Class: SharedTools::Tools::CompositeAnalysisTool

Inherits:
RubyLLM::Tool
  • Object
show all
Defined in:
lib/shared_tools/tools/composite_analysis_tool.rb

Class Method Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(logger: nil) ⇒ CompositeAnalysisTool

Returns a new instance of CompositeAnalysisTool.



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# File 'lib/shared_tools/tools/composite_analysis_tool.rb', line 57

def initialize(logger: nil)
  @logger = logger || RubyLLM.logger
end

Class Method Details

.name ⇒ Object 



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# File 'lib/shared_tools/tools/composite_analysis_tool.rb', line 8

def self.name = "composite_analysis"

Instance Method Details

#execute(data_source: nil, data: nil, analysis_type: "standard", **options) ⇒ Object 



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# File 'lib/shared_tools/tools/composite_analysis_tool.rb', line 61

def execute(data_source: nil, data: nil, analysis_type: "standard", **options)
  if data_source.nil? && data.nil?
    return { success: false, error: "Either data_source or data must be provided." }
  end

  results = {}
  analysis_start = Time.now

  begin
    @logger.info("CompositeAnalysisTool#execute data_source=#{data_source.inspect} analysis_type=#{analysis_type}")

    # Step 1: Fetch data using appropriate method
    @logger.debug("Fetching data from source...")
    if data
      results[:data] = parse_inline_data(data)
      results[:source_type] = 'inline'
    elsif data_source.start_with?('http://', 'https://')
      results[:data] = fetch_web_data(data_source)
      results[:source_type] = 'web'
    else
      results[:data] = read_file_data(data_source)
      results[:source_type] = 'file'
    end

    # Step 2: Analyze data structure
    @logger.debug("Analyzing data structure...")
    results[:structure] = analyze_data_structure(results[:data])

    # Step 3: Generate insights based on analysis type
    if ['standard', 'comprehensive'].include?(analysis_type)
      @logger.debug("Generating insights...")
      results[:insights] = generate_insights(results[:data], results[:structure], options)
    end

    # Step 4: Create visualization suggestions
    if results[:structure][:numeric_columns]&.any?
      @logger.debug("Suggesting visualizations...")
      viz_limit = options[:visualization_limit] || 5
      results[:visualizations] = suggest_visualizations(results[:structure], viz_limit)
    end

    # Step 5: Perform correlation analysis for comprehensive mode
    if analysis_type == 'comprehensive' && results[:structure][:numeric_columns]&.length.to_i > 1
      include_corr = options[:include_correlations].nil? ? true : options[:include_correlations]
      if include_corr
        @logger.debug("Performing correlation analysis...")
        results[:correlations] = perform_correlation_analysis(results[:data], results[:structure])
      end
    end

    analysis_duration = (Time.now - analysis_start).round(3)
    @logger.info("Analysis completed in #{analysis_duration}s")

    {
      success: true,
      analysis: results,
      data_source: data_source,
      analysis_type: analysis_type,
      analyzed_at: Time.now.iso8601,
      duration_seconds: analysis_duration
    }
  rescue => e
    @logger.error("Analysis failed: #{e.message}")
    {
      success: false,
      error: e.message,
      error_type: e.class.name,
      data_source: data_source,
      partial_results: results
    }
  end
end