From 699356160215d21965f28ad9a5982313800e7a7a Mon Sep 17 00:00:00 2001 From: Ger Inberg Date: Wed, 21 May 2025 15:16:09 +0200 Subject: [PATCH 01/11] fix setting of continous covariates in case of multiple settings and add a test --- R/GetCovariates.R | 5 +++-- tests/testthat/test-CovariateData.R | 20 ++++++++++++++++++++ 2 files changed, 23 insertions(+), 2 deletions(-) diff --git a/R/GetCovariates.R b/R/GetCovariates.R index ac70cf47..d7bd7c80 100644 --- a/R/GetCovariates.R +++ b/R/GetCovariates.R @@ -209,10 +209,11 @@ getDbCovariateData <- function(connectionDetails = NULL, if (hasData(covariateData$covariatesContinuous)) { if (hasData(tempCovariateData$covariatesContinuous)) { Andromeda::appendToTable(covariateData$covariatesContinuous, tempCovariateData$covariatesContinuous) - } else if (hasData(tempCovariateData$covariatesContinuous)) { - covariateData$covariatesContinuous <- tempCovariateData$covariatesContinuous } + } else if (hasData(tempCovariateData$covariatesContinuous)) { + covariateData$covariatesContinuous <- tempCovariateData$covariatesContinuous } + Andromeda::appendToTable(covariateData$covariateRef, tempCovariateData$covariateRef) Andromeda::appendToTable(covariateData$analysisRef, tempCovariateData$analysisRef) for (name in names(attr(tempCovariateData, "metaData"))) { diff --git a/tests/testthat/test-CovariateData.R b/tests/testthat/test-CovariateData.R index a7ddbacf..19a5c250 100644 --- a/tests/testthat/test-CovariateData.R +++ b/tests/testthat/test-CovariateData.R @@ -188,3 +188,23 @@ test_that("getDbCovariateData settings list - check metaData", { expect_equal(length(metaData$sql), 1) expect_equal(length(metaData$sql[[1]]), 2) }) + +test_that("getDbCovariateData settings list - check covariatesContinuous", { + skip_on_cran() + skip_if_not(dbms == "sqlite" && exists("eunomiaConnection")) + covariateSettingsList <- list( + FeatureExtraction::createCovariateSettings( + useDemographicsGender = T, + useDemographicsAgeGroup = T + ), + FeatureExtraction::createDefaultCovariateSettings() + ) + covariateData <- getDbCovariateData( + connection = eunomiaConnection, + cdmDatabaseSchema = eunomiaCdmDatabaseSchema, + cohortTable = "cohort", + cohortIds = c(-1), + covariateSettings = covariateSettingsList + ) + expect_false(is.null(covariateData$covariatesContinuous)) +}) From 26f8d05fb74ec27d7082d1404ead7f28a7c52817 Mon Sep 17 00:00:00 2001 From: Ger Inberg Date: Wed, 21 May 2025 15:29:55 +0200 Subject: [PATCH 02/11] update test --- tests/testthat/test-CovariateData.R | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/tests/testthat/test-CovariateData.R b/tests/testthat/test-CovariateData.R index 19a5c250..b646c861 100644 --- a/tests/testthat/test-CovariateData.R +++ b/tests/testthat/test-CovariateData.R @@ -202,9 +202,12 @@ test_that("getDbCovariateData settings list - check covariatesContinuous", { covariateData <- getDbCovariateData( connection = eunomiaConnection, cdmDatabaseSchema = eunomiaCdmDatabaseSchema, + cohortDatabaseSchema = eunomiaOhdsiDatabaseSchema, cohortTable = "cohort", - cohortIds = c(-1), - covariateSettings = covariateSettingsList + cohortIds = c(1), + covariateSettings = covariateSettingsList, + aggregated = TRUE, + minCharacterizationMean = 0 ) expect_false(is.null(covariateData$covariatesContinuous)) }) From 6f6dbd6ed0b1f9dc8c927c485af9582c6e2a672e Mon Sep 17 00:00:00 2001 From: Martijn Schuemie Date: Mon, 16 Jun 2025 18:44:10 +0200 Subject: [PATCH 03/11] Optimizing tidyCovariates for large data. Fixes #308 (#309) Co-authored-by: ginberg Co-authored-by: Admin_mschuemi --- R/Normalization.R | 17 ++++++++++++----- 1 file changed, 12 insertions(+), 5 deletions(-) diff --git a/R/Normalization.R b/R/Normalization.R index d9704f5b..ab185bb4 100644 --- a/R/Normalization.R +++ b/R/Normalization.R @@ -179,20 +179,27 @@ tidyCovariateData <- function(covariateData, deleteCovariateIds <- c(deleteCovariateIds, toDelete$covariateId) ParallelLogger::logInfo("Removing ", nrow(toDelete), " infrequent covariates") } - if (length(deleteCovariateIds) > 0) { - newCovariates <- newCovariates %>% - filter(!.data$covariateId %in% deleteCovariateIds) - } + # When performing both filtering by covariate IDs and normalization, it is *much* faster + # to apply the filtering to the maxValuePerCovariateId table, and let the inner join + # apply the filtering to the covariate table (instead of filtering the covariate table + # directly). if (normalize) { ParallelLogger::logInfo("Normalizing covariates") + if (length(deleteCovariateIds) > 0) { + covariateData$maxValuePerCovariateId <- covariateData$maxValuePerCovariateId %>% + filter(!.data$covariateId %in% deleteCovariateIds) + } newCovariates <- newCovariates %>% inner_join(covariateData$maxValuePerCovariateId, by = "covariateId") %>% mutate(covariateValue = .data$covariateValue / .data$maxValue) %>% select(-.data$maxValue) metaData$normFactors <- covariateData$maxValuePerCovariateId %>% collect() - } + } else if (length(deleteCovariateIds) > 0) { + newCovariates <- newCovariates %>% + filter(!.data$covariateId %in% deleteCovariateIds) + } newCovariateData$covariates <- newCovariates if (!is.null(covariateData$timeRef)) { newCovariateData$timeRef <- covariateData$timeRef From f196d367b152b9ac01a76e16ff4072823b3cd724 Mon Sep 17 00:00:00 2001 From: Ger Inberg Date: Tue, 19 Aug 2025 15:24:16 +0200 Subject: [PATCH 04/11] cran submission file --- CRAN-SUBMISSION | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/CRAN-SUBMISSION b/CRAN-SUBMISSION index cc9bc5ba..94dbaa1e 100644 --- a/CRAN-SUBMISSION +++ b/CRAN-SUBMISSION @@ -1,3 +1,3 @@ -Version: 3.8.0 -Date: 2025-03-19 15:22:25 UTC -SHA: c0961a155c6fba22f3b5e4825b599f2410ed529b +Version: 3.10.0 +Date: 2025-05-08 14:58:57 UTC +SHA: 8df9728ca37ffd57da62a86032e7b492496e9bbb From 79d3b51ab915506ca0da9e45c5abbe6645d64cb5 Mon Sep 17 00:00:00 2001 From: ginberg Date: Fri, 29 Aug 2025 16:31:42 +0200 Subject: [PATCH 05/11] add params to getDBCovariateData (#312) * #292 add function to replace cohort schema and table * #292 add params * add test * doc --- R/GetCovariates.R | 11 +++++- R/GetCovariatesFromOtherCohorts.R | 39 +++++++++++++++++++ man/getDbCovariateData.Rd | 8 +++- ...placeCovariateSettingsCohortSchemaTable.Rd | 27 +++++++++++++ .../testthat/test-GetCohortBasedCovariates.R | 29 +++++++++++++- 5 files changed, 110 insertions(+), 4 deletions(-) create mode 100644 man/replaceCovariateSettingsCohortSchemaTable.Rd diff --git a/R/GetCovariates.R b/R/GetCovariates.R index d7bd7c80..a0f11a91 100644 --- a/R/GetCovariates.R +++ b/R/GetCovariates.R @@ -69,6 +69,8 @@ #' @param tempEmulationSchema Some database platforms like Oracle and Impala do not truly support #' temp tables. To emulate temp tables, provide a schema with write #' privileges where temp tables can be created. +#' @param covariateCohortDatabaseSchema The database schema where the cohorts used to define the covariates can be found. +#' @param covariateCohortTable The table where the cohorts used to define the covariates can be found. #' #' @return #' Returns an object of type \code{covariateData}, containing information on the covariates. @@ -113,7 +115,9 @@ getDbCovariateData <- function(connectionDetails = NULL, covariateSettings, aggregated = FALSE, minCharacterizationMean = 0, - tempEmulationSchema = getOption("sqlRenderTempEmulationSchema")) { + tempEmulationSchema = getOption("sqlRenderTempEmulationSchema"), + covariateCohortDatabaseSchema = NULL, + covariateCohortTable = NULL) { if (is.null(connectionDetails) && is.null(connection)) { stop("Need to provide either connectionDetails or connection") } @@ -181,6 +185,11 @@ getDbCovariateData <- function(connectionDetails = NULL, hasData <- function(data) { return(!is.null(data) && (data %>% count() %>% pull()) > 0) } + if (!is.null(covariateCohortDatabaseSchema) && !is.null(covariateCohortTable)) { + covariateSettings <- replaceCovariateSettingsCohortSchemaTable(covariateSettings, + covariateCohortDatabaseSchema, + covariateCohortTable) + } for (i in 1:length(covariateSettings)) { fun <- attr(covariateSettings[[i]], "fun") args <- list( diff --git a/R/GetCovariatesFromOtherCohorts.R b/R/GetCovariatesFromOtherCohorts.R index ca40bbbc..ca51742f 100644 --- a/R/GetCovariatesFromOtherCohorts.R +++ b/R/GetCovariatesFromOtherCohorts.R @@ -325,3 +325,42 @@ warnIfPredefined <- function(analysisId, temporal = FALSE) { warning(sprintf("Analysis ID %d also used for prespecified analysis '%s'.", analysisId, preSpecAnalysis$analysisName)) } } + +#' Utility function to set the cohort table & schema on createCohortBasedCovariateSettings +#' with information from the execution settings +#' +#' @param covariateSettings An object of type \code{covariateSettings} +#' @param covariateCohortDatabaseSchema The database schema where the cohorts used to define the covariates can be found. +#' @param covariateCohortTable The table where the cohorts used to define the covariates can be found. +#' +#' @return +#' An object of type \code{covariateSettings} +#' +replaceCovariateSettingsCohortSchemaTable <- function(covariateSettings, + covariateCohortDatabaseSchema, + covariateCohortTable) { + errorMessages <- checkmate::makeAssertCollection() + checkmate::assertList(covariateSettings, min.len = 1, add = errorMessages) + checkmate::assertCharacter(covariateCohortDatabaseSchema, add = errorMessages) + checkmate::assertCharacter(covariateCohortTable, add = errorMessages) + checkmate::reportAssertions(collection = errorMessages) + + replaceProperties <- function(s) { + if (inherits(s, "covariateSettings") && "fun" %in% names(attributes(s))) { + if (attr(s, "fun") == "getDbCohortBasedCovariatesData") { + # Set the covariateCohortDatabaseSchema & covariateCohortTable values + s$covariateCohortDatabaseSchema <- covariateCohortDatabaseSchema + s$covariateCohortTable <- covariateCohortTable + } + } + return(s) + } + if (is.null(names(covariateSettings))) { + # List of lists + modifiedCovariateSettings <- lapply(covariateSettings, replaceProperties) + } else { + # Plain list + modifiedCovariateSettings <- replaceProperties(covariateSettings) + } + return(modifiedCovariateSettings) +} diff --git a/man/getDbCovariateData.Rd b/man/getDbCovariateData.Rd index 74c36795..92aa19bb 100644 --- a/man/getDbCovariateData.Rd +++ b/man/getDbCovariateData.Rd @@ -19,7 +19,9 @@ getDbCovariateData( covariateSettings, aggregated = FALSE, minCharacterizationMean = 0, - tempEmulationSchema = getOption("sqlRenderTempEmulationSchema") + tempEmulationSchema = getOption("sqlRenderTempEmulationSchema"), + covariateCohortDatabaseSchema = NULL, + covariateCohortTable = NULL ) } \arguments{ @@ -81,6 +83,10 @@ on covariates that have very low values. The default is 0.} \item{tempEmulationSchema}{Some database platforms like Oracle and Impala do not truly support temp tables. To emulate temp tables, provide a schema with write privileges where temp tables can be created.} + +\item{covariateCohortDatabaseSchema}{The database schema where the cohorts used to define the covariates can be found.} + +\item{covariateCohortTable}{The table where the cohorts used to define the covariates can be found.} } \value{ Returns an object of type \code{covariateData}, containing information on the covariates. diff --git a/man/replaceCovariateSettingsCohortSchemaTable.Rd b/man/replaceCovariateSettingsCohortSchemaTable.Rd new file mode 100644 index 00000000..29c14639 --- /dev/null +++ b/man/replaceCovariateSettingsCohortSchemaTable.Rd @@ -0,0 +1,27 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/GetCovariatesFromOtherCohorts.R +\name{replaceCovariateSettingsCohortSchemaTable} +\alias{replaceCovariateSettingsCohortSchemaTable} +\title{Utility function to set the cohort table & schema on createCohortBasedCovariateSettings +with information from the execution settings} +\usage{ +replaceCovariateSettingsCohortSchemaTable( + covariateSettings, + covariateCohortDatabaseSchema, + covariateCohortTable +) +} +\arguments{ +\item{covariateSettings}{An object of type \code{covariateSettings}} + +\item{covariateCohortDatabaseSchema}{The database schema where the cohorts used to define the covariates can be found.} + +\item{covariateCohortTable}{The table where the cohorts used to define the covariates can be found.} +} +\value{ +An object of type \code{covariateSettings} +} +\description{ +Utility function to set the cohort table & schema on createCohortBasedCovariateSettings +with information from the execution settings +} diff --git a/tests/testthat/test-GetCohortBasedCovariates.R b/tests/testthat/test-GetCohortBasedCovariates.R index 34e8bccd..102f267a 100644 --- a/tests/testthat/test-GetCohortBasedCovariates.R +++ b/tests/testthat/test-GetCohortBasedCovariates.R @@ -70,7 +70,8 @@ dropCohortBasedCovariateTestData <- function(connection, } # Database specific tests --------------- -runCohortBasedBinaryNonAggTest <- function(connection, cdmDatabaseSchema, ohdsiDatabaseSchema, cohortTable) { +runCohortBasedBinaryNonAggTest <- function(connection, cdmDatabaseSchema, ohdsiDatabaseSchema, cohortTable, + covariateCohortDatabaseSchema = NULL, covariateCohortTable = NULL) { createCohortBasedCovariateTestData( connection = connection, databaseSchema = ohdsiDatabaseSchema, @@ -99,7 +100,9 @@ runCohortBasedBinaryNonAggTest <- function(connection, cdmDatabaseSchema, ohdsiD cdmVersion = "5", rowIdField = "subject_id", covariateSettings = settings, - aggregated = FALSE + aggregated = FALSE, + covariateCohortDatabaseSchema = covariateCohortDatabaseSchema, + covariateCohortTable = covariateCohortTable ) covariates <- dplyr::collect(covs$covariates) @@ -485,6 +488,28 @@ test_that("Cohort-based covariates: binary, non-aggregated on Eunomia", { ) }) +test_that("Cohort-based covariates: binary, non-aggregated, custom covariate cohort schema/table on Eunomia", { + skip_if_not(dbms == "sqlite" && exists("eunomiaConnection")) + runCohortBasedBinaryNonAggTest( + connection = eunomiaConnection, + cdmDatabaseSchema = eunomiaCdmDatabaseSchema, + ohdsiDatabaseSchema = eunomiaOhdsiDatabaseSchema, + cohortTable = "cohort_cov", + covariateCohortDatabaseSchema = eunomiaOhdsiDatabaseSchema, + covariateCohortTable = "cohort_cov" + ) + testthat::expect_error( + runCohortBasedBinaryNonAggTest( + connection = eunomiaConnection, + cdmDatabaseSchema = eunomiaCdmDatabaseSchema, + ohdsiDatabaseSchema = eunomiaOhdsiDatabaseSchema, + cohortTable = "cohort_cov", + covariateCohortDatabaseSchema = "unknown", + covariateCohortTable = "unknown" + ), + "no such table: unknown.unknown") +}) + test_that("Cohort-based covariates: binary, aggregated on Eunomia", { skip_on_cran() skip_if_not(dbms == "sqlite" && exists("eunomiaConnection")) From 784c4a8dcda6fc0301c8b0823efdfccb1291745e Mon Sep 17 00:00:00 2001 From: Ger Inberg Date: Mon, 1 Sep 2025 11:50:41 +0200 Subject: [PATCH 06/11] v3.11.0 --- DESCRIPTION | 4 +- R/GetCovariates.R | 12 +- R/GetCovariatesFromOtherCohorts.R | 8 +- R/Normalization.R | 8 +- docs/404.html | 2 +- ...CreatingCovariatesBasedOnOtherCohorts.html | 4 +- ...eatingCovariatesUsingCohortAttributes.html | 4 +- .../CreatingCustomCovariateBuilders.html | 4 +- ...CreatingCustomCovariateBuildersKorean.html | 4 +- docs/articles/UsingFeatureExtraction.html | 4 +- .../UsingFeatureExtractionKorean.html | 4 +- docs/articles/index.html | 2 +- docs/authors.html | 6 +- docs/index.html | 2 +- docs/news/index.html | 4 +- docs/pkgdown.yml | 4 +- docs/reference/CovariateData-class.html | 2 +- docs/reference/FeatureExtraction-package.html | 2 +- docs/reference/aggregateCovariates.html | 4 +- .../computeStandardizedDifference.html | 5 +- ...vertPrespecSettingsToDetailedSettings.html | 2 +- docs/reference/createAnalysisDetails.html | 2 +- .../createCohortAttrCovariateSettings.html | 2 +- .../createCohortBasedCovariateSettings.html | 2 +- ...eCohortBasedTemporalCovariateSettings.html | 2 +- docs/reference/createCovariateSettings.html | 2 +- .../createDefaultCovariateSettings.html | 2 +- ...reateDefaultTemporalCovariateSettings.html | 2 +- .../createDetailedCovariateSettings.html | 2 +- ...eateDetailedTemporalCovariateSettings.html | 2 +- docs/reference/createEmptyCovariateData.html | 2 +- docs/reference/createTable1.html | 10 +- .../createTable1CovariateSettings.html | 2 +- .../createTemporalCovariateSettings.html | 2 +- ...eateTemporalSequenceCovariateSettings.html | 2 +- .../dot-createLooCovariateSettings.html | 2 +- docs/reference/dot-getDbLooCovariateData.html | 2 +- .../reference/filterByCohortDefinitionId.html | 2 +- docs/reference/filterByRowId.html | 2 +- .../getDbCohortAttrCovariatesData.html | 6 +- .../getDbCohortBasedCovariatesData.html | 2 +- docs/reference/getDbCovariateData.html | 18 ++- docs/reference/getDbDefaultCovariateData.html | 6 +- .../getDefaultTable1Specifications.html | 2 +- docs/reference/index.html | 6 +- docs/reference/isAggregatedCovariateData.html | 2 +- docs/reference/isCovariateData.html | 5 +- docs/reference/isTemporalCovariateData.html | 2 +- docs/reference/loadCovariateData.html | 5 +- ...aceCovariateSettingsCohortSchemaTable.html | 137 ++++++++++++++++++ docs/reference/saveCovariateData.html | 2 +- docs/reference/tidyCovariateData.html | 4 +- docs/sitemap.xml | 1 + extras/FeatureExtraction.pdf | Bin 169032 -> 172554 bytes .../CreatingCovariatesBasedOnOtherCohorts.pdf | Bin 230337 -> 230391 bytes ...reatingCovariatesUsingCohortAttributes.pdf | Bin 218985 -> 219041 bytes inst/doc/CreatingCustomCovariateBuilders.pdf | Bin 228004 -> 228059 bytes .../CreatingCustomCovariateBuildersKorean.pdf | Bin 317727 -> 317788 bytes inst/doc/UsingFeatureExtraction.pdf | Bin 264369 -> 264419 bytes inst/doc/UsingFeatureExtractionKorean.pdf | Bin 414817 -> 414888 bytes ....10.0.jar => featureExtraction-3.11.0.jar} | Bin ...placeCovariateSettingsCohortSchemaTable.Rd | 4 +- tests/testthat/test-CovariateData.R | 2 +- .../testthat/test-GetCohortBasedCovariates.R | 11 +- 64 files changed, 254 insertions(+), 96 deletions(-) create mode 100644 docs/reference/replaceCovariateSettingsCohortSchemaTable.html rename inst/java/{featureExtraction-3.10.0.jar => featureExtraction-3.11.0.jar} (100%) diff --git a/DESCRIPTION b/DESCRIPTION index a7f06bdb..0decc0a3 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,8 +1,8 @@ Package: FeatureExtraction Type: Package Title: Generating Features for a Cohort -Version: 3.10.0 -Date: 2025-05-08 +Version: 3.11.0 +Date: 2025-09-01 Authors@R: c( person("Martijn", "Schuemie", , "schuemie@ohdsi.org", role = c("aut")), person("Marc", "Suchard", role = c("aut")), diff --git a/R/GetCovariates.R b/R/GetCovariates.R index a0f11a91..cf2793c5 100644 --- a/R/GetCovariates.R +++ b/R/GetCovariates.R @@ -70,7 +70,7 @@ #' temp tables. To emulate temp tables, provide a schema with write #' privileges where temp tables can be created. #' @param covariateCohortDatabaseSchema The database schema where the cohorts used to define the covariates can be found. -#' @param covariateCohortTable The table where the cohorts used to define the covariates can be found. +#' @param covariateCohortTable The table where the cohorts used to define the covariates can be found. #' #' @return #' Returns an object of type \code{covariateData}, containing information on the covariates. @@ -186,9 +186,11 @@ getDbCovariateData <- function(connectionDetails = NULL, return(!is.null(data) && (data %>% count() %>% pull()) > 0) } if (!is.null(covariateCohortDatabaseSchema) && !is.null(covariateCohortTable)) { - covariateSettings <- replaceCovariateSettingsCohortSchemaTable(covariateSettings, - covariateCohortDatabaseSchema, - covariateCohortTable) + covariateSettings <- replaceCovariateSettingsCohortSchemaTable( + covariateSettings, + covariateCohortDatabaseSchema, + covariateCohortTable + ) } for (i in 1:length(covariateSettings)) { fun <- attr(covariateSettings[[i]], "fun") @@ -222,7 +224,7 @@ getDbCovariateData <- function(connectionDetails = NULL, } else if (hasData(tempCovariateData$covariatesContinuous)) { covariateData$covariatesContinuous <- tempCovariateData$covariatesContinuous } - + Andromeda::appendToTable(covariateData$covariateRef, tempCovariateData$covariateRef) Andromeda::appendToTable(covariateData$analysisRef, tempCovariateData$analysisRef) for (name in names(attr(tempCovariateData, "metaData"))) { diff --git a/R/GetCovariatesFromOtherCohorts.R b/R/GetCovariatesFromOtherCohorts.R index ca51742f..947efc9f 100644 --- a/R/GetCovariatesFromOtherCohorts.R +++ b/R/GetCovariatesFromOtherCohorts.R @@ -326,9 +326,9 @@ warnIfPredefined <- function(analysisId, temporal = FALSE) { } } -#' Utility function to set the cohort table & schema on createCohortBasedCovariateSettings +#' Utility function to set the cohort table & schema on createCohortBasedCovariateSettings #' with information from the execution settings -#' +#' #' @param covariateSettings An object of type \code{covariateSettings} #' @param covariateCohortDatabaseSchema The database schema where the cohorts used to define the covariates can be found. #' @param covariateCohortTable The table where the cohorts used to define the covariates can be found. @@ -336,7 +336,7 @@ warnIfPredefined <- function(analysisId, temporal = FALSE) { #' @return #' An object of type \code{covariateSettings} #' -replaceCovariateSettingsCohortSchemaTable <- function(covariateSettings, +replaceCovariateSettingsCohortSchemaTable <- function(covariateSettings, covariateCohortDatabaseSchema, covariateCohortTable) { errorMessages <- checkmate::makeAssertCollection() @@ -344,7 +344,7 @@ replaceCovariateSettingsCohortSchemaTable <- function(covariateSettings, checkmate::assertCharacter(covariateCohortDatabaseSchema, add = errorMessages) checkmate::assertCharacter(covariateCohortTable, add = errorMessages) checkmate::reportAssertions(collection = errorMessages) - + replaceProperties <- function(s) { if (inherits(s, "covariateSettings") && "fun" %in% names(attributes(s))) { if (attr(s, "fun") == "getDbCohortBasedCovariatesData") { diff --git a/R/Normalization.R b/R/Normalization.R index ab185bb4..a86ab7b2 100644 --- a/R/Normalization.R +++ b/R/Normalization.R @@ -181,8 +181,8 @@ tidyCovariateData <- function(covariateData, } # When performing both filtering by covariate IDs and normalization, it is *much* faster - # to apply the filtering to the maxValuePerCovariateId table, and let the inner join - # apply the filtering to the covariate table (instead of filtering the covariate table + # to apply the filtering to the maxValuePerCovariateId table, and let the inner join + # apply the filtering to the covariate table (instead of filtering the covariate table # directly). if (normalize) { ParallelLogger::logInfo("Normalizing covariates") @@ -198,8 +198,8 @@ tidyCovariateData <- function(covariateData, collect() } else if (length(deleteCovariateIds) > 0) { newCovariates <- newCovariates %>% - filter(!.data$covariateId %in% deleteCovariateIds) - } + filter(!.data$covariateId %in% deleteCovariateIds) + } newCovariateData$covariates <- newCovariates if (!is.null(covariateData$timeRef)) { newCovariateData$timeRef <- covariateData$timeRef diff --git a/docs/404.html b/docs/404.html index d26137e4..53732860 100644 --- a/docs/404.html +++ b/docs/404.html @@ -32,7 +32,7 @@ FeatureExtraction - 3.10.0 + 3.11.0 diff --git a/docs/articles/CreatingCovariatesBasedOnOtherCohorts.html b/docs/articles/CreatingCovariatesBasedOnOtherCohorts.html index 2908d93b..0c1fbc0a 100644 --- a/docs/articles/CreatingCovariatesBasedOnOtherCohorts.html +++ b/docs/articles/CreatingCovariatesBasedOnOtherCohorts.html @@ -32,7 +32,7 @@ FeatureExtraction - 3.10.0 + 3.11.0 @@ -99,7 +99,7 @@

Creating covariates based on other cohorts

Martijn J. Schuemie

-

2025-05-08

+

2025-09-01

Source: vignettes/CreatingCovariatesBasedOnOtherCohorts.Rmd diff --git a/docs/articles/CreatingCovariatesUsingCohortAttributes.html b/docs/articles/CreatingCovariatesUsingCohortAttributes.html index 56680ebf..ba113482 100644 --- a/docs/articles/CreatingCovariatesUsingCohortAttributes.html +++ b/docs/articles/CreatingCovariatesUsingCohortAttributes.html @@ -32,7 +32,7 @@ FeatureExtraction - 3.10.0 + 3.11.0 @@ -99,7 +99,7 @@

Creating covariates using cohort attributes

Martijn J. Schuemie

-

2025-05-08

+

2025-09-01

Source: vignettes/CreatingCovariatesUsingCohortAttributes.Rmd diff --git a/docs/articles/CreatingCustomCovariateBuilders.html b/docs/articles/CreatingCustomCovariateBuilders.html index 2002318a..7132b505 100644 --- a/docs/articles/CreatingCustomCovariateBuilders.html +++ b/docs/articles/CreatingCustomCovariateBuilders.html @@ -32,7 +32,7 @@ FeatureExtraction - 3.10.0 + 3.11.0 @@ -99,7 +99,7 @@

Creating custom covariate builders

Martijn J. Schuemie

-

2025-05-08

+

2025-09-01

Source: vignettes/CreatingCustomCovariateBuilders.Rmd diff --git a/docs/articles/CreatingCustomCovariateBuildersKorean.html b/docs/articles/CreatingCustomCovariateBuildersKorean.html index 659de548..65788fba 100644 --- a/docs/articles/CreatingCustomCovariateBuildersKorean.html +++ b/docs/articles/CreatingCustomCovariateBuildersKorean.html @@ -32,7 +32,7 @@ FeatureExtraction - 3.10.0 + 3.11.0 @@ -99,7 +99,7 @@

Creating custom covariate builders (Korean)

Jeon Ga Bin & Martijn J. Schuemie

-

2025-05-08

+

2025-09-01

Source: vignettes/CreatingCustomCovariateBuildersKorean.Rmd diff --git a/docs/articles/UsingFeatureExtraction.html b/docs/articles/UsingFeatureExtraction.html index 7acb0b50..f28ef78b 100644 --- a/docs/articles/UsingFeatureExtraction.html +++ b/docs/articles/UsingFeatureExtraction.html @@ -32,7 +32,7 @@ FeatureExtraction - 3.10.0 + 3.11.0 @@ -99,7 +99,7 @@

Using FeatureExtraction

Martijn J. Schuemie

-

2025-05-08

+

2025-09-01

Source: vignettes/UsingFeatureExtraction.Rmd diff --git a/docs/articles/UsingFeatureExtractionKorean.html b/docs/articles/UsingFeatureExtractionKorean.html index fa0ded30..f4d59d73 100644 --- a/docs/articles/UsingFeatureExtractionKorean.html +++ b/docs/articles/UsingFeatureExtractionKorean.html @@ -32,7 +32,7 @@ FeatureExtraction - 3.10.0 + 3.11.0 @@ -99,7 +99,7 @@

Using FeatureExtraction (Korean)

Jeon Ga Bin & Martijn J. Schuemie

-

2025-05-08

+

2025-09-01

Source: vignettes/UsingFeatureExtractionKorean.Rmd diff --git a/docs/articles/index.html b/docs/articles/index.html index c0abf04e..a140c5c7 100644 --- a/docs/articles/index.html +++ b/docs/articles/index.html @@ -17,7 +17,7 @@ FeatureExtraction - 3.10.0 + 3.11.0 diff --git a/docs/authors.html b/docs/authors.html index d911940e..b41cb9e4 100644 --- a/docs/authors.html +++ b/docs/authors.html @@ -17,7 +17,7 @@ FeatureExtraction - 3.10.0 + 3.11.0 @@ -115,13 +115,13 @@

Citation

Schuemie M, Suchard M, Ryan P, Reps J, Sena A, Inberg G (2025). FeatureExtraction: Generating Features for a Cohort. -R package version 3.10.0, https://github.com/OHDSI/FeatureExtraction. +R package version 3.11.0, https://github.com/OHDSI/FeatureExtraction.

@Manual{,
   title = {FeatureExtraction: Generating Features for a Cohort},
   author = {Martijn Schuemie and Marc Suchard and Patrick Ryan and Jenna Reps and Anthony Sena and Ger Inberg},
   year = {2025},
-  note = {R package version 3.10.0},
+  note = {R package version 3.11.0},
   url = {https://github.com/OHDSI/FeatureExtraction},
 }
diff --git a/docs/index.html b/docs/index.html index 8bcac0df..3a0e982a 100644 --- a/docs/index.html +++ b/docs/index.html @@ -33,7 +33,7 @@ FeatureExtraction - 3.10.0 + 3.11.0 diff --git a/docs/news/index.html b/docs/news/index.html index 50c8b3d3..9b302eb3 100644 --- a/docs/news/index.html +++ b/docs/news/index.html @@ -17,7 +17,7 @@ FeatureExtraction - 3.10.0 + 3.11.0 @@ -76,7 +76,7 @@

Changelog

- +
  • Require Andromeda version 1.0.0 (#303)
diff --git a/docs/pkgdown.yml b/docs/pkgdown.yml index 4c631cfe..9e30e0eb 100644 --- a/docs/pkgdown.yml +++ b/docs/pkgdown.yml @@ -1,4 +1,4 @@ -pandoc: '3.2' +pandoc: '3.4' pkgdown: 2.1.0 pkgdown_sha: ~ articles: @@ -8,4 +8,4 @@ articles: CreatingCustomCovariateBuildersKorean: CreatingCustomCovariateBuildersKorean.html UsingFeatureExtraction: UsingFeatureExtraction.html UsingFeatureExtractionKorean: UsingFeatureExtractionKorean.html -last_built: 2025-05-08T13:26Z +last_built: 2025-09-01T09:33Z diff --git a/docs/reference/CovariateData-class.html b/docs/reference/CovariateData-class.html index 9e187134..e74ae54c 100644 --- a/docs/reference/CovariateData-class.html +++ b/docs/reference/CovariateData-class.html @@ -25,7 +25,7 @@ FeatureExtraction - 3.10.0 + 3.11.0
diff --git a/docs/reference/FeatureExtraction-package.html b/docs/reference/FeatureExtraction-package.html index be11f84b..8a443d13 100644 --- a/docs/reference/FeatureExtraction-package.html +++ b/docs/reference/FeatureExtraction-package.html @@ -17,7 +17,7 @@ FeatureExtraction - 3.10.0 + 3.11.0 diff --git a/docs/reference/aggregateCovariates.html b/docs/reference/aggregateCovariates.html index 1ee28171..29966a18 100644 --- a/docs/reference/aggregateCovariates.html +++ b/docs/reference/aggregateCovariates.html @@ -17,7 +17,7 @@ FeatureExtraction - 3.10.0 + 3.11.0 @@ -107,7 +107,7 @@

Examples

temporal = FALSE ) aggregatedCovariateData <- aggregateCovariates(covariateData) -#> Aggregating covariates took 0.406 secs +#> Aggregating covariates took 0.53 secs # } diff --git a/docs/reference/computeStandardizedDifference.html b/docs/reference/computeStandardizedDifference.html index 2ca0ea04..3d750b94 100644 --- a/docs/reference/computeStandardizedDifference.html +++ b/docs/reference/computeStandardizedDifference.html @@ -18,7 +18,7 @@ FeatureExtraction - 3.10.0 + 3.11.0 @@ -123,7 +123,8 @@

Value

Examples

# \donttest{
 binaryCovDataFile <- system.file("testdata/binaryCovariateData.zip",
-  package = "FeatureExtraction")
+  package = "FeatureExtraction"
+)
 covariateData1 <- loadCovariateData(binaryCovDataFile)
 covariateData2 <- loadCovariateData(binaryCovDataFile)
 covDataDiff <- computeStandardizedDifference(
diff --git a/docs/reference/convertPrespecSettingsToDetailedSettings.html b/docs/reference/convertPrespecSettingsToDetailedSettings.html
index e6100edb..8986e829 100644
--- a/docs/reference/convertPrespecSettingsToDetailedSettings.html
+++ b/docs/reference/convertPrespecSettingsToDetailedSettings.html
@@ -17,7 +17,7 @@
       
       
         FeatureExtraction
-        3.10.0
+        3.11.0
       
     
diff --git a/docs/reference/createAnalysisDetails.html b/docs/reference/createAnalysisDetails.html index dfb1d4b6..ad2e3cbb 100644 --- a/docs/reference/createAnalysisDetails.html +++ b/docs/reference/createAnalysisDetails.html @@ -17,7 +17,7 @@ FeatureExtraction - 3.10.0 + 3.11.0 diff --git a/docs/reference/createCohortAttrCovariateSettings.html b/docs/reference/createCohortAttrCovariateSettings.html index 90c5cf11..ba20f79f 100644 --- a/docs/reference/createCohortAttrCovariateSettings.html +++ b/docs/reference/createCohortAttrCovariateSettings.html @@ -17,7 +17,7 @@ FeatureExtraction - 3.10.0 + 3.11.0 diff --git a/docs/reference/createCohortBasedCovariateSettings.html b/docs/reference/createCohortBasedCovariateSettings.html index b41aa404..721c003f 100644 --- a/docs/reference/createCohortBasedCovariateSettings.html +++ b/docs/reference/createCohortBasedCovariateSettings.html @@ -17,7 +17,7 @@ FeatureExtraction - 3.10.0 + 3.11.0 diff --git a/docs/reference/createCohortBasedTemporalCovariateSettings.html b/docs/reference/createCohortBasedTemporalCovariateSettings.html index c84e4850..7e4e4bc9 100644 --- a/docs/reference/createCohortBasedTemporalCovariateSettings.html +++ b/docs/reference/createCohortBasedTemporalCovariateSettings.html @@ -17,7 +17,7 @@ FeatureExtraction - 3.10.0 + 3.11.0 diff --git a/docs/reference/createCovariateSettings.html b/docs/reference/createCovariateSettings.html index a8717e7c..24b2f95b 100644 --- a/docs/reference/createCovariateSettings.html +++ b/docs/reference/createCovariateSettings.html @@ -17,7 +17,7 @@ FeatureExtraction - 3.10.0 + 3.11.0 diff --git a/docs/reference/createDefaultCovariateSettings.html b/docs/reference/createDefaultCovariateSettings.html index 03e313ad..601bb909 100644 --- a/docs/reference/createDefaultCovariateSettings.html +++ b/docs/reference/createDefaultCovariateSettings.html @@ -17,7 +17,7 @@ FeatureExtraction - 3.10.0 + 3.11.0 diff --git a/docs/reference/createDefaultTemporalCovariateSettings.html b/docs/reference/createDefaultTemporalCovariateSettings.html index b175b451..0bf737a9 100644 --- a/docs/reference/createDefaultTemporalCovariateSettings.html +++ b/docs/reference/createDefaultTemporalCovariateSettings.html @@ -17,7 +17,7 @@ FeatureExtraction - 3.10.0 + 3.11.0 diff --git a/docs/reference/createDetailedCovariateSettings.html b/docs/reference/createDetailedCovariateSettings.html index 003e9dc1..b1d8c8ea 100644 --- a/docs/reference/createDetailedCovariateSettings.html +++ b/docs/reference/createDetailedCovariateSettings.html @@ -17,7 +17,7 @@ FeatureExtraction - 3.10.0 + 3.11.0 diff --git a/docs/reference/createDetailedTemporalCovariateSettings.html b/docs/reference/createDetailedTemporalCovariateSettings.html index 6614e37e..b2ab9eb5 100644 --- a/docs/reference/createDetailedTemporalCovariateSettings.html +++ b/docs/reference/createDetailedTemporalCovariateSettings.html @@ -17,7 +17,7 @@ FeatureExtraction - 3.10.0 + 3.11.0 diff --git a/docs/reference/createEmptyCovariateData.html b/docs/reference/createEmptyCovariateData.html index d0fecc2f..1a557ec4 100644 --- a/docs/reference/createEmptyCovariateData.html +++ b/docs/reference/createEmptyCovariateData.html @@ -17,7 +17,7 @@ FeatureExtraction - 3.10.0 + 3.11.0 diff --git a/docs/reference/createTable1.html b/docs/reference/createTable1.html index 723e76c5..7b72572d 100644 --- a/docs/reference/createTable1.html +++ b/docs/reference/createTable1.html @@ -18,7 +18,7 @@ FeatureExtraction - 3.10.0 + 3.11.0 @@ -199,9 +199,9 @@

Examples

#> Connecting using SQLite driver #> Constructing features on server #> | | | 0% | | | 1% | |= | 1% | |= | 2% | |== | 2% | |== | 3% | |=== | 4% | |=== | 5% | |==== | 5% | |==== | 6% | |===== | 7% | |===== | 8% | |====== | 8% | |====== | 9% | |======= | 10% | |======= | 11% | |======== | 11% | |======== | 12% | |========= | 12% | |========= | 13% | |========== | 14% | |========== | 15% | |=========== | 15% | |=========== | 16% | |============ | 16% | |============ | 17% | |============ | 18% | |============= | 18% | |============= | 19% | |============== | 19% | |============== | 20% | |============== | 21% | |=============== | 21% | |=============== | 22% | |================ | 22% | |================ | 23% | |================= | 24% | |================= | 25% | |================== | 25% | |================== | 26% | |=================== | 27% | |=================== | 28% | |==================== | 28% | |==================== | 29% | |===================== | 29% | |===================== 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-#> Executing SQL took 1.05 secs +#> Executing SQL took 1.11 secs #> Fetching data from server -#> Fetching data took 0.0951 secs +#> Fetching data took 0.236 secs covData2 <- getDbCovariateData( connectionDetails = eunomiaConnectionDetails, tempEmulationSchema = NULL, @@ -219,9 +219,9 @@

Examples

#> Connecting using SQLite driver #> Constructing features on server #> | | | 0% | | | 1% | |= | 1% | |= | 2% | |== | 2% | |== | 3% | |=== | 4% | |=== | 5% | |==== | 5% | |==== | 6% | |===== | 7% | |===== | 8% | |====== | 8% | |====== | 9% | |======= | 10% | |======= | 11% | |======== | 11% | |======== | 12% | |========= | 12% | |========= | 13% | |========== | 14% | |========== | 15% | |=========== | 15% | |=========== | 16% | |============ | 16% | |============ | 17% | |============ | 18% | |============= | 18% | |============= | 19% | |============== | 19% | |============== | 20% | |============== | 21% | |=============== | 21% | |=============== | 22% | |================ | 22% | |================ | 23% | |================= | 24% | |================= | 25% | |================== | 25% | |================== | 26% | |=================== | 27% | |=================== | 28% | |==================== | 28% | |==================== | 29% | |===================== | 29% | |===================== 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-#> Executing SQL took 0.831 secs +#> Executing SQL took 0.905 secs #> Fetching data from server -#> Fetching data took 0.0914 secs +#> Fetching data took 0.3 secs table1 <- createTable1( covariateData1 = covData1, covariateData2 = covData2, diff --git a/docs/reference/createTable1CovariateSettings.html b/docs/reference/createTable1CovariateSettings.html index 3d6d1eff..d0e9ee65 100644 --- a/docs/reference/createTable1CovariateSettings.html +++ b/docs/reference/createTable1CovariateSettings.html @@ -19,7 +19,7 @@ FeatureExtraction - 3.10.0 + 3.11.0 diff --git a/docs/reference/createTemporalCovariateSettings.html b/docs/reference/createTemporalCovariateSettings.html index b91713e3..f6d4fab7 100644 --- a/docs/reference/createTemporalCovariateSettings.html +++ b/docs/reference/createTemporalCovariateSettings.html @@ -17,7 +17,7 @@ FeatureExtraction - 3.10.0 + 3.11.0 diff --git a/docs/reference/createTemporalSequenceCovariateSettings.html b/docs/reference/createTemporalSequenceCovariateSettings.html index 31953d2d..d47b091e 100644 --- a/docs/reference/createTemporalSequenceCovariateSettings.html +++ b/docs/reference/createTemporalSequenceCovariateSettings.html @@ -17,7 +17,7 @@ FeatureExtraction - 3.10.0 + 3.11.0 diff --git a/docs/reference/dot-createLooCovariateSettings.html b/docs/reference/dot-createLooCovariateSettings.html index 152df9fb..0b718d6e 100644 --- a/docs/reference/dot-createLooCovariateSettings.html +++ b/docs/reference/dot-createLooCovariateSettings.html @@ -17,7 +17,7 @@ FeatureExtraction - 3.10.0 + 3.11.0 diff --git a/docs/reference/dot-getDbLooCovariateData.html b/docs/reference/dot-getDbLooCovariateData.html index 8a461949..0a6bfced 100644 --- a/docs/reference/dot-getDbLooCovariateData.html +++ b/docs/reference/dot-getDbLooCovariateData.html @@ -17,7 +17,7 @@ FeatureExtraction - 3.10.0 + 3.11.0 diff --git a/docs/reference/filterByCohortDefinitionId.html b/docs/reference/filterByCohortDefinitionId.html index 202f7781..e5ea4c89 100644 --- a/docs/reference/filterByCohortDefinitionId.html +++ b/docs/reference/filterByCohortDefinitionId.html @@ -17,7 +17,7 @@ FeatureExtraction - 3.10.0 + 3.11.0 diff --git a/docs/reference/filterByRowId.html b/docs/reference/filterByRowId.html index 60919c92..9c8092e7 100644 --- a/docs/reference/filterByRowId.html +++ b/docs/reference/filterByRowId.html @@ -17,7 +17,7 @@ FeatureExtraction - 3.10.0 + 3.11.0 diff --git a/docs/reference/getDbCohortAttrCovariatesData.html b/docs/reference/getDbCohortAttrCovariatesData.html index 415d9e6d..a09966d5 100644 --- a/docs/reference/getDbCohortAttrCovariatesData.html +++ b/docs/reference/getDbCohortAttrCovariatesData.html @@ -17,7 +17,7 @@ FeatureExtraction - 3.10.0 + 3.11.0 @@ -237,8 +237,8 @@

Examples

aggregated = FALSE ) #> Constructing covariates from cohort attributes table -#> Inserting data took 0.00612 secs -#> Loading took 0.0243 secs +#> Inserting data took 0.00668 secs +#> Loading took 0.0282 secs # }
diff --git a/docs/reference/getDbCohortBasedCovariatesData.html b/docs/reference/getDbCohortBasedCovariatesData.html index f197f1cd..228eb5d3 100644 --- a/docs/reference/getDbCohortBasedCovariatesData.html +++ b/docs/reference/getDbCohortBasedCovariatesData.html @@ -17,7 +17,7 @@ FeatureExtraction - 3.10.0 + 3.11.0 diff --git a/docs/reference/getDbCovariateData.html b/docs/reference/getDbCovariateData.html index 559bab4d..26e1546f 100644 --- a/docs/reference/getDbCovariateData.html +++ b/docs/reference/getDbCovariateData.html @@ -17,7 +17,7 @@ FeatureExtraction - 3.10.0 + 3.11.0 @@ -96,7 +96,9 @@

Get covariate information from the database

covariateSettings, aggregated = FALSE, minCharacterizationMean = 0, - tempEmulationSchema = getOption("sqlRenderTempEmulationSchema") + tempEmulationSchema = getOption("sqlRenderTempEmulationSchema"), + covariateCohortDatabaseSchema = NULL, + covariateCohortTable = NULL ) @@ -192,6 +194,14 @@

Arguments

temp tables. To emulate temp tables, provide a schema with write privileges where temp tables can be created.

+ +
covariateCohortDatabaseSchema
+

The database schema where the cohorts used to define the covariates can be found.

+ + +
covariateCohortTable
+

The table where the cohorts used to define the covariates can be found.

+

Value

@@ -248,9 +258,9 @@

Examples

#> Connecting using SQLite driver #> Constructing features on server #> | | | 0% | |= | 1% | |= | 2% | |== | 2% | |== | 3% | |=== | 4% | |=== | 5% | |==== | 5% | |==== | 6% | |===== | 7% | |===== | 8% | |====== | 8% | |====== | 9% | |======= | 9% | |======= | 10% | |======= | 11% | |======== | 11% | |======== | 12% | |========= | 12% | |========= | 13% | |========= | 14% | |========== | 14% | |========== | 15% | |=========== | 15% | |=========== | 16% | |============ | 17% | |============ | 18% | |============= | 18% | |============= | 19% | |============== | 20% | |============== | 21% | |=============== | 21% | |=============== | 22% | |================ | 22% | |================ | 23% | |================= | 24% | |================= | 25% | |================== | 25% | |================== | 26% | |=================== | 27% | |=================== | 28% | |==================== | 28% | |==================== | 29% | |===================== | 29% | |===================== | 30% | 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| 92% | |================================================================= | 93% | |================================================================== | 94% | |================================================================== | 95% | |=================================================================== | 95% | |=================================================================== | 96% | |==================================================================== | 97% | |==================================================================== | 98% | |===================================================================== | 98% | |===================================================================== | 99% | |======================================================================| 100% -#> Executing SQL took 1.42 secs +#> Executing SQL took 1.44 secs #> Fetching data from server -#> Fetching data took 0.102 secs +#> Fetching data took 0.196 secs # }
diff --git a/docs/reference/getDbDefaultCovariateData.html b/docs/reference/getDbDefaultCovariateData.html index 2bd66a97..6458f492 100644 --- a/docs/reference/getDbDefaultCovariateData.html +++ b/docs/reference/getDbDefaultCovariateData.html @@ -19,7 +19,7 @@ FeatureExtraction - 3.10.0 + 3.11.0 @@ -262,9 +262,9 @@

Examples

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|================================================================= | 93% | |================================================================== | 94% | |================================================================== | 95% | |=================================================================== | 95% | |=================================================================== | 96% | |==================================================================== | 97% | |==================================================================== | 98% | |===================================================================== | 98% | |===================================================================== | 99% | |======================================================================| 100% -#> Executing SQL took 1.45 secs +#> Executing SQL took 1.43 secs #> Writing data to table -#> Writing data took0.0149 secs +#> Writing data took0.0154 secs # } diff --git a/docs/reference/getDefaultTable1Specifications.html b/docs/reference/getDefaultTable1Specifications.html index 02457b75..f9fa1fce 100644 --- a/docs/reference/getDefaultTable1Specifications.html +++ b/docs/reference/getDefaultTable1Specifications.html @@ -18,7 +18,7 @@ FeatureExtraction - 3.10.0 + 3.11.0 diff --git a/docs/reference/index.html b/docs/reference/index.html index 0c029b94..37211d45 100644 --- a/docs/reference/index.html +++ b/docs/reference/index.html @@ -17,7 +17,7 @@ FeatureExtraction - 3.10.0 + 3.11.0 @@ -202,6 +202,10 @@

All functions loadCovariateData()

Load the covariate data from a folder

+ +

replaceCovariateSettingsCohortSchemaTable()

+ +

Utility function to set the cohort table & schema on createCohortBasedCovariateSettings with information from the execution settings

saveCovariateData()

diff --git a/docs/reference/isAggregatedCovariateData.html b/docs/reference/isAggregatedCovariateData.html index 1f6e2f85..a9af799b 100644 --- a/docs/reference/isAggregatedCovariateData.html +++ b/docs/reference/isAggregatedCovariateData.html @@ -17,7 +17,7 @@ FeatureExtraction - 3.10.0 + 3.11.0 diff --git a/docs/reference/isCovariateData.html b/docs/reference/isCovariateData.html index 3b74e568..3ca183e5 100644 --- a/docs/reference/isCovariateData.html +++ b/docs/reference/isCovariateData.html @@ -17,7 +17,7 @@ FeatureExtraction - 3.10.0 + 3.11.0 @@ -101,7 +101,8 @@

Value

Examples

# \donttest{
 binaryCovDataFile <- system.file("testdata/binaryCovariateData.zip",
-  package = "FeatureExtraction")
+  package = "FeatureExtraction"
+)
 covData <- loadCovariateData(binaryCovDataFile)
 isCovData <- isCovariateData(covData)
 # }
diff --git a/docs/reference/isTemporalCovariateData.html b/docs/reference/isTemporalCovariateData.html
index 59c5a618..311c8c9d 100644
--- a/docs/reference/isTemporalCovariateData.html
+++ b/docs/reference/isTemporalCovariateData.html
@@ -17,7 +17,7 @@
       
       
         FeatureExtraction
-        3.10.0
+        3.11.0
       
     
diff --git a/docs/reference/loadCovariateData.html b/docs/reference/loadCovariateData.html index d8bfb1b2..cbb0be27 100644 --- a/docs/reference/loadCovariateData.html +++ b/docs/reference/loadCovariateData.html @@ -17,7 +17,7 @@ FeatureExtraction - 3.10.0 + 3.11.0 @@ -109,7 +109,8 @@

Details

Examples

# \donttest{
 binaryCovDataFile <- system.file("testdata/binaryCovariateData.zip",
-  package = "FeatureExtraction")
+  package = "FeatureExtraction"
+)
 covData <- loadCovariateData(binaryCovDataFile)
 # }
 
diff --git a/docs/reference/replaceCovariateSettingsCohortSchemaTable.html b/docs/reference/replaceCovariateSettingsCohortSchemaTable.html
new file mode 100644
index 00000000..f978a3f6
--- /dev/null
+++ b/docs/reference/replaceCovariateSettingsCohortSchemaTable.html
@@ -0,0 +1,137 @@
+
+Utility function to set the cohort table & schema on createCohortBasedCovariateSettings with information from the execution settings — replaceCovariateSettingsCohortSchemaTable • FeatureExtraction
+
+
+    
+
+ + + +
+
+ + +
+

Utility function to set the cohort table & schema on createCohortBasedCovariateSettings +with information from the execution settings

+
+ +
+
replaceCovariateSettingsCohortSchemaTable(
+  covariateSettings,
+  covariateCohortDatabaseSchema,
+  covariateCohortTable
+)
+
+ +
+

Arguments

+ + +
covariateSettings
+

An object of type covariateSettings

+ + +
covariateCohortDatabaseSchema
+

The database schema where the cohorts used to define the covariates can be found.

+ + +
covariateCohortTable
+

The table where the cohorts used to define the covariates can be found.

+ +
+
+

Value

+

An object of type covariateSettings

+
+ +
+ +
+ + +
+ +
+

Site built with pkgdown 2.1.0.

+
+ +
+ + + + + + + + diff --git a/docs/reference/saveCovariateData.html b/docs/reference/saveCovariateData.html index 05594696..f2061455 100644 --- a/docs/reference/saveCovariateData.html +++ b/docs/reference/saveCovariateData.html @@ -17,7 +17,7 @@ FeatureExtraction - 3.10.0 + 3.11.0
diff --git a/docs/reference/tidyCovariateData.html b/docs/reference/tidyCovariateData.html index 8e02448f..71f12345 100644 --- a/docs/reference/tidyCovariateData.html +++ b/docs/reference/tidyCovariateData.html @@ -17,7 +17,7 @@ FeatureExtraction - 3.10.0 + 3.11.0 @@ -137,7 +137,7 @@

Examples

normalize = TRUE, removeRedundancy = TRUE ) -#> Tidying covariates took 0.162 secs +#> Tidying covariates took 0.28 secs # }
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b/inst/java/featureExtraction-3.11.0.jar similarity index 100% rename from inst/java/featureExtraction-3.10.0.jar rename to inst/java/featureExtraction-3.11.0.jar diff --git a/man/replaceCovariateSettingsCohortSchemaTable.Rd b/man/replaceCovariateSettingsCohortSchemaTable.Rd index 29c14639..e3a8c6bc 100644 --- a/man/replaceCovariateSettingsCohortSchemaTable.Rd +++ b/man/replaceCovariateSettingsCohortSchemaTable.Rd @@ -2,7 +2,7 @@ % Please edit documentation in R/GetCovariatesFromOtherCohorts.R \name{replaceCovariateSettingsCohortSchemaTable} \alias{replaceCovariateSettingsCohortSchemaTable} -\title{Utility function to set the cohort table & schema on createCohortBasedCovariateSettings +\title{Utility function to set the cohort table & schema on createCohortBasedCovariateSettings with information from the execution settings} \usage{ replaceCovariateSettingsCohortSchemaTable( @@ -22,6 +22,6 @@ replaceCovariateSettingsCohortSchemaTable( An object of type \code{covariateSettings} } \description{ -Utility function to set the cohort table & schema on createCohortBasedCovariateSettings +Utility function to set the cohort table & schema on createCohortBasedCovariateSettings with information from the execution settings } diff --git a/tests/testthat/test-CovariateData.R b/tests/testthat/test-CovariateData.R index b646c861..2b1d2e49 100644 --- a/tests/testthat/test-CovariateData.R +++ b/tests/testthat/test-CovariateData.R @@ -194,7 +194,7 @@ test_that("getDbCovariateData settings list - check covariatesContinuous", { skip_if_not(dbms == "sqlite" && exists("eunomiaConnection")) covariateSettingsList <- list( FeatureExtraction::createCovariateSettings( - useDemographicsGender = T, + useDemographicsGender = T, useDemographicsAgeGroup = T ), FeatureExtraction::createDefaultCovariateSettings() diff --git a/tests/testthat/test-GetCohortBasedCovariates.R b/tests/testthat/test-GetCohortBasedCovariates.R index 102f267a..7963bd2d 100644 --- a/tests/testthat/test-GetCohortBasedCovariates.R +++ b/tests/testthat/test-GetCohortBasedCovariates.R @@ -70,7 +70,7 @@ dropCohortBasedCovariateTestData <- function(connection, } # Database specific tests --------------- -runCohortBasedBinaryNonAggTest <- function(connection, cdmDatabaseSchema, ohdsiDatabaseSchema, cohortTable, +runCohortBasedBinaryNonAggTest <- function(connection, cdmDatabaseSchema, ohdsiDatabaseSchema, cohortTable, covariateCohortDatabaseSchema = NULL, covariateCohortTable = NULL) { createCohortBasedCovariateTestData( connection = connection, @@ -495,19 +495,20 @@ test_that("Cohort-based covariates: binary, non-aggregated, custom covariate coh cdmDatabaseSchema = eunomiaCdmDatabaseSchema, ohdsiDatabaseSchema = eunomiaOhdsiDatabaseSchema, cohortTable = "cohort_cov", - covariateCohortDatabaseSchema = eunomiaOhdsiDatabaseSchema, + covariateCohortDatabaseSchema = eunomiaOhdsiDatabaseSchema, covariateCohortTable = "cohort_cov" ) - testthat::expect_error( + testthat::expect_error( runCohortBasedBinaryNonAggTest( connection = eunomiaConnection, cdmDatabaseSchema = eunomiaCdmDatabaseSchema, ohdsiDatabaseSchema = eunomiaOhdsiDatabaseSchema, cohortTable = "cohort_cov", - covariateCohortDatabaseSchema = "unknown", + covariateCohortDatabaseSchema = "unknown", covariateCohortTable = "unknown" ), - "no such table: unknown.unknown") + "no such table: unknown.unknown" + ) }) test_that("Cohort-based covariates: binary, aggregated on Eunomia", { From c1b92aeeb0025a2686010694157ed6b87e6881cf Mon Sep 17 00:00:00 2001 From: Ger Inberg Date: Tue, 2 Sep 2025 06:56:52 +0200 Subject: [PATCH 07/11] update news --- CRAN-SUBMISSION | 6 +++--- NEWS.md | 7 +++++++ 2 files changed, 10 insertions(+), 3 deletions(-) diff --git a/CRAN-SUBMISSION b/CRAN-SUBMISSION index 94dbaa1e..4d2e72fc 100644 --- a/CRAN-SUBMISSION +++ b/CRAN-SUBMISSION @@ -1,3 +1,3 @@ -Version: 3.10.0 -Date: 2025-05-08 14:58:57 UTC -SHA: 8df9728ca37ffd57da62a86032e7b492496e9bbb +Version: 3.11.0 +Date: 2025-09-01 15:11:02 UTC +SHA: 784c4a8dcda6fc0301c8b0823efdfccb1291745e diff --git a/NEWS.md b/NEWS.md index a4b22f81..f3d13472 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,3 +1,10 @@ +FeatureExtraction 3.11.0 +======================= + +- Improve tidyCovariates performance when using Andromeda version >= 1.0.0 (#308) +- Fix error in merging covariateContinuous to multiple features in getDbCovariateData (#306) +- Add arguments to getDbCovariateData to support a custom covariate cohort schema/table (#292) + FeatureExtraction 3.10.0 ======================= From ec194f4f7a3d2b706589b2fd96fd1a8687cf34ca Mon Sep 17 00:00:00 2001 From: Martijn Schuemie Date: Tue, 23 Sep 2025 16:22:47 +0200 Subject: [PATCH 08/11] Making removal of redundant covariates reproducible (with unit test). Fixes #315 (#316) Co-authored-by: Admin_mschuemi --- R/Normalization.R | 2 +- tests/testthat/test-tidyCovariates.R | 30 ++++++++++++++++++++++++++++ 2 files changed, 31 insertions(+), 1 deletion(-) diff --git a/R/Normalization.R b/R/Normalization.R index a86ab7b2..45cace8e 100644 --- a/R/Normalization.R +++ b/R/Normalization.R @@ -159,7 +159,7 @@ tidyCovariateData <- function(covariateData, inner_join(covariateData$valueCounts, by = "covariateId") %>% select(.data$analysisId, .data$covariateId, n) %>% collect() - valueCounts <- valueCounts[order(valueCounts$analysisId, -valueCounts$n), ] + valueCounts <- valueCounts[order(valueCounts$analysisId, -valueCounts$n, valueCounts$covariateId), ] deleteCovariateIds <- c(deleteCovariateIds, valueCounts$covariateId[!duplicated(valueCounts$analysisId)]) ignoreCovariateIds <- valueCounts$covariateId ParallelLogger::logInfo("Removing ", length(deleteCovariateIds), " redundant covariates") diff --git a/tests/testthat/test-tidyCovariates.R b/tests/testthat/test-tidyCovariates.R index 59637f68..1fe363b5 100644 --- a/tests/testthat/test-tidyCovariates.R +++ b/tests/testthat/test-tidyCovariates.R @@ -93,3 +93,33 @@ test_that("tidyCovariateData on Temporal Data", { tidy <- tidyCovariateData(covariateData) expect_equal(length(pull(tidy$analysisRef, analysisId)), length(pull(covariateData$analysisRef, analysisId))) }) + +test_that("Removal of redundant covariates is reproducible", { + # Create data with two covariates from the same analysis, with equal prevalence: + covariates <- tibble( + covariateId = rep(c(1,2), 5), + rowId = seq_len(10), + covariateValue = 1 + ) + covariateRef <- tibble( + covariateId = c(1,2), + analysisId = c(1, 1) + ) + metaData <- list(populationSize = 10) + covariateData <- Andromeda::andromeda( + covariates = covariates, + covariateRef = covariateRef + ) + attr(covariateData, "metaData") <- metaData + class(covariateData) <- "CovariateData" + + # Repeat removal of redundant covariates multiple times to evaluate consistency: + covariateIds <- c() + for (i in seq_len(10)) { + tidy <- tidyCovariateData(covariateData, minFraction = 0, normalize = FALSE, removeRedundancy = TRUE) + covariateIds[i] <- tidy$covariates |> + distinct(covariateId) |> + pull() + } + expect_equal(length(unique(covariateIds)), 1) +}) From 21b5fecf39505ad206f30e893cc736c97846f1fb Mon Sep 17 00:00:00 2001 From: Ger Inberg Date: Tue, 28 Oct 2025 07:26:13 +0100 Subject: [PATCH 09/11] version update --- DESCRIPTION | 4 ++-- NEWS.md | 5 +++++ 2 files changed, 7 insertions(+), 2 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index 0decc0a3..4c1e6a34 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,8 +1,8 @@ Package: FeatureExtraction Type: Package Title: Generating Features for a Cohort -Version: 3.11.0 -Date: 2025-09-01 +Version: 3.12.0 +Date: 2025-10-28 Authors@R: c( person("Martijn", "Schuemie", , "schuemie@ohdsi.org", role = c("aut")), person("Marc", "Suchard", role = c("aut")), diff --git a/NEWS.md b/NEWS.md index f3d13472..6ddbdc4a 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,3 +1,8 @@ +FeatureExtraction 3.12.0 +======================= + +- Fix non reproducible behavior in removing redundant covariates when they are equally prevalent (#315) + FeatureExtraction 3.11.0 ======================= From d58c13e73442b8de0e808cdfc9984e637328122d Mon Sep 17 00:00:00 2001 From: Ger Inberg Date: Tue, 28 Oct 2025 07:45:22 +0100 Subject: [PATCH 10/11] prepare release --- docs/404.html | 4 ++-- ...CreatingCovariatesBasedOnOtherCohorts.html | 6 +++--- ...eatingCovariatesUsingCohortAttributes.html | 6 +++--- .../CreatingCustomCovariateBuilders.html | 6 +++--- ...CreatingCustomCovariateBuildersKorean.html | 6 +++--- docs/articles/UsingFeatureExtraction.html | 6 +++--- .../UsingFeatureExtractionKorean.html | 6 +++--- docs/articles/index.html | 4 ++-- docs/authors.html | 8 ++++---- docs/index.html | 4 ++-- docs/news/index.html | 14 ++++++++++++-- docs/pkgdown.yml | 2 +- docs/reference/CovariateData-class.html | 4 ++-- docs/reference/FeatureExtraction-package.html | 4 ++-- docs/reference/aggregateCovariates.html | 6 +++--- .../computeStandardizedDifference.html | 4 ++-- ...vertPrespecSettingsToDetailedSettings.html | 4 ++-- docs/reference/createAnalysisDetails.html | 4 ++-- .../createCohortAttrCovariateSettings.html | 4 ++-- .../createCohortBasedCovariateSettings.html | 4 ++-- ...eCohortBasedTemporalCovariateSettings.html | 4 ++-- docs/reference/createCovariateSettings.html | 4 ++-- .../createDefaultCovariateSettings.html | 4 ++-- ...reateDefaultTemporalCovariateSettings.html | 4 ++-- .../createDetailedCovariateSettings.html | 4 ++-- ...eateDetailedTemporalCovariateSettings.html | 4 ++-- docs/reference/createEmptyCovariateData.html | 4 ++-- docs/reference/createTable1.html | 16 ++++++++-------- .../createTable1CovariateSettings.html | 4 ++-- .../createTemporalCovariateSettings.html | 4 ++-- ...eateTemporalSequenceCovariateSettings.html | 4 ++-- .../dot-createLooCovariateSettings.html | 4 ++-- docs/reference/dot-getDbLooCovariateData.html | 4 ++-- .../reference/filterByCohortDefinitionId.html | 4 ++-- docs/reference/filterByRowId.html | 4 ++-- .../getDbCohortAttrCovariatesData.html | 8 ++++---- .../getDbCohortBasedCovariatesData.html | 4 ++-- docs/reference/getDbCovariateData.html | 10 +++++----- docs/reference/getDbDefaultCovariateData.html | 10 +++++----- .../getDefaultTable1Specifications.html | 4 ++-- docs/reference/index.html | 4 ++-- docs/reference/isAggregatedCovariateData.html | 4 ++-- docs/reference/isCovariateData.html | 4 ++-- docs/reference/isTemporalCovariateData.html | 4 ++-- docs/reference/loadCovariateData.html | 4 ++-- ...aceCovariateSettingsCohortSchemaTable.html | 4 ++-- docs/reference/saveCovariateData.html | 4 ++-- docs/reference/tidyCovariateData.html | 6 +++--- extras/FeatureExtraction.pdf | Bin 172554 -> 172554 bytes .../CreatingCovariatesBasedOnOtherCohorts.pdf | Bin 230391 -> 230474 bytes ...reatingCovariatesUsingCohortAttributes.pdf | Bin 219041 -> 219124 bytes inst/doc/CreatingCustomCovariateBuilders.pdf | Bin 228059 -> 228141 bytes .../CreatingCustomCovariateBuildersKorean.pdf | Bin 317788 -> 317829 bytes inst/doc/UsingFeatureExtraction.pdf | Bin 264419 -> 264511 bytes inst/doc/UsingFeatureExtractionKorean.pdf | Bin 414888 -> 414920 bytes ....11.0.jar => featureExtraction-3.12.0.jar} | Bin tests/testthat/test-tidyCovariates.R | 6 +++--- 57 files changed, 132 insertions(+), 122 deletions(-) rename inst/java/{featureExtraction-3.11.0.jar => featureExtraction-3.12.0.jar} (100%) diff --git a/docs/404.html b/docs/404.html index 53732860..69a032df 100644 --- a/docs/404.html +++ b/docs/404.html @@ -32,7 +32,7 @@ FeatureExtraction - 3.11.0 + 3.12.0 @@ -74,7 +74,7 @@