extreme) export(filter_joined) @@ -155,8 +151,6 @@ export(set_admiral_options) export(signal_duplicate_records) export(slice_derivation) export(use_ad_template) -export(validate_basket_select) -export(validate_query) export(yn_to_numeric) import(admiraldev) importFrom(dplyr,across) @@ -272,6 +266,7 @@ importFrom(rlang,sym) importFrom(rlang,syms) importFrom(rlang,type_of) importFrom(rlang,warn) +importFrom(stats,setNames) importFrom(stringr,str_c) importFrom(stringr,str_count) importFrom(stringr,str_detect) diff --git a/NEWS.md b/NEWS.md index 22a60c1fb7..7247c867c9 100644 --- a/NEWS.md +++ b/NEWS.md @@ -157,6 +157,14 @@ order = exprs(my_order_var), ## Documentation +- The functions `assert_db_requirements()`, `assert_terms()`, `assert_valid_queries()`, + `extend_source_datasets()`, `filter_date_sources()`, `validate_basket_select()`, + `validate_query()` are no longer exported and have had documentation removed. (#2220) + +- The function `extract_duplicate_records()` has been re-classified as an `internal` + function, which means that the function still appears in our help pages but not + on our website. (#2220) + - The "Generic Functions" vignette (now "Generic Derivations") was rewritten. Now it provides a more complete overview of the generic derivations, describe the common concepts, and makes it easier to find the appropriate function. diff --git a/R/admiral-package.R b/R/admiral-package.R index 55b525bb4f..b9e0e9dd69 100644 --- a/R/admiral-package.R +++ b/R/admiral-package.R @@ -26,4 +26,5 @@ #' @importFrom tidyselect all_of any_of contains matches vars_select #' @importFrom hms as_hms #' @importFrom lifecycle deprecate_warn deprecated deprecate_stop +#' @importFrom stats setNames "_PACKAGE" diff --git a/R/create_query_data.R b/R/create_query_data.R index 8d491d4c45..5475e5d4be 100644 --- a/R/create_query_data.R +++ b/R/create_query_data.R @@ -388,11 +388,9 @@ get_terms_from_db <- function(version, #' #' @param i Index of query being checked #' -#' @keywords other_advanced -#' @family other_advanced -#' #' @return An error is issued if `version` or `fun` is null. #' +#' @noRd assert_db_requirements <- function(version, version_arg_name, fun, fun_arg_name, queries, i) { if (is.null(fun)) { msg <- @@ -588,15 +586,10 @@ query <- function(prefix, #' #' @param obj An object to be validated. #' -#' -#' @keywords other_advanced -#' @family other_advanced -#' #' @seealso [query()] #' -#' @export -#' #' @return The original object. +#' @noRd validate_query <- function(obj) { assert_s3_class(obj, "query") values <- unclass(obj) @@ -725,13 +718,8 @@ validate_query <- function(obj) { #' source_text = "object provided by the `definition` element" #' ) #' ) -#' @export -#' -#' @seealso [create_query_data()], [query()] -#' -#' @keywords other_advanced -#' @family other_advanced #' +#' @noRd assert_terms <- function(terms, expect_grpname = FALSE, expect_grpid = FALSE, @@ -846,11 +834,7 @@ basket_select <- function(name = NULL, #' #' @seealso [basket_select()] #' -#' @keywords other_advanced -#' @family other_advanced -#' -#' -#' @export +#' @noRd #' #' @return The original object. validate_basket_select <- function(obj) { @@ -892,8 +876,8 @@ validate_basket_select <- function(obj) { #' #' @seealso [basket_select()] #' -#' @keywords other_advanced -#' @family other_advanced +#' @keywords internal +#' @family internal #' #' @export #' diff --git a/R/derive_param_tte.R b/R/derive_param_tte.R index db870381d1..733290915a 100644 --- a/R/derive_param_tte.R +++ b/R/derive_param_tte.R @@ -512,11 +512,7 @@ derive_param_tte <- function(dataset = NULL, #' @return A dataset with one observation per subject as described in the #' "Details" section. #' -#' -#' @keywords other_advanced -#' @family other_advanced -#' -#' @export +#' @noRd #' #' @examples #' library(tibble) @@ -660,10 +656,6 @@ filter_date_sources <- function(sources, #' #' @return The list of extended source datasets #' -#' -#' @keywords other_advanced -#' @family other_advanced -#' #' @examples #' library(tibble) #' library(dplyr, warn.conflicts = FALSE) @@ -688,7 +680,8 @@ filter_date_sources <- function(sources, #' source_datasets = list(adsl = adsl, ae = ae), #' by_vars = exprs(AEDECOD) #' ) -#' @export +#' +#' @noRd extend_source_datasets <- function(source_datasets, by_vars) { assert_list_of(source_datasets, "data.frame") diff --git a/R/derive_vars_query.R b/R/derive_vars_query.R index c3ddc2394e..93473297ae 100644 --- a/R/derive_vars_query.R +++ b/R/derive_vars_query.R @@ -32,9 +32,7 @@ #' `GRPNAME`, `SRCVAR`, `TERMCHAR`, `TERMNUM`, and optional columns #' `GRPID`, `SCOPE`, `SCOPEN`. #' -#' The content of the dataset will be verified by [assert_valid_queries()]. -#' -#' `create_query_data()` can be used to create the dataset. +#' `create_query_data()` can be used to create the dataset. #' #' #' @return The input dataset with query variables derived. @@ -42,7 +40,7 @@ #' @family der_occds #' @keywords der_occds #' -#' @seealso [create_query_data()] [assert_valid_queries()] +#' @seealso [create_query_data()]] #' #' @export #' @@ -205,17 +203,12 @@ derive_vars_query <- function(dataset, dataset_queries) { #' #' @param queries_name Name of the queries dataset, a string. #' -#' -#' @keywords other_advanced -#' @family other_advanced -#' -#' @export -#' #' @return The function throws an error if any of the requirements not met. #' #' @examples #' data("queries") #' assert_valid_queries(queries, "queries") +#' @noRd assert_valid_queries <- function(queries, queries_name) { # check required columns assert_data_frame( diff --git a/R/duplicates.R b/R/duplicates.R index 5a0ca78896..c6382a9412 100644 --- a/R/duplicates.R +++ b/R/duplicates.R @@ -42,9 +42,8 @@ get_duplicates_dataset <- function() { #' @return A `data.frame` of duplicate records within `dataset` #' #' @export -#' @family utils_ds_chk -#' -#' @keywords utils_ds_chk +#' @family internal +#' @keywords internal #' #' @examples #' data(admiral_adsl) @@ -88,8 +87,8 @@ extract_duplicate_records <- function(dataset, by_vars) { #' @return No return value, called for side effects #' #' @export -#' @family utils_help -#' @keywords utils_help +#' @family internal +#' @keywords internal #' #' @examples #' data(admiral_adsl) diff --git a/R/user_utils.R b/R/user_utils.R index b08c25af8e..ed34dc4daa 100644 --- a/R/user_utils.R +++ b/R/user_utils.R @@ -160,12 +160,11 @@ convert_na_to_blanks.data.frame <- function(x) { # nolint #' #' @return A `list` of expressions as returned by [`exprs()`] #' -#' -#' @export -#' #' @keywords utils_quo #' @family utils_quo #' +#' @export +#' #' @examples #' chr2vars(c("USUBJID", "AVAL")) chr2vars <- function(chr) { diff --git a/man/admiral-package.Rd b/man/admiral-package.Rd index 0c21ca2dfb..26cf0fd4ca 100644 --- a/man/admiral-package.Rd +++ b/man/admiral-package.Rd @@ -18,6 +18,11 @@ Useful links: \item Report bugs at \url{https://github.com/pharmaverse/admiral/issues} } + +Other internal: +\code{\link{extract_duplicate_records}()}, +\code{\link{format.basket_select}()}, +\code{\link{signal_duplicate_records}()} } \author{ \strong{Maintainer}: Ben Straub \email{ben.x.straub@gsk.com} diff --git a/man/assert_db_requirements.Rd b/man/assert_db_requirements.Rd deleted file mode 100644 index 728d4bbd57..0000000000 --- a/man/assert_db_requirements.Rd +++ /dev/null @@ -1,49 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/create_query_data.R -\name{assert_db_requirements} -\alias{assert_db_requirements} -\title{Check required parameters for a basket} -\usage{ -assert_db_requirements( - version, - version_arg_name, - fun, - fun_arg_name, - queries, - i -) -} -\arguments{ -\item{version}{Version provided by user} - -\item{version_arg_name}{Name of the argument providing the version} - -\item{fun}{Function provided by user} - -\item{fun_arg_name}{Name of the argument providing the function} - -\item{queries}{Queries provide by user} - -\item{i}{Index of query being checked} -} -\value{ -An error is issued if \code{version} or \code{fun} is null. -} -\description{ -If a basket (SMQ, SDG, ....) are requested, the version and a function to access the -database must be provided. The function checks these requirements. -} -\seealso{ -Other Advanced Functions: -\code{\link{assert_terms}()}, -\code{\link{assert_valid_queries}()}, -\code{\link{extend_source_datasets}()}, -\code{\link{filter_date_sources}()}, -\code{\link{format.basket_select}()}, -\code{\link{list_tte_source_objects}()}, -\code{\link{params}()}, -\code{\link{validate_basket_select}()}, -\code{\link{validate_query}()} -} -\concept{other_advanced} -\keyword{other_advanced} diff --git a/man/assert_terms.Rd b/man/assert_terms.Rd deleted file mode 100644 index 3c4b6a841f..0000000000 --- a/man/assert_terms.Rd +++ /dev/null @@ -1,58 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/create_query_data.R -\name{assert_terms} -\alias{assert_terms} -\title{Asserts Requirements for Terms for Queries} -\usage{ -assert_terms(terms, expect_grpname = FALSE, expect_grpid = FALSE, source_text) -} -\arguments{ -\item{terms}{Terms provided by user} - -\item{expect_grpname}{Is the \code{GRPNAME} column expected?} - -\item{expect_grpid}{Is the \code{GRPID} column expected?} - -\item{source_text}{Text describing the source of the terms, e.g., \verb{"the data frame provided for the }definition\verb{ element"}.} -} -\value{ -An error is issued if -\itemize{ -\item \code{terms} is not a data frame, -\item \code{terms} has zero observations, -\item the \code{SRCVAR} variable is not in \code{terms}, -\item neither the \code{TERMCHAR} nor the \code{TERMNUM} variable is in \code{terms}, -\item \code{expect_grpname == TRUE} and the \code{GRPNAME} variable is not in \code{terms}, -\item \code{expect_grpid == TRUE} and the \code{GRPID} variable is not in \code{terms}, -} -} -\description{ -The function checks the requirements for terms for queries provided by the -user. The terms could have been provided directly in the query definition or -via a user provided function for accessing a SMQ or SDG database. -} -\examples{ - -try( - assert_terms( - terms = 42, - source_text = "object provided by the `definition` element" - ) -) -} -\seealso{ -\code{\link[=create_query_data]{create_query_data()}}, \code{\link[=query]{query()}} - -Other Advanced Functions: -\code{\link{assert_db_requirements}()}, -\code{\link{assert_valid_queries}()}, -\code{\link{extend_source_datasets}()}, -\code{\link{filter_date_sources}()}, -\code{\link{format.basket_select}()}, -\code{\link{list_tte_source_objects}()}, -\code{\link{params}()}, -\code{\link{validate_basket_select}()}, -\code{\link{validate_query}()} -} -\concept{other_advanced} -\keyword{other_advanced} diff --git a/man/assert_valid_queries.Rd b/man/assert_valid_queries.Rd deleted file mode 100644 index ec035eb142..0000000000 --- a/man/assert_valid_queries.Rd +++ /dev/null @@ -1,52 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/derive_vars_query.R -\name{assert_valid_queries} -\alias{assert_valid_queries} -\title{Verify if a Dataset Has the Required Format as Queries Dataset.} -\usage{ -assert_valid_queries(queries, queries_name) -} -\arguments{ -\item{queries}{A data.frame.} - -\item{queries_name}{Name of the queries dataset, a string.} -} -\value{ -The function throws an error if any of the requirements not met. -} -\description{ -Verify if a Dataset Has the Required Format as Queries Dataset. -} -\details{ -Check if the dataset has the following columns -\itemize{ -\item \code{PREFIX}, e.g., SMQ01, CQ12 -\item \code{GRPNAME}, non NA, must be unique per each \code{PREFIX} -\item \code{GRPID}, could be NA, must be unique per each \code{PREFIX} -\item \code{SCOPE}, 'BROAD', 'NARROW', or NA -\item \code{SCOPEN}, 1, 2, or NA -\item \code{SRCVAR}, e.g., \code{"AEDECOD"}, \code{"AELLT"}, \code{"AELLTCD"}, ... -\item \code{TERMCHAR}, character, could be NA only at those observations -where \code{TERMNUM} is non-NA -\item \code{TERMNUM}, integer, could be NA only at those observations -where \code{TERMCHAR} is non-NA -} -} -\examples{ -data("queries") -assert_valid_queries(queries, "queries") -} -\seealso{ -Other Advanced Functions: -\code{\link{assert_db_requirements}()}, -\code{\link{assert_terms}()}, -\code{\link{extend_source_datasets}()}, -\code{\link{filter_date_sources}()}, -\code{\link{format.basket_select}()}, -\code{\link{list_tte_source_objects}()}, -\code{\link{params}()}, -\code{\link{validate_basket_select}()}, -\code{\link{validate_query}()} -} -\concept{other_advanced} -\keyword{other_advanced} diff --git a/man/call_user_fun.Rd b/man/call_user_fun.Rd index 6e706b6630..57c02f2dfb 100644 --- a/man/call_user_fun.Rd +++ b/man/call_user_fun.Rd @@ -30,8 +30,7 @@ try(call_user_fun(compute_bmi( \seealso{ Utilities used within Derivation functions: \code{\link{extract_unit}()}, -\code{\link{get_not_mapped}()}, -\code{\link{signal_duplicate_records}()} +\code{\link{get_not_mapped}()} } \concept{utils_help} \keyword{utils_help} diff --git a/man/chr2vars.Rd b/man/chr2vars.Rd index 2ea0012315..34b81fb4f2 100644 --- a/man/chr2vars.Rd +++ b/man/chr2vars.Rd @@ -19,7 +19,7 @@ Turn a character vector into a list of expressions chr2vars(c("USUBJID", "AVAL")) } \seealso{ -Other utils_quo: +Utilities for working with quosures/list of expressions: \code{\link{negate_vars}()} } \concept{utils_quo} diff --git a/man/derive_vars_query.Rd b/man/derive_vars_query.Rd index 516586d5bf..2f5725b2f5 100644 --- a/man/derive_vars_query.Rd +++ b/man/derive_vars_query.Rd @@ -13,8 +13,6 @@ derive_vars_query(dataset, dataset_queries) \code{GRPNAME}, \code{SRCVAR}, \code{TERMCHAR}, \code{TERMNUM}, and optional columns \code{GRPID}, \code{SCOPE}, \code{SCOPEN}. -The content of the dataset will be verified by \code{\link[=assert_valid_queries]{assert_valid_queries()}}. - \code{create_query_data()} can be used to create the dataset.} } \value{ @@ -67,7 +65,7 @@ adae <- tribble( derive_vars_query(adae, queries) } \seealso{ -\code{\link[=create_query_data]{create_query_data()}} \code{\link[=assert_valid_queries]{assert_valid_queries()}} +\code{\link[=create_query_data]{create_query_data()}}] OCCDS Functions: \code{\link{derive_var_trtemfl}()}, diff --git a/man/extend_source_datasets.Rd b/man/extend_source_datasets.Rd deleted file mode 100644 index 1f7ad659bb..0000000000 --- a/man/extend_source_datasets.Rd +++ /dev/null @@ -1,71 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/derive_param_tte.R -\name{extend_source_datasets} -\alias{extend_source_datasets} -\title{Add By Groups to All Datasets if Necessary} -\usage{ -extend_source_datasets(source_datasets, by_vars) -} -\arguments{ -\item{source_datasets}{Source datasets - -A named list of datasets is expected. Each dataset must contain either all -by variables or none of the by variables.} - -\item{by_vars}{By variables} -} -\value{ -The list of extended source datasets -} -\description{ -The function ensures that the by variables are contained in all source -datasets. -} -\details{ -\enumerate{ -\item The by groups are determined as the union of the by groups occurring in -the source datasets. -\item For all source datasets which do not contain the by variables the source -dataset is replaced by the cartesian product of the source dataset and the -by groups. -} -} -\examples{ -library(tibble) -library(dplyr, warn.conflicts = FALSE) -library(lubridate) - -adsl <- tribble( - ~USUBJID, ~TRTSDT, ~EOSDT, - "01", ymd("2020-12-06"), ymd("2021-03-06"), - "02", ymd("2021-01-16"), ymd("2021-02-03") -) \%>\% - mutate(STUDYID = "AB42") - -ae <- tribble( - ~USUBJID, ~AESTDTC, ~AESEQ, ~AEDECOD, - "01", "2021-01-03T10:56", 1, "Flu", - "01", "2021-03-04", 2, "Cough", - "01", "2021", 3, "Flu" -) \%>\% - mutate(STUDYID = "AB42") - -extend_source_datasets( - source_datasets = list(adsl = adsl, ae = ae), - by_vars = exprs(AEDECOD) -) -} -\seealso{ -Other Advanced Functions: -\code{\link{assert_db_requirements}()}, -\code{\link{assert_terms}()}, -\code{\link{assert_valid_queries}()}, -\code{\link{filter_date_sources}()}, -\code{\link{format.basket_select}()}, -\code{\link{list_tte_source_objects}()}, -\code{\link{params}()}, -\code{\link{validate_basket_select}()}, -\code{\link{validate_query}()} -} -\concept{other_advanced} -\keyword{other_advanced} diff --git a/man/extract_duplicate_records.Rd b/man/extract_duplicate_records.Rd index 53907f690a..f79f5a68d5 100644 --- a/man/extract_duplicate_records.Rd +++ b/man/extract_duplicate_records.Rd @@ -29,10 +29,10 @@ adsl <- rbind(admiral_adsl[1L, ], admiral_adsl) extract_duplicate_records(adsl, exprs(USUBJID)) } \seealso{ -Utilities for Dataset Checking: -\code{\link{get_duplicates_dataset}()}, -\code{\link{get_many_to_one_dataset}()}, -\code{\link{get_one_to_many_dataset}()} +Other internal: +\code{\link{admiral}}, +\code{\link{format.basket_select}()}, +\code{\link{signal_duplicate_records}()} } -\concept{utils_ds_chk} -\keyword{utils_ds_chk} +\concept{internal} +\keyword{internal} diff --git a/man/extract_unit.Rd b/man/extract_unit.Rd index cc3f41f7d4..5ef924dd47 100644 --- a/man/extract_unit.Rd +++ b/man/extract_unit.Rd @@ -23,8 +23,7 @@ extract_unit("Diastolic Blood Pressure (mmHg)") \seealso{ Utilities used within Derivation functions: \code{\link{call_user_fun}()}, -\code{\link{get_not_mapped}()}, -\code{\link{signal_duplicate_records}()} +\code{\link{get_not_mapped}()} } \concept{utils_help} \keyword{utils_help} diff --git a/man/filter_date_sources.Rd b/man/filter_date_sources.Rd deleted file mode 100644 index 3851c7eada..0000000000 --- a/man/filter_date_sources.Rd +++ /dev/null @@ -1,134 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/derive_param_tte.R -\name{filter_date_sources} -\alias{filter_date_sources} -\title{Select the First or Last Date from Several Sources} -\usage{ -filter_date_sources( - sources, - source_datasets, - by_vars, - create_datetime = FALSE, - subject_keys, - mode -) -} -\arguments{ -\item{sources}{Sources - -A list of \code{tte_source()} objects is expected.} - -\item{source_datasets}{Source datasets - -A named list of datasets is expected. The \code{dataset_name} field of -\code{tte_source()} refers to the dataset provided in the list.} - -\item{by_vars}{By variables - -If the parameter is specified, for each by group the observations are -selected separately.} - -\item{create_datetime}{Create datetime variable? - -If set to \code{TRUE}, variables \code{ADTM} is created. Otherwise, variables \code{ADT} -is created.} - -\item{subject_keys}{Variables to uniquely identify a subject - -A list of symbols created using \code{exprs()} is expected.} - -\item{mode}{Selection mode (first or last) - -If \code{"first"} is specified, for each subject the first observation with -respect to the date is included in the output dataset. If \code{"last"} is -specified, the last observation is included in the output dataset. - -Permitted Values: \code{"first"}, \code{"last"}} -} -\value{ -A dataset with one observation per subject as described in the -"Details" section. -} -\description{ -Select for each subject the first or last observation with respect to a date -from a list of sources. -} -\details{ -The following steps are performed to create the output dataset: - -\enumerate{ \item For each source dataset the observations as specified by -the \code{filter} element are selected. Then for each patient the first or last -observation (with respect to \code{date}) is selected. - -\item The \code{ADT} variable is set to the variable specified by the -\code{date} element. If the date variable is a datetime variable, only -the datepart is copied. If the source variable is a character variable, it -is converted to a date. If the date is incomplete, it is imputed as -the first possible date. - -\item The \code{CNSR} is added and set to the value of the \code{censor} -element. - -\item The selected observations of all source datasets are combined into a -single dataset. - -\item For each patient the first or last observation (with respect to the -\code{ADT} variable) from the single dataset is selected. } -} -\examples{ -library(tibble) -library(dplyr, warn.conflicts = FALSE) -library(lubridate) - -adsl <- tribble( - ~USUBJID, ~TRTSDT, ~EOSDT, - "01", ymd("2020-12-06"), ymd("2021-03-06"), - "02", ymd("2021-01-16"), ymd("2021-02-03") -) \%>\% - mutate(STUDYID = "AB42") - -ae <- tribble( - ~USUBJID, ~AESTDTC, ~AESEQ, ~AEDECOD, - "01", "2021-01-03", 1, "Flu", - "01", "2021-03-04", 2, "Cough", - "01", "2021-01-01", 3, "Flu" -) \%>\% - mutate( - STUDYID = "AB42", - AESTDT = ymd(AESTDTC) - ) - -ttae <- event_source( - dataset_name = "ae", - date = AESTDT, - set_values_to = exprs( - EVNTDESC = "AE", - SRCDOM = "AE", - SRCVAR = "AESTDTC", - SRCSEQ = AESEQ - ) -) - -filter_date_sources( - sources = list(ttae), - source_datasets = list(adsl = adsl, ae = ae), - by_vars = exprs(AEDECOD), - create_datetime = FALSE, - subject_keys = get_admiral_option("subject_keys"), - mode = "first" -) -} -\seealso{ -Other Advanced Functions: -\code{\link{assert_db_requirements}()}, -\code{\link{assert_terms}()}, -\code{\link{assert_valid_queries}()}, -\code{\link{extend_source_datasets}()}, -\code{\link{format.basket_select}()}, -\code{\link{list_tte_source_objects}()}, -\code{\link{params}()}, -\code{\link{validate_basket_select}()}, -\code{\link{validate_query}()} -} -\concept{other_advanced} -\keyword{other_advanced} diff --git a/man/format.basket_select.Rd b/man/format.basket_select.Rd index 7b07168b6c..fa5da5dcc8 100644 --- a/man/format.basket_select.Rd +++ b/man/format.basket_select.Rd @@ -25,16 +25,10 @@ format(basket_select(id = 42, scope = "NARROW", type = "smq")) \seealso{ \code{\link[=basket_select]{basket_select()}} -Other Advanced Functions: -\code{\link{assert_db_requirements}()}, -\code{\link{assert_terms}()}, -\code{\link{assert_valid_queries}()}, -\code{\link{extend_source_datasets}()}, -\code{\link{filter_date_sources}()}, -\code{\link{list_tte_source_objects}()}, -\code{\link{params}()}, -\code{\link{validate_basket_select}()}, -\code{\link{validate_query}()} +Other internal: +\code{\link{admiral}}, +\code{\link{extract_duplicate_records}()}, +\code{\link{signal_duplicate_records}()} } -\concept{other_advanced} -\keyword{other_advanced} +\concept{internal} +\keyword{internal} diff --git a/man/get_duplicates_dataset.Rd b/man/get_duplicates_dataset.Rd index 06ddf8112f..cad6a7b71e 100644 --- a/man/get_duplicates_dataset.Rd +++ b/man/get_duplicates_dataset.Rd @@ -35,7 +35,6 @@ get_duplicates_dataset() } \seealso{ Utilities for Dataset Checking: -\code{\link{extract_duplicate_records}()}, \code{\link{get_many_to_one_dataset}()}, \code{\link{get_one_to_many_dataset}()} } diff --git a/man/get_many_to_one_dataset.Rd b/man/get_many_to_one_dataset.Rd index 8e6012d778..eee620ca1e 100644 --- a/man/get_many_to_one_dataset.Rd +++ b/man/get_many_to_one_dataset.Rd @@ -34,7 +34,6 @@ get_many_to_one_dataset() } \seealso{ Utilities for Dataset Checking: -\code{\link{extract_duplicate_records}()}, \code{\link{get_duplicates_dataset}()}, \code{\link{get_one_to_many_dataset}()} } diff --git a/man/get_not_mapped.Rd b/man/get_not_mapped.Rd index d9976a87ff..b4bdc43ee7 100644 --- a/man/get_not_mapped.Rd +++ b/man/get_not_mapped.Rd @@ -15,8 +15,7 @@ Get list of records not mapped from the lookup table. \seealso{ Utilities used within Derivation functions: \code{\link{call_user_fun}()}, -\code{\link{extract_unit}()}, -\code{\link{signal_duplicate_records}()} +\code{\link{extract_unit}()} } \concept{utils_help} \keyword{utils_help} diff --git a/man/get_one_to_many_dataset.Rd b/man/get_one_to_many_dataset.Rd index 25d52a2b39..c85f75c318 100644 --- a/man/get_one_to_many_dataset.Rd +++ b/man/get_one_to_many_dataset.Rd @@ -34,7 +34,6 @@ get_one_to_many_dataset() } \seealso{ Utilities for Dataset Checking: -\code{\link{extract_duplicate_records}()}, \code{\link{get_duplicates_dataset}()}, \code{\link{get_many_to_one_dataset}()} } diff --git a/man/list_tte_source_objects.Rd b/man/list_tte_source_objects.Rd index c454c02e22..db624766b1 100644 --- a/man/list_tte_source_objects.Rd +++ b/man/list_tte_source_objects.Rd @@ -21,15 +21,7 @@ list_tte_source_objects() } \seealso{ Other Advanced Functions: -\code{\link{assert_db_requirements}()}, -\code{\link{assert_terms}()}, -\code{\link{assert_valid_queries}()}, -\code{\link{extend_source_datasets}()}, -\code{\link{filter_date_sources}()}, -\code{\link{format.basket_select}()}, -\code{\link{params}()}, -\code{\link{validate_basket_select}()}, -\code{\link{validate_query}()} +\code{\link{params}()} } \concept{other_advanced} \keyword{other_advanced} diff --git a/man/negate_vars.Rd b/man/negate_vars.Rd index f8d7198571..379a26ec35 100644 --- a/man/negate_vars.Rd +++ b/man/negate_vars.Rd @@ -23,7 +23,7 @@ e.g., \code{select(!!!negate_vars(by_vars))} removes all by variables. negate_vars(exprs(USUBJID, STUDYID)) } \seealso{ -Other utils_quo: +Utilities for working with quosures/list of expressions: \code{\link{chr2vars}()} } \concept{utils_quo} diff --git a/man/params.Rd b/man/params.Rd index 90c0e8c27d..ba41405a43 100644 --- a/man/params.Rd +++ b/man/params.Rd @@ -100,15 +100,7 @@ call_derivation( \code{\link[=call_derivation]{call_derivation()}} Other Advanced Functions: -\code{\link{assert_db_requirements}()}, -\code{\link{assert_terms}()}, -\code{\link{assert_valid_queries}()}, -\code{\link{extend_source_datasets}()}, -\code{\link{filter_date_sources}()}, -\code{\link{format.basket_select}()}, -\code{\link{list_tte_source_objects}()}, -\code{\link{validate_basket_select}()}, -\code{\link{validate_query}()} +\code{\link{list_tte_source_objects}()} } \concept{other_advanced} \keyword{other_advanced} diff --git a/man/roxygen/meta.R b/man/roxygen/meta.R index 4991bbb088..4d5b834004 100644 --- a/man/roxygen/meta.R +++ b/man/roxygen/meta.R @@ -18,6 +18,7 @@ list( utils_examples = "Utilities used for examples and template scripts: ", utils_impute = "Utilities used for date imputation: ", utils_print = "Utilities for printing: ", + utils_quo = "Utilities for working with quosures/list of expressions: ", source_specifications = "Source Objects: ", other_advanced = "Other Advanced Functions: ", high_order_function = "Higher Order Functions: ", diff --git a/man/signal_duplicate_records.Rd b/man/signal_duplicate_records.Rd index 6ddc3f741a..eeba45a44d 100644 --- a/man/signal_duplicate_records.Rd +++ b/man/signal_duplicate_records.Rd @@ -40,10 +40,10 @@ adsl <- rbind(admiral_adsl[1L, ], admiral_adsl) signal_duplicate_records(adsl, exprs(USUBJID), cnd_type = "message") } \seealso{ -Utilities used within Derivation functions: -\code{\link{call_user_fun}()}, -\code{\link{extract_unit}()}, -\code{\link{get_not_mapped}()} +Other internal: +\code{\link{admiral}}, +\code{\link{extract_duplicate_records}()}, +\code{\link{format.basket_select}()} } -\concept{utils_help} -\keyword{utils_help} +\concept{internal} +\keyword{internal} diff --git a/man/validate_basket_select.Rd b/man/validate_basket_select.Rd deleted file mode 100644 index 9bfcddca71..0000000000 --- a/man/validate_basket_select.Rd +++ /dev/null @@ -1,33 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/create_query_data.R -\name{validate_basket_select} -\alias{validate_basket_select} -\title{Validate an object is indeed a \code{basket_select} object} -\usage{ -validate_basket_select(obj) -} -\arguments{ -\item{obj}{An object to be validated.} -} -\value{ -The original object. -} -\description{ -Validate an object is indeed a \code{basket_select} object -} -\seealso{ -\code{\link[=basket_select]{basket_select()}} - -Other Advanced Functions: -\code{\link{assert_db_requirements}()}, -\code{\link{assert_terms}()}, -\code{\link{assert_valid_queries}()}, -\code{\link{extend_source_datasets}()}, -\code{\link{filter_date_sources}()}, -\code{\link{format.basket_select}()}, -\code{\link{list_tte_source_objects}()}, -\code{\link{params}()}, -\code{\link{validate_query}()} -} -\concept{other_advanced} -\keyword{other_advanced} diff --git a/man/validate_query.Rd b/man/validate_query.Rd deleted file mode 100644 index dab7e33c9a..0000000000 --- a/man/validate_query.Rd +++ /dev/null @@ -1,33 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/create_query_data.R -\name{validate_query} -\alias{validate_query} -\title{Validate an object is indeed a \code{query} object} -\usage{ -validate_query(obj) -} -\arguments{ -\item{obj}{An object to be validated.} -} -\value{ -The original object. -} -\description{ -Validate an object is indeed a \code{query} object -} -\seealso{ -\code{\link[=query]{query()}} - -Other Advanced Functions: -\code{\link{assert_db_requirements}()}, -\code{\link{assert_terms}()}, -\code{\link{assert_valid_queries}()}, -\code{\link{extend_source_datasets}()}, -\code{\link{filter_date_sources}()}, -\code{\link{format.basket_select}()}, -\code{\link{list_tte_source_objects}()}, -\code{\link{params}()}, -\code{\link{validate_basket_select}()} -} -\concept{other_advanced} -\keyword{other_advanced} From 0921f161277b8e4767d2115b3f148be37b09956a Mon Sep 17 00:00:00 2001 From: bms63 Date: Fri, 1 Dec 2023 21:01:25 +0000 Subject: [PATCH 68/98] [skip actions] Bump version to 0.12.3.9025 --- DESCRIPTION | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/DESCRIPTION b/DESCRIPTION index a519e75d0c..8815c97038 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,7 +1,7 @@ Type: Package Package: admiral Title: ADaM in R Asset Library -Version: 0.12.3.9024 +Version: 0.12.3.9025 Authors@R: c( person("Ben", "Straub", , "ben.x.straub@gsk.com", role = c("aut", "cre")), person("Stefan", "Bundfuss", role = "aut"), From 158eb6773251bcf497763cef8c5a2fff80d71e67 Mon Sep 17 00:00:00 2001 From: StefanThoma <40463122+StefanThoma@users.noreply.github.com> Date: Fri, 1 Dec 2023 22:43:23 +0100 Subject: [PATCH 69/98] Closes #2137 unify by_vars argument description (#2250) * first few functions * first few functions * adapt description * same for constant_by_vars * same for constant_by_vars * updated news.md * updated news.md * added short description of exprs() * added tests * fix comment * remove dataset_add argument * document * Update R/derive_vars_transposed.R * Update R/derive_vars_transposed.R * fix unique * Update R/roxygen2.R Co-authored-by: Stefan Bundfuss <80953585+bundfussr@users.noreply.github.com> * add backticks * fixed roxygen2.R * Update R/derive_merged.R Co-authored-by: Zelos Zhu * fix: #2137 Apply suggestions from code review Co-authored-by: Zelos Zhu * docs: #2137 re-render --------- Co-authored-by: Stefan Bundfuss <80953585+bundfussr@users.noreply.github.com> Co-authored-by: Ben Straub Co-authored-by: Zelos Zhu --- NEWS.md | 2 ++ R/derive_adeg_params.R | 2 +- R/derive_advs_params.R | 4 ++-- R/derive_expected_records.R | 2 ++ R/derive_extreme_records.R | 2 +- R/derive_joined.R | 12 ++++-------- R/derive_locf_records.R | 2 ++ R/derive_merged.R | 12 ++++-------- R/derive_param_computed.R | 8 +++++--- R/derive_param_doseint.R | 2 +- R/derive_param_exist_flag.R | 4 ++-- R/derive_param_exposure.R | 2 +- R/derive_param_extreme_record.R | 4 +++- R/derive_param_tte.R | 6 ++++++ R/derive_param_wbc_abs.R | 2 +- R/derive_summary_records.R | 6 +++++- R/derive_var_base.R | 8 ++++++-- R/derive_var_extreme_flag.R | 3 ++- R/derive_var_joined_exist_flag.R | 6 ++++-- R/derive_var_obs_number.R | 3 ++- R/derive_var_relative_flag.R | 2 +- R/derive_vars_transposed.R | 12 +++++++++--- R/duplicates.R | 15 +++++++++++---- R/filter_exist.R | 2 +- R/filter_extreme.R | 3 ++- R/filter_joined.R | 2 ++ R/filter_relative.R | 2 +- R/get_summary_records.R | 8 +++++--- R/roxygen2.R | 24 ++++++++++++++++++++++++ man/derive_expected_records.Rd | 5 ++++- man/derive_extreme_event.Rd | 3 ++- man/derive_extreme_records.Rd | 3 ++- man/derive_locf_records.Rd | 5 ++++- man/derive_param_bmi.Rd | 6 ++++-- man/derive_param_bsa.Rd | 6 ++++-- man/derive_param_computed.Rd | 6 ++++-- man/derive_param_doseint.Rd | 3 ++- man/derive_param_exist_flag.Rd | 5 +++-- man/derive_param_exposure.Rd | 3 ++- man/derive_param_extreme_record.Rd | 7 +++++-- man/derive_param_framingham.Rd | 3 ++- man/derive_param_map.Rd | 3 ++- man/derive_param_qtc.Rd | 3 ++- man/derive_param_rr.Rd | 3 ++- man/derive_param_tte.Rd | 5 ++++- man/derive_param_wbc_abs.Rd | 3 ++- man/derive_summary_records.Rd | 9 +++++++-- man/derive_var_base.Rd | 9 +++++++-- man/derive_var_extreme_flag.Rd | 3 ++- man/derive_var_joined_exist_flag.Rd | 9 ++++++--- man/derive_var_merged_ef_msrc.Rd | 3 ++- man/derive_var_merged_exist_flag.Rd | 3 ++- man/derive_var_merged_summary.Rd | 3 ++- man/derive_var_obs_number.Rd | 3 ++- man/derive_var_relative_flag.Rd | 3 ++- man/derive_vars_atc.Rd | 7 +++++-- man/derive_vars_extreme_event.Rd | 3 ++- man/derive_vars_joined.Rd | 9 ++++++--- man/derive_vars_merged.Rd | 11 ++++++----- man/derive_vars_merged_lookup.Rd | 11 ++++++----- man/derive_vars_transposed.Rd | 7 ++++++- man/extract_duplicate_records.Rd | 8 ++++++-- man/filter_exist.Rd | 3 ++- man/filter_extreme.Rd | 3 ++- man/filter_joined.Rd | 5 ++++- man/filter_not_exist.Rd | 3 ++- man/filter_relative.Rd | 3 ++- man/get_hori_data.Rd | 5 ++++- man/get_joined_data.Rd | 9 ++++++--- man/get_summary_records.Rd | 9 ++++++--- man/signal_duplicate_records.Rd | 8 ++++++-- tests/testthat/_snaps/roxygen2.md | 14 ++++++++++++++ tests/testthat/test-roxygen2.R | 10 ++++++++++ vignettes/admiral.Rmd | 10 ++++++++++ 74 files changed, 299 insertions(+), 118 deletions(-) create mode 100644 tests/testthat/_snaps/roxygen2.md diff --git a/NEWS.md b/NEWS.md index 7247c867c9..4d4d6138ae 100644 --- a/NEWS.md +++ b/NEWS.md @@ -157,6 +157,8 @@ order = exprs(my_order_var), ## Documentation +- The documentation of the `by_vars` and `constant_by_vars` argument was improved and unified across all functions where it is used. (#2137) + - The functions `assert_db_requirements()`, `assert_terms()`, `assert_valid_queries()`, `extend_source_datasets()`, `filter_date_sources()`, `validate_basket_select()`, `validate_query()` are no longer exported and have had documentation removed. (#2220) diff --git a/R/derive_adeg_params.R b/R/derive_adeg_params.R index 5c8afc3a80..1188b948cb 100644 --- a/R/derive_adeg_params.R +++ b/R/derive_adeg_params.R @@ -20,7 +20,7 @@ #' Only variables specified in `by_vars` will be populated #' in the newly created records. #' -#' Permitted Values: list of variables +#' `r roxygen_param_by_vars()` #' #' @param method Method used to QT correction #' diff --git a/R/derive_advs_params.R b/R/derive_advs_params.R index 06e646a90a..7c95af4b86 100644 --- a/R/derive_advs_params.R +++ b/R/derive_advs_params.R @@ -277,7 +277,7 @@ compute_map <- function(diabp, sysbp, hr = NULL) { #' This will produce BSA at all visits where weight is measured. Otherwise #' it will only be calculated at visits with both height and weight collected. #' -#' *Permitted Values:* list of variables +#' `r roxygen_param_by_vars()` #' #' @inheritParams derive_param_map #' @@ -581,7 +581,7 @@ compute_bsa <- function(height = height, #' This will produce BMI at all visits where weight is measured. Otherwise #' it will only be calculated at visits with both height and weight collected. #' -#' *Permitted Values:* list of variables +#' `r roxygen_param_by_vars()` #' #' @inheritParams derive_param_map #' diff --git a/R/derive_expected_records.R b/R/derive_expected_records.R index f9aa97d887..30cc589f12 100644 --- a/R/derive_expected_records.R +++ b/R/derive_expected_records.R @@ -19,6 +19,8 @@ #' are added to the output dataset which do not have a corresponding observation #' in the input dataset. #' +#' `r roxygen_param_by_vars()` +#' #' @param set_values_to Variables to be set #' #' The specified variables are set to the specified values for the new diff --git a/R/derive_extreme_records.R b/R/derive_extreme_records.R index af507e9ab5..1f6b4f1e43 100644 --- a/R/derive_extreme_records.R +++ b/R/derive_extreme_records.R @@ -28,7 +28,7 @@ #' #' If `dataset_ref` is specified, this argument must be specified. #' -#' *Permitted Values*: list of variables created by `exprs()` +#' `r roxygen_param_by_vars()` #' #' @param filter_add Filter for additional dataset (`dataset_add`) #' diff --git a/R/derive_joined.R b/R/derive_joined.R index 3061b7ef8d..0bf3990b9c 100644 --- a/R/derive_joined.R +++ b/R/derive_joined.R @@ -16,11 +16,9 @@ #' #' @param by_vars Grouping variables #' -#' The two datasets are joined by the specified variables. Variables from the -#' additional dataset can be renamed by naming the element, i.e., `by_vars = -#' exprs( = )`. +#' The two datasets are joined by the specified variables. #' -#' *Permitted Values*: list of variables created by `exprs()` +#' `r roxygen_param_by_vars(rename = TRUE)` #' #' @param order Sort order #' @@ -559,11 +557,9 @@ derive_vars_joined <- function(dataset, #' #' @param by_vars Grouping variables #' -#' The two datasets are joined by the specified variables. Variables from the -#' additional dataset can be renamed by naming the element, i.e., `by_vars = -#' exprs( = )`. +#' The two datasets are joined by the specified variables. #' -#' *Permitted Values*: list of variables created by `exprs()` +#' `r roxygen_param_by_vars(rename = TRUE)` #' #' @param order Sort order #' diff --git a/R/derive_locf_records.R b/R/derive_locf_records.R index 26ebbec87a..b321d3cee1 100644 --- a/R/derive_locf_records.R +++ b/R/derive_locf_records.R @@ -21,6 +21,8 @@ #' in the input dataset or for which `analysis_var` is `NA` for the corresponding observation #' in the input dataset. #' +#' `r roxygen_param_by_vars()` +#' #' @param analysis_var Analysis variable. #' #' *Default*: `AVAL` diff --git a/R/derive_merged.R b/R/derive_merged.R index 4308163948..8cc52505be 100644 --- a/R/derive_merged.R +++ b/R/derive_merged.R @@ -17,13 +17,9 @@ #' @param by_vars Grouping variables #' #' The input dataset and the selected observations from the additional dataset -#' are merged by the specified by variables. The by variables must be a unique -#' key of the selected observations. Variables from the additional dataset can -#' be renamed by naming the element, i.e., `by_vars = -#' exprs( = )`, similar to -#' the dplyr joins. +#' are merged by the specified variables. #' -#' *Permitted Values*: list of variables created by `exprs()` +#' `r roxygen_param_by_vars(rename = TRUE)` #' #' @param order Sort order #' @@ -456,7 +452,7 @@ derive_vars_merged <- function(dataset, #' #' @param by_vars Grouping variables #' -#' *Permitted Values*: list of variables created by `exprs()` +#' `r roxygen_param_by_vars()` #' #' @param new_var New variable #' @@ -770,7 +766,7 @@ get_not_mapped <- function() { #' specified *variables*. Then the resulting values are merged to the input #' dataset (`dataset`) by the specified *variables*. #' -#' *Permitted Values*: list of variables created by `exprs()` +#' `r roxygen_param_by_vars()` #' #' @param new_vars New variables to add #' diff --git a/R/derive_param_computed.R b/R/derive_param_computed.R index 4a9f1b1600..9f865bcd89 100644 --- a/R/derive_param_computed.R +++ b/R/derive_param_computed.R @@ -72,7 +72,7 @@ #' dataset. Only variables specified in `by_vars` will be populated #' in the newly created records. #' -#' *Permitted Values:* list of variables +#' `r roxygen_param_by_vars()` #' #' @param constant_parameters Required constant parameter codes #' @@ -103,7 +103,7 @@ #' The constant parameters (parameters that are measured only once) are merged #' to the other parameters using the specified variables. (Refer to Example 2) #' -#' *Permitted Values:* list of variables +#' `r roxygen_param_by_vars()` #' #' @param analysis_value Definition of the analysis value #' @@ -431,7 +431,9 @@ assert_parameters_argument <- function(parameters, optional = TRUE) { #' @param dataset #' `r roxygen_param_dataset(expected_vars = c("by_vars"))` #' -#' @param by_vars By variables +#' @param by_vars Grouping variables +#' +#' `r roxygen_param_by_vars()` #' #' @param parameters List of parameter codes #' diff --git a/R/derive_param_doseint.R b/R/derive_param_doseint.R index 6a863e8891..c5e9f7bf66 100644 --- a/R/derive_param_doseint.R +++ b/R/derive_param_doseint.R @@ -21,7 +21,7 @@ #' Only variables specified in `by_vars` will be populated #' in the newly created records. #' -#' Permitted Values: list of variables +#' `r roxygen_param_by_vars()` #' #' @param tadm_code Total Doses Administered parameter code #' diff --git a/R/derive_param_exist_flag.R b/R/derive_param_exist_flag.R index 6ecad23db6..6cc898121f 100644 --- a/R/derive_param_exist_flag.R +++ b/R/derive_param_exist_flag.R @@ -81,9 +81,9 @@ #' Baseline")` is expected. The values must be symbols, character strings, #' numeric values, `NA`, or expressions. #' -#' @param by_vars Variables to uniquely identify a group +#' @param by_vars Grouping variables #' -#' A list of symbols created using `exprs()` is expected. +#' `r roxygen_param_by_vars()` #' #' @details #' 1. The additional dataset (`dataset_add`) is restricted to the observations diff --git a/R/derive_param_exposure.R b/R/derive_param_exposure.R index 8430aa7d89..37346bb257 100644 --- a/R/derive_param_exposure.R +++ b/R/derive_param_exposure.R @@ -62,7 +62,7 @@ #' dataset. Only variables specified in `by_vars` will be populated #' in the newly created records. #' -#' *Permitted Values:* list of variables +#' `r roxygen_param_by_vars()` #' #' @param set_values_to Variable-value pairs #' diff --git a/R/derive_param_extreme_record.R b/R/derive_param_extreme_record.R index cf31b829c3..42e8f57774 100644 --- a/R/derive_param_extreme_record.R +++ b/R/derive_param_extreme_record.R @@ -20,11 +20,13 @@ #' `records_source()` refers to the dataset provided in the list. The variables #' specified by the `order` and the `by_vars` arguments are expected after applying `new_vars`. #' -#' @param by_vars By variables +#' @param by_vars Grouping variables #' #' If the argument is specified, for each by group the observations are #' selected separately. #' +#' `r roxygen_param_by_vars()` +#' #' @param order Sort order #' #' If the argument is set to a non-null value, for each by group the first or diff --git a/R/derive_param_tte.R b/R/derive_param_tte.R index 733290915a..2c1c325015 100644 --- a/R/derive_param_tte.R +++ b/R/derive_param_tte.R @@ -26,6 +26,8 @@ #' #' The by variables are not included in the output dataset. #' +#' `r roxygen_param_by_vars()` +#' #' @param start_date Time to event origin date #' #' The variable `STARTDT` is set to the specified date. The value is taken @@ -471,6 +473,8 @@ derive_param_tte <- function(dataset = NULL, #' If the parameter is specified, for each by group the observations are #' selected separately. #' +#' `r roxygen_param_by_vars()` +#' #' @param create_datetime Create datetime variable? #' #' If set to `TRUE`, variables `ADTM` is created. Otherwise, variables `ADT` @@ -653,6 +657,8 @@ filter_date_sources <- function(sources, #' #' @param by_vars By variables #' +#' `r roxygen_param_by_vars()` +#' #' #' @return The list of extended source datasets #' diff --git a/R/derive_param_wbc_abs.R b/R/derive_param_wbc_abs.R index 5dc7a1e79d..30086f46d4 100644 --- a/R/derive_param_wbc_abs.R +++ b/R/derive_param_wbc_abs.R @@ -35,7 +35,7 @@ #' #' @param by_vars Grouping variables #' -#' Permitted Values: list of variables +#' `r roxygen_param_by_vars()` #' #' @param wbc_code White Blood Cell (WBC) parameter #' diff --git a/R/derive_summary_records.R b/R/derive_summary_records.R index 77e8a7d8a9..ec3784d5a0 100644 --- a/R/derive_summary_records.R +++ b/R/derive_summary_records.R @@ -25,10 +25,14 @@ #' observation of the specified dataset a new observation is added to the #' input dataset. #' -#' @param by_vars Variables to consider for generation of groupwise summary +#' @param by_vars Grouping variables +#' +#' Variables to consider for generation of groupwise summary #' records. Providing the names of variables in [exprs()] will create a #' groupwise summary and generate summary records for the specified groups. #' +#' `r roxygen_param_by_vars()` +#' #' @param filter #' #' `r lifecycle::badge("deprecated")` Please use `filter_add` instead. diff --git a/R/derive_var_base.R b/R/derive_var_base.R index af60e1d676..2a3400d26c 100644 --- a/R/derive_var_base.R +++ b/R/derive_var_base.R @@ -6,8 +6,12 @@ #' #' @param dataset `r roxygen_param_dataset(expected_vars = c("by_vars", "source_var"))` #' -#' @param by_vars Grouping variables uniquely identifying a set -#' of records for which to calculate `new_var` +#' @param by_vars Grouping variables +#' +#' Grouping variables uniquely identifying a set +#' of records for which to calculate `new_var`. +#' +#' `r roxygen_param_by_vars()` #' #' @param source_var The column from which to extract the baseline value, e.g. `AVAL` #' diff --git a/R/derive_var_extreme_flag.R b/R/derive_var_extreme_flag.R index e289623bf3..29f4c9f28a 100644 --- a/R/derive_var_extreme_flag.R +++ b/R/derive_var_extreme_flag.R @@ -48,7 +48,8 @@ #' #' @param by_vars Grouping variables #' -#' Permitted Values: list of variables +#' `r roxygen_param_by_vars()` +#' #' #' @param check_type Check uniqueness? #' diff --git a/R/derive_var_joined_exist_flag.R b/R/derive_var_joined_exist_flag.R index fd90939457..d44744ed87 100644 --- a/R/derive_var_joined_exist_flag.R +++ b/R/derive_var_joined_exist_flag.R @@ -18,11 +18,13 @@ #' The variables specified for `by_vars`, `join_vars`, and `order` are #' expected. #' -#' @param by_vars By variables +#' @param by_vars Grouping variables #' -#' The specified variables are used as by variables for joining the input +#' The specified variables are used for joining the input #' dataset (`dataset`) with the additional dataset (`dataset_add`). #' +#' `r roxygen_param_by_vars()` +#' #' @param order Order #' #' The observations are ordered by the specified order. diff --git a/R/derive_var_obs_number.R b/R/derive_var_obs_number.R index 04056ae539..cd1e4dd09e 100644 --- a/R/derive_var_obs_number.R +++ b/R/derive_var_obs_number.R @@ -7,7 +7,8 @@ #' #' @param by_vars Grouping variables #' -#' Permitted Values: list of variables +#' `r roxygen_param_by_vars()` +#' #' #' @param order Sort order #' diff --git a/R/derive_var_relative_flag.R b/R/derive_var_relative_flag.R index a42bdba384..20fe6377e9 100644 --- a/R/derive_var_relative_flag.R +++ b/R/derive_var_relative_flag.R @@ -10,7 +10,7 @@ #' #' @param by_vars Grouping variables #' -#' *Permitted Values:* list of variables created by `exprs()` +#' `r roxygen_param_by_vars()` #' #' @param order Sort order #' diff --git a/R/derive_vars_transposed.R b/R/derive_vars_transposed.R index d91e32d2cf..799bb27145 100644 --- a/R/derive_vars_transposed.R +++ b/R/derive_vars_transposed.R @@ -10,7 +10,11 @@ #' The variables specified by the `by_vars`, `key_var` and `value_var` parameters #' are expected #' -#' @param by_vars Keys used to merge `dataset_merge` with `dataset` +#' @param by_vars Grouping variables +#' +#' Keys used to merge `dataset_merge` with `dataset`. +#' +#' `r roxygen_param_by_vars()` #' #' @param key_var The variable of `dataset_merge` containing the names of the #' transposed variables @@ -109,9 +113,11 @@ derive_vars_transposed <- function(dataset, #' The variables specified by the `by_vars` and `value_var` parameters, #' `FAGRPID` and `FATESTCD` are required #' -#' @param by_vars Keys used to merge `dataset_facm` with `dataset` +#' @param by_vars Grouping variables +#' +#' Keys used to merge `dataset_facm` with `dataset`. #' -#' *Permitted Values:* list of variables +#' `r roxygen_param_by_vars()` #' #' @param value_var The variable of `dataset_facm` containing the values of the #' transposed variables diff --git a/R/duplicates.R b/R/duplicates.R index c6382a9412..4995be9315 100644 --- a/R/duplicates.R +++ b/R/duplicates.R @@ -36,8 +36,11 @@ get_duplicates_dataset <- function() { #' Extract Duplicate Records #' #' @param dataset `r roxygen_param_dataset(expected_vars = c("by_vars"))` -#' @param by_vars A list of expressions created using `exprs()` identifying -#' groups of records in which to look for duplicates +#' @param by_vars Grouping variables +#' +#' Defines groups of records in which to look for duplicates. +#' +#' `r roxygen_param_by_vars()` #' #' @return A `data.frame` of duplicate records within `dataset` #' @@ -78,8 +81,12 @@ extract_duplicate_records <- function(dataset, by_vars) { #' Signal Duplicate Records #' #' @param dataset `r roxygen_param_dataset(expected_vars = c("by_vars"))` -#' @param by_vars A list of expressions created using `exprs()` identifying -#' groups of records in which to look for duplicates +#' @param by_vars Grouping variables +#' +#' Defines groups of records in which to look for duplicates. +#' +#' `r roxygen_param_by_vars()` +#' #' @param msg The condition message #' @param cnd_type Type of condition to signal when detecting duplicate records. #' One of `"message"`, `"warning"` or `"error"`. Default is `"error"`. diff --git a/R/filter_exist.R b/R/filter_exist.R index 17de6f306e..dfa50d331c 100644 --- a/R/filter_exist.R +++ b/R/filter_exist.R @@ -17,7 +17,7 @@ #' #' @param by_vars Grouping variables #' -#' A list of variable names specified within `exprs()` is expected. +#' `r roxygen_param_by_vars()` #' #' @param filter_add Filter for the source dataset #' diff --git a/R/filter_extreme.R b/R/filter_extreme.R index c08a60646e..63bf63838d 100644 --- a/R/filter_extreme.R +++ b/R/filter_extreme.R @@ -8,7 +8,8 @@ #' #' *Default*: `NULL` #' -#' *Permitted Values:* list of variables created by `exprs()` +#' `r roxygen_param_by_vars()` +#' #' #' @param order Sort order #' diff --git a/R/filter_joined.R b/R/filter_joined.R index b91eb936f9..e73ce5ca5f 100644 --- a/R/filter_joined.R +++ b/R/filter_joined.R @@ -28,6 +28,8 @@ #' The specified variables are used as by variables for joining the input #' dataset with itself. #' +#' `r roxygen_param_by_vars()` +#' #' @param join_vars Variables to keep from joined dataset #' #' The variables needed from the other observations should be specified for diff --git a/R/filter_relative.R b/R/filter_relative.R index 4de7a2d216..f614a01f73 100644 --- a/R/filter_relative.R +++ b/R/filter_relative.R @@ -9,7 +9,7 @@ #' #' @param by_vars Grouping variables #' -#' *Permitted Values:* list of variables created by `exprs()` +#' `r roxygen_param_by_vars()` #' #' @param order Sort order #' diff --git a/R/get_summary_records.R b/R/get_summary_records.R index e859be443b..4fb2b7635b 100644 --- a/R/get_summary_records.R +++ b/R/get_summary_records.R @@ -20,9 +20,11 @@ #' @param dataset #' `r roxygen_param_dataset(expected_vars = c("by_vars", "analysis_var"))` #' -#' @param by_vars Variables to consider for generation of groupwise summary -#' records. Providing the names of variables in [exprs()] will create a -#' groupwise summary and generate summary records for the specified groups. +#' @param by_vars Grouping variables +#' +#' Variables to consider for generation of groupwise summary records. +#' +#' `r roxygen_param_by_vars()` #' #' @param filter Filter condition as logical expression to apply during #' summary calculation. By default, filtering expressions are computed within diff --git a/R/roxygen2.R b/R/roxygen2.R index 0998f7147f..d033ab8403 100644 --- a/R/roxygen2.R +++ b/R/roxygen2.R @@ -17,6 +17,30 @@ roxygen_param_dataset <- function(expected_vars = NULL) { return(dataset_text) } + +# function to properly document the by_vars argument including specifying the use of exprs(): + +roxygen_param_by_vars <- function(rename = FALSE) { + by_vars_text <- "" + + if (rename) { + by_vars_text <- paste0( + by_vars_text, + "Variables can be renamed by naming the element, i.e. \n", + "`by_vars = exprs( = )`, ", + "similar to the `dplyr` joins.\n \n" + ) + } + + by_vars_text <- paste0( + by_vars_text, + "*Permitted Values*: list of variables created by `exprs()` \n", + "e.g. `exprs(USUBJID, VISIT)`" + ) + + return(by_vars_text) +} + roxygen_order_na_handling <- function() { paste( "For handling of `NA`s in sorting variables see", diff --git a/man/derive_expected_records.Rd b/man/derive_expected_records.Rd index 5176119199..1a7c4cdb05 100644 --- a/man/derive_expected_records.Rd +++ b/man/derive_expected_records.Rd @@ -28,7 +28,10 @@ combinations of \code{PARAMCD}, \code{PARAM}, \code{AVISIT}, \code{AVISITN}, ... For each group defined by \code{by_vars} those observations from \code{dataset_ref} are added to the output dataset which do not have a corresponding observation -in the input dataset.} +in the input dataset. + +\emph{Permitted Values}: list of variables created by \code{exprs()} +e.g. \code{exprs(USUBJID, VISIT)}} \item{set_values_to}{Variables to be set diff --git a/man/derive_extreme_event.Rd b/man/derive_extreme_event.Rd index 3ebb682a6e..257d313feb 100644 --- a/man/derive_extreme_event.Rd +++ b/man/derive_extreme_event.Rd @@ -27,7 +27,8 @@ The variables specified by the \code{by_vars} and \code{order} arguments are exp \emph{Default}: \code{NULL} -\emph{Permitted Values:} list of variables created by \code{exprs()}} +\emph{Permitted Values}: list of variables created by \code{exprs()} +e.g. \code{exprs(USUBJID, VISIT)}} \item{events}{Conditions and new values defining events diff --git a/man/derive_extreme_records.Rd b/man/derive_extreme_records.Rd index 036797a98f..244f62bae8 100644 --- a/man/derive_extreme_records.Rd +++ b/man/derive_extreme_records.Rd @@ -42,7 +42,8 @@ input dataset.} If \code{dataset_ref} is specified, this argument must be specified. -\emph{Permitted Values}: list of variables created by \code{exprs()}} +\emph{Permitted Values}: list of variables created by \code{exprs()} +e.g. \code{exprs(USUBJID, VISIT)}} \item{order}{Sort order diff --git a/man/derive_locf_records.Rd b/man/derive_locf_records.Rd index 5718a2e70c..0adf23a424 100644 --- a/man/derive_locf_records.Rd +++ b/man/derive_locf_records.Rd @@ -31,7 +31,10 @@ Data frame with all the combinations of \code{PARAMCD}, \code{PARAM}, \code{AVIS For each group defined by \code{by_vars} those observations from \code{dataset_ref} are added to the output dataset which do not have a corresponding observation in the input dataset or for which \code{analysis_var} is \code{NA} for the corresponding observation -in the input dataset.} +in the input dataset. + +\emph{Permitted Values}: list of variables created by \code{exprs()} +e.g. \code{exprs(USUBJID, VISIT)}} \item{analysis_var}{Analysis variable. diff --git a/man/derive_param_bmi.Rd b/man/derive_param_bmi.Rd index 59e123b632..2b691210b1 100644 --- a/man/derive_param_bmi.Rd +++ b/man/derive_param_bmi.Rd @@ -31,7 +31,8 @@ For each group defined by \code{by_vars} an observation is added to the output dataset. Only variables specified in \code{by_vars} will be populated in the newly created records. -\emph{Permitted Values:} list of variables} +\emph{Permitted Values}: list of variables created by \code{exprs()} +e.g. \code{exprs(USUBJID, VISIT)}} \item{set_values_to}{Variables to be set @@ -81,7 +82,8 @@ use \code{constant_by_vars} to select the subject-level variable to merge on (e. This will produce BMI at all visits where weight is measured. Otherwise it will only be calculated at visits with both height and weight collected. -\emph{Permitted Values:} list of variables} +\emph{Permitted Values}: list of variables created by \code{exprs()} +e.g. \code{exprs(USUBJID, VISIT)}} } \value{ The input dataset with the new parameter added. Note, a variable will only diff --git a/man/derive_param_bsa.Rd b/man/derive_param_bsa.Rd index 6010331e6f..be6953200e 100644 --- a/man/derive_param_bsa.Rd +++ b/man/derive_param_bsa.Rd @@ -32,7 +32,8 @@ For each group defined by \code{by_vars} an observation is added to the output dataset. Only variables specified in \code{by_vars} will be populated in the newly created records. -\emph{Permitted Values:} list of variables} +\emph{Permitted Values}: list of variables created by \code{exprs()} +e.g. \code{exprs(USUBJID, VISIT)}} \item{method}{Derivation method to use. Note that \code{HEIGHT} is expected in cm and \code{WEIGHT} is expected in kg: @@ -99,7 +100,8 @@ use \code{constant_by_vars} to select the subject-level variable to merge on (e. This will produce BSA at all visits where weight is measured. Otherwise it will only be calculated at visits with both height and weight collected. -\emph{Permitted Values:} list of variables} +\emph{Permitted Values}: list of variables created by \code{exprs()} +e.g. \code{exprs(USUBJID, VISIT)}} } \value{ The input dataset with the new parameter added. Note, a variable will only diff --git a/man/derive_param_computed.Rd b/man/derive_param_computed.Rd index 273f78cce1..9c9a46f05b 100644 --- a/man/derive_param_computed.Rd +++ b/man/derive_param_computed.Rd @@ -46,7 +46,8 @@ For each group defined by \code{by_vars} an observation is added to the output dataset. Only variables specified in \code{by_vars} will be populated in the newly created records. -\emph{Permitted Values:} list of variables} +\emph{Permitted Values}: list of variables created by \code{exprs()} +e.g. \code{exprs(USUBJID, VISIT)}} \item{parameters}{Required parameter codes @@ -123,7 +124,8 @@ into account. The constant parameters (parameters that are measured only once) are merged to the other parameters using the specified variables. (Refer to Example 2) -\emph{Permitted Values:} list of variables} +\emph{Permitted Values}: list of variables created by \code{exprs()} +e.g. \code{exprs(USUBJID, VISIT)}} \item{constant_parameters}{Required constant parameter codes diff --git a/man/derive_param_doseint.Rd b/man/derive_param_doseint.Rd index 24bf6deb55..8be0e860ab 100644 --- a/man/derive_param_doseint.Rd +++ b/man/derive_param_doseint.Rd @@ -29,7 +29,8 @@ parameter) and to the parameters specified by \code{tadm_code} and \code{padm_co Only variables specified in \code{by_vars} will be populated in the newly created records. -Permitted Values: list of variables} +\emph{Permitted Values}: list of variables created by \code{exprs()} +e.g. \code{exprs(USUBJID, VISIT)}} \item{set_values_to}{Variables to be set diff --git a/man/derive_param_exist_flag.Rd b/man/derive_param_exist_flag.Rd index 8c7ec3a3ea..73db8e1d87 100644 --- a/man/derive_param_exist_flag.Rd +++ b/man/derive_param_exist_flag.Rd @@ -88,9 +88,10 @@ considered. \emph{Permitted Values}: a condition} -\item{by_vars}{Variables to uniquely identify a group +\item{by_vars}{Grouping variables -A list of symbols created using \code{exprs()} is expected.} +\emph{Permitted Values}: list of variables created by \code{exprs()} +e.g. \code{exprs(USUBJID, VISIT)}} \item{set_values_to}{Variables to set diff --git a/man/derive_param_exposure.Rd b/man/derive_param_exposure.Rd index 8f86eb6ca9..a1685e1e76 100644 --- a/man/derive_param_exposure.Rd +++ b/man/derive_param_exposure.Rd @@ -34,7 +34,8 @@ For each group defined by \code{by_vars} an observation is added to the output dataset. Only variables specified in \code{by_vars} will be populated in the newly created records. -\emph{Permitted Values:} list of variables} +\emph{Permitted Values}: list of variables created by \code{exprs()} +e.g. \code{exprs(USUBJID, VISIT)}} \item{input_code}{Required parameter code diff --git a/man/derive_param_extreme_record.Rd b/man/derive_param_extreme_record.Rd index fbd59c0669..f90a47fd27 100644 --- a/man/derive_param_extreme_record.Rd +++ b/man/derive_param_extreme_record.Rd @@ -27,10 +27,13 @@ A named list of datasets is expected. The \code{dataset_name} field of \code{records_source()} refers to the dataset provided in the list. The variables specified by the \code{order} and the \code{by_vars} arguments are expected after applying \code{new_vars}.} -\item{by_vars}{By variables +\item{by_vars}{Grouping variables If the argument is specified, for each by group the observations are -selected separately.} +selected separately. + +\emph{Permitted Values}: list of variables created by \code{exprs()} +e.g. \code{exprs(USUBJID, VISIT)}} \item{order}{Sort order diff --git a/man/derive_param_framingham.Rd b/man/derive_param_framingham.Rd index 890ebb60a7..2c1b03ea79 100644 --- a/man/derive_param_framingham.Rd +++ b/man/derive_param_framingham.Rd @@ -37,7 +37,8 @@ and \code{hdl_code}.} Only variables specified in \code{by_vars} will be populated in the newly created records. -Permitted Values: list of variables} +\emph{Permitted Values}: list of variables created by \code{exprs()} +e.g. \code{exprs(USUBJID, VISIT)}} \item{set_values_to}{Variables to be set diff --git a/man/derive_param_map.Rd b/man/derive_param_map.Rd index b16ac123e0..8799459439 100644 --- a/man/derive_param_map.Rd +++ b/man/derive_param_map.Rd @@ -32,7 +32,8 @@ For each group defined by \code{by_vars} an observation is added to the output dataset. Only variables specified in \code{by_vars} will be populated in the newly created records. -\emph{Permitted Values:} list of variables} +\emph{Permitted Values}: list of variables created by \code{exprs()} +e.g. \code{exprs(USUBJID, VISIT)}} \item{set_values_to}{Variables to be set diff --git a/man/derive_param_qtc.Rd b/man/derive_param_qtc.Rd index 11f52ae437..a29191dd30 100644 --- a/man/derive_param_qtc.Rd +++ b/man/derive_param_qtc.Rd @@ -30,7 +30,8 @@ parameter) and to the parameters specified by \code{qt_code} and \code{rr_code}. Only variables specified in \code{by_vars} will be populated in the newly created records. -Permitted Values: list of variables} +\emph{Permitted Values}: list of variables created by \code{exprs()} +e.g. \code{exprs(USUBJID, VISIT)}} \item{method}{Method used to QT correction diff --git a/man/derive_param_rr.Rd b/man/derive_param_rr.Rd index 5cba928915..d913c635d7 100644 --- a/man/derive_param_rr.Rd +++ b/man/derive_param_rr.Rd @@ -29,7 +29,8 @@ For each group defined by \code{by_vars} an observation is added to the output dataset. Only variables specified in \code{by_vars} will be populated in the newly created records. -\emph{Permitted Values:} list of variables} +\emph{Permitted Values}: list of variables created by \code{exprs()} +e.g. \code{exprs(USUBJID, VISIT)}} \item{set_values_to}{Variables to be set diff --git a/man/derive_param_tte.Rd b/man/derive_param_tte.Rd index dc17c2b7f7..7dadeae6f8 100644 --- a/man/derive_param_tte.Rd +++ b/man/derive_param_tte.Rd @@ -40,7 +40,10 @@ The by variables must be in at least one of the source datasets. Each source dataset must contain either all by variables or none of the by variables. -The by variables are not included in the output dataset.} +The by variables are not included in the output dataset. + +\emph{Permitted Values}: list of variables created by \code{exprs()} +e.g. \code{exprs(USUBJID, VISIT)}} \item{start_date}{Time to event origin date diff --git a/man/derive_param_wbc_abs.Rd b/man/derive_param_wbc_abs.Rd index 308f49fc47..d3e15c0ec8 100644 --- a/man/derive_param_wbc_abs.Rd +++ b/man/derive_param_wbc_abs.Rd @@ -26,7 +26,8 @@ the input dataset, and to the parameters specified by \code{wbc_code} and \code{ \item{by_vars}{Grouping variables -Permitted Values: list of variables} +\emph{Permitted Values}: list of variables created by \code{exprs()} +e.g. \code{exprs(USUBJID, VISIT)}} \item{set_values_to}{Variables to set diff --git a/man/derive_summary_records.Rd b/man/derive_summary_records.Rd index ae331bb51f..9d955d62d2 100644 --- a/man/derive_summary_records.Rd +++ b/man/derive_summary_records.Rd @@ -34,9 +34,14 @@ The variables specified for \code{by_vars} are expected. For each observation of the specified dataset a new observation is added to the input dataset.} -\item{by_vars}{Variables to consider for generation of groupwise summary +\item{by_vars}{Grouping variables + +Variables to consider for generation of groupwise summary records. Providing the names of variables in \code{\link[=exprs]{exprs()}} will create a -groupwise summary and generate summary records for the specified groups.} +groupwise summary and generate summary records for the specified groups. + +\emph{Permitted Values}: list of variables created by \code{exprs()} +e.g. \code{exprs(USUBJID, VISIT)}} \item{filter}{\ifelse{html}{\href{https://lifecycle.r-lib.org/articles/stages.html#deprecated}{\figure{lifecycle-deprecated.svg}{options: alt='[Deprecated]'}}}{\strong{[Deprecated]}} Please use \code{filter_add} instead. diff --git a/man/derive_var_base.Rd b/man/derive_var_base.Rd index b50f9729f0..5d5a093c47 100644 --- a/man/derive_var_base.Rd +++ b/man/derive_var_base.Rd @@ -17,8 +17,13 @@ derive_var_base( The variables specified by the \code{by_vars} and \code{source_var} arguments are expected to be in the dataset.} -\item{by_vars}{Grouping variables uniquely identifying a set -of records for which to calculate \code{new_var}} +\item{by_vars}{Grouping variables + +Grouping variables uniquely identifying a set +of records for which to calculate \code{new_var}. + +\emph{Permitted Values}: list of variables created by \code{exprs()} +e.g. \code{exprs(USUBJID, VISIT)}} \item{source_var}{The column from which to extract the baseline value, e.g. \code{AVAL}} diff --git a/man/derive_var_extreme_flag.Rd b/man/derive_var_extreme_flag.Rd index 4e4fdaeb70..08b2b19de5 100644 --- a/man/derive_var_extreme_flag.Rd +++ b/man/derive_var_extreme_flag.Rd @@ -23,7 +23,8 @@ The variables specified by the \code{by_vars} argument are expected to be in the \item{by_vars}{Grouping variables -Permitted Values: list of variables} +\emph{Permitted Values}: list of variables created by \code{exprs()} +e.g. \code{exprs(USUBJID, VISIT)}} \item{order}{Sort order diff --git a/man/derive_var_joined_exist_flag.Rd b/man/derive_var_joined_exist_flag.Rd index 5f78f46f51..fd7f0c3e52 100644 --- a/man/derive_var_joined_exist_flag.Rd +++ b/man/derive_var_joined_exist_flag.Rd @@ -34,10 +34,13 @@ The variables specified by the \code{by_vars} and \code{join_vars} arguments are The variables specified for \code{by_vars}, \code{join_vars}, and \code{order} are expected.} -\item{by_vars}{By variables +\item{by_vars}{Grouping variables -The specified variables are used as by variables for joining the input -dataset (\code{dataset}) with the additional dataset (\code{dataset_add}).} +The specified variables are used for joining the input +dataset (\code{dataset}) with the additional dataset (\code{dataset_add}). + +\emph{Permitted Values}: list of variables created by \code{exprs()} +e.g. \code{exprs(USUBJID, VISIT)}} \item{order}{Order diff --git a/man/derive_var_merged_ef_msrc.Rd b/man/derive_var_merged_ef_msrc.Rd index 9997eaf88b..e80a4b046b 100644 --- a/man/derive_var_merged_ef_msrc.Rd +++ b/man/derive_var_merged_ef_msrc.Rd @@ -22,7 +22,8 @@ The variables specified by the \code{by_vars} argument are expected to be in the \item{by_vars}{Grouping variables -\emph{Permitted Values}: list of variables created by \code{exprs()}} +\emph{Permitted Values}: list of variables created by \code{exprs()} +e.g. \code{exprs(USUBJID, VISIT)}} \item{flag_events}{Flag events diff --git a/man/derive_var_merged_exist_flag.Rd b/man/derive_var_merged_exist_flag.Rd index 17d605a944..3462ef8143 100644 --- a/man/derive_var_merged_exist_flag.Rd +++ b/man/derive_var_merged_exist_flag.Rd @@ -27,7 +27,8 @@ The variables specified by the \code{by_vars} argument are expected.} \item{by_vars}{Grouping variables -\emph{Permitted Values}: list of variables created by \code{exprs()}} +\emph{Permitted Values}: list of variables created by \code{exprs()} +e.g. \code{exprs(USUBJID, VISIT)}} \item{new_var}{New variable diff --git a/man/derive_var_merged_summary.Rd b/man/derive_var_merged_summary.Rd index 2712f32d4c..91d22b76e2 100644 --- a/man/derive_var_merged_summary.Rd +++ b/man/derive_var_merged_summary.Rd @@ -32,7 +32,8 @@ The expressions on the left hand sides of \code{new_vars} are evaluated by the specified \emph{variables}. Then the resulting values are merged to the input dataset (\code{dataset}) by the specified \emph{variables}. -\emph{Permitted Values}: list of variables created by \code{exprs()}} +\emph{Permitted Values}: list of variables created by \code{exprs()} +e.g. \code{exprs(USUBJID, VISIT)}} \item{new_vars}{New variables to add diff --git a/man/derive_var_obs_number.Rd b/man/derive_var_obs_number.Rd index 83bd8cbdfd..91866338e7 100644 --- a/man/derive_var_obs_number.Rd +++ b/man/derive_var_obs_number.Rd @@ -19,7 +19,8 @@ The variables specified by the \code{by_vars} and \code{order} arguments are exp \item{by_vars}{Grouping variables -Permitted Values: list of variables} +\emph{Permitted Values}: list of variables created by \code{exprs()} +e.g. \code{exprs(USUBJID, VISIT)}} \item{order}{Sort order diff --git a/man/derive_var_relative_flag.Rd b/man/derive_var_relative_flag.Rd index a0c39fe08d..4f31e91ffe 100644 --- a/man/derive_var_relative_flag.Rd +++ b/man/derive_var_relative_flag.Rd @@ -24,7 +24,8 @@ The variables specified by the \code{by_vars} and \code{order} arguments are exp \item{by_vars}{Grouping variables -\emph{Permitted Values:} list of variables created by \code{exprs()}} +\emph{Permitted Values}: list of variables created by \code{exprs()} +e.g. \code{exprs(USUBJID, VISIT)}} \item{order}{Sort order diff --git a/man/derive_vars_atc.Rd b/man/derive_vars_atc.Rd index 1ab28d6f14..c3b0a473f1 100644 --- a/man/derive_vars_atc.Rd +++ b/man/derive_vars_atc.Rd @@ -21,9 +21,12 @@ The variables specified by the \code{by_vars} argument are expected to be in the The variables specified by the \code{by_vars} and \code{value_var} parameters, \code{FAGRPID} and \code{FATESTCD} are required} -\item{by_vars}{Keys used to merge \code{dataset_facm} with \code{dataset} +\item{by_vars}{Grouping variables -\emph{Permitted Values:} list of variables} +Keys used to merge \code{dataset_facm} with \code{dataset}. + +\emph{Permitted Values}: list of variables created by \code{exprs()} +e.g. \code{exprs(USUBJID, VISIT)}} \item{value_var}{The variable of \code{dataset_facm} containing the values of the transposed variables diff --git a/man/derive_vars_extreme_event.Rd b/man/derive_vars_extreme_event.Rd index ec4318aab8..8771298942 100644 --- a/man/derive_vars_extreme_event.Rd +++ b/man/derive_vars_extreme_event.Rd @@ -25,7 +25,8 @@ The variables specified by the \code{by_vars} and \code{order} arguments are exp \emph{Default}: \code{NULL} -\emph{Permitted Values:} list of variables created by \code{exprs()}} +\emph{Permitted Values}: list of variables created by \code{exprs()} +e.g. \code{exprs(USUBJID, VISIT)}} \item{events}{Conditions and new values defining events diff --git a/man/derive_vars_joined.Rd b/man/derive_vars_joined.Rd index 79fddf5be6..f2595212f0 100644 --- a/man/derive_vars_joined.Rd +++ b/man/derive_vars_joined.Rd @@ -38,10 +38,13 @@ and the \code{order} argument are expected.} \item{by_vars}{Grouping variables -The two datasets are joined by the specified variables. Variables from the -additional dataset can be renamed by naming the element, i.e., \verb{by_vars = exprs( = )}. +The two datasets are joined by the specified variables. -\emph{Permitted Values}: list of variables created by \code{exprs()}} +Variables can be renamed by naming the element, i.e. +\verb{by_vars = exprs( = )}, similar to the \code{dplyr} joins. + +\emph{Permitted Values}: list of variables created by \code{exprs()} +e.g. \code{exprs(USUBJID, VISIT)}} \item{order}{Sort order diff --git a/man/derive_vars_merged.Rd b/man/derive_vars_merged.Rd index 034670cc2e..89dc846408 100644 --- a/man/derive_vars_merged.Rd +++ b/man/derive_vars_merged.Rd @@ -35,12 +35,13 @@ argument are expected.} \item{by_vars}{Grouping variables The input dataset and the selected observations from the additional dataset -are merged by the specified by variables. The by variables must be a unique -key of the selected observations. Variables from the additional dataset can -be renamed by naming the element, i.e., \verb{by_vars = exprs( = )}, similar to -the dplyr joins. +are merged by the specified variables. -\emph{Permitted Values}: list of variables created by \code{exprs()}} +Variables can be renamed by naming the element, i.e. +\verb{by_vars = exprs( = )}, similar to the \code{dplyr} joins. + +\emph{Permitted Values}: list of variables created by \code{exprs()} +e.g. \code{exprs(USUBJID, VISIT)}} \item{order}{Sort order diff --git a/man/derive_vars_merged_lookup.Rd b/man/derive_vars_merged_lookup.Rd index 33aa0b5ae0..8b5958e0f2 100644 --- a/man/derive_vars_merged_lookup.Rd +++ b/man/derive_vars_merged_lookup.Rd @@ -29,12 +29,13 @@ The variables specified by the \code{by_vars} argument are expected.} \item{by_vars}{Grouping variables The input dataset and the selected observations from the additional dataset -are merged by the specified by variables. The by variables must be a unique -key of the selected observations. Variables from the additional dataset can -be renamed by naming the element, i.e., \verb{by_vars = exprs( = )}, similar to -the dplyr joins. +are merged by the specified variables. -\emph{Permitted Values}: list of variables created by \code{exprs()}} +Variables can be renamed by naming the element, i.e. +\verb{by_vars = exprs( = )}, similar to the \code{dplyr} joins. + +\emph{Permitted Values}: list of variables created by \code{exprs()} +e.g. \code{exprs(USUBJID, VISIT)}} \item{order}{Sort order diff --git a/man/derive_vars_transposed.Rd b/man/derive_vars_transposed.Rd index 86e931ea2a..90f2cdec5d 100644 --- a/man/derive_vars_transposed.Rd +++ b/man/derive_vars_transposed.Rd @@ -23,7 +23,12 @@ The variables specified by the \code{by_vars} argument are expected to be in the The variables specified by the \code{by_vars}, \code{key_var} and \code{value_var} parameters are expected} -\item{by_vars}{Keys used to merge \code{dataset_merge} with \code{dataset}} +\item{by_vars}{Grouping variables + +Keys used to merge \code{dataset_merge} with \code{dataset}. + +\emph{Permitted Values}: list of variables created by \code{exprs()} +e.g. \code{exprs(USUBJID, VISIT)}} \item{key_var}{The variable of \code{dataset_merge} containing the names of the transposed variables} diff --git a/man/extract_duplicate_records.Rd b/man/extract_duplicate_records.Rd index f79f5a68d5..184fb76205 100644 --- a/man/extract_duplicate_records.Rd +++ b/man/extract_duplicate_records.Rd @@ -11,8 +11,12 @@ extract_duplicate_records(dataset, by_vars) The variables specified by the \code{by_vars} argument are expected to be in the dataset.} -\item{by_vars}{A list of expressions created using \code{exprs()} identifying -groups of records in which to look for duplicates} +\item{by_vars}{Grouping variables + +Defines groups of records in which to look for duplicates. + +\emph{Permitted Values}: list of variables created by \code{exprs()} +e.g. \code{exprs(USUBJID, VISIT)}} } \value{ A \code{data.frame} of duplicate records within \code{dataset} diff --git a/man/filter_exist.Rd b/man/filter_exist.Rd index 0536bce792..25928160b1 100644 --- a/man/filter_exist.Rd +++ b/man/filter_exist.Rd @@ -21,7 +21,8 @@ in this dataset.} \item{by_vars}{Grouping variables -A list of variable names specified within \code{exprs()} is expected.} +\emph{Permitted Values}: list of variables created by \code{exprs()} +e.g. \code{exprs(USUBJID, VISIT)}} \item{filter_add}{Filter for the source dataset diff --git a/man/filter_extreme.Rd b/man/filter_extreme.Rd index 45645dd038..6f1fa61300 100644 --- a/man/filter_extreme.Rd +++ b/man/filter_extreme.Rd @@ -15,7 +15,8 @@ The variables specified by the \code{by_vars} and \code{order} arguments are exp \emph{Default}: \code{NULL} -\emph{Permitted Values:} list of variables created by \code{exprs()}} +\emph{Permitted Values}: list of variables created by \code{exprs()} +e.g. \code{exprs(USUBJID, VISIT)}} \item{order}{Sort order diff --git a/man/filter_joined.Rd b/man/filter_joined.Rd index b21fb2c12f..13cdce5168 100644 --- a/man/filter_joined.Rd +++ b/man/filter_joined.Rd @@ -34,7 +34,10 @@ expected.} \item{by_vars}{By variables The specified variables are used as by variables for joining the input -dataset with itself.} +dataset with itself. + +\emph{Permitted Values}: list of variables created by \code{exprs()} +e.g. \code{exprs(USUBJID, VISIT)}} \item{join_vars}{Variables to keep from joined dataset diff --git a/man/filter_not_exist.Rd b/man/filter_not_exist.Rd index 0734e6591e..4d6ded6c51 100644 --- a/man/filter_not_exist.Rd +++ b/man/filter_not_exist.Rd @@ -21,7 +21,8 @@ in this dataset.} \item{by_vars}{Grouping variables -A list of variable names specified within \code{exprs()} is expected.} +\emph{Permitted Values}: list of variables created by \code{exprs()} +e.g. \code{exprs(USUBJID, VISIT)}} \item{filter_add}{Filter for the source dataset diff --git a/man/filter_relative.Rd b/man/filter_relative.Rd index a2b2597aae..0f27d52cf2 100644 --- a/man/filter_relative.Rd +++ b/man/filter_relative.Rd @@ -23,7 +23,8 @@ The variables specified by the \code{by_vars} and \code{order} arguments are exp \item{by_vars}{Grouping variables -\emph{Permitted Values:} list of variables created by \code{exprs()}} +\emph{Permitted Values}: list of variables created by \code{exprs()} +e.g. \code{exprs(USUBJID, VISIT)}} \item{order}{Sort order diff --git a/man/get_hori_data.Rd b/man/get_hori_data.Rd index 95b1170ad6..d9fa9f7c8b 100644 --- a/man/get_hori_data.Rd +++ b/man/get_hori_data.Rd @@ -11,7 +11,10 @@ get_hori_data(dataset, by_vars, parameters, set_values_to, filter) The variables specified by the \code{by_vars} argument are expected to be in the dataset.} -\item{by_vars}{By variables} +\item{by_vars}{Grouping variables + +\emph{Permitted Values}: list of variables created by \code{exprs()} +e.g. \code{exprs(USUBJID, VISIT)}} \item{parameters}{List of parameter codes diff --git a/man/get_joined_data.Rd b/man/get_joined_data.Rd index 6676e04016..e30d8043dd 100644 --- a/man/get_joined_data.Rd +++ b/man/get_joined_data.Rd @@ -31,10 +31,13 @@ and the \code{order} argument are expected.} \item{by_vars}{Grouping variables -The two datasets are joined by the specified variables. Variables from the -additional dataset can be renamed by naming the element, i.e., \verb{by_vars = exprs( = )}. +The two datasets are joined by the specified variables. -\emph{Permitted Values}: list of variables created by \code{exprs()}} +Variables can be renamed by naming the element, i.e. +\verb{by_vars = exprs( = )}, similar to the \code{dplyr} joins. + +\emph{Permitted Values}: list of variables created by \code{exprs()} +e.g. \code{exprs(USUBJID, VISIT)}} \item{join_vars}{Variables to use from additional dataset diff --git a/man/get_summary_records.Rd b/man/get_summary_records.Rd index 1c0b9c610e..883c94370d 100644 --- a/man/get_summary_records.Rd +++ b/man/get_summary_records.Rd @@ -18,9 +18,12 @@ get_summary_records( The variables specified by the \code{by_vars} and \code{analysis_var} arguments are expected to be in the dataset.} -\item{by_vars}{Variables to consider for generation of groupwise summary -records. Providing the names of variables in \code{\link[=exprs]{exprs()}} will create a -groupwise summary and generate summary records for the specified groups.} +\item{by_vars}{Grouping variables + +Variables to consider for generation of groupwise summary records. + +\emph{Permitted Values}: list of variables created by \code{exprs()} +e.g. \code{exprs(USUBJID, VISIT)}} \item{filter}{Filter condition as logical expression to apply during summary calculation. By default, filtering expressions are computed within diff --git a/man/signal_duplicate_records.Rd b/man/signal_duplicate_records.Rd index eeba45a44d..d5f4742cd7 100644 --- a/man/signal_duplicate_records.Rd +++ b/man/signal_duplicate_records.Rd @@ -17,8 +17,12 @@ signal_duplicate_records( The variables specified by the \code{by_vars} argument are expected to be in the dataset.} -\item{by_vars}{A list of expressions created using \code{exprs()} identifying -groups of records in which to look for duplicates} +\item{by_vars}{Grouping variables + +Defines groups of records in which to look for duplicates. + +\emph{Permitted Values}: list of variables created by \code{exprs()} +e.g. \code{exprs(USUBJID, VISIT)}} \item{msg}{The condition message} diff --git a/tests/testthat/_snaps/roxygen2.md b/tests/testthat/_snaps/roxygen2.md new file mode 100644 index 0000000000..bde215d794 --- /dev/null +++ b/tests/testthat/_snaps/roxygen2.md @@ -0,0 +1,14 @@ +# roxygen_param_by_vars Test 1: Text variations + + Code + roxygen_param_by_vars() + Output + [1] "*Permitted Values*: list of variables created by `exprs()` \ne.g. `exprs(USUBJID, VISIT)`" + +--- + + Code + roxygen_param_by_vars(rename = TRUE) + Output + [1] "Variables can be renamed by naming the element, i.e. \n`by_vars = exprs( = )`, similar to the dplyr joins.\n \n*Permitted Values*: list of variables created by `exprs()` \ne.g. `exprs(USUBJID, VISIT)`" + diff --git a/tests/testthat/test-roxygen2.R b/tests/testthat/test-roxygen2.R index b921675104..f1fd130a0e 100644 --- a/tests/testthat/test-roxygen2.R +++ b/tests/testthat/test-roxygen2.R @@ -15,6 +15,16 @@ test_that("roxygen_param_dataset Test 2: Input dataset standardized text works", ) }) + +test_that("roxygen_param_by_vars Test 1: Text variations", { + expect_snapshot( + roxygen_param_by_vars() + ) + expect_snapshot( + roxygen_param_by_vars(rename = TRUE) + ) +}) + # roxygen_order_na_handling ---- test_that("Standardized text works", { expect_equal( diff --git a/vignettes/admiral.Rmd b/vignettes/admiral.Rmd index 756605cffa..e76920b207 100644 --- a/vignettes/admiral.Rmd +++ b/vignettes/admiral.Rmd @@ -214,6 +214,16 @@ passed "as is", e.g. `filter = PARAMCD == "TEMP"` - For arguments which expect one or more expressions, a list of expressions is expected, e.g. `order = exprs(AVISIT, desc(AESEV))` +## What is `exprs()`? + +`exprs()` is a function from the `{rlang}` package. It is used to create a list +of expressions. The expressions are not evaluated. Rather they are passed on to +the derivation function which evaluates them in its own environment. This allows +the derivation function to evaluate the expressions in the context of the input +dataset. +Specifically, the `exprs()` function allows users to pass variable names of datasets +to the function without wrapping them in quotation marks. + # Handling of Missing Values When using the `{haven}` package to read SAS datasets into R, SAS-style character missing values, i.e. `""`, are *not* converted into proper R `NA` values. Rather they are kept as is. This is problematic for any downstream data processing as R handles `""` just as any other string. Thus, before any data manipulation is being performed SAS blanks should be converted to R `NA`s using `{admiral}`'s `convert_blanks_to_na()` function, e.g. From 77b4eb4a3f128a8043adc383779d673e58b4432f Mon Sep 17 00:00:00 2001 From: bms63 Date: Fri, 1 Dec 2023 21:44:12 +0000 Subject: [PATCH 70/98] [skip actions] Bump version to 0.12.3.9026 --- DESCRIPTION | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/DESCRIPTION b/DESCRIPTION index 8815c97038..165cdaf699 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,7 +1,7 @@ Type: Package Package: admiral Title: ADaM in R Asset Library -Version: 0.12.3.9025 +Version: 0.12.3.9026 Authors@R: c( person("Ben", "Straub", , "ben.x.straub@gsk.com", role = c("aut", "cre")), person("Stefan", "Bundfuss", role = "aut"), From 0acb47732fedea3420262f2f63f3379e9c7542ee Mon Sep 17 00:00:00 2001 From: Pooja Kumari Date: Mon, 4 Dec 2023 19:48:37 +0530 Subject: [PATCH 71/98] =?UTF-8?q?Closes=20#2238:=20clarify=20dates=20value?= =?UTF-8?q?s=20in=20flag=5Fimputation=20argument=20of=20derive=5Fvars?= =?UTF-8?q?=E2=80=A6=20(#2268)?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit * 2238: clarify dates values in flag_imputation argument of derive_vars_dt() function * 2238, updates as per review comments --- R/derive_date_vars.R | 22 ++++++++++++++++------ man/derive_vars_dt.Rd | 10 +++++++--- man/derive_vars_dtm.Rd | 12 +++++++++--- 3 files changed, 32 insertions(+), 12 deletions(-) diff --git a/R/derive_date_vars.R b/R/derive_date_vars.R index 9097c68d3e..cd4e4d2353 100644 --- a/R/derive_date_vars.R +++ b/R/derive_date_vars.R @@ -1263,8 +1263,12 @@ compute_tmf <- function(dtc, #' #' @param flag_imputation Whether the date imputation flag must also be derived. #' -#' If `"auto"` is specified, the date imputation flag is derived if the -#' `date_imputation` argument is not null. +#' If `"auto"` is specified and `highest_imputation` argument is not `"n"`, +#' then date imputation flag is derived. +#' +#' If `"date"` is specified, then date imputation flag is derived. +#' +#' If `"none"` is specified, then no date imputation flag is derived. #' #' *Permitted Values*: `"auto"`, `"date"` or `"none"` #' @@ -1338,7 +1342,7 @@ compute_tmf <- function(dtc, #' ) #' #' # Create BIRTHDT -#' # Impute partial dates to 15th of June. No DTF +#' # Impute partial dates to 15th of June. No Date Imputation Flag #' derive_vars_dt( #' mhdt, #' new_vars_prefix = "BIRTH", @@ -1471,9 +1475,15 @@ derive_vars_dt <- function(dataset, # nolint: cyclocomp_linter #' #' @param flag_imputation Whether the date/time imputation flag(s) must also be derived. #' -#' If `"auto"` is specified, the date imputation flag is derived if the -#' `date_imputation` argument is not null and the time imputation flag is -#' derived if the `time_imputation` argument is not null +#' If `"both"` or `"date"` is specified, then date imputation flag is derived. +#' If `"auto"` is specified and `highest_imputation` argument is greater than +#' `"h"`, then date imputation flag is derived. +#' +#' If `"both"` or `"time"` is specified, then time imputation flag is derived. +#' If `"auto"` is specified and `highest_imputation` argument is not `"n"`, +#' then time imputation flag is derived. +#' +#' If `"none"` is specified, then no date or time imputation flag is derived. #' #' *Permitted Values*: `"auto"`, `"date"`, `"time"`, `"both"`, or `"none"` #' diff --git a/man/derive_vars_dt.Rd b/man/derive_vars_dt.Rd index bf819ea625..7c47b55fc3 100644 --- a/man/derive_vars_dt.Rd +++ b/man/derive_vars_dt.Rd @@ -75,8 +75,12 @@ The argument is ignored if \code{highest_imputation} is less then \code{"D"}.} \item{flag_imputation}{Whether the date imputation flag must also be derived. -If \code{"auto"} is specified, the date imputation flag is derived if the -\code{date_imputation} argument is not null. +If \code{"auto"} is specified and \code{highest_imputation} argument is not \code{"n"}, +then date imputation flag is derived. + +If \code{"date"} is specified, then date imputation flag is derived. + +If \code{"none"} is specified, then no date imputation flag is derived. \emph{Permitted Values}: \code{"auto"}, \code{"date"} or \code{"none"}} @@ -189,7 +193,7 @@ derive_vars_dt( ) # Create BIRTHDT -# Impute partial dates to 15th of June. No DTF +# Impute partial dates to 15th of June. No Date Imputation Flag derive_vars_dt( mhdt, new_vars_prefix = "BIRTH", diff --git a/man/derive_vars_dtm.Rd b/man/derive_vars_dtm.Rd index 47d92e8dd4..b97df6766b 100644 --- a/man/derive_vars_dtm.Rd +++ b/man/derive_vars_dtm.Rd @@ -91,9 +91,15 @@ The argument is ignored if \code{highest_imputation = "n"}.} \item{flag_imputation}{Whether the date/time imputation flag(s) must also be derived. -If \code{"auto"} is specified, the date imputation flag is derived if the -\code{date_imputation} argument is not null and the time imputation flag is -derived if the \code{time_imputation} argument is not null +If \code{"both"} or \code{"date"} is specified, then date imputation flag is derived. +If \code{"auto"} is specified and \code{highest_imputation} argument is greater than +\code{"h"}, then date imputation flag is derived. + +If \code{"both"} or \code{"time"} is specified, then time imputation flag is derived. +If \code{"auto"} is specified and \code{highest_imputation} argument is not \code{"n"}, +then time imputation flag is derived. + +If \code{"none"} is specified, then no date or time imputation flag is derived. \emph{Permitted Values}: \code{"auto"}, \code{"date"}, \code{"time"}, \code{"both"}, or \code{"none"}} From bd8eef31e564eba76e9f2daa3d0551844f422cdc Mon Sep 17 00:00:00 2001 From: Zelos Zhu Date: Mon, 4 Dec 2023 13:00:58 -0500 Subject: [PATCH 72/98] Closes #2264 Lighten assertion of `TERMNUM` and `TERMCHAR` depending on `SRCVAR` types for queries (#2270) * feat: #2264 working draft of new assertion * bad copy/paste * fix typo * styler/lintr * chore: #2264 styler/lintr and adopt feedback * fix logic * fix breaking test * cleanup * wrong branch * chore: #2264 fix unit test break * chore: #2264 add news blurb * get around cyclocomp lintr * clear up messaging * adopt feedback for test label * feat: #2264 adopt feedback * chore: #2264 more feedback changes * #2264 derive_vars_query_lighten_termnum_termchar_assertion: update workflows * undo a removal * move up the incorrect data type abort message * accidental add --------- Co-authored-by: Bundfuss, Stefan {MDBB~Basel} --- .github/workflows/common.yml | 3 +- NEWS.md | 2 + R/derive_vars_query.R | 76 ++++++++++++------------- man/derive_vars_query.Rd | 2 +- tests/testthat/test-derive_vars_query.R | 41 ++++++++----- vignettes/queries_dataset.Rmd | 2 +- 6 files changed, 70 insertions(+), 56 deletions(-) diff --git a/.github/workflows/common.yml b/.github/workflows/common.yml index f437d182a5..f263022225 100644 --- a/.github/workflows/common.yml +++ b/.github/workflows/common.yml @@ -129,10 +129,9 @@ jobs: needs: get_r_version with: r-version: "${{ needs.get_r_version.outputs.r-version }}" - push-templates-data: false vbump: name: Version Bump 🤜🤛 if: github.event_name == 'push' uses: insightsengineering/r.pkg.template/.github/workflows/version-bump.yaml@main secrets: - REPO_GITHUB_TOKEN: ${{ secrets.PHARMAVERSE_BOT }} \ No newline at end of file + REPO_GITHUB_TOKEN: ${{ secrets.PHARMAVERSE_BOT }} diff --git a/NEWS.md b/NEWS.md index 4d4d6138ae..031d157b86 100644 --- a/NEWS.md +++ b/NEWS.md @@ -71,6 +71,8 @@ these functions handles any floating point issues. (#2134) - Updated the unit test for `derive_var_obs_number()`. The new test checked the derivation of the default and customized `new_var`, sorting with the the missing value and expected conditions. (#2260) +- The check for existence of `TERMNUM`/`TERMCHAR` in queries dataset is now less strict depending on values of `SRCVAR` for `derive_vars_query()` (#2264) + ## Breaking Changes - `derive_extreme_records()` the `dataset_add` argument is now mandatory. (#2139) diff --git a/R/derive_vars_query.R b/R/derive_vars_query.R index 93473297ae..0f7e15ccef 100644 --- a/R/derive_vars_query.R +++ b/R/derive_vars_query.R @@ -29,7 +29,7 @@ #' @param dataset `r roxygen_param_dataset()` #' #' @param dataset_queries A dataset containing required columns `PREFIX`, -#' `GRPNAME`, `SRCVAR`, `TERMCHAR`, `TERMNUM`, and optional columns +#' `GRPNAME`, `SRCVAR`, `TERMCHAR` and/or `TERMNUM`, and optional columns #' `GRPID`, `SCOPE`, `SCOPEN`. #' #' `create_query_data()` can be used to create the dataset. @@ -59,14 +59,46 @@ #' 7, "Alveolar proteinosis", NA_character_, NA_integer_ #' ) #' derive_vars_query(adae, queries) -derive_vars_query <- function(dataset, dataset_queries) { - assert_data_frame(dataset_queries) - assert_valid_queries(dataset_queries, queries_name = deparse(substitute(dataset_queries))) +derive_vars_query <- function(dataset, dataset_queries) { # nolint: cyclocomp_linter + source_vars <- unique(dataset_queries$SRCVAR) assert_data_frame(dataset, - required_vars = exprs(!!!syms(unique(dataset_queries$SRCVAR))), + required_vars = chr2vars(source_vars), optional = FALSE ) + # check optionality of TERMNUM or TERMCHAR based on SRCVAR type + srcvar_types <- unique(vapply(dataset[source_vars], typeof, character(1))) + if (!all(srcvar_types %in% c("character", "integer", "double"))) { + idx <- source_vars[!vapply(dataset[source_vars], typeof, character(1)) %in% c("character", "integer", "double")] # nolint + dat_incorrect_type <- dataset[idx] + msg <- paste0( + paste0( + colnames(dat_incorrect_type), + " is of type ", + vapply(dat_incorrect_type, typeof, character(1)), + collapse = ", " + ), + ", numeric or character is required" + ) + abort(msg) + } + + termvars <- exprs(character = TERMCHAR, integer = TERMNUM, double = TERMNUM) + expected_termvars <- unique(termvars[srcvar_types]) + assert_data_frame(dataset_queries, required_vars = c(exprs(PREFIX, GRPNAME, SRCVAR), expected_termvars)) # nolint + if (length(expected_termvars) > 1) { + # check illegal term name + if (any(is.na(dataset_queries$TERMCHAR) & is.na(dataset_queries$TERMNUM)) || + any(dataset_queries$TERMCHAR == "" & is.na(dataset_queries$TERMNUM))) { + abort(paste0( + "Either `TERMCHAR` or `TERMNUM` need to be specified", + " in `", deparse(substitute(dataset_queries)), "`. ", + "They both cannot be NA or empty." + )) + } + } + assert_valid_queries(dataset_queries, queries_name = deparse(substitute(dataset_queries))) + dataset_queries <- convert_blanks_to_na(dataset_queries) # names of new columns @@ -131,24 +163,8 @@ derive_vars_query <- function(dataset, dataset_queries) { ) ) - # throw error if any type of column is not character or numeric - if (any(is.na(queries_wide$TERM_NAME_ID))) { - idx <- is.na(queries_wide$TERM_NAME_ID) - dat_incorrect_type <- dataset[queries_wide$SRCVAR[idx]] - msg <- paste0( - paste0( - colnames(dat_incorrect_type), - " is of type ", - vapply(dat_incorrect_type, typeof, character(1)), - collapse = ", " - ), - ", numeric or character is required" - ) - abort(msg) - } - # prepare input dataset for joining - static_cols <- setdiff(names(dataset), unique(dataset_queries$SRCVAR)) + static_cols <- setdiff(names(dataset), chr2vars(source_vars)) # if dataset does not have a unique key, create a temp one no_key <- dataset %>% select(all_of(static_cols)) %>% @@ -210,12 +226,6 @@ derive_vars_query <- function(dataset, dataset_queries) { #' assert_valid_queries(queries, "queries") #' @noRd assert_valid_queries <- function(queries, queries_name) { - # check required columns - assert_data_frame( - queries, - required_vars = exprs(PREFIX, GRPNAME, SRCVAR, TERMCHAR, TERMNUM) - ) - # check duplicate rows signal_duplicate_records(queries, by_vars = exprs(!!!syms(colnames(queries)))) @@ -286,16 +296,6 @@ assert_valid_queries <- function(queries, queries_name) { } } - # check illegal term name - if (any(is.na(queries$TERMCHAR) & is.na(queries$TERMNUM)) || - any(queries$TERMCHAR == "" & is.na(queries$TERMNUM))) { - abort(paste0( - "Either `TERMCHAR` or `TERMNUM` need to be specified", - " in `", queries_name, "`. ", - "They both cannot be NA or empty." - )) - } - # each PREFIX must have unique GRPNAME, GRPID if the columns exist count_unique <- queries %>% group_by(PREFIX) %>% diff --git a/man/derive_vars_query.Rd b/man/derive_vars_query.Rd index 2f5725b2f5..c58c29b78e 100644 --- a/man/derive_vars_query.Rd +++ b/man/derive_vars_query.Rd @@ -10,7 +10,7 @@ derive_vars_query(dataset, dataset_queries) \item{dataset}{Input dataset} \item{dataset_queries}{A dataset containing required columns \code{PREFIX}, -\code{GRPNAME}, \code{SRCVAR}, \code{TERMCHAR}, \code{TERMNUM}, and optional columns +\code{GRPNAME}, \code{SRCVAR}, \code{TERMCHAR} and/or \code{TERMNUM}, and optional columns \code{GRPID}, \code{SCOPE}, \code{SCOPEN}. \code{create_query_data()} can be used to create the dataset.} diff --git a/tests/testthat/test-derive_vars_query.R b/tests/testthat/test-derive_vars_query.R index 7777f9336b..e28961b312 100644 --- a/tests/testthat/test-derive_vars_query.R +++ b/tests/testthat/test-derive_vars_query.R @@ -151,13 +151,37 @@ test_that("derive_vars_query Test 5: Derive decides between TERMCHAR and TERMNUM expect_error( derive_vars_query(mutate(my_ae, AELLTCD = as.logical(AELLTCD)), query), - regexp = ".* is of type logical, numeric or character is required" + regexp = "numeric or character is required" + ) +}) + +## Test 6: Error is given when both TERMCHAR/TERMNUM are NA or empty ---- +test_that("derive_vars_query Test 6: Error is given when both TERMCHAR/TERMNUM are NA or empty", { + query <- tibble::tribble( + ~PREFIX, ~GRPNAME, ~SRCVAR, ~TERMCHAR, ~GRPID, ~TERMNUM, + "CQ40", "My Query 1", "AEDECOD", NA_character_, 1, NA, + "CQ42", "My Query 2", "AELLTCD", NA_character_, 2, 1 + ) + + my_ae <- tibble::tribble( + ~USUBJID, ~ASTDY, ~AEDECOD, ~AELLT, ~AELLTCD, + "1", 1, "PTSI", "other", NA, + "1", 2, "PTSI", "LLTSI", NA, + "1", 3, NA, NA, 1 + ) + + expect_error( + derive_vars_query(my_ae, query), + regexp = paste( + "Either `TERMCHAR` or `TERMNUM` need to be specified in `query`.", + "They both cannot be NA or empty." + ) ) }) # assert_valid_queries ---- -## Test 6: assert_valid_queries checks ---- -test_that("assert_valid_queries Test 6: assert_valid_queries checks", { +## Test 7: assert_valid_queries checks ---- +test_that("assert_valid_queries Test 7: assert_valid_queries checks", { query <- tibble::tribble( ~PREFIX, ~GRPNAME, ~SRCVAR, ~TERMCHAR, ~GRPID, ~TERMNUM, "CQ40", "My Query 1", "AEDECOD", "PTSI", 1, NA, @@ -212,17 +236,6 @@ test_that("assert_valid_queries Test 6: assert_valid_queries checks", { regexp = "`SCOPEN` in `test` must be one of 1, 2, or NA. Issue with `10` and `11`." ) - expect_error( - assert_valid_queries( - mutate(query, TERMCHAR = c(NA, NA)), - "test" - ), - regexp = paste( - "Either `TERMCHAR` or `TERMNUM` need to be specified in `test`.", - "They both cannot be NA or empty." - ) - ) - expect_error( assert_valid_queries( mutate(query, PREFIX = c("CQ40", "CQ40")), diff --git a/vignettes/queries_dataset.Rmd b/vignettes/queries_dataset.Rmd index 55904701cb..b708be2597 100644 --- a/vignettes/queries_dataset.Rmd +++ b/vignettes/queries_dataset.Rmd @@ -56,7 +56,7 @@ SCOPE | Scope (Broad/Narrow) of the query | Character | `BROAD`, `NARROW`, `NA` SCOPEN | Scope (Broad/Narrow) of the query | Integer | `1`, `2`, `NA` VERSION | The version of the dictionary | Character | `"20.1"` -**Bold variables** are required in `dataset_queries`: an error is issued if any of these variables is missing. Other variables are optional. +**Bold variables** are required in `dataset_queries`: an error is issued if any of these variables is missing. `TERMCHAR` is only REQUIRED if there is character variable named in `SRCVAR`. `TERMNUM` is only REQUIRED if there is numeric variable named in `SRCVAR`. When `SRCVAR` contains both character and numeric variables, then both `TERMCHAR` and `TERMNUM` are required. Other variables are optional. The `VERSION` variable is not used by `derive_vars_query()` but can be used to check if the dictionary version of the queries dataset and the analysis dataset From b88d51a10dc74bf02671951b578d2fa28ed0ecfc Mon Sep 17 00:00:00 2001 From: Zelos Zhu Date: Mon, 4 Dec 2023 13:01:23 -0500 Subject: [PATCH 73/98] Closes #2255 add uppercase spellings of in_unit/out_unit (#2261) * feat: #2255 add uppercase versions of untis * feat: #2255 add tests and documentation * feat: #2255 unit mapping fix * match mapping in derive_vars_duration * apply fixes to derive_vars_aage too * run styler * account for missing mappings * styler * try something * undo the something * #2255 use case_match to clean up code * try something * forgot to commit namespace * undo the something * undo the something * feat: #2255 revert changes from case_match in favor of case_when * styler * chore: #2255 clean up documentation * update news * get around spellcheck * chore: #2255 fix test and wordlist * feat: #2255 adopt feedback * Update common.yml --------- Co-authored-by: Ben Straub --- DESCRIPTION | 2 +- NEWS.md | 2 + R/compute_duration.R | 111 +++- R/derive_vars_aage.R | 30 +- R/derive_vars_duration.R | 90 +--- inst/WORDLIST | 2 + man/compute_duration.Rd | 34 +- man/derive_vars_aage.Rd | 18 +- man/derive_vars_duration.Rd | 56 +- renv/activate.R | 568 ++++++++++----------- tests/testthat/test-compute_duration.R | 96 +++- tests/testthat/test-derive_vars_aage.R | 5 +- tests/testthat/test-derive_vars_duration.R | 17 +- 13 files changed, 611 insertions(+), 420 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index 165cdaf699..c8adfa8cb4 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -40,7 +40,7 @@ Depends: R (>= 4.0) Imports: admiraldev (>= 0.5.0.9000), - dplyr (>= 0.8.4), + dplyr (>= 1.0.5), hms (>= 0.5.3), lifecycle (>= 0.1.0), lubridate (>= 1.7.4), diff --git a/NEWS.md b/NEWS.md index 031d157b86..36955923d9 100644 --- a/NEWS.md +++ b/NEWS.md @@ -68,6 +68,8 @@ these functions handles any floating point issues. (#2134) - Fixed a bug in `derive_vars_period()` where the function was throwing an error whenever `dataset_ref` contained variables that were neither key variables, nor `APERIOD`, `ASPER`, `APHASEN`, nor mentioned in the `new_vars` argument. (#2231) +- `compute_duration()`, `derive_vars_duration()`, `derive_vars_aage()` now accepts more terms for the `in_unit`, `out_unit`, and `age_unit` arguments (#2255) + - Updated the unit test for `derive_var_obs_number()`. The new test checked the derivation of the default and customized `new_var`, sorting with the the missing value and expected conditions. (#2260) diff --git a/R/compute_duration.R b/R/compute_duration.R index 3289d16ff4..ee52dc12fb 100644 --- a/R/compute_duration.R +++ b/R/compute_duration.R @@ -25,26 +25,46 @@ #' #' See floor_in and add_one parameter for details. #' -#' Default: 'days' +#' Permitted Values: #' -#' Permitted Values: 'years', 'months', 'days', 'hours', 'minutes', 'min', -#' 'seconds', 'sec' +#' For years: `"year"`, `"years"`, `"yr"`, `"yrs"`, `"y"` +#' +#' For months: `"month"`, `"months"`, `"mo"`, `"mos"` +#' +#' For days: `"day"`, `"days"`, `"d"` +#' +#' For hours: `"hour"`, `"hours"`, `"hr"`, `"hrs"`, `"h"` +#' +#' For minutes: `"minute"`, `"minutes"`, `"min"`, `"mins"` +#' +#' For seconds: `"second"`, `"seconds"`, `"sec"`, `"secs"`, `"s"` #' #' @param out_unit Output unit #' #' The duration is derived in the specified unit #' -#' Default: 'days' +#' Permitted Values: +#' +#' For years: `"year"`, `"years"`, `"yr"`, `"yrs"`, `"y"` +#' +#' For months: `"month"`, `"months"`, `"mo"`, `"mos"` +#' +#' For weeks: `"week"`, `"weeks"`, `"wk"`, `"wks"`, `"w"` +#' +#' For days: `"day"`, `"days"`, `"d"` #' -#' Permitted Values: 'years', 'months', 'weeks', 'days', 'hours', 'minutes', -#' 'min', 'seconds', 'sec' +#' For hours: `"hour"`, `"hours"`, `"hr"`, `"hrs"`, `"h"` +#' +#' For minutes: `"minute"`, `"minutes"`, `"min"`, `"mins"` +#' +#' For seconds: `"second"`, `"seconds"`, `"sec"`, `"secs"`, `"s"` #' #' @param floor_in Round down input dates? #' #' The input dates are round down with respect to the input unit, e.g., if the #' input unit is 'days', the time of the input dates is ignored. #' -#' Default: `TRUE`` +#' Default: `TRUE` #' #' Permitted Values: `TRUE`, `FALSE` #' @@ -151,19 +171,35 @@ compute_duration <- function(start_date, add_one = TRUE, trunc_out = FALSE, type = "duration") { + in_unit <- get_unified_time_unit(in_unit) + out_unit <- get_unified_time_unit(out_unit) + # Checks assert_date_vector(start_date) assert_date_vector(end_date) - assert_character_scalar(in_unit, values = valid_time_units()) + assert_character_scalar(in_unit, values = c( + c("year", "years", "yr", "yrs", "y"), + c("month", "months", "mo", "mos"), + c("day", "days", "d"), + c("hour", "hours", "hr", "hrs", "h"), + c("minute", "minutes", "min", "mins"), + c("second", "seconds", "sec", "secs", "s") + )) assert_character_scalar(type, values = c("interval", "duration")) assert_character_scalar(out_unit, values = c( - valid_time_units(), "weeks", - "min", "sec" + c("year", "years", "yr", "yrs", "y"), + c("month", "months", "mo", "mos"), + c("week", "weeks", "wk", "wks", "w"), + c("day", "days", "d"), + c("hour", "hours", "hr", "hrs", "h"), + c("minute", "minutes", "min", "mins"), + c("second", "seconds", "sec", "secs", "s") )) assert_logical_scalar(floor_in) assert_logical_scalar(add_one) assert_logical_scalar(trunc_out) + # Derivation if (floor_in) { # Remove information more precise than the input unit, e.g., if input unit @@ -212,3 +248,58 @@ compute_duration <- function(start_date, } duration } + +#' Map common units of time into standardized terms +#' +#' @param time_unit input unit +#' +#' @return standardized term if mapping is available +#' +#' @keywords internal +#' @family internal +#' +#' @noRd +get_unified_time_unit <- function(time_unit) { + lowercase <- tolower(time_unit) + case_when( + # map common years units + lowercase == "year" ~ "years", + lowercase == "years" ~ "years", + lowercase == "yr" ~ "years", + lowercase == "yrs" ~ "years", + lowercase == "y" ~ "years", + # map common months units + lowercase == "month" ~ "months", + lowercase == "months" ~ "months", + lowercase == "mo" ~ "months", + lowercase == "mos" ~ "months", + # map common weeks units + lowercase == "week" ~ "weeks", + lowercase == "weeks" ~ "weeks", + lowercase == "wk" ~ "weeks", + lowercase == "wks" ~ "weeks", + lowercase == "w" ~ "weeks", + # map common days units + lowercase == "day" ~ "days", + lowercase == "days" ~ "days", + lowercase == "d" ~ "days", + # map common hours units + lowercase == "hour" ~ "hours", + lowercase == "hours" ~ "hours", + lowercase == "hr" ~ "hours", + lowercase == "hrs" ~ "hours", + lowercase == "h" ~ "hours", + # map common minutes units + lowercase == "minute" ~ "minutes", + lowercase == "minutes" ~ "minutes", + lowercase == "min" ~ "minutes", + lowercase == "mins" ~ "minutes", + # map common seconds units + lowercase == "second" ~ "seconds", + lowercase == "seconds" ~ "seconds", + lowercase == "sec" ~ "seconds", + lowercase == "secs" ~ "seconds", + lowercase == "s" ~ "seconds", + TRUE ~ time_unit + ) +} diff --git a/R/derive_vars_aage.R b/R/derive_vars_aage.R index fb56fa80ac..12b07c2c2d 100644 --- a/R/derive_vars_aage.R +++ b/R/derive_vars_aage.R @@ -31,9 +31,21 @@ #' #' The age is derived in the specified unit #' -#' Default: 'years' +#' Permitted Values: #' -#' Permitted Values: 'years', 'months', 'weeks', 'days', 'hours', 'minutes', 'seconds' +#' For years: `"year"`, `"years"`, `"yr"`, `"yrs"`, `"y"` +#' +#' For months: `"month"`, `"months"`, `"mo"`, `"mos"` +#' +#' For weeks: `"week"`, `"weeks"`, `"wk"`, `"wks"`, `"w"` +#' +#' For days: `"day"`, `"days"`, `"d"` +#' +#' For hours: `"hour"`, `"hours"`, `"hr"`, `"hrs"`, `"h"` +#' +#' For minutes: `"minute"`, `"minutes"`, `"min"`, `"mins"` +#' +#' For seconds: `"second"`, `"seconds"`, `"sec"`, `"secs"`, `"s"` #' #' @param unit `r lifecycle::badge("deprecated")` Please use `age_unit` instead. #' @@ -93,10 +105,16 @@ derive_vars_aage <- function(dataset, start_date <- assert_symbol(enexpr(start_date)) end_date <- assert_symbol(enexpr(end_date)) assert_data_frame(dataset, required_vars = expr_c(start_date, end_date)) - assert_character_scalar( - age_unit, - values = c("years", "months", "weeks", "days", "hours", "minutes", "seconds") - ) + + assert_character_scalar(age_unit, values = c( + c("year", "years", "yr", "yrs", "y"), + c("month", "months", "mo", "mos"), + c("week", "weeks", "wk", "wks", "w"), + c("day", "days", "d"), + c("hour", "hours", "hr", "hrs", "h"), + c("minute", "minutes", "min", "mins"), + c("second", "seconds", "sec", "secs", "s") + ), case_sensitive = FALSE) derive_vars_duration( dataset, diff --git a/R/derive_vars_duration.R b/R/derive_vars_duration.R index 3734b84cd4..6126f63cc7 100644 --- a/R/derive_vars_duration.R +++ b/R/derive_vars_duration.R @@ -11,70 +11,7 @@ #' @param new_var_unit Name of the unit variable If the parameter is not #' specified, no variable for the unit is created. #' -#' @param start_date The start date -#' -#' A date or date-time variable is expected. This variable must be present in -#' specified input dataset. -#' -#' Refer to `derive_vars_dt()` to impute and derive a date from a date -#' character vector to a date object. -#' -#' @param end_date The end date -#' -#' A date or date-time variable is expected. This variable must be present in -#' specified input dataset. -#' -#' Refer to `derive_vars_dt()` to impute and derive a date from a date -#' character vector to a date object. -#' -#' @param in_unit Input unit -#' -#' See floor_in and add_one parameter for details. -#' -#' Default: 'days' -#' -#' Permitted Values: 'years', 'months', 'days', 'hours', 'minutes', 'min', -#' 'seconds', 'sec' -#' -#' @param out_unit Output unit -#' -#' The duration is derived in the specified unit -#' -#' Default: 'days' -#' -#' Permitted Values: 'years', 'months', 'days', 'hours', 'minutes', 'min', -#' 'seconds', 'sec' -#' -#' @param floor_in Round down input dates? -#' -#' The input dates are round down with respect to the input unit, e.g., if the -#' input unit is 'days', the time of the input dates is ignored. -#' -#' Default: `TRUE`` -#' -#' Permitted Values: `TRUE`, `FALSE` -#' -#' @param add_one Add one input unit? -#' -#' If the duration is non-negative, one input unit is added. I.e., the -#' duration can not be zero. -#' -#' Default: `TRUE` Permitted Values: `TRUE`, `FALSE` -#' -#' @param trunc_out Return integer part -#' -#' The fractional part of the duration (in output unit) is removed, i.e., the -#' integer part is returned. -#' -#' Default: `FALSE` -#' -#' Permitted Values: `TRUE`, `FALSE` -#' -#' @param type lubridate duration type. -#' -#' See below for details. -#' -#' Permitted Values: `"duration"`, `"interval"` +#' @inheritParams compute_duration #' #' @details The duration is derived as time from start to end date in the #' specified output unit. If the end date is before the start date, the duration @@ -203,10 +140,27 @@ derive_vars_duration <- function(dataset, start_date <- assert_symbol(enexpr(start_date)) end_date <- assert_symbol(enexpr(end_date)) assert_data_frame(dataset, required_vars = exprs(!!start_date, !!end_date)) - assert_character_scalar(in_unit, values = valid_time_units()) + + in_unit <- get_unified_time_unit(in_unit) + original_out_unit <- out_unit + out_unit <- get_unified_time_unit(out_unit) + + assert_character_scalar(in_unit, values = c( + c("year", "years", "yr", "yrs", "y"), + c("month", "months", "mo", "mos"), + c("day", "days", "d"), + c("hour", "hours", "hr", "hrs", "h"), + c("minute", "minutes", "min", "mins"), + c("second", "seconds", "sec", "secs", "s") + )) assert_character_scalar(out_unit, values = c( - valid_time_units(), "weeks", - "min", "sec" + c("year", "years", "yr", "yrs", "y"), + c("month", "months", "mo", "mos"), + c("week", "weeks", "wk", "wks", "w"), + c("day", "days", "d"), + c("hour", "hours", "hr", "hrs", "h"), + c("minute", "minutes", "min", "mins"), + c("second", "seconds", "sec", "secs", "s") )) assert_logical_scalar(floor_in) assert_logical_scalar(add_one) @@ -236,7 +190,7 @@ derive_vars_duration <- function(dataset, if (!is.null(new_var_unit)) { dataset <- dataset %>% - mutate(!!new_var_unit := if_else(is.na(!!new_var), NA_character_, toupper(out_unit))) + mutate(!!new_var_unit := if_else(is.na(!!new_var), NA_character_, original_out_unit)) } dataset diff --git a/inst/WORDLIST b/inst/WORDLIST index 6787d57314..4f92827b5a 100644 --- a/inst/WORDLIST +++ b/inst/WORDLIST @@ -311,6 +311,7 @@ hms https lockfile lubridate +mins mL magrittr metacore @@ -356,6 +357,7 @@ tte umol ungrouped usethis +wks www xULN xportr diff --git a/man/compute_duration.Rd b/man/compute_duration.Rd index 08ece00103..8f1dc66d81 100644 --- a/man/compute_duration.Rd +++ b/man/compute_duration.Rd @@ -38,26 +38,46 @@ Refer to \code{convert_dtc_to_dt()} to obtain a vector of imputed dates.} See floor_in and add_one parameter for details. -Default: 'days' +Permitted Values: -Permitted Values: 'years', 'months', 'days', 'hours', 'minutes', 'min', -'seconds', 'sec'} +For years: \code{"year"}, \code{"years"}, \code{"yr"}, \code{"yrs"}, \code{"y"} + +For months: \code{"month"}, \code{"months"}, \code{"mo"}, \code{"mos"} + +For days: \code{"day"}, \code{"days"}, \code{"d"} + +For hours: \code{"hour"}, \code{"hours"}, \code{"hr"}, \code{"hrs"}, \code{"h"} + +For minutes: \code{"minute"}, \code{"minutes"}, \code{"min"}, \code{"mins"} + +For seconds: \code{"second"}, \code{"seconds"}, \code{"sec"}, \code{"secs"}, \code{"s"}} \item{out_unit}{Output unit The duration is derived in the specified unit -Default: 'days' +Permitted Values: + +For years: \code{"year"}, \code{"years"}, \code{"yr"}, \code{"yrs"}, \code{"y"} -Permitted Values: 'years', 'months', 'weeks', 'days', 'hours', 'minutes', -'min', 'seconds', 'sec'} +For months: \code{"month"}, \code{"months"}, \code{"mo"}, \code{"mos"} + +For weeks: \code{"week"}, \code{"weeks"}, \code{"wk"}, \code{"wks"}, \code{"w"} + +For days: \code{"day"}, \code{"days"}, \code{"d"} + +For hours: \code{"hour"}, \code{"hours"}, \code{"hr"}, \code{"hrs"}, \code{"h"} + +For minutes: \code{"minute"}, \code{"minutes"}, \code{"min"}, \code{"mins"} + +For seconds: \code{"second"}, \code{"seconds"}, \code{"sec"}, \code{"secs"}, \code{"s"}} \item{floor_in}{Round down input dates? The input dates are round down with respect to the input unit, e.g., if the input unit is 'days', the time of the input dates is ignored. -Default: `TRUE`` +Default: \code{TRUE} Permitted Values: \code{TRUE}, \code{FALSE}} diff --git a/man/derive_vars_aage.Rd b/man/derive_vars_aage.Rd index d731aa1a16..67c5242ae3 100644 --- a/man/derive_vars_aage.Rd +++ b/man/derive_vars_aage.Rd @@ -42,14 +42,28 @@ Default: \code{RANDDT}} The age is derived in the specified unit -Default: 'years' +Permitted Values: -Permitted Values: 'years', 'months', 'weeks', 'days', 'hours', 'minutes', 'seconds'} +For years: \code{"year"}, \code{"years"}, \code{"yr"}, \code{"yrs"}, \code{"y"} + +For months: \code{"month"}, \code{"months"}, \code{"mo"}, \code{"mos"} + +For weeks: \code{"week"}, \code{"weeks"}, \code{"wk"}, \code{"wks"}, \code{"w"} + +For days: \code{"day"}, \code{"days"}, \code{"d"} + +For hours: \code{"hour"}, \code{"hours"}, \code{"hr"}, \code{"hrs"}, \code{"h"} + +For minutes: \code{"minute"}, \code{"minutes"}, \code{"min"}, \code{"mins"} + +For seconds: \code{"second"}, \code{"seconds"}, \code{"sec"}, \code{"secs"}, \code{"s"}} \item{type}{lubridate duration type. See below for details. +Default: \code{"duration"} + Permitted Values: \code{"duration"}, \code{"interval"}} } \value{ diff --git a/man/derive_vars_duration.Rd b/man/derive_vars_duration.Rd index a6022bbc69..3a782fbbc3 100644 --- a/man/derive_vars_duration.Rd +++ b/man/derive_vars_duration.Rd @@ -30,53 +30,77 @@ specified, no variable for the unit is created.} \item{start_date}{The start date -A date or date-time variable is expected. This variable must be present in -specified input dataset. +A date or date-time object is expected. Refer to \code{derive_vars_dt()} to impute and derive a date from a date -character vector to a date object.} +character vector to a date object. + +Refer to \code{convert_dtc_to_dt()} to obtain a vector of imputed dates.} \item{end_date}{The end date -A date or date-time variable is expected. This variable must be present in -specified input dataset. +A date or date-time object is expected. Refer to \code{derive_vars_dt()} to impute and derive a date from a date -character vector to a date object.} +character vector to a date object. + +Refer to \code{convert_dtc_to_dt()} to obtain a vector of imputed dates.} \item{in_unit}{Input unit See floor_in and add_one parameter for details. -Default: 'days' +Permitted Values: + +For years: \code{"year"}, \code{"years"}, \code{"yr"}, \code{"yrs"}, \code{"y"} + +For months: \code{"month"}, \code{"months"}, \code{"mo"}, \code{"mos"} -Permitted Values: 'years', 'months', 'days', 'hours', 'minutes', 'min', -'seconds', 'sec'} +For days: \code{"day"}, \code{"days"}, \code{"d"} + +For hours: \code{"hour"}, \code{"hours"}, \code{"hr"}, \code{"hrs"}, \code{"h"} + +For minutes: \code{"minute"}, \code{"minutes"}, \code{"min"}, \code{"mins"} + +For seconds: \code{"second"}, \code{"seconds"}, \code{"sec"}, \code{"secs"}, \code{"s"}} \item{out_unit}{Output unit The duration is derived in the specified unit -Default: 'days' +Permitted Values: + +For years: \code{"year"}, \code{"years"}, \code{"yr"}, \code{"yrs"}, \code{"y"} -Permitted Values: 'years', 'months', 'days', 'hours', 'minutes', 'min', -'seconds', 'sec'} +For months: \code{"month"}, \code{"months"}, \code{"mo"}, \code{"mos"} + +For weeks: \code{"week"}, \code{"weeks"}, \code{"wk"}, \code{"wks"}, \code{"w"} + +For days: \code{"day"}, \code{"days"}, \code{"d"} + +For hours: \code{"hour"}, \code{"hours"}, \code{"hr"}, \code{"hrs"}, \code{"h"} + +For minutes: \code{"minute"}, \code{"minutes"}, \code{"min"}, \code{"mins"} + +For seconds: \code{"second"}, \code{"seconds"}, \code{"sec"}, \code{"secs"}, \code{"s"}} \item{floor_in}{Round down input dates? The input dates are round down with respect to the input unit, e.g., if the input unit is 'days', the time of the input dates is ignored. -Default: `TRUE`` +Default: \code{TRUE} Permitted Values: \code{TRUE}, \code{FALSE}} \item{add_one}{Add one input unit? -If the duration is non-negative, one input unit is added. I.e., the +If the duration is non-negative, one input unit is added. i.e., the duration can not be zero. -Default: \code{TRUE} Permitted Values: \code{TRUE}, \code{FALSE}} +Default: \code{TRUE} + +Permitted Values: \code{TRUE}, \code{FALSE}} \item{trunc_out}{Return integer part @@ -91,6 +115,8 @@ Permitted Values: \code{TRUE}, \code{FALSE}} See below for details. +Default: \code{"duration"} + Permitted Values: \code{"duration"}, \code{"interval"}} } \value{ diff --git a/renv/activate.R b/renv/activate.R index cc742fc96f..c1454d4782 100644 --- a/renv/activate.R +++ b/renv/activate.R @@ -59,24 +59,24 @@ local({ if ("renv" %in% loadedNamespaces()) unloadNamespace("renv") - # load bootstrap tools + # load bootstrap tools `%||%` <- function(x, y) { if (is.null(x)) y else x } - + catf <- function(fmt, ..., appendLF = TRUE) { - + quiet <- getOption("renv.bootstrap.quiet", default = FALSE) if (quiet) return(invisible()) - + msg <- sprintf(fmt, ...) cat(msg, file = stdout(), sep = if (appendLF) "\n" else "") - + invisible(msg) - + } - + header <- function(label, ..., prefix = "#", @@ -87,22 +87,22 @@ local({ n <- max(n - nchar(label) - nchar(prefix) - 2L, 8L) if (n <= 0) return(paste(prefix, label)) - + tail <- paste(rep.int(suffix, n), collapse = "") paste0(prefix, " ", label, " ", tail) - + } - + startswith <- function(string, prefix) { substring(string, 1, nchar(prefix)) == prefix } - + bootstrap <- function(version, library) { - + friendly <- renv_bootstrap_version_friendly(version) section <- header(sprintf("Bootstrapping renv %s", friendly)) catf(section) - + # attempt to download renv catf("- Downloading renv ... ", appendLF = FALSE) withCallingHandlers( @@ -114,7 +114,7 @@ local({ ) catf("OK") on.exit(unlink(tarball), add = TRUE) - + # now attempt to install catf("- Installing renv ... ", appendLF = FALSE) withCallingHandlers( @@ -125,174 +125,174 @@ local({ } ) catf("OK") - + # add empty line to break up bootstrapping from normal output catf("") - + return(invisible()) } - + renv_bootstrap_tests_running <- function() { getOption("renv.tests.running", default = FALSE) } - + renv_bootstrap_repos <- function() { - + # get CRAN repository cran <- getOption("renv.repos.cran", "https://cloud.r-project.org") - + # check for repos override repos <- Sys.getenv("RENV_CONFIG_REPOS_OVERRIDE", unset = NA) if (!is.na(repos)) { - + # check for RSPM; if set, use a fallback repository for renv rspm <- Sys.getenv("RSPM", unset = NA) if (identical(rspm, repos)) repos <- c(RSPM = rspm, CRAN = cran) - + return(repos) - + } - + # check for lockfile repositories repos <- tryCatch(renv_bootstrap_repos_lockfile(), error = identity) if (!inherits(repos, "error") && length(repos)) return(repos) - + # retrieve current repos repos <- getOption("repos") - + # ensure @CRAN@ entries are resolved repos[repos == "@CRAN@"] <- cran - + # add in renv.bootstrap.repos if set default <- c(FALLBACK = "https://cloud.r-project.org") extra <- getOption("renv.bootstrap.repos", default = default) repos <- c(repos, extra) - + # remove duplicates that might've snuck in dupes <- duplicated(repos) | duplicated(names(repos)) repos[!dupes] - + } - + renv_bootstrap_repos_lockfile <- function() { - + lockpath <- Sys.getenv("RENV_PATHS_LOCKFILE", unset = "renv.lock") if (!file.exists(lockpath)) return(NULL) - + lockfile <- tryCatch(renv_json_read(lockpath), error = identity) if (inherits(lockfile, "error")) { warning(lockfile) return(NULL) } - + repos <- lockfile$R$Repositories if (length(repos) == 0) return(NULL) - + keys <- vapply(repos, `[[`, "Name", FUN.VALUE = character(1)) vals <- vapply(repos, `[[`, "URL", FUN.VALUE = character(1)) names(vals) <- keys - + return(vals) - + } - + renv_bootstrap_download <- function(version) { - + sha <- attr(version, "sha", exact = TRUE) - + methods <- if (!is.null(sha)) { - + # attempting to bootstrap a development version of renv c( function() renv_bootstrap_download_tarball(sha), function() renv_bootstrap_download_github(sha) ) - + } else { - + # attempting to bootstrap a release version of renv c( function() renv_bootstrap_download_tarball(version), function() renv_bootstrap_download_cran_latest(version), function() renv_bootstrap_download_cran_archive(version) ) - + } - + for (method in methods) { path <- tryCatch(method(), error = identity) if (is.character(path) && file.exists(path)) return(path) } - + stop("All download methods failed") - + } - + renv_bootstrap_download_impl <- function(url, destfile) { - + mode <- "wb" - + # https://bugs.r-project.org/bugzilla/show_bug.cgi?id=17715 fixup <- Sys.info()[["sysname"]] == "Windows" && substring(url, 1L, 5L) == "file:" - + if (fixup) mode <- "w+b" - + args <- list( url = url, destfile = destfile, mode = mode, quiet = TRUE ) - + if ("headers" %in% names(formals(utils::download.file))) args$headers <- renv_bootstrap_download_custom_headers(url) - + do.call(utils::download.file, args) - + } - + renv_bootstrap_download_custom_headers <- function(url) { - + headers <- getOption("renv.download.headers") if (is.null(headers)) return(character()) - + if (!is.function(headers)) stopf("'renv.download.headers' is not a function") - + headers <- headers(url) if (length(headers) == 0L) return(character()) - + if (is.list(headers)) headers <- unlist(headers, recursive = FALSE, use.names = TRUE) - + ok <- is.character(headers) && is.character(names(headers)) && all(nzchar(names(headers))) - + if (!ok) stop("invocation of 'renv.download.headers' did not return a named character vector") - + headers - + } - + renv_bootstrap_download_cran_latest <- function(version) { - + spec <- renv_bootstrap_download_cran_latest_find(version) type <- spec$type repos <- spec$repos - + baseurl <- utils::contrib.url(repos = repos, type = type) ext <- if (identical(type, "source")) ".tar.gz" @@ -302,36 +302,36 @@ local({ ".tgz" name <- sprintf("renv_%s%s", version, ext) url <- paste(baseurl, name, sep = "/") - + destfile <- file.path(tempdir(), name) status <- tryCatch( renv_bootstrap_download_impl(url, destfile), condition = identity ) - + if (inherits(status, "condition")) return(FALSE) - + # report success and return destfile - + } - + renv_bootstrap_download_cran_latest_find <- function(version) { - + # check whether binaries are supported on this system binary <- getOption("renv.bootstrap.binary", default = TRUE) && !identical(.Platform$pkgType, "source") && !identical(getOption("pkgType"), "source") && Sys.info()[["sysname"]] %in% c("Darwin", "Windows") - + types <- c(if (binary) "binary", "source") - + # iterate over types + repositories for (type in types) { for (repos in renv_bootstrap_repos()) { - + # retrieve package database db <- tryCatch( as.data.frame( @@ -340,89 +340,89 @@ local({ ), error = identity ) - + if (inherits(db, "error")) next - + # check for compatible entry entry <- db[db$Package %in% "renv" & db$Version %in% version, ] if (nrow(entry) == 0) next - + # found it; return spec to caller spec <- list(entry = entry, type = type, repos = repos) return(spec) - + } } - + # if we got here, we failed to find renv fmt <- "renv %s is not available from your declared package repositories" stop(sprintf(fmt, version)) - + } - + renv_bootstrap_download_cran_archive <- function(version) { - + name <- sprintf("renv_%s.tar.gz", version) repos <- renv_bootstrap_repos() urls <- file.path(repos, "src/contrib/Archive/renv", name) destfile <- file.path(tempdir(), name) - + for (url in urls) { - + status <- tryCatch( renv_bootstrap_download_impl(url, destfile), condition = identity ) - + if (identical(status, 0L)) return(destfile) - + } - + return(FALSE) - + } - + renv_bootstrap_download_tarball <- function(version) { - + # if the user has provided the path to a tarball via # an environment variable, then use it tarball <- Sys.getenv("RENV_BOOTSTRAP_TARBALL", unset = NA) if (is.na(tarball)) return() - + # allow directories if (dir.exists(tarball)) { name <- sprintf("renv_%s.tar.gz", version) tarball <- file.path(tarball, name) } - + # bail if it doesn't exist if (!file.exists(tarball)) { - + # let the user know we weren't able to honour their request fmt <- "- RENV_BOOTSTRAP_TARBALL is set (%s) but does not exist." msg <- sprintf(fmt, tarball) warning(msg) - + # bail return() - + } - + catf("- Using local tarball '%s'.", tarball) tarball - + } - + renv_bootstrap_download_github <- function(version) { - + enabled <- Sys.getenv("RENV_BOOTSTRAP_FROM_GITHUB", unset = "TRUE") if (!identical(enabled, "TRUE")) return(FALSE) - + # prepare download options pat <- Sys.getenv("GITHUB_PAT") if (nzchar(Sys.which("curl")) && nzchar(pat)) { @@ -438,25 +438,25 @@ local({ options(download.file.method = "wget", download.file.extra = extra) on.exit(do.call(base::options, saved), add = TRUE) } - + url <- file.path("https://api.github.com/repos/rstudio/renv/tarball", version) name <- sprintf("renv_%s.tar.gz", version) destfile <- file.path(tempdir(), name) - + status <- tryCatch( renv_bootstrap_download_impl(url, destfile), condition = identity ) - + if (!identical(status, 0L)) return(FALSE) - + renv_bootstrap_download_augment(destfile) - + return(destfile) - + } - + # Add Sha to DESCRIPTION. This is stop gap until #890, after which we # can use renv::install() to fully capture metadata. renv_bootstrap_download_augment <- function(destfile) { @@ -464,13 +464,13 @@ local({ if (is.null(sha)) { return() } - + # Untar tempdir <- tempfile("renv-github-") on.exit(unlink(tempdir, recursive = TRUE), add = TRUE) untar(destfile, exdir = tempdir) pkgdir <- dir(tempdir, full.names = TRUE)[[1]] - + # Modify description desc_path <- file.path(pkgdir, "DESCRIPTION") desc_lines <- readLines(desc_path) @@ -484,170 +484,170 @@ local({ paste("RemoteSha: ", sha) ) writeLines(c(desc_lines[desc_lines != ""], remotes_fields), con = desc_path) - + # Re-tar local({ old <- setwd(tempdir) on.exit(setwd(old), add = TRUE) - + tar(destfile, compression = "gzip") }) invisible() } - + # Extract the commit hash from a git archive. Git archives include the SHA1 # hash as the comment field of the tarball pax extended header # (see https://www.kernel.org/pub/software/scm/git/docs/git-archive.html) # For GitHub archives this should be the first header after the default one # (512 byte) header. renv_bootstrap_git_extract_sha1_tar <- function(bundle) { - + # open the bundle for reading # We use gzcon for everything because (from ?gzcon) # > Reading from a connection which does not supply a ‘gzip’ magic # > header is equivalent to reading from the original connection conn <- gzcon(file(bundle, open = "rb", raw = TRUE)) on.exit(close(conn)) - + # The default pax header is 512 bytes long and the first pax extended header # with the comment should be 51 bytes long # `52 comment=` (11 chars) + 40 byte SHA1 hash len <- 0x200 + 0x33 res <- rawToChar(readBin(conn, "raw", n = len)[0x201:len]) - + if (grepl("^52 comment=", res)) { sub("52 comment=", "", res) } else { NULL } } - + renv_bootstrap_install <- function(version, tarball, library) { - + # attempt to install it into project library dir.create(library, showWarnings = FALSE, recursive = TRUE) output <- renv_bootstrap_install_impl(library, tarball) - + # check for successful install status <- attr(output, "status") if (is.null(status) || identical(status, 0L)) return(status) - + # an error occurred; report it header <- "installation of renv failed" lines <- paste(rep.int("=", nchar(header)), collapse = "") text <- paste(c(header, lines, output), collapse = "\n") stop(text) - + } - + renv_bootstrap_install_impl <- function(library, tarball) { - + # invoke using system2 so we can capture and report output bin <- R.home("bin") exe <- if (Sys.info()[["sysname"]] == "Windows") "R.exe" else "R" R <- file.path(bin, exe) - + args <- c( "--vanilla", "CMD", "INSTALL", "--no-multiarch", "-l", shQuote(path.expand(library)), shQuote(path.expand(tarball)) ) - + system2(R, args, stdout = TRUE, stderr = TRUE) - + } - + renv_bootstrap_platform_prefix <- function() { - + # construct version prefix version <- paste(R.version$major, R.version$minor, sep = ".") prefix <- paste("R", numeric_version(version)[1, 1:2], sep = "-") - + # include SVN revision for development versions of R # (to avoid sharing platform-specific artefacts with released versions of R) devel <- identical(R.version[["status"]], "Under development (unstable)") || identical(R.version[["nickname"]], "Unsuffered Consequences") - + if (devel) prefix <- paste(prefix, R.version[["svn rev"]], sep = "-r") - + # build list of path components components <- c(prefix, R.version$platform) - + # include prefix if provided by user prefix <- renv_bootstrap_platform_prefix_impl() if (!is.na(prefix) && nzchar(prefix)) components <- c(prefix, components) - + # build prefix paste(components, collapse = "/") - + } - + renv_bootstrap_platform_prefix_impl <- function() { - + # if an explicit prefix has been supplied, use it prefix <- Sys.getenv("RENV_PATHS_PREFIX", unset = NA) if (!is.na(prefix)) return(prefix) - + # if the user has requested an automatic prefix, generate it auto <- Sys.getenv("RENV_PATHS_PREFIX_AUTO", unset = NA) if (auto %in% c("TRUE", "True", "true", "1")) return(renv_bootstrap_platform_prefix_auto()) - + # empty string on failure "" - + } - + renv_bootstrap_platform_prefix_auto <- function() { - + prefix <- tryCatch(renv_bootstrap_platform_os(), error = identity) if (inherits(prefix, "error") || prefix %in% "unknown") { - + msg <- paste( "failed to infer current operating system", "please file a bug report at https://github.com/rstudio/renv/issues", sep = "; " ) - + warning(msg) - + } - + prefix - + } - + renv_bootstrap_platform_os <- function() { - + sysinfo <- Sys.info() sysname <- sysinfo[["sysname"]] - + # handle Windows + macOS up front if (sysname == "Windows") return("windows") else if (sysname == "Darwin") return("macos") - + # check for os-release files for (file in c("/etc/os-release", "/usr/lib/os-release")) if (file.exists(file)) return(renv_bootstrap_platform_os_via_os_release(file, sysinfo)) - + # check for redhat-release files if (file.exists("/etc/redhat-release")) return(renv_bootstrap_platform_os_via_redhat_release()) - + "unknown" - + } - + renv_bootstrap_platform_os_via_os_release <- function(file, sysinfo) { - + # read /etc/os-release release <- utils::read.table( file = file, @@ -657,13 +657,13 @@ local({ comment.char = "#", stringsAsFactors = FALSE ) - + vars <- as.list(release$Value) names(vars) <- release$Key - + # get os name os <- tolower(sysinfo[["sysname"]]) - + # read id id <- "unknown" for (field in c("ID", "ID_LIKE")) { @@ -672,7 +672,7 @@ local({ break } } - + # read version version <- "unknown" for (field in c("UBUNTU_CODENAME", "VERSION_CODENAME", "VERSION_ID", "BUILD_ID")) { @@ -681,17 +681,17 @@ local({ break } } - + # join together paste(c(os, id, version), collapse = "-") - + } - + renv_bootstrap_platform_os_via_redhat_release <- function() { - + # read /etc/redhat-release contents <- readLines("/etc/redhat-release", warn = FALSE) - + # infer id id <- if (grepl("centos", contents, ignore.case = TRUE)) "centos" @@ -699,89 +699,89 @@ local({ "redhat" else "unknown" - + # try to find a version component (very hacky) version <- "unknown" - + parts <- strsplit(contents, "[[:space:]]")[[1L]] for (part in parts) { - + nv <- tryCatch(numeric_version(part), error = identity) if (inherits(nv, "error")) next - + version <- nv[1, 1] break - + } - + paste(c("linux", id, version), collapse = "-") - + } - + renv_bootstrap_library_root_name <- function(project) { - + # use project name as-is if requested asis <- Sys.getenv("RENV_PATHS_LIBRARY_ROOT_ASIS", unset = "FALSE") if (asis) return(basename(project)) - + # otherwise, disambiguate based on project's path id <- substring(renv_bootstrap_hash_text(project), 1L, 8L) paste(basename(project), id, sep = "-") - + } - + renv_bootstrap_library_root <- function(project) { - + prefix <- renv_bootstrap_profile_prefix() - + path <- Sys.getenv("RENV_PATHS_LIBRARY", unset = NA) if (!is.na(path)) return(paste(c(path, prefix), collapse = "/")) - + path <- renv_bootstrap_library_root_impl(project) if (!is.null(path)) { name <- renv_bootstrap_library_root_name(project) return(paste(c(path, prefix, name), collapse = "/")) } - + renv_bootstrap_paths_renv("library", project = project) - + } - + renv_bootstrap_library_root_impl <- function(project) { - + root <- Sys.getenv("RENV_PATHS_LIBRARY_ROOT", unset = NA) if (!is.na(root)) return(root) - + type <- renv_bootstrap_project_type(project) if (identical(type, "package")) { userdir <- renv_bootstrap_user_dir() return(file.path(userdir, "library")) } - + } - + renv_bootstrap_validate_version <- function(version, description = NULL) { - + # resolve description file description <- description %||% { path <- getNamespaceInfo("renv", "path") packageDescription("renv", lib.loc = dirname(path)) } - + # check whether requested version 'version' matches loaded version of renv sha <- attr(version, "sha", exact = TRUE) valid <- if (!is.null(sha)) renv_bootstrap_validate_version_dev(sha, description) else renv_bootstrap_validate_version_release(version, description) - + if (valid) return(TRUE) - + # the loaded version of renv doesn't match the requested version; # give the user instructions on how to proceed remote <- if (!is.null(description[["RemoteSha"]])) { @@ -789,13 +789,13 @@ local({ } else { paste("renv", description[["Version"]], sep = "@") } - + # display both loaded version + sha if available friendly <- renv_bootstrap_version_friendly( version = description[["Version"]], sha = description[["RemoteSha"]] ) - + fmt <- paste( "renv %1$s was loaded from project library, but this project is configured to use renv %2$s.", "- Use `renv::record(\"%3$s\")` to record renv %1$s in the lockfile.", @@ -803,90 +803,90 @@ local({ sep = "\n" ) catf(fmt, friendly, renv_bootstrap_version_friendly(version), remote) - + FALSE - + } - + renv_bootstrap_validate_version_dev <- function(version, description) { expected <- description[["RemoteSha"]] is.character(expected) && startswith(expected, version) } - + renv_bootstrap_validate_version_release <- function(version, description) { expected <- description[["Version"]] is.character(expected) && identical(expected, version) } - + renv_bootstrap_hash_text <- function(text) { - + hashfile <- tempfile("renv-hash-") on.exit(unlink(hashfile), add = TRUE) - + writeLines(text, con = hashfile) tools::md5sum(hashfile) - + } - + renv_bootstrap_load <- function(project, libpath, version) { - + # try to load renv from the project library if (!requireNamespace("renv", lib.loc = libpath, quietly = TRUE)) return(FALSE) - + # warn if the version of renv loaded does not match renv_bootstrap_validate_version(version) - + # execute renv load hooks, if any hooks <- getHook("renv::autoload") for (hook in hooks) if (is.function(hook)) tryCatch(hook(), error = warning) - + # load the project renv::load(project) - + TRUE - + } - + renv_bootstrap_profile_load <- function(project) { - + # if RENV_PROFILE is already set, just use that profile <- Sys.getenv("RENV_PROFILE", unset = NA) if (!is.na(profile) && nzchar(profile)) return(profile) - + # check for a profile file (nothing to do if it doesn't exist) path <- renv_bootstrap_paths_renv("profile", profile = FALSE, project = project) if (!file.exists(path)) return(NULL) - + # read the profile, and set it if it exists contents <- readLines(path, warn = FALSE) if (length(contents) == 0L) return(NULL) - + # set RENV_PROFILE profile <- contents[[1L]] if (!profile %in% c("", "default")) Sys.setenv(RENV_PROFILE = profile) - + profile - + } - + renv_bootstrap_profile_prefix <- function() { profile <- renv_bootstrap_profile_get() if (!is.null(profile)) return(file.path("profiles", profile, "renv")) } - + renv_bootstrap_profile_get <- function() { profile <- Sys.getenv("RENV_PROFILE", unset = "") renv_bootstrap_profile_normalize(profile) } - + renv_bootstrap_profile_set <- function(profile) { profile <- renv_bootstrap_profile_normalize(profile) if (is.null(profile)) @@ -894,25 +894,25 @@ local({ else Sys.setenv(RENV_PROFILE = profile) } - + renv_bootstrap_profile_normalize <- function(profile) { - + if (is.null(profile) || profile %in% c("", "default")) return(NULL) - + profile - + } - + renv_bootstrap_path_absolute <- function(path) { - + substr(path, 1L, 1L) %in% c("~", "/", "\\") || ( substr(path, 1L, 1L) %in% c(letters, LETTERS) && - substr(path, 2L, 3L) %in% c(":/", ":\\") + substr(path, 2L, 3L) %in% c(":/", ":\\") ) - + } - + renv_bootstrap_paths_renv <- function(..., profile = TRUE, project = NULL) { renv <- Sys.getenv("RENV_PATHS_RENV", unset = "renv") root <- if (renv_bootstrap_path_absolute(renv)) NULL else project @@ -920,50 +920,50 @@ local({ components <- c(root, renv, prefix, ...) paste(components, collapse = "/") } - + renv_bootstrap_project_type <- function(path) { - + descpath <- file.path(path, "DESCRIPTION") if (!file.exists(descpath)) return("unknown") - + desc <- tryCatch( read.dcf(descpath, all = TRUE), error = identity ) - + if (inherits(desc, "error")) return("unknown") - + type <- desc$Type if (!is.null(type)) return(tolower(type)) - + package <- desc$Package if (!is.null(package)) return("package") - + "unknown" - + } - + renv_bootstrap_user_dir <- function() { dir <- renv_bootstrap_user_dir_impl() path.expand(chartr("\\", "/", dir)) } - + renv_bootstrap_user_dir_impl <- function() { - + # use local override if set override <- getOption("renv.userdir.override") if (!is.null(override)) return(override) - + # use R_user_dir if available tools <- asNamespace("tools") if (is.function(tools$R_user_dir)) return(tools$R_user_dir("renv", "cache")) - + # try using our own backfill for older versions of R envvars <- c("R_USER_CACHE_DIR", "XDG_CACHE_HOME") for (envvar in envvars) { @@ -971,7 +971,7 @@ local({ if (!is.na(root)) return(file.path(root, "R/renv")) } - + # use platform-specific default fallbacks if (Sys.info()[["sysname"]] == "Windows") file.path(Sys.getenv("LOCALAPPDATA"), "R/cache/R/renv") @@ -979,109 +979,109 @@ local({ "~/Library/Caches/org.R-project.R/R/renv" else "~/.cache/R/renv" - + } - + renv_bootstrap_version_friendly <- function(version, sha = NULL) { sha <- sha %||% attr(version, "sha", exact = TRUE) parts <- c(version, sprintf("[sha: %s]", substring(sha, 1L, 7L))) paste(parts, collapse = " ") } - + renv_bootstrap_run <- function(version, libpath) { - + # perform bootstrap bootstrap(version, libpath) - + # exit early if we're just testing bootstrap if (!is.na(Sys.getenv("RENV_BOOTSTRAP_INSTALL_ONLY", unset = NA))) return(TRUE) - + # try again to load if (requireNamespace("renv", lib.loc = libpath, quietly = TRUE)) { return(renv::load(project = getwd())) } - + # failed to download or load renv; warn the user msg <- c( "Failed to find an renv installation: the project will not be loaded.", "Use `renv::activate()` to re-initialize the project." ) - + warning(paste(msg, collapse = "\n"), call. = FALSE) - + } - - + + renv_bootstrap_in_rstudio <- function() { commandArgs()[[1]] == "RStudio" } - + renv_json_read <- function(file = NULL, text = NULL) { - + jlerr <- NULL - + # if jsonlite is loaded, use that instead if ("jsonlite" %in% loadedNamespaces()) { - + json <- catch(renv_json_read_jsonlite(file, text)) if (!inherits(json, "error")) return(json) - + jlerr <- json - + } - + # otherwise, fall back to the default JSON reader json <- catch(renv_json_read_default(file, text)) if (!inherits(json, "error")) return(json) - + # report an error if (!is.null(jlerr)) stop(jlerr) else stop(json) - + } - + renv_json_read_jsonlite <- function(file = NULL, text = NULL) { text <- paste(text %||% read(file), collapse = "\n") jsonlite::fromJSON(txt = text, simplifyVector = FALSE) } - + renv_json_read_default <- function(file = NULL, text = NULL) { - + # find strings in the JSON text <- paste(text %||% read(file), collapse = "\n") pattern <- '["](?:(?:\\\\.)|(?:[^"\\\\]))*?["]' locs <- gregexpr(pattern, text, perl = TRUE)[[1]] - + # if any are found, replace them with placeholders replaced <- text strings <- character() replacements <- character() - + if (!identical(c(locs), -1L)) { - + # get the string values starts <- locs ends <- locs + attr(locs, "match.length") - 1L strings <- substring(text, starts, ends) - + # only keep those requiring escaping strings <- grep("[[\\]{}:]", strings, perl = TRUE, value = TRUE) - + # compute replacements replacements <- sprintf('"\032%i\032"', seq_along(strings)) - + # replace the strings mapply(function(string, replacement) { replaced <<- sub(string, replacement, replaced, fixed = TRUE) }, strings, replacements) - + } - + # transform the JSON into something the R parser understands transformed <- replaced transformed <- gsub("{}", "`names<-`(list(), character())", transformed, fixed = TRUE) @@ -1089,38 +1089,38 @@ local({ transformed <- gsub("[]}]", ")", transformed, perl = TRUE) transformed <- gsub(":", "=", transformed, fixed = TRUE) text <- paste(transformed, collapse = "\n") - + # parse it json <- parse(text = text, keep.source = FALSE, srcfile = NULL)[[1L]] - + # construct map between source strings, replaced strings map <- as.character(parse(text = strings)) names(map) <- as.character(parse(text = replacements)) - + # convert to list map <- as.list(map) - + # remap strings in object remapped <- renv_json_remap(json, map) - + # evaluate eval(remapped, envir = baseenv()) - + } - + renv_json_remap <- function(json, map) { - + # fix names if (!is.null(names(json))) { lhs <- match(names(json), names(map), nomatch = 0L) rhs <- match(names(map), names(json), nomatch = 0L) names(json)[rhs] <- map[lhs] } - + # fix values if (is.character(json)) return(map[[json]] %||% json) - + # handle true, false, null if (is.name(json)) { text <- as.character(json) @@ -1131,16 +1131,16 @@ local({ else if (text == "null") return(NULL) } - + # recurse if (is.recursive(json)) { for (i in seq_along(json)) { json[i] <- list(renv_json_remap(json[[i]], map)) } } - + json - + } # load the renv profile, if any diff --git a/tests/testthat/test-compute_duration.R b/tests/testthat/test-compute_duration.R index 83e7deb486..341cc4f61b 100644 --- a/tests/testthat/test-compute_duration.R +++ b/tests/testthat/test-compute_duration.R @@ -38,8 +38,22 @@ test_that("compute_duration Test 3: Age in years", { ) }) -## Test 4: Age in months ---- -test_that("compute_duration Test 4: Age in months", { +## Test 4: Age in YRS ---- +test_that("compute_duration Test 4: Age in YRS", { + expect_equal( + compute_duration( + ymd("1984-09-06"), + ymd("2020-02-24"), + trunc_out = TRUE, + out_unit = "YRS", + add_one = FALSE + ), + 35 + ) +}) + +## Test 5: Age in months ---- +test_that("compute_duration Test 5: Age in months", { expect_equal( compute_duration( ymd("1984-09-06"), @@ -52,8 +66,22 @@ test_that("compute_duration Test 4: Age in months", { ) }) -## Test 5: Age in weeks ---- -test_that("compute_duration Test 5: Age in weeks", { +## Test 6: Age in MOS ---- +test_that("compute_duration Test 6: Age in MOS", { + expect_equal( + compute_duration( + ymd("1984-09-06"), + ymd("2020-02-24"), + trunc_out = TRUE, + out_unit = "MOS", + add_one = FALSE + ), + 425 + ) +}) + +## Test 7: Age in wks ---- +test_that("compute_duration Test 7: Age in wks", { expect_equal( compute_duration( ymd("2020-02-03"), @@ -66,8 +94,22 @@ test_that("compute_duration Test 5: Age in weeks", { ) }) -## Test 6: Duration in hours ---- -test_that("compute_duration Test 6: Duration in hours", { +## Test 8: Age in wks ---- +test_that("compute_duration Test 8: Age in wks", { + expect_equal( + compute_duration( + ymd("2020-02-03"), + ymd("2020-02-24"), + trunc_out = TRUE, + out_unit = "wks", + add_one = FALSE + ), + 3 + ) +}) + +## Test 9: Duration in hours ---- +test_that("compute_duration Test 9: Duration in hours", { expect_equal( compute_duration( ymd_hms("2020-12-06T9:00:00"), @@ -80,9 +122,23 @@ test_that("compute_duration Test 6: Duration in hours", { ) }) +## Test 10: Duration in H ---- +test_that("compute_duration Test 10: Duration in H", { + expect_equal( + compute_duration( + ymd_hms("2020-12-06T9:00:00"), + ymd_hms("2020-12-06T13:30:00"), + out_unit = "H", + floor_in = FALSE, + add_one = FALSE + ), + 4.5 + ) +}) + -## Test 7: Duration in minutes (minutes option) ---- -test_that("compute_duration Test 7: Duration in minutes (minutes option)", { +## Test 11: Duration in minutes (minutes option) ---- +test_that("compute_duration Test 11: Duration in minutes (minutes option)", { expect_equal( compute_duration( ymd_hms("2020-12-06T13:00:00"), @@ -95,8 +151,8 @@ test_that("compute_duration Test 7: Duration in minutes (minutes option)", { ) }) -## Test 8: Duration in minutes (min option) ---- -test_that("compute_duration Test 8: Duration in minutes (min option)", { +## Test 12: Duration in minutes (min option) ---- +test_that("compute_duration Test 12: Duration in minutes (min option)", { expect_equal( compute_duration( ymd_hms("2020-12-06T13:00:00"), @@ -110,8 +166,8 @@ test_that("compute_duration Test 8: Duration in minutes (min option)", { }) -## Test 9: Duration in seconds (seconds option) ---- -test_that("compute_duration Test 9: Duration in seconds (seconds option)", { +## Test 13: Duration in seconds (seconds option) ---- +test_that("compute_duration Test 13: Duration in seconds (seconds option)", { expect_equal( compute_duration( ymd_hms("2020-12-06T13:30:00"), @@ -126,8 +182,8 @@ test_that("compute_duration Test 9: Duration in seconds (seconds option)", { -## Test 10: Duration in seconds (sec option) ---- -test_that("compute_duration Test 10: Duration in seconds (sec option)", { +## Test 14: Duration in seconds (sec option) ---- +test_that("compute_duration Test 14: Duration in seconds (sec option)", { expect_equal( compute_duration( ymd_hms("2020-12-06T13:30:00"), @@ -141,8 +197,8 @@ test_that("compute_duration Test 10: Duration in seconds (sec option)", { }) -## Test 11: Duration (instead of interval) ---- -test_that("compute_duration Test 11: Duration (instead of interval)", { +## Test 15: Duration (instead of interval) ---- +test_that("compute_duration Test 15: Duration (instead of interval)", { expect_equal( compute_duration( ymd("2000-02-01"), @@ -166,8 +222,8 @@ test_that("compute_duration Test 11: Duration (instead of interval)", { ) }) -## Test 12: Interval (instead of duration) ---- -test_that("compute_duration Test 12: Interval (instead of duration)", { +## Test 16: Interval (instead of duration) ---- +test_that("compute_duration Test 16: Interval (instead of duration)", { expect_equal( compute_duration( ymd("2000-02-01"), @@ -191,8 +247,8 @@ test_that("compute_duration Test 12: Interval (instead of duration)", { ) }) -## Test 13: Interval with duration/interval invariant units ---- -test_that("compute_duration Test 13: Interval with duration/interval invariant units", { +## Test 17: Interval with duration/interval invariant units ---- +test_that("compute_duration Test 17: Interval with duration/interval invariant units", { expect_equal( compute_duration( ymd("2000-02-01"), diff --git a/tests/testthat/test-derive_vars_aage.R b/tests/testthat/test-derive_vars_aage.R index 23248b082c..d3693fbfdf 100644 --- a/tests/testthat/test-derive_vars_aage.R +++ b/tests/testthat/test-derive_vars_aage.R @@ -5,7 +5,7 @@ test_that("derive_vars_aage Test 1: duration and unit variable are added", { ~BRTHDT, ~RANDDT, ymd("1999-09-09"), ymd("2020-02-20") ) - expected_output <- mutate(input, AAGE = 20, AAGEU = "YEARS") + expected_output <- mutate(input, AAGE = 20, AAGEU = "years") expect_dfs_equal(derive_vars_aage(input), expected_output, keys = c("BRTHDT", "RANDDT")) }) @@ -18,10 +18,11 @@ test_that("derive_vars_aage Test 2: Error is thrown when age_unit is not proper ) expect_error( derive_vars_aage(input, age_unit = "centuries"), - "`age_unit` must be one of 'years', 'months', 'weeks', 'days', 'hours', 'minutes' or 'seconds' but is 'centuries'" # nolint + "but is 'centuries'" ) }) + # derive_var_age_years ---- ## Test 3: derive_var_age_years works as expected when AGEU exists ---- test_that("derive_var_age_years Test 3: derive_var_age_years works as expected when AGEU exists", { diff --git a/tests/testthat/test-derive_vars_duration.R b/tests/testthat/test-derive_vars_duration.R index 09e6794943..69e862301f 100644 --- a/tests/testthat/test-derive_vars_duration.R +++ b/tests/testthat/test-derive_vars_duration.R @@ -20,7 +20,8 @@ test_that("derive_vars_duration Test 1: Duration and unit variable are added", { new_var_unit = AGEU, out_unit = "years", trunc_out = TRUE - ) + ) %>% + mutate(AGEU = toupper(AGEU)) expect_dfs_equal(actual_output, expected_output, keys = "USUBJID") }) @@ -46,7 +47,8 @@ test_that("derive_vars_duration Test 2: Duration and unit variable are added", { start_date = ASTDT, end_date = AENDT, out_unit = "days" - ) + ) %>% + mutate(ADURU = toupper(ADURU)) expect_dfs_equal(actual_output, expected_output, keys = "USUBJID") }) @@ -74,7 +76,8 @@ test_that("derive_vars_duration Test 3: Duration and unit variable are added", { in_unit = "minutes", out_unit = "minutes", add_one = FALSE - ) + ) %>% + mutate(ADURU = toupper(ADURU)) expect_dfs_equal(actual_output, expected_output, keys = "USUBJID") }) @@ -96,7 +99,9 @@ test_that("derive_vars_duration Test 4: type argument works for interval", { out_unit = "months", add_one = FALSE, type = "interval" - ) + ) %>% + mutate(ADURU = toupper(ADURU)) + expected_output <- dplyr::mutate( input, ADURN = c(1, 1), @@ -122,7 +127,9 @@ test_that("derive_vars_duration Test 5: type argument works for duration", { out_unit = "months", add_one = FALSE, type = "duration" - ) + ) %>% + mutate(ADURU = toupper(ADURU)) + expected_output <- dplyr::mutate( input, ADURN = c((28 / (365.25 / 12)), (29 / (365.25 / 12))), From 87873160ee80b8ea536bbcc515037f0f16227913 Mon Sep 17 00:00:00 2001 From: zdz2101 Date: Mon, 4 Dec 2023 18:02:28 +0000 Subject: [PATCH 74/98] [skip actions] Bump version to 0.12.3.9027 --- DESCRIPTION | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/DESCRIPTION b/DESCRIPTION index c8adfa8cb4..362b598f85 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,7 +1,7 @@ Type: Package Package: admiral Title: ADaM in R Asset Library -Version: 0.12.3.9026 +Version: 0.12.3.9027 Authors@R: c( person("Ben", "Straub", , "ben.x.straub@gsk.com", role = c("aut", "cre")), person("Stefan", "Bundfuss", role = "aut"), From 0cdf0d11613777f7ca18eda6af07e3728cc84e45 Mon Sep 17 00:00:00 2001 From: Edoardo Mancini <53403957+manciniedoardo@users.noreply.github.com> Date: Mon, 4 Dec 2023 18:11:08 +0000 Subject: [PATCH 75/98] Closes #2275 Cheatsheet Enhancements (#2276) #2275 updated cheatsheet Co-authored-by: Ben Straub --- inst/cheatsheet/admiral_cheatsheet.pdf | Bin 307331 -> 322723 bytes inst/cheatsheet/admiral_cheatsheet.pptx | Bin 660124 -> 667129 bytes inst/cheatsheet/cheatsheet_image.png 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zPaKcQwkYX3Md%49L^>-`#hWp5Se^NJD)lbqNO6j(uTBVr*i0sstRjuN`wuxI}V-ZUFGVKAP? ze-MTna>Y{j@3#N**o!Rw-|qcSAOAXgo6!BYq5RjFU>B@kEVf1ecWj5{GYP^pyZ;+H b$hO`}tf2}+dH Date: Thu, 23 Nov 2023 11:07:05 +0000 Subject: [PATCH 44/98] [skip actions] Bump version to 0.12.3.9013 --- DESCRIPTION | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/DESCRIPTION b/DESCRIPTION index 5807df815b..6c50a9f6cd 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,7 +1,7 @@ Type: Package Package: admiral Title: ADaM in R Asset Library -Version: 0.12.3.9012 +Version: 0.12.3.9013 Authors@R: c( person("Ben", "Straub", , "ben.x.straub@gsk.com", role = c("aut", "cre")), person("Stefan", "Bundfuss", role = "aut"), From b36feb6bfcb86d82d4efbece454544e1988c5521 Mon Sep 17 00:00:00 2001 From: Edoardo Mancini <53403957+manciniedoardo@users.noreply.github.com> Date: Mon, 27 Nov 2023 19:08:59 +0000 Subject: [PATCH 45/98] Closes #2239 changed links in Example Scripts to `use_ad_template()` (#2253) #2239 changed links in Example Scripts to `use_ad_template()` --- NEWS.md | 2 ++ vignettes/adsl.Rmd | 4 ++-- vignettes/bds_exposure.Rmd | 6 +++--- vignettes/bds_finding.Rmd | 8 ++++---- vignettes/hys_law.Rmd | 6 +++--- vignettes/occds.Rmd | 6 +++--- vignettes/pk_adnca.Rmd | 8 ++++---- 7 files changed, 21 insertions(+), 19 deletions(-) diff --git a/NEWS.md b/NEWS.md index e3433bc651..5d3e92168d 100644 --- a/NEWS.md +++ b/NEWS.md @@ -158,6 +158,8 @@ the imputation functions, e.g., `derive_vars_dtm()`. (#2222) - Moved Development Process from `admiraldev` to Contribution Model in the `admiral` website, updated GitHub strategy. (#2196) +- All "Example Script(s)" sections in the User Guide vignettes were updated to point the user towards using `use_ad_template("ADaM")` rather than linking to the template in the code repository. (#2239) + ## Various - Website now has button/links to Slack channel and GitHub Issues (#2127) diff --git a/vignettes/adsl.Rmd b/vignettes/adsl.Rmd index 0af1f414f0..577f9877ba 100644 --- a/vignettes/adsl.Rmd +++ b/vignettes/adsl.Rmd @@ -779,6 +779,6 @@ and perform associated checks can be found at the [pharmaverse E2E example](http # Example Script -ADaM | Sample Code +ADaM | Sourcing Command ---- | -------------- -ADSL | [ad_adsl.R](https://github.com/pharmaverse/admiral/blob/main/inst/templates/ad_adsl.R){target="_blank"} +ADSL | `use_ad_template("ADSL")` diff --git a/vignettes/bds_exposure.Rmd b/vignettes/bds_exposure.Rmd index fd88cd7913..e9c683e8c4 100644 --- a/vignettes/bds_exposure.Rmd +++ b/vignettes/bds_exposure.Rmd @@ -613,8 +613,8 @@ have them associated with an End to End pipeline under the umbrella of the [pharmaverse](https://github.com/pharmaverse). An example of applying metadata and perform associated checks can be found at the [pharmaverse E2E example](https://examples.pharmaverse.org/data/adsl/). -# Example Scripts {#example} +# Example Script {#example} -ADaM | Sample Code +ADaM | Sourcing Command ---- | -------------- -ADEX | [ad_adex.R](https://github.com/pharmaverse/admiral/blob/main/inst/templates/ad_adex.R){target="_blank"} +ADEX | `use_ad_template("ADEX")` diff --git a/vignettes/bds_finding.Rmd b/vignettes/bds_finding.Rmd index 1a45382e28..d7c05af96a 100644 --- a/vignettes/bds_finding.Rmd +++ b/vignettes/bds_finding.Rmd @@ -1062,8 +1062,8 @@ and perform associated checks can be found at the [pharmaverse E2E example](http # Example Scripts {#example} -ADaM | Sample Code +ADaM | Sourcing Command ---- | -------------- -ADEG | [ad_adeg.R](https://github.com/pharmaverse/admiral/blob/main/inst/templates/ad_adeg.R){target="_blank"} -ADVS | [ad_advs.R](https://github.com/pharmaverse/admiral/blob/main/inst/templates/ad_advs.R){target="_blank"} -ADLB | [ad_adlb.R](https://github.com/pharmaverse/admiral/blob/main/inst/templates/ad_adlb.R){target="_blank"} +ADEG | `use_ad_template("ADEG")` +ADVS | `use_ad_template("ADVS")` +ADLB | `use_ad_template("ADLB")` diff --git a/vignettes/hys_law.Rmd b/vignettes/hys_law.Rmd index ec22159247..bd8744329a 100644 --- a/vignettes/hys_law.Rmd +++ b/vignettes/hys_law.Rmd @@ -195,7 +195,7 @@ We hope by demonstrating the flexibility of `admiral` functions and using a gene # Example Script -ADaM | Sample Code --------| -------------- -ADLBHY | [ad_adlbhy.R](https://github.com/pharmaverse/admiral/blob/main/inst/templates/ad_adlbhy.R){target="_blank"} +ADaM | Sourcing Command +------ | -------------- +ADLBHY | `use_ad_template("ADLBHY")` diff --git a/vignettes/occds.Rmd b/vignettes/occds.Rmd index 9608f9a42c..396fd8a947 100644 --- a/vignettes/occds.Rmd +++ b/vignettes/occds.Rmd @@ -552,7 +552,7 @@ and perform associated checks can be found at the [pharmaverse E2E example](http # Example Scripts -ADaM | Sample Code +ADaM | Sourcing Command ---- | -------------- -ADAE | [`ad_adae.R`](https://github.com/pharmaverse/admiral/blob/main/inst/templates/ad_adae.R){target="_blank"} -ADCM | [`ad_adcm.R`](https://github.com/pharmaverse/admiral/blob/main/inst/templates/ad_adcm.R){target="_blank"} +ADAE | `use_ad_template("ADAE")` +ADCM | `use_ad_template("ADCM")` diff --git a/vignettes/pk_adnca.Rmd b/vignettes/pk_adnca.Rmd index c518aded18..2a5a542ded 100644 --- a/vignettes/pk_adnca.Rmd +++ b/vignettes/pk_adnca.Rmd @@ -1454,7 +1454,7 @@ example](https://examples.pharmaverse.org/data/adsl/). # Example Scripts {#example} -| ADaM | Sample Code | -|------------|------------------------------------------------------------| -| ADPC | [ad_adpc.R](https://github.com/pharmaverse/admiral/blob/main/inst/templates/ad_adpc.R){target="_blank"} | -| ADPPK | [ad_adppk.R](https://github.com/pharmaverse/admiral/blob/main/inst/templates/ad_adppk.R){target="_blank"} | +ADaM | Sourcing Command +----- | -------------- +ADPC | `use_ad_template("ADPC")` +ADPPK | `use_ad_template("ADPPK")` From 43cdba7afb867fa8a1f0c92f51ad92c1b3c2c8b4 Mon Sep 17 00:00:00 2001 From: bms63 Date: Mon, 27 Nov 2023 19:09:53 +0000 Subject: [PATCH 46/98] [skip actions] Bump version to 0.12.3.9014 --- DESCRIPTION | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/DESCRIPTION b/DESCRIPTION index 6c50a9f6cd..42858ffffc 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,7 +1,7 @@ Type: Package Package: admiral Title: ADaM in R Asset Library -Version: 0.12.3.9013 +Version: 0.12.3.9014 Authors@R: c( person("Ben", "Straub", , "ben.x.straub@gsk.com", role = c("aut", "cre")), person("Stefan", "Bundfuss", role = "aut"), From 01c7adea895c0f2073959378a775276a378d0613 Mon Sep 17 00:00:00 2001 From: G Gayatri <103511237+gg106046@users.noreply.github.com> Date: Wed, 29 Nov 2023 00:30:15 +0530 Subject: [PATCH 47/98] Closes #2178 Created `derive_vars_computed()` (#2252) * #2178 Created `derive_vars_computed()` and it's corresponding unit test and updated the NEWS.md file. * #2178 Corrected the `devtools::check()` fails * #2178 Added 'BMIBL' to the WORDLIST * #2178 Updated `derive_vars_computed()` to use `derive_param_computed()` * #2178 Updated the requested changes * #2178 Updated the document for the need of `exprs()` in the `by_vars` argument --------- Co-authored-by: Jerry Johnson Co-authored-by: Stefan Bundfuss <80953585+bundfussr@users.noreply.github.com> --- NAMESPACE | 1 + NEWS.md | 4 + R/derive_vars_computed.R | 194 +++++++++++++++++++++ man/derive_var_extreme_flag.Rd | 1 + man/derive_var_joined_exist_flag.Rd | 1 + man/derive_var_merged_ef_msrc.Rd | 1 + man/derive_var_merged_exist_flag.Rd | 1 + man/derive_var_merged_summary.Rd | 1 + man/derive_var_obs_number.Rd | 1 + man/derive_var_relative_flag.Rd | 1 + man/derive_vars_computed.Rd | 182 +++++++++++++++++++ man/derive_vars_joined.Rd | 1 + man/derive_vars_merged.Rd | 1 + man/derive_vars_merged_lookup.Rd | 1 + man/derive_vars_transposed.Rd | 1 + tests/testthat/test-derive_vars_computed.R | 136 +++++++++++++++ 16 files changed, 528 insertions(+) create mode 100644 R/derive_vars_computed.R create mode 100644 man/derive_vars_computed.Rd create mode 100644 tests/testthat/test-derive_vars_computed.R diff --git a/NAMESPACE b/NAMESPACE index faad061b0a..d124dd8876 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -101,6 +101,7 @@ export(derive_var_trtdurd) export(derive_var_trtemfl) export(derive_vars_aage) export(derive_vars_atc) +export(derive_vars_computed) export(derive_vars_dt) export(derive_vars_dtm) export(derive_vars_dtm_to_dt) diff --git a/NEWS.md b/NEWS.md index 5d3e92168d..a52e4c254d 100644 --- a/NEWS.md +++ b/NEWS.md @@ -13,6 +13,10 @@ comparing 2 numeric values. This is implemented in `admiral ` functions For more information, please see blog: [How admiral handles floating points](https://pharmaverse.github.io/blog/posts/2023-10-30_floating_point/floating_point.html) +- The new function `derive_vars_computed()` is provided which has the same +functionality as `derive_param_computed()` but instead of adding the computed +values as a new parameter, adds it as a new variable. (#2178) + ## Updates of Existing Functions - Fixed a bug in `compute_tmf()` where the time imputation flag was being incorrectly diff --git a/R/derive_vars_computed.R b/R/derive_vars_computed.R new file mode 100644 index 0000000000..264c5091df --- /dev/null +++ b/R/derive_vars_computed.R @@ -0,0 +1,194 @@ +#' Adds Variable(s) Computed from the Analysis Value of one or more Parameters +#' +#' Adds Variable(s) computed from the analysis value of one or more parameters. +#' It is expected that the value of the new variable is defined by an expression +#' using the analysis values of other parameters. For example Body Mass Index at +#' Baseline (`BMIBL`) in `ADSL` can be derived from of HEIGHT and WEIGHT +#' parameters in `ADVS`. +#' +#' @param dataset +#' +#' The variables specified by the `by_vars` parameter are expected. +#' +#' @param dataset_add Additional dataset +#' +#' The variables specified by the `by_vars` parameter are expected. +#' +#' The variable specified by `by_vars` and `PARAMCD` must be a unique key of +#' the additional dataset after restricting it by the filter condition +#' (`filter_add` parameter) and to the parameters specified by `parameters`. +#' +#' +#' @param filter_add Filter condition of additional dataset +#' +#' The specified condition is applied to the additional dataset before +#' deriving the new variable, i.e., only observations fulfilling the +#' condition are taken into account. +#' +#' *Permitted Values:* a condition +#' +#' @param parameters Required parameter codes +#' +#' It is expected that all parameter codes (`PARAMCD`) which are required to +#' derive the new variable are specified for this parameter or the +#' `constant_parameters` parameter. +#' +#' If observations should be considered which do not have a parameter code, +#' e.g., if an SDTM dataset is used, temporary parameter codes can be derived +#' by specifying a list of expressions. The name of the element defines the +#' temporary parameter code and the expression defines the condition for +#' selecting the records. For example, +#' `parameters = exprs(HGHT = VSTESTCD == "HEIGHT")` selects the observations +#' with `VSTESTCD == "HEIGHT"` from the input data (`dataset` and +#' `dataset_add`), sets `PARAMCD = "HGHT"` for these observations, and adds +#' them to the observations to consider. +#' +#' Unnamed elements in the list of expressions are considered as parameter +#' codes. For example, `parameters = exprs(WEIGHT, HGHT = VSTESTCD == +#' "HEIGHT")` uses the parameter code `"WEIGHT"` and creates a temporary +#' parameter code `"HGHT"`. +#' +#' *Permitted Values:* A character vector of `PARAMCD` values or a list of expressions +#' +#' +#' @param by_vars Grouping variables +#' +#' Grouping variables uniquely identifying a set of records for which +#' `new_vars` are to be calculated. +#' +#' *Permitted Values:* list of variables created by exprs() +#' +#' @param constant_parameters Required constant parameter codes +#' +#' It is expected that all the parameter codes (`PARAMCD`) which are required +#' to derive the new variable and are measured only once are specified here. +#' For example if BMI should be derived and height is measured only once while +#' weight is measured at each visit. Height could be specified in the +#' `constant_parameters` parameter. (Refer to the Example) +#' +#' If observations should be considered which do not have a parameter code, +#' e.g., if an SDTM dataset is used, temporary parameter codes can be derived +#' by specifying a list of expressions. The name of the element defines the +#' temporary parameter code and the expression defines the condition for +#' selecting the records. For example `constant_parameters = +#' exprs(HGHT = VSTESTCD == "HEIGHT")` selects the observations with +#' `VSTESTCD == "HEIGHT"` from the input data (`dataset` and `dataset_add`), +#' sets `PARAMCD = "HGHT"` for these observations, and adds them to the +#' observations to consider. +#' +#' Unnamed elements in the list of expressions are considered as parameter +#' codes. For example, `constant_parameters = exprs(WEIGHT, HGHT = VSTESTCD == +#' "HEIGHT")` uses the parameter code `"WEIGHT"` and creates a temporary +#' parameter code `"HGHT"`. +#' +#' *Permitted Values:* A character vector of `PARAMCD` values or a list of expressions +#' +#' @param constant_by_vars By variables for constant parameters +#' +#' The constant parameters (parameters that are measured only once) are merged +#' to the other parameters using the specified variables. +#' (Refer to the Example) +#' +#' *Permitted Values:* list of variables +#' +#' +#' @param new_vars Name of the newly created variables +#' +#' The specified variables are set to the specified values. The values of +#' variables of the parameters specified by `parameters` can be accessed using +#' `.`. For example +#' ``` +#' exprs( +#' BMIBL = (AVAL.WEIGHT / (AVAL.HEIGHT/100)^2) +#' ) +#' ``` +#' defines the value for the new variable. +#' +#' Variable names in the expression must not contain more than one dot. +#' +#' *Permitted Values:* List of variable-value pairs +#' +#' +#' @details For each group (with respect to the variables specified for the +#' `by_vars` argument), the values of the new variables (`new_vars`) are +#' computed based on the parameters in the additional dataset +#' (`dataset_add`) and then the new variables are merged to the input +#' dataset (`dataset`). +#' +#' @return The input dataset with the new variables added. +#' +#' @family der_gen +#' +#' @keywords der_gen +#' +#' @export +#' +#' @examples +#' library(tibble) +#' library(dplyr) +#' +#' # Example 1: Derive BMIBL +#' adsl <- tribble( +#' ~STUDYID, ~USUBJID, ~AGE, ~AGEU, +#' "PILOT01", "01-1302", 61, "YEARS", +#' "PILOT01", "17-1344", 64, "YEARS" +#' ) +#' +#' advs <- tribble( +#' ~STUDYID, ~USUBJID, ~PARAMCD, ~PARAM, ~VISIT, ~AVAL, ~AVALU, ~ABLFL, +#' "PILOT01", "01-1302", "HEIGHT", "Height (cm)", "SCREENING", 177.8, "cm", "Y", +#' "PILOT01", "01-1302", "WEIGHT", "Weight (kg)", "SCREENING", 81.19, "kg", "N", +#' "PILOT01", "01-1302", "WEIGHT", "Weight (kg)", "BASELINE", 82.1, "kg", "Y", +#' "PILOT01", "01-1302", "WEIGHT", "Weight (kg)", "WEEK 2", 81.19, "kg", "N", +#' "PILOT01", "01-1302", "WEIGHT", "Weight (kg)", "WEEK 4", 82.56, "kg", "N", +#' "PILOT01", "01-1302", "WEIGHT", "Weight (kg)", "WEEK 6", 80.74, "kg", "N", +#' "PILOT01", "17-1344", "HEIGHT", "Height (cm)", "SCREENING", 163.5, "cm", "Y", +#' "PILOT01", "17-1344", "WEIGHT", "Weight (kg)", "SCREENING", 58.06, "kg", "N", +#' "PILOT01", "17-1344", "WEIGHT", "Weight (kg)", "BASELINE", 58.06, "kg", "Y", +#' "PILOT01", "17-1344", "WEIGHT", "Weight (kg)", "WEEK 2", 58.97, "kg", "N", +#' "PILOT01", "17-1344", "WEIGHT", "Weight (kg)", "WEEK 4", 57.97, "kg", "N", +#' "PILOT01", "17-1344", "WEIGHT", "Weight (kg)", "WEEK 6", 58.97, "kg", "N" +#' ) +#' +#' derive_vars_computed( +#' dataset = adsl, +#' dataset_add = advs, +#' by_vars = exprs(STUDYID, USUBJID), +#' parameters = c("WEIGHT", "HEIGHT"), +#' new_vars = exprs(BMIBL = compute_bmi(height = AVAL.HEIGHT, weight = AVAL.WEIGHT)), +#' filter_add = ABLFL == "Y" +#' ) +derive_vars_computed <- function(dataset, + dataset_add, + by_vars, + parameters, + new_vars, + filter_add = NULL, + constant_by_vars = NULL, + constant_parameters = NULL) { + filter_add <- assert_filter_cond(enexpr(filter_add), optional = TRUE) + + dataset_add <- dataset_add %>% + filter_if(filter_add) + + derive_param_return <- derive_param_computed( + dataset_add = dataset_add, + by_vars = by_vars, + parameters = parameters, + set_values_to = new_vars, + constant_by_vars = constant_by_vars, + constant_parameters = constant_parameters, + keep_nas = TRUE + ) + + if (!is.null(derive_param_return)) { + derive_vars_merged( + dataset, + dataset_add = derive_param_return, + by_vars = by_vars + ) + } else { + dataset %>% + mutate(!!!setNames(rep(list(NA_integer_), length(names(new_vars))), names(new_vars))) + } +} diff --git a/man/derive_var_extreme_flag.Rd b/man/derive_var_extreme_flag.Rd index f562b7000f..7de91ea8c9 100644 --- a/man/derive_var_extreme_flag.Rd +++ b/man/derive_var_extreme_flag.Rd @@ -265,6 +265,7 @@ General Derivation Functions for all ADaMs that returns variable appended to dat \code{\link{derive_var_merged_summary}()}, \code{\link{derive_var_obs_number}()}, \code{\link{derive_var_relative_flag}()}, +\code{\link{derive_vars_computed}()}, \code{\link{derive_vars_joined}()}, \code{\link{derive_vars_merged_lookup}()}, \code{\link{derive_vars_merged}()}, diff --git a/man/derive_var_joined_exist_flag.Rd b/man/derive_var_joined_exist_flag.Rd index 1136a60f44..ee30f31622 100644 --- a/man/derive_var_joined_exist_flag.Rd +++ b/man/derive_var_joined_exist_flag.Rd @@ -486,6 +486,7 @@ General Derivation Functions for all ADaMs that returns variable appended to dat \code{\link{derive_var_merged_summary}()}, \code{\link{derive_var_obs_number}()}, \code{\link{derive_var_relative_flag}()}, +\code{\link{derive_vars_computed}()}, \code{\link{derive_vars_joined}()}, \code{\link{derive_vars_merged_lookup}()}, \code{\link{derive_vars_merged}()}, diff --git a/man/derive_var_merged_ef_msrc.Rd b/man/derive_var_merged_ef_msrc.Rd index 02296fb52f..9997eaf88b 100644 --- a/man/derive_var_merged_ef_msrc.Rd +++ b/man/derive_var_merged_ef_msrc.Rd @@ -193,6 +193,7 @@ General Derivation Functions for all ADaMs that returns variable appended to dat \code{\link{derive_var_merged_summary}()}, \code{\link{derive_var_obs_number}()}, \code{\link{derive_var_relative_flag}()}, +\code{\link{derive_vars_computed}()}, \code{\link{derive_vars_joined}()}, \code{\link{derive_vars_merged_lookup}()}, \code{\link{derive_vars_merged}()}, diff --git a/man/derive_var_merged_exist_flag.Rd b/man/derive_var_merged_exist_flag.Rd index 816de31806..17d605a944 100644 --- a/man/derive_var_merged_exist_flag.Rd +++ b/man/derive_var_merged_exist_flag.Rd @@ -151,6 +151,7 @@ General Derivation Functions for all ADaMs that returns variable appended to dat \code{\link{derive_var_merged_summary}()}, \code{\link{derive_var_obs_number}()}, \code{\link{derive_var_relative_flag}()}, +\code{\link{derive_vars_computed}()}, \code{\link{derive_vars_joined}()}, \code{\link{derive_vars_merged_lookup}()}, \code{\link{derive_vars_merged}()}, diff --git a/man/derive_var_merged_summary.Rd b/man/derive_var_merged_summary.Rd index 673d031bd9..2d17606fdd 100644 --- a/man/derive_var_merged_summary.Rd +++ b/man/derive_var_merged_summary.Rd @@ -173,6 +173,7 @@ General Derivation Functions for all ADaMs that returns variable appended to dat \code{\link{derive_var_merged_exist_flag}()}, \code{\link{derive_var_obs_number}()}, \code{\link{derive_var_relative_flag}()}, +\code{\link{derive_vars_computed}()}, \code{\link{derive_vars_joined}()}, \code{\link{derive_vars_merged_lookup}()}, \code{\link{derive_vars_merged}()}, diff --git a/man/derive_var_obs_number.Rd b/man/derive_var_obs_number.Rd index cad35415e0..1f1983b0b7 100644 --- a/man/derive_var_obs_number.Rd +++ b/man/derive_var_obs_number.Rd @@ -100,6 +100,7 @@ General Derivation Functions for all ADaMs that returns variable appended to dat \code{\link{derive_var_merged_exist_flag}()}, \code{\link{derive_var_merged_summary}()}, \code{\link{derive_var_relative_flag}()}, +\code{\link{derive_vars_computed}()}, \code{\link{derive_vars_joined}()}, \code{\link{derive_vars_merged_lookup}()}, \code{\link{derive_vars_merged}()}, diff --git a/man/derive_var_relative_flag.Rd b/man/derive_var_relative_flag.Rd index 08c9a901af..acb391990f 100644 --- a/man/derive_var_relative_flag.Rd +++ b/man/derive_var_relative_flag.Rd @@ -176,6 +176,7 @@ General Derivation Functions for all ADaMs that returns variable appended to dat \code{\link{derive_var_merged_exist_flag}()}, \code{\link{derive_var_merged_summary}()}, \code{\link{derive_var_obs_number}()}, +\code{\link{derive_vars_computed}()}, \code{\link{derive_vars_joined}()}, \code{\link{derive_vars_merged_lookup}()}, \code{\link{derive_vars_merged}()}, diff --git a/man/derive_vars_computed.Rd b/man/derive_vars_computed.Rd new file mode 100644 index 0000000000..a87343bf6c --- /dev/null +++ b/man/derive_vars_computed.Rd @@ -0,0 +1,182 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/derive_vars_computed.R +\name{derive_vars_computed} +\alias{derive_vars_computed} +\title{Adds Variable(s) Computed from the Analysis Value of one or more Parameters} +\usage{ +derive_vars_computed( + dataset, + dataset_add, + by_vars, + parameters, + new_vars, + filter_add = NULL, + constant_by_vars = NULL, + constant_parameters = NULL +) +} +\arguments{ +\item{dataset}{The variables specified by the \code{by_vars} parameter are expected.} + +\item{dataset_add}{Additional dataset + +The variables specified by the \code{by_vars} parameter are expected. + +The variable specified by \code{by_vars} and \code{PARAMCD} must be a unique key of +the additional dataset after restricting it by the filter condition +(\code{filter_add} parameter) and to the parameters specified by \code{parameters}.} + +\item{by_vars}{Grouping variables + +Grouping variables uniquely identifying a set of records for which +\code{new_vars} are to be calculated. + +\emph{Permitted Values:} list of variables created by exprs()} + +\item{parameters}{Required parameter codes + +It is expected that all parameter codes (\code{PARAMCD}) which are required to +derive the new variable are specified for this parameter or the +\code{constant_parameters} parameter. + +If observations should be considered which do not have a parameter code, +e.g., if an SDTM dataset is used, temporary parameter codes can be derived +by specifying a list of expressions. The name of the element defines the +temporary parameter code and the expression defines the condition for +selecting the records. For example, +\code{parameters = exprs(HGHT = VSTESTCD == "HEIGHT")} selects the observations +with \code{VSTESTCD == "HEIGHT"} from the input data (\code{dataset} and +\code{dataset_add}), sets \code{PARAMCD = "HGHT"} for these observations, and adds +them to the observations to consider. + +Unnamed elements in the list of expressions are considered as parameter +codes. For example, \code{parameters = exprs(WEIGHT, HGHT = VSTESTCD == "HEIGHT")} uses the parameter code \code{"WEIGHT"} and creates a temporary +parameter code \code{"HGHT"}. + +\emph{Permitted Values:} A character vector of \code{PARAMCD} values or a list of expressions} + +\item{new_vars}{Name of the newly created variables + +The specified variables are set to the specified values. The values of +variables of the parameters specified by \code{parameters} can be accessed using +\verb{.}. For example + +\if{html}{\out{