testthat::test_that("Extract multiple ways and expect equivalence. Testing add_to_database and cprd_extract", { ### ### Attempt 1 ### Open connection aurum_extract <- connect_database(tempfile("temp.sqlite")) ### Add observation and drugissue to database manually ## Obs add_to_database(filepath = system.file("aurum_data", "aurum_allpatid_set1_extract_observation_001.txt", package = "rcprd"), filetype = "observation", nrows = -1, select = NULL, subset_patids = c(1,3,4,6), use_set = FALSE, db = aurum_extract, overwrite = TRUE) add_to_database(filepath = system.file("aurum_data", "aurum_allpatid_set1_extract_observation_002.txt", package = "rcprd"), filetype = "observation", subset_patids = c(1,3,4,6), db = aurum_extract, append = TRUE) add_to_database(filepath = system.file("aurum_data", "aurum_allpatid_set1_extract_observation_003.txt", package = "rcprd"), filetype = "observation", subset_patids = c(1,3,4,6), db = aurum_extract, append = TRUE) ## Drugissue add_to_database(filepath = system.file("aurum_data", "aurum_allpatid_set1_extract_drugissue_001.txt", package = "rcprd"), filetype = "drugissue", nrows = -1, select = NULL, subset_patids = c(1,3,4,6), use_set = FALSE, aurum_extract, overwrite = TRUE) add_to_database(filepath = system.file("aurum_data", "aurum_allpatid_set1_extract_drugissue_002.txt", package = "rcprd"), filetype = "drugissue", nrows = -1, select = NULL, subset_patids = c(1,3,4,6), use_set = FALSE, aurum_extract, append = TRUE) add_to_database(filepath = system.file("aurum_data", "aurum_allpatid_set1_extract_drugissue_003.txt", package = "rcprd"), filetype = "drugissue", nrows = -1, select = NULL, subset_patids = c(1,3,4,6), use_set = FALSE, aurum_extract, append = TRUE) ### Save output obs1 <- RSQLite::dbGetQuery(aurum_extract, 'SELECT * FROM observation') drugissue1 <- RSQLite::dbGetQuery(aurum_extract, 'SELECT * FROM drugissue') testthat::expect_equal(RSQLite::dbListTables(aurum_extract), c("drugissue", "observation")) ### Disconnect RSQLite::dbDisconnect(aurum_extract) ### ### Attempt 2 ### Reconnect aurum_extract <- connect_database(tempfile("temp.sqlite")) ### Extract data using cprd_Extract cprd_extract(aurum_extract, filepath = system.file("aurum_data", package = "rcprd"), filetype = "observation", subset_patids = c(1,3,4,6), use_set = FALSE) cprd_extract(aurum_extract, filepath = system.file("aurum_data", package = "rcprd"), filetype = "drugissue", subset_patids = c(1,3,4,6), use_set = FALSE) ### Save output obs2 <- RSQLite::dbGetQuery(aurum_extract, 'SELECT * FROM observation') drugissue2 <- RSQLite::dbGetQuery(aurum_extract, 'SELECT * FROM drugissue') testthat::expect_equal(RSQLite::dbListTables(aurum_extract), c("drugissue", "observation")) ### Disconnect RSQLite::dbDisconnect(aurum_extract) ### ### Attempt 3 ### Reconnect aurum_extract <- connect_database(tempfile("temp.sqlite")) ### Define pat pat <- extract_txt_pat(system.file("aurum_data", "aurum_allpatid_set1_extract_patient_001.txt", package = "rcprd"), set = TRUE) pat <- subset(pat, patid %in% c(1,3,4,6)) ### Add observation files cprd_extract(aurum_extract, filepath = system.file("aurum_data", package = "rcprd"), filetype = "observation", nrows = -1, select = NULL, subset_patids = pat, use_set = TRUE) ### Add drugissue files cprd_extract(aurum_extract, filepath = system.file("aurum_data", package = "rcprd"), filetype = "drugissue", nrows = -1, select = NULL, subset_patids = pat, use_set = TRUE) ### Save output obs3 <- RSQLite::dbGetQuery(aurum_extract, 'SELECT * FROM observation') drugissue3 <- RSQLite::dbGetQuery(aurum_extract, 'SELECT * FROM drugissue') testthat::expect_equal(RSQLite::dbListTables(aurum_extract), c("drugissue", "observation")) ### Disconnect RSQLite::dbDisconnect(aurum_extract) ### ### Attempt 4 (manually define str_match and extract_txt_func) ### Reconnect aurum_extract <- connect_database(tempfile("temp.sqlite")) ### Extract data using cprd_Extract cprd_extract(aurum_extract, filepath = system.file("aurum_data", package = "rcprd"), filetype = "observation", subset_patids = c(1,3,4,6), extract_txt_func = extract_txt_obs, str_match = "observation", use_set = FALSE) cprd_extract(aurum_extract, filepath = system.file("aurum_data", package = "rcprd"), filetype = "drugissue", subset_patids = c(1,3,4,6), extract_txt_func = extract_txt_drug, str_match = "drugissue", use_set = FALSE) ### Save output obs4 <- RSQLite::dbGetQuery(aurum_extract, 'SELECT * FROM observation') drugissue4 <- RSQLite::dbGetQuery(aurum_extract, 'SELECT * FROM drugissue') testthat::expect_equal(RSQLite::dbListTables(aurum_extract), c("drugissue", "observation")) ### Disconnect RSQLite::dbDisconnect(aurum_extract) ### ### Attempt 5 (manually define str_match and tablename) ### Reconnect aurum_extract <- connect_database(tempfile("temp.sqlite")) ### Extract data using cprd_Extract cprd_extract(aurum_extract, filepath = system.file("aurum_data", package = "rcprd"), filetype = "observation", subset_patids = c(1,3,4,6), str_match = "observation", tablename = "scrambled", use_set = FALSE) cprd_extract(aurum_extract, filepath = system.file("aurum_data", package = "rcprd"), filetype = "drugissue", subset_patids = c(1,3,4,6), str_match = "drugissue", tablename = "eggs", use_set = FALSE) ### Save output obs5 <- RSQLite::dbGetQuery(aurum_extract, 'SELECT * FROM scrambled') drugissue5 <- RSQLite::dbGetQuery(aurum_extract, 'SELECT * FROM eggs') testthat::expect_equal(RSQLite::dbListTables(aurum_extract), c("eggs", "scrambled")) ### Disconnect RSQLite::dbDisconnect(aurum_extract) ### Test for equivalence between extracts testthat::expect_equal(obs1, obs2) testthat::expect_equal(obs1, obs3) testthat::expect_equal(obs1, obs4) testthat::expect_equal(obs1, obs5) testthat::expect_equal(drugissue1, drugissue2) testthat::expect_equal(drugissue1, drugissue3) testthat::expect_equal(drugissue1, drugissue4) testthat::expect_equal(drugissue1, drugissue5) ### ### Attempt 6 (expect an error due to no filenames) ### Reconnect aurum_extract <- connect_database(tempfile("temp.sqlite")) ### Extract data using cprd_Extract testthat::expect_error( cprd_extract(aurum_extract, filepath = system.file("aurum_data", package = "rcprd"), filetype = "observation", subset_patids = c(1,3,4,6), str_match = "eggs", use_set = FALSE)) ### Disconnect RSQLite::dbDisconnect(aurum_extract) }) ### ### Tests for db queries ### testthat::test_that("Test low-level db query functions", { ### Currently empty as thinking lots of these will be covered by the extract variable functions ### Add here later if some functionaliy is missing }) ### ### Tests for creating patient file ### testthat::test_that("Test creation of cohort", { ### Create a number of different ways cohort1 <- extract_cohort(filepath = system.file("aurum_data", package = "rcprd")) testthat::expect_equal(cohort1$patid, as.character(1:12)) testthat::expect_equal(nrow(cohort1), 12) testthat::expect_equal(ncol(cohort1), 12) ### Create a number of different ways cohort2 <- extract_cohort(filepath = system.file("aurum_data", package = "rcprd"), set = TRUE) testthat::expect_equal(cohort2$patid, as.character(1:12)) testthat::expect_true("set" %in% colnames(cohort2)) testthat::expect_equal(nrow(cohort2), 12) testthat::expect_equal(ncol(cohort2), 13) ### Create a number of different ways cohort3 <- extract_cohort(filepath = system.file("aurum_data", package = "rcprd"), patids = as.character(c(1,2,3)), set = TRUE) testthat::expect_equal(cohort3$patid, as.character(1:3)) testthat::expect_true("set" %in% colnames(cohort3)) testthat::expect_equal(nrow(cohort3), 3) testthat::expect_equal(ncol(cohort3), 13) ### Create a number of different ways cohort4 <- extract_cohort(filepath = system.file("aurum_data", package = "rcprd"), patids = as.character(c(1,2,3)), select = c("patid", "yob")) testthat::expect_equal(cohort4$patid, as.character(1:3)) testthat::expect_equal(nrow(cohort4), 3) testthat::expect_equal(ncol(cohort4), 2) })