R version 4.5.0 RC (2025-04-04 r88113 ucrt) -- "How About a Twenty-Six" Copyright (C) 2025 The R Foundation for Statistical Computing Platform: x86_64-w64-mingw32/x64 R is free software and comes with ABSOLUTELY NO WARRANTY. You are welcome to redistribute it under certain conditions. Type 'license()' or 'licence()' for distribution details. R is a collaborative project with many contributors. Type 'contributors()' for more information and 'citation()' on how to cite R or R packages in publications. Type 'demo()' for some demos, 'help()' for on-line help, or 'help.start()' for an HTML browser interface to help. Type 'q()' to quit R. > # https://github.com/Rdatatable/data.table/issues/5658 > Sys.setenv("OMP_THREAD_LIMIT" = 2) > Sys.setenv("Ncpu" = 2) > > library(testthat) > library(DQAstats) > library(utils) > > if (getRversion() >= "2.15.1") { + utils::globalVariables(c("logfile_dir")) + } [1] "logfile_dir" > test_check("DQAstats") Version of 'DIZtools': 1.0.2 Version of 'DIZutils': 0.1.3 Version of 'DQAstats': 0.3.9 INFO [2025-04-07 10:26:29] No time contstraints will be applied to input data. Either `restricting_date_start` or `restricting_date_end` was null. (08b1a85c61) INFO [2025-04-07 10:26:29] Don't checking the time filtering columns because time filtering is not necessarry. (`rv$restricting_date$use_it` is not TRUE). (feec24b71b) INFO [2025-04-07 10:26:29] Found the path to the csv files in the environment: 'D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data (d45dad8b72) INFO [2025-04-07 10:26:29] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_01.csv (208282630a) INFO [2025-04-07 10:26:29] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_02.csv (208282630a) INFO [2025-04-07 10:26:29] Reading dqa_example_data_01.csv from CSV. (73c0aae8d4) INFO [2025-04-07 10:26:29] Getting dqa_example_data_01.csv (81ba7f702f) INFO [2025-04-07 10:26:29] Transforming source variable types dqa_example_data_01.csv (776ba03cbf) INFO [2025-04-07 10:26:29] Found the path to the csv files in the environment: 'D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data (d45dad8b72) INFO [2025-04-07 10:26:29] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_01.csv (208282630a) INFO [2025-04-07 10:26:29] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_02.csv (208282630a) INFO [2025-04-07 10:26:29] Reading dqa_example_data_02.csv from CSV. (73c0aae8d4) INFO [2025-04-07 10:26:29] Getting dqa_example_data_02.csv (81ba7f702f) INFO [2025-04-07 10:26:29] Transforming source variable types dqa_example_data_02.csv (776ba03cbf) INFO [2025-04-07 10:26:29] Start the time_compare (tc5a1dwezt) INFO [2025-04-07 10:26:29] Start comparing timestamps of: dqa_example_data_01.csv (tcst1dwe12) INFO [2025-04-07 10:26:29] End of time-compare (tcen1dwe67) INFO [2025-04-07 10:26:30] Getting atemporal plausibility Pl.atemporal.Item01 (0c70327436) INFO [2025-04-07 10:26:30] Getting variable descriptions of Age in years (eb95542ec1) INFO [2025-04-07 10:26:30] Calculating variable counts of Age in years (056f1ee2e0) INFO [2025-04-07 10:26:30] Calculating variable statistics of Age in years (edf4f006a9) INFO [2025-04-07 10:26:30] Getting variable descriptions of Amount of credit (eb95542ec1) INFO [2025-04-07 10:26:30] Calculating variable counts of Amount of credit (056f1ee2e0) INFO [2025-04-07 10:26:30] Calculating variable statistics of Amount of credit (edf4f006a9) INFO [2025-04-07 10:26:30] Getting variable descriptions of Birthdate (eb95542ec1) INFO [2025-04-07 10:26:30] Calculating variable counts of Birthdate (056f1ee2e0) INFO [2025-04-07 10:26:30] Calculating variable statistics of Birthdate (edf4f006a9) INFO [2025-04-07 10:26:30] Getting variable descriptions of Credit worthy? (eb95542ec1) INFO [2025-04-07 10:26:30] Calculating variable counts of Credit worthy? (056f1ee2e0) INFO [2025-04-07 10:26:30] Calculating variable statistics of Credit worthy? (edf4f006a9) INFO [2025-04-07 10:26:30] Getting variable descriptions of Current bank balance (eb95542ec1) INFO [2025-04-07 10:26:30] Calculating variable counts of Current bank balance (056f1ee2e0) INFO [2025-04-07 10:26:30] Calculating variable statistics of Current bank balance (edf4f006a9) INFO [2025-04-07 10:26:30] Getting variable descriptions of Date of contact (eb95542ec1) INFO [2025-04-07 10:26:30] Calculating variable counts of Date of contact (056f1ee2e0) INFO [2025-04-07 10:26:30] Calculating variable statistics of Date of contact (edf4f006a9) INFO [2025-04-07 10:26:30] Getting variable descriptions of Forename (eb95542ec1) INFO [2025-04-07 10:26:30] Calculating variable counts of Forename (056f1ee2e0) INFO [2025-04-07 10:26:30] Calculating variable statistics of Forename (edf4f006a9) INFO [2025-04-07 10:26:30] Getting variable descriptions of Income (eb95542ec1) INFO [2025-04-07 10:26:30] Calculating variable counts of Income (056f1ee2e0) INFO [2025-04-07 10:26:30] Calculating variable statistics of Income (edf4f006a9) INFO [2025-04-07 10:26:30] Getting variable descriptions of Job (eb95542ec1) INFO [2025-04-07 10:26:30] Calculating variable counts of Job (056f1ee2e0) INFO [2025-04-07 10:26:31] Calculating variable statistics of Job (edf4f006a9) INFO [2025-04-07 10:26:31] Getting variable descriptions of Name (eb95542ec1) INFO [2025-04-07 10:26:31] Calculating variable counts of Name (056f1ee2e0) INFO [2025-04-07 10:26:31] Calculating variable statistics of Name (edf4f006a9) INFO [2025-04-07 10:26:31] Getting variable descriptions of Person ID (eb95542ec1) INFO [2025-04-07 10:26:31] Calculating variable counts of Person ID (056f1ee2e0) INFO [2025-04-07 10:26:31] Calculating variable statistics of Person ID (edf4f006a9) INFO [2025-04-07 10:26:31] Getting variable descriptions of Sex (eb95542ec1) INFO [2025-04-07 10:26:31] Calculating variable counts of Sex (056f1ee2e0) INFO [2025-04-07 10:26:31] Calculating variable statistics of Sex (edf4f006a9) INFO [2025-04-07 10:26:31] Getting plausibility descriptions of pl.atemporal.item01 (0888fa800d) INFO [2025-04-07 10:26:31] Calculating plausibility counts of pl.atemporal.item01 (0e918bd0fd) INFO [2025-04-07 10:26:31] Calculating plausibility statistics of pl.atemporal.item01 (cf90f11533) INFO [2025-04-07 10:26:31] Getting uniqueness plausibility Pl.uniqueness.Item01 (e4fe49cd9e) INFO [2025-04-07 10:26:32] Performing value conformance check for 'Age in years' (5d061425eb) INFO [2025-04-07 10:26:32] Analyzing variable 'Age in years' with type 'integer' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:32] Analyzing variable 'Age in years' with type 'integer' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:32] Age in years from target_data : result_max > range$max (44264e3a64) INFO [2025-04-07 10:26:32] Performing value conformance check for 'Amount of credit' (5d061425eb) INFO [2025-04-07 10:26:32] Analyzing variable 'Amount of credit' with type 'integer' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:32] Analyzing variable 'Amount of credit' with type 'integer' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:32] Performing value conformance check for 'Birthdate' (5d061425eb) INFO [2025-04-07 10:26:32] Analyzing variable 'Birthdate' with type 'datetime' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:32] Birthdate from source_data : result_min < datetime$min (21abaa38e2) INFO [2025-04-07 10:26:32] Birthdate from source_data : result_max > datetime$max (44264e8a64) INFO [2025-04-07 10:26:32] Analyzing variable 'Birthdate' with type 'datetime' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:32] Birthdate from target_data : result_min < datetime$min (21abaa38e2) INFO [2025-04-07 10:26:32] Birthdate from target_data : result_max > datetime$max (44264e8a64) INFO [2025-04-07 10:26:32] Performing value conformance check for 'Credit worthy?' (5d061425eb) INFO [2025-04-07 10:26:32] Analyzing variable 'Credit worthy?' with type 'enumerated' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:32] Analyzing variable 'Credit worthy?' with type 'enumerated' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:32] Performing value conformance check for 'Current bank balance' (5d061425eb) INFO [2025-04-07 10:26:32] Analyzing variable 'Current bank balance' with type 'integer' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:32] Current bank balance from source_data : result_min < range$min (21abaa37e2) INFO [2025-04-07 10:26:32] Analyzing variable 'Current bank balance' with type 'integer' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:32] Current bank balance from target_data : result_min < range$min (21abaa37e2) INFO [2025-04-07 10:26:32] Performing value conformance check for 'Date of contact' (5d061425eb) INFO [2025-04-07 10:26:32] Analyzing variable 'Date of contact' with type 'datetime' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:32] Date of contact from source_data : result_min < datetime$min (21abaa38e2) INFO [2025-04-07 10:26:32] Analyzing variable 'Date of contact' with type 'datetime' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:32] Date of contact from target_data : result_min < datetime$min (21abaa38e2) INFO [2025-04-07 10:26:32] Performing value conformance check for 'Forename' (5d061425eb) INFO [2025-04-07 10:26:32] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Forename' (key = 'dqa_example_data_01.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:32] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Forename' (key = 'dqa_example_data_02.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:32] Performing value conformance check for 'Income' (5d061425eb) INFO [2025-04-07 10:26:32] Analyzing variable 'Income' with type 'integer' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:32] Analyzing variable 'Income' with type 'integer' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:32] Income from target_data : result_min < range$min (21abaa37e2) INFO [2025-04-07 10:26:32] Performing value conformance check for 'Job' (5d061425eb) INFO [2025-04-07 10:26:32] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Job' (key = 'dqa_example_data_01.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:32] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Job' (key = 'dqa_example_data_02.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:32] Performing value conformance check for 'Name' (5d061425eb) INFO [2025-04-07 10:26:32] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Name' (key = 'dqa_example_data_01.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:32] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Name' (key = 'dqa_example_data_02.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:32] Performing value conformance check for 'Person ID' (5d061425eb) INFO [2025-04-07 10:26:32] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Person ID' (key = 'dqa_example_data_01.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:32] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Person ID' (key = 'dqa_example_data_02.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:32] Performing value conformance check for 'Sex' (5d061425eb) INFO [2025-04-07 10:26:32] Analyzing variable 'Sex' with type 'enumerated' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:32] Analyzing variable 'Sex' with type 'enumerated' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:32] Performing value conformance check for 'pl.atemporal.item01' (5d061425eb) INFO [2025-04-07 10:26:32] Analyzing variable 'pl.atemporal.item01' with type 'enumerated' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:32] Analyzing variable 'pl.atemporal.item01' with type 'enumerated' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:32] Performing missing analysis Age in years (7a28e87b30) INFO [2025-04-07 10:26:32] Performing missing analysis Amount of credit (7a28e87b30) INFO [2025-04-07 10:26:32] Performing missing analysis Birthdate (7a28e87b30) INFO [2025-04-07 10:26:32] Performing missing analysis Credit worthy? (7a28e87b30) INFO [2025-04-07 10:26:32] Performing missing analysis Current bank balance (7a28e87b30) INFO [2025-04-07 10:26:32] Performing missing analysis Date of contact (7a28e87b30) INFO [2025-04-07 10:26:32] Performing missing analysis Forename (7a28e87b30) INFO [2025-04-07 10:26:32] Performing missing analysis Income (7a28e87b30) INFO [2025-04-07 10:26:32] Performing missing analysis Job (7a28e87b30) INFO [2025-04-07 10:26:32] Performing missing analysis Name (7a28e87b30) INFO [2025-04-07 10:26:32] Performing missing analysis Person ID (7a28e87b30) INFO [2025-04-07 10:26:32] Performing missing analysis Sex (7a28e87b30) INFO [2025-04-07 10:26:32] Creating D:\temp\2025_04_07_10_25_17_7485\RtmpUxifZa\output\/export/ (4f10124602) INFO [2025-04-07 10:26:33] Creating report (aa5c87f7da) ERROR [2025-04-07 10:26:33] Something went wrong with tinytex. Is it installed correctly? Try reinstalling it by running `remotes::update_packages('tinytex', upgrade = 'always')` and `tinytex::install_tinytex()` !!! DQAstats is not able to render the PDF report !!! (e50d001ed4) Time difference of 0.06666667 mins INFO [2025-04-07 10:26:33] ✔ Date restriction parameters are valid in the MDR. (47da559fd2) INFO [2025-04-07 10:26:33] Found the path to the csv files in the environment: 'D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data (d45dad8b72) INFO [2025-04-07 10:26:33] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_01.csv (208282630a) INFO [2025-04-07 10:26:33] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_02.csv (208282630a) INFO [2025-04-07 10:26:33] Reading dqa_example_data_01.csv from CSV. (73c0aae8d4) INFO [2025-04-07 10:26:33] Getting dqa_example_data_01.csv (81ba7f702f) INFO [2025-04-07 10:26:33] Transforming source variable types dqa_example_data_01.csv (776ba03cbf) INFO [2025-04-07 10:26:33] Found the path to the csv files in the environment: 'D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data (d45dad8b72) INFO [2025-04-07 10:26:33] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_01.csv (208282630a) INFO [2025-04-07 10:26:33] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_02.csv (208282630a) INFO [2025-04-07 10:26:33] Reading dqa_example_data_02.csv from CSV. (73c0aae8d4) INFO [2025-04-07 10:26:33] Getting dqa_example_data_02.csv (81ba7f702f) INFO [2025-04-07 10:26:33] Transforming source variable types dqa_example_data_02.csv (776ba03cbf) INFO [2025-04-07 10:26:33] Getting atemporal plausibility Pl.atemporal.Item01 (0c70327436) INFO [2025-04-07 10:26:34] Getting variable descriptions of Age in years (eb95542ec1) INFO [2025-04-07 10:26:34] Calculating variable counts of Age in years (056f1ee2e0) INFO [2025-04-07 10:26:34] Calculating variable statistics of Age in years (edf4f006a9) INFO [2025-04-07 10:26:34] Getting variable descriptions of Amount of credit (eb95542ec1) INFO [2025-04-07 10:26:34] Calculating variable counts of Amount of credit (056f1ee2e0) INFO [2025-04-07 10:26:34] Calculating variable statistics of Amount of credit (edf4f006a9) INFO [2025-04-07 10:26:34] Getting variable descriptions of Birthdate (eb95542ec1) INFO [2025-04-07 10:26:34] Calculating variable counts of Birthdate (056f1ee2e0) INFO [2025-04-07 10:26:34] Calculating variable statistics of Birthdate (edf4f006a9) INFO [2025-04-07 10:26:34] Getting variable descriptions of Credit worthy? (eb95542ec1) INFO [2025-04-07 10:26:34] Calculating variable counts of Credit worthy? (056f1ee2e0) INFO [2025-04-07 10:26:34] Calculating variable statistics of Credit worthy? (edf4f006a9) INFO [2025-04-07 10:26:34] Getting variable descriptions of Current bank balance (eb95542ec1) INFO [2025-04-07 10:26:34] Calculating variable counts of Current bank balance (056f1ee2e0) INFO [2025-04-07 10:26:34] Calculating variable statistics of Current bank balance (edf4f006a9) INFO [2025-04-07 10:26:34] Getting variable descriptions of Date of contact (eb95542ec1) INFO [2025-04-07 10:26:34] Calculating variable counts of Date of contact (056f1ee2e0) INFO [2025-04-07 10:26:34] Calculating variable statistics of Date of contact (edf4f006a9) INFO [2025-04-07 10:26:34] Getting variable descriptions of Forename (eb95542ec1) INFO [2025-04-07 10:26:34] Calculating variable counts of Forename (056f1ee2e0) INFO [2025-04-07 10:26:34] Calculating variable statistics of Forename (edf4f006a9) INFO [2025-04-07 10:26:34] Getting variable descriptions of Income (eb95542ec1) INFO [2025-04-07 10:26:34] Calculating variable counts of Income (056f1ee2e0) INFO [2025-04-07 10:26:34] Calculating variable statistics of Income (edf4f006a9) INFO [2025-04-07 10:26:34] Getting variable descriptions of Job (eb95542ec1) INFO [2025-04-07 10:26:34] Calculating variable counts of Job (056f1ee2e0) INFO [2025-04-07 10:26:34] Calculating variable statistics of Job (edf4f006a9) INFO [2025-04-07 10:26:34] Getting variable descriptions of Name (eb95542ec1) INFO [2025-04-07 10:26:34] Calculating variable counts of Name (056f1ee2e0) INFO [2025-04-07 10:26:34] Calculating variable statistics of Name (edf4f006a9) INFO [2025-04-07 10:26:34] Getting variable descriptions of Person ID (eb95542ec1) INFO [2025-04-07 10:26:34] Calculating variable counts of Person ID (056f1ee2e0) INFO [2025-04-07 10:26:34] Calculating variable statistics of Person ID (edf4f006a9) INFO [2025-04-07 10:26:34] Getting variable descriptions of Sex (eb95542ec1) INFO [2025-04-07 10:26:34] Calculating variable counts of Sex (056f1ee2e0) INFO [2025-04-07 10:26:34] Calculating variable statistics of Sex (edf4f006a9) INFO [2025-04-07 10:26:34] Performing missing analysis Age in years (7a28e87b30) INFO [2025-04-07 10:26:34] Performing missing analysis Amount of credit (7a28e87b30) INFO [2025-04-07 10:26:34] Performing missing analysis Birthdate (7a28e87b30) INFO [2025-04-07 10:26:34] Performing missing analysis Credit worthy? (7a28e87b30) INFO [2025-04-07 10:26:34] Performing missing analysis Current bank balance (7a28e87b30) INFO [2025-04-07 10:26:34] Performing missing analysis Date of contact (7a28e87b30) INFO [2025-04-07 10:26:34] Performing missing analysis Forename (7a28e87b30) INFO [2025-04-07 10:26:34] Performing missing analysis Income (7a28e87b30) INFO [2025-04-07 10:26:34] Performing missing analysis Job (7a28e87b30) INFO [2025-04-07 10:26:34] Performing missing analysis Name (7a28e87b30) INFO [2025-04-07 10:26:34] Performing missing analysis Person ID (7a28e87b30) INFO [2025-04-07 10:26:34] Performing missing analysis Sex (7a28e87b30) INFO [2025-04-07 10:26:35] Found the path to the csv files in the environment: 'D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data (d45dad8b72) INFO [2025-04-07 10:26:35] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_01.csv (208282630a) INFO [2025-04-07 10:26:35] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_02.csv (208282630a) INFO [2025-04-07 10:26:35] Reading dqa_example_data_01.csv from CSV. (73c0aae8d4) INFO [2025-04-07 10:26:35] Getting dqa_example_data_01.csv (81ba7f702f) INFO [2025-04-07 10:26:35] Transforming source variable types dqa_example_data_01.csv (776ba03cbf) INFO [2025-04-07 10:26:35] Found the path to the csv files in the environment: 'D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data (d45dad8b72) INFO [2025-04-07 10:26:35] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_01.csv (208282630a) INFO [2025-04-07 10:26:35] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_02.csv (208282630a) INFO [2025-04-07 10:26:35] Reading dqa_example_data_02.csv from CSV. (73c0aae8d4) INFO [2025-04-07 10:26:35] Getting dqa_example_data_02.csv (81ba7f702f) INFO [2025-04-07 10:26:35] Transforming source variable types dqa_example_data_02.csv (776ba03cbf) INFO [2025-04-07 10:26:35] Getting atemporal plausibility Pl.atemporal.Item01 (0c70327436) INFO [2025-04-07 10:26:35] Getting variable descriptions of Age in years (eb95542ec1) INFO [2025-04-07 10:26:35] Calculating variable counts of Age in years (056f1ee2e0) INFO [2025-04-07 10:26:35] Calculating variable statistics of Age in years (edf4f006a9) INFO [2025-04-07 10:26:35] Getting variable descriptions of Amount of credit (eb95542ec1) INFO [2025-04-07 10:26:35] Calculating variable counts of Amount of credit (056f1ee2e0) INFO [2025-04-07 10:26:35] Calculating variable statistics of Amount of credit (edf4f006a9) INFO [2025-04-07 10:26:35] Getting variable descriptions of Birthdate (eb95542ec1) INFO [2025-04-07 10:26:35] Calculating variable counts of Birthdate (056f1ee2e0) INFO [2025-04-07 10:26:36] Calculating variable statistics of Birthdate (edf4f006a9) INFO [2025-04-07 10:26:36] Getting variable descriptions of Credit worthy? (eb95542ec1) INFO [2025-04-07 10:26:36] Calculating variable counts of Credit worthy? (056f1ee2e0) INFO [2025-04-07 10:26:36] Calculating variable statistics of Credit worthy? (edf4f006a9) INFO [2025-04-07 10:26:36] Getting variable descriptions of Current bank balance (eb95542ec1) INFO [2025-04-07 10:26:36] Calculating variable counts of Current bank balance (056f1ee2e0) INFO [2025-04-07 10:26:36] Calculating variable statistics of Current bank balance (edf4f006a9) INFO [2025-04-07 10:26:36] Getting variable descriptions of Date of contact (eb95542ec1) INFO [2025-04-07 10:26:36] Calculating variable counts of Date of contact (056f1ee2e0) INFO [2025-04-07 10:26:36] Calculating variable statistics of Date of contact (edf4f006a9) INFO [2025-04-07 10:26:36] Getting variable descriptions of Forename (eb95542ec1) INFO [2025-04-07 10:26:36] Calculating variable counts of Forename (056f1ee2e0) INFO [2025-04-07 10:26:36] Calculating variable statistics of Forename (edf4f006a9) INFO [2025-04-07 10:26:36] Getting variable descriptions of Income (eb95542ec1) INFO [2025-04-07 10:26:36] Calculating variable counts of Income (056f1ee2e0) INFO [2025-04-07 10:26:36] Calculating variable statistics of Income (edf4f006a9) INFO [2025-04-07 10:26:36] Getting variable descriptions of Job (eb95542ec1) INFO [2025-04-07 10:26:36] Calculating variable counts of Job (056f1ee2e0) INFO [2025-04-07 10:26:36] Calculating variable statistics of Job (edf4f006a9) INFO [2025-04-07 10:26:36] Getting variable descriptions of Name (eb95542ec1) INFO [2025-04-07 10:26:36] Calculating variable counts of Name (056f1ee2e0) INFO [2025-04-07 10:26:36] Calculating variable statistics of Name (edf4f006a9) INFO [2025-04-07 10:26:36] Getting variable descriptions of Person ID (eb95542ec1) INFO [2025-04-07 10:26:36] Calculating variable counts of Person ID (056f1ee2e0) INFO [2025-04-07 10:26:36] Calculating variable statistics of Person ID (edf4f006a9) INFO [2025-04-07 10:26:36] Getting variable descriptions of Sex (eb95542ec1) INFO [2025-04-07 10:26:36] Calculating variable counts of Sex (056f1ee2e0) INFO [2025-04-07 10:26:36] Calculating variable statistics of Sex (edf4f006a9) INFO [2025-04-07 10:26:36] Getting plausibility descriptions of pl.atemporal.item01 (0888fa800d) INFO [2025-04-07 10:26:36] Calculating plausibility counts of pl.atemporal.item01 (0e918bd0fd) INFO [2025-04-07 10:26:36] Calculating plausibility statistics of pl.atemporal.item01 (cf90f11533) INFO [2025-04-07 10:26:36] Getting uniqueness plausibility Pl.uniqueness.Item01 (e4fe49cd9e) INFO [2025-04-07 10:26:37] Performing value conformance check for 'Age in years' (5d061425eb) INFO [2025-04-07 10:26:37] Analyzing variable 'Age in years' with type 'integer' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:37] Analyzing variable 'Age in years' with type 'integer' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:37] Age in years from target_data : result_max > range$max (44264e3a64) INFO [2025-04-07 10:26:37] Performing value conformance check for 'Amount of credit' (5d061425eb) INFO [2025-04-07 10:26:37] Analyzing variable 'Amount of credit' with type 'integer' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:37] Analyzing variable 'Amount of credit' with type 'integer' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:37] Performing value conformance check for 'Birthdate' (5d061425eb) INFO [2025-04-07 10:26:37] Analyzing variable 'Birthdate' with type 'datetime' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:37] Birthdate from source_data : result_min < datetime$min (21abaa38e2) INFO [2025-04-07 10:26:37] Birthdate from source_data : result_max > datetime$max (44264e8a64) INFO [2025-04-07 10:26:37] Analyzing variable 'Birthdate' with type 'datetime' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:37] Birthdate from target_data : result_min < datetime$min (21abaa38e2) INFO [2025-04-07 10:26:37] Birthdate from target_data : result_max > datetime$max (44264e8a64) INFO [2025-04-07 10:26:37] Performing value conformance check for 'Credit worthy?' (5d061425eb) INFO [2025-04-07 10:26:37] Analyzing variable 'Credit worthy?' with type 'enumerated' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:37] Analyzing variable 'Credit worthy?' with type 'enumerated' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:37] Performing value conformance check for 'Current bank balance' (5d061425eb) INFO [2025-04-07 10:26:37] Analyzing variable 'Current bank balance' with type 'integer' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:37] Current bank balance from source_data : result_min < range$min (21abaa37e2) INFO [2025-04-07 10:26:37] Analyzing variable 'Current bank balance' with type 'integer' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:37] Current bank balance from target_data : result_min < range$min (21abaa37e2) INFO [2025-04-07 10:26:37] Performing value conformance check for 'Date of contact' (5d061425eb) INFO [2025-04-07 10:26:37] Analyzing variable 'Date of contact' with type 'datetime' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:37] Date of contact from source_data : result_min < datetime$min (21abaa38e2) INFO [2025-04-07 10:26:37] Analyzing variable 'Date of contact' with type 'datetime' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:37] Date of contact from target_data : result_min < datetime$min (21abaa38e2) INFO [2025-04-07 10:26:37] Performing value conformance check for 'Forename' (5d061425eb) INFO [2025-04-07 10:26:37] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Forename' (key = 'dqa_example_data_01.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:37] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Forename' (key = 'dqa_example_data_02.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:37] Performing value conformance check for 'Income' (5d061425eb) INFO [2025-04-07 10:26:37] Analyzing variable 'Income' with type 'integer' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:37] Analyzing variable 'Income' with type 'integer' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:37] Income from target_data : result_min < range$min (21abaa37e2) INFO [2025-04-07 10:26:37] Performing value conformance check for 'Job' (5d061425eb) INFO [2025-04-07 10:26:37] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Job' (key = 'dqa_example_data_01.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:37] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Job' (key = 'dqa_example_data_02.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:37] Performing value conformance check for 'Name' (5d061425eb) INFO [2025-04-07 10:26:37] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Name' (key = 'dqa_example_data_01.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:37] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Name' (key = 'dqa_example_data_02.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:37] Performing value conformance check for 'Person ID' (5d061425eb) INFO [2025-04-07 10:26:37] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Person ID' (key = 'dqa_example_data_01.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:37] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Person ID' (key = 'dqa_example_data_02.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:37] Performing value conformance check for 'Sex' (5d061425eb) INFO [2025-04-07 10:26:37] Analyzing variable 'Sex' with type 'enumerated' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:37] Analyzing variable 'Sex' with type 'enumerated' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:37] Found the path to the csv files in the environment: 'D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data (d45dad8b72) INFO [2025-04-07 10:26:37] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_01.csv (208282630a) INFO [2025-04-07 10:26:37] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_02.csv (208282630a) INFO [2025-04-07 10:26:37] Reading dqa_example_data_01.csv from CSV. (73c0aae8d4) INFO [2025-04-07 10:26:37] Getting dqa_example_data_01.csv (81ba7f702f) INFO [2025-04-07 10:26:37] Transforming source variable types dqa_example_data_01.csv (776ba03cbf) INFO [2025-04-07 10:26:38] Found the path to the csv files in the environment: 'D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data (d45dad8b72) INFO [2025-04-07 10:26:38] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_01.csv (208282630a) INFO [2025-04-07 10:26:38] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_02.csv (208282630a) INFO [2025-04-07 10:26:38] Reading dqa_example_data_02.csv from CSV. (73c0aae8d4) INFO [2025-04-07 10:26:38] Getting dqa_example_data_02.csv (81ba7f702f) INFO [2025-04-07 10:26:38] Transforming source variable types dqa_example_data_02.csv (776ba03cbf) INFO [2025-04-07 10:26:38] Found the path to the csv files in the environment: 'D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data (d45dad8b72) INFO [2025-04-07 10:26:38] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_01.csv (208282630a) INFO [2025-04-07 10:26:38] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_02.csv (208282630a) INFO [2025-04-07 10:26:38] Reading dqa_example_data_01.csv from CSV. (73c0aae8d4) INFO [2025-04-07 10:26:38] Getting dqa_example_data_01.csv (81ba7f702f) INFO [2025-04-07 10:26:38] Transforming source variable types dqa_example_data_01.csv (776ba03cbf) INFO [2025-04-07 10:26:38] Found the path to the csv files in the environment: 'D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data (d45dad8b72) INFO [2025-04-07 10:26:38] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_01.csv (208282630a) INFO [2025-04-07 10:26:38] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_02.csv (208282630a) INFO [2025-04-07 10:26:38] Reading dqa_example_data_02.csv from CSV. (73c0aae8d4) INFO [2025-04-07 10:26:38] Getting dqa_example_data_02.csv (81ba7f702f) INFO [2025-04-07 10:26:38] Transforming source variable types dqa_example_data_02.csv (776ba03cbf) INFO [2025-04-07 10:26:38] Getting atemporal plausibility Pl.atemporal.Item01 (0c70327436) INFO [2025-04-07 10:26:39] Getting variable descriptions of Age in years (eb95542ec1) INFO [2025-04-07 10:26:39] Calculating variable counts of Age in years (056f1ee2e0) INFO [2025-04-07 10:26:39] Calculating variable statistics of Age in years (edf4f006a9) INFO [2025-04-07 10:26:39] Getting variable descriptions of Amount of credit (eb95542ec1) INFO [2025-04-07 10:26:39] Calculating variable counts of Amount of credit (056f1ee2e0) INFO [2025-04-07 10:26:39] Calculating variable statistics of Amount of credit (edf4f006a9) INFO [2025-04-07 10:26:39] Getting variable descriptions of Birthdate (eb95542ec1) INFO [2025-04-07 10:26:39] Calculating variable counts of Birthdate (056f1ee2e0) INFO [2025-04-07 10:26:39] Calculating variable statistics of Birthdate (edf4f006a9) INFO [2025-04-07 10:26:39] Getting variable descriptions of Credit worthy? (eb95542ec1) INFO [2025-04-07 10:26:39] Calculating variable counts of Credit worthy? (056f1ee2e0) INFO [2025-04-07 10:26:39] Calculating variable statistics of Credit worthy? (edf4f006a9) INFO [2025-04-07 10:26:39] Getting variable descriptions of Current bank balance (eb95542ec1) INFO [2025-04-07 10:26:39] Calculating variable counts of Current bank balance (056f1ee2e0) INFO [2025-04-07 10:26:39] Calculating variable statistics of Current bank balance (edf4f006a9) INFO [2025-04-07 10:26:39] Getting variable descriptions of Date of contact (eb95542ec1) INFO [2025-04-07 10:26:39] Calculating variable counts of Date of contact (056f1ee2e0) INFO [2025-04-07 10:26:39] Calculating variable statistics of Date of contact (edf4f006a9) INFO [2025-04-07 10:26:39] Getting variable descriptions of Forename (eb95542ec1) INFO [2025-04-07 10:26:39] Calculating variable counts of Forename (056f1ee2e0) INFO [2025-04-07 10:26:39] Calculating variable statistics of Forename (edf4f006a9) INFO [2025-04-07 10:26:39] Getting variable descriptions of Income (eb95542ec1) INFO [2025-04-07 10:26:39] Calculating variable counts of Income (056f1ee2e0) INFO [2025-04-07 10:26:39] Calculating variable statistics of Income (edf4f006a9) INFO [2025-04-07 10:26:39] Getting variable descriptions of Job (eb95542ec1) INFO [2025-04-07 10:26:39] Calculating variable counts of Job (056f1ee2e0) INFO [2025-04-07 10:26:39] Calculating variable statistics of Job (edf4f006a9) INFO [2025-04-07 10:26:39] Getting variable descriptions of Name (eb95542ec1) INFO [2025-04-07 10:26:39] Calculating variable counts of Name (056f1ee2e0) INFO [2025-04-07 10:26:39] Calculating variable statistics of Name (edf4f006a9) INFO [2025-04-07 10:26:39] Getting variable descriptions of Person ID (eb95542ec1) INFO [2025-04-07 10:26:39] Calculating variable counts of Person ID (056f1ee2e0) INFO [2025-04-07 10:26:39] Calculating variable statistics of Person ID (edf4f006a9) INFO [2025-04-07 10:26:39] Getting variable descriptions of Sex (eb95542ec1) INFO [2025-04-07 10:26:39] Calculating variable counts of Sex (056f1ee2e0) INFO [2025-04-07 10:26:39] Calculating variable statistics of Sex (edf4f006a9) INFO [2025-04-07 10:26:39] ✔ Date restriction parameters are valid in the MDR. (47da559fd2) INFO [2025-04-07 10:26:39] Found the path to the csv files in the environment: 'D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data (d45dad8b72) INFO [2025-04-07 10:26:39] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_01.csv (208282630a) INFO [2025-04-07 10:26:39] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_02.csv (208282630a) INFO [2025-04-07 10:26:39] Reading dqa_example_data_01.csv from CSV. (73c0aae8d4) INFO [2025-04-07 10:26:39] Getting dqa_example_data_01.csv (81ba7f702f) INFO [2025-04-07 10:26:39] Transforming source variable types dqa_example_data_01.csv (776ba03cbf) INFO [2025-04-07 10:26:39] Found the path to the csv files in the environment: 'D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data (d45dad8b72) INFO [2025-04-07 10:26:39] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_01.csv (208282630a) INFO [2025-04-07 10:26:39] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_02.csv (208282630a) INFO [2025-04-07 10:26:39] Reading dqa_example_data_02.csv from CSV. (73c0aae8d4) INFO [2025-04-07 10:26:40] Getting dqa_example_data_02.csv (81ba7f702f) INFO [2025-04-07 10:26:40] Transforming source variable types dqa_example_data_02.csv (776ba03cbf) INFO [2025-04-07 10:26:40] Getting variable descriptions of Age in years (eb95542ec1) INFO [2025-04-07 10:26:40] Calculating variable counts of Age in years (056f1ee2e0) INFO [2025-04-07 10:26:40] Calculating variable statistics of Age in years (edf4f006a9) INFO [2025-04-07 10:26:40] Getting variable descriptions of Amount of credit (eb95542ec1) INFO [2025-04-07 10:26:40] Calculating variable counts of Amount of credit (056f1ee2e0) INFO [2025-04-07 10:26:40] Calculating variable statistics of Amount of credit (edf4f006a9) INFO [2025-04-07 10:26:40] Getting variable descriptions of Birthdate (eb95542ec1) INFO [2025-04-07 10:26:40] Calculating variable counts of Birthdate (056f1ee2e0) INFO [2025-04-07 10:26:40] Calculating variable statistics of Birthdate (edf4f006a9) INFO [2025-04-07 10:26:40] Getting variable descriptions of Credit worthy? (eb95542ec1) INFO [2025-04-07 10:26:40] Calculating variable counts of Credit worthy? (056f1ee2e0) INFO [2025-04-07 10:26:40] Calculating variable statistics of Credit worthy? (edf4f006a9) INFO [2025-04-07 10:26:40] Getting variable descriptions of Current bank balance (eb95542ec1) INFO [2025-04-07 10:26:40] Calculating variable counts of Current bank balance (056f1ee2e0) INFO [2025-04-07 10:26:40] Calculating variable statistics of Current bank balance (edf4f006a9) INFO [2025-04-07 10:26:40] Getting variable descriptions of Date of contact (eb95542ec1) INFO [2025-04-07 10:26:40] Calculating variable counts of Date of contact (056f1ee2e0) INFO [2025-04-07 10:26:40] Calculating variable statistics of Date of contact (edf4f006a9) INFO [2025-04-07 10:26:40] Getting variable descriptions of Forename (eb95542ec1) INFO [2025-04-07 10:26:40] Calculating variable counts of Forename (056f1ee2e0) INFO [2025-04-07 10:26:40] Calculating variable statistics of Forename (edf4f006a9) INFO [2025-04-07 10:26:40] Getting variable descriptions of Income (eb95542ec1) INFO [2025-04-07 10:26:40] Calculating variable counts of Income (056f1ee2e0) INFO [2025-04-07 10:26:40] Calculating variable statistics of Income (edf4f006a9) INFO [2025-04-07 10:26:40] Getting variable descriptions of Job (eb95542ec1) INFO [2025-04-07 10:26:40] Calculating variable counts of Job (056f1ee2e0) INFO [2025-04-07 10:26:40] Calculating variable statistics of Job (edf4f006a9) INFO [2025-04-07 10:26:40] Getting variable descriptions of Name (eb95542ec1) INFO [2025-04-07 10:26:40] Calculating variable counts of Name (056f1ee2e0) INFO [2025-04-07 10:26:40] Calculating variable statistics of Name (edf4f006a9) INFO [2025-04-07 10:26:40] Getting variable descriptions of Person ID (eb95542ec1) INFO [2025-04-07 10:26:40] Calculating variable counts of Person ID (056f1ee2e0) INFO [2025-04-07 10:26:40] Calculating variable statistics of Person ID (edf4f006a9) INFO [2025-04-07 10:26:40] Getting variable descriptions of Sex (eb95542ec1) INFO [2025-04-07 10:26:40] Calculating variable counts of Sex (056f1ee2e0) INFO [2025-04-07 10:26:40] Calculating variable statistics of Sex (edf4f006a9) INFO [2025-04-07 10:26:41] Performing value conformance check for 'Age in years' (5d061425eb) INFO [2025-04-07 10:26:41] Analyzing variable 'Age in years' with type 'integer' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:41] Analyzing variable 'Age in years' with type 'integer' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:41] Age in years from target_data : result_max > range$max (44264e3a64) INFO [2025-04-07 10:26:41] Performing value conformance check for 'Amount of credit' (5d061425eb) INFO [2025-04-07 10:26:41] Analyzing variable 'Amount of credit' with type 'integer' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:41] Analyzing variable 'Amount of credit' with type 'integer' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:41] Performing value conformance check for 'Birthdate' (5d061425eb) INFO [2025-04-07 10:26:41] Analyzing variable 'Birthdate' with type 'datetime' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:41] Birthdate from source_data : result_min < datetime$min (21abaa38e2) INFO [2025-04-07 10:26:41] Birthdate from source_data : result_max > datetime$max (44264e8a64) INFO [2025-04-07 10:26:41] Analyzing variable 'Birthdate' with type 'datetime' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:41] Birthdate from target_data : result_min < datetime$min (21abaa38e2) INFO [2025-04-07 10:26:41] Birthdate from target_data : result_max > datetime$max (44264e8a64) INFO [2025-04-07 10:26:41] Performing value conformance check for 'Credit worthy?' (5d061425eb) INFO [2025-04-07 10:26:41] Analyzing variable 'Credit worthy?' with type 'enumerated' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:41] Analyzing variable 'Credit worthy?' with type 'enumerated' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:41] Performing value conformance check for 'Current bank balance' (5d061425eb) INFO [2025-04-07 10:26:41] Analyzing variable 'Current bank balance' with type 'integer' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:41] Current bank balance from source_data : result_min < range$min (21abaa37e2) INFO [2025-04-07 10:26:41] Analyzing variable 'Current bank balance' with type 'integer' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:41] Current bank balance from target_data : result_min < range$min (21abaa37e2) INFO [2025-04-07 10:26:41] Performing value conformance check for 'Date of contact' (5d061425eb) INFO [2025-04-07 10:26:41] Analyzing variable 'Date of contact' with type 'datetime' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:41] Date of contact from source_data : result_min < datetime$min (21abaa38e2) INFO [2025-04-07 10:26:41] Analyzing variable 'Date of contact' with type 'datetime' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:41] Date of contact from target_data : result_min < datetime$min (21abaa38e2) INFO [2025-04-07 10:26:41] Performing value conformance check for 'Forename' (5d061425eb) INFO [2025-04-07 10:26:41] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Forename' (key = 'dqa_example_data_01.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:41] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Forename' (key = 'dqa_example_data_02.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:41] Performing value conformance check for 'Income' (5d061425eb) INFO [2025-04-07 10:26:41] Analyzing variable 'Income' with type 'integer' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:41] Analyzing variable 'Income' with type 'integer' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:41] Income from target_data : result_min < range$min (21abaa37e2) INFO [2025-04-07 10:26:41] Performing value conformance check for 'Job' (5d061425eb) INFO [2025-04-07 10:26:41] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Job' (key = 'dqa_example_data_01.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:41] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Job' (key = 'dqa_example_data_02.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:41] Performing value conformance check for 'Name' (5d061425eb) INFO [2025-04-07 10:26:41] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Name' (key = 'dqa_example_data_01.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:41] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Name' (key = 'dqa_example_data_02.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:41] Performing value conformance check for 'Person ID' (5d061425eb) INFO [2025-04-07 10:26:41] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Person ID' (key = 'dqa_example_data_01.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:41] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Person ID' (key = 'dqa_example_data_02.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:41] Performing value conformance check for 'Sex' (5d061425eb) INFO [2025-04-07 10:26:41] Analyzing variable 'Sex' with type 'enumerated' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:41] Analyzing variable 'Sex' with type 'enumerated' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:41] Found the path to the csv files in the environment: 'D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data (d45dad8b72) INFO [2025-04-07 10:26:41] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_01.csv (208282630a) INFO [2025-04-07 10:26:41] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_02.csv (208282630a) INFO [2025-04-07 10:26:41] Reading dqa_example_data_01.csv from CSV. (73c0aae8d4) INFO [2025-04-07 10:26:41] Getting dqa_example_data_01.csv (81ba7f702f) INFO [2025-04-07 10:26:41] Transforming source variable types dqa_example_data_01.csv (776ba03cbf) INFO [2025-04-07 10:26:41] Found the path to the csv files in the environment: 'D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data (d45dad8b72) INFO [2025-04-07 10:26:41] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_01.csv (208282630a) INFO [2025-04-07 10:26:41] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_02.csv (208282630a) INFO [2025-04-07 10:26:41] Reading dqa_example_data_02.csv from CSV. (73c0aae8d4) INFO [2025-04-07 10:26:41] Getting dqa_example_data_02.csv (81ba7f702f) INFO [2025-04-07 10:26:41] Transforming source variable types dqa_example_data_02.csv (776ba03cbf) INFO [2025-04-07 10:26:41] Getting variable descriptions of Age in years (eb95542ec1) INFO [2025-04-07 10:26:41] Calculating variable counts of Age in years (056f1ee2e0) INFO [2025-04-07 10:26:41] Calculating variable statistics of Age in years (edf4f006a9) INFO [2025-04-07 10:26:41] Getting variable descriptions of Amount of credit (eb95542ec1) INFO [2025-04-07 10:26:41] Calculating variable counts of Amount of credit (056f1ee2e0) INFO [2025-04-07 10:26:41] Calculating variable statistics of Amount of credit (edf4f006a9) INFO [2025-04-07 10:26:41] Getting variable descriptions of Birthdate (eb95542ec1) INFO [2025-04-07 10:26:41] Calculating variable counts of Birthdate (056f1ee2e0) INFO [2025-04-07 10:26:41] Calculating variable statistics of Birthdate (edf4f006a9) INFO [2025-04-07 10:26:42] Getting variable descriptions of Credit worthy? (eb95542ec1) INFO [2025-04-07 10:26:42] Calculating variable counts of Credit worthy? (056f1ee2e0) INFO [2025-04-07 10:26:42] Calculating variable statistics of Credit worthy? (edf4f006a9) INFO [2025-04-07 10:26:42] Getting variable descriptions of Current bank balance (eb95542ec1) INFO [2025-04-07 10:26:42] Calculating variable counts of Current bank balance (056f1ee2e0) INFO [2025-04-07 10:26:42] Calculating variable statistics of Current bank balance (edf4f006a9) INFO [2025-04-07 10:26:42] Getting variable descriptions of Date of contact (eb95542ec1) INFO [2025-04-07 10:26:42] Calculating variable counts of Date of contact (056f1ee2e0) INFO [2025-04-07 10:26:42] Calculating variable statistics of Date of contact (edf4f006a9) INFO [2025-04-07 10:26:42] Getting variable descriptions of Forename (eb95542ec1) INFO [2025-04-07 10:26:42] Calculating variable counts of Forename (056f1ee2e0) INFO [2025-04-07 10:26:42] Calculating variable statistics of Forename (edf4f006a9) INFO [2025-04-07 10:26:42] Getting variable descriptions of Income (eb95542ec1) INFO [2025-04-07 10:26:42] Calculating variable counts of Income (056f1ee2e0) INFO [2025-04-07 10:26:42] Calculating variable statistics of Income (edf4f006a9) INFO [2025-04-07 10:26:42] Getting variable descriptions of Job (eb95542ec1) INFO [2025-04-07 10:26:42] Calculating variable counts of Job (056f1ee2e0) INFO [2025-04-07 10:26:42] Calculating variable statistics of Job (edf4f006a9) INFO [2025-04-07 10:26:42] Getting variable descriptions of Name (eb95542ec1) INFO [2025-04-07 10:26:42] Calculating variable counts of Name (056f1ee2e0) INFO [2025-04-07 10:26:42] Calculating variable statistics of Name (edf4f006a9) INFO [2025-04-07 10:26:42] Getting variable descriptions of Person ID (eb95542ec1) INFO [2025-04-07 10:26:42] Calculating variable counts of Person ID (056f1ee2e0) INFO [2025-04-07 10:26:42] Calculating variable statistics of Person ID (edf4f006a9) INFO [2025-04-07 10:26:42] Getting variable descriptions of Sex (eb95542ec1) INFO [2025-04-07 10:26:42] Calculating variable counts of Sex (056f1ee2e0) INFO [2025-04-07 10:26:42] Calculating variable statistics of Sex (edf4f006a9) INFO [2025-04-07 10:26:42] Performing value conformance check for 'Age in years' (5d061425eb) INFO [2025-04-07 10:26:42] Analyzing variable 'Age in years' with type 'integer' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:42] Analyzing variable 'Age in years' with type 'integer' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:42] Age in years from target_data : result_max > range$max (44264e3a64) INFO [2025-04-07 10:26:42] Performing value conformance check for 'Amount of credit' (5d061425eb) INFO [2025-04-07 10:26:42] Analyzing variable 'Amount of credit' with type 'integer' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:42] Analyzing variable 'Amount of credit' with type 'integer' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:42] Performing value conformance check for 'Birthdate' (5d061425eb) INFO [2025-04-07 10:26:42] Analyzing variable 'Birthdate' with type 'datetime' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:42] Birthdate from source_data : result_min < datetime$min (21abaa38e2) INFO [2025-04-07 10:26:42] Birthdate from source_data : result_max > datetime$max (44264e8a64) INFO [2025-04-07 10:26:42] Analyzing variable 'Birthdate' with type 'datetime' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:42] Birthdate from target_data : result_min < datetime$min (21abaa38e2) INFO [2025-04-07 10:26:42] Birthdate from target_data : result_max > datetime$max (44264e8a64) INFO [2025-04-07 10:26:42] Performing value conformance check for 'Credit worthy?' (5d061425eb) INFO [2025-04-07 10:26:42] Analyzing variable 'Credit worthy?' with type 'enumerated' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:42] Analyzing variable 'Credit worthy?' with type 'enumerated' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:42] Performing value conformance check for 'Current bank balance' (5d061425eb) INFO [2025-04-07 10:26:42] Analyzing variable 'Current bank balance' with type 'integer' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:42] Current bank balance from source_data : result_min < range$min (21abaa37e2) INFO [2025-04-07 10:26:42] Analyzing variable 'Current bank balance' with type 'integer' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:42] Current bank balance from target_data : result_min < range$min (21abaa37e2) INFO [2025-04-07 10:26:42] Performing value conformance check for 'Date of contact' (5d061425eb) INFO [2025-04-07 10:26:42] Analyzing variable 'Date of contact' with type 'datetime' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:42] Date of contact from source_data : result_min < datetime$min (21abaa38e2) INFO [2025-04-07 10:26:42] Analyzing variable 'Date of contact' with type 'datetime' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:42] Date of contact from target_data : result_min < datetime$min (21abaa38e2) INFO [2025-04-07 10:26:42] Performing value conformance check for 'Forename' (5d061425eb) INFO [2025-04-07 10:26:42] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Forename' (key = 'dqa_example_data_01.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:42] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Forename' (key = 'dqa_example_data_02.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:42] Performing value conformance check for 'Income' (5d061425eb) INFO [2025-04-07 10:26:42] Analyzing variable 'Income' with type 'integer' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:42] Analyzing variable 'Income' with type 'integer' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:42] Income from target_data : result_min < range$min (21abaa37e2) INFO [2025-04-07 10:26:42] Performing value conformance check for 'Job' (5d061425eb) INFO [2025-04-07 10:26:43] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Job' (key = 'dqa_example_data_01.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:43] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Job' (key = 'dqa_example_data_02.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:43] Performing value conformance check for 'Name' (5d061425eb) INFO [2025-04-07 10:26:43] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Name' (key = 'dqa_example_data_01.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:43] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Name' (key = 'dqa_example_data_02.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:43] Performing value conformance check for 'Person ID' (5d061425eb) INFO [2025-04-07 10:26:43] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Person ID' (key = 'dqa_example_data_01.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:43] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Person ID' (key = 'dqa_example_data_02.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:43] Performing value conformance check for 'Sex' (5d061425eb) INFO [2025-04-07 10:26:43] Analyzing variable 'Sex' with type 'enumerated' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:43] Analyzing variable 'Sex' with type 'enumerated' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:43] Found the path to the csv files in the environment: 'D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data (d45dad8b72) INFO [2025-04-07 10:26:43] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_01.csv (208282630a) INFO [2025-04-07 10:26:43] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_02.csv (208282630a) INFO [2025-04-07 10:26:43] Reading dqa_example_data_01.csv from CSV. (73c0aae8d4) INFO [2025-04-07 10:26:43] Getting dqa_example_data_01.csv (81ba7f702f) INFO [2025-04-07 10:26:43] Transforming source variable types dqa_example_data_01.csv (776ba03cbf) INFO [2025-04-07 10:26:43] Found the path to the csv files in the environment: 'D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data (d45dad8b72) INFO [2025-04-07 10:26:43] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_01.csv (208282630a) INFO [2025-04-07 10:26:43] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_02.csv (208282630a) INFO [2025-04-07 10:26:43] Reading dqa_example_data_02.csv from CSV. (73c0aae8d4) INFO [2025-04-07 10:26:43] Getting dqa_example_data_02.csv (81ba7f702f) INFO [2025-04-07 10:26:43] Transforming source variable types dqa_example_data_02.csv (776ba03cbf) INFO [2025-04-07 10:26:43] Getting atemporal plausibility Pl.atemporal.Item01 (0c70327436) INFO [2025-04-07 10:26:43] Getting variable descriptions of Age in years (eb95542ec1) INFO [2025-04-07 10:26:43] Calculating variable counts of Age in years (056f1ee2e0) INFO [2025-04-07 10:26:43] Calculating variable statistics of Age in years (edf4f006a9) INFO [2025-04-07 10:26:43] Getting variable descriptions of Amount of credit (eb95542ec1) INFO [2025-04-07 10:26:43] Calculating variable counts of Amount of credit (056f1ee2e0) INFO [2025-04-07 10:26:44] Calculating variable statistics of Amount of credit (edf4f006a9) INFO [2025-04-07 10:26:44] Getting variable descriptions of Birthdate (eb95542ec1) INFO [2025-04-07 10:26:44] Calculating variable counts of Birthdate (056f1ee2e0) INFO [2025-04-07 10:26:44] Calculating variable statistics of Birthdate (edf4f006a9) INFO [2025-04-07 10:26:44] Getting variable descriptions of Credit worthy? (eb95542ec1) INFO [2025-04-07 10:26:44] Calculating variable counts of Credit worthy? (056f1ee2e0) INFO [2025-04-07 10:26:44] Calculating variable statistics of Credit worthy? (edf4f006a9) INFO [2025-04-07 10:26:44] Getting variable descriptions of Current bank balance (eb95542ec1) INFO [2025-04-07 10:26:44] Calculating variable counts of Current bank balance (056f1ee2e0) INFO [2025-04-07 10:26:44] Calculating variable statistics of Current bank balance (edf4f006a9) INFO [2025-04-07 10:26:44] Getting variable descriptions of Date of contact (eb95542ec1) INFO [2025-04-07 10:26:44] Calculating variable counts of Date of contact (056f1ee2e0) INFO [2025-04-07 10:26:44] Calculating variable statistics of Date of contact (edf4f006a9) INFO [2025-04-07 10:26:44] Getting variable descriptions of Forename (eb95542ec1) INFO [2025-04-07 10:26:44] Calculating variable counts of Forename (056f1ee2e0) INFO [2025-04-07 10:26:44] Calculating variable statistics of Forename (edf4f006a9) INFO [2025-04-07 10:26:44] Getting variable descriptions of Income (eb95542ec1) INFO [2025-04-07 10:26:44] Calculating variable counts of Income (056f1ee2e0) INFO [2025-04-07 10:26:44] Calculating variable statistics of Income (edf4f006a9) INFO [2025-04-07 10:26:44] Getting variable descriptions of Job (eb95542ec1) INFO [2025-04-07 10:26:44] Calculating variable counts of Job (056f1ee2e0) INFO [2025-04-07 10:26:44] Calculating variable statistics of Job (edf4f006a9) INFO [2025-04-07 10:26:44] Getting variable descriptions of Name (eb95542ec1) INFO [2025-04-07 10:26:44] Calculating variable counts of Name (056f1ee2e0) INFO [2025-04-07 10:26:44] Calculating variable statistics of Name (edf4f006a9) INFO [2025-04-07 10:26:44] Getting variable descriptions of Person ID (eb95542ec1) INFO [2025-04-07 10:26:44] Calculating variable counts of Person ID (056f1ee2e0) INFO [2025-04-07 10:26:44] Calculating variable statistics of Person ID (edf4f006a9) INFO [2025-04-07 10:26:44] Getting variable descriptions of Sex (eb95542ec1) INFO [2025-04-07 10:26:44] Calculating variable counts of Sex (056f1ee2e0) INFO [2025-04-07 10:26:44] Calculating variable statistics of Sex (edf4f006a9) INFO [2025-04-07 10:26:44] Found the path to the csv files in the environment: 'D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data (d45dad8b72) INFO [2025-04-07 10:26:44] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_01.csv (208282630a) INFO [2025-04-07 10:26:44] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_02.csv (208282630a) INFO [2025-04-07 10:26:44] Reading dqa_example_data_01.csv from CSV. (73c0aae8d4) INFO [2025-04-07 10:26:44] Getting dqa_example_data_01.csv (81ba7f702f) INFO [2025-04-07 10:26:44] Transforming source variable types dqa_example_data_01.csv (776ba03cbf) INFO [2025-04-07 10:26:44] Found the path to the csv files in the environment: 'D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data (d45dad8b72) INFO [2025-04-07 10:26:44] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_01.csv (208282630a) INFO [2025-04-07 10:26:44] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_02.csv (208282630a) INFO [2025-04-07 10:26:44] Reading dqa_example_data_02.csv from CSV. (73c0aae8d4) INFO [2025-04-07 10:26:44] Getting dqa_example_data_02.csv (81ba7f702f) INFO [2025-04-07 10:26:44] Transforming source variable types dqa_example_data_02.csv (776ba03cbf) INFO [2025-04-07 10:26:45] Getting atemporal plausibility Pl.atemporal.Item01 (0c70327436) INFO [2025-04-07 10:26:45] Getting variable descriptions of Age in years (eb95542ec1) INFO [2025-04-07 10:26:45] Calculating variable counts of Age in years (056f1ee2e0) INFO [2025-04-07 10:26:45] Calculating variable statistics of Age in years (edf4f006a9) INFO [2025-04-07 10:26:45] Getting variable descriptions of Amount of credit (eb95542ec1) INFO [2025-04-07 10:26:45] Calculating variable counts of Amount of credit (056f1ee2e0) INFO [2025-04-07 10:26:45] Calculating variable statistics of Amount of credit (edf4f006a9) INFO [2025-04-07 10:26:45] Getting variable descriptions of Birthdate (eb95542ec1) INFO [2025-04-07 10:26:45] Calculating variable counts of Birthdate (056f1ee2e0) INFO [2025-04-07 10:26:45] Calculating variable statistics of Birthdate (edf4f006a9) INFO [2025-04-07 10:26:45] Getting variable descriptions of Credit worthy? (eb95542ec1) INFO [2025-04-07 10:26:45] Calculating variable counts of Credit worthy? (056f1ee2e0) INFO [2025-04-07 10:26:45] Calculating variable statistics of Credit worthy? (edf4f006a9) INFO [2025-04-07 10:26:45] Getting variable descriptions of Current bank balance (eb95542ec1) INFO [2025-04-07 10:26:45] Calculating variable counts of Current bank balance (056f1ee2e0) INFO [2025-04-07 10:26:45] Calculating variable statistics of Current bank balance (edf4f006a9) INFO [2025-04-07 10:26:45] Getting variable descriptions of Date of contact (eb95542ec1) INFO [2025-04-07 10:26:45] Calculating variable counts of Date of contact (056f1ee2e0) INFO [2025-04-07 10:26:45] Calculating variable statistics of Date of contact (edf4f006a9) INFO [2025-04-07 10:26:45] Getting variable descriptions of Forename (eb95542ec1) INFO [2025-04-07 10:26:45] Calculating variable counts of Forename (056f1ee2e0) INFO [2025-04-07 10:26:45] Calculating variable statistics of Forename (edf4f006a9) INFO [2025-04-07 10:26:45] Getting variable descriptions of Income (eb95542ec1) INFO [2025-04-07 10:26:45] Calculating variable counts of Income (056f1ee2e0) INFO [2025-04-07 10:26:45] Calculating variable statistics of Income (edf4f006a9) INFO [2025-04-07 10:26:45] Getting variable descriptions of Job (eb95542ec1) INFO [2025-04-07 10:26:45] Calculating variable counts of Job (056f1ee2e0) INFO [2025-04-07 10:26:45] Calculating variable statistics of Job (edf4f006a9) INFO [2025-04-07 10:26:45] Getting variable descriptions of Name (eb95542ec1) INFO [2025-04-07 10:26:45] Calculating variable counts of Name (056f1ee2e0) INFO [2025-04-07 10:26:45] Calculating variable statistics of Name (edf4f006a9) INFO [2025-04-07 10:26:45] Getting variable descriptions of Person ID (eb95542ec1) INFO [2025-04-07 10:26:45] Calculating variable counts of Person ID (056f1ee2e0) INFO [2025-04-07 10:26:45] Calculating variable statistics of Person ID (edf4f006a9) INFO [2025-04-07 10:26:45] Getting variable descriptions of Sex (eb95542ec1) INFO [2025-04-07 10:26:45] Calculating variable counts of Sex (056f1ee2e0) INFO [2025-04-07 10:26:45] Calculating variable statistics of Sex (edf4f006a9) INFO [2025-04-07 10:26:46] Performing missing analysis Age in years (7a28e87b30) INFO [2025-04-07 10:26:46] Performing missing analysis Amount of credit (7a28e87b30) INFO [2025-04-07 10:26:46] Performing missing analysis Birthdate (7a28e87b30) INFO [2025-04-07 10:26:46] Performing missing analysis Credit worthy? (7a28e87b30) INFO [2025-04-07 10:26:46] Performing missing analysis Current bank balance (7a28e87b30) INFO [2025-04-07 10:26:46] Performing missing analysis Date of contact (7a28e87b30) INFO [2025-04-07 10:26:46] Performing missing analysis Forename (7a28e87b30) INFO [2025-04-07 10:26:46] Performing missing analysis Income (7a28e87b30) INFO [2025-04-07 10:26:46] Performing missing analysis Job (7a28e87b30) INFO [2025-04-07 10:26:46] Performing missing analysis Name (7a28e87b30) INFO [2025-04-07 10:26:46] Performing missing analysis Person ID (7a28e87b30) INFO [2025-04-07 10:26:46] Performing missing analysis Sex (7a28e87b30) INFO [2025-04-07 10:26:46] Creating D:\temp\2025_04_07_10_25_17_7485\RtmpUxifZa/export/ (4f10124602) INFO [2025-04-07 10:26:46] Found the path to the csv files in the environment: 'D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data (d45dad8b72) INFO [2025-04-07 10:26:46] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_01.csv (208282630a) INFO [2025-04-07 10:26:46] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_02.csv (208282630a) INFO [2025-04-07 10:26:46] Reading dqa_example_data_01.csv from CSV. (73c0aae8d4) INFO [2025-04-07 10:26:46] Getting dqa_example_data_01.csv (81ba7f702f) INFO [2025-04-07 10:26:46] Transforming source variable types dqa_example_data_01.csv (776ba03cbf) INFO [2025-04-07 10:26:46] Found the path to the csv files in the environment: 'D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data (d45dad8b72) INFO [2025-04-07 10:26:46] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_01.csv (208282630a) INFO [2025-04-07 10:26:46] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_02.csv (208282630a) INFO [2025-04-07 10:26:46] Reading dqa_example_data_02.csv from CSV. (73c0aae8d4) INFO [2025-04-07 10:26:46] Getting dqa_example_data_02.csv (81ba7f702f) INFO [2025-04-07 10:26:46] Transforming source variable types dqa_example_data_02.csv (776ba03cbf) INFO [2025-04-07 10:26:46] Getting atemporal plausibility Pl.atemporal.Item01 (0c70327436) INFO [2025-04-07 10:26:47] Getting variable descriptions of Age in years (eb95542ec1) INFO [2025-04-07 10:26:47] Calculating variable counts of Age in years (056f1ee2e0) INFO [2025-04-07 10:26:47] Calculating variable statistics of Age in years (edf4f006a9) INFO [2025-04-07 10:26:47] Getting variable descriptions of Amount of credit (eb95542ec1) INFO [2025-04-07 10:26:47] Calculating variable counts of Amount of credit (056f1ee2e0) INFO [2025-04-07 10:26:47] Calculating variable statistics of Amount of credit (edf4f006a9) INFO [2025-04-07 10:26:47] Getting variable descriptions of Birthdate (eb95542ec1) INFO [2025-04-07 10:26:47] Calculating variable counts of Birthdate (056f1ee2e0) INFO [2025-04-07 10:26:47] Calculating variable statistics of Birthdate (edf4f006a9) INFO [2025-04-07 10:26:47] Getting variable descriptions of Credit worthy? (eb95542ec1) INFO [2025-04-07 10:26:47] Calculating variable counts of Credit worthy? (056f1ee2e0) INFO [2025-04-07 10:26:47] Calculating variable statistics of Credit worthy? (edf4f006a9) INFO [2025-04-07 10:26:47] Getting variable descriptions of Current bank balance (eb95542ec1) INFO [2025-04-07 10:26:47] Calculating variable counts of Current bank balance (056f1ee2e0) INFO [2025-04-07 10:26:47] Calculating variable statistics of Current bank balance (edf4f006a9) INFO [2025-04-07 10:26:47] Getting variable descriptions of Date of contact (eb95542ec1) INFO [2025-04-07 10:26:47] Calculating variable counts of Date of contact (056f1ee2e0) INFO [2025-04-07 10:26:47] Calculating variable statistics of Date of contact (edf4f006a9) INFO [2025-04-07 10:26:47] Getting variable descriptions of Forename (eb95542ec1) INFO [2025-04-07 10:26:47] Calculating variable counts of Forename (056f1ee2e0) INFO [2025-04-07 10:26:47] Calculating variable statistics of Forename (edf4f006a9) INFO [2025-04-07 10:26:47] Getting variable descriptions of Income (eb95542ec1) INFO [2025-04-07 10:26:47] Calculating variable counts of Income (056f1ee2e0) INFO [2025-04-07 10:26:47] Calculating variable statistics of Income (edf4f006a9) INFO [2025-04-07 10:26:47] Getting variable descriptions of Job (eb95542ec1) INFO [2025-04-07 10:26:47] Calculating variable counts of Job (056f1ee2e0) INFO [2025-04-07 10:26:47] Calculating variable statistics of Job (edf4f006a9) INFO [2025-04-07 10:26:47] Getting variable descriptions of Name (eb95542ec1) INFO [2025-04-07 10:26:47] Calculating variable counts of Name (056f1ee2e0) INFO [2025-04-07 10:26:47] Calculating variable statistics of Name (edf4f006a9) INFO [2025-04-07 10:26:47] Getting variable descriptions of Person ID (eb95542ec1) INFO [2025-04-07 10:26:47] Calculating variable counts of Person ID (056f1ee2e0) INFO [2025-04-07 10:26:47] Calculating variable statistics of Person ID (edf4f006a9) INFO [2025-04-07 10:26:47] Getting variable descriptions of Sex (eb95542ec1) INFO [2025-04-07 10:26:47] Calculating variable counts of Sex (056f1ee2e0) INFO [2025-04-07 10:26:47] Calculating variable statistics of Sex (edf4f006a9) INFO [2025-04-07 10:26:48] Getting plausibility descriptions of pl.atemporal.item01 (0888fa800d) INFO [2025-04-07 10:26:48] Calculating plausibility counts of pl.atemporal.item01 (0e918bd0fd) INFO [2025-04-07 10:26:48] Calculating plausibility statistics of pl.atemporal.item01 (cf90f11533) INFO [2025-04-07 10:26:48] Getting uniqueness plausibility Pl.uniqueness.Item01 (e4fe49cd9e) Version of 'DIZtools': 1.0.2 Version of 'DIZutils': 0.1.3 Version of 'DQAstats': 0.3.9 INFO [2025-04-07 10:26:48] No time contstraints will be applied to input data. Either `restricting_date_start` or `restricting_date_end` was null. (08b1a85c61) INFO [2025-04-07 10:26:48] Don't checking the time filtering columns because time filtering is not necessarry. (`rv$restricting_date$use_it` is not TRUE). (feec24b71b) INFO [2025-04-07 10:26:48] Found the path to the csv files in the environment: 'D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data (d45dad8b72) INFO [2025-04-07 10:26:48] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_01.csv (208282630a) INFO [2025-04-07 10:26:48] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_02.csv (208282630a) INFO [2025-04-07 10:26:48] Reading dqa_example_data_01.csv from CSV. (73c0aae8d4) INFO [2025-04-07 10:26:48] Getting dqa_example_data_01.csv (81ba7f702f) INFO [2025-04-07 10:26:48] Transforming source variable types dqa_example_data_01.csv (776ba03cbf) INFO [2025-04-07 10:26:49] Found the path to the csv files in the environment: 'D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data (d45dad8b72) INFO [2025-04-07 10:26:49] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_01.csv (208282630a) INFO [2025-04-07 10:26:49] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_02.csv (208282630a) INFO [2025-04-07 10:26:49] Reading dqa_example_data_02.csv from CSV. (73c0aae8d4) INFO [2025-04-07 10:26:49] Getting dqa_example_data_02.csv (81ba7f702f) INFO [2025-04-07 10:26:49] Transforming source variable types dqa_example_data_02.csv (776ba03cbf) INFO [2025-04-07 10:26:49] Start the time_compare (tc5a1dwezt) INFO [2025-04-07 10:26:49] Start comparing timestamps of: dqa_example_data_01.csv (tcst1dwe12) INFO [2025-04-07 10:26:49] End of time-compare (tcen1dwe67) INFO [2025-04-07 10:26:49] Getting atemporal plausibility Pl.atemporal.Item01 (0c70327436) INFO [2025-04-07 10:26:49] Getting variable descriptions of Age in years (eb95542ec1) INFO [2025-04-07 10:26:49] Calculating variable counts of Age in years (056f1ee2e0) INFO [2025-04-07 10:26:49] Calculating variable statistics of Age in years (edf4f006a9) INFO [2025-04-07 10:26:49] Getting variable descriptions of Amount of credit (eb95542ec1) INFO [2025-04-07 10:26:49] Calculating variable counts of Amount of credit (056f1ee2e0) INFO [2025-04-07 10:26:49] Calculating variable statistics of Amount of credit (edf4f006a9) INFO [2025-04-07 10:26:49] Getting variable descriptions of Birthdate (eb95542ec1) INFO [2025-04-07 10:26:49] Calculating variable counts of Birthdate (056f1ee2e0) INFO [2025-04-07 10:26:49] Calculating variable statistics of Birthdate (edf4f006a9) INFO [2025-04-07 10:26:49] Getting variable descriptions of Credit worthy? (eb95542ec1) INFO [2025-04-07 10:26:49] Calculating variable counts of Credit worthy? (056f1ee2e0) INFO [2025-04-07 10:26:50] Calculating variable statistics of Credit worthy? (edf4f006a9) INFO [2025-04-07 10:26:50] Getting variable descriptions of Current bank balance (eb95542ec1) INFO [2025-04-07 10:26:50] Calculating variable counts of Current bank balance (056f1ee2e0) INFO [2025-04-07 10:26:50] Calculating variable statistics of Current bank balance (edf4f006a9) INFO [2025-04-07 10:26:50] Getting variable descriptions of Date of contact (eb95542ec1) INFO [2025-04-07 10:26:50] Calculating variable counts of Date of contact (056f1ee2e0) INFO [2025-04-07 10:26:50] Calculating variable statistics of Date of contact (edf4f006a9) INFO [2025-04-07 10:26:50] Getting variable descriptions of Forename (eb95542ec1) INFO [2025-04-07 10:26:50] Calculating variable counts of Forename (056f1ee2e0) INFO [2025-04-07 10:26:50] Calculating variable statistics of Forename (edf4f006a9) INFO [2025-04-07 10:26:50] Getting variable descriptions of Income (eb95542ec1) INFO [2025-04-07 10:26:50] Calculating variable counts of Income (056f1ee2e0) INFO [2025-04-07 10:26:50] Calculating variable statistics of Income (edf4f006a9) INFO [2025-04-07 10:26:50] Getting variable descriptions of Job (eb95542ec1) INFO [2025-04-07 10:26:50] Calculating variable counts of Job (056f1ee2e0) INFO [2025-04-07 10:26:50] Calculating variable statistics of Job (edf4f006a9) INFO [2025-04-07 10:26:50] Getting variable descriptions of Name (eb95542ec1) INFO [2025-04-07 10:26:50] Calculating variable counts of Name (056f1ee2e0) INFO [2025-04-07 10:26:50] Calculating variable statistics of Name (edf4f006a9) INFO [2025-04-07 10:26:50] Getting variable descriptions of Person ID (eb95542ec1) INFO [2025-04-07 10:26:50] Calculating variable counts of Person ID (056f1ee2e0) INFO [2025-04-07 10:26:50] Calculating variable statistics of Person ID (edf4f006a9) INFO [2025-04-07 10:26:50] Getting variable descriptions of Sex (eb95542ec1) INFO [2025-04-07 10:26:50] Calculating variable counts of Sex (056f1ee2e0) INFO [2025-04-07 10:26:50] Calculating variable statistics of Sex (edf4f006a9) INFO [2025-04-07 10:26:50] Getting plausibility descriptions of pl.atemporal.item01 (0888fa800d) INFO [2025-04-07 10:26:50] Calculating plausibility counts of pl.atemporal.item01 (0e918bd0fd) INFO [2025-04-07 10:26:50] Calculating plausibility statistics of pl.atemporal.item01 (cf90f11533) INFO [2025-04-07 10:26:50] Getting uniqueness plausibility Pl.uniqueness.Item01 (e4fe49cd9e) INFO [2025-04-07 10:26:51] Performing value conformance check for 'Age in years' (5d061425eb) INFO [2025-04-07 10:26:51] Analyzing variable 'Age in years' with type 'integer' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:51] Analyzing variable 'Age in years' with type 'integer' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:51] Age in years from target_data : result_max > range$max (44264e3a64) INFO [2025-04-07 10:26:51] Performing value conformance check for 'Amount of credit' (5d061425eb) INFO [2025-04-07 10:26:51] Analyzing variable 'Amount of credit' with type 'integer' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:51] Analyzing variable 'Amount of credit' with type 'integer' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:51] Performing value conformance check for 'Birthdate' (5d061425eb) INFO [2025-04-07 10:26:51] Analyzing variable 'Birthdate' with type 'datetime' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:51] Birthdate from source_data : result_min < datetime$min (21abaa38e2) INFO [2025-04-07 10:26:51] Birthdate from source_data : result_max > datetime$max (44264e8a64) INFO [2025-04-07 10:26:51] Analyzing variable 'Birthdate' with type 'datetime' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:51] Birthdate from target_data : result_min < datetime$min (21abaa38e2) INFO [2025-04-07 10:26:51] Birthdate from target_data : result_max > datetime$max (44264e8a64) INFO [2025-04-07 10:26:51] Performing value conformance check for 'Credit worthy?' (5d061425eb) INFO [2025-04-07 10:26:51] Analyzing variable 'Credit worthy?' with type 'enumerated' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:51] Analyzing variable 'Credit worthy?' with type 'enumerated' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:51] Performing value conformance check for 'Current bank balance' (5d061425eb) INFO [2025-04-07 10:26:51] Analyzing variable 'Current bank balance' with type 'integer' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:51] Current bank balance from source_data : result_min < range$min (21abaa37e2) INFO [2025-04-07 10:26:51] Analyzing variable 'Current bank balance' with type 'integer' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:51] Current bank balance from target_data : result_min < range$min (21abaa37e2) INFO [2025-04-07 10:26:51] Performing value conformance check for 'Date of contact' (5d061425eb) INFO [2025-04-07 10:26:51] Analyzing variable 'Date of contact' with type 'datetime' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:51] Date of contact from source_data : result_min < datetime$min (21abaa38e2) INFO [2025-04-07 10:26:51] Analyzing variable 'Date of contact' with type 'datetime' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:51] Date of contact from target_data : result_min < datetime$min (21abaa38e2) INFO [2025-04-07 10:26:51] Performing value conformance check for 'Forename' (5d061425eb) INFO [2025-04-07 10:26:51] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Forename' (key = 'dqa_example_data_01.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:51] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Forename' (key = 'dqa_example_data_02.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:51] Performing value conformance check for 'Income' (5d061425eb) INFO [2025-04-07 10:26:51] Analyzing variable 'Income' with type 'integer' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:51] Analyzing variable 'Income' with type 'integer' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:51] Income from target_data : result_min < range$min (21abaa37e2) INFO [2025-04-07 10:26:51] Performing value conformance check for 'Job' (5d061425eb) INFO [2025-04-07 10:26:51] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Job' (key = 'dqa_example_data_01.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:51] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Job' (key = 'dqa_example_data_02.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:51] Performing value conformance check for 'Name' (5d061425eb) INFO [2025-04-07 10:26:51] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Name' (key = 'dqa_example_data_01.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:51] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Name' (key = 'dqa_example_data_02.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:51] Performing value conformance check for 'Person ID' (5d061425eb) INFO [2025-04-07 10:26:51] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Person ID' (key = 'dqa_example_data_01.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:51] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Person ID' (key = 'dqa_example_data_02.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:51] Performing value conformance check for 'Sex' (5d061425eb) INFO [2025-04-07 10:26:51] Analyzing variable 'Sex' with type 'enumerated' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:51] Analyzing variable 'Sex' with type 'enumerated' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:52] Performing value conformance check for 'pl.atemporal.item01' (5d061425eb) INFO [2025-04-07 10:26:52] Analyzing variable 'pl.atemporal.item01' with type 'enumerated' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:52] Analyzing variable 'pl.atemporal.item01' with type 'enumerated' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:52] Performing missing analysis Age in years (7a28e87b30) INFO [2025-04-07 10:26:52] Performing missing analysis Amount of credit (7a28e87b30) INFO [2025-04-07 10:26:52] Performing missing analysis Birthdate (7a28e87b30) INFO [2025-04-07 10:26:52] Performing missing analysis Credit worthy? (7a28e87b30) INFO [2025-04-07 10:26:52] Performing missing analysis Current bank balance (7a28e87b30) INFO [2025-04-07 10:26:52] Performing missing analysis Date of contact (7a28e87b30) INFO [2025-04-07 10:26:52] Performing missing analysis Forename (7a28e87b30) INFO [2025-04-07 10:26:52] Performing missing analysis Income (7a28e87b30) INFO [2025-04-07 10:26:52] Performing missing analysis Job (7a28e87b30) INFO [2025-04-07 10:26:52] Performing missing analysis Name (7a28e87b30) INFO [2025-04-07 10:26:52] Performing missing analysis Person ID (7a28e87b30) INFO [2025-04-07 10:26:52] Performing missing analysis Sex (7a28e87b30) INFO [2025-04-07 10:26:52] Creating D:\temp\2025_04_07_10_25_17_7485\RtmpUxifZa\output\/export/ (4f10124602) INFO [2025-04-07 10:26:52] Creating report (aa5c87f7da) ERROR [2025-04-07 10:26:52] Something went wrong with tinytex. Is it installed correctly? Try reinstalling it by running `remotes::update_packages('tinytex', upgrade = 'always')` and `tinytex::install_tinytex()` !!! DQAstats is not able to render the PDF report !!! (e50d001ed4) Time difference of 0.06666667 mins INFO [2025-04-07 10:26:52] Found the path to the csv files in the environment: 'D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data (d45dad8b72) INFO [2025-04-07 10:26:52] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_01.csv (208282630a) INFO [2025-04-07 10:26:52] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_02.csv (208282630a) INFO [2025-04-07 10:26:52] Reading dqa_example_data_01.csv from CSV. (73c0aae8d4) INFO [2025-04-07 10:26:52] Getting dqa_example_data_01.csv (81ba7f702f) INFO [2025-04-07 10:26:52] Transforming source variable types dqa_example_data_01.csv (776ba03cbf) INFO [2025-04-07 10:26:52] Found the path to the csv files in the environment: 'D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data (d45dad8b72) INFO [2025-04-07 10:26:52] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_01.csv (208282630a) INFO [2025-04-07 10:26:52] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_02.csv (208282630a) INFO [2025-04-07 10:26:52] Reading dqa_example_data_02.csv from CSV. (73c0aae8d4) INFO [2025-04-07 10:26:52] Getting dqa_example_data_02.csv (81ba7f702f) INFO [2025-04-07 10:26:52] Transforming source variable types dqa_example_data_02.csv (776ba03cbf) INFO [2025-04-07 10:26:52] Getting atemporal plausibility Pl.atemporal.Item01 (0c70327436) INFO [2025-04-07 10:26:53] Getting variable descriptions of Age in years (eb95542ec1) INFO [2025-04-07 10:26:53] Calculating variable counts of Age in years (056f1ee2e0) INFO [2025-04-07 10:26:53] Calculating variable statistics of Age in years (edf4f006a9) INFO [2025-04-07 10:26:53] Getting variable descriptions of Amount of credit (eb95542ec1) INFO [2025-04-07 10:26:53] Calculating variable counts of Amount of credit (056f1ee2e0) INFO [2025-04-07 10:26:53] Calculating variable statistics of Amount of credit (edf4f006a9) INFO [2025-04-07 10:26:53] Getting variable descriptions of Birthdate (eb95542ec1) INFO [2025-04-07 10:26:53] Calculating variable counts of Birthdate (056f1ee2e0) INFO [2025-04-07 10:26:53] Calculating variable statistics of Birthdate (edf4f006a9) INFO [2025-04-07 10:26:53] Getting variable descriptions of Credit worthy? (eb95542ec1) INFO [2025-04-07 10:26:53] Calculating variable counts of Credit worthy? (056f1ee2e0) INFO [2025-04-07 10:26:53] Calculating variable statistics of Credit worthy? (edf4f006a9) INFO [2025-04-07 10:26:53] Getting variable descriptions of Current bank balance (eb95542ec1) INFO [2025-04-07 10:26:53] Calculating variable counts of Current bank balance (056f1ee2e0) INFO [2025-04-07 10:26:53] Calculating variable statistics of Current bank balance (edf4f006a9) INFO [2025-04-07 10:26:53] Getting variable descriptions of Date of contact (eb95542ec1) INFO [2025-04-07 10:26:53] Calculating variable counts of Date of contact (056f1ee2e0) INFO [2025-04-07 10:26:53] Calculating variable statistics of Date of contact (edf4f006a9) INFO [2025-04-07 10:26:53] Getting variable descriptions of Forename (eb95542ec1) INFO [2025-04-07 10:26:53] Calculating variable counts of Forename (056f1ee2e0) INFO [2025-04-07 10:26:53] Calculating variable statistics of Forename (edf4f006a9) INFO [2025-04-07 10:26:53] Getting variable descriptions of Income (eb95542ec1) INFO [2025-04-07 10:26:53] Calculating variable counts of Income (056f1ee2e0) INFO [2025-04-07 10:26:53] Calculating variable statistics of Income (edf4f006a9) INFO [2025-04-07 10:26:53] Getting variable descriptions of Job (eb95542ec1) INFO [2025-04-07 10:26:53] Calculating variable counts of Job (056f1ee2e0) INFO [2025-04-07 10:26:53] Calculating variable statistics of Job (edf4f006a9) INFO [2025-04-07 10:26:53] Getting variable descriptions of Name (eb95542ec1) INFO [2025-04-07 10:26:53] Calculating variable counts of Name (056f1ee2e0) INFO [2025-04-07 10:26:53] Calculating variable statistics of Name (edf4f006a9) INFO [2025-04-07 10:26:53] Getting variable descriptions of Person ID (eb95542ec1) INFO [2025-04-07 10:26:53] Calculating variable counts of Person ID (056f1ee2e0) INFO [2025-04-07 10:26:53] Calculating variable statistics of Person ID (edf4f006a9) INFO [2025-04-07 10:26:53] Getting variable descriptions of Sex (eb95542ec1) INFO [2025-04-07 10:26:53] Calculating variable counts of Sex (056f1ee2e0) INFO [2025-04-07 10:26:53] Calculating variable statistics of Sex (edf4f006a9) INFO [2025-04-07 10:26:53] Performing missing analysis Age in years (7a28e87b30) INFO [2025-04-07 10:26:53] Performing missing analysis Amount of credit (7a28e87b30) INFO [2025-04-07 10:26:53] Performing missing analysis Birthdate (7a28e87b30) INFO [2025-04-07 10:26:53] Performing missing analysis Credit worthy? (7a28e87b30) INFO [2025-04-07 10:26:53] Performing missing analysis Current bank balance (7a28e87b30) INFO [2025-04-07 10:26:53] Performing missing analysis Date of contact (7a28e87b30) INFO [2025-04-07 10:26:53] Performing missing analysis Forename (7a28e87b30) INFO [2025-04-07 10:26:53] Performing missing analysis Income (7a28e87b30) INFO [2025-04-07 10:26:53] Performing missing analysis Job (7a28e87b30) INFO [2025-04-07 10:26:53] Performing missing analysis Name (7a28e87b30) INFO [2025-04-07 10:26:53] Performing missing analysis Person ID (7a28e87b30) INFO [2025-04-07 10:26:53] Performing missing analysis Sex (7a28e87b30) INFO [2025-04-07 10:26:53] Found the path to the csv files in the environment: 'D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data (d45dad8b72) INFO [2025-04-07 10:26:53] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_01.csv (208282630a) INFO [2025-04-07 10:26:53] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_02.csv (208282630a) INFO [2025-04-07 10:26:53] Reading dqa_example_data_01.csv from CSV. (73c0aae8d4) INFO [2025-04-07 10:26:54] Getting dqa_example_data_01.csv (81ba7f702f) INFO [2025-04-07 10:26:54] Transforming source variable types dqa_example_data_01.csv (776ba03cbf) INFO [2025-04-07 10:26:54] Found the path to the csv files in the environment: 'D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data (d45dad8b72) INFO [2025-04-07 10:26:54] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_01.csv (208282630a) INFO [2025-04-07 10:26:54] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_02.csv (208282630a) INFO [2025-04-07 10:26:54] Reading dqa_example_data_02.csv from CSV. (73c0aae8d4) INFO [2025-04-07 10:26:54] Getting dqa_example_data_02.csv (81ba7f702f) INFO [2025-04-07 10:26:54] Transforming source variable types dqa_example_data_02.csv (776ba03cbf) INFO [2025-04-07 10:26:54] Getting atemporal plausibility Pl.atemporal.Item01 (0c70327436) INFO [2025-04-07 10:26:54] Getting variable descriptions of Age in years (eb95542ec1) INFO [2025-04-07 10:26:54] Calculating variable counts of Age in years (056f1ee2e0) INFO [2025-04-07 10:26:54] Calculating variable statistics of Age in years (edf4f006a9) INFO [2025-04-07 10:26:54] Getting variable descriptions of Amount of credit (eb95542ec1) INFO [2025-04-07 10:26:54] Calculating variable counts of Amount of credit (056f1ee2e0) INFO [2025-04-07 10:26:54] Calculating variable statistics of Amount of credit (edf4f006a9) INFO [2025-04-07 10:26:54] Getting variable descriptions of Birthdate (eb95542ec1) INFO [2025-04-07 10:26:54] Calculating variable counts of Birthdate (056f1ee2e0) INFO [2025-04-07 10:26:54] Calculating variable statistics of Birthdate (edf4f006a9) INFO [2025-04-07 10:26:54] Getting variable descriptions of Credit worthy? (eb95542ec1) INFO [2025-04-07 10:26:54] Calculating variable counts of Credit worthy? (056f1ee2e0) INFO [2025-04-07 10:26:54] Calculating variable statistics of Credit worthy? (edf4f006a9) INFO [2025-04-07 10:26:54] Getting variable descriptions of Current bank balance (eb95542ec1) INFO [2025-04-07 10:26:54] Calculating variable counts of Current bank balance (056f1ee2e0) INFO [2025-04-07 10:26:55] Calculating variable statistics of Current bank balance (edf4f006a9) INFO [2025-04-07 10:26:55] Getting variable descriptions of Date of contact (eb95542ec1) INFO [2025-04-07 10:26:55] Calculating variable counts of Date of contact (056f1ee2e0) INFO [2025-04-07 10:26:55] Calculating variable statistics of Date of contact (edf4f006a9) INFO [2025-04-07 10:26:55] Getting variable descriptions of Forename (eb95542ec1) INFO [2025-04-07 10:26:55] Calculating variable counts of Forename (056f1ee2e0) INFO [2025-04-07 10:26:55] Calculating variable statistics of Forename (edf4f006a9) INFO [2025-04-07 10:26:55] Getting variable descriptions of Income (eb95542ec1) INFO [2025-04-07 10:26:55] Calculating variable counts of Income (056f1ee2e0) INFO [2025-04-07 10:26:55] Calculating variable statistics of Income (edf4f006a9) INFO [2025-04-07 10:26:55] Getting variable descriptions of Job (eb95542ec1) INFO [2025-04-07 10:26:55] Calculating variable counts of Job (056f1ee2e0) INFO [2025-04-07 10:26:55] Calculating variable statistics of Job (edf4f006a9) INFO [2025-04-07 10:26:55] Getting variable descriptions of Name (eb95542ec1) INFO [2025-04-07 10:26:55] Calculating variable counts of Name (056f1ee2e0) INFO [2025-04-07 10:26:55] Calculating variable statistics of Name (edf4f006a9) INFO [2025-04-07 10:26:55] Getting variable descriptions of Person ID (eb95542ec1) INFO [2025-04-07 10:26:55] Calculating variable counts of Person ID (056f1ee2e0) INFO [2025-04-07 10:26:55] Calculating variable statistics of Person ID (edf4f006a9) INFO [2025-04-07 10:26:55] Getting variable descriptions of Sex (eb95542ec1) INFO [2025-04-07 10:26:55] Calculating variable counts of Sex (056f1ee2e0) INFO [2025-04-07 10:26:55] Calculating variable statistics of Sex (edf4f006a9) INFO [2025-04-07 10:26:55] Getting plausibility descriptions of pl.atemporal.item01 (0888fa800d) INFO [2025-04-07 10:26:55] Calculating plausibility counts of pl.atemporal.item01 (0e918bd0fd) INFO [2025-04-07 10:26:55] Calculating plausibility statistics of pl.atemporal.item01 (cf90f11533) INFO [2025-04-07 10:26:55] Getting uniqueness plausibility Pl.uniqueness.Item01 (e4fe49cd9e) INFO [2025-04-07 10:26:56] Performing value conformance check for 'Age in years' (5d061425eb) INFO [2025-04-07 10:26:56] Analyzing variable 'Age in years' with type 'integer' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:56] Analyzing variable 'Age in years' with type 'integer' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:56] Age in years from target_data : result_max > range$max (44264e3a64) INFO [2025-04-07 10:26:56] Performing value conformance check for 'Amount of credit' (5d061425eb) INFO [2025-04-07 10:26:56] Analyzing variable 'Amount of credit' with type 'integer' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:56] Analyzing variable 'Amount of credit' with type 'integer' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:56] Performing value conformance check for 'Birthdate' (5d061425eb) INFO [2025-04-07 10:26:56] Analyzing variable 'Birthdate' with type 'datetime' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:56] Birthdate from source_data : result_min < datetime$min (21abaa38e2) INFO [2025-04-07 10:26:56] Birthdate from source_data : result_max > datetime$max (44264e8a64) INFO [2025-04-07 10:26:56] Analyzing variable 'Birthdate' with type 'datetime' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:56] Birthdate from target_data : result_min < datetime$min (21abaa38e2) INFO [2025-04-07 10:26:56] Birthdate from target_data : result_max > datetime$max (44264e8a64) INFO [2025-04-07 10:26:56] Performing value conformance check for 'Credit worthy?' (5d061425eb) INFO [2025-04-07 10:26:56] Analyzing variable 'Credit worthy?' with type 'enumerated' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:56] Analyzing variable 'Credit worthy?' with type 'enumerated' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:56] Performing value conformance check for 'Current bank balance' (5d061425eb) INFO [2025-04-07 10:26:56] Analyzing variable 'Current bank balance' with type 'integer' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:56] Current bank balance from source_data : result_min < range$min (21abaa37e2) INFO [2025-04-07 10:26:56] Analyzing variable 'Current bank balance' with type 'integer' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:56] Current bank balance from target_data : result_min < range$min (21abaa37e2) INFO [2025-04-07 10:26:56] Performing value conformance check for 'Date of contact' (5d061425eb) INFO [2025-04-07 10:26:56] Analyzing variable 'Date of contact' with type 'datetime' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:56] Date of contact from source_data : result_min < datetime$min (21abaa38e2) INFO [2025-04-07 10:26:56] Analyzing variable 'Date of contact' with type 'datetime' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:56] Date of contact from target_data : result_min < datetime$min (21abaa38e2) INFO [2025-04-07 10:26:56] Performing value conformance check for 'Forename' (5d061425eb) INFO [2025-04-07 10:26:56] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Forename' (key = 'dqa_example_data_01.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:56] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Forename' (key = 'dqa_example_data_02.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:56] Performing value conformance check for 'Income' (5d061425eb) INFO [2025-04-07 10:26:56] Analyzing variable 'Income' with type 'integer' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:56] Analyzing variable 'Income' with type 'integer' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:56] Income from target_data : result_min < range$min (21abaa37e2) INFO [2025-04-07 10:26:56] Performing value conformance check for 'Job' (5d061425eb) INFO [2025-04-07 10:26:56] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Job' (key = 'dqa_example_data_01.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:56] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Job' (key = 'dqa_example_data_02.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:56] Performing value conformance check for 'Name' (5d061425eb) INFO [2025-04-07 10:26:56] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Name' (key = 'dqa_example_data_01.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:56] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Name' (key = 'dqa_example_data_02.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:56] Performing value conformance check for 'Person ID' (5d061425eb) INFO [2025-04-07 10:26:56] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Person ID' (key = 'dqa_example_data_01.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:56] Didn't perform value conformance checks, because there are no constraints in the MDR for designation 'Person ID' (key = 'dqa_example_data_02.csv'). (4b27c49aa9) INFO [2025-04-07 10:26:56] Performing value conformance check for 'Sex' (5d061425eb) INFO [2025-04-07 10:26:56] Analyzing variable 'Sex' with type 'enumerated' (source_data)... (d9f44d5c97) INFO [2025-04-07 10:26:56] Analyzing variable 'Sex' with type 'enumerated' (target_data)... (d9f44d5c97) INFO [2025-04-07 10:26:56] Found the path to the csv files in the environment: 'D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data (d45dad8b72) INFO [2025-04-07 10:26:56] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_01.csv (208282630a) INFO [2025-04-07 10:26:56] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_02.csv (208282630a) INFO [2025-04-07 10:26:56] Reading dqa_example_data_01.csv from CSV. (73c0aae8d4) INFO [2025-04-07 10:26:56] Getting dqa_example_data_01.csv (81ba7f702f) INFO [2025-04-07 10:26:56] Transforming source variable types dqa_example_data_01.csv (776ba03cbf) INFO [2025-04-07 10:26:56] Found the path to the csv files in the environment: 'D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data (d45dad8b72) INFO [2025-04-07 10:26:56] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_01.csv (208282630a) INFO [2025-04-07 10:26:56] D:/RCompile/CRANincoming/R-devel/lib/DQAstats/demo_data/dqa_example_data_02.csv (208282630a) INFO [2025-04-07 10:26:56] Reading dqa_example_data_02.csv from CSV. (73c0aae8d4) INFO [2025-04-07 10:26:57] Getting dqa_example_data_02.csv (81ba7f702f) INFO [2025-04-07 10:26:57] Transforming source variable types dqa_example_data_02.csv (776ba03cbf) INFO [2025-04-07 10:26:57] Start the time_compare (tc5a1dwezt) INFO [2025-04-07 10:26:57] Start comparing timestamps of: dqa_example_data_01.csv (tcst1dwe12) INFO [2025-04-07 10:26:57] End of time-compare (tcen1dwe67) [ FAIL 0 | WARN 0 | SKIP 5 | PASS 102 ] ══ Skipped tests (5) ═══════════════════════════════════════════════════════════ • On CRAN (5): 'test-datetime_restrictions.R:59:3', 'test-datetime_restrictions.R:106:3', 'test-lints.R:29:5', 'test-render_conformance.R:158:3', 'test-stats.R:50:3' [ FAIL 0 | WARN 0 | SKIP 5 | PASS 102 ] > > proc.time() user system elapsed 27.17 1.56 28.79