test_that("check input length and type for each of the arguments", { cdm <- mockPatientProfiles(connectionDetails, seed = 1, patient_size = 5, latest_observation_start_date = "2019-01-01", max_days_to_observation_end = 1, min_days_to_observation_end = 1 ) expect_error(addPriorObservation("cdm$cohort1", cdm)) expect_error(addPriorObservation(cdm$cohort1, "cdm")) expect_error(addPriorObservation(cdm$cohort1, cdm, indexDate = "end_date")) }) test_that("check condition_occurrence and cohort1 work", { # mock data cdm <- mockPatientProfiles(connectionDetails, seed = 1, patient_size = 5, latest_observation_start_date = "2005-01-01", max_days_to_observation_end = 1, min_days_to_observation_end = 1 ) # check it works with cohort1 table in mockdb expect_true(typeof(cdm$cohort1 %>% addPriorObservation(cdm) %>% dplyr::collect()) == "list") expect_true("prior_observation" %in% colnames(cdm$cohort1 %>% addPriorObservation(cdm))) # check it works with condition_occurrence table in mockdb expect_true(typeof(cdm$condition_occurrence %>% addPriorObservation(cdm, indexDate = "condition_start_date") %>% dplyr::collect()) == "list") expect_true("prior_observation" %in% colnames(cdm$condition_occurrence %>% addPriorObservation(cdm, indexDate = "condition_start_date"))) }) test_that("check working example with cohort1", { # create mock tables for testing cohort1 <- dplyr::tibble( cohort_definition_id = c("1", "1", "1"), subject_id = c("1", "2", "3"), cohort_start_date = c( as.Date("2010-03-03"), as.Date("2010-03-01"), as.Date("2010-02-01") ), cohort_end_date = c( as.Date("2015-01-01"), as.Date("2013-01-01"), as.Date("2013-01-01") ) ) obs1 <- dplyr::tibble( observation_period_id = c("1", "2", "3"), person_id = c("1", "2", "3"), observation_period_start_date = c( as.Date("2010-02-03"), as.Date("2010-02-01"), as.Date("2010-01-01") ), observation_period_end_date = c( as.Date("2014-01-01"), as.Date("2012-01-01"), as.Date("2012-01-01") ) ) cdm <- mockPatientProfiles(connectionDetails, seed = 1, cohort1 = cohort1, observation_period = obs1 ) result <- cdm$cohort1 %>% addPriorObservation(cdm) %>% dplyr::collect() expect_true(all(colnames(cohort1) %in% colnames(result))) expect_true(all(result %>% dplyr::select("prior_observation") == dplyr::tibble(prior_observation = c(28, 28, 31)))) }) test_that("check working example with condition_occurrence", { # create mock tables for testing condition_occurrence <- dplyr::tibble( condition_occurrence_id = c("1", "1", "1"), person_id = c("1", "2", "3"), condition_start_date = c( as.Date("2010-03-03"), as.Date("2010-03-01"), as.Date("2010-02-01") ), condition_end_date = c( as.Date("2015-01-01"), as.Date("2013-01-01"), as.Date("2013-01-01") ) ) obs1 <- dplyr::tibble( observation_period_id = c("1", "2", "3"), person_id = c("1", "2", "3"), observation_period_start_date = c( as.Date("2010-02-03"), as.Date("2010-02-01"), as.Date("2010-01-01") ), observation_period_end_date = c( as.Date("2014-01-01"), as.Date("2012-01-01"), as.Date("2012-01-01") ) ) cdm <- mockPatientProfiles(connectionDetails, seed = 1, condition_occurrence = condition_occurrence, observation_period = obs1 ) result <- cdm$condition_occurrence %>% addPriorObservation(cdm, indexDate = "condition_start_date") %>% dplyr::collect() expect_true(all( result %>% dplyr::select("prior_observation") == dplyr::tibble(prior_observation = c(28, 28, 31)) )) }) test_that("different name", { # create mock tables for testing conditionOccurrence <- dplyr::tibble( condition_occurrence_id = c("1", "1", "1"), person_id = c("1", "2", "3"), condition_start_date = c( as.Date("2010-03-03"), as.Date("2010-03-01"), as.Date("2010-02-01") ), condition_end_date = c( as.Date("2015-01-01"), as.Date("2013-01-01"), as.Date("2013-01-01") ) ) obs1 <- dplyr::tibble( observation_period_id = c("1", "2", "3"), person_id = c("1", "2", "3"), observation_period_start_date = c( as.Date("2010-02-03"), as.Date("2010-02-01"), as.Date("2010-01-01") ), observation_period_end_date = c( as.Date("2014-01-01"), as.Date("2012-01-01"), as.Date("2012-01-01") ) ) cdm <- mockPatientProfiles(connectionDetails, seed = 1, condition_occurrence = conditionOccurrence, observation_period = obs1 ) cdm$condition_occurrence <- cdm$condition_occurrence %>% addPriorObservation(cdm, indexDate = "condition_start_date", priorObservationName = "ph" ) expect_true("ph" %in% colnames(cdm$condition_occurrence)) }) test_that("priorHistory and future_observation - outside of observation period", { # priorHistory should be NA if index date is outside of an observation period person <- dplyr::tibble( person_id = c(1, 2), gender_concept_id = 1, year_of_birth = 1980, month_of_birth = 01, day_of_birth = 01 ) observation_period <- dplyr::tibble( observation_period_id = c(1, 2), person_id = c(1, 2), observation_period_start_date = c( as.Date("2000-01-01"), as.Date("2014-01-01") ), observation_period_end_date = c( as.Date("2001-01-01"), as.Date("2015-01-01") ) ) cohort1 <- dplyr::tibble( cohort_definition_id = 1, subject_id = c(1, 2), cohort_start_date = as.Date(c("2012-02-01")), cohort_end_date = as.Date(c("2013-02-01")) ) cdm <- mockPatientProfiles(connectionDetails, person = person, observation_period = observation_period, cohort1 = cohort1 ) cdm$cohort1a <- cdm$cohort1 %>% addPriorObservation(cdm, indexDate = "cohort_start_date" ) # both should be NA expect_true(all(is.na(cdm$cohort1a %>% dplyr::pull(prior_observation)))) }) test_that("multiple observation periods", { # with multiple observation periods, # prior history should relate to the most recent observation start date person <- dplyr::tibble( person_id = c(1, 2), gender_concept_id = 1, year_of_birth = 1980, month_of_birth = 01, day_of_birth = 01 ) observation_period <- dplyr::tibble( observation_period_id = c(1, 2, 3), person_id = c(1, 1, 2), observation_period_start_date = c( as.Date("2000-01-01"), as.Date("2010-01-01"), as.Date("2010-01-01") ), observation_period_end_date = c( as.Date("2005-01-01"), as.Date("2015-01-01"), as.Date("2015-01-01") ) ) cohort1 <- dplyr::tibble( cohort_definition_id = 1, subject_id = c(1, 2), cohort_start_date = as.Date(c("2012-02-01")), cohort_end_date = as.Date(c("2013-02-01")) ) cdm <- mockPatientProfiles(connectionDetails, person = person, observation_period = observation_period, cohort1 = cohort1 ) cdm$cohort1a <- cdm$cohort1 %>% addPriorObservation(cdm, indexDate = "cohort_start_date" ) expect_true(nrow(cdm$cohort1a %>% dplyr::collect()) == 2) expect_true(all(cdm$cohort1a %>% dplyr::pull(prior_observation) == as.numeric(difftime(as.Date("2012-02-01"), as.Date("2010-01-01"), units = "days" )))) })