ReportingService

Service for generating comprehensive reports for ML sampling results. Integrates text summaries, performance metrics, and visualizations.

Public fields

config_manager

Configuration manager instance

visualization_service

Visualization service instance Initialize Reporting Service

Methods

Public methods

• ReportingService$new()

• ReportingService$generate_report()

• ReportingService$generate_optimization_report()

• ReportingService$generate_comparison_report()

• ReportingService$clone()

---

Method new()

Usage

ReportingService$new(config_manager = NULL, visualization_service = NULL)

Arguments

config_manager

Optional ConfigManager instance

visualization_service

Optional VisualizationService instance Generate Unified Report

---

Method generate_report()

Usage

ReportingService$generate_report(
  optimization_result,
  output_format = "html",
  report_config = NULL,
  export_path = NULL
)

Arguments

optimization_result

OptimizationResult or ModelComparison object

output_format

Output format ("html", "pdf")

report_config

Configuration list

export_path

Full path to export report

Returns

List with success status and path Generate Optimization Report

---

Method generate_optimization_report()

Usage

ReportingService$generate_optimization_report(
  result,
  output_dir = getwd(),
  filename = NULL,
  format = "html",
  include_plots = TRUE
)

Arguments

result

OptimizationResult object

output_dir

Directory to save report

filename

Report filename

format

Output format ("html", "pdf")

include_plots

Boolean

Returns

List with report path and status Generate Comparison Report

---

Method generate_comparison_report()

Usage

ReportingService$generate_comparison_report(
  comparison_result,
  output_dir = getwd(),
  filename = NULL
)

Arguments

comparison_result

ModelComparison object

output_dir

Directory to save report

filename

Report filename

Returns

List with report path and status

---

Method clone()

The objects of this class are cloneable with this method.

Usage

ReportingService$clone(deep = FALSE)

Arguments

deep

Whether to make a deep clone.