From 02a5906458c529d4c7631c2e92241ec9bcc229a1 Mon Sep 17 00:00:00 2001 From: Jamie Gilbert Date: Tue, 19 Dec 2023 11:24:57 -0800 Subject: [PATCH 1/2] Changes for notes --- .Rbuildignore | 4 +++- DESCRIPTION | 2 +- R/DataModel.R | 4 ++-- README.md | 4 ++-- man/ResultModelManager-package.Rd | 2 +- 5 files changed, 9 insertions(+), 7 deletions(-) diff --git a/.Rbuildignore b/.Rbuildignore index 478d71a..d9d76aa 100644 --- a/.Rbuildignore +++ b/.Rbuildignore @@ -32,4 +32,6 @@ deploy.sh compare_versions ^doc$ ^Meta$ -LICENSE \ No newline at end of file +LICENSE +.git +..Rcheck \ No newline at end of file diff --git a/DESCRIPTION b/DESCRIPTION index 9229997..8184983 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,5 +1,5 @@ Package: ResultModelManager -Title: Result Model Manager (RMM) for OHDSI packages +Title: Result Model Manager Version: 0.5.6 Authors@R: person("Jamie", "Gilbert", , "gilbert@ohdsi.org", role = c("aut", "cre")) diff --git a/R/DataModel.R b/R/DataModel.R index 4fe3eeb..4531405 100644 --- a/R/DataModel.R +++ b/R/DataModel.R @@ -309,7 +309,7 @@ uploadChunk <- function(chunk, pos, env, specifications, resultsFolder, connecti # Ensure dates are formatted properly toDate <- specifications %>% dplyr::filter( - tableName == env$tableName & + .data$tableName == env$tableName & tolower(.data$dataType) == "date" ) %>% dplyr::select("columnName") %>% @@ -322,7 +322,7 @@ uploadChunk <- function(chunk, pos, env, specifications, resultsFolder, connecti toTimestamp <- specifications %>% dplyr::filter( - tableName == env$tableName & + .data$tableName == env$tableName & grepl("timestamp", tolower(.data$dataType)) ) %>% dplyr::select("columnName") %>% diff --git a/README.md b/README.md index 9494ad4..65356c3 100644 --- a/README.md +++ b/README.md @@ -1,9 +1,9 @@ ResultModelManager ================== [![Build Status](https://github.com/OHDSI/ResultModelManager/workflows/R-CMD-check/badge.svg)](https://github.com/OHDSI/ResultModelManager/actions?query=workflow%3AR-CMD-check) -[![codecov.io](https://codecov.io/github/OHDSI/ResultModelManager/coverage.svg?branch=main)](https://codecov.io/github/OHDSI/ResultModelManager?branch=main) +[![codecov.io](https://app.codecov.io/github/OHDSI/ResultModelManager/coverage.svg?branch=main)](https://codecov.io/github/OHDSI/ResultModelManager?branch=main) -ResultModelManager (RMM) [HADES](https://ohdsi.github.io/Hades). +ResultModelManager (RMM) [HADES](https://ohdsi.github.io/Hades/). Introduction ============ diff --git a/man/ResultModelManager-package.Rd b/man/ResultModelManager-package.Rd index 4a5bc20..3cd9874 100644 --- a/man/ResultModelManager-package.Rd +++ b/man/ResultModelManager-package.Rd @@ -4,7 +4,7 @@ \name{ResultModelManager-package} \alias{ResultModelManager} \alias{ResultModelManager-package} -\title{ResultModelManager: Result Model Manager (RMM) for OHDSI packages} +\title{ResultModelManager: Result Model Manager} \description{ Database data model management utilities for OHDSI packages. } From 665b71a477ee17df71722b241f73b9c48293d5b0 Mon Sep 17 00:00:00 2001 From: Anthony Sena Date: Thu, 2 May 2024 18:10:00 -0400 Subject: [PATCH 2/2] Handle data types for primary keys - character conversion only (#53) * Handle data types for primary keys - character conversion only * Added chat gipty tests * Added chat gipty tests * changed usage of mittagr * Fixes to tests * Updated news * Package maintenance --------- Co-authored-by: Jamie Gilbert --- DESCRIPTION | 2 +- NEWS.md | 6 ++ R/ConnectionHandler.R | 2 +- R/DataMigrationManager.R | 2 +- R/DataModel.R | 38 ++++++++++++- R/PooledConnectionHandler.R | 2 +- R/QueryNamespace.R | 2 +- R/ResultExportManager.R | 2 +- R/ResultModelManager.R | 2 +- R/SchemaGenerator.R | 2 +- R/Utils.R | 2 +- docs/404.html | 2 +- docs/LICENSE-text.html | 2 +- docs/articles/CreatingMigrations.html | 4 +- docs/articles/ExampleProject.html | 14 ++--- docs/articles/PackageDesign.html | 4 +- docs/articles/UploadFunctionality.html | 4 +- docs/articles/UsingAnExportManager.html | 10 ++-- docs/articles/UsingConnectionHandlers.html | 4 +- docs/articles/UsingQueryNamespaces.html | 12 ++-- docs/articles/index.html | 2 +- docs/authors.html | 14 ++--- docs/index.html | 12 ++-- docs/news/index.html | 7 ++- docs/pkgdown.yml | 4 +- docs/pull_request_template.html | 2 +- docs/reference/ConnectionHandler.html | 2 +- docs/reference/DataMigrationManager.html | 2 +- docs/reference/PooledConnectionHandler.html | 30 ++++++++-- docs/reference/QueryNamespace.html | 2 +- docs/reference/ResultExportManager.html | 2 +- .../reference/ResultModelManager-package.html | 6 +- docs/reference/createQueryNamespace.html | 2 +- docs/reference/createResultExportManager.html | 2 +- .../reference/deleteAllRowsForDatabaseId.html | 2 +- .../reference/deleteAllRowsForPrimaryKey.html | 2 +- docs/reference/generateSqlSchema.html | 2 +- docs/reference/grantTablePermissions.html | 2 +- docs/reference/index.html | 2 +- .../loadResultsDataModelSpecifications.html | 2 +- docs/reference/unzipResults.html | 2 +- docs/reference/uploadResults.html | 2 +- extras/ResultModelManager.pdf | Bin 133815 -> 124558 bytes tests/testthat/helper-packageMaintainer.R | 2 +- tests/testthat/test-DataModelFunctions.R | 53 ++++++++++++++++++ 45 files changed, 193 insertions(+), 85 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index 8184983..3d17f78 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,6 +1,6 @@ Package: ResultModelManager Title: Result Model Manager -Version: 0.5.6 +Version: 0.5.7 Authors@R: person("Jamie", "Gilbert", , "gilbert@ohdsi.org", role = c("aut", "cre")) Description: Database data model management utilities for OHDSI packages. diff --git a/NEWS.md b/NEWS.md index b79f504..b72bd84 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,3 +1,9 @@ +# ResultModelManager 0.5.7 + +Bug fixes: + +1. Added type conversion checking on upload of data where columns are characters but interpreted as numeric from reading +inserted data # ResultModelManager 0.5.6 diff --git a/R/ConnectionHandler.R b/R/ConnectionHandler.R index 8d640f5..f70e7ac 100644 --- a/R/ConnectionHandler.R +++ b/R/ConnectionHandler.R @@ -1,4 +1,4 @@ -# Copyright 2023 Observational Health Data Sciences and Informatics +# Copyright 2024 Observational Health Data Sciences and Informatics # # This file is part of CemConnector # diff --git a/R/DataMigrationManager.R b/R/DataMigrationManager.R index 0aa2e46..f84eadc 100644 --- a/R/DataMigrationManager.R +++ b/R/DataMigrationManager.R @@ -1,4 +1,4 @@ -# Copyright 2023 Observational Health Data Sciences and Informatics +# Copyright 2024 Observational Health Data Sciences and Informatics # # This file is part of CohortDiagnostics # diff --git a/R/DataModel.R b/R/DataModel.R index 4531405..250e4e9 100644 --- a/R/DataModel.R +++ b/R/DataModel.R @@ -1,4 +1,4 @@ -# Copyright 2023 Observational Health Data Sciences and Informatics +# Copyright 2024 Observational Health Data Sciences and Informatics # # This file is part of OHdsiSharing # @@ -347,6 +347,10 @@ uploadChunk <- function(chunk, pos, env, specifications, resultsFolder, connecti # Check if inserting data would violate primary key constraints: if (!is.null(env$primaryKeyValuesInDb)) { + chunk <- formatChunk( + pkValuesInDb = env$primaryKeyValuesInDb, + chunk = chunk + ) primaryKeyValuesInChunk <- unique(chunk[env$primaryKey]) duplicates <- dplyr::inner_join(env$primaryKeyValuesInDb, @@ -791,3 +795,35 @@ loadResultsDataModelSpecifications <- function(filePath) { assertSpecificationColumns(colnames(spec)) return(spec) } + + +#' This helper function will convert the data in the +#' primary key values in the `chunk` which is read from +#' the csv file to the format of the primary key data +#' retrieved from the database (`pkValuesInDb`). The assumption made +#' by this function is that the `pkValuesInDb` reflect the proper data +#' types while `chunk` is the best guess from the readr +#' package. In the future, if we adopt strongly-types data.frames +#' this will no longer be necessary. +#' +#' Another assumption of this function is that we're only attempting to +#' recast to a character data type and not try to handle different type +#' conversions. +formatChunk <- function(pkValuesInDb, chunk) { + for (columnName in names(pkValuesInDb)) { + if (class(pkValuesInDb[[columnName]]) != class(chunk[[columnName]])) { + if (class(pkValuesInDb[[columnName]]) == "character") { + chunk <- chunk |> dplyr::mutate_at(columnName, as.character) + } else { + errorMsg <- paste0( + columnName, + " is of type ", + class(pkValuesInDb[[columnName]]), + " which cannot be converted between data frames pkValuesInDb and chunk" + ) + stop(errorMsg) + } + } + } + return(chunk) +} diff --git a/R/PooledConnectionHandler.R b/R/PooledConnectionHandler.R index c204330..caff359 100644 --- a/R/PooledConnectionHandler.R +++ b/R/PooledConnectionHandler.R @@ -1,4 +1,4 @@ -# Copyright 2023 Observational Health Data Sciences and Informatics +# Copyright 2024 Observational Health Data Sciences and Informatics # # This file is part of CohortDiagnostics # diff --git a/R/QueryNamespace.R b/R/QueryNamespace.R index 651df14..0d346d3 100644 --- a/R/QueryNamespace.R +++ b/R/QueryNamespace.R @@ -1,4 +1,4 @@ -# Copyright 2023 Observational Health Data Sciences and Informatics +# Copyright 2024 Observational Health Data Sciences and Informatics # # This file is part of CohortDiagnostics # diff --git a/R/ResultExportManager.R b/R/ResultExportManager.R index 8f45044..1d47b35 100644 --- a/R/ResultExportManager.R +++ b/R/ResultExportManager.R @@ -1,4 +1,4 @@ -# Copyright 2023 Observational Health Data Sciences and Informatics +# Copyright 2024 Observational Health Data Sciences and Informatics # # This file is part of CohortDiagnostics # diff --git a/R/ResultModelManager.R b/R/ResultModelManager.R index 7863103..ef9661e 100644 --- a/R/ResultModelManager.R +++ b/R/ResultModelManager.R @@ -1,4 +1,4 @@ -# Copyright 2023 Observational Health Data Sciences and Informatics +# Copyright 2024 Observational Health Data Sciences and Informatics # # This file is part of CohortDiagnostics # diff --git a/R/SchemaGenerator.R b/R/SchemaGenerator.R index 14b9c46..11232ac 100644 --- a/R/SchemaGenerator.R +++ b/R/SchemaGenerator.R @@ -1,4 +1,4 @@ -# Copyright 2023 Observational Health Data Sciences and Informatics +# Copyright 2024 Observational Health Data Sciences and Informatics # # This file is part of CohortDiagnostics # diff --git a/R/Utils.R b/R/Utils.R index c0ade61..8b0edec 100644 --- a/R/Utils.R +++ b/R/Utils.R @@ -1,4 +1,4 @@ -# Copyright 2023 Observational Health Data Sciences and Informatics +# Copyright 2024 Observational Health Data Sciences and Informatics # # This file is part of CohortDiagnostics # diff --git a/docs/404.html b/docs/404.html index 96e4e04..8b858dc 100644 --- a/docs/404.html +++ b/docs/404.html @@ -32,7 +32,7 @@ ResultModelManager - 0.5.6 + 0.5.7 diff --git a/docs/LICENSE-text.html b/docs/LICENSE-text.html index 85cf394..23b1275 100644 --- a/docs/LICENSE-text.html +++ b/docs/LICENSE-text.html @@ -17,7 +17,7 @@ ResultModelManager - 0.5.6 + 0.5.7 diff --git a/docs/articles/CreatingMigrations.html b/docs/articles/CreatingMigrations.html index eb192e9..c5013aa 100644 --- a/docs/articles/CreatingMigrations.html +++ b/docs/articles/CreatingMigrations.html @@ -33,7 +33,7 @@ ResultModelManager - 0.5.6 + 0.5.7 @@ -97,7 +97,7 @@

Creating Migrations

James P. Gilbert

-

2023-12-18

+

2024-05-02

diff --git a/docs/articles/ExampleProject.html b/docs/articles/ExampleProject.html index a87109b..2c51e7d 100644 --- a/docs/articles/ExampleProject.html +++ b/docs/articles/ExampleProject.html @@ -33,7 +33,7 @@ ResultModelManager - 0.5.6 + 0.5.7 @@ -97,7 +97,7 @@

Example package results spec

James P. Gilbert

-

2023-12-18

+

2024-05-02

@@ -253,14 +253,8 @@

Creating a results database schema
 # note - the table prefix and schema parameters are not neeeded when we do this
 qns$executeSql(sql)
-
## 
-  |                                                                            
-  |                                                                      |   0%
-  |                                                                            
-  |===================================                                   |  50%
-  |                                                                            
-  |======================================================================| 100%
-
## Executing SQL took 0.0192 secs
+
##   |                                                                              |                                                                      |   0%  |                                                                              |===================================                                   |  50%  |                                                                              |======================================================================| 100%
+
## Executing SQL took 0.0276 secs

Alternatively, we can just use DatabaseConnector functions directly.

@@ -97,7 +97,7 @@

Package Design

James P. Gilbert

-

2023-12-18

+

2024-05-02

diff --git a/docs/articles/UploadFunctionality.html b/docs/articles/UploadFunctionality.html index f3308b6..36486dd 100644 --- a/docs/articles/UploadFunctionality.html +++ b/docs/articles/UploadFunctionality.html @@ -33,7 +33,7 @@ ResultModelManager - 0.5.6 + 0.5.7 @@ -97,7 +97,7 @@

Upload Functionality

James P. Gilbert

-

2023-12-18

+

2024-05-02

diff --git a/docs/articles/UsingAnExportManager.html b/docs/articles/UsingAnExportManager.html index 832bfc0..2615717 100644 --- a/docs/articles/UsingAnExportManager.html +++ b/docs/articles/UsingAnExportManager.html @@ -33,7 +33,7 @@ ResultModelManager - 0.5.6 + 0.5.7 @@ -97,7 +97,7 @@

Using An Export Manager

James P. Gilbert

-

2023-12-18

+

2024-05-02

@@ -211,7 +211,7 @@

Performing R operationslibrary(rateratio.test) transformation <- function(rows, pos) { - rrResult <- rateratio.test( + rrResult <- rateratio.test( x = c(row$target_count, row$comparator_count), n = c(row$target_time, row$comparator_time), RR = 1, @@ -241,7 +241,7 @@

Exporting an Andromeda result in export in to the R session before saving to disk. Instead, it is best practice to use batch operations as follows

-andr <- Andromeda::andromeda()
+andr <- Andromeda::andromeda()
 andr$my_andromeda_table <- data.frame(covariate_id = 1:1e4, value = stats::runif(1e4))
 
 first <- TRUE
@@ -252,7 +252,7 @@ 

Exporting an Andromeda result in return(invisible(NULL)) } -Andromeda::batchApply(andr$my_andromeda_table, writeBatch)

+Andromeda::batchApply(andr$my_andromeda_table, writeBatch)
diff --git a/docs/articles/UsingConnectionHandlers.html b/docs/articles/UsingConnectionHandlers.html index e867d1a..f5b3e01 100644 --- a/docs/articles/UsingConnectionHandlers.html +++ b/docs/articles/UsingConnectionHandlers.html @@ -33,7 +33,7 @@ ResultModelManager - 0.5.6 + 0.5.7
@@ -97,7 +97,7 @@

Using Connection Handlers

James P. Gilbert

-

2023-12-18

+

2024-05-02

diff --git a/docs/articles/UsingQueryNamespaces.html b/docs/articles/UsingQueryNamespaces.html index 23e50f4..63b4a24 100644 --- a/docs/articles/UsingQueryNamespaces.html +++ b/docs/articles/UsingQueryNamespaces.html @@ -33,7 +33,7 @@ ResultModelManager - 0.5.6 + 0.5.7 @@ -97,7 +97,7 @@

Using Query Namespaces

James P. Gilbert

-

2023-12-18

+

2024-05-02

@@ -159,12 +159,8 @@

Basic usagesql <- generateSqlSchema(schemaDefinition = tableSpecification) # note - the table prefix and schema parameters are not neeeded qns$executeSql(sql) -
## 
-  |                                                                            
-  |                                                                      |   0%
-  |                                                                            
-  |======================================================================| 100%
-
## Executing SQL took 0.0151 secs
+
##   |                                                                              |                                                                      |   0%  |                                                                              |======================================================================| 100%
+
## Executing SQL took 0.0202 secs

We can then query the table with sql that automatically replaces the table names:

diff --git a/docs/articles/index.html b/docs/articles/index.html
index 912fbb0..b13f142 100644
--- a/docs/articles/index.html
+++ b/docs/articles/index.html
@@ -17,7 +17,7 @@
       
       
         ResultModelManager
-        0.5.6
+        0.5.7
       
     
diff --git a/docs/authors.html b/docs/authors.html index 96c0844..778ef8d 100644 --- a/docs/authors.html +++ b/docs/authors.html @@ -17,7 +17,7 @@ ResultModelManager - 0.5.6 + 0.5.7 @@ -86,15 +86,15 @@

Citation

-

Gilbert J (2023). -ResultModelManager: Result Model Manager (RMM) for OHDSI packages. -R package version 0.5.6. +

Gilbert J (2024). +ResultModelManager: Result Model Manager. +R package version 0.5.7.

@Manual{,
-  title = {ResultModelManager: Result Model Manager (RMM) for OHDSI packages},
+  title = {ResultModelManager: Result Model Manager},
   author = {Jamie Gilbert},
-  year = {2023},
-  note = {R package version 0.5.6},
+  year = {2024},
+  note = {R package version 0.5.7},
 }
diff --git a/docs/index.html b/docs/index.html index d473049..73da5f5 100644 --- a/docs/index.html +++ b/docs/index.html @@ -5,13 +5,13 @@ -Result Model Manager (RMM) for OHDSI packages • ResultModelManager +Result Model Manager • ResultModelManager - + ResultModelManager: Result Model Manager (RMM) for OHDSI packages — ResultModelManager-package • ResultModelManagerResultModelManager: Result Model Manager — ResultModelManager-package • ResultModelManager @@ -17,7 +17,7 @@ ResultModelManager - 0.5.6 + 0.5.7 @@ -68,7 +68,7 @@
diff --git a/docs/reference/createQueryNamespace.html b/docs/reference/createQueryNamespace.html index 3cfa8ba..9a63e87 100644 --- a/docs/reference/createQueryNamespace.html +++ b/docs/reference/createQueryNamespace.html @@ -19,7 +19,7 @@ ResultModelManager - 0.5.6 + 0.5.7
diff --git a/docs/reference/createResultExportManager.html b/docs/reference/createResultExportManager.html index 0c874c5..32286c8 100644 --- a/docs/reference/createResultExportManager.html +++ b/docs/reference/createResultExportManager.html @@ -23,7 +23,7 @@ ResultModelManager - 0.5.6 + 0.5.7
diff --git a/docs/reference/deleteAllRowsForDatabaseId.html b/docs/reference/deleteAllRowsForDatabaseId.html index 21be55d..26b022b 100644 --- a/docs/reference/deleteAllRowsForDatabaseId.html +++ b/docs/reference/deleteAllRowsForDatabaseId.html @@ -17,7 +17,7 @@ ResultModelManager - 0.5.6 + 0.5.7 diff --git a/docs/reference/deleteAllRowsForPrimaryKey.html b/docs/reference/deleteAllRowsForPrimaryKey.html index c998203..33a9e37 100644 --- a/docs/reference/deleteAllRowsForPrimaryKey.html +++ b/docs/reference/deleteAllRowsForPrimaryKey.html @@ -17,7 +17,7 @@ ResultModelManager - 0.5.6 + 0.5.7 diff --git a/docs/reference/generateSqlSchema.html b/docs/reference/generateSqlSchema.html index 3cda85b..581d60e 100644 --- a/docs/reference/generateSqlSchema.html +++ b/docs/reference/generateSqlSchema.html @@ -17,7 +17,7 @@ ResultModelManager - 0.5.6 + 0.5.7 diff --git a/docs/reference/grantTablePermissions.html b/docs/reference/grantTablePermissions.html index a9f4b4d..2ca2d47 100644 --- a/docs/reference/grantTablePermissions.html +++ b/docs/reference/grantTablePermissions.html @@ -19,7 +19,7 @@ ResultModelManager - 0.5.6 + 0.5.7 diff --git a/docs/reference/index.html b/docs/reference/index.html index 0121632..9b87553 100644 --- a/docs/reference/index.html +++ b/docs/reference/index.html @@ -17,7 +17,7 @@ ResultModelManager - 0.5.6 + 0.5.7 diff --git a/docs/reference/loadResultsDataModelSpecifications.html b/docs/reference/loadResultsDataModelSpecifications.html index d5615fc..ccec443 100644 --- a/docs/reference/loadResultsDataModelSpecifications.html +++ b/docs/reference/loadResultsDataModelSpecifications.html @@ -17,7 +17,7 @@ ResultModelManager - 0.5.6 + 0.5.7 diff --git a/docs/reference/unzipResults.html b/docs/reference/unzipResults.html index 6b291b0..1f3e7df 100644 --- a/docs/reference/unzipResults.html +++ b/docs/reference/unzipResults.html @@ -21,7 +21,7 @@ ResultModelManager - 0.5.6 + 0.5.7 diff --git a/docs/reference/uploadResults.html 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b/tests/testthat/helper-packageMaintainer.R @@ -1,4 +1,4 @@ -# Copyright 2023 Observational Health Data Sciences and Informatics +# Copyright 2024 Observational Health Data Sciences and Informatics # # This file is part of CohortDiagnostics # diff --git a/tests/testthat/test-DataModelFunctions.R b/tests/testthat/test-DataModelFunctions.R index ab6658a..dc69771 100644 --- a/tests/testthat/test-DataModelFunctions.R +++ b/tests/testthat/test-DataModelFunctions.R @@ -26,3 +26,56 @@ test_that("Bad model format", { checkmate::expect_character(data$charField) checkmate::expect_date(data$dateField) }) + + +# Create test data +pkValuesInDb <- data.frame( + id = c(1, 2, 3), + name = c("Alice", "Bob", "Charlie") +) + +chunk <- data.frame( + id = c(1, 2, 3), + name = c("Alice", "Bob", "Charlie") +) + +# Tests for when types match +test_that("formatChunk converts data types correctly", { + expect_identical( + formatChunk(pkValuesInDb, chunk), + chunk, + info = "Data frames should remain unchanged when types match." + ) +}) + +# Tests for when types need conversion +char <- data.frame( + id = c(1, 2, 3), + name = c("Alice", "Bob", "Charlie") +) + +pkValuesInDbChar <- data.frame( + id = as.character(c(1, 2, 3)), + name = c("Alice", "Bob", "Charlie") +) + +test_that("formatChunk converts non-matching types to character", { + expect_identical( + formatChunk(pkValuesInDbChar, char)$id, + as.character(char$id), + info = "Numeric columns in chunk should be converted to character." + ) +}) + +# Test for error when types cannot be converted +chunk_factor <- data.frame( + id = as.character(c(1, 2, 3)), + name = c("Alice", "Bob", "Charlie") +) + +test_that("formatChunk throws error for incompatible types", { + expect_error( + formatChunk(pkValuesInDb, chunk_factor), + "id is of type numeric which cannot be converted between data frames pkValuesInDb and chunk" + ) +})