## ----setup, include = FALSE--------------------------------------------------- knitr::opts_chunk$set( collapse = TRUE, comment = "#>", eval = FALSE ) ## ----create-json-------------------------------------------------------------- # library(TestGenerator) # # file_path <- system.file( # "extdata", # "icu_sample_population.xlsx", # package = "TestGenerator" # ) # # output_path <- file.path(tempdir(), "testgenerator-example") # dir.create(output_path, showWarnings = FALSE, recursive = TRUE) # # readPatients( # filePath = file_path, # testName = "icu_sample", # outputPath = output_path, # cdmVersion = "5.4" # ) ## ----load-cdm----------------------------------------------------------------- # cdm <- patientsCDM( # pathJson = output_path, # testName = "icu_sample", # cdmVersion = "5.4" # ) # # cdm[["person"]] ## ----default-test-path-------------------------------------------------------- # cdm <- patientsCDM( # pathJson = NULL, # testName = "icu_sample", # cdmVersion = "5.4" # ) ## ----cohort-test-------------------------------------------------------------- # library(CDMConnector) # library(dplyr) # library(testthat) # # test_cohorts <- system.file( # "extdata", # "test_cohorts", # package = "TestGenerator" # ) # # cohort_set <- readCohortSet(test_cohorts) # # cdm <- generateCohortSet( # cdm = cdm, # cohortSet = cohort_set, # name = "test_cohorts" # ) # # cohort_attrition <- attrition(cdm[["test_cohorts"]]) # # excluded_records <- cohort_attrition |> # pull(excluded_records) |> # sum() # # expect_equal(excluded_records, 0) ## ----graph-cohort------------------------------------------------------------- # diazepam <- cdm[["test_cohorts"]] |> # filter(cohort_definition_id == 1) |> # collect() # # hospitalisation <- cdm[["test_cohorts"]] |> # filter(cohort_definition_id == 2) |> # collect() # # icu_visit <- cdm[["test_cohorts"]] |> # filter(cohort_definition_id == 3) |> # collect() # # graphCohort( # subject_id = 4, # cohorts = list( # diazepam = diazepam, # hospitalisation = hospitalisation, # icu_visit = icu_visit # ) # ) ## ----generate-template-------------------------------------------------------- # generateTestTables( # tableNames = c( # "person", # "observation_period", # "visit_occurrence", # "condition_occurrence", # "drug_exposure", # "measurement" # ), # cdmVersion = "5.4", # outputFolder = output_path, # filename = "my_test_population" # ) ## ----csv-input---------------------------------------------------------------- # csv_path <- system.file( # "extdata", # "mimic_sample", # package = "TestGenerator" # ) # # readPatients.csv( # filePath = csv_path, # testName = "mimic_sample", # outputPath = output_path, # cdmVersion = "5.4" # ) ## ----remote-cdm--------------------------------------------------------------- # cdm <- patientsCDM( # pathJson = output_path, # testName = "icu_sample", # cdmVersion = "5.4", # dbms = "postgresql" # ) # # # Drop the remote test schema and disconnect when finished. # cleanupTestCdm(cdm) ## ----cleanup------------------------------------------------------------------ # DBI::dbDisconnect(CDMConnector::cdmCon(cdm), shutdown = TRUE) # unlink(output_path, recursive = TRUE)