Class: Eps::DataFrame

Inherits:
Object
  • Object
show all
Defined in:
lib/eps/data_frame.rb

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(data = []) ⇒ DataFrame

Returns a new instance of DataFrame.



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# File 'lib/eps/data_frame.rb', line 6

def initialize(data = [])
  @columns = {}

  if data.is_a?(Eps::DataFrame)
    data.columns.each do |k, v|
      @columns[k] = v
    end
  elsif rover?(data) || daru?(data)
    data.to_h.each do |k, v|
      @columns[k.to_s] = v.to_a
    end
  elsif data.is_a?(Hash)
    data.each do |k, v|
      @columns[k.to_s] = v.to_a
    end
  else
    data = data.to_a if numo?(data)

    if data.any?
      row = data[0]

      if row.is_a?(Hash)
        row.keys.each do |k|
          @columns[k.to_s] = data.map { |r| r[k] }
        end
      elsif row.is_a?(Array)
        row.size.times do |i|
          @columns["x#{i}"] = data.map { |r| r[i] }
        end
      else
        @columns["x0"] = data
      end
    end
  end
end

Instance Attribute Details

#columns ⇒ Object (readonly)

Returns the value of attribute columns.



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# File 'lib/eps/data_frame.rb', line 3

def columns
  @columns
end

#label ⇒ Object

Returns the value of attribute label.



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# File 'lib/eps/data_frame.rb', line 4

def label
  @label
end

#weight ⇒ Object

Returns the value of attribute weight.



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# File 'lib/eps/data_frame.rb', line 4

def weight
  @weight
end

Instance Method Details

#==(other) ⇒ Object 



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# File 'lib/eps/data_frame.rb', line 132

def ==(other)
  columns.keys == other.columns.keys && columns == other.columns
end

#[](rows, cols = nil) ⇒ Object 



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# File 'lib/eps/data_frame.rb', line 70

def [](rows, cols = nil)
  if cols.nil?
    if rows.is_a?(String) || (rows.is_a?(Array) && rows.first.is_a?(String))
      cols = rows
      rows = 0..-1
    end
  end

  if rows.is_a?(Range)
    if rows.end.nil?
      rows = Range.new(rows.begin, size - 1)
    elsif rows.end < 0
      rows = Range.new(rows.begin, size + rows.end, rows.exclude_end?)
    else
      finish = rows.end
      finish -= 1 if rows.exclude_end?
      rows = Range.new(rows.begin, size - 1) if finish >= size - 1
    end
  elsif rows.is_a?(Integer)
    rows = [rows]
  end

  if cols
    if cols.is_a?(Range)
      c = columns.keys

      start_index = c.index(cols.begin)
      raise "Undefined column: #{cols.begin}" unless start_index

      end_index = c.index(cols.end)
      raise "Undefined column: #{cols.end}" unless end_index

      reverse = false
      if start_index > end_index
        reverse = true
        start_index, end_index = end_index, start_index
      end

      cols = c[Range.new(start_index, end_index, cols.exclude_end?)]
      cols.reverse! if reverse
    elsif !cols.is_a?(Array)
      singular = true
      cols = [cols]
    end
  else
    cols = columns.keys
  end

  df = Eps::DataFrame.new

  cols.each do |c|
    raise "Undefined column: #{c}" unless columns.include?(c)

    col = columns[c]
    df.columns[c] = rows.map { |i| col[i] }
  end
  df.label = rows.map { |i| label[i] } if label
  df.weight = rows.map { |i| weight[i] } if weight

  singular ? df.columns[cols[0]] : df
end

#any? ⇒ Boolean

Returns:

  • (Boolean) 


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# File 'lib/eps/data_frame.rb', line 50

def any?
  @columns.any?
end

#dup ⇒ Object 



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# File 'lib/eps/data_frame.rb', line 136

def dup
  df = Eps::DataFrame.new
  columns.each do |k, v|
    df.columns[k] = v
  end
  df.label = label
  df.weight = weight
  df
end

#empty? ⇒ Boolean

Returns:

  • (Boolean) 


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# File 'lib/eps/data_frame.rb', line 42

def empty?
  size == 0
end

#map ⇒ Object 



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# File 'lib/eps/data_frame.rb', line 54

def map
  if @columns.any?
    size.times.map do |i|
      yield @columns.to_h { |k, v| [k, v[i]] }
    end
  end
end

#map_rows ⇒ Object 



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# File 'lib/eps/data_frame.rb', line 62

def map_rows
  if @columns.any?
    size.times.map do |i|
      yield @columns.map { |_, v| v[i] }
    end
  end
end

#size ⇒ Object 



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# File 'lib/eps/data_frame.rb', line 46

def size
  @columns.any? ? columns.values.first.size : 0
end