Building a bespoke mock cdm"

In omock: Creation of Mock Observational Medical Outcomes Partnership Common Data Model

knitr::opts_chunk$set(
  collapse = TRUE,
  comment = "#>"
)

library(omock)
library(dplyr)
library(lubridate)

There are times where the user will want to create a mock CDM reference from its own bespoke tables. The mockCdmFromTables() function is designed to facilitates the creation of mock CDM reference from bespoke tables.For example if you want to create a CDM reference based on below bespoke cohorts. You can do it simple using the mockCdmFromTable() functions in a few lines of code.

# Define a list of user-defined cohort tables
cohortTables <- list(
  cohort1 = tibble(
    subject_id = 1:10,
    cohort_definition_id = rep(1, 10),
    cohort_start_date = as.Date("2020-01-01") + 1:10,
    cohort_end_date = as.Date("2020-01-01") + 11:20
  ),
  cohort2 = tibble(
    subject_id = 11:20,
    cohort_definition_id = rep(2, 10),
    cohort_start_date = as.Date("2020-02-01") + 1:10,
    cohort_end_date = as.Date("2020-02-01") + 11:20
  )
)

# Create a mock CDM object from the user-defined tables
cdm <- mockCdmReference() |> mockCdmFromTables(tables = cohortTables)

cdm |> glimpse()

omock documentation built on Oct. 7, 2024, 1:20 a.m.