Class: Synthra::QualityMetrics::QualityReport

Inherits:
Object
  • Object
show all
Defined in:
lib/synthra/quality_metrics.rb

Overview

Quality analysis report

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**attributes) ⇒ QualityReport

Returns a new instance of QualityReport.



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# File 'lib/synthra/quality_metrics.rb', line 305

def initialize(**attributes)
  @total_records = attributes[:total_records]
  @uniqueness = attributes[:uniqueness]
  @distribution = attributes[:distribution]
  @completeness = attributes[:completeness]
  @type_consistency = attributes[:type_consistency]
  @realism_score = attributes[:realism_score]
  @patterns = attributes[:patterns]
  @anomalies = attributes[:anomalies]
end

Instance Attribute Details

#anomalies ⇒ Object (readonly)

Returns the value of attribute anomalies.



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# File 'lib/synthra/quality_metrics.rb', line 303

def anomalies
  @anomalies
end

#completeness ⇒ Object (readonly)

Returns the value of attribute completeness.



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# File 'lib/synthra/quality_metrics.rb', line 302

def completeness
  @completeness
end

#distribution ⇒ Object (readonly)

Returns the value of attribute distribution.



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# File 'lib/synthra/quality_metrics.rb', line 302

def distribution
  @distribution
end

#patterns ⇒ Object (readonly)

Returns the value of attribute patterns.



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# File 'lib/synthra/quality_metrics.rb', line 303

def patterns
  @patterns
end

#realism_score ⇒ Object (readonly)

Returns the value of attribute realism_score.



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# File 'lib/synthra/quality_metrics.rb', line 303

def realism_score
  @realism_score
end

#total_records ⇒ Object (readonly)

Returns the value of attribute total_records.



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# File 'lib/synthra/quality_metrics.rb', line 302

def total_records
  @total_records
end

#type_consistency ⇒ Object (readonly)

Returns the value of attribute type_consistency.



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# File 'lib/synthra/quality_metrics.rb', line 303

def type_consistency
  @type_consistency
end

#uniqueness ⇒ Object (readonly)

Returns the value of attribute uniqueness.



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# File 'lib/synthra/quality_metrics.rb', line 302

def uniqueness
  @uniqueness
end

Instance Method Details

#passes?(threshold: 80) ⇒ Boolean

Check if data passes quality threshold

Parameters:

  • threshold (Float) (defaults to: 80) —

    minimum realism score (0-100)

Returns:

  • (Boolean) 


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# File 'lib/synthra/quality_metrics.rb', line 321

def passes?(threshold: 80)
  realism_score >= threshold && anomalies.empty?
end

#summary ⇒ String

Get a summary string

Returns:

  • (String) 


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# File 'lib/synthra/quality_metrics.rb', line 329

def summary
  lines = [
    "Quality Report (#{total_records} records)",
    "=" * 40,
    "Realism Score: #{realism_score}%",
    "Completeness: #{completeness}%",
    "",
    "Uniqueness:",
    *uniqueness.map { |f, u| "  #{f}: #{u}%" },
    ""
  ]

  if anomalies.any?
    lines << "Anomalies:"
    anomalies.each do |a|
      lines << "  ⚠️  #{a[:type]} in #{a[:field]}"
    end
  else
    lines << "✅ No anomalies detected"
  end

  lines.join("\n")
end

#to_h ⇒ Object

Convert to hash



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# File 'lib/synthra/quality_metrics.rb', line 354

def to_h
  {
    total_records: total_records,
    uniqueness: uniqueness,
    distribution: distribution,
    completeness: completeness,
    type_consistency: type_consistency,
    realism_score: realism_score,
    patterns: patterns,
    anomalies: anomalies
  }
end

#to_json(*args) ⇒ Object 



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# File 'lib/synthra/quality_metrics.rb', line 367

def to_json(*args)
  to_h.to_json(*args)
end