From 3ec13abd9d74f35b6c89e7f60e7b30a01d7baf66 Mon Sep 17 00:00:00 2001
From: Sofia Siampani <sofiamaria.siampani@mdc-berlin.de>
Date: Thu, 5 Dec 2024 15:54:46 +0100
Subject: [PATCH 01/32] testing the workflow

---
 DPE_KARMEN_TRACY.rds                      | Bin 0 -> 1982 bytes
 rmonize/data_proc_elem/DPE_KARMEN_P1.xlsx | Bin 0 -> 30526 bytes
 rmonize/data_proc_elem/DPE_KARMEN_P2.xlsx | Bin 0 -> 26270 bytes
 tests/assign_variables.R                  |  90 ++++++++++++++++++++++
 4 files changed, 90 insertions(+)
 create mode 100644 DPE_KARMEN_TRACY.rds
 create mode 100644 rmonize/data_proc_elem/DPE_KARMEN_P1.xlsx
 create mode 100644 rmonize/data_proc_elem/DPE_KARMEN_P2.xlsx
 create mode 100644 tests/assign_variables.R

diff --git a/DPE_KARMEN_TRACY.rds b/DPE_KARMEN_TRACY.rds
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diff --git a/tests/assign_variables.R b/tests/assign_variables.R
new file mode 100644
index 0000000..8cf69c1
--- /dev/null
+++ b/tests/assign_variables.R
@@ -0,0 +1,90 @@
+dataschema_1 <- tibble::tibble(readxl::read_excel(here::here("rmonize/data_schema/", "Dataschema_P1.xlsx"), sheet = 1))
+dataschema_2 <- tibble::tibble(readxl::read_excel(here::here("rmonize/data_schema/", "Dataschema_P1.xlsx"), sheet = 2))
+
+dataschema_p1 <- list(Variables = dataschema_1,
+                   Categories = dataschema_2)
+dataschema_1 <- tibble::tibble(readxl::read_excel(here::here("rmonize/data_schema/", "Dataschema_P2.xlsx"), sheet = 1))
+dataschema_2 <- tibble::tibble(readxl::read_excel(here::here("rmonize/data_schema/", "Dataschema_P2.xlsx"), sheet = 2))
+
+dataschema_p2 <- list(Variables = dataschema_1,
+                   Categories = dataschema_2)
+intersect <- intersect(dataschema_p1$Variables$name, dataschema_p2$Variables$name)
+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)]
+
+P1_P2_intersect <- cbind(intersect, dataschema_p1$Variables$index[dataschema_p1$Variables$name %in% intersect], dataschema_p2$Variables$index[dataschema_p2$Variables$name %in% intersect])
+colnames(P1_P2_intersect) <- c("name", "index_P1", "index_P2")
+
+P1_P2_union <- data.frame(
+  name = union,
+  index_P1 = match(union, dataschema_p1$Variables$name), # Index of variables in dfA (NA if not present)
+  index_P2 = match(union, dataschema_p2$Variables$name)  # Index of variables in dfB (NA if not present)
+)
+
+dpe_P1 <- readxl::read_excel(here::here("rmonize/data_proc_elem/DPE_KARMEN_P1.xlsx"), sheet = 1)
+dpe_P2 <- readxl::read_excel(here::here("rmonize/data_proc_elem/DPE_KARMEN_P2.xlsx"), sheet = 1)
+
+assign_and_compare <- function(dfA, dfB, tracy_vars, ines_vars, franzi_vars) {
+  # Initialize output lists for each person
+  tracy <- list()
+  ines <- list()
+  franzi <- list()
+  
+  # Get the list of all unique variables
+  all_vars <- union(dfA$dataschema_variable, dfB$dataschema_variable)
+  
+  for (var in all_vars) {
+    # Get indices of the variable in dfA and dfB
+    idxA <- which(dfA$dataschema_variable == var)
+    idxB <- which(dfB$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 dfA and dfB
+      valueA <- dfA[idxA, ]
+      valueB <- dfB[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::status` <- "ERROR" # Indicate mismatch
+      }
+    } else if (length(idxA) > 0) { # Exists only in dfA
+      value <- dfA[idxA, ]
+    } else if (length(idxB) > 0) { # Exists only in dfB
+      value <- dfB[idxB, ]
+    } else {
+      next # Skip if it doesn't exist in either
+    }
+    # Set $input_dataset to "KARMEN_PX"
+    value$input_dataset <- "KARMEN_PX"
+    
+    # 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
+  )
+  
+  return(result)
+}
+
+saveRDS(result$Tracy, "DPE_KARMEN_TRACY.rds")

From 8740e1540d56aba889c39998180935305c66e1ab Mon Sep 17 00:00:00 2001
From: Sofia Siampani <sofiamaria.siampani@mdc-berlin.de>
Date: Thu, 5 Dec 2024 15:54:46 +0100
Subject: [PATCH 02/32] testing the workflow

---
 rmonize/data_proc_elem/DPE_KARMEN_P1.xlsx | Bin 0 -> 30526 bytes
 rmonize/data_proc_elem/DPE_KARMEN_P2.xlsx | Bin 0 -> 26270 bytes
 tests/DPE_KARMEN_FRANZI.csv               | 128 ++++++++++++++++++++++
 tests/DPE_KARMEN_INES.csv                 |  49 +++++++++
 tests/DPE_KARMEN_TRACY.csv                |  58 ++++++++++
 tests/assign_variables.R                  |  92 ++++++++++++++++
 6 files changed, 327 insertions(+)
 create mode 100644 rmonize/data_proc_elem/DPE_KARMEN_P1.xlsx
 create mode 100644 rmonize/data_proc_elem/DPE_KARMEN_P2.xlsx
 create mode 100644 tests/DPE_KARMEN_FRANZI.csv
 create mode 100644 tests/DPE_KARMEN_INES.csv
 create mode 100644 tests/DPE_KARMEN_TRACY.csv
 create mode 100644 tests/assign_variables.R

diff --git a/rmonize/data_proc_elem/DPE_KARMEN_P1.xlsx b/rmonize/data_proc_elem/DPE_KARMEN_P1.xlsx
new file mode 100644
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zW$mrPrziwBYvYg57yYZ278F`oj6C{3!jg_s^XyU1{unH3nrhh6PtU8%9u_Y8Cfmhr
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zj*IMl93eUyp|xh^yM=>^s9^=GzEXN>skv;WFO_P+a<#K78xY$#OBX}(8jB+aQ!E?f
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z*=?XgXT5|Bu25EK>UTFV51Ij*CnnLe47S)WE0{As_Uaf<DjAe`onE;-RBtPakbsMv
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zhUq7AAw?zg9->pCy291&{N|wP05_<toxD1_PL=wYW{6?>b(oA^XhXD#Gs$f;>QVd6
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z23OvLAGZ^ca(NEDNNF@gq+AKOJjP!Hm_J4Y{1C?jRW$gx^xf~780j{=Fso+#{kQ)E
DBGN=<

literal 0
HcmV?d00001

diff --git a/tests/DPE_KARMEN_FRANZI.csv b/tests/DPE_KARMEN_FRANZI.csv
new file mode 100644
index 0000000..c67a241
--- /dev/null
+++ b/tests/DPE_KARMEN_FRANZI.csv
@@ -0,0 +1,128 @@
+"index","dataschema_variable","label","valueType","input_dataset","input_variables","Mlstr_harmo::rule_category","Mlstr_harmo::algorithm","Mlstr_harmo::comment","Mlstr_harmo::status","Mlstr_harmo::status_detail"
+8,"POTATOES_TUB_01","Intake of starchy roots or tubers [g/d]","decimal","KARMEN_PX","Kart_sum oder
+Kart_sum_NCI","direct_mapping","direct_mapping","in this case, this combined group only consists of potatoes and no other tubers","partial","tentative"
+9,"POTATOES_0101","Potatoe intake [g/d]","decimal","KARMEN_PX","Kart_sum oder
+Kart_sum_NCI","direct_mapping","direct_mapping",NA,"complete","identical"
+10,"OTHERTUB_0102","Other roots and tuber intake [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+11,"VEGETABLES_02","Vegetable intake [g/d]","decimal","KARMEN_PX","Gem02_1","direct_mapping","direct_mapping",NA,"ERROR","identical"
+12,"LEAFYVEG_0201","Leafy vegetable intake [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+13,"FRUITINGVEG_0202","fruiting vegetable intake [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+14,"ROOTVEG_0203","root and tuber vegetable intake [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+15,"CABBAGE_0204","Head cabbages and similar intake [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+16,"MUSHROOMS_0205","mushroom intake [g/d]","decimal","KARMEN_PX","Gem02_2","direct_mapping","direct_mapping",NA,"complete","identical"
+17,"GRAINPODVEG_0206","intake of legumes with pod [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+18,"ONION_GARLIC_0207","bulb vegetables (onions, garlic) intake [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+19,"STALKVEG_0208","intake of stems/stalks eaten as vegetables [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+20,"MIXEDVEG_0209","intake of mixed vegetable salad or mixed green salad [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+21,"LEGUMES_TOT_03","Legumes intake [g/d]","decimal","KARMEN_PX","Gem02_Hu","direct_mapping","direct_mapping",NA,"ERROR","identical"
+22,"LEGUMES_0301","intake fresh seeds (without pod) from legumes (beans, peas etc.) [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+23,"FRUITS_TOT_04","intake of any type of RPCs of fruit nature [g/d]","decimal","KARMEN_PX","Obst_sum","direct_mapping","direct_mapping",NA,"ERROR","identical"
+24,"FRUITS_0401","Intake of fruits used as a fruit (as part-nature) [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+25,"NUTS_SEEDS_0402","Intake of tree nuts and seeds (as plant) and from nuts and similar seeds (as part-nature) [g/d]","decimal","KARMEN_PX","Nusa_sum","direct_mapping","direct_mapping",NA,"complete","identical"
+26,"MIXEDFRUITS_0403","Intake of candied fruit/mixed fruit, canned, jarred mixed fruit and miscellaneous fruits [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+27,"OLIVES_0404","Intake of processed olives, table olives and similar and olives for oil production and similar [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+28,"DAIRY_05","Intake of milk and dairy products and milk and milk products (dairy) [g/d]","decimal","KARMEN_PX","Milc_sum","direct_mapping","direct_mapping",NA,"complete","identical"
+29,"MILK_0501","Intake of (whole) cow and cattle milk [g/d]","decimal","KARMEN_PX","Milc07_1","operation",NA,NA,"partial","tentative"
+30,"MILKBEV_0502","Intake of buttermilk, traditional buttermilk, flavoured milk, flavoured whey and milk-based drinks (as part-nature) [g/d]","decimal","KARMEN_PX","Milc07_1","operation",NA,NA,"partial","tentative"
+31,"YOGURT_0503","Intake of fermented milk [g/d]","decimal","KARMEN_PX","Milc07_1","operation",NA,NA,"partial","tentative"
+32,"CURD_0504","Intake of cheese curd, quark and cottage [g/d]","decimal","KARMEN_PX","Milc07_2","operation",NA,NA,"partial","tentative"
+33,"CHEESE_0505","Intake of Cheese [g/d]","decimal","KARMEN_PX","Milc07_2","operation",NA,NA,"partial","tentative"
+34,"DAIRYDESSERT_0506","Intake of dairy dessert and similar
+Starchy pudding [g/d]","decimal","KARMEN_PX","Sues13_6","direct_mapping","direct_mapping",NA,"complete","identical"
+35,"CREAM_PROD_0507","Intake of cream and cream products [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+36,"DAIRYCREAM_050701","Cream intake (as part-nature) [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+37,"NONDAIRYCREAM_050702","Intake of Imitation cream, non-dairy coffee creamers and dairy imitates other than milk [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+38,"MILK_FOR_COFFEE_0508","Intake of condensed milk (sometimes with added sugars) and milk and dairy powders and concentrates [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+39,"CEREAL_PROD_06","Intake of cereals and cereal primary derivatives
+Cereal grains (and cereal-like grains) [g/d]","decimal","KARMEN_PX","Brot_sum","direct_mapping","direct_mapping",NA,"complete","identical"
+40,"FLOUR_FLAKES_0601","Intake of flours and other milled products and starches [g/d]","decimal","KARMEN_PX","Brot01_2","operation",NA,NA,"partial","tentative"
+41,"PASTA_RICE_0602","Intake of pastas and rice (or other cereal) –based dishes and pastas and rice (or other cereal) –based dishes (as part-nature) [g/d]","decimal","KARMEN_PX","Brot01_2","operation",NA,NA,"partial","tentative"
+42,"BREAD_PROD_0603","Intake of bread (as part-nature), bread products (as part-nature), bread and similar [g/d]","decimal","KARMEN_PX","Brot01_1","direct_mapping","direct_mapping",NA,"complete","identical"
+43,"BREAD_060301","Intake of bread [g/d]","decimal","KARMEN_PX","Brot01_1","operation",NA,NA,"partial","tentative"
+44,"CRISPBREAD_060302","Intake of crisp bread and rusk [g/d]","decimal","KARMEN_PX","Brot01_1","operation",NA,NA,"partial","tentative"
+45,"BREAKF_CEREALS_0604","Intake of breakfast cereals and breakfast cereals, plain [g/d]","decimal","KARMEN_PX","Brot01_2","operation",NA,NA,"partial","tentative"
+46,"SALT_BISCUIT_0605","Intake of crackers and breadsticks [g/d]","decimal","KARMEN_PX","Brot01_3","operation",NA,NA,"partial","tentative"
+47,"DOUGH_PASTRY_0606","Intake of fine bakery wares [g/d]","decimal","KARMEN_PX","Brot01_3","operation",NA,NA,"partial","tentative"
+48,"MEAT_PROD_07","Intake of meat and meat products [g/d]","decimal","KARMEN_PX","Flei_sum","direct_mapping","direct_mapping",NA,"complete","identical"
+49,"RED_MEAT_0701","Intake of red meat (mammals meat) [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","ERROR","unavailable"
+50,"BEEF_070101","Intake of cow, ox or bull fresh meat [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+51,"VEAL_070102","Intake of calf fresh meat [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+52,"PORK_070103","Intake of pig fresh meat [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+53,"MUTTON_LAMB_070104","Intake of Lamb and Sheep (adult) fresh meat [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+54,"HORSE_070105","Intake of Horse fresh meat [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+55,"GOAT_070106","Intake of Goat fresh meat, meat food and meat products [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+56,"POULTRY_0702","Intake of poultry fresh meat (muscle meat) and poultry meat food [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+57,"OTHERPOULTRY_070200","Intake of other poultry fresh meat, meat products, meat preparations and other poultry meat food [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+58,"CHICKEN_070201","Intake of chicken fresh meat, meat food and meat products [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+59,"TURKEY_070202","Intake of turkey fresh meat, meat food, meat products and meat preparations [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+60,"DUCK_070203","Intake of duck fresh meat, meat food, meat products, meat preparations [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+61,"GOOSE_070204","Intake of goose fresh meat, meat food, meat products and  meat preparations [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+62,"RABBIT_070205","Intake of rabbit fresh meat, meat food, meat products and meat preparations [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+63,"GAME_0703","Intake of Game mammals fresh meat/fat tissue, meat food, meat products, meat preparations, Game birds fresh meat, meat food, meat products, meat preparations and other game birds fresh meat [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+64,"PROCMEAT_0704","Intake of processed or preserved meat [g/d]","decimal","KARMEN_PX","Flei_Wurst","direct_mapping",NA,NA,"ERROR","identical"
+65,"OFFALS_0705","Intake of animal offal and other slaughtering [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+66,"FISH_SHELLFISH_08","Intake of fish, seafood, amphibians, reptiles and invertebrates, products of animal origin - fish, fish products and any other marine and freshwater food products [g/d]","decimal","KARMEN_PX","Fish_sum","direct_mapping","direct_mapping",NA,"complete","identical"
+67,"FISH_0801","Intake of Fish (meat) [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+68,"CRUSTACEANS_0802","Intake of seafood and products thereof [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+69,"FISH_PROD_0803","Intake of fish and seafood processed
+Fish fingers, breaded [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+70,"EGG_PROD_09","Intake of eggs and egg products [g/d]","decimal","KARMEN_PX","Eier_sum oder
+Eier_sum_NCI","direct_mapping","direct_mapping",NA,"complete","identical"
+71,"EGGS_0901","Intake of liquid egg products, hardened egg products, boiled eggs products, fried eggs products and processed eggs and egg products [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+72,"FAT_10","Intake of animal and vegetable fats and oils and primary derivatives thereof [g/d]","decimal","KARMEN_PX","Fett_sum","direct_mapping","direct_mapping",NA,"complete","identical"
+73,"VEGOILS_1001","Intake of vegetable fats and oils, edible [g/d]","decimal","KARMEN_PX","Fett06_2","operation",NA,NA,"partial","tentative"
+74,"BUTTER_1002","Intake of butter [g/d]","decimal","KARMEN_PX","Fett06_1","operation",NA,NA,"partial","tentative"
+75,"MARGARINE_1003","Intake of margarines and similar [g/d]","decimal","KARMEN_PX","Fett06_2","operation",NA,NA,"partial","tentative"
+76,"FRYFAT_1004","Intake of blended frying oil/fats [g/d]","decimal","KARMEN_PX",NA,"impossible","impossible","impossible","impossible","unavailable"
+77,"MARINEOILS_1005","Intake of fats and oils from marine animals [g/d]","decimal","KARMEN_PX","Fett06_1","operation",NA,NA,"partial","tentative"
+78,"OTHER_ANIMALFAT_1006","Intake of animal fats and oils (processed fat from animal tissue) [g/d]","decimal","KARMEN_PX","Fett06_1","operation",NA,NA,"partial","tentative"
+79,"SUGAR_CONFECT_11","Intake of sugar and similar, confectionery and water-based sweet desserts [g/d]","decimal","KARMEN_PX","Sues_sum","direct_mapping","direct_mapping",NA,"ERROR","identical"
+80,"HONEY_JAM_1101","Intake of sugars, syrups, honey and table-top sweeteners [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+81,"CHOCOLATE_1102","Intake of chocolate, chocolate products and chocolate coated conectionary [g/d]","decimal","KARMEN_PX","Sues13_1","operation","0.5 * Sues13_1",NA,"partial","tentative"
+82,"NONCHOC_SWEETS_1103","Intake of sweet bars and other formed sweet masses, candies (soft and hard) and other confectionery including breath refreshening microsweets [g/d]","decimal","KARMEN_PX","Sues13_1","operation","0.5 * Sues13_1",NA,"partial","tentative"
+83,"SYRUP_1104","Intake of corn syrup and sugar beet syrup [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+84,"ICECREAM_1105","Intake of spoonable desserts and ice creams (generic) [g/d]","decimal","KARMEN_PX","Sues13_2","direct_mapping","direct_mapping",NA,"complete","identical"
+85,"ICECREAM_MILK_110501","Intake of milk-based ice cream [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+86,"SORBET_110502","Sorbet intake [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+87,"WATER_ICE_110503","Intake of water-based ice creams [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+88,"CAKES_12","Intake of cakes and fine bakery wares [g/d]","decimal","KARMEN_PX","Brot01_3","operation",NA,NA,"ERROR","tentative"
+89,"VARPASTRY_1201","Intake of various pastry [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+90,"DRYCAKE_1202","Intake of sponge biscuits and plain cakes [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+91,"NONALC_BEV_13","Intake of non-alcoholic beverages [g/d]","decimal","KARMEN_PX","Getr15_1","direct_mapping","direct_mapping",NA,"complete","identical"
+92,"FRUITVEG_JUICE_1301","Intake of fruit and vegetable juices and nectars [g/d]","decimal","KARMEN_PX","Getr15_14","direct_mapping","direct_mapping",NA,"ERROR","identical"
+93,"SOFTDRINKS_1302","Intake of soft drinks (flavoured, no fruit) [g/d]","decimal","KARMEN_PX","Getr15_16","direct_mapping","direct_mapping",NA,"ERROR","identical"
+94,"HOTDRINKS_1303","Intake of hot drinks and similar (coffee, cocoa, tea and herbal infusions) [g/d]","decimal","KARMEN_PX","Getr15_12 
+Getr15_13","operation","Getr15_12 + Getr15_13",NA,"complete","compatible"
+95,"COFFEE_130301","Coffee intake [g/d]","decimal","KARMEN_PX","Getr15_12","operation","0.5 * Getr15_12",NA,"ERROR","tentative"
+96,"TEA_130302","Tea intake [g/d]","decimal","KARMEN_PX","Getr15_12","operation","0.5 * Getr15_12",NA,"ERROR","tentative"
+97,"HERBALTEA_130303","Intake of herbal and other non-tea infusions [g/d]","decimal","KARMEN_PX","Getr15_13","direct_mapping","direct_mapping",NA,"complete","identical"
+98,"COFFEE_IMITATE_130304","Intake of chicory coffee infusion and coffee imitate beverages [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+99,"WATER_1304","Intake of water and water-based beverages [g/d]","decimal","KARMEN_PX","Getr15_11","direct_mapping","direct_mapping",NA,"complete","identical"
+100,"ALC_BEV_14","Alcoholic beverage intake [g/d]","decimal","KARMEN_PX","Getr15_2","direct_mapping","direct_mapping",NA,"complete","identical"
+101,"WINE_1401","Intake of wine and wine-like drinks [g/d]","decimal","KARMEN_PX","Getr15_22","direct_mapping","direct_mapping",NA,"complete","identical"
+102,"FORTWINE_1402","Intake of fortified/liqueur wine (as part-nature) [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+103,"BEER_1403","Intake of beer and beer-like beverage [g/d]","decimal","KARMEN_PX","Getr15_21","direct_mapping","direct_mapping",NA,"complete","identical"
+104,"SPIRITS_1404","Intake of unsweetened spirits [g/d]","decimal","KARMEN_PX","Getr15_23","operation","1/3 * Getr15_23",NA,"partial","tentative"
+105,"HERBLIQUEUR_1405","Intake of herb liqueur [g/d]","decimal","KARMEN_PX","Getr15_23","operation","1/3 * Getr15_23",NA,"partial","tentative"
+106,"LIQUEURS_1406","Intake of liqueurs [g/d]","decimal","KARMEN_PX","Getr15_23","operation","1/3 * Getr15_23",NA,"partial","tentative"
+107,"COCKTAILS_1407","Intake of mixed alcoholic drinks [g/d]","decimal","KARMEN_PX","Getr15_24","direct_mapping","direct_mapping",NA,"complete","identical"
+108,"CONDIMENT_SAUCES_15","Intake of seasoning, sauces and condiments [g/d]","decimal","KARMEN_PX","Sose_sum","direct_mapping","direct_mapping",NA,"complete","identical"
+109,"SAUCES_1501","Intake of savoury sauces [g/d]","decimal","KARMEN_PX","impossible"," impossible"," impossible"," impossible","impossible","unavailable"
+110,"TOMATOSAUCE_150101","Intake of tomato-containing cooked sauces [g/d]","decimal","KARMEN_PX","impossible"," impossible"," impossible"," impossible","impossible","unavailable"
+111,"DRESSINGS_150102","Salad dressing intake [g/d]","decimal","KARMEN_PX","impossible"," impossible"," impossible"," impossible","impossible","unavailable"
+112,"MAYONNAISE_150103","Intake of mayonnaise, hollandaise and related sauces [g/d]","decimal","KARMEN_PX","impossible"," impossible"," impossible"," impossible","impossible","unavailable"
+113,"DESSERTSAUCE_150104","Intakes of dessert sauces/toppings [g/d]","decimal","KARMEN_PX","impossible"," impossible"," impossible"," impossible","impossible","unavailable"
+114,"YEAST_1502","Intake of yeast cultures [g/d]","decimal","KARMEN_PX","impossible"," impossible"," impossible"," impossible","impossible","unavailable"
+115,"HERBS_SPICES_1503","Intakes of berbs, spices and similar [g/d]","decimal","KARMEN_PX","impossible"," impossible"," impossible"," impossible","impossible","unavailable"
+116,"CONDIMENTS_1504","Condiments (including table-top formats) intakes [g/d]","decimal","KARMEN_PX","impossible"," impossible"," impossible"," impossible","impossible","unavailable"
+117,"SOUP_BOUILLON_16","Intake of soups and broths [g/d]","decimal","KARMEN_PX","Supp_sum","direct_mapping","direct_mapping",NA,"complete","identical"
+118,"SOUP_1601","Intake of soups (ready-to-eat) [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+119,"BOUILLON_1602","Intake of mixed vegetables soup, clear
+Meat soup, clear [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+120,"MISCELLANEOUS_17","Intake of miscellaneous [g/d]","decimal","KARMEN_PX","Sonst_sum","direct_mapping","direct_mapping",NA,"complete","identical"
+121,"VEG_DISHES_1700","Intake of vegetarian products and dishes [g/d]","decimal","KARMEN_PX",NA,"operation",NA,NA,"partial","tentative"
+122,"SOY_PROD_1701","Intake of Soya drink and yoghurt [g/d]","decimal","KARMEN_PX",NA,"operation",NA,NA,"partial","tentative"
+123,"DIET_PROD_1702","Intake of food for weight reduction [g/d]","decimal","KARMEN_PX",NA,"operation",NA,NA,"partial","tentative"
+124,"ART_SWEETENER_170201","Intake of artificial sweeteners (e.g., aspartam, saccharine) [g/d]","decimal","KARMEN_PX","Suessstoffe","direct_mapping","direct_mapping",NA,"ERROR","identical"
+125,"SNACKS_1703","Intake of snacks other than chips and similar [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
+126,"AMPHIBIANS_1704","intake of amphibians, reptiles, snails, insects [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
diff --git a/tests/DPE_KARMEN_INES.csv b/tests/DPE_KARMEN_INES.csv
new file mode 100644
index 0000000..c34fca4
--- /dev/null
+++ b/tests/DPE_KARMEN_INES.csv
@@ -0,0 +1,49 @@
+"index","dataschema_variable","label","valueType","input_dataset","input_variables","Mlstr_harmo::rule_category","Mlstr_harmo::algorithm","Mlstr_harmo::comment","Mlstr_harmo::status","Mlstr_harmo::status_detail"
+5,"TOT_PA_QX","Physical activity from questionnaire data","decimal","KARMEN_PX",NA,NA,NA,NA,"ERROR",NA
+7,"BMI","Body Mass index at baseline","decimal","KARMEN_PX",NA,NA,NA,NA,"ERROR",NA
+8,"TOT_PA_AC","Physical activity from accelerometry data","integer","KARMEN_PX","AH_BE_AEE_AF AH_MW_AEE_AF","operation",NA,"Activity energy expenditure (AEE) on day 6 (day prior to blood sampling) assessed by Actiheart ;
+Mean Activity energy expenditure (AEE) assessed by Actiheart","compatible","proximate"
+19,"TG","Triglycerides measured from blood samples","decimal","KARMEN_PX","KL_TG","operation","KL_TG * 88.57",NA,"complete","compatible"
+20,"CHOL","Total cholesterol measured from blood samples","decimal","KARMEN_PX","KL_CHO","operation","KL_CHO * 38.67",NA,"complete","compatible"
+21,"LDL","LDL cholesterol measured from blood samples","decimal","KARMEN_PX","KL_LDLC","operation","KL_LDLC * 38.67",NA,"complete","compatible"
+22,"HDL","HDL cholesterol measured from blood samples","decimal","KARMEN_PX","KL_HDLC","operation","KL_HDLC * 38.67",NA,"complete","compatible"
+66,"BMI_FUP","Body Mass index at follow-up",NA,"KARMEN_PX",NA,"impossible",NA,NA,"impossible","unavailable"
+67,"BMI_SDS","Body Mass index Standard Deviation Score at baseline (children studies)",NA,"KARMEN_PX",NA,"impossible",NA,"N/A adult participants","impossible","unavailable"
+68,"BMI_SDS_FUP","Body Mass index Standard Deviation Score at follow-up (children studies)",NA,"KARMEN_PX",NA,"impossible",NA,"N/A adult participants","impossible","unavailable"
+69,"WAIST_FUP","Waist circumference at follow-up",NA,"KARMEN_PX",NA,"impossible",NA,NA,"impossible","unavailable"
+70,"WAIST","Waist circumference at baseline","decimal","KARMEN_PX","TU
+FR_android","direct_mapping",NA,NA,"complete","identical"
+71,"HIP","Hip circumference at baseline","decimal","KARMEN_PX","FR_gynoid","direct_mapping",NA,NA,"complete","identical"
+72,"HIP_FUP","Hip circumference at follow-up",NA,"KARMEN_PX",NA,"impossible",NA,NA,"impossible","unavailable"
+73,"FMI","Fat mass index at baseline","decimal","KARMEN_PX","FMI","direct_mapping",NA,NA,"complete","identical"
+74,"BODY_FAT","Body fat at at baseline",NA,"KARMEN_PX",NA,"impossible",NA,NA,"impossible","unavailable"
+75,"ENERGY","Energy intake [kcal/d]","decimal","KARMEN_PX","kcal_zb_tag
+kcal_zb_tag_NCI","direct_mapping",NA,NA,"complete","identical"
+76,"CARB","Carbohydrate intake [g/d]","decimal","KARMEN_PX","kh_tag
+kh_tag_NCI","direct_mapping",NA,NA,"complete","identical"
+77,"PROT","Protein intake [g/d]","decimal","KARMEN_PX","prot_tag
+prot_tag_NCI","direct_mapping",NA,NA,"complete","identical"
+78,"FAT","Fat intake [g/d]","decimal","KARMEN_PX","ft_tag
+ft_tag_NCI","direct_mapping",NA,NA,"complete","identical"
+79,"ALC","Alcohol intake [g/d]","decimal","KARMEN_PX","al_tag
+al_tag_NCI","direct_mapping",NA,NA,"complete","identical"
+80,"FIBER","Dietary fiber intake [g/d]","decimal","KARMEN_PX","bs_tag
+bs_tag_NCI","direct_mapping",NA,NA,"complete","identical"
+81,"SFA","Saturated fat intake [g/d]","decimal","KARMEN_PX","fsges_tag
+fsges_tag_NCI","direct_mapping",NA,NA,"complete","identical"
+82,"MUFA","Monounsaturated fat intake [g/d]","decimal","KARMEN_PX","fseuges_tag
+fseuges_tag_NCI","direct_mapping",NA,NA,"complete","identical"
+83,"PUFA","Polyunsaturated fat intake [g/d]","decimal","KARMEN_PX","fsmuges_tag
+fsmuges_tag_NCI","direct_mapping",NA,NA,"complete","identical"
+84,"TOT_SUGARS","Total sugar intake [g/d]","decimal","KARMEN_PX","KMD_tag
+(mo_tag_NCI+di_tag_NCI)","direct_mapping",NA,NA,"complete","identical"
+85,"ADD_SUGARS","Added sugar intake [g/d]",NA,"KARMEN_PX",NA,"impossible",NA,NA,"impossible","unavailable"
+86,"FREE_SUGARS","Free sugar intake [g/d]",NA,"KARMEN_PX",NA,"impossible",NA,NA,"impossible","unavailable"
+87,"GLUC","Glucose intake [g/d]","decimal","KARMEN_PX","KMT_tag","direct_mapping",NA,NA,"complete","identical"
+88,"FRUC","Fructose intake [g/d]","decimal","KARMEN_PX","KMF_tag","direct_mapping",NA,NA,"complete","identical"
+89,"GI","Daily glycaemic index",NA,"KARMEN_PX",NA,"impossible",NA,NA,"impossible","unavailable"
+90,"GL","Daily glycaemic load",NA,"KARMEN_PX",NA,"impossible",NA,NA,"impossible","unavailable"
+91,"SODIUM","Sodium intake [g/d]","decimal","KARMEN_PX","na_tag
+na_tag_NCI","direct_mapping",NA,NA,"complete","identical"
+92,"SOD_POT_RATIO","Sodium to potassium intake ratio [g/d]","decimal","KARMEN_PX","na_tag/na_tag_NCI
+k_tag/k_tag_NCI","operation",NA,NA,NA,NA
diff --git a/tests/DPE_KARMEN_TRACY.csv b/tests/DPE_KARMEN_TRACY.csv
new file mode 100644
index 0000000..e41b733
--- /dev/null
+++ b/tests/DPE_KARMEN_TRACY.csv
@@ -0,0 +1,58 @@
+"index","dataschema_variable","label","valueType","input_dataset","input_variables","Mlstr_harmo::rule_category","Mlstr_harmo::algorithm","Mlstr_harmo::comment","Mlstr_harmo::status","Mlstr_harmo::status_detail"
+2,"SEX","Sex","integer","KARMEN_PX",NA,NA,NA,NA,"ERROR",NA
+3,"AGE_BASE","Age at exposure measure","integer","KARMEN_PX",NA,NA,NA,NA,"ERROR",NA
+4,"EDU_LEVEL","Education","integer","KARMEN_PX",NA,NA,NA,NA,"ERROR",NA
+6,"SMOKE_ST","Smoking status","integer","KARMEN_PX",NA,NA,NA,NA,"ERROR",NA
+5,"EMPLOY","Employment","integer","KARMEN_PX",NA,"impossible","impossible","unavailable","impossible","unavailable"
+6,"IMMIGRATION","Immigration background","integer","KARMEN_PX",NA,"impossible","impossible","unavailable","impossible","unavailable"
+10,"TOBACCO_PY","Cumulative lifetime tobacco exposure","decimal","KARMEN_PX",NA,"impossible","impossible",NA,"impossible","unavailable"
+11,"TOBACCO_D","Amount of daily tobacco smoked","integer","KARMEN_PX",NA,"impossible","impossible",NA,"impossible","unavailable"
+12,"AGE_SMOKE_QUIT","Age at time of quitting smoking","integer","KARMEN_PX",NA,"impossible","impossible",NA,"impossible","unavailable"
+13,"MED_SUPPL","Regular use of  vitamin/multivitamin supplements","integer","KARMEN_PX",NA,"impossible","impossible",NA,"impossible","unavailable"
+14,"MENOPAUSE","Menopause status","integer","KARMEN_PX","Menopause","direct_mapping","direct_mapping",NA,"impossible","incompatible"
+15,"HRT","Hormone replacement therapy","integer","KARMEN_PX","Hrt",NA,NA,"no HRT for all included women due to inclusion criteria, new variable could be created coded such as HRT=0",NA,"compatible"
+16,"CONTRACEPTIVE","Use of contraceptive pills or injections","integer","KARMEN_PX",NA,NA,NA,"all included women did not take contraceptives due to inclusion criteria, new variable could be created coding all participants =0",NA,"compatible"
+17,"LIVE_BIRTHS","Number of live births given","integer","KARMEN_PX",NA,"impossible","impossible",NA,"impossible","unavailable"
+18,"AGE_FIRST_BIRTH","Age at the first given birth","integer","KARMEN_PX",NA,"impossible","impossible",NA,"impossible","unavailable"
+23,"PREV_DIAB","History of diabetes","integer","KARMEN_PX",NA,NA,NA,"due to inclusion criteria, all participants were healthy at time of reruitment without a history of diabetes; new variable could be created coded =0 for all participants",NA,NA
+24,"PREV_HYP","History of hypertension","integer","KARMEN_PX",NA,NA,NA,"due to inclusion criteria, all participants were healthy at time of reruitment without a history of diabetes; new variable could be created coded =0 for all participants",NA,NA
+25,"PREV_CVD","History of cardiovascular disease","integer","KARMEN_PX",NA,NA,NA,"due to inclusion criteria, all participants were healthy at time of reruitment without a history of diabetes; new variable could be created coded =0 for all participants",NA,NA
+26,"PREV_CANCER","History of cancer","integer","KARMEN_PX","prevcanc","recode","recode(0=0;1=1;9="""")",NA,"complete","identical"
+27,"FAM1_CHD_STROKE","First degree family history of premature CHD and stroke","integer","KARMEN_PX",NA,"impossible","impossible",NA,"impossible","unavailable"
+28,"FAM1_DIAB2","First degree family history of T2D","integer","KARMEN_PX",NA,"impossible","impossible",NA,"impossible","unavailable"
+29,"FAM1_CANCER","First degree family history of cancer","integer","KARMEN_PX",NA,"impossible","impossible",NA,"impossible","unavailable"
+30,"DRE_SCREEN","Screening, DRE","integer","KARMEN_PX",NA,"impossible","impossible",NA,"impossible","unavailable"
+31,"PSA_SCREEN","Screening, PSA","integer","KARMEN_PX",NA,"impossible","impossible",NA,"impossible","unavailable"
+32,"FOBT_SCREEN","Screening, FOBT","integer","KARMEN_PX",NA,"impossible","impossible",NA,"impossible","unavailable"
+33,"COL_SCREEN","Screening, colonoscopy","integer","KARMEN_PX",NA,"impossible","impossible",NA,"impossible","unavailable"
+34,"MELANOMA_SCREEN","Screening, Skin cancer","integer","KARMEN_PX",NA,"impossible","impossible",NA,"impossible","unavailable"
+35,"MAMMO_SCREEN","Screening, Mammography","integer","KARMEN_PX",NA,"impossible","impossible",NA,"impossible","unavailable"
+36,"CERVICAL_SCREEN","Cervical screening, smear test","integer","KARMEN_PX",NA,"impossible","impossible",NA,"impossible","unavailable"
+37,"MED_STAT","Regular use of statins","integer","KARMEN_PX",NA,NA,NA,"due to inclusion criteria, all participants were healthy at time of reruitment without a history of diabetes; new variable could be created coded =0 for all participants",NA,NA
+38,"MED_NSAID","Regular use of non-steroidal anti-inflammatory drugs","integer","KARMEN_PX",NA,NA,NA,"due to inclusion criteria, all participants were healthy at time of reruitment without a history of diabetes; new variable could be created coded =0 for all participants",NA,NA
+39,"INC_CVD","CVD event during follow-up","integer","KARMEN_PX",NA,"impossible","impossible","impossible","impossible","unavailable"
+40,"AGE_CVD","Age at diagnosis of CVD","integer","KARMEN_PX",NA,"impossible","impossible","impossible","impossible","unavailable"
+41,"INC_ANGINA","Angina pectoris event during follow-up","integer","KARMEN_PX",NA,"impossible","impossible","impossible","impossible","unavailable"
+42,"AGE_ANGINA","Age at diagnosis of angina pectoris","integer","KARMEN_PX",NA,"impossible","impossible","impossible","impossible","unavailable"
+43,"INC_MI","Myocardial infarction during follow-up","integer","KARMEN_PX",NA,"impossible","impossible","impossible","impossible","unavailable"
+44,"AGE_MI","Age at diagnosis of myocardial infarction","integer","KARMEN_PX",NA,"impossible","impossible","impossible","impossible","unavailable"
+45,"INC_STR","Stroke during follow-up","integer","KARMEN_PX",NA,"impossible","impossible","impossible","impossible","unavailable"
+46,"AGE_STR","Age at diagnosis of stroke","integer","KARMEN_PX",NA,"impossible","impossible","impossible","impossible","unavailable"
+47,"INC_ISC_STR","Cerebral infarction (ischaemic stroke) during follow-up","integer","KARMEN_PX",NA,"impossible","impossible","impossible","impossible","unavailable"
+48,"AGE_ISC_STR","Age at diagnosis of cerebral infarction (ischaemic stroke)","integer","KARMEN_PX",NA,"impossible","impossible","impossible","impossible","unavailable"
+49,"INC_HAEMO_STR","Haemorrhagic stroke during follow-up","integer","KARMEN_PX",NA,"impossible","impossible","impossible","impossible","unavailable"
+50,"AGE_HAEMO_STR","Age at diagnosis of haemorrhagic stroke","integer","KARMEN_PX",NA,"impossible","impossible","impossible","impossible","unavailable"
+51,"INC_HYP","Essential hypertension during follow-up","integer","KARMEN_PX",NA,"impossible","impossible","impossible","impossible","unavailable"
+52,"AGE_HYP","Age at diagnosis of essential hypertension","integer","KARMEN_PX",NA,"impossible","impossible","impossible","impossible","unavailable"
+53,"INC_HF","Heart failure during follow-up","integer","KARMEN_PX",NA,"impossible","impossible","impossible","impossible","unavailable"
+54,"AGE_HF","Age at diagnosis of heart failure","integer","KARMEN_PX",NA,"impossible","impossible","impossible","impossible","unavailable"
+55,"INC_DIAB2","Diabetes mellitus type 2 during follow-up","integer","KARMEN_PX",NA,"impossible","impossible","impossible","impossible","unavailable"
+56,"AGE_DIAB2","Age at diagnosis of diabetes mellitus type 2","integer","KARMEN_PX",NA,"impossible","impossible","impossible","impossible","unavailable"
+57,"INC_CANCER","Cancer during follow-up","integer","KARMEN_PX",NA,"impossible","impossible","impossible","impossible","unavailable"
+58,"TYPE_CANCER","Type of cancer","integer","KARMEN_PX",NA,"impossible","impossible","impossible","impossible","unavailable"
+59,"AGE_CANCER","Age at diagnosis of cancer","integer","KARMEN_PX",NA,"impossible","impossible","impossible","impossible","unavailable"
+60,"VITAL_ST","Vital status at the end of mortality follow-up","integer","KARMEN_PX",NA,"impossible","impossible","impossible","impossible","unavailable"
+61,"AGE_DEATH","Age at time of death","integer","KARMEN_PX",NA,"impossible","impossible","impossible","impossible","unavailable"
+62,"VITAL_ST_CVD","Vital status at the end of CVD mortality follow-up","integer","KARMEN_PX",NA,"impossible","impossible","impossible","impossible","unavailable"
+63,"VITAL_ST_CANCER","Vital status at the end of cancer mortality follow-up","integer","KARMEN_PX",NA,"impossible","impossible","impossible","impossible","unavailable"
+64,"AGE_FUP","Age at end of follow-up","decimal","KARMEN_PX","Alter_BE","direct_mapping",NA,NA,"complete","identical"
diff --git a/tests/assign_variables.R b/tests/assign_variables.R
new file mode 100644
index 0000000..55d960c
--- /dev/null
+++ b/tests/assign_variables.R
@@ -0,0 +1,92 @@
+dataschema_1 <- tibble::tibble(readxl::read_excel(here::here("rmonize/data_schema/", "Dataschema_P1.xlsx"), sheet = 1))
+dataschema_2 <- tibble::tibble(readxl::read_excel(here::here("rmonize/data_schema/", "Dataschema_P1.xlsx"), sheet = 2))
+
+dataschema_p1 <- list(Variables = dataschema_1,
+                   Categories = dataschema_2)
+dataschema_1 <- tibble::tibble(readxl::read_excel(here::here("rmonize/data_schema/", "Dataschema_P2.xlsx"), sheet = 1))
+dataschema_2 <- tibble::tibble(readxl::read_excel(here::here("rmonize/data_schema/", "Dataschema_P2.xlsx"), sheet = 2))
+
+dataschema_p2 <- list(Variables = dataschema_1,
+                   Categories = dataschema_2)
+intersect <- intersect(dataschema_p1$Variables$name, dataschema_p2$Variables$name)
+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)]
+
+P1_P2_intersect <- cbind(intersect, dataschema_p1$Variables$index[dataschema_p1$Variables$name %in% intersect], dataschema_p2$Variables$index[dataschema_p2$Variables$name %in% intersect])
+colnames(P1_P2_intersect) <- c("name", "index_P1", "index_P2")
+
+P1_P2_union <- data.frame(
+  name = union,
+  index_P1 = match(union, dataschema_p1$Variables$name), # Index of variables in dfA (NA if not present)
+  index_P2 = match(union, dataschema_p2$Variables$name)  # Index of variables in dfB (NA if not present)
+)
+
+dpe_P1 <- readxl::read_excel(here::here("rmonize/data_proc_elem/DPE_KARMEN_P1.xlsx"), sheet = 1)
+dpe_P2 <- readxl::read_excel(here::here("rmonize/data_proc_elem/DPE_KARMEN_P2.xlsx"), sheet = 1)
+
+assign_and_compare <- function(dfA, dfB, tracy_vars, ines_vars, franzi_vars) {
+  # Initialize output lists for each person
+  tracy <- list()
+  ines <- list()
+  franzi <- list()
+  
+  # Get the list of all unique variables
+  all_vars <- union(dfA$dataschema_variable, dfB$dataschema_variable)
+  
+  for (var in all_vars) {
+    # Get indices of the variable in dfA and dfB
+    idxA <- which(dfA$dataschema_variable == var)
+    idxB <- which(dfB$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 dfA and dfB
+      valueA <- dfA[idxA, ]
+      valueB <- dfB[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::status` <- "ERROR" # Indicate mismatch
+      }
+    } else if (length(idxA) > 0) { # Exists only in dfA
+      value <- dfA[idxA, ]
+    } else if (length(idxB) > 0) { # Exists only in dfB
+      value <- dfB[idxB, ]
+    } else {
+      next # Skip if it doesn't exist in either
+    }
+    # Set $input_dataset to "KARMEN_PX"
+    value$input_dataset <- "KARMEN_PX"
+    
+    # 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
+  )
+  
+  return(result)
+}
+
+write.csv(result$Tracy, "tests/DPE_KARMEN_TRACY.csv", row.names = F)
+write.csv(result$Ines, "tests/DPE_KARMEN_INES.csv", row.names = F)
+write.csv(result$Franzi, "tests/DPE_KARMEN_FRANZI.csv", row.names = F)

From c502623e4e81a58f4ac32bac2f539196622e43a2 Mon Sep 17 00:00:00 2001
From: Sofia Siampani <sofiamaria.siampani@mdc-berlin.de>
Date: Thu, 5 Dec 2024 16:21:52 +0100
Subject: [PATCH 03/32] testing workflow

---
 tests/DPE_KARMEN_FRANZI.csv  | 128 -----------------------------------
 tests/DPE_KARMEN_FRANZI.xlsx | Bin 0 -> 13883 bytes
 tests/DPE_KARMEN_INES.csv    |  49 --------------
 tests/DPE_KARMEN_INES.xlsx   | Bin 0 -> 7305 bytes
 tests/DPE_KARMEN_TRACY.csv   |  58 ----------------
 tests/DPE_KARMEN_TRACY.xlsx  | Bin 0 -> 8524 bytes
 tests/assign_variables.R     |   6 +-
 7 files changed, 3 insertions(+), 238 deletions(-)
 delete mode 100644 tests/DPE_KARMEN_FRANZI.csv
 create mode 100644 tests/DPE_KARMEN_FRANZI.xlsx
 delete mode 100644 tests/DPE_KARMEN_INES.csv
 create mode 100644 tests/DPE_KARMEN_INES.xlsx
 delete mode 100644 tests/DPE_KARMEN_TRACY.csv
 create mode 100644 tests/DPE_KARMEN_TRACY.xlsx

diff --git a/tests/DPE_KARMEN_FRANZI.csv b/tests/DPE_KARMEN_FRANZI.csv
deleted file mode 100644
index c67a241..0000000
--- a/tests/DPE_KARMEN_FRANZI.csv
+++ /dev/null
@@ -1,128 +0,0 @@
-"index","dataschema_variable","label","valueType","input_dataset","input_variables","Mlstr_harmo::rule_category","Mlstr_harmo::algorithm","Mlstr_harmo::comment","Mlstr_harmo::status","Mlstr_harmo::status_detail"
-8,"POTATOES_TUB_01","Intake of starchy roots or tubers [g/d]","decimal","KARMEN_PX","Kart_sum oder
-Kart_sum_NCI","direct_mapping","direct_mapping","in this case, this combined group only consists of potatoes and no other tubers","partial","tentative"
-9,"POTATOES_0101","Potatoe intake [g/d]","decimal","KARMEN_PX","Kart_sum oder
-Kart_sum_NCI","direct_mapping","direct_mapping",NA,"complete","identical"
-10,"OTHERTUB_0102","Other roots and tuber intake [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-11,"VEGETABLES_02","Vegetable intake [g/d]","decimal","KARMEN_PX","Gem02_1","direct_mapping","direct_mapping",NA,"ERROR","identical"
-12,"LEAFYVEG_0201","Leafy vegetable intake [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-13,"FRUITINGVEG_0202","fruiting vegetable intake [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-14,"ROOTVEG_0203","root and tuber vegetable intake [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-15,"CABBAGE_0204","Head cabbages and similar intake [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-16,"MUSHROOMS_0205","mushroom intake [g/d]","decimal","KARMEN_PX","Gem02_2","direct_mapping","direct_mapping",NA,"complete","identical"
-17,"GRAINPODVEG_0206","intake of legumes with pod [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-18,"ONION_GARLIC_0207","bulb vegetables (onions, garlic) intake [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-19,"STALKVEG_0208","intake of stems/stalks eaten as vegetables [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-20,"MIXEDVEG_0209","intake of mixed vegetable salad or mixed green salad [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-21,"LEGUMES_TOT_03","Legumes intake [g/d]","decimal","KARMEN_PX","Gem02_Hu","direct_mapping","direct_mapping",NA,"ERROR","identical"
-22,"LEGUMES_0301","intake fresh seeds (without pod) from legumes (beans, peas etc.) [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-23,"FRUITS_TOT_04","intake of any type of RPCs of fruit nature [g/d]","decimal","KARMEN_PX","Obst_sum","direct_mapping","direct_mapping",NA,"ERROR","identical"
-24,"FRUITS_0401","Intake of fruits used as a fruit (as part-nature) [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-25,"NUTS_SEEDS_0402","Intake of tree nuts and seeds (as plant) and from nuts and similar seeds (as part-nature) [g/d]","decimal","KARMEN_PX","Nusa_sum","direct_mapping","direct_mapping",NA,"complete","identical"
-26,"MIXEDFRUITS_0403","Intake of candied fruit/mixed fruit, canned, jarred mixed fruit and miscellaneous fruits [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-27,"OLIVES_0404","Intake of processed olives, table olives and similar and olives for oil production and similar [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-28,"DAIRY_05","Intake of milk and dairy products and milk and milk products (dairy) [g/d]","decimal","KARMEN_PX","Milc_sum","direct_mapping","direct_mapping",NA,"complete","identical"
-29,"MILK_0501","Intake of (whole) cow and cattle milk [g/d]","decimal","KARMEN_PX","Milc07_1","operation",NA,NA,"partial","tentative"
-30,"MILKBEV_0502","Intake of buttermilk, traditional buttermilk, flavoured milk, flavoured whey and milk-based drinks (as part-nature) [g/d]","decimal","KARMEN_PX","Milc07_1","operation",NA,NA,"partial","tentative"
-31,"YOGURT_0503","Intake of fermented milk [g/d]","decimal","KARMEN_PX","Milc07_1","operation",NA,NA,"partial","tentative"
-32,"CURD_0504","Intake of cheese curd, quark and cottage [g/d]","decimal","KARMEN_PX","Milc07_2","operation",NA,NA,"partial","tentative"
-33,"CHEESE_0505","Intake of Cheese [g/d]","decimal","KARMEN_PX","Milc07_2","operation",NA,NA,"partial","tentative"
-34,"DAIRYDESSERT_0506","Intake of dairy dessert and similar
-Starchy pudding [g/d]","decimal","KARMEN_PX","Sues13_6","direct_mapping","direct_mapping",NA,"complete","identical"
-35,"CREAM_PROD_0507","Intake of cream and cream products [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-36,"DAIRYCREAM_050701","Cream intake (as part-nature) [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-37,"NONDAIRYCREAM_050702","Intake of Imitation cream, non-dairy coffee creamers and dairy imitates other than milk [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-38,"MILK_FOR_COFFEE_0508","Intake of condensed milk (sometimes with added sugars) and milk and dairy powders and concentrates [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-39,"CEREAL_PROD_06","Intake of cereals and cereal primary derivatives
-Cereal grains (and cereal-like grains) [g/d]","decimal","KARMEN_PX","Brot_sum","direct_mapping","direct_mapping",NA,"complete","identical"
-40,"FLOUR_FLAKES_0601","Intake of flours and other milled products and starches [g/d]","decimal","KARMEN_PX","Brot01_2","operation",NA,NA,"partial","tentative"
-41,"PASTA_RICE_0602","Intake of pastas and rice (or other cereal) –based dishes and pastas and rice (or other cereal) –based dishes (as part-nature) [g/d]","decimal","KARMEN_PX","Brot01_2","operation",NA,NA,"partial","tentative"
-42,"BREAD_PROD_0603","Intake of bread (as part-nature), bread products (as part-nature), bread and similar [g/d]","decimal","KARMEN_PX","Brot01_1","direct_mapping","direct_mapping",NA,"complete","identical"
-43,"BREAD_060301","Intake of bread [g/d]","decimal","KARMEN_PX","Brot01_1","operation",NA,NA,"partial","tentative"
-44,"CRISPBREAD_060302","Intake of crisp bread and rusk [g/d]","decimal","KARMEN_PX","Brot01_1","operation",NA,NA,"partial","tentative"
-45,"BREAKF_CEREALS_0604","Intake of breakfast cereals and breakfast cereals, plain [g/d]","decimal","KARMEN_PX","Brot01_2","operation",NA,NA,"partial","tentative"
-46,"SALT_BISCUIT_0605","Intake of crackers and breadsticks [g/d]","decimal","KARMEN_PX","Brot01_3","operation",NA,NA,"partial","tentative"
-47,"DOUGH_PASTRY_0606","Intake of fine bakery wares [g/d]","decimal","KARMEN_PX","Brot01_3","operation",NA,NA,"partial","tentative"
-48,"MEAT_PROD_07","Intake of meat and meat products [g/d]","decimal","KARMEN_PX","Flei_sum","direct_mapping","direct_mapping",NA,"complete","identical"
-49,"RED_MEAT_0701","Intake of red meat (mammals meat) [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","ERROR","unavailable"
-50,"BEEF_070101","Intake of cow, ox or bull fresh meat [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-51,"VEAL_070102","Intake of calf fresh meat [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-52,"PORK_070103","Intake of pig fresh meat [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-53,"MUTTON_LAMB_070104","Intake of Lamb and Sheep (adult) fresh meat [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-54,"HORSE_070105","Intake of Horse fresh meat [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-55,"GOAT_070106","Intake of Goat fresh meat, meat food and meat products [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-56,"POULTRY_0702","Intake of poultry fresh meat (muscle meat) and poultry meat food [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-57,"OTHERPOULTRY_070200","Intake of other poultry fresh meat, meat products, meat preparations and other poultry meat food [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-58,"CHICKEN_070201","Intake of chicken fresh meat, meat food and meat products [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-59,"TURKEY_070202","Intake of turkey fresh meat, meat food, meat products and meat preparations [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-60,"DUCK_070203","Intake of duck fresh meat, meat food, meat products, meat preparations [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-61,"GOOSE_070204","Intake of goose fresh meat, meat food, meat products and  meat preparations [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-62,"RABBIT_070205","Intake of rabbit fresh meat, meat food, meat products and meat preparations [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-63,"GAME_0703","Intake of Game mammals fresh meat/fat tissue, meat food, meat products, meat preparations, Game birds fresh meat, meat food, meat products, meat preparations and other game birds fresh meat [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-64,"PROCMEAT_0704","Intake of processed or preserved meat [g/d]","decimal","KARMEN_PX","Flei_Wurst","direct_mapping",NA,NA,"ERROR","identical"
-65,"OFFALS_0705","Intake of animal offal and other slaughtering [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-66,"FISH_SHELLFISH_08","Intake of fish, seafood, amphibians, reptiles and invertebrates, products of animal origin - fish, fish products and any other marine and freshwater food products [g/d]","decimal","KARMEN_PX","Fish_sum","direct_mapping","direct_mapping",NA,"complete","identical"
-67,"FISH_0801","Intake of Fish (meat) [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-68,"CRUSTACEANS_0802","Intake of seafood and products thereof [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-69,"FISH_PROD_0803","Intake of fish and seafood processed
-Fish fingers, breaded [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-70,"EGG_PROD_09","Intake of eggs and egg products [g/d]","decimal","KARMEN_PX","Eier_sum oder
-Eier_sum_NCI","direct_mapping","direct_mapping",NA,"complete","identical"
-71,"EGGS_0901","Intake of liquid egg products, hardened egg products, boiled eggs products, fried eggs products and processed eggs and egg products [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-72,"FAT_10","Intake of animal and vegetable fats and oils and primary derivatives thereof [g/d]","decimal","KARMEN_PX","Fett_sum","direct_mapping","direct_mapping",NA,"complete","identical"
-73,"VEGOILS_1001","Intake of vegetable fats and oils, edible [g/d]","decimal","KARMEN_PX","Fett06_2","operation",NA,NA,"partial","tentative"
-74,"BUTTER_1002","Intake of butter [g/d]","decimal","KARMEN_PX","Fett06_1","operation",NA,NA,"partial","tentative"
-75,"MARGARINE_1003","Intake of margarines and similar [g/d]","decimal","KARMEN_PX","Fett06_2","operation",NA,NA,"partial","tentative"
-76,"FRYFAT_1004","Intake of blended frying oil/fats [g/d]","decimal","KARMEN_PX",NA,"impossible","impossible","impossible","impossible","unavailable"
-77,"MARINEOILS_1005","Intake of fats and oils from marine animals [g/d]","decimal","KARMEN_PX","Fett06_1","operation",NA,NA,"partial","tentative"
-78,"OTHER_ANIMALFAT_1006","Intake of animal fats and oils (processed fat from animal tissue) [g/d]","decimal","KARMEN_PX","Fett06_1","operation",NA,NA,"partial","tentative"
-79,"SUGAR_CONFECT_11","Intake of sugar and similar, confectionery and water-based sweet desserts [g/d]","decimal","KARMEN_PX","Sues_sum","direct_mapping","direct_mapping",NA,"ERROR","identical"
-80,"HONEY_JAM_1101","Intake of sugars, syrups, honey and table-top sweeteners [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-81,"CHOCOLATE_1102","Intake of chocolate, chocolate products and chocolate coated conectionary [g/d]","decimal","KARMEN_PX","Sues13_1","operation","0.5 * Sues13_1",NA,"partial","tentative"
-82,"NONCHOC_SWEETS_1103","Intake of sweet bars and other formed sweet masses, candies (soft and hard) and other confectionery including breath refreshening microsweets [g/d]","decimal","KARMEN_PX","Sues13_1","operation","0.5 * Sues13_1",NA,"partial","tentative"
-83,"SYRUP_1104","Intake of corn syrup and sugar beet syrup [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-84,"ICECREAM_1105","Intake of spoonable desserts and ice creams (generic) [g/d]","decimal","KARMEN_PX","Sues13_2","direct_mapping","direct_mapping",NA,"complete","identical"
-85,"ICECREAM_MILK_110501","Intake of milk-based ice cream [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-86,"SORBET_110502","Sorbet intake [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-87,"WATER_ICE_110503","Intake of water-based ice creams [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-88,"CAKES_12","Intake of cakes and fine bakery wares [g/d]","decimal","KARMEN_PX","Brot01_3","operation",NA,NA,"ERROR","tentative"
-89,"VARPASTRY_1201","Intake of various pastry [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-90,"DRYCAKE_1202","Intake of sponge biscuits and plain cakes [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-91,"NONALC_BEV_13","Intake of non-alcoholic beverages [g/d]","decimal","KARMEN_PX","Getr15_1","direct_mapping","direct_mapping",NA,"complete","identical"
-92,"FRUITVEG_JUICE_1301","Intake of fruit and vegetable juices and nectars [g/d]","decimal","KARMEN_PX","Getr15_14","direct_mapping","direct_mapping",NA,"ERROR","identical"
-93,"SOFTDRINKS_1302","Intake of soft drinks (flavoured, no fruit) [g/d]","decimal","KARMEN_PX","Getr15_16","direct_mapping","direct_mapping",NA,"ERROR","identical"
-94,"HOTDRINKS_1303","Intake of hot drinks and similar (coffee, cocoa, tea and herbal infusions) [g/d]","decimal","KARMEN_PX","Getr15_12 
-Getr15_13","operation","Getr15_12 + Getr15_13",NA,"complete","compatible"
-95,"COFFEE_130301","Coffee intake [g/d]","decimal","KARMEN_PX","Getr15_12","operation","0.5 * Getr15_12",NA,"ERROR","tentative"
-96,"TEA_130302","Tea intake [g/d]","decimal","KARMEN_PX","Getr15_12","operation","0.5 * Getr15_12",NA,"ERROR","tentative"
-97,"HERBALTEA_130303","Intake of herbal and other non-tea infusions [g/d]","decimal","KARMEN_PX","Getr15_13","direct_mapping","direct_mapping",NA,"complete","identical"
-98,"COFFEE_IMITATE_130304","Intake of chicory coffee infusion and coffee imitate beverages [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-99,"WATER_1304","Intake of water and water-based beverages [g/d]","decimal","KARMEN_PX","Getr15_11","direct_mapping","direct_mapping",NA,"complete","identical"
-100,"ALC_BEV_14","Alcoholic beverage intake [g/d]","decimal","KARMEN_PX","Getr15_2","direct_mapping","direct_mapping",NA,"complete","identical"
-101,"WINE_1401","Intake of wine and wine-like drinks [g/d]","decimal","KARMEN_PX","Getr15_22","direct_mapping","direct_mapping",NA,"complete","identical"
-102,"FORTWINE_1402","Intake of fortified/liqueur wine (as part-nature) [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-103,"BEER_1403","Intake of beer and beer-like beverage [g/d]","decimal","KARMEN_PX","Getr15_21","direct_mapping","direct_mapping",NA,"complete","identical"
-104,"SPIRITS_1404","Intake of unsweetened spirits [g/d]","decimal","KARMEN_PX","Getr15_23","operation","1/3 * Getr15_23",NA,"partial","tentative"
-105,"HERBLIQUEUR_1405","Intake of herb liqueur [g/d]","decimal","KARMEN_PX","Getr15_23","operation","1/3 * Getr15_23",NA,"partial","tentative"
-106,"LIQUEURS_1406","Intake of liqueurs [g/d]","decimal","KARMEN_PX","Getr15_23","operation","1/3 * Getr15_23",NA,"partial","tentative"
-107,"COCKTAILS_1407","Intake of mixed alcoholic drinks [g/d]","decimal","KARMEN_PX","Getr15_24","direct_mapping","direct_mapping",NA,"complete","identical"
-108,"CONDIMENT_SAUCES_15","Intake of seasoning, sauces and condiments [g/d]","decimal","KARMEN_PX","Sose_sum","direct_mapping","direct_mapping",NA,"complete","identical"
-109,"SAUCES_1501","Intake of savoury sauces [g/d]","decimal","KARMEN_PX","impossible"," impossible"," impossible"," impossible","impossible","unavailable"
-110,"TOMATOSAUCE_150101","Intake of tomato-containing cooked sauces [g/d]","decimal","KARMEN_PX","impossible"," impossible"," impossible"," impossible","impossible","unavailable"
-111,"DRESSINGS_150102","Salad dressing intake [g/d]","decimal","KARMEN_PX","impossible"," impossible"," impossible"," impossible","impossible","unavailable"
-112,"MAYONNAISE_150103","Intake of mayonnaise, hollandaise and related sauces [g/d]","decimal","KARMEN_PX","impossible"," impossible"," impossible"," impossible","impossible","unavailable"
-113,"DESSERTSAUCE_150104","Intakes of dessert sauces/toppings [g/d]","decimal","KARMEN_PX","impossible"," impossible"," impossible"," impossible","impossible","unavailable"
-114,"YEAST_1502","Intake of yeast cultures [g/d]","decimal","KARMEN_PX","impossible"," impossible"," impossible"," impossible","impossible","unavailable"
-115,"HERBS_SPICES_1503","Intakes of berbs, spices and similar [g/d]","decimal","KARMEN_PX","impossible"," impossible"," impossible"," impossible","impossible","unavailable"
-116,"CONDIMENTS_1504","Condiments (including table-top formats) intakes [g/d]","decimal","KARMEN_PX","impossible"," impossible"," impossible"," impossible","impossible","unavailable"
-117,"SOUP_BOUILLON_16","Intake of soups and broths [g/d]","decimal","KARMEN_PX","Supp_sum","direct_mapping","direct_mapping",NA,"complete","identical"
-118,"SOUP_1601","Intake of soups (ready-to-eat) [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-119,"BOUILLON_1602","Intake of mixed vegetables soup, clear
-Meat soup, clear [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-120,"MISCELLANEOUS_17","Intake of miscellaneous [g/d]","decimal","KARMEN_PX","Sonst_sum","direct_mapping","direct_mapping",NA,"complete","identical"
-121,"VEG_DISHES_1700","Intake of vegetarian products and dishes [g/d]","decimal","KARMEN_PX",NA,"operation",NA,NA,"partial","tentative"
-122,"SOY_PROD_1701","Intake of Soya drink and yoghurt [g/d]","decimal","KARMEN_PX",NA,"operation",NA,NA,"partial","tentative"
-123,"DIET_PROD_1702","Intake of food for weight reduction [g/d]","decimal","KARMEN_PX",NA,"operation",NA,NA,"partial","tentative"
-124,"ART_SWEETENER_170201","Intake of artificial sweeteners (e.g., aspartam, saccharine) [g/d]","decimal","KARMEN_PX","Suessstoffe","direct_mapping","direct_mapping",NA,"ERROR","identical"
-125,"SNACKS_1703","Intake of snacks other than chips and similar [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
-126,"AMPHIBIANS_1704","intake of amphibians, reptiles, snails, insects [g/d]","decimal","KARMEN_PX","impossible","impossible","impossible","impossible","impossible","unavailable"
diff --git a/tests/DPE_KARMEN_FRANZI.xlsx b/tests/DPE_KARMEN_FRANZI.xlsx
new file mode 100644
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diff --git a/tests/DPE_KARMEN_INES.csv b/tests/DPE_KARMEN_INES.csv
deleted file mode 100644
index c34fca4..0000000
--- a/tests/DPE_KARMEN_INES.csv
+++ /dev/null
@@ -1,49 +0,0 @@
-"index","dataschema_variable","label","valueType","input_dataset","input_variables","Mlstr_harmo::rule_category","Mlstr_harmo::algorithm","Mlstr_harmo::comment","Mlstr_harmo::status","Mlstr_harmo::status_detail"
-5,"TOT_PA_QX","Physical activity from questionnaire data","decimal","KARMEN_PX",NA,NA,NA,NA,"ERROR",NA
-7,"BMI","Body Mass index at baseline","decimal","KARMEN_PX",NA,NA,NA,NA,"ERROR",NA
-8,"TOT_PA_AC","Physical activity from accelerometry data","integer","KARMEN_PX","AH_BE_AEE_AF AH_MW_AEE_AF","operation",NA,"Activity energy expenditure (AEE) on day 6 (day prior to blood sampling) assessed by Actiheart ;
-Mean Activity energy expenditure (AEE) assessed by Actiheart","compatible","proximate"
-19,"TG","Triglycerides measured from blood samples","decimal","KARMEN_PX","KL_TG","operation","KL_TG * 88.57",NA,"complete","compatible"
-20,"CHOL","Total cholesterol measured from blood samples","decimal","KARMEN_PX","KL_CHO","operation","KL_CHO * 38.67",NA,"complete","compatible"
-21,"LDL","LDL cholesterol measured from blood samples","decimal","KARMEN_PX","KL_LDLC","operation","KL_LDLC * 38.67",NA,"complete","compatible"
-22,"HDL","HDL cholesterol measured from blood samples","decimal","KARMEN_PX","KL_HDLC","operation","KL_HDLC * 38.67",NA,"complete","compatible"
-66,"BMI_FUP","Body Mass index at follow-up",NA,"KARMEN_PX",NA,"impossible",NA,NA,"impossible","unavailable"
-67,"BMI_SDS","Body Mass index Standard Deviation Score at baseline (children studies)",NA,"KARMEN_PX",NA,"impossible",NA,"N/A adult participants","impossible","unavailable"
-68,"BMI_SDS_FUP","Body Mass index Standard Deviation Score at follow-up (children studies)",NA,"KARMEN_PX",NA,"impossible",NA,"N/A adult participants","impossible","unavailable"
-69,"WAIST_FUP","Waist circumference at follow-up",NA,"KARMEN_PX",NA,"impossible",NA,NA,"impossible","unavailable"
-70,"WAIST","Waist circumference at baseline","decimal","KARMEN_PX","TU
-FR_android","direct_mapping",NA,NA,"complete","identical"
-71,"HIP","Hip circumference at baseline","decimal","KARMEN_PX","FR_gynoid","direct_mapping",NA,NA,"complete","identical"
-72,"HIP_FUP","Hip circumference at follow-up",NA,"KARMEN_PX",NA,"impossible",NA,NA,"impossible","unavailable"
-73,"FMI","Fat mass index at baseline","decimal","KARMEN_PX","FMI","direct_mapping",NA,NA,"complete","identical"
-74,"BODY_FAT","Body fat at at baseline",NA,"KARMEN_PX",NA,"impossible",NA,NA,"impossible","unavailable"
-75,"ENERGY","Energy intake [kcal/d]","decimal","KARMEN_PX","kcal_zb_tag
-kcal_zb_tag_NCI","direct_mapping",NA,NA,"complete","identical"
-76,"CARB","Carbohydrate intake [g/d]","decimal","KARMEN_PX","kh_tag
-kh_tag_NCI","direct_mapping",NA,NA,"complete","identical"
-77,"PROT","Protein intake [g/d]","decimal","KARMEN_PX","prot_tag
-prot_tag_NCI","direct_mapping",NA,NA,"complete","identical"
-78,"FAT","Fat intake [g/d]","decimal","KARMEN_PX","ft_tag
-ft_tag_NCI","direct_mapping",NA,NA,"complete","identical"
-79,"ALC","Alcohol intake [g/d]","decimal","KARMEN_PX","al_tag
-al_tag_NCI","direct_mapping",NA,NA,"complete","identical"
-80,"FIBER","Dietary fiber intake [g/d]","decimal","KARMEN_PX","bs_tag
-bs_tag_NCI","direct_mapping",NA,NA,"complete","identical"
-81,"SFA","Saturated fat intake [g/d]","decimal","KARMEN_PX","fsges_tag
-fsges_tag_NCI","direct_mapping",NA,NA,"complete","identical"
-82,"MUFA","Monounsaturated fat intake [g/d]","decimal","KARMEN_PX","fseuges_tag
-fseuges_tag_NCI","direct_mapping",NA,NA,"complete","identical"
-83,"PUFA","Polyunsaturated fat intake [g/d]","decimal","KARMEN_PX","fsmuges_tag
-fsmuges_tag_NCI","direct_mapping",NA,NA,"complete","identical"
-84,"TOT_SUGARS","Total sugar intake [g/d]","decimal","KARMEN_PX","KMD_tag
-(mo_tag_NCI+di_tag_NCI)","direct_mapping",NA,NA,"complete","identical"
-85,"ADD_SUGARS","Added sugar intake [g/d]",NA,"KARMEN_PX",NA,"impossible",NA,NA,"impossible","unavailable"
-86,"FREE_SUGARS","Free sugar intake [g/d]",NA,"KARMEN_PX",NA,"impossible",NA,NA,"impossible","unavailable"
-87,"GLUC","Glucose intake [g/d]","decimal","KARMEN_PX","KMT_tag","direct_mapping",NA,NA,"complete","identical"
-88,"FRUC","Fructose intake [g/d]","decimal","KARMEN_PX","KMF_tag","direct_mapping",NA,NA,"complete","identical"
-89,"GI","Daily glycaemic index",NA,"KARMEN_PX",NA,"impossible",NA,NA,"impossible","unavailable"
-90,"GL","Daily glycaemic load",NA,"KARMEN_PX",NA,"impossible",NA,NA,"impossible","unavailable"
-91,"SODIUM","Sodium intake [g/d]","decimal","KARMEN_PX","na_tag
-na_tag_NCI","direct_mapping",NA,NA,"complete","identical"
-92,"SOD_POT_RATIO","Sodium to potassium intake ratio [g/d]","decimal","KARMEN_PX","na_tag/na_tag_NCI
-k_tag/k_tag_NCI","operation",NA,NA,NA,NA
diff --git a/tests/DPE_KARMEN_INES.xlsx b/tests/DPE_KARMEN_INES.xlsx
new file mode 100644
index 0000000000000000000000000000000000000000..17e6c90bac78138136ca9d9374733f7550640918
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diff --git a/tests/DPE_KARMEN_TRACY.csv b/tests/DPE_KARMEN_TRACY.csv
deleted file mode 100644
index d9fceb3..0000000
--- a/tests/DPE_KARMEN_TRACY.csv
+++ /dev/null
@@ -1,58 +0,0 @@
-"index,""dataschema_variable"",""label"",""valueType"",""input_dataset"",""input_variables"",""Mlstr_harmo::rule_category"",""Mlstr_harmo::algorithm"",""Mlstr_harmo::comment"",""Mlstr_harmo::status"",""Mlstr_harmo::status_detail""";;
-"2,""SEX"",""sex"",""integer"",""KARMEN_PX"",NA,NA,NA,NA,""ERROR"",NA";;
-"3,""AGE_BASE"",""Age at exposure measure"",""integer"",""KARMEN_PX"",NA,NA,NA,NA,""ERROR"",NA";;
-"4,""EDU_LEVEL"",""Education"",""integer"",""KARMEN_PX"",NA,NA,NA,NA,""ERROR"",NA";;
-"6,""SMOKE_ST"",""Smoking status"",""integer"",""KARMEN_PX"",NA,NA,NA,NA,""ERROR"",NA";;
-"5,""EMPLOY"",""Employment"",""integer"",""KARMEN_PX"",NA,""impossible"",""impossible"",""unavailable"",""impossible"",""unavailable""";;
-"6,""IMMIGRATION"",""Immigration background"",""integer"",""KARMEN_PX"",NA,""impossible"",""impossible"",""unavailable"",""impossible"",""unavailable""";;
-"10,""TOBACCO_PY"",""Cumulative lifetime tobacco exposure"",""decimal"",""KARMEN_PX"",NA,""impossible"",""impossible"",NA,""impossible"",""unavailable""";;
-"11,""TOBACCO_D"",""Amount of daily tobacco smoked"",""integer"",""KARMEN_PX"",NA,""impossible"",""impossible"",NA,""impossible"",""unavailable""";;
-"12,""AGE_SMOKE_QUIT"",""Age at time of quitting smoking"",""integer"",""KARMEN_PX"",NA,""impossible"",""impossible"",NA,""impossible"",""unavailable""";;
-"13,""MED_SUPPL"",""Regular use of  vitamin/multivitamin supplements"",""integer"",""KARMEN_PX"",NA,""impossible"",""impossible"",NA,""impossible"",""unavailable""";;
-"14,""MENOPAUSE"",""Menopause status"",""integer"",""KARMEN_PX"",""Menopause"",""direct_mapping"",""direct_mapping"",NA,""impossible"",""incompatible""";;
-"15,""HRT"",""Hormone replacement therapy"",""integer"",""KARMEN_PX"",""Hrt"",NA,NA,""no HRT for all included women due to inclusion criteria, new variable could be created coded such as HRT=0"",NA,""compatible""";;
-"16,""CONTRACEPTIVE"",""Use of contraceptive pills or injections"",""integer"",""KARMEN_PX"",NA,NA,NA,""all included women did not take contraceptives due to inclusion criteria, new variable could be created coding all participants =0"",NA,""compatible""";;
-"17,""LIVE_BIRTHS"",""Number of live births given"",""integer"",""KARMEN_PX"",NA,""impossible"",""impossible"",NA,""impossible"",""unavailable""";;
-"18,""AGE_FIRST_BIRTH"",""Age at the first given birth"",""integer"",""KARMEN_PX"",NA,""impossible"",""impossible"",NA,""impossible"",""unavailable""";;
-"23,""PREV_DIAB"",""History of diabetes"",""integer"",""KARMEN_PX"",NA,NA,NA,""due to inclusion criteria, all participants were healthy at time of reruitment without a history of diabetes";" new variable could be created coded =0 for all participants"",NA,NA";
-"24,""PREV_HYP"",""History of hypertension"",""integer"",""KARMEN_PX"",NA,NA,NA,""due to inclusion criteria, all participants were healthy at time of reruitment without a history of diabetes";" new variable could be created coded =0 for all participants"",NA,NA";
-"25,""PREV_CVD"",""History of cardiovascular disease"",""integer"",""KARMEN_PX"",NA,NA,NA,""due to inclusion criteria, all participants were healthy at time of reruitment without a history of diabetes";" new variable could be created coded =0 for all participants"",NA,NA";
-"26,""PREV_CANCER"",""History of cancer"",""integer"",""KARMEN_PX"",""prevcanc"",""recode"",""recode(0=0";1=1;"9="""""""")"",NA,""complete"",""identical"""
-"27,""FAM1_CHD_STROKE"",""First degree family history of premature CHD and stroke"",""integer"",""KARMEN_PX"",NA,""impossible"",""impossible"",NA,""impossible"",""unavailable""";;
-"28,""FAM1_DIAB2"",""First degree family history of T2D"",""integer"",""KARMEN_PX"",NA,""impossible"",""impossible"",NA,""impossible"",""unavailable""";;
-"29,""FAM1_CANCER"",""First degree family history of cancer"",""integer"",""KARMEN_PX"",NA,""impossible"",""impossible"",NA,""impossible"",""unavailable""";;
-"30,""DRE_SCREEN"",""Screening, DRE"",""integer"",""KARMEN_PX"",NA,""impossible"",""impossible"",NA,""impossible"",""unavailable""";;
-"31,""PSA_SCREEN"",""Screening, PSA"",""integer"",""KARMEN_PX"",NA,""impossible"",""impossible"",NA,""impossible"",""unavailable""";;
-"32,""FOBT_SCREEN"",""Screening, FOBT"",""integer"",""KARMEN_PX"",NA,""impossible"",""impossible"",NA,""impossible"",""unavailable""";;
-"33,""COL_SCREEN"",""Screening, colonoscopy"",""integer"",""KARMEN_PX"",NA,""impossible"",""impossible"",NA,""impossible"",""unavailable""";;
-"34,""MELANOMA_SCREEN"",""Screening, Skin cancer"",""integer"",""KARMEN_PX"",NA,""impossible"",""impossible"",NA,""impossible"",""unavailable""";;
-"35,""MAMMO_SCREEN"",""Screening, Mammography"",""integer"",""KARMEN_PX"",NA,""impossible"",""impossible"",NA,""impossible"",""unavailable""";;
-"36,""CERVICAL_SCREEN"",""Cervical screening, smear test"",""integer"",""KARMEN_PX"",NA,""impossible"",""impossible"",NA,""impossible"",""unavailable""";;
-"37,""MED_STAT"",""Regular use of statins"",""integer"",""KARMEN_PX"",NA,NA,NA,""due to inclusion criteria, all participants were healthy at time of reruitment without a history of diabetes";" new variable could be created coded =0 for all participants"",NA,NA";
-"38,""MED_NSAID"",""Regular use of non-steroidal anti-inflammatory drugs"",""integer"",""KARMEN_PX"",NA,NA,NA,""due to inclusion criteria, all participants were healthy at time of reruitment without a history of diabetes";" new variable could be created coded =0 for all participants"",NA,NA";
-"39,""INC_CVD"",""CVD event during follow-up"",""integer"",""KARMEN_PX"",NA,""impossible"",""impossible"",""impossible"",""impossible"",""unavailable""";;
-"40,""AGE_CVD"",""Age at diagnosis of CVD"",""integer"",""KARMEN_PX"",NA,""impossible"",""impossible"",""impossible"",""impossible"",""unavailable""";;
-"41,""INC_ANGINA"",""Angina pectoris event during follow-up"",""integer"",""KARMEN_PX"",NA,""impossible"",""impossible"",""impossible"",""impossible"",""unavailable""";;
-"42,""AGE_ANGINA"",""Age at diagnosis of angina pectoris"",""integer"",""KARMEN_PX"",NA,""impossible"",""impossible"",""impossible"",""impossible"",""unavailable""";;
-"43,""INC_MI"",""Myocardial infarction during follow-up"",""integer"",""KARMEN_PX"",NA,""impossible"",""impossible"",""impossible"",""impossible"",""unavailable""";;
-"44,""AGE_MI"",""Age at diagnosis of myocardial infarction"",""integer"",""KARMEN_PX"",NA,""impossible"",""impossible"",""impossible"",""impossible"",""unavailable""";;
-"45,""INC_STR"",""Stroke during follow-up"",""integer"",""KARMEN_PX"",NA,""impossible"",""impossible"",""impossible"",""impossible"",""unavailable""";;
-"46,""AGE_STR"",""Age at diagnosis of stroke"",""integer"",""KARMEN_PX"",NA,""impossible"",""impossible"",""impossible"",""impossible"",""unavailable""";;
-"47,""INC_ISC_STR"",""Cerebral infarction (ischaemic stroke) during follow-up"",""integer"",""KARMEN_PX"",NA,""impossible"",""impossible"",""impossible"",""impossible"",""unavailable""";;
-"48,""AGE_ISC_STR"",""Age at diagnosis of cerebral infarction (ischaemic stroke)"",""integer"",""KARMEN_PX"",NA,""impossible"",""impossible"",""impossible"",""impossible"",""unavailable""";;
-"49,""INC_HAEMO_STR"",""Haemorrhagic stroke during follow-up"",""integer"",""KARMEN_PX"",NA,""impossible"",""impossible"",""impossible"",""impossible"",""unavailable""";;
-"50,""AGE_HAEMO_STR"",""Age at diagnosis of haemorrhagic stroke"",""integer"",""KARMEN_PX"",NA,""impossible"",""impossible"",""impossible"",""impossible"",""unavailable""";;
-"51,""INC_HYP"",""Essential hypertension during follow-up"",""integer"",""KARMEN_PX"",NA,""impossible"",""impossible"",""impossible"",""impossible"",""unavailable""";;
-"52,""AGE_HYP"",""Age at diagnosis of essential hypertension"",""integer"",""KARMEN_PX"",NA,""impossible"",""impossible"",""impossible"",""impossible"",""unavailable""";;
-"53,""INC_HF"",""Heart failure during follow-up"",""integer"",""KARMEN_PX"",NA,""impossible"",""impossible"",""impossible"",""impossible"",""unavailable""";;
-"54,""AGE_HF"",""Age at diagnosis of heart failure"",""integer"",""KARMEN_PX"",NA,""impossible"",""impossible"",""impossible"",""impossible"",""unavailable""";;
-"55,""INC_DIAB2"",""Diabetes mellitus type 2 during follow-up"",""integer"",""KARMEN_PX"",NA,""impossible"",""impossible"",""impossible"",""impossible"",""unavailable""";;
-"56,""AGE_DIAB2"",""Age at diagnosis of diabetes mellitus type 2"",""integer"",""KARMEN_PX"",NA,""impossible"",""impossible"",""impossible"",""impossible"",""unavailable""";;
-"57,""INC_CANCER"",""Cancer during follow-up"",""integer"",""KARMEN_PX"",NA,""impossible"",""impossible"",""impossible"",""impossible"",""unavailable""";;
-"58,""TYPE_CANCER"",""Type of cancer"",""integer"",""KARMEN_PX"",NA,""impossible"",""impossible"",""impossible"",""impossible"",""unavailable""";;
-"59,""AGE_CANCER"",""Age at diagnosis of cancer"",""integer"",""KARMEN_PX"",NA,""impossible"",""impossible"",""impossible"",""impossible"",""unavailable""";;
-"60,""VITAL_ST"",""Vital status at the end of mortality follow-up"",""integer"",""KARMEN_PX"",NA,""impossible"",""impossible"",""impossible"",""impossible"",""unavailable""";;
-"61,""AGE_DEATH"",""Age at time of death"",""integer"",""KARMEN_PX"",NA,""impossible"",""impossible"",""impossible"",""impossible"",""unavailable""";;
-"62,""VITAL_ST_CVD"",""Vital status at the end of CVD mortality follow-up"",""integer"",""KARMEN_PX"",NA,""impossible"",""impossible"",""impossible"",""impossible"",""unavailable""";;
-"63,""VITAL_ST_CANCER"",""Vital status at the end of cancer mortality follow-up"",""integer"",""KARMEN_PX"",NA,""impossible"",""impossible"",""impossible"",""impossible"",""unavailable""";;
-"64,""AGE_FUP"",""Age at end of follow-up"",""decimal"",""KARMEN_PX"",""Alter_BE"",""direct_mapping"",NA,NA,""complete"",""identical""";;
diff --git a/tests/DPE_KARMEN_TRACY.xlsx b/tests/DPE_KARMEN_TRACY.xlsx
new file mode 100644
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diff --git a/tests/assign_variables.R b/tests/assign_variables.R
index 55d960c..3bc63f8 100644
--- a/tests/assign_variables.R
+++ b/tests/assign_variables.R
@@ -87,6 +87,6 @@ assign_and_compare <- function(dfA, dfB, tracy_vars, ines_vars, franzi_vars) {
   return(result)
 }
 
-write.csv(result$Tracy, "tests/DPE_KARMEN_TRACY.csv", row.names = F)
-write.csv(result$Ines, "tests/DPE_KARMEN_INES.csv", row.names = F)
-write.csv(result$Franzi, "tests/DPE_KARMEN_FRANZI.csv", row.names = F)
+writexl::write_xlsx(result$Tracy, "tests/DPE_KARMEN_TRACY.xlsx")
+writexl::write_xlsx(result$Ines, "tests/DPE_KARMEN_INES.xlsx")
+writexl::write_xlsx(result$Franzi, "tests/DPE_KARMEN_FRANZI.xlsx")

From 3df4037adac9ed47c44cf93ba94166a6e3b58d4f Mon Sep 17 00:00:00 2001
From: Sofia Siampani <sofiamaria.siampani@mdc-berlin.de>
Date: Sun, 8 Dec 2024 19:48:18 +0100
Subject: [PATCH 04/32] testing workflow

---
 Franzi/DPE_KARMEN_FRANZI.xlsx          | Bin 0 -> 13474 bytes
 Ines/DPE_KARMEN_INES.xlsx              | Bin 0 -> 7152 bytes
 Tracy/DPE_KARMEN_TRACY.xlsx            | Bin 0 -> 8360 bytes
 create_mock_data/reconstructing_dpes.R |  30 +++++++
 tests/DPE_KARMEN_FRANZI.xlsx           | Bin 13883 -> 0 bytes
 tests/DPE_KARMEN_INES.xlsx             | Bin 7305 -> 0 bytes
 tests/DPE_KARMEN_TRACY.xlsx            | Bin 8524 -> 0 bytes
 tests/assign_variables.R               | 104 +++++++++++++------------
 8 files changed, 85 insertions(+), 49 deletions(-)
 create mode 100644 Franzi/DPE_KARMEN_FRANZI.xlsx
 create mode 100644 Ines/DPE_KARMEN_INES.xlsx
 create mode 100644 Tracy/DPE_KARMEN_TRACY.xlsx
 create mode 100644 create_mock_data/reconstructing_dpes.R
 delete mode 100644 tests/DPE_KARMEN_FRANZI.xlsx
 delete mode 100644 tests/DPE_KARMEN_INES.xlsx
 delete mode 100644 tests/DPE_KARMEN_TRACY.xlsx

diff --git a/Franzi/DPE_KARMEN_FRANZI.xlsx b/Franzi/DPE_KARMEN_FRANZI.xlsx
new file mode 100644
index 0000000000000000000000000000000000000000..0af3ca35662e740e946281abe9cb16f1c60e6a20
GIT binary patch
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diff --git a/create_mock_data/reconstructing_dpes.R b/create_mock_data/reconstructing_dpes.R
new file mode 100644
index 0000000..75fc3f4
--- /dev/null
+++ b/create_mock_data/reconstructing_dpes.R
@@ -0,0 +1,30 @@
+##### 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)))
+
+library(dplyr)
+
+# 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/tests/DPE_KARMEN_FRANZI.xlsx b/tests/DPE_KARMEN_FRANZI.xlsx
deleted file mode 100644
index 46a927c2b8d85b1545f35ceeda1524aa6e7d3b6d..0000000000000000000000000000000000000000
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literal 0
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diff --git a/tests/assign_variables.R b/tests/assign_variables.R
index 3bc63f8..e4262bd 100644
--- a/tests/assign_variables.R
+++ b/tests/assign_variables.R
@@ -1,51 +1,59 @@
-dataschema_1 <- tibble::tibble(readxl::read_excel(here::here("rmonize/data_schema/", "Dataschema_P1.xlsx"), sheet = 1))
-dataschema_2 <- tibble::tibble(readxl::read_excel(here::here("rmonize/data_schema/", "Dataschema_P1.xlsx"), sheet = 2))
-
-dataschema_p1 <- list(Variables = dataschema_1,
-                   Categories = dataschema_2)
-dataschema_1 <- tibble::tibble(readxl::read_excel(here::here("rmonize/data_schema/", "Dataschema_P2.xlsx"), sheet = 1))
-dataschema_2 <- tibble::tibble(readxl::read_excel(here::here("rmonize/data_schema/", "Dataschema_P2.xlsx"), sheet = 2))
-
-dataschema_p2 <- list(Variables = dataschema_1,
-                   Categories = dataschema_2)
-intersect <- intersect(dataschema_p1$Variables$name, dataschema_p2$Variables$name)
-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)]
-
-P1_P2_intersect <- cbind(intersect, dataschema_p1$Variables$index[dataschema_p1$Variables$name %in% intersect], dataschema_p2$Variables$index[dataschema_p2$Variables$name %in% intersect])
-colnames(P1_P2_intersect) <- c("name", "index_P1", "index_P2")
-
-P1_P2_union <- data.frame(
-  name = union,
-  index_P1 = match(union, dataschema_p1$Variables$name), # Index of variables in dfA (NA if not present)
-  index_P2 = match(union, dataschema_p2$Variables$name)  # Index of variables in dfB (NA if not present)
-)
-
-dpe_P1 <- readxl::read_excel(here::here("rmonize/data_proc_elem/DPE_KARMEN_P1.xlsx"), sheet = 1)
-dpe_P2 <- readxl::read_excel(here::here("rmonize/data_proc_elem/DPE_KARMEN_P2.xlsx"), sheet = 1)
-
-assign_and_compare <- function(dfA, dfB, tracy_vars, ines_vars, franzi_vars) {
+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(dfA$dataschema_variable, dfB$dataschema_variable)
+  all_vars <- union(dpe_p1$dataschema_variable, dpe_p2$dataschema_variable)
   
   for (var in all_vars) {
-    # Get indices of the variable in dfA and dfB
-    idxA <- which(dfA$dataschema_variable == var)
-    idxB <- which(dfB$dataschema_variable == var)
+    # 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 dfA and dfB
-      valueA <- dfA[idxA, ]
-      valueB <- dfB[idxB, ]
+      # Get rows from dpe_p1 and dpe_p2
+      valueA <- dpe_p1[idxA, ]
+      valueB <- dpe_p2[idxB, ]
       
       # Exclude the $input_dataset column for comparison
       compareA <- valueA[, !(colnames(valueA) %in% "input_dataset"), drop = FALSE]
@@ -56,17 +64,17 @@ assign_and_compare <- function(dfA, dfB, tracy_vars, ines_vars, franzi_vars) {
         value <- valueA
       } else {
         value <- valueA
-        value$`Mlstr_harmo::status` <- "ERROR" # Indicate mismatch
+        value$`Mlstr_harmo::comment` <- "ERROR" # Indicate mismatch
       }
-    } else if (length(idxA) > 0) { # Exists only in dfA
-      value <- dfA[idxA, ]
-    } else if (length(idxB) > 0) { # Exists only in dfB
-      value <- dfB[idxB, ]
+    } 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 $input_dataset to "KARMEN_PX"
-    value$input_dataset <- "KARMEN_PX"
+    # Set $input_dataset to ""
+    value$input_dataset <- ""
     
     # Assign the variable to the appropriate person
     if (var %in% tracy_vars) {
@@ -83,10 +91,8 @@ assign_and_compare <- function(dfA, dfB, tracy_vars, ines_vars, franzi_vars) {
     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$Franzi, paste0("Franzi/DPE_", studyname, "_FRANZI.xlsx"))
   return(result)
 }
-
-writexl::write_xlsx(result$Tracy, "tests/DPE_KARMEN_TRACY.xlsx")
-writexl::write_xlsx(result$Ines, "tests/DPE_KARMEN_INES.xlsx")
-writexl::write_xlsx(result$Franzi, "tests/DPE_KARMEN_FRANZI.xlsx")

From 2f5b7faa3b06b79da8c4c1b0b9652924bade4b2f Mon Sep 17 00:00:00 2001
From: Sofia Siampani <sofiamaria.siampani@mdc-berlin.de>
Date: Sun, 8 Dec 2024 19:48:18 +0100
Subject: [PATCH 05/32] testing workflow

---
 Franzi/DPE_KARMEN_FRANZI.xlsx          | Bin 0 -> 13474 bytes
 Ines/DPE_KARMEN_INES.xlsx              | Bin 0 -> 7152 bytes
 Tracy/DPE_KARMEN_TRACY.xlsx            | Bin 0 -> 12353 bytes
 create_mock_data/reconstructing_dpes.R |  30 +++++++
 tests/DPE_KARMEN_FRANZI.xlsx           | Bin 13883 -> 0 bytes
 tests/DPE_KARMEN_INES.xlsx             | Bin 7305 -> 0 bytes
 tests/DPE_KARMEN_TRACY.xlsx            | Bin 8524 -> 0 bytes
 tests/assign_variables.R               | 104 +++++++++++++------------
 8 files changed, 85 insertions(+), 49 deletions(-)
 create mode 100644 Franzi/DPE_KARMEN_FRANZI.xlsx
 create mode 100644 Ines/DPE_KARMEN_INES.xlsx
 create mode 100644 Tracy/DPE_KARMEN_TRACY.xlsx
 create mode 100644 create_mock_data/reconstructing_dpes.R
 delete mode 100644 tests/DPE_KARMEN_FRANZI.xlsx
 delete mode 100644 tests/DPE_KARMEN_INES.xlsx
 delete mode 100644 tests/DPE_KARMEN_TRACY.xlsx

diff --git a/Franzi/DPE_KARMEN_FRANZI.xlsx b/Franzi/DPE_KARMEN_FRANZI.xlsx
new file mode 100644
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diff --git a/create_mock_data/reconstructing_dpes.R b/create_mock_data/reconstructing_dpes.R
new file mode 100644
index 0000000..75fc3f4
--- /dev/null
+++ b/create_mock_data/reconstructing_dpes.R
@@ -0,0 +1,30 @@
+##### 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)))
+
+library(dplyr)
+
+# 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/tests/DPE_KARMEN_FRANZI.xlsx b/tests/DPE_KARMEN_FRANZI.xlsx
deleted file mode 100644
index 46a927c2b8d85b1545f35ceeda1524aa6e7d3b6d..0000000000000000000000000000000000000000
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literal 0
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diff --git a/tests/assign_variables.R b/tests/assign_variables.R
index 3bc63f8..e4262bd 100644
--- a/tests/assign_variables.R
+++ b/tests/assign_variables.R
@@ -1,51 +1,59 @@
-dataschema_1 <- tibble::tibble(readxl::read_excel(here::here("rmonize/data_schema/", "Dataschema_P1.xlsx"), sheet = 1))
-dataschema_2 <- tibble::tibble(readxl::read_excel(here::here("rmonize/data_schema/", "Dataschema_P1.xlsx"), sheet = 2))
-
-dataschema_p1 <- list(Variables = dataschema_1,
-                   Categories = dataschema_2)
-dataschema_1 <- tibble::tibble(readxl::read_excel(here::here("rmonize/data_schema/", "Dataschema_P2.xlsx"), sheet = 1))
-dataschema_2 <- tibble::tibble(readxl::read_excel(here::here("rmonize/data_schema/", "Dataschema_P2.xlsx"), sheet = 2))
-
-dataschema_p2 <- list(Variables = dataschema_1,
-                   Categories = dataschema_2)
-intersect <- intersect(dataschema_p1$Variables$name, dataschema_p2$Variables$name)
-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)]
-
-P1_P2_intersect <- cbind(intersect, dataschema_p1$Variables$index[dataschema_p1$Variables$name %in% intersect], dataschema_p2$Variables$index[dataschema_p2$Variables$name %in% intersect])
-colnames(P1_P2_intersect) <- c("name", "index_P1", "index_P2")
-
-P1_P2_union <- data.frame(
-  name = union,
-  index_P1 = match(union, dataschema_p1$Variables$name), # Index of variables in dfA (NA if not present)
-  index_P2 = match(union, dataschema_p2$Variables$name)  # Index of variables in dfB (NA if not present)
-)
-
-dpe_P1 <- readxl::read_excel(here::here("rmonize/data_proc_elem/DPE_KARMEN_P1.xlsx"), sheet = 1)
-dpe_P2 <- readxl::read_excel(here::here("rmonize/data_proc_elem/DPE_KARMEN_P2.xlsx"), sheet = 1)
-
-assign_and_compare <- function(dfA, dfB, tracy_vars, ines_vars, franzi_vars) {
+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(dfA$dataschema_variable, dfB$dataschema_variable)
+  all_vars <- union(dpe_p1$dataschema_variable, dpe_p2$dataschema_variable)
   
   for (var in all_vars) {
-    # Get indices of the variable in dfA and dfB
-    idxA <- which(dfA$dataschema_variable == var)
-    idxB <- which(dfB$dataschema_variable == var)
+    # 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 dfA and dfB
-      valueA <- dfA[idxA, ]
-      valueB <- dfB[idxB, ]
+      # Get rows from dpe_p1 and dpe_p2
+      valueA <- dpe_p1[idxA, ]
+      valueB <- dpe_p2[idxB, ]
       
       # Exclude the $input_dataset column for comparison
       compareA <- valueA[, !(colnames(valueA) %in% "input_dataset"), drop = FALSE]
@@ -56,17 +64,17 @@ assign_and_compare <- function(dfA, dfB, tracy_vars, ines_vars, franzi_vars) {
         value <- valueA
       } else {
         value <- valueA
-        value$`Mlstr_harmo::status` <- "ERROR" # Indicate mismatch
+        value$`Mlstr_harmo::comment` <- "ERROR" # Indicate mismatch
       }
-    } else if (length(idxA) > 0) { # Exists only in dfA
-      value <- dfA[idxA, ]
-    } else if (length(idxB) > 0) { # Exists only in dfB
-      value <- dfB[idxB, ]
+    } 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 $input_dataset to "KARMEN_PX"
-    value$input_dataset <- "KARMEN_PX"
+    # Set $input_dataset to ""
+    value$input_dataset <- ""
     
     # Assign the variable to the appropriate person
     if (var %in% tracy_vars) {
@@ -83,10 +91,8 @@ assign_and_compare <- function(dfA, dfB, tracy_vars, ines_vars, franzi_vars) {
     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$Franzi, paste0("Franzi/DPE_", studyname, "_FRANZI.xlsx"))
   return(result)
 }
-
-writexl::write_xlsx(result$Tracy, "tests/DPE_KARMEN_TRACY.xlsx")
-writexl::write_xlsx(result$Ines, "tests/DPE_KARMEN_INES.xlsx")
-writexl::write_xlsx(result$Franzi, "tests/DPE_KARMEN_FRANZI.xlsx")

From 3db84d7cbe9f7b66077568361edf097cd574ac98 Mon Sep 17 00:00:00 2001
From: Sofia Siampani <sofiamaria.siampani@mdc-berlin.de>
Date: Sun, 8 Dec 2024 20:00:41 +0100
Subject: [PATCH 06/32] testing

---
 Tracy/DPE_KARMEN_TRACY.xlsx | Bin 12353 -> 12356 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

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From 69724cfbfcba3dbe76f60b4b3a72b4dc204f9227 Mon Sep 17 00:00:00 2001
From: Sofia Siampani <sofiamaria.siampani@mdc-berlin.de>
Date: Sun, 8 Dec 2024 20:04:39 +0100
Subject: [PATCH 07/32] testing

---
 Tracy/DPE_KARMEN_TRACY.xlsx | Bin 12356 -> 12374 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

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Pl_b80taw#?w=4exi$^CT


From 4d70c4e8b9655fd2a9cca17dbdc0f954f2d2ee56 Mon Sep 17 00:00:00 2001
From: Sofia Siampani <sofiamaria.siampani@mdc-berlin.de>
Date: Sun, 8 Dec 2024 20:07:39 +0100
Subject: [PATCH 08/32] github worklow

---
 .github/workflows/dpe-reconstruct.yml | 42 +++++++++++++++++++++++++++
 1 file changed, 42 insertions(+)
 create mode 100644 .github/workflows/dpe-reconstruct.yml

diff --git a/.github/workflows/dpe-reconstruct.yml b/.github/workflows/dpe-reconstruct.yml
new file mode 100644
index 0000000..67016a7
--- /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('dplyr')"
+
+      # 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

From 602fb025a05310bdec1b50d612ab45848a534557 Mon Sep 17 00:00:00 2001
From: Sofia Siampani <sofiamaria.siampani@mdc-berlin.de>
Date: Sun, 8 Dec 2024 20:17:42 +0100
Subject: [PATCH 09/32] missing dependencies

---
 .github/workflows/dpe-reconstruct.yml  |  2 +-
 create_mock_data/reconstructing_dpes.R | 12 ++++++++++--
 2 files changed, 11 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/dpe-reconstruct.yml b/.github/workflows/dpe-reconstruct.yml
index 67016a7..8739f4e 100644
--- a/.github/workflows/dpe-reconstruct.yml
+++ b/.github/workflows/dpe-reconstruct.yml
@@ -25,7 +25,7 @@ jobs:
       # Step 3: Install dependencies)
       - name: Install R packages
         run: |
-          Rscript -e "install.packages('dplyr')"
+          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
diff --git a/create_mock_data/reconstructing_dpes.R b/create_mock_data/reconstructing_dpes.R
index 75fc3f4..57c9309 100644
--- a/create_mock_data/reconstructing_dpes.R
+++ b/create_mock_data/reconstructing_dpes.R
@@ -1,3 +1,13 @@
+
+# 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)
@@ -9,8 +19,6 @@ dataschema_p1 <- list(Variables =  tibble::tibble(readxl::read_excel(here::here(
 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)))
 
-library(dplyr)
-
 # Assuming these are data.frames
 combined_data <- bind_rows(dpe_tracy, dpe_ines, dpe_franzi)
 

From 7070eb1beffffe3877e95df74dbbc4db2398f461 Mon Sep 17 00:00:00 2001
From: Sofia Siampani <sofiamaria.siampani@mdc-berlin.de>
Date: Sun, 8 Dec 2024 20:35:19 +0100
Subject: [PATCH 10/32] small update

---
 .github/workflows/dpe-reconstruct.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/dpe-reconstruct.yml b/.github/workflows/dpe-reconstruct.yml
index 8739f4e..fb165db 100644
--- a/.github/workflows/dpe-reconstruct.yml
+++ b/.github/workflows/dpe-reconstruct.yml
@@ -22,10 +22,10 @@ jobs:
         with:
           r-version: '4.3'
 
-      # Step 3: Install dependencies)
+      # Step 3: Install dependencies
       - name: Install R packages
         run: |
-          Rscript -e "install.packages(c('dplyr', 'readxl', 'writexl', 'here', repos='https://cloud.r-project.org/')"
+          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

From ee7cffa09f2e8857ef0684e51c66f620c3f7639b Mon Sep 17 00:00:00 2001
From: Sofia Siampani <sofiamaria.siampani@mdc-berlin.de>
Date: Mon, 16 Dec 2024 16:21:07 +0100
Subject: [PATCH 11/32] update on KORA S1 and S3, P2

---
 create_mock_data/mock_data_initiation.R    |   2 +-
 data/DATA_KORA_S1_P2.csv                   | 202 ++++++++++-----------
 data/DATA_KORA_S3_P2.csv                   | 202 ++++++++++-----------
 rmonize/data_dictionary/DD_KORA_S1_P1.xlsx | Bin 27475 -> 25955 bytes
 rmonize/data_dictionary/DD_KORA_S1_P2.xlsx | Bin 28220 -> 29236 bytes
 rmonize/data_dictionary/DD_KORA_S3_P1.xlsx | Bin 27470 -> 30442 bytes
 rmonize/data_dictionary/DD_KORA_S3_P2.xlsx | Bin 27787 -> 27839 bytes
 rmonize/data_proc_elem/DPE_KORA_S1_P1.xlsx | Bin 33362 -> 31365 bytes
 rmonize/data_proc_elem/DPE_KORA_S1_P2.xlsx | Bin 30816 -> 28632 bytes
 rmonize/data_proc_elem/DPE_KORA_S3_P1.xlsx | Bin 32432 -> 35404 bytes
 rmonize/data_proc_elem/DPE_KORA_S3_P2.xlsx | Bin 29009 -> 29112 bytes
 rmonize/data_schema/Dataschema_P1.xlsx     | Bin 26646 -> 25470 bytes
 rmonize/data_schema/Dataschema_P2.xlsx     | Bin 27160 -> 24894 bytes
 13 files changed, 203 insertions(+), 203 deletions(-)

diff --git a/create_mock_data/mock_data_initiation.R b/create_mock_data/mock_data_initiation.R
index a1d5c04..5c83448 100644
--- a/create_mock_data/mock_data_initiation.R
+++ b/create_mock_data/mock_data_initiation.R
@@ -2,5 +2,5 @@
 
 source(here::here("create_mock_data", "mock_data_function.R"))
 
-create_mock_data(studyname = "GINI_P1")
+create_mock_data(studyname = "KORA_S3_P2")
 
diff --git a/data/DATA_KORA_S1_P2.csv b/data/DATA_KORA_S1_P2.csv
index 2cd6381..58d1156 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
-1,1,82,0,1,1,111,119.33155049508923,107,115.08857081066546,118.18782347661647,,0,0,0,0,0,,0,88,,82,0,0,0,123,0,83,0,0,128.6667325949985,110.17344771924859,,82.0893401503853,87.70158802881,87.445283797765,78.1068198614769,110.39010862588793,84.84064036379627,76.00316168819896,98.60344696394735,98.7675086767013,123.00921756337664,112.55356798699454,100.53182296884393,121.38278088536086,88.24485554126007,89.26406131822527,,116.28391526623939,108.65782085830688,107.33130299057927,108.47558007155143,89.74510676662183,116.45542901106631,104.85384840862525,91.83888992063797,104.59520139852648,60.808135475381206,107.7427819822718,102.88421182903502,80.32772049359563,122.66740909652458,90.95496015553198,102.08253783604935,113.70491636482943,96.69631547657737,109.60566895059355,96.1014578382084,,70.73856247237616,94.18338397576566,81.37020446353189,101.14906136786402,89.7938130524754,104.01728189231164,127.91294530097527,94.15637822909356,94.9177284208458,119.22585902613514,105.42220775622843,122.64448897172615,113.02754612292584,106.47148719049255,93.2287739419071,94.83170219177745,81.06894087727741,113.78244073275631,104.80865208414133,114.72291867893293,98.33792192207403,107.29787378844829,104.82127026695021,106.6088988383384,110.97345857927897,,102.3342094967244,102.61912267004016,101.7796224651233,86.18888995087755,85.35254018128012,89.6438819502654,85.48060045567884,97.54218004913656,94.59132809381846
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diff --git a/data/DATA_KORA_S3_P2.csv b/data/DATA_KORA_S3_P2.csv
index ff5faf4..37fc265 100644
--- a/data/DATA_KORA_S3_P2.csv
+++ b/data/DATA_KORA_S3_P2.csv
@@ -1,101 +1,101 @@
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diff --git a/rmonize/data_dictionary/DD_KORA_S1_P1.xlsx b/rmonize/data_dictionary/DD_KORA_S1_P1.xlsx
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diff --git a/rmonize/data_dictionary/DD_KORA_S3_P1.xlsx b/rmonize/data_dictionary/DD_KORA_S3_P1.xlsx
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diff --git a/rmonize/data_proc_elem/DPE_KORA_S1_P1.xlsx b/rmonize/data_proc_elem/DPE_KORA_S1_P1.xlsx
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diff --git a/rmonize/data_proc_elem/DPE_KORA_S3_P2.xlsx b/rmonize/data_proc_elem/DPE_KORA_S3_P2.xlsx
index 249ddd140a7dee76bf9282bce4c5bf3b857b93c6..e42ad26a34c8643606aac6ee22861e5c6c327615 100644
GIT binary patch
delta 16349
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OaRt7D8D;o>_x}JVbTdf+


From d05f113687a00bb1ff63b1133cb1fd6300268a3d Mon Sep 17 00:00:00 2001
From: FlorianSchw <Florian.Schwarz@dife.de>
Date: Tue, 17 Dec 2024 21:41:35 +0100
Subject: [PATCH 12/32] updating the scripts for a) writexl dependency, b)
 creating individual opal_dd files for upload in opal based on dataschema, c)
 extracting "docs" sub-folder from rmonize_report

---
 scripts/GINI_P1.R    | 20 ++++++++++++++++++++
 scripts/GINI_P2.R    | 21 +++++++++++++++++++++
 scripts/KORA_S1_P1.R | 20 ++++++++++++++++++++
 scripts/KORA_S1_P2.R | 21 +++++++++++++++++++++
 scripts/KORA_S3_P1.R | 20 ++++++++++++++++++++
 scripts/KORA_S3_P2.R | 21 +++++++++++++++++++++
 scripts/LISA_P1.R    | 21 +++++++++++++++++++++
 scripts/LISA_P2.R    | 21 +++++++++++++++++++++
 8 files changed, 165 insertions(+)

diff --git a/scripts/GINI_P1.R b/scripts/GINI_P1.R
index ed1554b..8694953 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"
@@ -78,6 +80,24 @@ 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)
 
diff --git a/scripts/GINI_P2.R b/scripts/GINI_P2.R
index 11dba85..38f4f69 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"
@@ -77,6 +79,25 @@ 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)
 
diff --git a/scripts/KORA_S1_P1.R b/scripts/KORA_S1_P1.R
index 38bf641..a177c61 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"
@@ -78,6 +80,24 @@ 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)
 
diff --git a/scripts/KORA_S1_P2.R b/scripts/KORA_S1_P2.R
index fe37aaa..0553d07 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"
@@ -77,6 +79,25 @@ 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)
 
diff --git a/scripts/KORA_S3_P1.R b/scripts/KORA_S3_P1.R
index b447431..e557d0a 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"
@@ -78,6 +80,24 @@ 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)
 
diff --git a/scripts/KORA_S3_P2.R b/scripts/KORA_S3_P2.R
index 10ed823..be7c610 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"
@@ -77,6 +79,25 @@ 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)
 
diff --git a/scripts/LISA_P1.R b/scripts/LISA_P1.R
index 9e4e6cb..fdc6766 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"
@@ -77,6 +79,25 @@ 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)
 
diff --git a/scripts/LISA_P2.R b/scripts/LISA_P2.R
index c9892f7..af0f123 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"
@@ -77,6 +79,25 @@ 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)
 

From 7f4358d48c62fba76d04309766aca5664b3ad54c Mon Sep 17 00:00:00 2001
From: FlorianSchw <Florian.Schwarz@dife.de>
Date: Tue, 17 Dec 2024 21:43:19 +0100
Subject: [PATCH 13/32] unimportant

---
 create_mock_data/mock_data_function.R   | 2 +-
 create_mock_data/mock_data_initiation.R | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

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..0bdc3a8 100644
--- a/create_mock_data/mock_data_initiation.R
+++ b/create_mock_data/mock_data_initiation.R
@@ -2,5 +2,5 @@
 
 source(here::here("create_mock_data", "mock_data_function.R"))
 
-create_mock_data(studyname = "GINI_P1")
+create_mock_data(studyname = "GINI_P2")
 

From a5617f57e0d3266946d66290848ab89dfe2d0a66 Mon Sep 17 00:00:00 2001
From: FlorianSchw <Florian.Schwarz@dife.de>
Date: Wed, 18 Dec 2024 14:35:41 +0100
Subject: [PATCH 14/32] re-update P1 DD and DPE for main

---
 rmonize/data_dictionary/DD_KORA_S1_P1.xlsx | Bin 27313 -> 27475 bytes
 rmonize/data_dictionary/DD_KORA_S3_P1.xlsx | Bin 27374 -> 27470 bytes
 rmonize/data_proc_elem/DPE_KORA_S1_P1.xlsx | Bin 33364 -> 33362 bytes
 rmonize/data_proc_elem/DPE_KORA_S3_P1.xlsx | Bin 32395 -> 32432 bytes
 4 files changed, 0 insertions(+), 0 deletions(-)

diff --git a/rmonize/data_dictionary/DD_KORA_S1_P1.xlsx b/rmonize/data_dictionary/DD_KORA_S1_P1.xlsx
index 55ae3b960937e2fae00b63d5d5b1ed7a0a21beb8..701214fb3007399c48f1aceeb27771f472f0d35d 100644
GIT binary patch
delta 12396
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diff --git a/rmonize/data_proc_elem/DPE_KORA_S1_P1.xlsx b/rmonize/data_proc_elem/DPE_KORA_S1_P1.xlsx
index bcfd28594ff7e97459b4ef39c106b7f56f2f9bd5..923eefbeaf5b977423730533254c793e59ea3ca0 100644
GIT binary patch
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From 2c51829c578e410ae8df457afd34c1b72a2735c8 Mon Sep 17 00:00:00 2001
From: FlorianSchw <Florian.Schwarz@dife.de>
Date: Wed, 18 Dec 2024 14:38:00 +0100
Subject: [PATCH 15/32] including the sub-folder directory commands for where
 the harmonised datasets will be stored

---
 scripts/GINI_P1.R    | 4 +++-
 scripts/GINI_P2.R    | 4 +++-
 scripts/KORA_S1_P1.R | 4 +++-
 scripts/KORA_S1_P2.R | 4 +++-
 scripts/KORA_S3_P1.R | 4 +++-
 scripts/KORA_S3_P2.R | 4 +++-
 scripts/LISA_P1.R    | 4 +++-
 scripts/LISA_P2.R    | 4 +++-
 8 files changed, 24 insertions(+), 8 deletions(-)

diff --git a/scripts/GINI_P1.R b/scripts/GINI_P1.R
index 8694953..526bd93 100644
--- a/scripts/GINI_P1.R
+++ b/scripts/GINI_P1.R
@@ -104,8 +104,10 @@ 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 38f4f69..c98b40f 100644
--- a/scripts/GINI_P2.R
+++ b/scripts/GINI_P2.R
@@ -104,7 +104,9 @@ 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 a177c61..60f6f5f 100644
--- a/scripts/KORA_S1_P1.R
+++ b/scripts/KORA_S1_P1.R
@@ -104,8 +104,10 @@ 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 0553d07..119a1e5 100644
--- a/scripts/KORA_S1_P2.R
+++ b/scripts/KORA_S1_P2.R
@@ -104,7 +104,9 @@ 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 e557d0a..908aa3b 100644
--- a/scripts/KORA_S3_P1.R
+++ b/scripts/KORA_S3_P1.R
@@ -104,7 +104,9 @@ 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 be7c610..b8ef208 100644
--- a/scripts/KORA_S3_P2.R
+++ b/scripts/KORA_S3_P2.R
@@ -104,7 +104,9 @@ 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 fdc6766..812ed08 100644
--- a/scripts/LISA_P1.R
+++ b/scripts/LISA_P1.R
@@ -104,8 +104,10 @@ 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 af0f123..d9c13e5 100644
--- a/scripts/LISA_P2.R
+++ b/scripts/LISA_P2.R
@@ -104,8 +104,10 @@ 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 = "")
 

From 4978182e376d833f463a497ca9e36bb64a6bd030 Mon Sep 17 00:00:00 2001
From: Sofia Siampani <sofiamaria.siampani@mdc-berlin.de>
Date: Wed, 18 Dec 2024 14:44:10 +0100
Subject: [PATCH 16/32] KORA S1/S3 P2

---
 rmonize/data_dictionary/DD_KORA_S1_P2.xlsx | Bin 28220 -> 29236 bytes
 rmonize/data_dictionary/DD_KORA_S3_P2.xlsx | Bin 27787 -> 27839 bytes
 rmonize/data_proc_elem/DPE_KORA_S1_P2.xlsx | Bin 30816 -> 28632 bytes
 rmonize/data_proc_elem/DPE_KORA_S3_P2.xlsx | Bin 29009 -> 29112 bytes
 rmonize/data_schema/Dataschema_P2.xlsx     | Bin 27160 -> 24894 bytes
 5 files changed, 0 insertions(+), 0 deletions(-)

diff --git a/rmonize/data_dictionary/DD_KORA_S1_P2.xlsx b/rmonize/data_dictionary/DD_KORA_S1_P2.xlsx
index 66f93f4e0315c34ff0d65069091113ca6338a23f..8d18c319d8f65b2b97a94d04b19dd79218105389 100644
GIT binary patch
delta 18185
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diff --git a/rmonize/data_proc_elem/DPE_KORA_S3_P2.xlsx b/rmonize/data_proc_elem/DPE_KORA_S3_P2.xlsx
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diff --git a/rmonize/data_schema/Dataschema_P2.xlsx b/rmonize/data_schema/Dataschema_P2.xlsx
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From ed6f41d7d863b97a74748ccbc4bbbd422b23e98b Mon Sep 17 00:00:00 2001
From: FlorianSchw <Florian.Schwarz@dife.de>
Date: Wed, 18 Dec 2024 14:46:26 +0100
Subject: [PATCH 17/32] updating P1 files for main

---
 rmonize/data_dictionary/DD_KORA_S1_P1.xlsx | Bin 27475 -> 27313 bytes
 rmonize/data_dictionary/DD_KORA_S3_P1.xlsx | Bin 27470 -> 27374 bytes
 rmonize/data_proc_elem/DPE_KORA_S1_P1.xlsx | Bin 33362 -> 33364 bytes
 rmonize/data_proc_elem/DPE_KORA_S3_P1.xlsx | Bin 32432 -> 32395 bytes
 4 files changed, 0 insertions(+), 0 deletions(-)

diff --git a/rmonize/data_dictionary/DD_KORA_S1_P1.xlsx b/rmonize/data_dictionary/DD_KORA_S1_P1.xlsx
index 701214fb3007399c48f1aceeb27771f472f0d35d..55ae3b960937e2fae00b63d5d5b1ed7a0a21beb8 100644
GIT binary patch
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From 89912233ddf337d5bbe30dcaedccc7f24056a7b7 Mon Sep 17 00:00:00 2001
From: FlorianSchw <Florian.Schwarz@dife.de>
Date: Wed, 18 Dec 2024 14:51:21 +0100
Subject: [PATCH 18/32] updating the mock data

---
 create_mock_data/mock_data_initiation.R |   7 +-
 data/DATA_KORA_S1_P2.csv                | 202 ++++++++++++------------
 data/DATA_KORA_S3_P2.csv                | 202 ++++++++++++------------
 3 files changed, 204 insertions(+), 207 deletions(-)

diff --git a/create_mock_data/mock_data_initiation.R b/create_mock_data/mock_data_initiation.R
index 0fe897d..1e754fc 100644
--- a/create_mock_data/mock_data_initiation.R
+++ b/create_mock_data/mock_data_initiation.R
@@ -2,9 +2,6 @@
 
 source(here::here("create_mock_data", "mock_data_function.R"))
 
-<<<<<<< HEAD
-create_mock_data(studyname = "GINI_P2")
-=======
-create_mock_data(studyname = "KORA_S3_P2")
->>>>>>> ee7cffa09f2e8857ef0684e51c66f620c3f7639b
+create_mock_data(studyname = "KORA_S1_P2")
+
 
diff --git a/data/DATA_KORA_S1_P2.csv b/data/DATA_KORA_S1_P2.csv
index 2cd6381..6c46181 100644
--- a/data/DATA_KORA_S1_P2.csv
+++ b/data/DATA_KORA_S1_P2.csv
@@ -1,101 +1,101 @@
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diff --git a/data/DATA_KORA_S3_P2.csv b/data/DATA_KORA_S3_P2.csv
index ff5faf4..dba3acc 100644
--- a/data/DATA_KORA_S3_P2.csv
+++ b/data/DATA_KORA_S3_P2.csv
@@ -1,101 +1,101 @@
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From fa1d4f89cb9538add4036a26dd4b05e2feb5dec6 Mon Sep 17 00:00:00 2001
From: FlorianSchw <Florian.Schwarz@dife.de>
Date: Wed, 18 Dec 2024 14:53:12 +0100
Subject: [PATCH 19/32] new mock data for P1

---
 data/DATA_KORA_S1_P1.csv | 202 +++++++++++++++++++--------------------
 data/DATA_KORA_S3_P1.csv | 202 +++++++++++++++++++--------------------
 2 files changed, 202 insertions(+), 202 deletions(-)

diff --git a/data/DATA_KORA_S1_P1.csv b/data/DATA_KORA_S1_P1.csv
index c39e7c9..cc05eb9 100644
--- a/data/DATA_KORA_S1_P1.csv
+++ b/data/DATA_KORA_S1_P1.csv
@@ -1,101 +1,101 @@
-A_ID,acsex,atalteru,atbbild,atcigsmk,atbmi,akcal,AV410,AV420,AV431,AV433,AV440,AV451,AV455,AV459,AV461,AV465,AV469,AV470,AV480,AV499,AV310,AV311,AV315,AV321,AV323,AV325,AV331,AV334,AV337,AV341,AV343,AV344,AV345,AV346,AV351,AV357,AV360,AV370,AV390,AV210,AV220,AV231,AV232,AV233,AV245,AV248,AV711,AV715,AV731,AV719,AV511,AV512,AV517,AV515,AV540,AV111,AV112,AV113,AV115,AV117,AV119,AV120,AV131,AV135,AV141,AV145,AV147,AV150,AV160,AV170,AV180,AV190,AV250,AV255,AV270,AV291,AV293,AV295,AV610,AV681,AV684,AV687,AV620,AV630,AV650,AV670,AV570,AV810,AV821,AV825,AV829,AV841,AV845,AV850,AV860,AV870,AV881,AV885,AV889,AV491
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diff --git a/data/DATA_KORA_S3_P1.csv b/data/DATA_KORA_S3_P1.csv
index 27e71b0..b992628 100644
--- a/data/DATA_KORA_S3_P1.csv
+++ b/data/DATA_KORA_S3_P1.csv
@@ -1,101 +1,101 @@
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From 1976db78182f6930c38ebd0ada7bf585954f4e58 Mon Sep 17 00:00:00 2001
From: FlorianSchw <Florian.Schwarz@dife.de>
Date: Thu, 19 Dec 2024 21:45:05 +0100
Subject: [PATCH 20/32] changing integer ages into decimal ages & tobacco_d
 into decimals

---
 rmonize/data_dictionary/DD_KORA_S1_P1.xlsx | Bin 27313 -> 27305 bytes
 rmonize/data_dictionary/DD_KORA_S1_P2.xlsx | Bin 29236 -> 29253 bytes
 rmonize/data_dictionary/DD_KORA_S3_P1.xlsx | Bin 27374 -> 27372 bytes
 rmonize/data_dictionary/DD_KORA_S3_P2.xlsx | Bin 27839 -> 27880 bytes
 rmonize/data_proc_elem/DPE_KORA_S1_P2.xlsx | Bin 28632 -> 30838 bytes
 rmonize/data_proc_elem/DPE_KORA_S3_P2.xlsx | Bin 29112 -> 29146 bytes
 6 files changed, 0 insertions(+), 0 deletions(-)

diff --git a/rmonize/data_dictionary/DD_KORA_S1_P1.xlsx b/rmonize/data_dictionary/DD_KORA_S1_P1.xlsx
index 55ae3b960937e2fae00b63d5d5b1ed7a0a21beb8..0ec4b312e7d6d52e7bb5b4754737145d4e52f59e 100644
GIT binary patch
delta 9240
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diff --git a/rmonize/data_proc_elem/DPE_KORA_S1_P2.xlsx b/rmonize/data_proc_elem/DPE_KORA_S1_P2.xlsx
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From 20e1099136ff8c95472d545e3367acbb83d0ef16 Mon Sep 17 00:00:00 2001
From: FlorianSchw <Florian.Schwarz@dife.de>
Date: Thu, 19 Dec 2024 21:50:46 +0100
Subject: [PATCH 21/32] adding information on the variable DIETARY_ASSESS_INSTR
 for Variables and Categories sheet in both P1 and P2 Dataschemas

---
 rmonize/data_schema/Dataschema_P1.xlsx | Bin 26646 -> 27074 bytes
 rmonize/data_schema/Dataschema_P2.xlsx | Bin 24894 -> 27578 bytes
 2 files changed, 0 insertions(+), 0 deletions(-)

diff --git a/rmonize/data_schema/Dataschema_P1.xlsx b/rmonize/data_schema/Dataschema_P1.xlsx
index 72626893f8755c9acf4361281094cebe78f01923..b14689aef850068fc509f528c76e59f8a1152fce 100644
GIT binary patch
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From 060d286661d1961a2c48c4a142f31d76abaa26c6 Mon Sep 17 00:00:00 2001
From: FlorianSchw <Florian.Schwarz@dife.de>
Date: Thu, 19 Dec 2024 23:28:30 +0100
Subject: [PATCH 22/32] adding paste operation on dietary assessment instrument

---
 rmonize/data_proc_elem/DPE_KORA_S1_P1.xlsx | Bin 33364 -> 34384 bytes
 rmonize/data_proc_elem/DPE_KORA_S1_P2.xlsx | Bin 30838 -> 31052 bytes
 rmonize/data_proc_elem/DPE_KORA_S3_P1.xlsx | Bin 32395 -> 32607 bytes
 rmonize/data_proc_elem/DPE_KORA_S3_P2.xlsx | Bin 29146 -> 29320 bytes
 4 files changed, 0 insertions(+), 0 deletions(-)

diff --git a/rmonize/data_proc_elem/DPE_KORA_S1_P1.xlsx b/rmonize/data_proc_elem/DPE_KORA_S1_P1.xlsx
index bcfd28594ff7e97459b4ef39c106b7f56f2f9bd5..d023a6002b63d6f859b41dc85fbe79d4d65d33cd 100644
GIT binary patch
delta 19976
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From a25f3e66ec40430d92f815b87cf7498ede94b45a Mon Sep 17 00:00:00 2001
From: FlorianSchw <Florian.Schwarz@dife.de>
Date: Thu, 19 Dec 2024 23:29:00 +0100
Subject: [PATCH 23/32] adding the dieatary assessment instrument and doing a
 final check

---
 rmonize/data_schema/Dataschema_P1.xlsx | Bin 27074 -> 27080 bytes
 rmonize/data_schema/Dataschema_P2.xlsx | Bin 27578 -> 27568 bytes
 2 files changed, 0 insertions(+), 0 deletions(-)

diff --git a/rmonize/data_schema/Dataschema_P1.xlsx b/rmonize/data_schema/Dataschema_P1.xlsx
index b14689aef850068fc509f528c76e59f8a1152fce..197bc6f65e3daecb53520cce9cf3787e19ccdf22 100644
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diff --git a/rmonize/data_schema/Dataschema_P2.xlsx b/rmonize/data_schema/Dataschema_P2.xlsx
index 3aef9b064525af6e448b4ae47f7f7cea4a410de1..13105e5d0d51fccf6ffc1549177b6c6e0fb95ccd 100644
GIT binary patch
delta 7630
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From f1f762eb08fa30c78115f719787c3d07063432ec Mon Sep 17 00:00:00 2001
From: FlorianSchw <Florian.Schwarz@dife.de>
Date: Thu, 19 Dec 2024 23:29:34 +0100
Subject: [PATCH 24/32] deleting preliminary files that should not be here
 anymore

---
 data/DATA_KORA_S1_P2_Preliminary.csv | 101 ---------------------------
 data/DATA_KORA_S3_P2_Preliminary.csv | 101 ---------------------------
 2 files changed, 202 deletions(-)
 delete mode 100644 data/DATA_KORA_S1_P2_Preliminary.csv
 delete mode 100644 data/DATA_KORA_S3_P2_Preliminary.csv

diff --git a/data/DATA_KORA_S1_P2_Preliminary.csv b/data/DATA_KORA_S1_P2_Preliminary.csv
deleted file mode 100644
index 3ab05d4..0000000
--- a/data/DATA_KORA_S1_P2_Preliminary.csv
+++ /dev/null
@@ -1,101 +0,0 @@
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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 @@
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From dd57fd25bd5de92fb83267e6b992dacd5da27420 Mon Sep 17 00:00:00 2001
From: FlorianSchw <Florian.Schwarz@dife.de>
Date: Thu, 19 Dec 2024 23:30:04 +0100
Subject: [PATCH 25/32] newest mock data files for testing after doing changes
 to rmonize files

---
 data/DATA_KORA_S1_P1.csv | 200 +++++++++++++++++++-------------------
 data/DATA_KORA_S1_P2.csv | 200 +++++++++++++++++++-------------------
 data/DATA_KORA_S3_P1.csv | 200 +++++++++++++++++++-------------------
 data/DATA_KORA_S3_P2.csv | 202 +++++++++++++++++++--------------------
 4 files changed, 401 insertions(+), 401 deletions(-)

diff --git a/data/DATA_KORA_S1_P1.csv b/data/DATA_KORA_S1_P1.csv
index cc05eb9..5bb97f0 100644
--- a/data/DATA_KORA_S1_P1.csv
+++ b/data/DATA_KORA_S1_P1.csv
@@ -1,101 +1,101 @@
 a_id,acsex,atalteru,atbbild,atcigsmk,atbmi,akcal,AV410,AV420,AV431,AV433,AV440,AV451,AV455,AV459,AV461,AV465,AV469,AV470,AV480,AV491,AV499,AV310,AV311,AV315,AV321,AV323,AV325,AV331,AV334,AV337,AV341,AV343,AV344,AV345,AV346,AV351,AV357,AV360,AV370,AV390,AV210,AV220,AV231,AV232,AV233,AV245,AV248,AV711,AV715,AV731,AV719,AV511,AV512,AV517,AV515,AV540,AV111,AV112,AV113,AV115,AV117,AV119,AV120,AV131,AV135,AV141,AV145,AV147,AV150,AV160,AV170,AV180,AV190,AV250,AV255,AV270,AV291,AV293,AV295,AV610,AV681,AV684,AV687,AV620,AV630,AV650,AV670,AV570,AV810,AV821,AV825,AV829,AV841,AV845,AV850,AV860,AV870,AV881,AV885,AV889
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diff --git a/data/DATA_KORA_S1_P2.csv b/data/DATA_KORA_S1_P2.csv
index 6c46181..332d74e 100644
--- a/data/DATA_KORA_S1_P2.csv
+++ b/data/DATA_KORA_S1_P2.csv
@@ -1,101 +1,101 @@
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diff --git a/data/DATA_KORA_S3_P1.csv b/data/DATA_KORA_S3_P1.csv
index b992628..3ff1083 100644
--- a/data/DATA_KORA_S3_P1.csv
+++ b/data/DATA_KORA_S3_P1.csv
@@ -1,101 +1,101 @@
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diff --git a/data/DATA_KORA_S3_P2.csv b/data/DATA_KORA_S3_P2.csv
index dba3acc..3122d96 100644
--- a/data/DATA_KORA_S3_P2.csv
+++ b/data/DATA_KORA_S3_P2.csv
@@ -1,101 +1,101 @@
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-2,2,103,1,2,2,,88.75295011846555,,104.84375912828335,48.343981073070026,124.72493440093118,111.04605188969897,95.82472974614471,94.46661263334614,108.90757183692054,125.14339152352693,92.59046996176062,1,1,1,97,121,104,,1,1,1,85.19393691515353,,101,,1,1,92.64768422373909,1,1,101.87025124079562,105.48116325063633,,89.09080658303579,120.62757542987902,97.42457652532495,130.5506917031147,102.99809527666204,102.02716444508886,96.91941807351827,77.28200083589925,85.25110875973039,87.64412294650782,72.88343630824849,123.1856717394777,80.93100782004296,97.87448972277086,108.44834544463599,134.20153307493246,109.50382271331605,99.96443534027361,100.83080166059582,,100.20931408803153,,114.91008428475277,70.72506744177501,,96.60487638093836,102.70697215505774,107.52130205034248,93.57482885693597,108.3286605718176,102.45668928977561,97.7299902761005,134.04067484567668,111.80520373510653,119.41573856236178,85.32842434076967,113.84490528083833,105.22575714110091,111.61741514116173,110.35953783045893,,85.44722265228471,106.11518095253732,91.7733319687845,85.94023434320462,98.50915702655323,110.97647120083995,115.91617600206831,120.60170753599581,115.03751468884658,99.68935491274007,100.14901529674285,94.92924548219311,71.41147107036869,115.41053128680412,112.53823466899351,110.2025045473811,117.57127836969883,110.49362028440355,80.93291307481825,99.20007042107373,102.04373035426575,95.80717231595801,100.72265799243755,122.63413926092896,138.940587686112,100.46338468424361,80.47954742817318,101.28240843677084,130.8937476447084,63.726693165149946,93.8830484403619
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-6,2,81,5,6,2,114.59606879445309,115.79110388396454,111.87996239217141,73.36407498793349,82.75662292063633,117.26997487661207,90.23075294052441,101.63255055651477,84.42184122229435,110.15743560665439,97.83059660731823,119.01763547101288,,1,1,90,86,89,1,1,1,1,86.37183383827717,68,59,1,1,1,,1,1,105.6023162664925,83.71831344889104,107.48095740446999,97.90071892851851,74.44147175373935,74.75807182202855,87.4739153386482,73.89539740259016,105.26167595025824,146.2499740160575,98.23900625867954,123.54175680942741,132.20252315851036,92.57252490084588,,58.002979924009836,105.94205957756607,104.41491593127759,138.3752993560461,,78.48501501148172,118.58435926110371,91.35500709914578,132.31921763080985,103.75879253814037,97.06168067819024,113.9510227368338,106.92761869685975,,95.96790290580942,89.3413980798255,105.46874690503309,95.97535381252071,83.5795549407675,110.27836992852099,70.67543862238666,112.87201665115603,91.13056250648329,100.04523610137055,109.10398766841743,,108.54675764579282,131.92392256700862,,84.91016119957185,,119.52104639332177,110.17043143459647,97.86090721333393,103.01916006735843,114.85055637059483,139.936591552187,119.25125932943929,78.92529186920495,92.70960915812074,71.92245996266769,102.58309270052224,,93.20795544409448,85.6707625640128,94.27397407454242,86.88117730803766,81.61323638430223,114.17752279851464,68.39727321503648,76.59464948794641,,113.74069577658858,117.73791939548616,110.9426694205032,94.49315542038654,114.46690796888514,65.75408789453253,97.75560407049967,119.57712079204677
-7,1,72,0,7,3,88.68341002775011,83.72429197325867,112.84615372528125,66.55756441219478,90.82493390530938,,100.69587272156306,131.30764321675792,110.22260091950572,99.44156428678866,95.28501679397121,,0,0,,93,107,118,0,0,0,0,95.52996827769546,73,120,,0,0,100.68268851307441,0,0,104.33301555120693,73.24426249717446,73.14144376739566,120.98841023056744,71.59231675389138,101.7534734094095,114.47159392844898,135.0028430251756,,82.11502294399884,109.13685425538488,71.26818433764451,91.50148643145283,,,80.51920709847552,,98.55729777196495,115.29091479745368,126.27148780353967,102.43901890796602,99.84383437467316,81.68488183751222,83.41908758716008,104.82835568468037,102.76136821123056,113.84357187205363,103.35870228677518,,109.59664804423176,104.80361776338566,110.7797670509089,99.87606003886121,99.27040546202805,101.97999892505413,111.96061811936667,83.11477355403348,105.46617147323305,65.2065370975264,,70.26249068124076,94.42506172464563,80.40192168360869,102.11813381284522,93.20235401472746,120.90733060821184,88.84671714926408,92.91835955811091,78.39413121799998,100.11028918604251,128.58268725807088,92.56749481729176,117.85336636702606,109.94309337042637,96.02025749868783,98.02347102965824,,99.12876108450978,93.71751753474773,,107.50542857692227,107.70237612118933,115.79321644009379,100.55986436123986,,91.7137437028295,,81.68190277968412,119.77997472281291,108.54476933412664,102.22304847419183,95.53981955277426,101.36930428883876,80.0625263772757,117.43122316307038
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From 4d3af305b78cb1bdc371368ccdd068b4d3e9ce9c Mon Sep 17 00:00:00 2001
From: FlorianSchw <Florian.Schwarz@dife.de>
Date: Thu, 19 Dec 2024 23:31:01 +0100
Subject: [PATCH 26/32] adding categories (0/1) for 5 variables shown in S1_P2
 but not S3_P2 as discussed via e-mail

---
 rmonize/data_dictionary/DD_KORA_S3_P2.xlsx | Bin 27880 -> 27995 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/rmonize/data_dictionary/DD_KORA_S3_P2.xlsx b/rmonize/data_dictionary/DD_KORA_S3_P2.xlsx
index 246f09b92546073bb7ce0392e99dedebcd443d56..5d6e8eb4dae2f85e043cde406e1f25ea95a4ddc2 100644
GIT binary patch
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From 855d94ef817b1c056bc51893b16f611b7d6bf22e Mon Sep 17 00:00:00 2001
From: FlorianSchw <Florian.Schwarz@dife.de>
Date: Thu, 19 Dec 2024 23:31:34 +0100
Subject: [PATCH 27/32] deleting unnecessary test file

---
 .../KORA_S1_P1_harmonized.csv                 | 101 ------------------
 1 file changed, 101 deletions(-)
 delete mode 100644 output/harmonised_dataset/KORA_S1_P1_harmonized.csv

diff --git a/output/harmonised_dataset/KORA_S1_P1_harmonized.csv b/output/harmonised_dataset/KORA_S1_P1_harmonized.csv
deleted file mode 100644
index d02df4f..0000000
--- a/output/harmonised_dataset/KORA_S1_P1_harmonized.csv
+++ /dev/null
@@ -1,101 +0,0 @@
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From 1083d892adfc3f9413153651993a5877c8365d70 Mon Sep 17 00:00:00 2001
From: FlorianSchw <Florian.Schwarz@dife.de>
Date: Fri, 20 Dec 2024 11:07:06 +0100
Subject: [PATCH 28/32] small changes to the Description of the Variables /
 Categories in Dataschema_P1

---
 rmonize/data_schema/Dataschema_P1.xlsx | Bin 27080 -> 27180 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/rmonize/data_schema/Dataschema_P1.xlsx b/rmonize/data_schema/Dataschema_P1.xlsx
index 197bc6f65e3daecb53520cce9cf3787e19ccdf22..e75d103ae776409302c9158ec7766911dfb5d36d 100644
GIT binary patch
delta 11432
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From 2a9a845f3ba8ddb6946c189e407864c60a98bf75 Mon Sep 17 00:00:00 2001
From: Sofia Siampani <sofiamaria.siampani@mdc-berlin.de>
Date: Fri, 20 Dec 2024 11:15:51 +0100
Subject: [PATCH 29/32] fixing lexical errors p2

---
 rmonize/data_schema/Dataschema_P2.xlsx | Bin 27568 -> 27691 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/rmonize/data_schema/Dataschema_P2.xlsx b/rmonize/data_schema/Dataschema_P2.xlsx
index 13105e5d0d51fccf6ffc1549177b6c6e0fb95ccd..de201072bc6048607709b4f0894f3d10c3dad383 100644
GIT binary patch
delta 14393
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From 919815bfad3ba72acfeea6b652a586ddf00e16c7 Mon Sep 17 00:00:00 2001
From: Sofia Siampani <sofiamaria.siampani@mdc-berlin.de>
Date: Fri, 20 Dec 2024 11:53:57 +0100
Subject: [PATCH 30/32] bakery variable

---
 rmonize/data_schema/Dataschema_P2.xlsx | Bin 27691 -> 27741 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/rmonize/data_schema/Dataschema_P2.xlsx b/rmonize/data_schema/Dataschema_P2.xlsx
index de201072bc6048607709b4f0894f3d10c3dad383..077f66d6c70b701da9a0c5397b8fdb87f3d88a34 100644
GIT binary patch
delta 11219
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From 6ffc480bb8e5e2544e2b5486747bc5c7479bf9a2 Mon Sep 17 00:00:00 2001
From: FlorianSchw <Florian.Schwarz@dife.de>
Date: Fri, 20 Dec 2024 13:27:22 +0100
Subject: [PATCH 31/32] final label editing of P1 in Dataschema and DPE's

---
 rmonize/data_proc_elem/DPE_KORA_S1_P1.xlsx | Bin 34384 -> 34400 bytes
 rmonize/data_proc_elem/DPE_KORA_S3_P1.xlsx | Bin 32607 -> 32612 bytes
 rmonize/data_schema/Dataschema_P1.xlsx     | Bin 27180 -> 27198 bytes
 3 files changed, 0 insertions(+), 0 deletions(-)

diff --git a/rmonize/data_proc_elem/DPE_KORA_S1_P1.xlsx b/rmonize/data_proc_elem/DPE_KORA_S1_P1.xlsx
index d023a6002b63d6f859b41dc85fbe79d4d65d33cd..bf1261b6dc75c0e4d04fa41cf0ce5ed40a9764b6 100644
GIT binary patch
delta 17529
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From f7fd177a03abf32a96e8de57c7f3f40c080a766f Mon Sep 17 00:00:00 2001
From: FlorianSchw <Florian.Schwarz@dife.de>
Date: Fri, 20 Dec 2024 13:33:46 +0100
Subject: [PATCH 32/32] final description label edit for P2 of Dataschema and
 DPE's

---
 rmonize/data_proc_elem/DPE_KORA_S1_P2.xlsx | Bin 31052 -> 31036 bytes
 rmonize/data_proc_elem/DPE_KORA_S3_P2.xlsx | Bin 29320 -> 29294 bytes
 rmonize/data_schema/Dataschema_P2.xlsx     | Bin 27741 -> 27770 bytes
 3 files changed, 0 insertions(+), 0 deletions(-)

diff --git a/rmonize/data_proc_elem/DPE_KORA_S1_P2.xlsx b/rmonize/data_proc_elem/DPE_KORA_S1_P2.xlsx
index d1ed6a4896a435ad009702400d19fe28bf3bd8e4..224705a35272cf2a4e3388b618aa8f374c750894 100644
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