diff --git a/.github/workflows/dpe-reconstruct.yml b/.github/workflows/dpe-reconstruct.yml new file mode 100644 index 0000000..fb165db --- /dev/null +++ b/.github/workflows/dpe-reconstruct.yml @@ -0,0 +1,42 @@ +name: Reconstruct dpes + +# Trigger workflow on push to the main branch +on: + push: + branches: + - main + +# Define the job +jobs: + update_document: + runs-on: ubuntu-latest + + steps: + # Step 1: Checkout the repository + - name: Checkout code + uses: actions/checkout@v4 + + # Step 2: Set up the programming environment (e.g., R, Python, Node.js) + - name: Set up R + uses: r-lib/actions/setup-r@v2 + with: + r-version: '4.3' + + # Step 3: Install dependencies + - name: Install R packages + run: | + Rscript -e "install.packages(c('dplyr', 'readxl', 'writexl', 'here'), repos='https://cloud.r-project.org/')" + + # Step 4: Run the code to update the document + - name: Run update script + run: | + Rscript create_mock_data/reconstructing_dpes.R + + # Step 5: Commit and push the updated document + - name: Commit changes + run: | + git config --global user.name "github-actions[bot]" + git config --global user.email "github-actions[bot]@users.noreply.github.com" + git add rmonize/DPE_KARMEN_P1_test.xlsx rmonize/DPE_KARMEN_P2_test.xlsx + git commit -m "Update DPE_KARMEN_P1 and DPE_KARMEN_P2 files" + git push diff --git a/Franzi/DPE_KARMEN_FRANZI.xlsx b/Franzi/DPE_KARMEN_FRANZI.xlsx new file mode 100644 index 0000000..0af3ca3 Binary files /dev/null and b/Franzi/DPE_KARMEN_FRANZI.xlsx differ diff --git a/Ines/DPE_KARMEN_INES.xlsx b/Ines/DPE_KARMEN_INES.xlsx new file mode 100644 index 0000000..b09a8a1 Binary files /dev/null and b/Ines/DPE_KARMEN_INES.xlsx differ diff --git a/Tracy/DPE_KARMEN_TRACY.xlsx b/Tracy/DPE_KARMEN_TRACY.xlsx new file mode 100644 index 0000000..89ba569 Binary files /dev/null and b/Tracy/DPE_KARMEN_TRACY.xlsx differ diff --git a/create_mock_data/mock_data_function.R b/create_mock_data/mock_data_function.R index fe710b3..45d2310 100644 --- a/create_mock_data/mock_data_function.R +++ b/create_mock_data/mock_data_function.R @@ -1,5 +1,5 @@ #### Script for creating mock data -#studyname <- "GINI_P1" +#studyname <- "GINI_P2" create_mock_data <- function(studyname = NULL, single_dataset = TRUE, vars_second_dataset = NULL){ diff --git a/create_mock_data/mock_data_initiation.R b/create_mock_data/mock_data_initiation.R index a1d5c04..1e754fc 100644 --- a/create_mock_data/mock_data_initiation.R +++ b/create_mock_data/mock_data_initiation.R @@ -2,5 +2,6 @@ source(here::here("create_mock_data", "mock_data_function.R")) -create_mock_data(studyname = "GINI_P1") +create_mock_data(studyname = "KORA_S1_P2") + diff --git a/create_mock_data/reconstructing_dpes.R b/create_mock_data/reconstructing_dpes.R new file mode 100644 index 0000000..57c9309 --- /dev/null +++ b/create_mock_data/reconstructing_dpes.R @@ -0,0 +1,38 @@ + +# Load necessary libraries +library(dplyr) +library(readxl) +library(writexl) +library(here) + +# Your code that uses these libraries + + +##### Creating DPE_P1 and DPE_P2 +dpe_tracy <- readxl::read_excel(here::here("Tracy/DPE_KARMEN_TRACY.xlsx"), sheet = 1) +dpe_ines <- readxl::read_excel(here::here("Ines/DPE_KARMEN_INES.xlsx"), sheet = 1) +dpe_franzi <- readxl::read_excel(here::here("Franzi/DPE_KARMEN_FRANZI.xlsx"), sheet = 1) + + +dataschema_p1 <- list(Variables = tibble::tibble(readxl::read_excel(here::here("rmonize/data_schema/", "Dataschema_P1.xlsx"), sheet = 1)), + Categories = tibble::tibble(readxl::read_excel(here::here("rmonize/data_schema/", "Dataschema_P1.xlsx"), sheet = 2))) +dataschema_p2 <- list(Variables = tibble::tibble(readxl::read_excel(here::here("rmonize/data_schema/", "Dataschema_P2.xlsx"), sheet = 1)), + Categories = tibble::tibble(readxl::read_excel(here::here("rmonize/data_schema/", "Dataschema_P2.xlsx"), sheet = 2))) + +# Assuming these are data.frames +combined_data <- bind_rows(dpe_tracy, dpe_ines, dpe_franzi) + +# Subset for dpe_p1 +dpe_p1 <- combined_data %>% + filter(dataschema_variable %in% dataschema_p1$Variables$name) %>% + slice(match(dataschema_p1$Variables$index, row_number())) %>% + mutate(input_dataset = "KARMEN_P1") + +# Subset for dpe_p2 +dpe_p2 <- combined_data %>% + filter(dataschema_variable %in% dataschema_p2$Variables$name) %>% + slice(match(dataschema_p2$Variables$index, row_number())) %>% + mutate(input_dataset = "KARMEN_P2") + +writexl::write_xlsx(dpe_p1, paste0("rmonize/DPE_KARMEN_P1_test.xlsx")) +writexl::write_xlsx(dpe_p2, paste0("rmonize/DPE_KARMEN_P2_test.xlsx")) diff --git a/data/DATA_KORA_S1_P1.csv b/data/DATA_KORA_S1_P1.csv index c39e7c9..5bb97f0 100644 --- a/data/DATA_KORA_S1_P1.csv +++ b/data/DATA_KORA_S1_P1.csv @@ -1,101 +1,101 @@ 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diff --git a/data/DATA_KORA_S1_P2.csv b/data/DATA_KORA_S1_P2.csv index 2cd6381..332d74e 100644 --- a/data/DATA_KORA_S1_P2.csv +++ b/data/DATA_KORA_S1_P2.csv @@ -1,101 +1,101 @@ -A_ID,acsex,atalteru,atbbild,ATEMPLOY,atcigsmk,atstsalt,atbmi,k4tbmi,al_choln,al_hdln,prev_dm_16,athyact,ATCVD,ATMVCVD,ATMVDIAB,ATMVCA,atmstati,inz_mi_16,mi_alter_16,inz_apo_16,apo_alter_16,INZ_APO_ISC_16,INZ_APO_HAEM_16,inz_dm_16,dm_alter_16,t_all_16,t_alter_16,t_cvd_16,t_ca_16,akcal,akohle,aeiwei,afette,aalk,aballa,ages,aeuf,amuf,akmd,akmt,akmf,anatr,akal,AV610,AV681,AV684,AV687,AV620,AV630,AV650,AV670,AV570,AV540,AV810,AV825,AV829,AV431,AV433,AV440,AV451,AV455,AV459,AV461,AV465,AV469,AV470,AV480,AV499,AV491,AV310,AV311,AV315,AV321,AV323,AV325,AV331,AV334,AV337,AV111,AV112,AV113,AV115,AV117,AV119,AV120,AV141,AV145,AV147,AV150,AV160,AV841,AV845,AV850,AV341,AV343,AV344,AV345,AV346,AV351,AV357,AV360,AV370,AV390,AV131 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diff --git a/data/DATA_KORA_S3_P2.csv b/data/DATA_KORA_S3_P2.csv index ff5faf4..3122d96 100644 --- a/data/DATA_KORA_S3_P2.csv +++ b/data/DATA_KORA_S3_P2.csv @@ -1,101 +1,101 @@ -D_ID,dcsex,dtalteru,dtbbild,DTEMPLOY,dtcigsmk,dtpyrs,dtstsalt,dtbmi,k4tbmi,dttumf,dthumf,DTBFKG_K,DTBFMI_K,dl_trin,dl_choln,dl_ldln,dl_hdln,prev_dm_16,dthyact,DTCVD,DTMVCVD,DTMVDIAB,DTMVCA,dtmstati,inz_mi_16,mi_alter_16,inz_apo_16,apo_alter_16,INZ_APO_ISC_16,INZ_APO_HAEM_16,inz_dm_16,dm_alter_16,t_all_16,t_alter_16,t_cvd_16,t_ca_16,dkcal,dkohle,deiwei,dfette,dalk,dballa,dges,deuf,dmuf,admd,dkmt,dkmf,dnatr,dkal,DV610,DV681,DV684,DV687,DV620,DV630,DV650,DV670,DV570,DV540,DV810,DV825,DV829,DV431,DV433,DV440,DV451,DV455,DV459,DV461,DV465,DV469,DV470,DV480,DV499,DV491,DV310,DV311,DV315,DV321,DV323,DV325,DV331,DV334,DV337,DV111,DV112,DV113,DV115,DV117,DV119,DV120,DV141,DV145,DV147,DV150,DV160,DV841,DV845,DV850,DV341,DV343,DV344,DV345,DV346,DV351,DV357,DV360,DV370,DV390,DV131 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diff --git a/data/DATA_KORA_S3_P2_Preliminary.csv b/data/DATA_KORA_S3_P2_Preliminary.csv deleted file mode 100644 index c6bc0ee..0000000 --- a/data/DATA_KORA_S3_P2_Preliminary.csv +++ /dev/null @@ -1,101 +0,0 @@ -id,dcsex,dtalteru,dtbbild,dtcigsmk,dtpyrs,dtstsalt,dtbmi,k4tbmi,dttumf,dthumf,dl_trin,dl_choln,dl_ldln,dl_hdln,prev_dm_16,dthyact,dtmstati,inz_mi_16,mi_alter_16,inz_apo_16,inz_dm_16,dm_alter_16,t_all_16,t_cvd_16,t_ca_16,dkcal,dkohle,deiwei,dfette,dalk,dballa,dges,deuf,dmuf,admd,dkmt,dkmf,dnatr,dkal,DV610,DV681,DV684,DV687,DV620,DV630,DV650,DV670,DV570,DV540,DV810,DV825,DV829,DV431,DV433,DV440,DV451,DV455,DV459,DV461,DV465,DV469,DV470,DV480,DV499,DV491,DV310,DV311,DV315,DV321,DV323,DV325,DV331,DV334,DV337,DV111,DV112,DV113,DV115,DV117,DV119,DV120,DV141,DV145,DV147,DV150,DV160,DV841,DV845,DV850,DV341,DV343,DV344,DV345,DV346,DV351,DV357,DV360,DV370,DV390 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diff --git a/rmonize/data_dictionary/DD_KORA_S1_P1.xlsx b/rmonize/data_dictionary/DD_KORA_S1_P1.xlsx index 55ae3b9..0ec4b31 100644 Binary files a/rmonize/data_dictionary/DD_KORA_S1_P1.xlsx and b/rmonize/data_dictionary/DD_KORA_S1_P1.xlsx differ diff --git a/rmonize/data_dictionary/DD_KORA_S1_P2.xlsx b/rmonize/data_dictionary/DD_KORA_S1_P2.xlsx index 66f93f4..477f6ef 100644 Binary files a/rmonize/data_dictionary/DD_KORA_S1_P2.xlsx and b/rmonize/data_dictionary/DD_KORA_S1_P2.xlsx differ diff --git a/rmonize/data_dictionary/DD_KORA_S3_P1.xlsx b/rmonize/data_dictionary/DD_KORA_S3_P1.xlsx index bd11106..f453bc1 100644 Binary files a/rmonize/data_dictionary/DD_KORA_S3_P1.xlsx and b/rmonize/data_dictionary/DD_KORA_S3_P1.xlsx differ diff --git a/rmonize/data_dictionary/DD_KORA_S3_P2.xlsx b/rmonize/data_dictionary/DD_KORA_S3_P2.xlsx index 9ffb427..5d6e8eb 100644 Binary files a/rmonize/data_dictionary/DD_KORA_S3_P2.xlsx and b/rmonize/data_dictionary/DD_KORA_S3_P2.xlsx differ diff --git a/rmonize/data_proc_elem/DPE_KARMEN_P1.xlsx b/rmonize/data_proc_elem/DPE_KARMEN_P1.xlsx new file mode 100644 index 0000000..4d9066c Binary files /dev/null and b/rmonize/data_proc_elem/DPE_KARMEN_P1.xlsx differ diff --git a/rmonize/data_proc_elem/DPE_KARMEN_P2.xlsx b/rmonize/data_proc_elem/DPE_KARMEN_P2.xlsx new file mode 100644 index 0000000..b06befd Binary files /dev/null and b/rmonize/data_proc_elem/DPE_KARMEN_P2.xlsx differ diff --git a/rmonize/data_proc_elem/DPE_KORA_S1_P1.xlsx b/rmonize/data_proc_elem/DPE_KORA_S1_P1.xlsx index bcfd285..bf1261b 100644 Binary files a/rmonize/data_proc_elem/DPE_KORA_S1_P1.xlsx and b/rmonize/data_proc_elem/DPE_KORA_S1_P1.xlsx differ diff --git a/rmonize/data_proc_elem/DPE_KORA_S1_P2.xlsx b/rmonize/data_proc_elem/DPE_KORA_S1_P2.xlsx index 01d1149..224705a 100644 Binary files a/rmonize/data_proc_elem/DPE_KORA_S1_P2.xlsx and b/rmonize/data_proc_elem/DPE_KORA_S1_P2.xlsx differ diff --git a/rmonize/data_proc_elem/DPE_KORA_S3_P1.xlsx b/rmonize/data_proc_elem/DPE_KORA_S3_P1.xlsx index 2027de5..b96db63 100644 Binary files a/rmonize/data_proc_elem/DPE_KORA_S3_P1.xlsx and b/rmonize/data_proc_elem/DPE_KORA_S3_P1.xlsx differ diff --git a/rmonize/data_proc_elem/DPE_KORA_S3_P2.xlsx b/rmonize/data_proc_elem/DPE_KORA_S3_P2.xlsx index 249ddd1..a2922c3 100644 Binary files a/rmonize/data_proc_elem/DPE_KORA_S3_P2.xlsx and b/rmonize/data_proc_elem/DPE_KORA_S3_P2.xlsx differ diff --git a/rmonize/data_schema/Dataschema_P1.xlsx b/rmonize/data_schema/Dataschema_P1.xlsx index 7262689..091e40f 100644 Binary files a/rmonize/data_schema/Dataschema_P1.xlsx and b/rmonize/data_schema/Dataschema_P1.xlsx differ diff --git a/rmonize/data_schema/Dataschema_P2.xlsx b/rmonize/data_schema/Dataschema_P2.xlsx index a3bc85e..4888eb7 100644 Binary files a/rmonize/data_schema/Dataschema_P2.xlsx and b/rmonize/data_schema/Dataschema_P2.xlsx differ diff --git a/scripts/GINI_P1.R b/scripts/GINI_P1.R index ed1554b..526bd93 100644 --- a/scripts/GINI_P1.R +++ b/scripts/GINI_P1.R @@ -6,6 +6,7 @@ # install.packages("tidyverse") # install.packages("here") # install.packages("car") +# install.packages("writexl") #### Load the package in order to conduct library(Rmonize) @@ -13,6 +14,7 @@ library(readxl) library(tidyverse) library(here) library(car) +library(writexl) #### Step 0: Name of the study dataset_name <- "GINI_P1" @@ -78,14 +80,34 @@ Rmonize::harmonized_dossier_visualize(harmonized_dossier, bookdown_path, harmonized_dossier_summary = harmonized_dossier_summary) +ifelse(!dir.exists(file.path(here::here("output/rmonize_summary/"))), dir.create(file.path(here::here("output/rmonize_summary/"))), FALSE) +ifelse(!dir.exists(file.path(here::here("output/opal_dd/"))), dir.create(file.path(here::here("output/opal_dd/"))), FALSE) + + +dir.create(here::here("output/rmonize_summary/", paste0(dataset_name, "_", system_name))) +file.copy(here::here("output/rmonize_report/", paste0(dataset_name, "_", system_name, "/docs")), + here::here("output/rmonize_summary/", paste0(dataset_name, "_", system_name)), recursive=TRUE) + +dir.create(here::here("output/opal_dd/", paste0(dataset_name, "_", system_name))) +opal_dd <- dataschema +opal_dd$Variables$table <- dataset_name +opal_dd$Categories$table <- dataset_name +opal_dd$Variables <- opal_dd$Variables[c(1,5,2:4)] +opal_dd$Categories <- opal_dd$Categories[c(4,1:3)] + +writexl::write_xlsx(opal_dd, here::here("output/opal_dd/", paste0(dataset_name, "_", system_name, "/", dataset_name, "_DD.xlsx"))) + + # Open the visual report in a browser. fabR::bookdown_open(bookdown_path) #### Step 9: Extract and save harmonized data into a pre-set folder harmonized_dataset <- Rmonize::pooled_harmonized_dataset_create(harmonized_dossier) +ifelse(!dir.exists(file.path(here::here("output/harmonised_dataset/", paste0(dataset_name, "_", system_name)))),dir.create(here::here("output/harmonised_dataset/", paste0(dataset_name, "_", system_name))), FALSE) + readr::write_delim(x = harmonized_dataset, - file = here::here(paste0("output/harmonised_dataset/", dataset_name, "_harmonized.csv")), + file = here::here(paste0("output/harmonised_dataset/", dataset_name, "_", system_name, "/", dataset_name,"_harmonized.csv")), delim = ",", na = "") diff --git a/scripts/GINI_P2.R b/scripts/GINI_P2.R index 11dba85..c98b40f 100644 --- a/scripts/GINI_P2.R +++ b/scripts/GINI_P2.R @@ -6,6 +6,7 @@ # install.packages("tidyverse") # install.packages("here") # install.packages("car") +# install.packages("writexl") #### Load the package in order to conduct library(Rmonize) @@ -13,6 +14,7 @@ library(readxl) library(tidyverse) library(here) library(car) +library(writexl) #### Step 0: Name of the study dataset_name <- "GINI_P2" @@ -77,13 +79,34 @@ Rmonize::harmonized_dossier_visualize(harmonized_dossier, bookdown_path, harmonized_dossier_summary = harmonized_dossier_summary) + +ifelse(!dir.exists(file.path(here::here("output/rmonize_summary/"))), dir.create(file.path(here::here("output/rmonize_summary/"))), FALSE) +ifelse(!dir.exists(file.path(here::here("output/opal_dd/"))), dir.create(file.path(here::here("output/opal_dd/"))), FALSE) + + +dir.create(here::here("output/rmonize_summary/", paste0(dataset_name, "_", system_name))) +file.copy(here::here("output/rmonize_report/", paste0(dataset_name, "_", system_name, "/docs")), + here::here("output/rmonize_summary/", paste0(dataset_name, "_", system_name)), recursive=TRUE) + +dir.create(here::here("output/opal_dd/", paste0(dataset_name, "_", system_name))) +opal_dd <- dataschema +opal_dd$Variables$table <- dataset_name +opal_dd$Categories$table <- dataset_name +opal_dd$Variables <- opal_dd$Variables[c(1,5,2:4)] +opal_dd$Categories <- opal_dd$Categories[c(4,1:3)] + +writexl::write_xlsx(opal_dd, here::here("output/opal_dd/", paste0(dataset_name, "_", system_name, "/", dataset_name, "_DD.xlsx"))) + + # Open the visual report in a browser. fabR::bookdown_open(bookdown_path) #### Step 9: Extract and save harmonized data into a pre-set folder harmonized_dataset <- Rmonize::pooled_harmonized_dataset_create(harmonized_dossier) +ifelse(!dir.exists(file.path(here::here("output/harmonised_dataset/", paste0(dataset_name, "_", system_name)))),dir.create(here::here("output/harmonised_dataset/", paste0(dataset_name, "_", system_name))), FALSE) + readr::write_delim(x = harmonized_dataset, - file = here::here(paste0("output/harmonised_dataset/", dataset_name, "_harmonized.csv")), + file = here::here(paste0("output/harmonised_dataset/", dataset_name, "_", system_name, "/", dataset_name,"_harmonized.csv")), delim = ",", na = "") \ No newline at end of file diff --git a/scripts/KORA_S1_P1.R b/scripts/KORA_S1_P1.R index 38bf641..60f6f5f 100644 --- a/scripts/KORA_S1_P1.R +++ b/scripts/KORA_S1_P1.R @@ -6,6 +6,7 @@ # install.packages("tidyverse") # install.packages("here") # install.packages("car") +# install.packages("writexl") #### Load the package in order to conduct library(Rmonize) @@ -13,6 +14,7 @@ library(readxl) library(tidyverse) library(here) library(car) +library(writexl) #### Step 0: Name of the study dataset_name <- "KORA_S1_P1" @@ -78,14 +80,34 @@ Rmonize::harmonized_dossier_visualize(harmonized_dossier, bookdown_path, harmonized_dossier_summary = harmonized_dossier_summary) +ifelse(!dir.exists(file.path(here::here("output/rmonize_summary/"))), dir.create(file.path(here::here("output/rmonize_summary/"))), FALSE) +ifelse(!dir.exists(file.path(here::here("output/opal_dd/"))), dir.create(file.path(here::here("output/opal_dd/"))), FALSE) + + +dir.create(here::here("output/rmonize_summary/", paste0(dataset_name, "_", system_name))) +file.copy(here::here("output/rmonize_report/", paste0(dataset_name, "_", system_name, "/docs")), + here::here("output/rmonize_summary/", paste0(dataset_name, "_", system_name)), recursive=TRUE) + +dir.create(here::here("output/opal_dd/", paste0(dataset_name, "_", system_name))) +opal_dd <- dataschema +opal_dd$Variables$table <- dataset_name +opal_dd$Categories$table <- dataset_name +opal_dd$Variables <- opal_dd$Variables[c(1,5,2:4)] +opal_dd$Categories <- opal_dd$Categories[c(4,1:3)] + +writexl::write_xlsx(opal_dd, here::here("output/opal_dd/", paste0(dataset_name, "_", system_name, "/", dataset_name, "_DD.xlsx"))) + + # Open the visual report in a browser. fabR::bookdown_open(bookdown_path) #### Step 9: Extract and save harmonized data into a pre-set folder harmonized_dataset <- Rmonize::pooled_harmonized_dataset_create(harmonized_dossier) +ifelse(!dir.exists(file.path(here::here("output/harmonised_dataset/", paste0(dataset_name, "_", system_name)))),dir.create(here::here("output/harmonised_dataset/", paste0(dataset_name, "_", system_name))), FALSE) + readr::write_delim(x = harmonized_dataset, - file = here::here(paste0("output/harmonised_dataset/", dataset_name, "_harmonized.csv")), + file = here::here(paste0("output/harmonised_dataset/", dataset_name, "_", system_name, "/", dataset_name,"_harmonized.csv")), delim = ",", na = "") diff --git a/scripts/KORA_S1_P2.R b/scripts/KORA_S1_P2.R index fe37aaa..119a1e5 100644 --- a/scripts/KORA_S1_P2.R +++ b/scripts/KORA_S1_P2.R @@ -6,6 +6,7 @@ # install.packages("tidyverse") # install.packages("here") # install.packages("car") +# install.packages("writexl") #### Load the package in order to conduct library(Rmonize) @@ -13,6 +14,7 @@ library(readxl) library(tidyverse) library(here) library(car) +library(writexl) #### Step 0: Name of the study dataset_name <- "KORA_S1_P2" @@ -77,13 +79,34 @@ Rmonize::harmonized_dossier_visualize(harmonized_dossier, bookdown_path, harmonized_dossier_summary = harmonized_dossier_summary) + +ifelse(!dir.exists(file.path(here::here("output/rmonize_summary/"))), dir.create(file.path(here::here("output/rmonize_summary/"))), FALSE) +ifelse(!dir.exists(file.path(here::here("output/opal_dd/"))), dir.create(file.path(here::here("output/opal_dd/"))), FALSE) + + +dir.create(here::here("output/rmonize_summary/", paste0(dataset_name, "_", system_name))) +file.copy(here::here("output/rmonize_report/", paste0(dataset_name, "_", system_name, "/docs")), + here::here("output/rmonize_summary/", paste0(dataset_name, "_", system_name)), recursive=TRUE) + +dir.create(here::here("output/opal_dd/", paste0(dataset_name, "_", system_name))) +opal_dd <- dataschema +opal_dd$Variables$table <- dataset_name +opal_dd$Categories$table <- dataset_name +opal_dd$Variables <- opal_dd$Variables[c(1,5,2:4)] +opal_dd$Categories <- opal_dd$Categories[c(4,1:3)] + +writexl::write_xlsx(opal_dd, here::here("output/opal_dd/", paste0(dataset_name, "_", system_name, "/", dataset_name, "_DD.xlsx"))) + + # Open the visual report in a browser. fabR::bookdown_open(bookdown_path) #### Step 9: Extract and save harmonized data into a pre-set folder harmonized_dataset <- Rmonize::pooled_harmonized_dataset_create(harmonized_dossier) +ifelse(!dir.exists(file.path(here::here("output/harmonised_dataset/", paste0(dataset_name, "_", system_name)))),dir.create(here::here("output/harmonised_dataset/", paste0(dataset_name, "_", system_name))), FALSE) + readr::write_delim(x = harmonized_dataset, - file = here::here(paste0("output/harmonised_dataset/", dataset_name, "_harmonized.csv")), + file = here::here(paste0("output/harmonised_dataset/", dataset_name, "_", system_name, "/", dataset_name,"_harmonized.csv")), delim = ",", na = "") \ No newline at end of file diff --git a/scripts/KORA_S3_P1.R b/scripts/KORA_S3_P1.R index b447431..908aa3b 100644 --- a/scripts/KORA_S3_P1.R +++ b/scripts/KORA_S3_P1.R @@ -6,6 +6,7 @@ # install.packages("tidyverse") # install.packages("here") # install.packages("car") +# install.packages("writexl") #### Load the package in order to conduct library(Rmonize) @@ -13,6 +14,7 @@ library(readxl) library(tidyverse) library(here) library(car) +library(writexl) #### Step 0: Name of the study dataset_name <- "KORA_S3_P1" @@ -78,13 +80,33 @@ Rmonize::harmonized_dossier_visualize(harmonized_dossier, bookdown_path, harmonized_dossier_summary = harmonized_dossier_summary) +ifelse(!dir.exists(file.path(here::here("output/rmonize_summary/"))), dir.create(file.path(here::here("output/rmonize_summary/"))), FALSE) +ifelse(!dir.exists(file.path(here::here("output/opal_dd/"))), dir.create(file.path(here::here("output/opal_dd/"))), FALSE) + + +dir.create(here::here("output/rmonize_summary/", paste0(dataset_name, "_", system_name))) +file.copy(here::here("output/rmonize_report/", paste0(dataset_name, "_", system_name, "/docs")), + here::here("output/rmonize_summary/", paste0(dataset_name, "_", system_name)), recursive=TRUE) + +dir.create(here::here("output/opal_dd/", paste0(dataset_name, "_", system_name))) +opal_dd <- dataschema +opal_dd$Variables$table <- dataset_name +opal_dd$Categories$table <- dataset_name +opal_dd$Variables <- opal_dd$Variables[c(1,5,2:4)] +opal_dd$Categories <- opal_dd$Categories[c(4,1:3)] + +writexl::write_xlsx(opal_dd, here::here("output/opal_dd/", paste0(dataset_name, "_", system_name, "/", dataset_name, "_DD.xlsx"))) + + # Open the visual report in a browser. fabR::bookdown_open(bookdown_path) #### Step 9: Extract and save harmonized data into a pre-set folder harmonized_dataset <- Rmonize::pooled_harmonized_dataset_create(harmonized_dossier) +ifelse(!dir.exists(file.path(here::here("output/harmonised_dataset/", paste0(dataset_name, "_", system_name)))),dir.create(here::here("output/harmonised_dataset/", paste0(dataset_name, "_", system_name))), FALSE) + readr::write_delim(x = harmonized_dataset, - file = here::here(paste0("output/harmonised_dataset/", dataset_name, "_harmonized.csv")), + file = here::here(paste0("output/harmonised_dataset/", dataset_name, "_", system_name, "/", dataset_name,"_harmonized.csv")), delim = ",", na = "") diff --git a/scripts/KORA_S3_P2.R b/scripts/KORA_S3_P2.R index 10ed823..b8ef208 100644 --- a/scripts/KORA_S3_P2.R +++ b/scripts/KORA_S3_P2.R @@ -6,6 +6,7 @@ # install.packages("tidyverse") # install.packages("here") # install.packages("car") +# install.packages("writexl") #### Load the package in order to conduct library(Rmonize) @@ -13,6 +14,7 @@ library(readxl) library(tidyverse) library(here) library(car) +library(writexl) #### Step 0: Name of the study dataset_name <- "KORA_S3_P2" @@ -77,13 +79,34 @@ Rmonize::harmonized_dossier_visualize(harmonized_dossier, bookdown_path, harmonized_dossier_summary = harmonized_dossier_summary) + +ifelse(!dir.exists(file.path(here::here("output/rmonize_summary/"))), dir.create(file.path(here::here("output/rmonize_summary/"))), FALSE) +ifelse(!dir.exists(file.path(here::here("output/opal_dd/"))), dir.create(file.path(here::here("output/opal_dd/"))), FALSE) + + +dir.create(here::here("output/rmonize_summary/", paste0(dataset_name, "_", system_name))) +file.copy(here::here("output/rmonize_report/", paste0(dataset_name, "_", system_name, "/docs")), + here::here("output/rmonize_summary/", paste0(dataset_name, "_", system_name)), recursive=TRUE) + +dir.create(here::here("output/opal_dd/", paste0(dataset_name, "_", system_name))) +opal_dd <- dataschema +opal_dd$Variables$table <- dataset_name +opal_dd$Categories$table <- dataset_name +opal_dd$Variables <- opal_dd$Variables[c(1,5,2:4)] +opal_dd$Categories <- opal_dd$Categories[c(4,1:3)] + +writexl::write_xlsx(opal_dd, here::here("output/opal_dd/", paste0(dataset_name, "_", system_name, "/", dataset_name, "_DD.xlsx"))) + + # Open the visual report in a browser. fabR::bookdown_open(bookdown_path) #### Step 9: Extract and save harmonized data into a pre-set folder harmonized_dataset <- Rmonize::pooled_harmonized_dataset_create(harmonized_dossier) +ifelse(!dir.exists(file.path(here::here("output/harmonised_dataset/", paste0(dataset_name, "_", system_name)))),dir.create(here::here("output/harmonised_dataset/", paste0(dataset_name, "_", system_name))), FALSE) + readr::write_delim(x = harmonized_dataset, - file = here::here(paste0("output/harmonised_dataset/", dataset_name, "_harmonized.csv")), + file = here::here(paste0("output/harmonised_dataset/", dataset_name, "_", system_name, "/", dataset_name,"_harmonized.csv")), delim = ",", na = "") \ No newline at end of file diff --git a/scripts/LISA_P1.R b/scripts/LISA_P1.R index 9e4e6cb..812ed08 100644 --- a/scripts/LISA_P1.R +++ b/scripts/LISA_P1.R @@ -6,6 +6,7 @@ # install.packages("tidyverse") # install.packages("here") # install.packages("car") +# install.packages("writexl") #### Load the package in order to conduct library(Rmonize) @@ -13,6 +14,7 @@ library(readxl) library(tidyverse) library(here) library(car) +library(writexl) #### Step 0: Name of the study dataset_name <- "LISA_P1" @@ -77,14 +79,35 @@ Rmonize::harmonized_dossier_visualize(harmonized_dossier, bookdown_path, harmonized_dossier_summary = harmonized_dossier_summary) + +ifelse(!dir.exists(file.path(here::here("output/rmonize_summary/"))), dir.create(file.path(here::here("output/rmonize_summary/"))), FALSE) +ifelse(!dir.exists(file.path(here::here("output/opal_dd/"))), dir.create(file.path(here::here("output/opal_dd/"))), FALSE) + + +dir.create(here::here("output/rmonize_summary/", paste0(dataset_name, "_", system_name))) +file.copy(here::here("output/rmonize_report/", paste0(dataset_name, "_", system_name, "/docs")), + here::here("output/rmonize_summary/", paste0(dataset_name, "_", system_name)), recursive=TRUE) + +dir.create(here::here("output/opal_dd/", paste0(dataset_name, "_", system_name))) +opal_dd <- dataschema +opal_dd$Variables$table <- dataset_name +opal_dd$Categories$table <- dataset_name +opal_dd$Variables <- opal_dd$Variables[c(1,5,2:4)] +opal_dd$Categories <- opal_dd$Categories[c(4,1:3)] + +writexl::write_xlsx(opal_dd, here::here("output/opal_dd/", paste0(dataset_name, "_", system_name, "/", dataset_name, "_DD.xlsx"))) + + # Open the visual report in a browser. fabR::bookdown_open(bookdown_path) #### Step 9: Extract and save harmonized data into a pre-set folder harmonized_dataset <- Rmonize::pooled_harmonized_dataset_create(harmonized_dossier) +ifelse(!dir.exists(file.path(here::here("output/harmonised_dataset/", paste0(dataset_name, "_", system_name)))),dir.create(here::here("output/harmonised_dataset/", paste0(dataset_name, "_", system_name))), FALSE) + readr::write_delim(x = harmonized_dataset, - file = here::here(paste0("output/harmonised_dataset/", dataset_name, "_harmonized.csv")), + file = here::here(paste0("output/harmonised_dataset/", dataset_name, "_", system_name, "/", dataset_name,"_harmonized.csv")), delim = ",", na = "") diff --git a/scripts/LISA_P2.R b/scripts/LISA_P2.R index c9892f7..d9c13e5 100644 --- a/scripts/LISA_P2.R +++ b/scripts/LISA_P2.R @@ -6,6 +6,7 @@ # install.packages("tidyverse") # install.packages("here") # install.packages("car") +# install.packages("writexl") #### Load the package in order to conduct library(Rmonize) @@ -13,6 +14,7 @@ library(readxl) library(tidyverse) library(here) library(car) +library(writexl) #### Step 0: Name of the study dataset_name <- "LISA_P2" @@ -77,14 +79,35 @@ Rmonize::harmonized_dossier_visualize(harmonized_dossier, bookdown_path, harmonized_dossier_summary = harmonized_dossier_summary) + +ifelse(!dir.exists(file.path(here::here("output/rmonize_summary/"))), dir.create(file.path(here::here("output/rmonize_summary/"))), FALSE) +ifelse(!dir.exists(file.path(here::here("output/opal_dd/"))), dir.create(file.path(here::here("output/opal_dd/"))), FALSE) + + +dir.create(here::here("output/rmonize_summary/", paste0(dataset_name, "_", system_name))) +file.copy(here::here("output/rmonize_report/", paste0(dataset_name, "_", system_name, "/docs")), + here::here("output/rmonize_summary/", paste0(dataset_name, "_", system_name)), recursive=TRUE) + +dir.create(here::here("output/opal_dd/", paste0(dataset_name, "_", system_name))) +opal_dd <- dataschema +opal_dd$Variables$table <- dataset_name +opal_dd$Categories$table <- dataset_name +opal_dd$Variables <- opal_dd$Variables[c(1,5,2:4)] +opal_dd$Categories <- opal_dd$Categories[c(4,1:3)] + +writexl::write_xlsx(opal_dd, here::here("output/opal_dd/", paste0(dataset_name, "_", system_name, "/", dataset_name, "_DD.xlsx"))) + + # Open the visual report in a browser. fabR::bookdown_open(bookdown_path) #### Step 9: Extract and save harmonized data into a pre-set folder harmonized_dataset <- Rmonize::pooled_harmonized_dataset_create(harmonized_dossier) +ifelse(!dir.exists(file.path(here::here("output/harmonised_dataset/", paste0(dataset_name, "_", system_name)))),dir.create(here::here("output/harmonised_dataset/", paste0(dataset_name, "_", system_name))), FALSE) + readr::write_delim(x = harmonized_dataset, - file = here::here(paste0("output/harmonised_dataset/", dataset_name, "_harmonized.csv")), + file = here::here(paste0("output/harmonised_dataset/", dataset_name, "_", system_name, "/", dataset_name,"_harmonized.csv")), delim = ",", na = "") diff --git a/tests/assign_variables.R b/tests/assign_variables.R new file mode 100644 index 0000000..e4262bd --- /dev/null +++ b/tests/assign_variables.R @@ -0,0 +1,98 @@ +assign_and_compare <- function(studyname) { + dataschema_p1 <- list(Variables = tibble::tibble(readxl::read_excel(here::here("rmonize/data_schema/", "Dataschema_P1.xlsx"), sheet = 1)), + Categories = tibble::tibble(readxl::read_excel(here::here("rmonize/data_schema/", "Dataschema_P1.xlsx"), sheet = 2))) + dataschema_p2 <- list(Variables = tibble::tibble(readxl::read_excel(here::here("rmonize/data_schema/", "Dataschema_P2.xlsx"), sheet = 1)), + Categories = tibble::tibble(readxl::read_excel(here::here("rmonize/data_schema/", "Dataschema_P2.xlsx"), sheet = 2))) + + union <- union(dataschema_p1$Variables$name, dataschema_p2$Variables$name) + + franzi_vars <-union[9:127] + tracy_vars <-union[c(1:4,6, 128, 129, 131:139, 144:185)] + ines_vars <- union[c(5, 7, 8, 130, 140:143, 186:212)] + + dpe_p1 <- readxl::read_excel(here::here("rmonize/data_proc_elem", paste0("DPE_", studyname, "_P1.xlsx")), sheet = 1) + dpe_p2 <- readxl::read_excel(here::here("rmonize/data_proc_elem", paste0("DPE_", studyname, "_P2.xlsx")), sheet = 1) + # Initialize output lists for each person + tracy <- list() + ines <- list() + franzi <- list() + + # Get the list of all unique variables + all_vars <- union(dpe_p1$dataschema_variable, dpe_p2$dataschema_variable) + + for (var in all_vars) { + # Validation logic + if (var %in% dataschema_p1$Variables$name && var %in% dataschema_p2$Variables$name) { + # Check against both dpe_p1 and dpe_p2 + if (!var %in% dpe_p1$dataschema_variable) { + warning(sprintf("Warning: 'var' (%s) is in 'dataschema_p1' but does not match 'dpe_p1$dataschema_variable' (%s).", var, dpe_p1$dataschema_variable)) + } + if (!var %in% dpe_p2$dataschema_variable) { + warning(sprintf("Warning: 'var' (%s) is in 'dataschema_p2' but does not match 'dpe_p2$dataschema_variable' (%s).", var, dpe_p2$dataschema_variable)) + } + } else if (var %in% dataschema_p1$Variables$name) { + # Check against dpe_p1 only + if (!var %in% dpe_p1$dataschema_variable) { + warning(sprintf("Warning: 'var' (%s) is in 'dataschema_p1' but does not match 'dpe_p1$dataschema_variable' (%s).", var, dpe_p1$dataschema_variable)) + } + } else if (var %in% dataschema_p2$Variables$name) { + # Check against dpe_p2 only + if (!var %in% dpe_p2$dataschema_variable) { + warning(sprintf("Warning: 'var' (%s) is in 'dataschema_p2' but does not match 'dpe_p2$dataschema_variable' (%s).", var, dpe_p2$dataschema_variable)) + } + } else { + # Handle case where 'var' is in neither dataschema + warning(sprintf("Warning: 'var' (%s) is not found in 'dataschema_p1$Variables$name' or 'dataschema_p2$Variables$name'.", var)) + } + + # Get indices of the variable in dpe_p1 and dpe_p2 + idxA <- which(dpe_p1$dataschema_variable == var) + idxB <- which(dpe_p2$dataschema_variable == var) + + # Determine the source of the variable and compare if necessary + if (length(idxA) > 0 && length(idxB) > 0) { # Exists in both + # Get rows from dpe_p1 and dpe_p2 + valueA <- dpe_p1[idxA, ] + valueB <- dpe_p2[idxB, ] + + # Exclude the $input_dataset column for comparison + compareA <- valueA[, !(colnames(valueA) %in% "input_dataset"), drop = FALSE] + compareB <- valueB[, !(colnames(valueB) %in% "input_dataset"), drop = FALSE] + + # Compare rows and decide the value + if (identical(compareA, compareB)) { + value <- valueA + } else { + value <- valueA + value$`Mlstr_harmo::comment` <- "ERROR" # Indicate mismatch + } + } else if (length(idxA) > 0) { # Exists only in dpe_p1 + value <- dpe_p1[idxA, ] + } else if (length(idxB) > 0) { # Exists only in dpe_p2 + value <- dpe_p2[idxB, ] + } else { + next # Skip if it doesn't exist in either + } + # Set $input_dataset to "" + value$input_dataset <- "" + + # Assign the variable to the appropriate person + if (var %in% tracy_vars) { + tracy <- rbind(tracy, value) + } else if (var %in% ines_vars) { + ines <- rbind(ines, value) + } else if (var %in% franzi_vars) { + franzi <- rbind(franzi, value) + } + } + # Combine results into a named list + result <- list( + Tracy = tracy, + Ines = ines, + Franzi = franzi + ) + writexl::write_xlsx(result$Tracy, paste0("Tracy/DPE_", studyname, "_TRACY.xlsx")) + writexl::write_xlsx(result$Ines, paste0("Ines/DPE_", studyname, "_INES.xlsx")) + writexl::write_xlsx(result$Franzi, paste0("Franzi/DPE_", studyname, "_FRANZI.xlsx")) + return(result) +}