Class: Charty::TableAdapters::HashAdapter

Inherits:
BaseAdapter
  • Object
show all
Defined in:
lib/charty/table_adapters/hash_adapter.rb

Instance Attribute Summary collapse

Attributes inherited from BaseAdapter

#columns, #index

Class Method Summary collapse

Instance Method Summary collapse

Methods inherited from BaseAdapter

#==, #column?, #column_names, #drop_na, #group_by, #melt, #sort_values

Constructor Details

#initialize(data, columns: nil, index: nil) ⇒ HashAdapter

Returns a new instance of HashAdapter.



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# File 'lib/charty/table_adapters/hash_adapter.rb', line 61

def initialize(data, columns: nil, index: nil)
  case data
  when Hash
    arrays = data.values
    columns ||= data.keys
  when Array
    case data[0]
    when Numeric, String, Time, Date
      arrays = [data]
    when Hash
      columns ||= data.map(&:keys).inject(&:|)
      arrays = columns.map { [] }
      data.each do |record|
        columns.each_with_index do |key, i|
          arrays[i] << record[key]
        end
      end
    when Vector
      arrays = data
    when self.class.method(:array?)
      unsupported_data_format unless data.all?(&self.class.method(:array?))
      arrays = data.map(&:to_a).transpose
    else
      unsupported_data_format
    end
  when ->(x) { defined?(CSV::Table) && x.is_a?(CSV::Table) }
    columns ||= data.headers
    arrays = data.headers.map {|x| data[x] }
  else
    unsupported_data_format
  end

  unless arrays.empty?
    arrays, columns, index = check_data(arrays, columns, index)
  end

  @data = arrays.map.with_index {|a, i| [columns[i], a] }.to_h
  self.columns = columns unless columns.nil?
  self.index = index unless index.nil?
end

Instance Attribute Details

#data ⇒ Object (readonly)

Returns the value of attribute data.



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# File 'lib/charty/table_adapters/hash_adapter.rb', line 150

def data
  @data
end

Class Method Details

.array?(data) ⇒ Boolean

Returns:

  • (Boolean) 


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# File 'lib/charty/table_adapters/hash_adapter.rb', line 28

def self.array?(data)
  case data
  when Charty::Vector
    true
  # TODO: Use vector adapter to detect them:
  when Array, method(:daru_vector?), method(:narray_vector?), method(:nmatrix_vector?),
       method(:numpy_vector?), method(:pandas_series?)
    true
  else
    false
  end
end

.daru_vector?(x) ⇒ Boolean

Returns:

  • (Boolean) 


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# File 'lib/charty/table_adapters/hash_adapter.rb', line 41

def self.daru_vector?(x)
  defined?(Daru::Vector) && x.is_a?(Daru::Vector)
end

.narray_vector?(x) ⇒ Boolean

Returns:

  • (Boolean) 


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# File 'lib/charty/table_adapters/hash_adapter.rb', line 45

def self.narray_vector?(x)
  defined?(Numo::NArray) && x.is_a?(Numo::NArray) && x.ndim == 1
end

.nmatrix_vector?(x) ⇒ Boolean

Returns:

  • (Boolean) 


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# File 'lib/charty/table_adapters/hash_adapter.rb', line 49

def self.nmatrix_vector?(x)
  defined?(NMatrix) && x.is_a?(NMatrix) && x.dim == 1
end

.numpy_vector?(x) ⇒ Boolean

Returns:

  • (Boolean) 


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# File 'lib/charty/table_adapters/hash_adapter.rb', line 53

def self.numpy_vector?(x)
  defined?(Numpy::NDArray) && x.is_a?(Numpy::NDArray) && x.ndim == 1
end

.pandas_series?(x) ⇒ Boolean

Returns:

  • (Boolean) 


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# File 'lib/charty/table_adapters/hash_adapter.rb', line 57

def self.pandas_series?(x)
  defined?(Pandas::Series) && x.is_a?(Pandas::Series)
end

.supported?(data) ⇒ Boolean

Returns:

  • (Boolean) 


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# File 'lib/charty/table_adapters/hash_adapter.rb', line 8

def self.supported?(data)
  case data
  when []
    true
  when Array
    case data[0]
    when Numeric, String, Time, Date
      true
    when Hash
      data.all? {|el| el.is_a? Hash }
    when method(:array?)
      data.all?(&method(:array?))
    end
  when Hash
    true
  when ->(x) { defined?(CSV::Table) && x.is_a?(CSV::Table) }
    true
  end
end

Instance Method Details

#[](row, column) ⇒ Object 



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# File 'lib/charty/table_adapters/hash_adapter.rb', line 176

def [](row, column)
  if row
    @data[column][row]
  else
    case column
    when Array
      slice_data = column.map { |cn|
        [cn, self[nil, cn]]
      }.to_h
      return Charty::Table.new(slice_data, index: self.index)
    when Symbol
      sym_key = column
      str_key = column.to_s
    else
      str_key = String.try_convert(column)
      sym_key = str_key.to_sym
    end

    column_data = if @data.key?(sym_key)
                    @data[sym_key]
                  else
                    @data[str_key]
                  end
    Vector.new(column_data, index: index, name: column)
  end
end

#[]=(key, values) ⇒ Object 



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# File 'lib/charty/table_adapters/hash_adapter.rb', line 203

def []=(key, values)
  case key
  when Symbol
    str_key = key.to_s
    sym_key = key
  else
    str_key = key.to_str
    sym_key = str_key.to_sym
  end

  orig_values = values
  values = Vector.try_convert(values)
  if values.nil?
    raise ArgumentError,
          "`values` must be convertible to Charty::Vector"
  end

  if values.length != self.length
    raise ArgumentError,
          "`values` length does not match the length of the table"
  end

  if @data.key?(sym_key)
    @data[sym_key] = values
  elsif @data.key?(str_key)
    @data[str_key] = values
  elsif key == sym_key
    @data[sym_key] = values
    new_column = sym_key
  else
    @data[str_key] = values
    new_column = sym_key
  end

  if new_column
    self.columns = Index.new([*self.columns, new_column])
  end

  values
end

#column_length ⇒ Object 



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# File 'lib/charty/table_adapters/hash_adapter.rb', line 163

def column_length
  data.length
end

#compare_data_equality(other) ⇒ Object 



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# File 'lib/charty/table_adapters/hash_adapter.rb', line 167

def compare_data_equality(other)
  case other
  when DaruAdapter, PandasDataFrameAdapter
    other.compare_data_equality(self)
  else
    super
  end
end

#each ⇒ Object 



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# File 'lib/charty/table_adapters/hash_adapter.rb', line 244

def each
  i, n = 0, shape[0]
  while i < n
    record = @data.map {|k, v| v[i] }
    yield record
    i += 1
  end
end

#length ⇒ Object 



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# File 'lib/charty/table_adapters/hash_adapter.rb', line 154

def length
  case
  when column_names.empty?
    0
  else
    data[column_names[0]].size
  end
end

#reset_index ⇒ Object 



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# File 'lib/charty/table_adapters/hash_adapter.rb', line 253

def reset_index
  index_name = index.name || :index
  Charty::Table.new({ index_name => index.to_a }.merge(data))
end