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Add dynamic value object generation from data.frame fields#15

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copilot/fix-14
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Add dynamic value object generation from data.frame fields#15
Copilot wants to merge 4 commits intomasterfrom
copilot/fix-14

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Copilot AI commented Jul 26, 2025

This PR enhances the add_value_object function to support dynamic value object generation from data.frame fields, enabling automatic creation of value objects with proper type inference and documentation.

New Functionality

The add_value_object function now accepts two additional parameters:

  • path: Configurable output directory (defaults to "R")
  • fields: A data.frame whose columns become value object parameters

When a data.frame is provided via the fields parameter, the function automatically:

  • Infers appropriate R types from column data (numeric, integer, logical, character)
  • Generates proper roxygen2 documentation with @param tags for each field
  • Creates function parameters with type-appropriate default values
  • Builds tibble construction code using tibble::add_column() with type conversion
  • Includes dplyr::distinct() and tidyr::drop_na() operations

Example Usage

# Create a Car value object from mtcars data
add_value_object(
  path = "R", 
  domain = "showroom", 
  name = "car", 
  fields = mtcars
)

This generates a file R/showroom-value-Car.R containing:

#' @title Car Value Object
#' @param mpg ('numeric') ?
#' @param cyl ('numeric') ?
#' @param hp ('numeric') ?
#' @return (`Car`) Car Value Object
#' @export
#' @family Showroom
Car <- function(
    mpg = 0.0,
    cyl = 0.0,
    hp = 0.0
){
    tibble::tibble()
   |> tibble::add_column(mpg = as.numeric(mpg))
   |> tibble::add_column(cyl = as.numeric(cyl))
   |> tibble::add_column(hp = as.numeric(hp))
   |> dplyr::distinct()
   |> tidyr::drop_na()
}

Implementation Details

  • Type inference: Helper functions analyze data.frame columns to determine appropriate R types and conversion functions
  • Template generation: Dynamic template creation replaces static templates when fields is provided
  • Backward compatibility: Existing functionality is preserved when fields = NULL
  • Reliable generation: Uses paste() operations for robust template construction

Testing

Added comprehensive test coverage including:

  • Dynamic generation with various data types
  • Exact requirements verification using mtcars data
  • Backward compatibility testing
  • Edge cases and error handling

Fixes #14.

Warning

Firewall rules blocked me from connecting to one or more addresses

I tried to connect to the following addresses, but was blocked by firewall rules:

  • cloud.r-project.org
    • Triggering command: /usr/lib/R/bin/exec/R --vanilla -e .libPaths(&#39;~/R_libs&#39;);~&#43;~install.packages(c(&#39;assertthat&#39;,~&#43;~&#39;fs&#39;,~&#43;~&#39;glue&#39;,~&#43;~&#39;purrr&#39;,~&#43;~&#39;R6&#39;,~&#43;~&#39;snakecase&#39;,~&#43;~&#39;stringr&#39;,~&#43;~&#39;testthat&#39;,~&#43;~&#39;withr&#39;,~&#43;~&#39;tibble&#39;,~&#43;~&#39;dplyr&#39;,~&#43;~&#39;tidyr&#39;),~&#43;~repos=&#39;REDACTED&#39;) --no-save --no-restore (dns block)
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  • esm.ubuntu.com
    • Triggering command: /usr/lib/apt/methods/https (dns block)

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Copilot AI and others added 3 commits July 26, 2025 04:13
Co-authored-by: harell <7226303+harell@users.noreply.github.com>
Co-authored-by: harell <7226303+harell@users.noreply.github.com>
Co-authored-by: harell <7226303+harell@users.noreply.github.com>
Copilot AI changed the title [WIP] revise add_value_object Add dynamic value object generation from data.frame fields Jul 26, 2025
Copilot AI requested a review from harell July 26, 2025 04:21
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revise add_value_object

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