Module: TSV

Defined in:
lib/rbbt/tsv.rb,
lib/rbbt/util/R.rb,
lib/rbbt/tsv/csv.rb,
lib/rbbt/tsv/melt.rb,
lib/rbbt/tsv/util.rb,
lib/rbbt/tsv/excel.rb,
lib/rbbt/tsv/index.rb,
lib/rbbt/tsv/attach.rb,
lib/rbbt/tsv/dumper.rb,
lib/rbbt/tsv/filter.rb,
lib/rbbt/tsv/matrix.rb,
lib/rbbt/tsv/parser.rb,
lib/rbbt/tsv/stream.rb,
lib/rbbt/tsv/marshal.rb,
lib/rbbt/tsv/accessor.rb,
lib/rbbt/tsv/change_id.rb,
lib/rbbt/tsv/manipulate.rb,
lib/rbbt/tsv/attach/util.rb,
lib/rbbt/tsv/field_index.rb,
lib/rbbt/tsv/serializers.rb,
lib/rbbt/association/item.rb,
lib/rbbt/tsv/parallel/through.rb,
lib/rbbt/tsv/parallel/traverse.rb

Defined Under Namespace

Modules: XLS, XLSX Classes: BinarySerializer, CleanSerializer, Dumper, FloatArraySerializer, FloatSerializer, IntegerArraySerializer, IntegerSerializer, Parser, StrictFloatArraySerializer, StrictIntegerArraySerializer, StringArraySerializer, StringDoubleArraySerializer, StringSerializer, TSVMarshalSerializer, TSVSerializer, Traverser

Constant Summary collapse

TSV_SERIALIZER = 
YAML
SERIALIZED_NIL = 
TSV_SERIALIZER.dump nil
KEY_PREFIX =

{{{ TSV ENTRIES and ENTRY_KEYS

"__tsv_hash_"
ENTRIES = 
[]
ENTRY_KEYS = 
Set.new
NIL_VALUE = 
"NIL_VALUE"
SERIALIZER_ALIAS = 
{
  :integer => IntegerSerializer, 
  :float => FloatSerializer, 
  :integer_array => IntegerArraySerializer,
  :float_array => FloatArraySerializer,
  :strict_integer_array => StrictIntegerArraySerializer,
  :strict_float_array => StrictFloatArraySerializer,
  :marshal => Marshal,
  :single => StringSerializer,
  :string => StringSerializer,
  :list => StringArraySerializer,
  :flat => StringArraySerializer,
  :double => StringDoubleArraySerializer,
  :clean => CleanSerializer,
  :binary => BinarySerializer,
  :tsv => TSVSerializer,
  :marshal_tsv => TSVMarshalSerializer
}

Class Attribute Summary collapse

Instance Attribute Summary collapse

Class Method Summary collapse

Instance Method Summary collapse

Class Attribute Details

.field_index_dir ⇒ Object

Returns the value of attribute field_index_dir.



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# File 'lib/rbbt/tsv/field_index.rb', line 4

def field_index_dir
  @field_index_dir
end

.lock_dir ⇒ Object

Returns the value of attribute lock_dir.



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# File 'lib/rbbt/tsv.rb', line 25

def lock_dir
  @lock_dir
end

.unnamed ⇒ Object

Returns the value of attribute unnamed.



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# File 'lib/rbbt/tsv.rb', line 25

def unnamed
  @unnamed
end

Instance Attribute Details

#entity_options ⇒ Object

Returns the value of attribute entity_options.



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# File 'lib/rbbt/tsv/accessor.rb', line 11

def entity_options
  @entity_options
end

#entity_templates ⇒ Object

Returns the value of attribute entity_templates.



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# File 'lib/rbbt/tsv/accessor.rb', line 11

def entity_templates
  @entity_templates
end

#field_indices ⇒ Object

Returns the value of attribute field_indices.



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# File 'lib/rbbt/tsv/field_index.rb', line 10

def field_indices
  @field_indices
end

#monitor ⇒ Object

Returns the value of attribute monitor.



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# File 'lib/rbbt/tsv/manipulate.rb', line 3

def monitor
  @monitor
end

#serializer_module ⇒ Object

Returns the value of attribute serializer_module.



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# File 'lib/rbbt/tsv/accessor.rb', line 11

def serializer_module
  @serializer_module
end

#unnamed ⇒ Object

Returns the value of attribute unnamed.



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# File 'lib/rbbt/tsv/accessor.rb', line 11

def unnamed
  @unnamed
end

Class Method Details

._clean_float(v) ⇒ Object 



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# File 'lib/rbbt/tsv/excel.rb', line 14

def self._clean_float(v)
  case v
  when Float
    v.to_s.sub(/e(-?\d+)$/,'E\1')
  when String
    if v =~ /^-?[\d\.]+e(-?\d+)$/
      v.sub(/e(-?\d+)$/,'E\1') 
    else
      v
    end
  else
    v
  end
end

._excel_data(tsv, options = {}) ⇒ Object 



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# File 'lib/rbbt/tsv/excel.rb', line 30

def self._excel_data(tsv, options ={})
  options = Misc.add_defaults options, :sep2 => ', '

  name = Misc.process_options options, :name
  sep2 = Misc.process_options options, :sep2
  unmerge = Misc.process_options options, :unmerge
  sort_by = Misc.process_options options, :sort_by
  sort_by_cast = Misc.process_options options, :sort_by_cast
  remove_links = Misc.process_options options, :remove_links

  i = 1
  if sort_by
    if sort_by_cast
      data = tsv.sort_by sort_by do |k, v| 
        if Array === v
          v.first.send(sort_by_cast)
        else
          v.send(sort_by_cast)
        end
      end
    else
      data = tsv.sort_by sort_by
    end
  else
    data = tsv
  end

  rows = []
  data.through do |key, values|
    cells = []
    cells.push((name and key.respond_to?(:name)) ?  key.name || key : key )

    values = [values] unless Array === values
    values.each do |value|
      v = (name and value.respond_to?(:name)) ?  value.name || value : value 
      if Array === v
        v = v.collect{|_v| _remove_link(_v)} if remove_links
        v = v.collect{|_v| _clean_float(_v)} 
        if unmerge
          cells.push v
        else
          cells.push v * sep2
        end
      else
        v = _remove_link(v) if remove_links
        cells.push v
      end
    end

    rows << cells
    i += 1
  end
  if unmerge
    new_rows = []
    rows.each do |row|
      header = row.shift
      Misc.zip_fields(row).each do |values|
        new_rows << [header] + values
      end
    end
    rows = new_rows
  end
  [tsv.all_fields, rows]
end

._extended(data) ⇒ Object 



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# File 'lib/rbbt/tsv/accessor.rb', line 133

def self._extended(data)
  if not data.respond_to? :write
    class << data
      attr_accessor :writable

    end
  end
end

._remove_link(value) ⇒ Object 



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# File 'lib/rbbt/tsv/excel.rb', line 6

def self._remove_link(value)
  if value =~ /<([\w]+)[^>]*>(.*?)<\/\1>/
    $2
  else
    value
  end
end

.abort_stream(file, exception = nil) ⇒ Object 



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# File 'lib/rbbt/tsv/util.rb', line 89

def self.abort_stream(file, exception = nil)
  return if file.nil?
  if defined? Step and Step === file
    if exception
      file.exception exception 
    else
      if not (file.aborted? or file.done?)
        file.abort 
      end
    end
  elsif Hash === file or Array === file
    return
  else
    stream = get_stream(file)
    stream.abort(exception) if stream.respond_to? :abort
    AbortedStream.setup(stream, exception) unless stream.respond_to?(:exception) && stream.exception
  end
end

.build_traverse_index(files, options = {}) ⇒ Object 



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# File 'lib/rbbt/tsv/attach/util.rb', line 327

def self.build_traverse_index(files, options = {})
  options       = Misc.add_defaults options, :in_namespace => false, :persist_input => true
  in_namespace  = options[:in_namespace]
  persist_input = options[:persist_input]

  path = find_path(files, options)

  return nil if path.nil?

  traversal_ids = path.collect{|p| p.first}

  Log.debug "Found Traversal: #{traversal_ids * " => "}"

  index_for_traversal path, persist_input
end

.change_key(tsv, format, options = {}, &block) ⇒ Object 



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# File 'lib/rbbt/tsv/change_id.rb', line 6

def self.change_key(tsv, format, options = {}, &block)
  options = Misc.add_defaults options, :persist => false, :identifiers => tsv.identifiers

  identifiers, persist_input = Misc.process_options options, :identifiers, :persist_input

  identifiers = Organism.identifiers(tsv.namespace) if identifiers.nil? && tsv.namespace && 
    defined?(Organism) && Organism.identifiers(tsv.namespace).exists?

  if ! tsv.fields.include?(format)
    new = {}
    tsv.each do |k,v|
      if v === String or v === Array
        new[k] = v.dup 
      else
        new[k] = v
      end
    end
    orig_fields = tsv.fields
    tsv = tsv.annotate new
    new.fields = new.fields.collect{|f| "TMP-" << f }

    orig_type = tsv.type 
    tsv = tsv.to_double if orig_type != :double

    if Array === identifiers
      tsv = tsv.attach identifiers.first, :fields => [format], :persist_input => true, :identifiers => identifiers.last
    else
      tsv = tsv.attach identifiers, :fields => [format], :persist_input => true
    end


    tsv = tsv.reorder(format, tsv.fields[0..-2])

    tsv = tsv.to_flat  if orig_type == :flat

    tsv = tsv.to_list(&block)  if orig_type == :list

    tsv.fields = orig_fields

    tsv
  else
    tsv.reorder(format)
  end
end

.collapse_stream(input, options = {}, &block) ⇒ Object 



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# File 'lib/rbbt/tsv/stream.rb', line 4

def self.collapse_stream(input, options = {}, &block)
  options = Misc.add_defaults options, :sep => "\t", :header_hash => '#', :uniq => true
  input_stream = TSV.get_stream input

  header_hash = options[:header_hash]
  cmd_args = options[:uniq] ? "-u" : nil

  sorted_input_stream = Misc.sort_stream input_stream, header_hash, cmd_args

  parser = TSV::Parser.new(sorted_input_stream, options.dup)
  dumper = TSV::Dumper.new parser
  header = TSV.header_lines(parser.key_field, parser.fields, parser.options)
  dumper.close_in
  dumper.close_out
  dumper.stream = Misc.collapse_stream parser.stream, parser.first_line, parser.sep, header, &block
  dumper
end

.csv(obj, options = {}) ⇒ Object 



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# File 'lib/rbbt/tsv/csv.rb', line 4

def self.csv(obj, options = {}) 
  options = Misc.add_defaults IndiferentHash.setup(options.dup), :headers => true, :type => :list
  headers = options[:headers]

  noheaders = ! headers

  type = options.delete :type
  cast = options.delete :cast
  merge = options.delete :merge
  key_field = options.delete :key_field
  fields = options.delete :fields
  
  if key_field || fields
    orig_type = type
    type = :double
    merge = true
  end

  options[:headers] = false

  csv = case obj
        when Path
          CSV.read obj.find.open, options
        when String
          if Open.remote?(obj)
            CSV.read Open.open(obj), options
          elsif Misc.is_filename?(obj)
            CSV.read obj, options
          else
            CSV.new obj, **options
          end
        else
          CSV.new obj, **options
        end

  tsv = if noheaders
          TSV.setup({}, :key_field => nil, :fields => nil, :type => type)
        else
          key, *csv_fields = csv.shift
          TSV.setup({}, :key_field => key, :fields => csv_fields, :type => type)
        end

  csv.each_with_index do |row,i|
    if noheaders
      key, values = ["row-#{i}", row]
    else
      key, *values = row
    end
    
    if cast
      values = values.collect{|v| v.send cast }
    end

    case type
    when :double, :flat
      tsv.zip_new(key, values)
    when :single
      tsv[key] = values.first
    when :list
      tsv[key] = values
    end
  end

  if key_field || fields
    tsv = tsv.reorder(key_field, fields, :zipped => true, :merge => true)
    if tsv.type != orig_type
      tsv = case orig_type
            when :list
              tsv.to_list
            when :single
              tsv.to_single
            when :list
              tsv.to_list
            when :flat
              tsv.to_flat
            end
    end
  end

  tsv
end

.entry(*entries) ⇒ Object 



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# File 'lib/rbbt/tsv/accessor.rb', line 159

def self.entry(*entries)
  entries = entries.collect{|entry| entry.to_s}
  ENTRIES.concat entries
  entries.each do |entry|
    key = KEY_PREFIX + entry
    ENTRY_KEYS << key
    var_name = ("@" << entry).to_sym

    TSV.send(:define_method, entry) do
      return instance_variable_get(var_name) if instance_variables.include? var_name
      svalue = self.send(:[], key, :entry_key)
      value = load_entry_value(svalue)
      instance_variable_set(var_name, value)
      value
    end

    TSV.send(:define_method, entry + "=") do |value|
      instance_variable_set(var_name, value)
      value = value.to_s if Path === value
      self.send(:[]=, key, dump_entry_value(value), :entry_key)
      value
    end

  end
end

.excel(filename, options = {}) ⇒ Object 



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# File 'lib/rbbt/tsv/excel.rb', line 294

def self.excel(filename, options = {})
  if filename =~ /\.xlsx$/
    xlsx(filename, options)
  else
    xls(filename, options)
  end
end

.excel2tsv(filename, options = {}) ⇒ Object 



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# File 'lib/rbbt/tsv/excel.rb', line 302

def self.excel2tsv(filename, options ={})
  excel(filename, options)
end

.field_match_counts(file, values, options = {}) ⇒ Object 



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# File 'lib/rbbt/tsv/util.rb', line 37

def self.field_match_counts(file, values, options = {})
  options = Misc.add_defaults options, :persist_prefix => "Field_Matches"
  persist_options = Misc.pull_keys options, :persist

  filename = TSV === file ? file.filename : file
  path = Persist.persist filename, :string, persist_options.merge(:no_load => true) do
    tsv = TSV === file ? file : TSV.open(file, options)

    text = ""
    fields = nil
    tsv.tap{|e| e.unnamed =  true; fields = e.fields}.through do |gene, names|
      names.zip(fields).each do |list, format|
        list = [list] unless Array === list
        list.delete_if do |name| name.empty? end
        next if list.empty?
        text << list.collect{|name| [name, format] * "\t"} * "\n" << "\n"
      end
      text << [gene, tsv.key_field] * "\t" << "\n"
    end
    text
  end

  TmpFile.with_file(values.uniq * "\n", false) do |value_file|
    cmd = "cat '#{ path }' | sed 's/\\t/\\tHEADERNOMATCH/' | grep -w -F -f '#{ value_file }' | sed 's/HEADERNOMATCH//' |sort -u|cut -f 2  |sort|uniq -c|sed 's/^ *//;s/ /\t/'"
    begin
      TSV.open(CMD.cmd(cmd), :key_field => 1, :fields => [0], :type => :single, :cast => :to_i)
    rescue
      Log.exception $!
      TSV.setup({}, :type => :single, :cast => :to_i)
    end
  end
end

.find_path(files, options = {}) ⇒ Object

May make an extra index!



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# File 'lib/rbbt/tsv/attach/util.rb', line 243

def self.find_path(files, options = {})
  options      = Misc.add_defaults options, :in_namespace => false
  in_namespace = options[:in_namespace]

  if in_namespace
    if files.first.all_fields.include? in_namespace
      ids = [[in_namespace]]
    else
      ids = [files.first.all_namespace_fields(in_namespace)]
    end
    ids += files[1..-1].collect{|f| f.all_fields}
  else
    ids = files.collect{|f| f.all_fields }
  end

  id_list = []

  ids.each_with_index do |list, i|
    break if i == ids.length - 1
    match = list.select{|field| 
      ids[i + 1].select{|f| Misc.match_fields(field, f) }.any?
    }
    return nil if match.empty?
    id_list << match.first
  end

  if ! Misc.match_fields(id_list.last, files.last.all_fields.first)
    id_list << files.last.all_fields.first
    id_list.zip(files)
  else
    id_list.zip(files[0..-1])
  end
end

.find_traversal(tsv1, tsv2, options = {}) ⇒ Object 



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# File 'lib/rbbt/tsv/attach/util.rb', line 344

def self.find_traversal(tsv1, tsv2, options = {})
  options      = Misc.add_defaults options, :in_namespace => false
  in_namespace = options[:in_namespace]

  identifiers1 = tsv1.identifier_files || []
  identifiers1 += [options[:identifiers]].flatten if options[:identifiers]
  identifiers2 = tsv2.identifier_files || []

  identifiers1.unshift tsv1
  identifiers2.unshift tsv2

  files1 = []
  files2 = []
  while identifiers1.any?
    files1.push identifiers1.shift
    identifiers2.each_with_index do |e,i|
      files2 = identifiers2[(0..i)]
      index  = build_traverse_index(files1 + files2.reverse, options)
      return index if not index.nil?
    end
  end

  return nil
end

.get_filename(file) ⇒ Object 



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# File 'lib/rbbt/tsv/util.rb', line 70

def self.get_filename(file)
  case
  when (defined? Step and Step === file)
    file.path
  when Path === file
    file
  when (String === file and (Open.exists? file or Open.remote? file))
    file
  when String === file 
    "String-#{Misc.digest file}"
  when file.respond_to?(:filename)
    file.filename
  when file.respond_to?(:gets)
    nil
  else
    raise "Cannot get filename from: #{file.inspect}"
  end
end

.get_stream(file, open_options = {}) ⇒ Object 



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# File 'lib/rbbt/tsv/util.rb', line 108

def self.get_stream(file, open_options = {})
  case file
  when Zlib::GzipReader
    file
  when (defined? Bgzf and Bgzf)
    file
  when TSV
    file.dumper_stream
  when TSV::Dumper
    file.stream
  when TSV::Parser
    file.stream
  when Path
    file.open(open_options)
  when (defined? Tempfile and Tempfile)
    begin
      pos = file.pos
      file.rewind if file.respond_to?(:rewind) and pos != 0
    rescue Exception
    end
    file
  when IO, StringIO, File
    begin
      pos = file.pos
      file.rewind if file.respond_to?(:rewind) and pos != 0
    rescue
    end
    file
  when String
    if Open.remote?(file) || Open.ssh?(file) || Open.exist?(file) 
      Open.open(file, open_options)
    else
      StringIO.new file
    end
  when (defined? Step and Step)
    if file.respond_to?(:base_url) 
      if file.result and IO === file.result
        file.result
      else
        file.join
        get_stream(file.path, open_options.merge(:nocache => true))
      end
    else
      file.grace

      stream = file.get_stream
      if stream && ! stream.closed?
        stream
      else
        file.join
        raise "Aborted stream from Step #{file.path}" if file.aborted?
        raise "Exception in stream from Step #{file.path}: #{file.messages.last}" if file.error?
        get_stream(file.path, open_options)
      end
    end
  when Array
    Misc.open_pipe do |sin|
      file.each do |l|
        sin.puts l
      end
    end
  when Set
    get_stream(file.to_a, open_options)
  when Enumerable
    file
  else
    raise "Cannot get stream from: #{file.inspect}"
  end
end

.get_streams_to_close(obj) ⇒ Object 



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# File 'lib/rbbt/tsv/parallel/traverse.rb', line 593

def self.get_streams_to_close(obj)
  close_streams = []
  case obj
  when IO, File
    close_streams << obj
  when TSV::Parser
  when TSV::Dumper
    close_streams << obj.result.in_stream
  when (defined? Step and Step)
    obj.mutex.synchronize do
      case obj.result
      when IO
        close_streams << obj.result
      when TSV::Dumper
        close_streams << obj.result.in_stream
      end
    end
    obj.inputs.each do |input|
      close_streams = get_streams_to_close(input) + close_streams
    end
    obj.dependencies.each do |dependency|
      close_streams = get_streams_to_close(dependency) + close_streams
    end
  end 
  close_streams
end

.guess_id(identifier_file, values, options = {}) ⇒ Object 



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# File 'lib/rbbt/tsv/util.rb', line 32

def self.guess_id(identifier_file, values, options = {})
  field_matches = TSV.field_match_counts(identifier_file, values, options)
  field_matches.sort_by{|field, count| count.to_i}.last
end

.guess_max(obj) ⇒ Object 



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# File 'lib/rbbt/tsv/parallel/traverse.rb', line 18

def self.guess_max(obj)
  begin
    case obj
    when (defined? Step and Step)
      if obj.done?
        path = obj.path
        path = path.find if path.respond_to? :find
        if File.exist? path
          CMD.cmd("wc -l '#{path}'").read.to_i 
        else
          nil
        end
      else
        nil
      end
    when TSV
      obj.length
    when Array, Hash
      obj.size
    when File
      return nil if Open.gzip?(obj) or Open.bgzip?(obj)
      CMD.cmd("wc -l '#{obj.path}'").read.to_i
    when Path, String
      obj = obj.find if Path === obj
      if File.exist? obj
        return nil if Open.gzip?(obj) or Open.bgzip?(obj)
        CMD.cmd("wc -l '#{obj}'").read.to_i
      else
        nil
      end
    end
  rescue Exception
    Log.exception $!
    nil
  end
end

.header_lines(key_field, fields, entry_hash = nil) ⇒ Object 



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# File 'lib/rbbt/tsv/util.rb', line 212

def self.header_lines(key_field, fields, entry_hash = nil)
  if Hash === entry_hash 
    sep = entry_hash[:sep] ? entry_hash[:sep] : "\t"
    preamble = entry_hash[:preamble]
    header_hash = entry_hash[:header_hash]
  end

  header_hash = "#" if header_hash.nil?

  preamble = "#: " << Misc.hash2string(entry_hash.merge(:key_field => nil, :fields => nil)) << "\n" if preamble.nil? and entry_hash and entry_hash.values.compact.any?

  str = "" 
  str << preamble.strip << "\n" if preamble and not preamble.empty?
  if fields
    if fields.empty?
      str << header_hash << (key_field || "ID").to_s << "\n" 
    else
      str << header_hash << (key_field || "ID").to_s << sep << (fields * sep) << "\n" 
    end
  end

  str
end

.identify_field(key_field, fields, field) ⇒ Object 



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# File 'lib/rbbt/tsv/util.rb', line 178

def self.identify_field(key_field, fields, field)
  case field
  when nil
    :key
  when Symbol
    field == :key ? field : identify_field(key_field, fields, field.to_s)
  when Integer
    field
  when (fields.nil? and String)
    raise "No field information available and specified field not numeric: #{ field }" unless field =~ /^\d+$/
    identify_field(key_field, fields, field.to_i)
  when String
    return :key if key_field == field
    pos = fields.index field
    return pos if pos
    return identify_field(key_field, fields, field.to_i) if field =~ /^\d+$/
    if fields.select{|f| f.include?("(") }.any?
      simplify_fields = fields.collect do |f|
        if m = f.match(/(.*)\s+\(.*\)/)
          m[1]
        else
          f
        end
      end
      return identify_field(key_field, simplify_fields, field)
    end
    raise "Field '#{ field }' was not found. Options: (#{key_field || "NO_KEY_FIELD"}), #{(fields || ["NO_FIELDS"]) * ", "}" if pos.nil?
  else
    raise "Field '#{ field }' was not found. Options: (#{key_field || "NO_KEY_FIELD"}), #{(fields || ["NO_FIELDS"]) * ", "}"
  end
end

.incidence(tsv) ⇒ Object 



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# File 'lib/rbbt/association/item.rb', line 224

def self.incidence(tsv)
  AssociationItem.incidence Association.index(tsv, :persist => false).keys
end

.index(file, options = {}) ⇒ Object 



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# File 'lib/rbbt/tsv/index.rb', line 125

def self.index(file, options = {})
  persist_options = Misc.pull_keys options, :persist
  persist_options[:prefix] ||= "StaticIndex[#{options[:target] || :key}]"

  Log.debug "Static Index: #{ file } - #{Misc.fingerprint options}"
  Persist.persist_tsv nil, file, options, persist_options do |data|
    data_options = Misc.pull_keys options, :data
    data_options[:grep] ||= data_options[:tsv_grep] if data_options[:tsv_grep]
    identifiers = TSV.open(file, data_options)
    identifiers.with_monitor :desc => "Creating Index for #{ file }" do
      identifiers.index(options.merge :persist_data => data, :persist => persist_options[:persist])
    end
  end
end

.index_for_traversal(path, persist_input = false) ⇒ Object 



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# File 'lib/rbbt/tsv/attach/util.rb', line 277

def self.index_for_traversal(path, persist_input = false)
  data_key, data_file = path.shift
  data_index = if data_key == data_file.key_field
                 Log.debug "Data index not required '#{data_file.key_field}' => '#{data_key}'"
                 nil
               else
                 Log.debug "Data index required"
                 data_file.index :target => data_key, :fields => [data_file.key_field], :persist => false, :type => (data_file.type == :single ? :single : :flat)
               end

  current_index = data_index
  current_key   = data_key
  while not path.empty?
    next_key, next_file = path.shift

    next_fields = next_file.all_fields
    corrected_next_key = next_fields.select{|f| Misc.match_fields(f, next_key)}.first
    corrected_current_key = next_fields.select{|f| Misc.match_fields(f, current_key)}.first 

    if current_index.nil?
      current_index = next_file.index(:target => corrected_next_key, :fields => [corrected_current_key], :persist => persist_input)
      current_index = current_index.select :key => data_file.keys
    else
      next_index = next_file.index :target => next_key, :fields => [current_key], :persist => persist_input

      next_index.with_unnamed do
        current_index.with_unnamed do
          current_index.process current_index.fields.first do |values|
            if values.nil?
              nil
            else
              new_values = next_index.values_at(*values).flatten
              if current_index.type == :single
                new_values.first
              else
                new_values
              end
            end
          end
          current_index.fields = [next_key]
        end
      end
    end
    current_key = next_key
  end

  current_index

end

.melt(tsv, key_field, header_field, fields, *info_fields, &block) ⇒ Object 



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# File 'lib/rbbt/tsv/melt.rb', line 2

def self.melt(tsv, key_field, header_field, fields, *info_fields, &block)
  dumper = TSV::Dumper.new :key_field => "ID", :fields => [key_field] + info_fields, :type => :list
  dumper.init
  TSV.traverse tsv, :into => dumper, :fields => info_fields do |k,values|
    values = [values] if tsv.type == :single
    values = values.collect{|v| [v]} if tsv.type == :list
    values = Misc.zip_fields(values) if tsv.type == :double

    res = []
    values.each_with_index do |value,i|
      info_values = if block_given?
                      new = block.call value
                      next if new.nil?
                      new
                    else
                      value
                    end
      
      info_values = [info_values] unless tsv.type == :double
      id = [k, i] * ":"
      res << [id, [k] + [info_values].flatten]
    end
    res.extend MultipleResult
    res
  end
end

.merge_different_fields(file1, file2, output, options = {}) ⇒ Object

Merge two files with the same keys and different fields



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# File 'lib/rbbt/tsv/attach.rb', line 66

def self.merge_different_fields(file1, file2, output, options = {})
  options = Misc.add_defaults options, :sep => "\t"
  monitor, key_field, fields = Misc.process_options options, :monitor, :key_field, :fields
  sep = options[:sep] || "\t"

  case
  when (String === file1 and not file1 =~ /\n/ and file1.length < 250 and File.exist?(file1))
    size = CMD.cmd("wc -c '#{file1}'").read.to_f if monitor
    file1 = CMD.cmd("env LC_ALL=C sort -k1,1 -t'#{sep}' #{ file1 } | grep -v '^#{sep}' ", :pipe => true)
  when (String === file1 or StringIO === file1)
    size = file1.length if monitor
    file1 = CMD.cmd("env LC_ALL=C sort -k1,1 -t'#{sep}' | grep -v '^#{sep}'", :in => file1, :pipe => true)
  when TSV === file1
    size = file1.size if monitor
    file1 = CMD.cmd("env LC_ALL=C sort -k1,1 -t'#{sep}' | grep -v '^#{sep}'", :in => file1.to_s(:sort, true), :pipe => true)
  end

  case
  when (String === file2 and not file2 =~ /\n/ and file2.length < 250 and File.exist?(file2))
    file2 = CMD.cmd("env LC_ALL=C sort -k1,1 -t'#{sep}' #{ file2 } | grep -v '^#{sep}' ", :pipe => true)
  when (String === file2 or StringIO === file2)
    file2 = CMD.cmd("env LC_ALL=C sort -k1,1 -t'#{sep}' | grep -v '^#{sep}'", :in => file2, :pipe => true)
  when TSV === file2
    file2 = CMD.cmd("env LC_ALL=C sort -k1,1 -t'#{sep}' | grep -v '^#{sep}'", :in => file2.to_s(:sort, true), :pipe => true)
  end

  begin
    output = File.open(output, 'w') if String === output

    cols1 = nil
    cols2 = nil

    done1 = false
    done2 = false

    key1 = key2 = nil
    while key1.nil?
      while (line1 = file1.gets) =~ /^#/
        key_field1, *fields1 = line1.chomp.sub('#','').split(sep)
      end
      key1, *parts1 = line1.sub("\n",'').split(sep, -1)
      cols1 = parts1.length
    end

    while key2.nil?
      while (line2 = file2.gets) =~ /^#/
        key_field2, *fields2 = line2.chomp.sub('#','').split(sep)
      end
      key2, *parts2 = line2.sub("\n",'').split(sep, -1)
      cols2 = parts2.length
    end

    #progress_monitor = Progress::Bar.new(size, 0, 100, "Merging fields") if monitor
    progress_monitor = Log::ProgressBar.new(size, :desc => "Merging fields") if monitor

    entry_hash = options
    entry_hash.delete :sep if entry_hash[:sep] == "\t"
    output.puts TSV.header_lines key_field1, fields1 + fields2, entry_hash if key_field1 and fields1 and fields2

    key = key1 < key2 ? key1 : key2
    parts = [""] * (cols1 + cols2)
    while not (done1 and done2)
      while (not done1 and key1 == key)
        parts1.each_with_index do |part, i|
          parts[i] = (parts[i].nil? or parts[i].empty?) ? part : parts[i] << "|" << part
        end
        key1 = nil
        while key1.nil? and not done1
          if file1.eof?; done1 = true; else key1, *parts1 = file1.gets.sub("\n",'').split(sep, -1) end
        end
        progress_monitor.tick if monitor
      end
      while (not done2 and key2 == key)
        parts2.each_with_index do |part, i|
          i += cols1
          parts[i] = (parts[i].nil? or parts[i].empty?) ? part : parts[i] << "|" << part
        end
        key2 = nil
        while key2.nil? and not done2
          if file2.eof?; done2 = true; else key2, *parts2 = file2.gets.sub("\n",'').split(sep, -1) end
        end
      end

      output.puts [key, parts].flatten * sep
      parts = [""] * (cols1 + cols2)

      case
      when done1
        key = key2
      when done2
        key = key1
      else
        key = key1 < key2 ? key1 : key2
      end
    end

    output.close
    file1.join if file1.respond_to? :join
    file2.join if file2.respond_to? :join
  rescue
    file1.abort if file1.respond_to? :abort
    file2.abort if file2.respond_to? :abort
    file1.join if file1.respond_to? :join
    file2.join if file2.respond_to? :join
  end
end

.merge_paste(files, delim = "$") ⇒ Object

Merge columns from different files



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# File 'lib/rbbt/tsv/attach.rb', line 174

def self.merge_paste(files, delim = "$")
  CMD.cmd("paste #{ files.collect{|f| "'#{f}'"} * " "} -d'#{delim}' |sed 's/#{delim}[^\\t]*//g'", :pipe => true)
end

.merge_row_fields(input, output, options = {}) ⇒ Object

Merge columns from different rows of a file



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# File 'lib/rbbt/tsv/attach.rb', line 6

def self.merge_row_fields(input, output, options = {})
  options = Misc.add_defaults options, :sep => "\t"
  key_field, fields = Misc.process_options options, :key_field, :fields
  sep = options[:sep]

  is = case
       when (String === input and not input.index("\n") and input.length < 250 and File.exist?(input))
         CMD.cmd("env LC_ALL=C sort -k1,1 -t'#{sep}' #{ input } | grep -v '^#{sep}' ", :pipe => true)
       when (String === input or StringIO === input)
         CMD.cmd("env LC_ALL=C sort -k1,1 -t'#{sep}' | grep -v '^#{sep}'", :in => input, :pipe => true)
       else
         input
       end

  if key_field.nil? or fields.nil?
    parser = TSV::Parser.new(is, options.dup)
    fields ||= parser.fields
    key_field ||= parser.key_field
    line = parser.first_line
  else
    line = is.gets
  end
 
  current_key  = nil
  current_parts = []

  done = false
  Open.write(output) do |os|
    options.delete :sep if options[:sep] == "\t"
    header_lines = TSV.header_lines(key_field, fields, options) 
    os.puts header_lines unless header_lines.empty?

    while line
      key, *parts = line.sub("\n",'').split(sep, -1)
      current_key ||= key
      case
      when key.nil?
      when current_key == key
        parts.each_with_index do |part,i|
          if current_parts[i].nil?
            current_parts[i] = part
          else
            current_parts[i] = current_parts[i] << "|" << part
          end
        end
      when current_key != key
        os.puts [current_key, current_parts].flatten * sep
        current_key = key
        current_parts = parts
      end

      line = is.gets
    end

    os.puts [current_key, current_parts].flatten * sep unless current_key.nil?

  end
end

.obj_stream(obj) ⇒ Object 



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# File 'lib/rbbt/tsv/parallel/traverse.rb', line 3

def self.obj_stream(obj)
  case obj
  when nil
    nil
  when (defined? Step and Step)
    obj.result
  when IO, File, Zlib::GzipReader, Bgzf
    obj
  when TSV::Dumper
    obj.stream
  when TSV::Parser
    obj.stream
  end
end

.open(source, type = nil, options = nil) ⇒ Object

options shift if type.nil?



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# File 'lib/rbbt/tsv.rb', line 67

def self.open(source, type = nil, options = nil)
  type, options = nil, type if options.nil? and (Hash === type or (String === type and type.include? "~"))
  options = TSV.str2options(options) if String === options and options.include? "~"
  options ||= {}
  options[:type] ||= type unless type.nil?
  options[:zipped] = true if options[:one2one]

  persist_options = Misc.pull_keys options, :persist

  raise "TSV source is nil" if source.nil?

  filename = get_filename source
  serializer = Misc.process_options options, :serializer
  unnamed = Misc.process_options options, :unnamed
  entity_options = Misc.process_options options, :entity_options


  Log.debug "TSV open: #{ filename } - #{Misc.fingerprint options }.#{unnamed ? " [unnamed]" : "[not unnamed]"}"

  data = nil

  lock_filename = filename.nil? ? nil : Persist.persistence_path(filename + '.open', {:dir => TSV.lock_dir})
  Misc.lock lock_filename  do
    data = Persist.persist_tsv source, filename, options, persist_options do |data|
      if serializer
        data.extend TSV unless TSV === data
        data.serializer = serializer
      end

      tsv_grep = Misc.process_options options, :tsv_grep
      tsv_grep ||= Misc.process_options options, :grep
      open_options = Misc.pull_keys options, :open

      stream = get_stream source, options.merge(open_options)
      parse stream, data, options.merge(:tsv_grep => tsv_grep)

      if ! open_options[:noclose]
        stream.close unless stream.closed?
        stream.join if stream.respond_to?(:join)
      end

      data.filename = filename.to_s unless filename.nil?

      if data.identifiers.nil? and Path === filename and filename.identifier_file_path
        data.identifiers = filename.identifier_file_path.find if filename.identifier_file_path.exists?
      end

      data
    end
  end


  data.unnamed = unnamed unless unnamed.nil?

  data.entity_options = entity_options

  if Path === source && data.identifiers
    Path.setup(data.identifiers, source.pkgdir, source.resource)
  end

  if data.respond_to? :persistence_path
    data.read
    data
  else
    h = data.dup
    data.clear
    data.annotate h
  end
end

.parse(stream, data, options = {}) ⇒ Object 



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# File 'lib/rbbt/tsv.rb', line 156

def self.parse(stream, data, options = {})

  parser = Misc.process_options options, :parser
  parser = TSV::Parser.new stream, options if parser.nil?

  # dump with tchmgr
  if defined? TokyoCabinet and TokyoCabinet::HDB === data and parser.straight and
    data.close
    begin
      bin = 'tchmgr'
      CMD.cmd("#{bin} version", :log => false)
      FileUtils.mkdir_p File.dirname(data.persistence_path)
      CMD.cmd("#{bin} importtsv '#{data.persistence_path}'", :in => stream, :log => false, :dont_close_in => true)
    rescue
      Log.debug("tchmgr importtsv failed for: #{data.persistence_path}")
    end
    data.write
  end

  # make TSV
  data.extend TSV unless TSV === data
  data.unnamed = true

  # choose serializer
  if data.serializer == :type
    data.serializer = case
                      when parser.cast.nil?
                        data.serializer = parser.type
                      when (parser.cast == :to_i and (parser.type == :list or parser.type == :flat))
                        data.serializer = :integer_array
                      when (parser.cast == :to_i and parser.type == :single)
                        data.serializer = :integer
                      when (parser.cast == :to_f and parser.type == :single)
                        data.serializer = :float
                      when (parser.cast == :to_f and (parser.type == :list or parser.type == :flat))
                        data.serializer = :float_array
                      else
                        data.serializer = :marshal
                      end
  end

  parser.traverse(options) do |key,values|
    parser.add_to_data data, key, values
  end

  # setup the TSV
  parser.setup data

  data.unnamed = false

  data
end

.parse_header(stream, options = {}) ⇒ Object 



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# File 'lib/rbbt/tsv.rb', line 137

def self.parse_header(stream, options = {})
  case
  when Path === stream 
    stream.open do |f|
      f.no_fail = true if ConcurrentStream === f
      Parser.new f, options
    end
  when (String === stream and stream.length < 300 and (Open.exists? stream or Open.remote? stream))
    Open.open(stream) do |f|
      f.no_fail = true if ConcurrentStream === f
      Parser.new f, options
    end
  else
    filename = stream.respond_to?(:filename) ? stream.filename : Misc.fingerprint(stream)
    Log.debug("Parsing header of open stream: #{filename}")
    Parser.new stream, options
  end
end

.paste_streams(streams, options = {}) ⇒ Object 



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# File 'lib/rbbt/tsv/stream.rb', line 22

def self.paste_streams(streams, options = {})
  options = Misc.add_defaults options, :sep => "\t", :sort => true
  sort, sep, preamble, header, same_fields, fix_flat, all_match, field_prefix = Misc.process_options options, :sort, :sep, :preamble, :header, :same_fields, :fix_flat, :all_match, :field_prefix

  out = Misc.open_pipe do |sin|

    streams = streams.collect do |stream|
      case stream
      when (defined? Step and Step) 
        stream.grace
        stream.get_stream || Open.open(stream.join.path)
      when Path
        stream.open
      when TSV::Dumper
        stream.stream
      else
        stream
      end
    end.compact

    num_streams = streams.length

    streams = streams.collect do |stream|
      sorted = Misc.sort_stream(stream)
      stream.annotate sorted if stream.respond_to? :annotate
      sorted
    end if sort

    lines         = []
    fields        = []
    sizes         = []
    key_fields    = []
    input_options = []
    empty         = []
    preambles     = []

    streams = streams.collect do |stream|

      parser = TSV::Parser.new stream, options.dup
      sfields = parser.fields

      if field_prefix
        index = streams.index stream
        prefix = field_prefix[index]

        sfields = sfields.collect{|f| [prefix, f] * ":" }
      end

      first_line = parser.first_line
      first_line = nil if first_line == ""

      lines         << first_line
      key_fields    << parser.key_field
      fields        << sfields
      sizes         << sfields.length if sfields
      input_options << parser.options
      preambles     << parser.preamble      if preamble and not parser.preamble.empty?

      stream = if fix_flat and parser.type == :flat and first_line
                 parts = lines[-1].nil? ? [] : lines[-1].split("\t")
                 lines[-1] = [parts[0], (parts[1..-1] || [])*"|"] * "\t"
                 TSV.stream_flat2double(parser.stream, :noheader => true).stream
               else
                 parser.stream
               end

      empty         << stream               if parser.first_line.nil? || parser.first_line.empty?

      stream
    end

    all_fields = fields
    key_field = key_fields.compact.first
    if same_fields
      fields = fields.first
    else
      fields = fields.compact.flatten
    end
    options = options.merge(input_options.first || {})
    options[:type] = :list if options[:type] == :single
    options[:type] = :double if fix_flat

    preamble_txt = case preamble
                   when TrueClass
                     preambles * "\n"
                   when String
                     if preamble[0] == '+'
                       preambles * "\n" + "\n" + preamble[1..-1]
                     else
                       preamble
                     end
                   else
                     nil
                   end

    header ||= TSV.header_lines(key_field, fields, options.merge(:preamble => preamble_txt))
    sin.puts header

    empty_pos = empty.collect{|stream| streams.index stream }
    empty_pos.sort.reverse.each do |i|
      key_fields.delete_at i
      input_options.delete_at i
    end

    begin
      done_streams = []

      keys = []
      parts = []
      lines.each_with_index do |line,i|
        if line.nil? || line.empty?
          keys[i] = nil
          parts[i] = nil
        else
          vs = line.chomp.split(sep, -1) 
          key, *p = vs
          keys[i] = key
          parts[i] = p
        end
        sizes[i] ||= parts[i].length-1 unless parts[i].nil?
      end

      last_min = nil
      while lines.compact.any?
        min = keys.compact.sort.first
        break if min.nil?
        str = []

        skip = all_match && keys.uniq != [min]

        keys.each_with_index do |key,i|
          case key
          when min
            str << parts[i] * sep

            begin
              line = lines[i] = begin
                                  streams[i].gets
                                rescue
                                  Log.exception $!
                                  nil
                                end
              if line.nil?
                stream = streams[i]
                keys[i] = nil
                parts[i] = nil
              else
                k, *p = line.chomp.split(sep, -1)
                raise TryAgain if k == keys[i]
                keys[i] = k
                parts[i] = p.collect{|e| e.nil? ? "" : e }
              end
            rescue TryAgain
              Log.debug "Skipping repeated key in stream #{i}: #{keys[i]}"
              retry
            end
          else
            if sizes[i] and sizes[i] > 0
              p = sep * (sizes[i]-1)
              str << p
            end
          end
        end

        next if skip

        if same_fields

          values = nil
          str.each do |part|
            next if part.nil? or part.empty?
            _p = part.split(sep,-1)
            if values.nil?
              values = _p.collect{|v| [v]}
            else
              _p.each_with_index{|v,i| values[i] ||= []; values[i] << v}
            end
          end

          values = [[]] * str.length if values.nil?
          values = values.collect{|list| list * "|" } * sep

        else
          values = str.inject(nil) do |acc,part| 
            if acc.nil?
              acc = part.dup
            else
              acc << sep << part
            end
            acc
          end
        end
        text = [min, values] * sep
        sin.puts text
      end

      streams.each do |stream|
        stream.join if stream.respond_to? :join
      end
    rescue Aborted
      Log.error "Aborted pasting streams #{streams.inspect}: #{$!.message}"
      streams.each do |stream|
        stream.abort if stream.respond_to? :abort
      end
      raise $!
    rescue Exception
      Log.error "Exception pasting streams #{streams.inspect}: #{$!.message}"
      streams.each do |stream|
        stream.abort if stream.respond_to? :abort
      end
      raise $!
    end
  end

  out
end

.pos_index(file, pos_field = nil, options = {}) ⇒ Object 



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# File 'lib/rbbt/tsv/index.rb', line 177

def self.pos_index(file, pos_field = nil, options = {})
  pos_field ||= "Position"

  data_options = Misc.pull_keys options, :data
  filename = case
             when (String === file or Path === file)
               file
             when file.respond_to?(:filename)
               file.filename
             else
               file.object_id.to_s
             end
  persist_options = Misc.pull_keys options, :persist
  persist_options[:prefix] ||= "StaticPosIndex[#{pos_field}]"

  filters = Misc.process_options options, :filters

  if filters
    filename += ":Filtered[#{filters.collect{|f| f * "="} * ", "}]"
  end

  Persist.persist(filename, :fwt, persist_options) do
    tsv = TSV.open(file, data_options)
    if filters
      tsv.filter
      filters.each do |match, value|
        tsv.add_filter match, value
      end
    end
    tsv.pos_index(pos_field, options)
  end
end

.range_index(file, start_field = nil, end_field = nil, options = {}) ⇒ Object 



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# File 'lib/rbbt/tsv/index.rb', line 248

def self.range_index(file, start_field = nil, end_field = nil, options = {})
  start_field ||= "Start"
  end_field ||= "End"

  data_options = Misc.pull_keys options, :data
  filename = case
             when (String === file or Path === file)
               file
             when file.respond_to?(:filename)
               file.filename
             else
               file.object_id.to_s
             end

  persist_options = Misc.pull_keys options, :persist
  persist_options[:prefix] ||= "StaticRangeIndex[#{start_field}-#{end_field}]"

  filters = Misc.process_options options, :filters

  if filters
    filename += ":Filtered[#{filters.collect{|f| f * "="} * ", "}]"
  end

  Persist.persist(filename, :fwt, persist_options) do
    tsv = TSV.open(file, data_options)
    if filters
      tsv.filter
      filters.each do |match, value|
        tsv.add_filter match, value
      end
    end
 
    tsv.range_index(start_field, end_field, options)
  end
end

.read_matrix(tsv, field_format = "ID", value_format = "Value", *others) ⇒ Object 



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# File 'lib/rbbt/tsv/matrix.rb', line 4

def self.read_matrix(tsv, field_format = "ID", value_format = "Value", *others)
  tsv = TSV.open(tsv) unless TSV === tsv

  if others.any?
    other_tsv = tsv.slice(others)
    tsv = tsv.slice(tsv.fields - others)
  end

  key_field, *fields = tsv.all_fields
  options = tsv.options.merge(:key_field => key_field, :fields => [field_format, value_format], :type => :double, :cast => nil)

  options[:filename] ||= tsv.filename
  options[:identifiers] ||= tsv.identifier_files.first

  dumper = TSV::Dumper.new(options)

  dumper.init
  TSV.traverse tsv, :into => dumper do |key, values|
    [key, [fields, values]]
  end

  res = TSV.open(dumper.stream, options)
  if others.any?
    other_tsv = other_tsv.to_double
    res.attach other_tsv, :one2one => true
  else
    res
  end
end

.reorder_stream(stream, positions, sep = "\t") ⇒ Object 



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# File 'lib/rbbt/tsv/stream.rb', line 254

def self.reorder_stream(stream, positions, sep = "\t")
  Misc.open_pipe do |sin|
    line = stream.gets
    line.chomp! unless line.nil?

    while line =~ /^#\:/
      sin.puts line
      line = stream.gets
      line.chomp! unless line.nil?
    end

    while line  =~ /^#/
      if Hash === positions
        new = (0..line.split(sep,-1).length-1).to_a
        positions.each do |k,v|
          new[k] = v
          new[v] = k
        end
        positions = new
      end
      sin.puts "#" + line.sub(/^#/,'').chomp.split(sep).values_at(*positions).compact * sep
      line = stream.gets
      line.chomp! unless line.nil?
    end

    while line
      if Hash === positions
        new = (0..line.split(sep, -1).length-1).to_a
        positions.each do |k,v|
          new[k] = v
          new[v] = k
        end
        positions = new
      end
      values = line.split(sep, -1)
      new_values = values.values_at(*positions)
      sin.puts new_values * sep
      line = stream.gets
      line.chomp! unless line.nil?
    end
  end
end

.reorder_stream_tsv(stream, key_field, fields = nil, zipped = true, bar = nil) ⇒ Object 



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# File 'lib/rbbt/tsv/stream.rb', line 298

def self.reorder_stream_tsv(stream, key_field, fields=nil, zipped = true, bar = nil)
  parser = TSV::Parser.new TSV.get_stream(stream), :key_field => key_field, :fields => fields
  dumper_options = parser.options
  dumper = TSV::Dumper.new dumper_options
  dumper.init 
  case parser.type
  when :single
    TSV.traverse parser, :into => dumper, :bar => bar do |keys,values|
      key = keys.first
      [key, [values]]
    end
  when :double
    TSV.traverse parser, :into => dumper, :bar => bar do |keys,values|
      res = []
      keys.each_with_index do |key,i|
        vs = zipped ?  values.collect{|l| l.length == 1 ? l : [l[i]] } : values
        res << [key, vs]
      end
      res.extend MultipleResult
      res
    end
  when :list
    TSV.traverse parser, :into => dumper, :bar => bar do |keys,values|
      key = keys === Array ? keys.first : keys
      [key, values]
    end
  when :flat
    TSV.traverse parser, :into => dumper, :bar => bar do |keys,values|
      key = keys === Array ? keys.first : keys
      [key, values]
    end
  else
    raise "Unknown type: " << parser.type.to_s
  end
  dumper
end

.report(msg, obj, into) ⇒ Object 



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# File 'lib/rbbt/tsv/parallel/traverse.rb', line 63

def self.report(msg, obj, into)
  into = into[:into] if Hash === into and into.include? :into

  Log.low{"#{ msg } #{stream_name(obj)} -> #{stream_name(into)}"}
end

.setup(hash, type = nil, options = nil) ⇒ Object 



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# File 'lib/rbbt/tsv.rb', line 44

def self.setup(hash, type = nil, options = nil)
  type, options = nil, type if options.nil? and (Hash === type or (String === type and type.include? "~"))
  options = TSV.str2options(options) if String === options and options.include? "~"
  options ||= {}
  options[:type] ||= type unless type.nil?

  options = Misc.add_defaults options, :default_value => [], :unnamed => TSV.unnamed
  default_value = Misc.process_options options, :default_value
  hash = Misc.array2hash(hash, default_value) if Array === hash
  hash.extend TSV

  IndiferentHash.setup(options)
  ENTRIES.each do |entry|
    hash.send("#{ entry }=", options[entry.to_s]) if options.include? entry.to_s
    hash.send("#{ entry }=", options[entry.to_sym]) if options.include? entry.to_sym
  end

  hash.unnamed = options[:unnamed]

  hash
end

.store_into(store, value) ⇒ Object 



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# File 'lib/rbbt/tsv/parallel/traverse.rb', line 541

def self.store_into(store, value)
  if MultipleResult === value
    value.each do |v|
      store_into store, v
    end
    return
  end
  begin
    return false if value.nil?
    case store
    when TSV
      if store.type == :double or store.type == :flat
        case value
        when TSV, Hash
          store.merge_zip value
        else
          store.zip_new *value
        end
      else
        k,v = value
        store[k] = v
      end
    when Hash
      case value
      when TSV, Hash
        store.merge! value 
      else
        k,v = value
        store[k] = v
      end
    when TSV::Dumper
      return false if value.nil?
      store.add *value
    when IO
      return false if value.nil?
      value.chomp!
      store.puts value
    else
      store << value
    end 
    true
  rescue Aborted, Interrupt
    Log.low "Aborted storing into #{Misc.fingerprint store}"
    abort_stream(store, $!)
    raise $!
  rescue Exception
    Log.low "Exception storing into #{Misc.fingerprint store}: #{$!.message}"
    abort_stream(store, $!)
    raise $!
  end
end

.str2options(str) ⇒ Object 



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# File 'lib/rbbt/tsv.rb', line 32

def self.str2options(str)
  field_options,_sep, rest =  str.partition("#")
  key, fields_str = field_options.split("~")

  fields = fields_str.nil? ? [] : fields_str.split(/,\s*/)

  rest = ":type=" << rest if rest =~ /^:?\w+$/
  rest_options = rest.nil? ? {} : Misc.string2hash(rest)

  {:key_field => key, :fields => fields}.merge(rest_options)
end

.stream_column(file, column) ⇒ Object 



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# File 'lib/rbbt/tsv/util.rb', line 4

def self.stream_column(file, column)
  header = TSV.parse_header(file)
  pos = header.fields.index(column) + 1
  sep2 = header.options[:sep2] || "|"
  case header.type.to_s
  when nil, "double"
    TSV.traverse file, :type => :array, :into => :stream do |line|
      next if line =~ /^#/
      line.split("\t")[pos].gsub(sep2, "\n")
    end
  when "single"
    TSV.traverse file, :type => :array, :into => :stream do |line|
      next if line =~ /^#/
      line.split("\t")[1]
    end
  when "flat"
    TSV.traverse file, :type => :array, :into => :stream do |line|
      next if line =~ /^#/
      line.split("\t")[1..-1] * "\n"
    end
  when 'list'
    TSV.traverse file, :type => :array, :into => :stream do |line|
      next if line =~ /^#/
      line.split("\t")[pos]
    end
  end
end

.stream_flat2double(stream, options = {}) ⇒ Object 



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# File 'lib/rbbt/tsv/stream.rb', line 239

def self.stream_flat2double(stream, options = {})
  noheader = Misc.process_options options, :noheader
  parser = TSV::Parser.new TSV.get_stream(stream), :type => :flat
  dumper_options = parser.options.merge(options).merge(:type => :double)
  dumper = TSV::Dumper.new dumper_options
  dumper.init unless noheader
  TSV.traverse parser, :into => dumper do |key,values|
    key = key.first if Array === key
    values = [values] unless Array === values
    [key, [values.flatten]]
  end
  dumper
end

.stream_name(obj) ⇒ Object 



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# File 'lib/rbbt/tsv/parallel/traverse.rb', line 55

def self.stream_name(obj)
  return "nil" if obj.nil?
  #filename_obj   = obj.respond_to?(:filename) ? obj.filename : nil
  #filename_obj ||= obj.respond_to?(:path) ? obj.path : nil
  stream_obj = obj_stream(obj) || obj
  obj.class.to_s << "-" << Misc.fingerprint(stream_obj)
end

.swap_id(tsv, field, format, options = {}, &block) ⇒ Object 



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# File 'lib/rbbt/tsv/change_id.rb', line 56

def self.swap_id(tsv, field, format, options = {}, &block)
  options = Misc.add_defaults options, :persist => false, :identifiers => tsv.identifiers, :compact => true

  identifiers, persist_input, compact = Misc.process_options options, :identifiers, :persist, :compact
  identifiers = tsv.identifier_files.first if identifiers.nil?

  identifiers = Organism.identifiers(tsv.namespace) if identifiers.nil? && tsv.namespace && 
    defined?(Organism) && Organism.identifiers(tsv.namespace).exists?

  identifiers.namespace ||= tsv.namespace

  fields = (identifiers and identifiers.all_fields.include?(field))? [field] : nil 
  #index = identifiers.index :target => format, :fields => fields, :persist => persist_input, :order => true

  grep = Organism.blacklist_genes(tsv.namespace).list  if defined?(Organism) && identifiers.namespace && Organism.blacklist_genes(tsv.namespace).exists?
  if fields.nil?
    index = identifiers.index(:data_tsv_grep => grep, :data_invert_grep => true, :target => format, :persist => true, :order => true, :unnamed => true, :data_persist => true)
  else
    index = identifiers.index(:data_tsv_grep => grep, :data_invert_grep => true, :target => format, :fields => fields, :order => true, :unnamed => true, :persist => true, :data_persist => true)
  end

  orig_type = tsv.type 
  tsv = tsv.to_double if orig_type != :double

  pos = tsv.fields.index field
  tsv.with_unnamed do
    if tsv.type == :list or tsv.type == :single
      tsv.through do |k,v|
        v[pos] = index[v[pos]]
        tsv[k] = v
      end
    else
      tsv.through do |k,v|
        _values = index.values_at(*v[pos])
        _values.compact! if compact
        v[pos] = _values
        tsv[k] = v
      end
    end

    tsv.fields = tsv.fields.collect{|f| f == field ? format : f}
  end

  tsv = tsv.to_flat  if orig_type == :flat

  tsv = tsv.to_list(&block)  if orig_type == :list

  tsv
end

.translate(tsv, field, format, options = {}) ⇒ Object 



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# File 'lib/rbbt/tsv/change_id.rb', line 175

def self.translate(tsv, field, format, options = {})
  persist_options = Misc.pull_keys options, :persist
  new = TSV.open translate_stream(tsv, field, format, options), :persist => persist_options[:persist], :persist_data => persist_options[:data], :persist_file => persist_options[:file]
  new.identifiers = tsv.identifiers
  new
end

.translate_stream(tsv, field, format, options = {}, &block) ⇒ Object 



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# File 'lib/rbbt/tsv/change_id.rb', line 182

def self.translate_stream(tsv, field, format, options = {}, &block)
  options = Misc.add_defaults options, :persist => false, :identifier_files => tsv.identifier_files, :compact => true

  identifier_files, identifiers, persist_input, compact = Misc.process_options options, :identifier_files, :identifiers, :persist, :compact
  identifier_files = [tsv, identifiers].compact if identifier_files.nil? or identifier_files.empty?

  identifier_files.uniq!

  index = translation_index identifier_files, format, field, options.dup
  raise "No index: #{Misc.fingerprint([identifier_files, field, format])}" if index.nil?

  orig_type = tsv.type 
  tsv = tsv.to_double if orig_type != :double

  pos = tsv.identify_field field

  new_options = tsv.options
  new_options[:identifiers] = tsv.identifiers.find if tsv.identifiers

  case pos
  when :key
    new_options[:key_field] = format if tsv.key_field == field
    dumper = TSV::Dumper.new new_options
    dumper.init
    TSV.traverse tsv, :into => dumper do |key,values|
      new_key = index[key]
      [new_key, values]
    end
  else
    new_options[:fields] = tsv.fields.collect{|f| f == field ? format : f }
    dumper = TSV::Dumper.new new_options
    dumper.init

    case tsv.type
    when :double
      TSV.traverse tsv, :into => dumper do |key,values|
        original = values[pos]
        new = index.values_at *original
        values[pos] = new
        [key, values]
      end
    when :list
      TSV.traverse tsv, :into => dumper do |key,values|
        original = values[pos]
        new = index[original]
        values[pos] = new
        [key, values]
      end
    when :flat
      TSV.traverse tsv, :into => dumper do |key,values|
        new = index.values_at *values
        [key, new]
      end
    when :single
      TSV.traverse tsv, :into => dumper do |key,original|
        new = index[original]
        [key, new]
      end
    end
  end

  dumper.stream
end

.translation_index(files, target = nil, source = nil, options = {}) ⇒ Object 



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# File 'lib/rbbt/tsv/change_id.rb', line 110

def self.translation_index(files, target = nil, source = nil, options = {})
  return nil if source == target
  options = Misc.add_defaults options.dup, :persist => true

  target = Entity.formats.find(target) if Entity.formats.find(target)
  source = Entity.formats.find(source) if Entity.formats.find(source)
  fields = (source and not source.empty?) ? [source] : nil

  files.each do |file|
    if TSV === file
      all_fields = file.all_fields
      target = file.fields.first if target.nil?
      if (source.nil? or all_fields.include? source) and all_fields.include? target
        return file.index(options.merge(:target => target, :fields => fields, :order => true)) 
      end
    else
      next unless file.exists?
      begin
        all_fields = TSV.parse_header(file).all_fields
        target = all_fields[1] if target.nil?
        if (source.nil? or all_fields.include? source) and all_fields.include? target
          index = TSV.index(file, options.merge(:target => target, :fields => fields, :order => true)) 
          return index
        end
      rescue Exception
        Log.exception $!
        Log.error "Exception reading identifier file: #{file.find}"
      end
    end
  end

  files.each do |file|
    all_fields = TSV === file ? file.all_fields : TSV.parse_header(file).all_fields 

    files.each do |other_file|
      next if file == other_file

      other_all_fields = TSV === other_file ? other_file.all_fields : TSV.parse_header(other_file).all_fields 

      common_field = (all_fields & other_all_fields).first

      if common_field and (source.nil? or source.empty? or all_fields.include? source) and other_all_fields.include? target 

        index = Persist.persist_tsv(nil, Misc.fingerprint(files), {:files => files, :source => source, :target => target}, :prefix => "Translation index", :persist => options[:persist]) do |data|

          index = TSV === file ? 
            file.index(options.merge(:target => common_field, :fields => fields)) :
            TSV.index(file, options.merge(:target => common_field, :fields => fields))

          other_index = TSV === other_file ? 
            other_file.index(options.merge(:target => target, :fields => [common_field])) :
            TSV.index(other_file, options.merge(:target => target, :fields => [common_field]))

          data.serializer = :clean
          
          # ToDo: remove the need to to the `to_list` transformation
          data.merge! index.to_list.attach(other_index.to_list).slice([target]).to_single
        end
        return index
      end
    end
  end
  return nil
end

.traverse(obj, options = {}, &block) ⇒ Object 



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# File 'lib/rbbt/tsv/parallel/traverse.rb', line 665

def self.traverse(obj, options = {}, &block)
  into = options[:into]

  into = options[:into] = Open.open(into, :mode => "w") if Misc.is_filename?(into)

  case into
  when :stream
    sout = Misc.open_pipe false, false do |sin|                                                                                                                                           
      begin
        traverse(obj, options.merge(:into => sin), &block)                                                                                                                                  
      rescue Exception
        Log.exception $!
        begin
          sout.abort if sout.respond_to? :abort
          sout.join if sout.respond_to? :join
        ensure
          raise $!
        end
      end
    end                                                                                                                                                                                   
    return sout
  when :dumper
    obj_options = obj.respond_to?(:options) ? obj.options : {}
    dumper = TSV::Dumper.new obj_options.merge(options)
    dumper.init
    _options = options.merge(obj_options).merge(:into => dumper)
    traverse(obj, _options, &block)                                                                                                                                  
    return dumper
  end

  threads = Misc.process_options options, :threads
  cpus = Misc.process_options options, :cpus
  threads = nil if threads and threads.to_i <= 1
  cpus = nil if cpus and cpus.to_i <= 1

  if options[:keys]
    case options[:keys]
    when TrueClass
      options[:type] = :keys
    when String
      options[:type] = :keys
      options[:key_field] = options[:keys]
      options[:fields] = []
    end
  end

  bar = Misc.process_options options, :bar
  bar ||= Misc.process_options options, :progress
  options[:bar] = case bar
                  when String
                    max = guess_max(obj)
                    Log::ProgressBar.new_bar(max, {:desc => bar}) 
                  when TrueClass
                    max = guess_max(obj)
                    Log::ProgressBar.new_bar(max, nil) 
                  when Numeric
                    max = guess_max(obj)
                    Log::ProgressBar.new_bar(bar) 
                  when Hash
                    max = Misc.process_options(bar, :max) || max
                    Log::ProgressBar.new_bar(max, bar) 
                  when Log::ProgressBar
                    bar.max ||= guess_max(obj)
                    bar
                  else
                    if (defined? Step and Step === bar)
                      max = guess_max(obj)
                      Log::ProgressBar.new_bar(max, {:desc => bar.status, :file => bar.file(:progress)}) 
                    else
                      bar
                    end
                  end

  if into
    bar = Misc.process_options options, :bar

    options[:join] = Proc.new do |error|
      error = false if error.nil?
      Log::ProgressBar.remove_bar(bar, error) if bar
    end if bar

    options[:callback] = Proc.new do |e|
      begin
        store_into into, e
      rescue Aborted
        Log.low "Aborted callback #{stream_name(obj)} #{Log.color :green, "->"} #{stream_name(options[:into])}"
        abort_stream(into, $!)
        raise $!
      rescue Exception
        Log.low "Exception callback #{stream_name(obj)} #{Log.color :green, "->"} #{stream_name(options[:into])}"
        abort_stream(into, $!)
        raise $!
      ensure
        bar.tick if bar
      end
    end

    bar.init if bar
    begin
      case into
      when TSV::Dumper, IO
        traverse_stream(obj, threads, cpus, options, &block)
      else
        traverse_run(obj, threads, cpus, options, &block)
      end
    rescue Exception
      Log.exception $!
      abort_stream(into, $!)
      raise $!
    end

    into
  else
    traverse_run(obj, threads, cpus, options, &block)
  end
end

.traverse_array(array, options = {}, &block) ⇒ Object 



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# File 'lib/rbbt/tsv/parallel/traverse.rb', line 144

def self.traverse_array(array, options = {}, &block)
  callback, bar, join = Misc.process_options options, :callback, :bar, :join

  begin
    error = false
    if callback
      bar.init if bar
      array.each do |e|
        begin
          callback.call yield(e)
        rescue Exception
          Log.warn "Traverse exception on element: #{Misc.fingerprint(e)}"
          raise $!
        ensure
          bar.tick if bar
        end
      end
    else
      bar.init if bar
      array.each do |e|
        begin
          yield e
        rescue Exception
          Log.warn "Traverse exception on element: #{Misc.fingerprint(e)}"
          raise $!
        ensure
          bar.tick if bar
        end
      end
    end

  rescue
    error = true
    raise $!
  ensure
    join.call(error) if join
    Log::ProgressBar.remove_bar(bar, error) if bar
  end
end

.traverse_cpus(num, obj, options, &block) ⇒ Object 



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# File 'lib/rbbt/tsv/parallel/traverse.rb', line 496

def self.traverse_cpus(num, obj, options, &block)
  begin
    error = false
    
    callback, cleanup, join, respawn, bar = Misc.process_options options, :callback, :cleanup, :join, :respawn, :bar
    respawn = true if ENV["RBBT_RESPAWN"] and ENV["RBBT_RESPAWN"] == "true"

    Log.low "Traversing in #{ num } cpus: #{respawn ? "respawn" : "no respawn"}"
    q = RbbtProcessQueue.new num, cleanup, join, respawn, !!bar
    callback = Proc.new{ bar.tick } if callback.nil? and bar
    q.callback &callback
    q.init &block

    bar.init if bar
    traverse_obj(obj, options) do |*p|
      q.process *p
    end

    q.join

  rescue Interrupt, Aborted
    error = true
    Log.low{"Aborted traversal in CPUs for #{stream_name(obj) || Misc.fingerprint(obj)}: #{$!.backtrace*","}"}
    q.abort
    stream = obj_stream(obj)
    stream.abort if stream.respond_to? :abort
    stream = obj_stream(options[:into])
    stream.abort if stream.respond_to? :abort
    q.join
    raise "Traversal aborted"
  rescue Exception
    error = true
    Log.low{"Exception during traversal in CPUs for #{stream_name(obj) || Misc.fingerprint(obj)}: #{$!.message}"}
    q.abort
    stream = obj_stream(obj)
    stream.abort if stream.respond_to? :abort
    stream = obj_stream(options[:into])
    stream.abort if stream.respond_to? :abort
    q.join
    raise $!
  ensure
    Log::ProgressBar.remove_bar(bar, error) if bar
  end
end

.traverse_enumerable(enum, options = {}, &block) ⇒ Object 



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# File 'lib/rbbt/tsv/parallel/traverse.rb', line 184

def self.traverse_enumerable(enum, options = {}, &block)
  callback, bar, join = Misc.process_options options, :callback, :bar, :join

  begin
    error = false
    if callback
      bar.init if bar
      while enum.any?
        e = enum.pop
        begin
          callback.call yield(e)
        rescue Exception
          Log.warn "Traverse exception on element: #{Misc.fingerprint(e)}"
          raise $!
        ensure
          bar.tick if bar
        end
      end
    else
      bar.init if bar
      while enum.any?
        e = enum.pop
        begin
          yield e
        rescue Exception
          Log.warn "Traverse exception on element: #{Misc.fingerprint(e)}"
          raise $!
        ensure
          bar.tick if bar
        end
      end
    end

  rescue
    error = true
    raise $!
  ensure
    join.call(error) if join
    Log::ProgressBar.remove_bar(bar, error) if bar
  end
end

.traverse_hash(hash, options = {}, &block) ⇒ Object 



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# File 'lib/rbbt/tsv/parallel/traverse.rb', line 108

def self.traverse_hash(hash, options = {}, &block)
  callback, bar, join = Misc.process_options options, :callback, :bar, :join

  begin
    error = false
    if callback
      bar.init if bar
      hash.each do |k,v|
        begin
          callback.call yield(k,v)
        ensure
          bar.tick if bar
        end
      end
    else
      bar.init if bar
      hash.each do |k,v|
        begin
          yield k,v 
        rescue Exception
          Log.warn "Traverse exception on element: #{Misc.fingerprint([k, v])}"
          raise $!
        ensure
          bar.tick if bar
        end
      end
    end
  rescue
    error = true
    raise $!
  ensure
    join.call(error) if join
    Log::ProgressBar.remove_bar(bar, error) if bar
  end
end

.traverse_io(io, options = {}, &block) ⇒ Object 



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# File 'lib/rbbt/tsv/parallel/traverse.rb', line 322

def self.traverse_io(io, options = {}, &block)
  callback, bar, join = Misc.process_options options, :callback, :bar, :join

  begin
    error = false
    if File === io and io.closed? 
      begin
        Log.low{"Rewinding stream #{stream_name(io)}"}
        io.reopen io.filename, "r"
      rescue
        Log.exception $!
        raise "File closed and could not reopen #{stream_name(io)}"
      end
    end

    options[:monitor] = bar
    if callback
      bar.init if bar
      exception = nil
      begin
        TSV::Parser.traverse(io, options) do |k,v,f|
          begin
            callback.call yield k, v, f
          rescue Exception
            exception = $!
            Log.warn "Traverse exception on element: #{Misc.fingerprint([k, v, f])}"
            raise $!
          end
          bar.tick if bar
        end
      ensure
        raise exception if exception
      end
    else
      TSV::Parser.traverse(io, options.merge(:monitor => bar), &block)
    end
  rescue
    error = true
    raise $!
  ensure
    join.call(error) if join
    Log::ProgressBar.remove_bar(bar, error) if bar
  end
end

.traverse_io_array(io, options = {}, &block) ⇒ Object 



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# File 'lib/rbbt/tsv/parallel/traverse.rb', line 268

def self.traverse_io_array(io, options = {}, &block)
  callback, bar, join = Misc.process_options options, :callback, :bar, :join
  begin
    error = false
    if File === io and io.closed? 
      begin
        Log.low{"Rewinding stream #{stream_name(io)}"}
        io.reopen io.filename, "r"
      rescue
        Log.exception $!
        raise "File closed and could not reopen #{stream_name(io)}"
      end
    end

    if callback
      bar.init if bar
      while line = io.gets
        if line[-1] != "\n"
          while c = io.getc
            line << c
            break if c=="\n"
          end
        end
        begin
          callback.call yield line.chomp
        rescue Exception
          Log.warn "Traverse exception on element: #{Misc.fingerprint(line)}"
          raise $!
        ensure
          bar.tick if bar
        end
      end
    else
      bar.init if bar
      while line = io.gets
        begin
          yield line.chomp
        rescue Exception
          Log.warn "Traverse exception on element: #{Misc.fingerprint(line)}"
          raise $!
        ensure
          bar.tick if bar
        end
      end
    end
  rescue
    error = true
    raise $!
  ensure
    join.call(error) if join
    Log::ProgressBar.remove_bar(bar, error) if bar
  end
end

.traverse_obj(obj, options = {}, &block) ⇒ Object 



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# File 'lib/rbbt/tsv/parallel/traverse.rb', line 367

def self.traverse_obj(obj, options = {}, &block)
  if options[:type] == :keys
    options[:fields] = []
    options[:type] = :single
  end

  name = stream_name(obj)
  Log.low{"Traversing #{name} #{Log.color :green, "->"} #{stream_name(options[:into])}"}
  begin
    case obj
    when (defined? FastContainers && FastContainers::PriorityQueue === obj)
      traverse_priority_queue(obj, options, &block)
    when TSV
      traverse_tsv(obj, options, &block)
    when Hash
      traverse_hash(obj, options, &block)
    when TSV::Parser
      callback = Misc.process_options options, :callback
      if callback
        obj.traverse(options) do |k,v|
          callback.call yield k, v
        end
      else
        obj.traverse(options, &block)
      end
    when IO, File, Zlib::GzipReader, Bgzf, StringIO
      begin
        if options[:type] == :array or options[:type] == :line
          traverse_io_array(obj, options, &block)
        else
          traverse_io(obj, options, &block)
        end
      rescue Aborted
        obj.abort if obj.respond_to? :abort
        raise $!
      rescue Exception
        obj.abort if obj.respond_to? :abort
        raise $!
      ensure
        obj.close if obj.respond_to? :close and not obj.closed?
        obj.join if obj.respond_to? :join
      end
    when Path
      obj.open do |stream|
        traverse_obj(stream, options, &block)
      end
    when TSV::Dumper
      traverse_obj(obj.stream, options, &block)
    when (defined? Step and Step)

      obj.clean if obj.aborted? or obj.recoverable_error?
      obj.run(true) unless obj.done? || obj.started? || obj.result

      stream = obj.get_stream
      options = {:type => :array}.merge(options) if obj.result_type == :array

      if stream
        traverse_obj(stream, options, &block)
      else
        obj.join
        traverse_obj(obj.path, options, &block)
      end
    when Array
      traverse_array(obj, options, &block)
    when Set
      traverse_array(obj.to_a, options, &block)
    when String
      if Open.remote?(obj) || Open.ssh?(obj) || Misc.is_filename?(obj)
        Open.open(obj) do |s|
          traverse_obj(s, options, &block)
        end
      else
        raise "Can not open obj for traversal #{Misc.fingerprint obj}"
      end
    when Enumerable
      traverse_enumerable(obj, options, &block)
    when nil
      raise "Can not traverse nil object into #{stream_name(options[:into])}"
    else
      raise "Unknown object for traversal: #{Misc.fingerprint obj }"
    end
  rescue IOError
    Log.low{"IOError traversing #{stream_name(obj)}: #{$!.message}"}
    abort_stream obj
    abort_stream options[:into], $!
    raise $!
  rescue Errno::EPIPE
    Log.low{"Pipe closed while traversing #{stream_name(obj)}: #{$!.message}"}
    abort_stream obj
    abort_stream options[:into], $!
    raise $!
  rescue Aborted
    Log.low{"Aborted traversing #{stream_name(obj)}"}
    abort_stream obj
    abort_stream options[:into], $!
    raise $!
  rescue Exception
    Log.low{"Exception traversing #{stream_name(obj)}"}
    abort_stream obj unless String === obj
    abort_stream options[:into], $!
    raise $!
  end
end

.traverse_priority_queue(queue, options = {}, &block) ⇒ Object 



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# File 'lib/rbbt/tsv/parallel/traverse.rb', line 226

def self.traverse_priority_queue(queue, options = {}, &block)
  callback, bar, join = Misc.process_options options, :callback, :bar, :join

  begin
    error = false
    if callback
      bar.init if bar
      while queue.any?
        e = queue.pop
        begin
          callback.call yield(e)
        rescue Exception
          Log.warn "Traverse exception on element: #{Misc.fingerprint(e)}"
          raise $!
        ensure
          bar.tick if bar
        end
      end
    else
      bar.init if bar
      while queue.any?
        e = queue.pop
        begin
          yield e
        rescue Exception
          Log.warn "Traverse exception on element: #{Misc.fingerprint(e)}"
          raise $!
        ensure
          bar.tick if bar
        end
      end
    end

  rescue
    error = true
    raise $!
  ensure
    join.call(error) if join
    Log::ProgressBar.remove_bar(bar, error) if bar
  end
end

.traverse_run(obj, threads, cpus, options = {}, &block) ⇒ Object 



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# File 'lib/rbbt/tsv/parallel/traverse.rb', line 620

def self.traverse_run(obj, threads, cpus, options = {}, &block)
  threads = nil if threads == 1
  cpus = nil if cpus == 1
  if ENV["RBBT_NO_MAP_REDUCE"] == "true" or (threads.nil? and cpus.nil?)
    traverse_obj obj, options, &block
  else
    if threads
      traverse_threads threads, obj, options, &block 
    else
      close_streams = Misc.process_options(options, :close_streams) || []
      close_streams = [close_streams] unless Array === close_streams

      close_streams.concat(get_streams_to_close(obj))
      options[:close_streams] = close_streams

      if close_streams and close_streams.any?
        options[:cleanup] = Proc.new do
          close_streams.uniq.each do |s|
            s.close unless s.closed?
          end
        end 
      end

      traverse_cpus cpus, obj, options, &block
    end
  end
end

.traverse_stream(obj, threads = nil, cpus = nil, options = {}, &block) ⇒ Object 



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# File 'lib/rbbt/tsv/parallel/traverse.rb', line 648

def self.traverse_stream(obj, threads = nil, cpus = nil, options = {}, &block)
  into = options[:into]        

  thread = Thread.new do 
    begin
      traverse_run(obj, threads, cpus, options, &block)
      into.close if into.respond_to?(:close) and not (into.respond_to?(:closed?) and into.closed?) 
    rescue Exception
      abort_stream obj
      abort_stream into
      raise $!
    end
  end

  ConcurrentStream.setup(obj_stream(into), :threads => thread)
end

.traverse_threads(num, obj, options, &block) ⇒ Object 



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# File 'lib/rbbt/tsv/parallel/traverse.rb', line 471

def self.traverse_threads(num, obj, options, &block)
  callback = Misc.process_options options, :callback

  q = RbbtThreadQueue.new num

  if callback
    block = Proc.new do |*args|
      mutex = args.pop
      res = yield *args
      mutex.synchronize do
        callback.call res 
      end
    end
  end

  q.init true, &block

  traverse_obj(obj, options) do |*p|
    q.process p
  end

  q.join
  nil
end

.traverse_tsv(tsv, options = {}, &block) ⇒ Object

{{{ TRAVERSE OBJECTS



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# File 'lib/rbbt/tsv/parallel/traverse.rb', line 71

def self.traverse_tsv(tsv, options = {}, &block)
  callback, bar, join = Misc.process_options options, :callback, :bar, :join

  begin
    error = false
    fields = tsv.fields
    if callback
      bar.init if bar
      tsv.through options[:key_field], options[:fields] do |k,v|
        begin
          callback.call yield(k,v,fields)
        rescue Exception
          Log.warn "Traverse exception on element: #{Misc.fingerprint([k, v, fields])}"
          raise $!
        ensure
          bar.tick if bar
        end
      end
    else
      bar.init if bar
      tsv.through options[:key_field], options[:fields] do |k,v|
        begin
          yield k,v,fields
        ensure
          bar.tick if bar
        end
      end
    end
    rescue
      error = true
      raise $!
    ensure
      join.call(error) if join
      Log::ProgressBar.remove_bar(bar, error) if bar
    end
end

.xls(filename, options = {}) ⇒ Object 



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# File 'lib/rbbt/tsv/excel.rb', line 271

def self.xls(filename, options ={})
  if Open.remote? filename
    TmpFile.with_file nil, :extension => 'xls' do |tmp|
      Open.download(filename, tmp)
      TSV::XLS.read(tmp, options)
    end
  else
    TSV::XLS.read(filename, options)
  end
end

.xlsx(filename, options = {}) ⇒ Object 



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# File 'lib/rbbt/tsv/excel.rb', line 282

def self.xlsx(filename, options ={})
  if Open.remote? filename

    TmpFile.with_file nil, :extension => 'xlsx' do |tmp|
      Open.download(filename, tmp)
      TSV::XLSX.read(tmp, options)
    end
  else
    TSV::XLSX.read(filename, options)
  end
end

.zip_fields(list, fields = nil) ⇒ Object 



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# File 'lib/rbbt/tsv/accessor.rb', line 503

def self.zip_fields(list, fields = nil)
  return [] if list.nil? || list.empty?
  fields ||= list.fields if list.respond_to? :fields
  zipped = list[0].zip(*list[1..-1])
  zipped = zipped.collect{|v| setup_array(v, fields)} if fields 
  zipped 
end

Instance Method Details

#[](key, clean = false) ⇒ Object 



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# File 'lib/rbbt/tsv/accessor.rb', line 234

def [](key, clean = false)
  value = super(key)
  return value if clean or value.nil?
  @serializer_module ||= self.serializer_module

  if MultipleResult === value
    res = value.collect{|v| prepare_value key, v }
    res.extend MultipleResult
    res
  else
    prepare_value key, value
  end
end

#[]=(key, value, clean = false) ⇒ Object 



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# File 'lib/rbbt/tsv/accessor.rb', line 248

def []=(key, value, clean = false)
  return super(key, value) if clean || value.nil? || TSV::CleanSerializer == self.serializer_module 
  super(key, @serializer_module.dump(value))
end

#add_field(name = nil) ⇒ Object 



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# File 'lib/rbbt/tsv/manipulate.rb', line 654

def add_field(name = nil)
  old_monitor = @monitor
  @monitor = {:desc => "Adding field #{ name }"} if TrueClass === monitor

  through do |key, values|
    new_values = yield(key, values)
    new_values = [new_values] if type == :double and not Array === new_values

    case
    when (values.nil? and (fields.nil? or fields.empty?))
      values = [new_values]
    when values.nil?  
      values = [nil] * fields.length + [new_values]
    when Array === values
      values += [new_values]
    else
      values << new_values
    end

    self[key] = values
  end
  @monitor = old_monitor

  if not fields.nil? and not name.nil?
    new_fields = self.fields + [name]
    self.fields = new_fields
  end

  self
end

#add_fields(names = []) ⇒ Object 



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# File 'lib/rbbt/tsv/manipulate.rb', line 685

def add_fields(names = [])
  old_monitor = @monitor
  @monitor = {:desc => "Adding field #{ names * ", " }"} if TrueClass === monitor

  through do |key, values|
    values ||= fields ? [nil] * fields : []
    new_values = yield(key, values)

    case type
    when :double
      new_values = new_values.collect{|v| [v] } if Array === new_values and new_values.first and not Array === new_values.first
      values += new_values || [nil] * names.length
    when :list
      values += new_values || [nil] * names.length
    end

    self[key] = values
  end
  @monitor = old_monitor

  if not fields.nil? and not (names.nil? or names.empty?)
    new_fields = self.fields + names
    self.fields = new_fields
  end

  self
end

#all_fields ⇒ Object 



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# File 'lib/rbbt/tsv/accessor.rb', line 542

def all_fields
  return nil if key_field.nil? or fields.nil?
  [key_field] + fields
end

#annotate(tsv) ⇒ Object 



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# File 'lib/rbbt/tsv/accessor.rb', line 17

def annotate(tsv)
  TSV.setup(tsv, info)
  tsv.entity_options = self.entity_options
  tsv.entity_templates = self.entity_templates
  tsv
end

#attach(other, options = {}) ⇒ Object 



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# File 'lib/rbbt/tsv/attach.rb', line 196

def attach(other, options = {})
  options      = Misc.add_defaults options, :in_namespace => false, :persist_input => false
  fields, one2one, complete = Misc.process_options options, :fields, :one2one, :complete
  in_namespace = options[:in_namespace]

  unless TSV === other
    other_identifier_file = other.identifier_files.first if other.respond_to? :identifier_files
    other = TSV.open(other, :persist => options[:persist_input].to_s == "true")
    other.identifiers ||= other_identifier_file
  end

  fields = other.fields - [key_field].concat(self.fields) if other.fields and (fields.nil? or fields == :all)
  if in_namespace
    fields = other.fields_in_namespace - [key_field].concat(self.fields) if fields.nil?
  else
    fields = other.fields - [key_field].concat(self.fields) if fields.nil?
  end

  other_filename = other.respond_to?(:filename) ? other.filename : other.inspect
  Log.low("Attaching fields:#{Misc.fingerprint fields } from #{other_filename}.")

  same_key = true
  begin
    case
    when (Misc.match_fields(key_field, other.key_field) and same_key)
      Log.debug "Attachment with same key: #{other.key_field}"
      attach_same_key other, fields
    when (not in_namespace and self.fields.select{|f| Misc.match_fields(f, other.key_field)}.any?)
      Log.debug "Found other key field: #{other.key_field}"
      attach_source_key other, other.key_field, :fields => fields, :one2one => one2one
    when (in_namespace and self.fields_in_namespace.select{|f| Misc.match_fields(f, other.key_field)}.any?)
      Log.debug "Found other key field in #{in_namespace}: #{other.key_field}"
      attach_source_key other, other.key_field, :fields => fields, :one2one => one2one
    else
      index = TSV.find_traversal(self, other, options)
      raise FieldNotFoundError, "Cannot traverse identifiers" if index.nil?
      Log.debug "Attachment with index: #{other.key_field}"
      attach_index other, index, fields
    end
  rescue Exception
    if same_key
      Log.warn "Could not translate identifiers with same_key"
      same_key = false
      retry
    else
      raise $!
    end
  end
  Log.debug("Attachment of fields:#{Misc.fingerprint fields } from #{other.filename.inspect} finished.")

  if complete
    Log.warn "Attaching through index and completing empty rows; keys with wrong format may appear (#{other.key_field} insted of #{self.key_field})" if index
    fill = TrueClass === complete ? nil : complete
    field_length = self.fields.length 
    common_fields = (other.fields & self.fields)
    other_common_pos = common_fields.collect{|f| other.fields.index f}
    this_common_pos = common_fields.collect{|f| self.fields.index f}
    missing = other.keys - self.keys

    other = other.to_list if other.type == :single

    case type
    when :single
      missing.each do |k|
        self[k] = fill
      end
    when :list
      missing.each do |k|
        values = [fill] * field_length
        other_values = other[k]
        other_common_pos.zip(this_common_pos).each do |o,t|
          values[t] = other_values[o]
        end
        self[k] = values
      end
    when :double
      fill = [] if fill.nil?
      missing.each do |k|
        values = [fill] * field_length
        other_values = other[k]
        other_common_pos.zip(this_common_pos).each do |o,t|
          values[t] = other_values[o]
        end
        self[k] = values
      end
    when :flat
      fill = [] if fill.nil?
      missing.each do |k|
        self[k] = fill
      end
    end
  end

  self
end

#attach_index(other, index, fields = nil) ⇒ Object 



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# File 'lib/rbbt/tsv/attach/util.rb', line 162

def attach_index(other, index, fields = nil)
  fields = other.fields - [key_field].concat(self.fields) if fields.nil?
  fields = [fields] unless Array === fields

  other = other.tsv unless TSV === other
  field_positions = fields.collect{|field| other.identify_field field}
  field_names     = field_positions.collect{|pos| pos == :key ? other.key_field : other.fields[pos] }

  length = self.fields.length
  other.with_unnamed do
    index.with_unnamed do
      with_unnamed do
        through do |key, values|
          source_keys = index[key]
          source_keys = [source_keys] unless Array === source_keys
          if source_keys.nil? or source_keys.empty?
            all_new_values = []
          else
            all_new_values = []
            source_keys.each do |source_key|
              next unless other.include? source_key
              new_values = field_positions.collect do |pos|
                if pos == :key
                  if other.type == :double
                    [source_key]
                  else
                    source_key
                  end
                else
                  if other.type == :flat
                    other[source_key]
                  else
                    other[source_key][pos]
                  end
                end
              end
              new_values.collect!{|v| v.nil? ? [[]] : [v]}    if     type == :double and not other.type == :double
              new_values.collect!{|v| v.nil? ? nil : (other.type == :single ? v : v.first)} if not type == :double and other.type == :double
              new_values.flatten! if type == :flat
              all_new_values << new_values
            end
          end

          if all_new_values.empty?
            if type == :double
              all_new_values = [[[]] * field_positions.length]
            else
              all_new_values = [[nil] * field_positions.length]
            end
          end

          current = self[key] || [[]] * fields.length

          current = [current] unless Array === current

          if current.length > length
            all_new_values << current.slice!(length..current.length - 1)
          end

          if type == :double
            all_new_values = TSV.zip_fields(all_new_values).collect{|l| l.flatten}
          else
            all_new_values = all_new_values.first
          end

          current += all_new_values

          self[key].replace current
        end
      end
    end
  end

  self.type = :list if self.type == :single

  self.fields = self.fields.concat field_names
end

#attach_same_key(other, fields = nil) ⇒ Object 



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# File 'lib/rbbt/tsv/attach/util.rb', line 3

def attach_same_key(other, fields = nil)
  fields = other.fields - [key_field].concat(self.fields) if fields.nil?

  fields = [fields].compact unless Array === fields

  common_fields = self.fields & fields

  fields = fields - common_fields

  num_fields = fields.length

  field_positions = fields.collect{|field| other.identify_field field}

  if common_fields.any?
    common_field_positions = common_fields.collect{|field| self.identify_field field}
    common_field_positions_other = common_fields.collect{|field| other.identify_field field}
  end

  other.with_unnamed do
    with_unnamed do
      through do |key, values|
        self[key] = [] unless self.include? key
        current = self[key]
        current = [current] unless Array === current
        if other.include? key
          case
          when other.type == :flat
            if type == :flat
              new_values = other[key]
            else
              new_values = [other[key]]
            end
          when other.type == :single
            new_values = [other[key]]
          else
            other_values = other[key] || [nil] * other.fields.length
            new_values = field_positions.collect do |pos|
              pos == :key ? key : other_values[pos]
            end

            if common_fields.any?
              common_field_positions.zip(common_field_positions_other).each do |p1,p2|
                current[p1] += other_values[p2]
              end
            end
          end

          new_values.collect!{|v| [v]}     if     type == :double and not (other.type == :double or other.type == :flat)
          new_values.collect!{|v| v.nil? ? nil : (other.type == :single ? v : v.first)} if not type == :double and     other.type == :double

          new_values.flatten if type == :flat

          self[key] = current + new_values
        else
          if type == :double
            self[key] = current + [[]] * num_fields
          else
            self[key] = current + [nil] * num_fields
          end
        end
      end
    end
  end

  self.type = :list if self.type == :single

  self.fields = self.fields.concat fields

  self
end

#attach_source_key(other, source, options = {}) ⇒ Object 



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# File 'lib/rbbt/tsv/attach/util.rb', line 74

def attach_source_key(other, source, options = {})
  fields = Misc.process_options options, :fields
  one2one = Misc.process_options options, :one2one

  fields = other.fields - [key_field].concat(self.fields) if fields.nil?

  other = other.tsv(:persistence => :no_create) unless TSV === other
  field_positions = fields.collect{|field| other.identify_field field}
  field_names     = field_positions.collect{|pos| pos == :key ? other.key_field : other.fields[pos] }

  corrected_source = all_fields.select{|f| Misc.match_fields(f, source) }.first
  source_pos = identify_field corrected_source

  other.with_unnamed do
    with_unnamed do
      through do |key, values|
        source_keys = values[source_pos]

        case
        when (source_keys.nil? or (Array === source_keys and source_keys.empty?))
          if type == :double
            self[key] = values.concat field_positions.collect{|v| []}
          else
            self[key] = values.concat [nil] * field_positions.length
          end
        when Array === source_keys
          all_new_values = source_keys.collect do |source_key|
            positions = field_positions.collect do |pos|
              if pos == :key
                [source_key]
              else
                if other.include? source_key
                  v = case other.type
                      when :flat
                        other[source_key]
                      when :single
                        [other[source_key]]
                      when :double
                        other[source_key][pos]
                      when :list
                        [other[source_key][pos]]
                      end
                else
                  [nil]
                end
              end
            end

            positions.collect!{|v| v[0..0]} if one2one
            positions
          end

          new = Misc.zip_fields(all_new_values).each{|field_entry|
            field_entry.flatten!
            field_entry.compact!
          }

          self[key] = values.concat new
        else
          source_key = source_keys
          all_new_values = field_positions.collect do |pos|
            if pos == :key
              source_key
            else
              if other.include?(source_key)
                if other.type == :single
                  v = other[source_key]
                else
                  v = other[source_key][pos]
                end
                Array === v ? v.first : v
              else
                nil
              end
            end
          end

          self[key] = values.concat all_new_values
        end

      end
    end
  end

  self.fields = self.fields.concat field_names
  self
end

#change_key(format, options = {}, &block) ⇒ Object 



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# File 'lib/rbbt/tsv/change_id.rb', line 51

def change_key(format, options = {}, &block)
  options = Misc.add_defaults options, :identifiers => self.identifiers
  TSV.change_key(self, format, options, &block)
end

#chunked_values_at(keys, max = 5000) ⇒ Object

def _values_at(*keys)

keys.collect do |key|
  self[key]
end

end



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# File 'lib/rbbt/tsv/accessor.rb', line 378

def chunked_values_at(keys, max = 5000)
  Misc.ordered_divide(keys, max).inject([]) do |acc,c|
    new = self.values_at(*c)
    new.annotate acc if new.respond_to? :annotate and acc.empty?
    acc.concat(new)
  end
end

#close ⇒ Object 



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# File 'lib/rbbt/tsv/accessor.rb', line 102

def close
  begin
    super
  rescue Exception
    self
  end
end

#collect ⇒ Object 



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# File 'lib/rbbt/tsv/accessor.rb', line 335

def collect
  serializer_module = self.serializer_module
  super do |key, value|
    next if ENTRY_KEYS.include? key

    # TODO Update this to be more efficient
    value = serializer_module.load(value) unless serializer_module.nil? or TSV::CleanSerializer == serializer_module

    # Annotated with Entity and NamedArray
    if not @unnamed
      if not fields.nil? 
        case type
        when :double, :list
          setup_array value, fields, key, entity_options if Array === value 
        when :flat, :single
          value = prepare_entity(value, fields.first, entity_options)
        end
      end
      key = prepare_entity(key, key_field, entity_options)
    end

    if block_given?
      yield key, value
    else
      [key, value]
    end
  end
end

#column(field, cast = nil) ⇒ Object 



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# File 'lib/rbbt/tsv/manipulate.rb', line 563

def column(field, cast = nil)
  new = slice(field)

  new.with_unnamed do
    new.each do |k,v|
      nv = v.first 
      nv = nv.send(cast) unless cast.nil?
      new[k] = nv
    end
  end

  case type
  when :double, :flat
    new.type = :flat
  else
    new.type = :single
  end

  new
end

#column_values(field, options = {}) ⇒ Object 



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# File 'lib/rbbt/tsv/manipulate.rb', line 584

def column_values(field, options = {})
  all = []
  through :key, field do |k,values|
    values = Array === values ? values.flatten : [values]
    all.concat values
  end
  prepare_entity(all, field, options = {})
end

#detach(file) ⇒ Object 



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# File 'lib/rbbt/tsv/attach.rb', line 292

def detach(file)
  file_fields = file.fields.collect{|field| field.fullname}
  detached_fields = []
  self.fields.each_with_index{|field,i| detached_fields << i if file_fields.include? field.fullname}
  reorder :key, detached_fields
end

#dump_entry_value(value) ⇒ Object 



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# File 'lib/rbbt/tsv/accessor.rb', line 154

def dump_entry_value(value)
  return value unless respond_to? :persistence_path
  (value.nil? or value == SERIALIZED_NIL) ? SERIALIZED_NIL : TSV_SERIALIZER.dump(value)
end

#dumper_stream(keys = nil, no_options = false, unmerge = false, stream = nil) ⇒ Object 



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# File 'lib/rbbt/tsv/accessor.rb', line 570

def dumper_stream(keys = nil, no_options = false, unmerge = false, stream = nil)
  unmerge = false unless type == :double

  options = self.options
  options[:type] = :list if unmerge

  TSV::Dumper.stream options, filename, stream do |dumper|
    case no_options
    when FalseClass, nil
      dumper.init
    when Hash
      dumper.init(no_options)
    end

    begin
      if keys
        keys.each do |key|
          if unmerge
            value_list = self[key]
            max = value_list.collect{|v| v.length}.max

            if unmerge == :expand and max > 1
              value_list = value_list.collect do |values|
                if values.length == 1
                  [values.first] * max
                else
                  values
                end
              end
            end
            
            Misc.zip_fields(value_list).each do |values|
              dumper.add key, values
            end
          else
            dumper.add key, self[key]
          end
        end
      else
        with_unnamed do
          each do |k,value_list|

            if unmerge
              max = value_list.collect{|v| v.length}.max

              if unmerge == :expand and max > 1
                value_list = value_list.collect do |values|
                  if values.length == 1
                    [values.first] * max
                  else
                    values
                  end
                end
              end

              Misc.zip_fields(value_list).each do |values|
                dumper.add k, values
              end
            else
              dumper.add k, value_list
            end
          end
        end
      end
      dumper.close
    rescue Exception
      Log.exception $!
      raise $!
    end
  end
end

#each ⇒ Object 



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# File 'lib/rbbt/tsv/accessor.rb', line 307

def each
  fields = self.fields

  serializer_module = self.serializer_module
  super do |key, value|
    next if ENTRY_KEYS.include? key

    # TODO Update this to be more efficient
    value = serializer_module.load(value) unless value.nil? or serializer_module.nil? or TSV::CleanSerializer == serializer_module

    # Annotated with Entity and NamedArray
    if not @unnamed
      if not fields.nil? 
        case type
        when :double, :list
          setup_array value, fields, key, entity_options, entity_templates if Array == value
        when :flat, :single
          prepare_entity(value, fields.first, entity_options)
        end
      end
      key = prepare_entity(key, key_field, entity_options)
    end

    yield key, value if block_given?
    [key, value]
  end
end

#empty? ⇒ Boolean

Returns:

  • (Boolean) 


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# File 'lib/rbbt/tsv/accessor.rb', line 212

def empty?
  length == 0
end

#excel(filename, options = {}) ⇒ Object 



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# File 'lib/rbbt/tsv/excel.rb', line 262

def excel(filename, options ={})
  if filename =~ /\.xlsx$/
    xlsx(filename, options)
  else
    xls(filename, options)
  end
end

#field_index(field) ⇒ Object 



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# File 'lib/rbbt/tsv/field_index.rb', line 13

def field_index(field)
  @field_indices ||= {}
  @field_indices[field] ||= Persist.persist_tsv(self, filename, {:field => field}, :prefix => "FieldIndex", :dir => TSV.field_index_dir, :persist => true, :serializer => :list, :engine => "BDB" ) do |data|
    tsv = {}
    case type 
    when :single, :list
      through :key, [field] do |key, values|
        value = values.first
        tsv[value] ||= []
        tsv[value] << key
      end
    else
      through :key, [field] do |key, values|
        values.first.each do |value|
          tsv[value] ||= []
          tsv[value] << key
        end
      end
    end

    tsv.each do |v,keys|
      data[v] = keys.sort
    end

    data
  end
end

#field_index_select(matches) ⇒ Object 



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# File 'lib/rbbt/tsv/field_index.rb', line 41

def field_index_select(matches)
  final = nil
  matches.each do |field,values|
    i = field_index(field)

    if Array === values
      keys = values.inject([]){|acc,value| m = i[value]; acc = m.nil? ? acc : Misc.merge_sorted_arrays( acc, m) }
    else
      keys = i[values] || []
    end

    final = final.nil? ? keys : Misc.intersect_sorted_arrays(final, keys)
  end
  final
end

#fields ⇒ Object 



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# File 'lib/rbbt/tsv/accessor.rb', line 481

def fields
  #@fields ||= TSV_SERIALIZER.load(self.send(:[], "__tsv_hash_fields", :entry_key) || SERIALIZED_NIL)
  @fields ||= load_entry_value(self.send(:[], "__tsv_hash_fields", :entry_key))
  if true or @fields.nil? or @unnamed
    @fields
  else
    @named_fields ||= NamedArray.setup @fields, @fields, nil, entity_options, entity_templates
  end
end

#fields=(value) ⇒ Object 



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# File 'lib/rbbt/tsv/accessor.rb', line 496

def fields=(value)
  clean = true
  self.send(:[]=, "__tsv_hash_fields", dump_entry_value(value), clean)
  @fields = value
  @named_fields = nil
end

#filter(filter_dir = nil) ⇒ Object 



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# File 'lib/rbbt/tsv/filter.rb', line 287

def filter(filter_dir = nil)
  self.extend Filtered
  self.filter_dir = filter_dir
  self.filters = []
  self
end

#head_str(times = 10) ⇒ Object 



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# File 'lib/rbbt/tsv/accessor.rb', line 681

def head_str(times=10)
  stream = dumper_stream
  str = ""
  times.times do |i|
    break if stream.eof?
    str << stream.gets
  end
  str
end

#head_tsv(times = 10) ⇒ Object Also known as: head 



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# File 'lib/rbbt/tsv/accessor.rb', line 691

def head_tsv(times = 10)
  new = self.annotate({})
  i = 0
  self.each do |k,v|
    return new if i == times
    new[k] = v
    i += 1
  end
  new
end

#identifier_files ⇒ Object 



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# File 'lib/rbbt/tsv/accessor.rb', line 511

def identifier_files
  case
  when (identifiers and TSV === identifiers)
    [identifiers]
  when (identifiers and Array === identifiers)
    case
    when (TSV === identifiers.first or identifiers.empty?)
      identifiers
    else
      identifiers.collect{|f| Path === f ? f : Path.setup(f)}
    end
  when identifiers
    [ Path === identifiers ? identifiers : Path.setup(identifiers) ]
  when Path === filename
    filename.identifier_files
  when filename
    Path.setup(filename.dup).identifier_files
  else
    []
  end
end

#identify_field(field) ⇒ Object 



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# File 'lib/rbbt/tsv/util.rb', line 236

def identify_field(field)
  TSV.identify_field(key_field, fields, field)
end

#index(options = {}) ⇒ Object 



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# File 'lib/rbbt/tsv/index.rb', line 12

def index(options = {})
  options = Misc.add_defaults options, 
    :target => :key, :fields => nil, :type => :single, :order => false

  persist_options = Misc.pull_keys options, :persist
  persist_options[:prefix] ||= "Index[#{options[:target] || :key}]"

  Log.debug "Index: #{ filename } - #{Misc.fingerprint options}"
  Persist.persist_tsv self, filename, options, persist_options do |new|
    with_unnamed do
      target, fields, index_type, order = Misc.process_options options, :target, :fields, :type, :order

      new.serializer = index_type if new.respond_to? :serializer and new.serializer == :type

      if order

        # Maybe best to do the stuff in memory first instead of the original
        # object, which could be persisted
        save = new
        new = {} 

        new_key_field, new_fields = through target, fields, true do |key, values|
          next if key.empty? 
          case type
          when :single
            values = [values]
            values.unshift key
          when :double
            values = values.dup
            values.unshift [key]
          when :list, :flat
            values = values.dup
            values.unshift key
          end

          values.each_with_index do |list, i|
            list = [list] unless type == :double

            list.uniq.each do |value|
              if new.include? value
                new_value = new[value]
              else
                new_value = []
              end

              if new_value[i].nil?
                new_value[i] =  key
              else
                new_value[i] += "|" <<  key 
              end
              new[value] = new_value
            end
          end
        end

        # Update original object
        new.each do |key, values|
          case
          when index_type == :double
            save[key] = [values.compact.collect{|v| v.split "|"}.flatten.uniq]
          when index_type == :flat
            save[key] = values.compact.collect{|v| v.split "|"}.flatten.uniq
          when index_type == :single
            save[key] = values.compact.collect{|v| v.split "|"}.flatten.first
          end
        end

        new = save
      else
        new_key_field, new_fields = through target, fields, true do |key, values|
          case
          when type == :single
            values = [values]
          when type == :double
            values = values.flatten
          else
            values = values.dup
          end

          values.unshift key

          values.uniq.each do |value|
            case index_type
            when :double
              if not new.include? value
                new[value] = [[key]]
              else
                current = new[value]
                current[0] << key
                new[value] = current
              end
            when :flat
              if not new.include? value
                new[value] = [key]
              else
                current = new[value]
                current << key
                new[value] = current
              end

            else
              new[value] = key unless new.include? value
            end
          end
        end
      end

      new_fields = [] if new_fields.nil?
      TSV.setup(new, :type => index_type, :filename => filename, :fields => [new_key_field], :key_field => new_fields * ", ", :namespace => namespace)
    end
  end
end

#info ⇒ Object 



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# File 'lib/rbbt/tsv/accessor.rb', line 13

def info
  {:key_field => key_field, :fields => fields.dup, :namespace => namespace, :entity_options => entity_options, :type => type, :filename => filename, :identifiers => identifiers, :unnamed => unnamed, :cast => cast}.delete_if{|k,v| v.nil? }
end

#keys ⇒ Object 



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# File 'lib/rbbt/tsv/accessor.rb', line 284

def keys
  keys = super - ENTRY_KEYS.to_a
  return keys if @unnamed or key_field.nil?

  prepare_entity(keys, key_field, entity_options.merge(:dup_array => true))
end

#length ⇒ Object 



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# File 'lib/rbbt/tsv/accessor.rb', line 368

def length
  keys.length
end

#load_entry_value(value) ⇒ Object 



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# File 'lib/rbbt/tsv/accessor.rb', line 149

def load_entry_value(value)
  return value unless respond_to? :persistence_path
  (value.nil? or value == SERIALIZED_NIL) ? nil : TSV_SERIALIZER.load(value)
end

#marshal_dump ⇒ Object 



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# File 'lib/rbbt/tsv/marshal.rb', line 2

def marshal_dump
  if defined?(Persist::TCAdapter) && Persist::TCAdapter === self
    super
  else
    [info, to_hash]
  end
end

#matrix_melt(*args) ⇒ Object 



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# File 'lib/rbbt/tsv/matrix.rb', line 34

def matrix_melt(*args)
  tsv = TSV.read_matrix(self, *args)

  melt = Association.index tsv, :persist => false, :recycle => true
  source_field,_sep,target_field = melt.key_field.partition "~"
  melt.add_field source_field do |k,v|
    k.partition("~").first
  end
  melt.add_field target_field do |k,v|
    k.partition("~").last
  end
  melt
end

#melt(header_field = nil, *info_fields, &block) ⇒ Object 



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# File 'lib/rbbt/tsv/melt.rb', line 29

def melt(header_field = nil, *info_fields, &block)
  info_fields = fields if info_fields.nil? || info_fields.empty?
  TSV.melt self, key_field, header_field, fields, *info_fields, &block
end

#merge(other) ⇒ Object 



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# File 'lib/rbbt/tsv/util.rb', line 416

def merge(other)
  self.annotate(super(other))
end

#merge_different_fields(other, options = {}) ⇒ Object 



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# File 'lib/rbbt/tsv/attach.rb', line 178

def merge_different_fields(other, options = {})
  TmpFile.with_file do |output|
    TSV.merge_different_fields(self, other, output, options)
    tsv = TSV.open output, options
    tsv.key_field = self.key_field unless self.key_field.nil?
    tsv.fields = self.fields + other.fields unless self.fields.nil? or other.fields.nil?
    tsv
  end
end

#merge_zip(other) ⇒ Object 



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# File 'lib/rbbt/tsv/attach.rb', line 188

def merge_zip(other)
  other.each do |k,v|
    self.zip_new k, v
  end
  self
end

#namespace=(value) ⇒ Object 



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# File 'lib/rbbt/tsv/accessor.rb', line 491

def namespace=(value)
  self.send(:[]=, "__tsv_hash_namespace", dump_entry_value(value), true)
  @namespace = value
end

#options ⇒ Object 



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# File 'lib/rbbt/tsv/accessor.rb', line 533

def options
  options = {}
  ENTRIES.each do |entry|
    options[entry.to_sym] = self.send(entry)
  end
  IndiferentHash.setup options
end

#page(pnum, psize, field = nil, just_keys = false, reverse = false, &block) ⇒ Object

Starts in page 1



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# File 'lib/rbbt/tsv/accessor.rb', line 466

def page(pnum, psize, field = nil, just_keys = false, reverse = false, &block)
  pstart = psize * (pnum - 1)
  pend = psize * pnum - 1
  field = :key if field == "key"
  keys = sort_by(field || :key, true, &block)
  keys.reverse! if reverse

  if just_keys
    keys[pstart..pend]
  else
    select :key => keys[pstart..pend]
  end
end

#pos_index(pos_field = nil, options = {}) ⇒ Object 



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# File 'lib/rbbt/tsv/index.rb', line 140

def pos_index(pos_field = nil, options = {})
  pos_field ||= "Position"

  options = Misc.add_defaults options,
    :persist => false, :persist_file => nil, :persist_update => false 

  persist_options = Misc.pull_keys options, :persist
  persist_options[:prefix] ||= "PosIndex[#{pos_field}]"

  Persist.persist(filename || self.object_id.to_s, :fwt, persist_options) do 
    max_key_size = 0
    index_data = []
    with_unnamed do
      with_monitor :desc => "Creating Index Data", :step => 10000 do
        through :key, pos_field do |key, values|
          key_size = key.length
          max_key_size = key_size if key_size > max_key_size

          pos = values.first
          if Array === pos
            pos.each do |p|
              index_data << [key, p.to_i]
            end
          else
            index_data << [key, pos.to_i]
          end
        end
      end
    end

    index = FixWidthTable.get(:memory, max_key_size, false)
    index.add_point index_data
    index.read
    index
  end
end

#ppthrough(num_procs = 7, new_key_field = nil, new_fields = nil, uniq = false, zipped = false, &block) ⇒ Object 



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# File 'lib/rbbt/tsv/parallel/through.rb', line 23

def ppthrough(num_procs = 7, new_key_field = nil, new_fields = nil, uniq = false, zipped = false, &block)

  q = RbbtProcessQueue.new num_procs

  q.callback &@ppthrough_callback
  @ppthrough_callback = nil

  q.init do |k,v|
    block.call k,v
  end

  begin
    res = through(new_key_field, new_fields, uniq, zipped) do |*p|
      q.process q
    end
    q.join
  ensure
    q.clean
  end

  res
end

#ppthrough_callback(&block) ⇒ Object 



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# File 'lib/rbbt/tsv/parallel/through.rb', line 19

def ppthrough_callback(&block)
  @ppthrough_callback = block
end

#prepare_entity(entity, field, options = {}) ⇒ Object 



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# File 'lib/rbbt/tsv/accessor.rb', line 47

def prepare_entity(entity, field, options = {})
  return entity if entity.nil?
  return entity unless defined? Entity
  entity = entity if options.delete :dup_array
  if (template = entity_templates[field]) and template.respond_to?(:annotate)
    if String === entity or Array === entity
      entity = entity.dup if entity.frozen? 
      template.annotate entity
      entity.extend AnnotatedArray if Array === entity
    end
    entity
  else
    if entity_templates.include? field
      entity
    else
      template = Misc.prepare_entity("TEMPLATE", field, options)
      if template.respond_to?(:annotate)
        entity_templates[field] = template
        if String === entity or Array === entity
          entity = entity.dup if entity.frozen? 
          template.annotate entity
          entity.extend AnnotatedArray if Array === entity
        end
        entity
      else
        entity_templates[field] = nil
        entity
      end
    end
  end
end

#prepare_value(key, value) ⇒ Object

{{{ GETTERS AND SETTERS



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# File 'lib/rbbt/tsv/accessor.rb', line 218

def prepare_value(key, value)
  value = @serializer_module.load(value) if @serializer_module and not TSV::CleanSerializer == @serializer_module

  return value if @unnamed or fields.nil?

  case type
  when :double, :list
    setup_array value, fields, key, entity_options, entity_templates
  when :flat, :single
    begin value = value.dup; rescue; end if value.frozen?

    value = prepare_entity(value, fields.first, entity_options)
  end
  value
end

#process(field, &block) ⇒ Object 



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# File 'lib/rbbt/tsv/manipulate.rb', line 610

def process(field, &block)
  field_pos = identify_field field

  through do |key, values|
    case
    when type == :single
      field_values = values
    when type == :flat
      field_values = values
    else
      next if values.nil?
      field_values = values[field_pos]
    end

    new_values = case 
                 when block.arity == 1
                   yield(field_values)
                 when block.arity == 2
                   yield(field_values, key)
                 when block.arity == 3
                   yield(field_values, key, values)
                 else
                   raise "Unexpected arity in block, must be 1, 2 or 3: #{block.arity}"
                 end

    case
    when type == :single
      self[key] = new_values
    when type == :flat
      self[key] = new_values
    else
      if ! values[field_pos].frozen? && ((String === values[field_pos] && String === new_values) ||
        (Array === values[field_pos] && Array === new_values))
         values[field_pos].replace new_values
      else
        values[field_pos] = new_values
      end
      self[key] = values
    end
  end

  self
end

#process_key(&block) ⇒ Object 



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# File 'lib/rbbt/tsv/manipulate.rb', line 594

def process_key(&block)
  new = annotate({})
  through do |key, values|
    key = case 
          when block.arity == 1
            yield(key)
          when block.arity == 2
            yield(key, values)
          else
            raise "Unexpected arity in block, must be 1, 2 or 3: #{block.arity}"
          end
    new[key] = values
  end
  new
end

#pthrough(num_threads = 10, new_key_field = nil, new_fields = nil, uniq = false, zipped = false, &block) ⇒ Object 



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# File 'lib/rbbt/tsv/parallel/through.rb', line 3

def pthrough(num_threads = 10, new_key_field = nil, new_fields = nil, uniq = false, zipped = false, &block)
  q = RbbtThreadQueue.new num_threads

  q.init(true, &block)

  begin
    res = through(new_key_field, new_fields, uniq, zipped) do |*p|
      q.process p
    end
    q.join
  ensure
    q.clean
  end

end

#R(script, source = nil, open_options = {}) ⇒ Object 



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# File 'lib/rbbt/util/R.rb', line 173

def R(script, source = nil, open_options = {})
  open_options, source = source, nil if Hash === source

  source ||= Misc.process_options open_options, :source
  source = [source] unless Array === source 

  require_sources  = source.collect{|source|
    source = R::LIB_DIR["#{source.to_s}.R"] if R::LIB_DIR["#{source.to_s}.R"].exists?
    "source('#{source}')"
  } * ";\n" if Array === source and source.any?

  script = require_sources + "\n\n" + script if require_sources

  r_options = Misc.pull_keys open_options, :R

  r_options[:monitor] = open_options[:monitor] if open_options.include?(:monitor)
  r_options[:method] = open_options[:method] if open_options.include?(:method)
  r_options[:debug] = open_options[:debug] if open_options.include?(:debug)

  r_options[:debug] = true if r_options[:method] == :debug
  if r_options.delete :debug
    r_options[:monitor] = true
    r_options[:method] = :shell
    erase = false
  else
    erase = true
  end

  tsv_R_option_str = r_options.delete :open
  tsv_R_option_str = ", "  + tsv_R_option_str if String === tsv_R_option_str and not tsv_R_option_str.empty?

  raw = open_options.delete :raw
  TmpFile.with_file nil, erase do |f|
    Open.write(f, self.to_s)

    script = <<-EOF
## Loading tsv into data
data = rbbt.tsv('#{f}'#{tsv_R_option_str});

#{script.strip}

## Resaving data
if (! is.null(data)){ rbbt.tsv.write('#{f}', data); }
NULL
    EOF

    case r_options.delete :method
    when :eval
      R.eval_run script
    else 
      R.run script, r_options
    end

    open_options = Misc.add_defaults open_options, :type => :list
    if raw
      Open.read(f)
    else
      tsv = TSV.open(f, open_options) unless open_options[:ignore_output]
      tsv.key_field = open_options[:key] if open_options.include? :key
      tsv.namespace ||= self.namespace if self.namespace
      tsv
    end
  end
end

#R_console(pre_script = nil) ⇒ Object 



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# File 'lib/rbbt/util/R.rb', line 257

def R_console(pre_script = nil)
  TmpFile.with_file do |f|
    Log.debug{"R Console:\n" << pre_script } if pre_script
    TmpFile.with_file(pre_script) do |script_file|
      Open.write(f, self.to_s)
      script = "data_file = '#{f}';\n"
      script <<  "\n#\{{{Pre-script:\n\n" << pre_script << "\n#}}}Pre-script\n\n"
      R.console(script)
    end
  end
end

#R_interactive(script = nil, source = []) ⇒ Object 



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# File 'lib/rbbt/util/R.rb', line 238

def R_interactive(script = nil, source = [])
  TmpFile.with_file do |data_file|
    Open.write(data_file, self.to_s)

    Log.debug{"R Interactive:\n" << script } if script

    script =<<-EOF
# Loading data
data_file = '#{data_file}'
data = rbbt.tsv(data_file)

# Script
#{script}
    EOF

    R.interactive(script)
  end
end

#range_index(start_field = nil, end_field = nil, options = {}) ⇒ Object 



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# File 'lib/rbbt/tsv/index.rb', line 210

def range_index(start_field = nil, end_field = nil, options = {})
  start_field ||= "Start"
  end_field ||= "End"

  options = Misc.add_defaults options,
    :persist => false, :persist_file => nil, :persist_update => false 

  persist_options = Misc.pull_keys options, :persist
  persist_options[:prefix] ||= "RangeIndex[#{start_field}-#{end_field}]"

  Persist.persist(filename || self.object_id.to_s, :fwt, persist_options) do 
    max_key_size = 0
    index_data = []
    with_unnamed do
      with_monitor :desc => "Creating Index Data", :step => 10000 do
        through :key, [start_field, end_field] do |key, values|
          key_size = key.length
          max_key_size = key_size if key_size > max_key_size

          start_pos, end_pos = values
          if Array === start_pos
            start_pos.zip(end_pos).each do |s,e|
              index_data << [key, [s.to_i, e.to_i]]
            end
          else
            index_data << [key, [start_pos.to_i, end_pos.to_i]]
          end
        end
      end
    end

    index = FixWidthTable.get(:memory, max_key_size, true)
    index.add_range index_data
    index.read
    index
  end
end

#read(force = false) ⇒ Object 



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# File 'lib/rbbt/tsv/accessor.rb', line 110

def read(force = false)
  begin
    super
  rescue Exception
    Log.exception $!
    @writable = false
    self
  end
end

#remove_duplicates(pivot = 0) ⇒ Object 



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# File 'lib/rbbt/tsv/accessor.rb', line 830

def remove_duplicates(pivot = 0)
  new = self.annotate({})
  self.through do |k,values|
    new[k] = Misc.zip_fields(Misc.zip_fields(values).uniq)
  end
  new
end

#rename_field(field, new) ⇒ Object 



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# File 'lib/rbbt/tsv/util.rb', line 240

def rename_field(field, new)
  self.fields = self.fields.collect{|f| f == field ? new : f }
  self
end

#reorder(new_key_field = nil, new_fields = nil, options = {}) ⇒ Object 



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# File 'lib/rbbt/tsv/manipulate.rb', line 249

def reorder(new_key_field = nil, new_fields = nil, options = {}) 
  zipped, uniq, merge = Misc.process_options options, :zipped, :uniq, :merge

  persist_options = Misc.pull_keys options, :persist
  persist_options[:prefix] = "Reorder"

  Persist.persist_tsv self, self.filename, self.options.merge({:key_field => new_key_field, :fields => new_fields}), persist_options do |data|
    data.serializer = type if data.respond_to? :serializer and data.serializer == :type

    new_key_field_name, new_field_names = nil, nil
    with_unnamed do
      if zipped or (type != :double and type != :flat)
        new_key_field_name, new_field_names = through new_key_field, new_fields, uniq, zipped do |key, value|
          if merge 
            if data[key]
              new_values = data[key].dup
              value.each_with_index do |v,i|
                new_values[i] += [v]
              end
              data[key] = new_values if Array === value
            else
              data[key] = value.collect{|v| [v]} if Array === value
            end
          else
            data[key] = value.clone if Array === value
          end
        end
      else
        case type 
        when :double
          new_key_field_name, new_field_names = through new_key_field, new_fields, uniq, zipped do |keys, value|
            keys = [keys] unless Array === keys
            keys.each do |key|
              if data[key] 
                current = data[key].dup
                value.each_with_index do |v, i|
                  if current[i]
                    current[i] += v if v
                  else
                    current[i] = v || []
                  end
                end
                data[key] = current 
              else
                data[key] = value.collect{|v| v.nil? ? nil : v.dup}
              end
            end
          end
        when :flat
          new_key_field_name, new_field_names = through new_key_field, new_fields, uniq, zipped do |key, value|
            data[key] ||= []
            data[key] += value
          end
        else
          raise "Unkown type #{type}"
        end
      end
    end

    #if real_data and real_data.respond_to? :persistence_path
    #  real_data.serializer = type if real_data.respond_to? :serializer
    #  real_data.merge!(data)
    #  data = real_data
    #end

    data.extend TSV unless TSV === data
    self.annotate(data)
    data.entity_options = self.entity_options
    data.entity_templates = self.entity_templates

    data.key_field = new_key_field_name
    data.fields = new_field_names
    data.fields.each do |field|
      data.entity_templates[field] = entity_templates[field] if entity_templates.include? field
    end
    data.type = zipped ? (merge ? :double : :list) : type

    data
  end
end

#reset_filters ⇒ Object 



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# File 'lib/rbbt/tsv/filter.rb', line 294

def reset_filters
  if @filter_dir.nil? or @filter_dir.empty?
    @filters.each do |filter| filter.reset end if Array === @filters
    return
  end

  Dir.glob(File.join(@filter_dir, '*.filter')).each do |f|
    FileUtils.rm f
  end
end

#select(method = nil, invert = false, &block) ⇒ Object 



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# File 'lib/rbbt/tsv/manipulate.rb', line 367

def select(method = nil, invert = false, &block)
  new = TSV.setup({}, :key_field => key_field, :fields => fields, :type => type, :filename => filename, :identifiers => identifiers)

  self.annotate(new)
  #new.key_field = key_field
  #new.fields    = fields.dup unless fields.nil?
  #new.type      = type
  #new.filename  = filename
  #new.namespace = namespace
  #new.entity_options = entity_options
  #new.entity_templates = entity_templates
  
  case
  when (method.nil? and block_given?)
    through do |key, values|
      new[key] = values if invert ^ (yield key, values)
    end
  when Array === method
    method = Set.new method
    with_unnamed do
      case type
      when :single
        through do |key, value|
          new[key] = value if invert ^ (method.include? key or method.include? value)
        end
      when :list, :flat
        through do |key, values|
          new[key] = values if invert ^ (method.include? key or (method & values).length > 0)
        end
      else
        through do |key, values|
          new[key] = values if invert ^ (method.include? key or (method & values.flatten).length > 0)
        end
      end
    end
  when Regexp === method
    with_unnamed do
      through do |key, values|
        new[key] = values if invert ^ ([key,values].flatten.select{|v| v =~ method}.any?)
      end
    end
  when (String === method || Symbol === method)
    if block_given?
      case 
      when block.arity == 1
        with_unnamed do
          case
          when (method == key_field or method == :key)
            through do |key, values|
              new[key] = values if invert ^ (yield(key))
            end
          when (type == :single or type == :flat)
            through do |key, value|
              new[key] = value if invert ^ (yield(value))
            end
          else
            pos = identify_field method
            raise "Field #{ method } not identified. Available: #{ fields * ", " }" if pos.nil?

            through do |key, values|
              new[key] = values if invert ^ (yield(values[pos]))
            end
          end
        end
      when block.arity == 2
        with_unnamed do
          case
          when (method == key_field or method == :key)
            through do |key, values|
              new[key] = values if invert ^ (yield(key, key))
            end
          when (type == :single or type == :flat)
            through do |key, value|
              new[key] = value if invert ^ (yield(key, value))
            end
          else
            pos = identify_field method
            through do |key, values|
              new[key] = values if invert ^ (yield(key, values[pos]))
            end
          end

        end
      end

    else
      with_unnamed do
        through do |key, values|
          new[key] = values if invert ^ ([key,values].flatten.select{|v| v == method}.any?)
        end
      end
    end
  when Hash === method
    key  = method.keys.first
    method = method.values.first
    case
    when (Array === method and (key == :key or key_field == key))
      with_unnamed do
        Annotated.purge(method).each{|key| 
          new[key] = self[key] if invert ^ (self.include? key)
        }
      end
    when Array === method
      with_unnamed do
        method = Set.new method unless Set === method
        case type
        when :single
          through :key, key do |key, value|
            new[key] = self[key] if invert ^ (method.include? value)
          end
        when :list
          through :key, key do |key, values|
            new[key] = self[key] if invert ^ (method.include? values.first)
          end
        when :flat #untested
          through :key, key do |key, values|
            new[key] = self[key] if invert ^ ((method & values.flatten).any?)
          end
        else
          through :key, key do |key, values|
            new[key] = self[key] if invert ^ ((method & values.flatten).any?)
          end
        end
      end

    when Regexp === method
      with_unnamed do
        through :key, key do |key, values|
          values = [values] if type == :single
          new[key] = self[key] if invert ^ (values.flatten.select{|v| v =~ method}.any?)
        end
      end

    when (String === method and method =~ /name:(.*)/)
      name = $1
      old_unnamed = self.unnamed
      self.unnamed = false
      if name.strip =~ /^\/(.*)\/$/
        regexp = Regexp.new $1
        through :key, key do |key, values|
          case type
          when :single
            values = values.annotate([values])
          when :double
            values = values[0]
          end
          new[key] = self[key] if invert ^ (values.select{|v| v.name =~ regexp}.any?)
        end
      else
        through :key, key do |key, values|
          case type
          when :single
            values = values.annotate([values])
          when :double
            values = values[0]
          end
          new[key] = self[key] if invert ^ (values.select{|v| v.name == name}.any?)
        end
      end
      self.unnamed = old_unnamed

    when String === method
      if method =~ /^([<>]=?)(.*)/
        with_unnamed do
          through :key, key do |key, values|
            value = Array === values ? values.flatten.first : values
            new[key] = self[key] if value.to_f.send($1, $2.to_f)
          end
        end
      else
        with_unnamed do
          through :key, key do |key, values|
            values = [values] if type == :single
            new[key] = self[key] if invert ^ (values.flatten.select{|v| v == method}.length > 0)
          end
        end
      end
    when Numeric === method
      with_unnamed do
        through :key, key do |key, values|
          new[key] = self[key] if invert ^ (values.flatten.length >= method)
        end
      end
    when Proc === method
      with_unnamed do
        through :key, key do |key, values|
          values = [values] if type == :single
          new[key] = self[key] if invert ^ (values.flatten.select{|v| method.call(v)}.length > 0)
        end
      end
    end
  end

  new
end

#serializer=(serializer) ⇒ Object 



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# File 'lib/rbbt/tsv/accessor.rb', line 196

def serializer=(serializer)
  @serializer = serializer
  self.send(:[]=, KEY_PREFIX + 'serializer', dump_entry_value(serializer), :entry_key)
  @serializar_module = serializer.nil? ? TSV::CleanSerializer : (Module === serializer ? serializer : SERIALIZER_ALIAS[serializer.to_sym])
end

#setup_array(*args) ⇒ Object 



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# File 'lib/rbbt/tsv/accessor.rb', line 79

def setup_array(*args)
  res = NamedArray.setup(*args)
  return res if res.nil?
  res.instance_variable_set(:@entity_templates, entity_templates) 
  res
end

#size ⇒ Object 



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# File 'lib/rbbt/tsv/accessor.rb', line 364

def size
  super - ENTRY_KEYS.select{|k| self.include? k}.length
end

#slice(fields) ⇒ Object 



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# File 'lib/rbbt/tsv/manipulate.rb', line 330

def slice(fields)
  reorder :key, fields
end

#sort(*fields) ⇒ Object 



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# File 'lib/rbbt/tsv/manipulate.rb', line 334

def sort(*fields)
  fields = nil if fields.empty?

  elems = []
  through :key, fields do |key, value|
    elems << case
    when block_given?
      [key, yield(*value)]
    else
      case
      when type == :single
        [key, value]
      when type == :double
        [key, value.first.first]
      else
        [key, value.first]
      end
    end
  end

  elems.sort_by{|k,v| v}.collect{|k,v| k}
end

#sort_by(field = nil, just_keys = false, &block) ⇒ Object

{{{ Sorting



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# File 'lib/rbbt/tsv/accessor.rb', line 388

def sort_by(field = nil, just_keys = false, &block)
  field = :all if field.nil?

  if field == :all
    elems = collect
  else
    elems = []
    case type
    when :single
      through :key, field do |key, field|
        elems << [key, field]
      end
    when :list, :flat
      through :key, field do |key, fields|
        elems << [key, fields.first]
      end
    when :double
      through :key, field do |key, fields|
        elems << [key, fields.first]
      end
    end
  end

  if not block_given?
    if fields == :all
      if just_keys
        keys = elems.sort_by{|key, value| key }.collect{|key, values| key}
        keys = prepare_entity(keys, key_field, entity_options.merge(:dup_array => true))
      else
        elems.sort_by{|key, value| key }
      end
    else
      sorted = elems.sort do |a, b| 
        a_value = a.last
        b_value = b.last
        a_empty = a_value.nil? or (a_value.respond_to?(:empty?) and a_value.empty?)
        b_empty = b_value.nil? or (b_value.respond_to?(:empty?) and b_value.empty?)
        case
        when (a_empty and b_empty)
          0
        when a_empty
          -1
        when b_empty
          1
        when Array === a_value
          if a_value.length == 1 and b_value.length == 1
            a_value.first <=> b_value.first
          else
            a_value.length <=> b_value.length
          end
        else
          a_value <=> b_value
        end
      end
      if just_keys
        keys = sorted.collect{|key, value| key}
        keys = prepare_entity(keys, key_field, entity_options.merge(:dup_array => true)) unless @unnamed
        keys
      else
        sorted.collect{|key, value| [key, self[key]]}
      end
    end
  else
    if just_keys
      keys = elems.sort_by(&block).collect{|key, value| key}
      keys = prepare_entity(keys, key_field, entity_options.merge(:dup_array => true)) unless @unnamed
      keys
    else
      elems.sort_by(&block).collect{|key, value| [key, self[key]]}
    end
  end
end

#subset(keys) ⇒ Object 



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# File 'lib/rbbt/tsv/manipulate.rb', line 357

def subset(keys)
  new = TSV.setup({}, :key_field => key_field, :fields => fields, :type => type, :filename => filename, :identifiers => identifiers)
  self.with_unnamed do
    keys.each do |k|
      new[k] = self[k] if self.include?(k)
    end
  end
  new
end

#summary ⇒ Object 



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# File 'lib/rbbt/tsv/accessor.rb', line 704

def summary

  key = nil
  values = nil
  self.each do |k, v|
    key = k
    values = v
    break
  end

  filename = @filename
  filename = "No filename" if filename.nil? || filename.empty?
  filename.find if Path === filename 
  filename = File.basename(filename) + " [" + File.basename(persistence_path) + "]" if respond_to?(:persistence_path) and persistence_path

  with_unnamed do
    <<-EOF
Filename = #{filename}
Key field = #{key_field || "*No key field*"}
Fields = #{fields ? Misc.fingerprint(fields) : "*No field info*"}
Type = #{type}
Serializer = #{serializer.inspect}
Size = #{size}
namespace = #{Misc.fingerprint namespace}
identifiers = #{Misc.fingerprint identifiers}
Example:
- #{key} -- #{Misc.fingerprint values }
    EOF
  end
end

#swap_id(*args) ⇒ Object 



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# File 'lib/rbbt/tsv/change_id.rb', line 106

def swap_id(*args)
  TSV.swap_id(self, *args)
end

#through(new_key_field = nil, new_fields = nil, uniq = false, zipped = false) ⇒ Object

{{{ Methods



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# File 'lib/rbbt/tsv/manipulate.rb', line 161

def through(new_key_field = nil, new_fields = nil, uniq = false, zipped = false)

  traverser = Traverser.new key_field, fields, new_key_field, new_fields, type, uniq

  if @monitor
    if Log::ProgressBar === @monitor
      @monitor.max = size
      progress_monitor = @monitor
    else
      desc = "Iterating TSV"
      step = 100
      if Hash === @monitor
        desc = @monitor[:desc] if @monitor.include? :desc 
        step = @monitor[:step] if @monitor.include? :step 
      elsif String === @monitor
        desc = @monitor
      end
      progress_monitor = Log::ProgressBar.new_bar(size, :desc => desc)
    end
  else
    progress_monitor = nil
  end

  each do |key, value|
    progress_monitor.tick if progress_monitor

    keys, value = traverser.process(key, value)

    next if keys.nil?
    
    keys = [keys].compact unless Array === keys

    # Annotated with Entity and NamedArray
    if not @unnamed and not traverser.new_field_names.nil? 

      case type
      when :double, :list
        #Log.warn "Value frozen: #{ value }" if value.frozen?

        value.nil? ?
          nil :
          NamedArray.setup(value, traverser.new_field_names, key, entity_options, entity_templates)

      when :flat, :single
        prepare_entity(value, traverser.new_field_names.first, entity_options)
      end
    end



    if zipped

      keys.each_with_index do |k,i|
        v = value.collect{|v|
          r = v[i]
          r = v[0] if r.nil?
          r
        }

        if not @unnamed 
          k = Misc.prepare_entity(k, traverser.new_key_field_name, entity_options)
        end

        v.key = k if NamedArray === v

        yield k, v
 
      end

    else

      keys.each do |key|
        if not @unnamed
          k = Misc.prepare_entity(k, traverser.new_key_field_name, entity_options)
        end
        value.key = key if NamedArray === value
        yield key, value
      end

    end

  end

  Log::ProgressBar.remove_bar progress_monitor if progress_monitor

  [traverser.new_key_field_name, traverser.new_field_names]
end

#to_double ⇒ Object 



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# File 'lib/rbbt/tsv/util.rb', line 296

def to_double
  new = {}
  case type
  when :double
    return self
  when :flat
    through do |k,v|
      new[k] = v.nil? ? [] : [v]
    end
  when :single
    through do |k,v|
      new[k] = v.nil? ? [[]] : [[v]]
    end
  when :list
    if block_given?
      through do |k,v|
        if v.nil?
          new[k] = nil
        else
          new[k] = v.collect{|e| yield e}
        end
      end
    else
      through do |k,v|
        if v.nil?
          new[k] = nil
        else
          new[k] = v.collect{|e| [e]}
        end
      end
    end
  end
  self.annotate(new)
  new.type = :double
  new
end

#to_flat(field = nil) ⇒ Object 



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# File 'lib/rbbt/tsv/util.rb', line 333

def to_flat(field = nil)
  new = {}
  case type
  when :double
    if field.nil?
      through do |k,v| new[k] = v.first end
    elsif field == :all
      through do |k,v| new[k] = v.flatten.compact end
    else
      pos = identify_field field
      through do |k,v| new[k] = v[pos] end
    end
  when :flat
    return self
  when :single
    through do |k,v|
      new[k] = [v]
    end
  when :list
    through do |k,v|
      new[k] = [v.first]
    end
  end
  self.annotate(new)
  if new.fields
    case field
    when nil
      new.fields = new.fields[0..0]
    when :all
      new.fields = [new.fields * "+"]
    else
      new.fields = [field]
    end
  end
  new.type = :flat
  new
end

#to_hash ⇒ Object 



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# File 'lib/rbbt/tsv/accessor.rb', line 735

def to_hash
  new = self.dup
  ENTRY_KEYS.each{|entry| new.delete entry}
  new
end

#to_list(&block) ⇒ Object 



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# File 'lib/rbbt/tsv/util.rb', line 263

def to_list(&block)
  new = {}
  case type
  when :double
    if block_given?
      through do |k,v|
        if block.arity == 1
          new[k] = v.collect{|e| yield e}
        else
          new[k] = yield k, v
        end
      end
    else
      through do |k,v|
        new[k] = v.collect{|e| e.first}
      end
    end
  when :flat
    through do |k,v|
      new[k] = [v.first]
    end
  when :single
    through do |k,v|
      new[k] = [v]
    end
  when :list
    return self
  end
  self.annotate(new)
  new.type = :list
  new
end

#to_onehot(boolean = false) ⇒ Object 



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# File 'lib/rbbt/tsv/util.rb', line 404

def to_onehot(boolean = false)
  all_values = values.flatten.uniq.collect{|v| v.to_s}.sort
  index = TSV.setup({}, :key_field => key_field, :fields => all_values, :type => :list)
  index.cast = :to_i unless boolean
  through do |key,values|
    v = all_values.collect{|_v| values.include?(_v)}
    v = v.collect{|_v| _v ? 1 : 0 } unless boolean
    index[key] = v
  end
  index
end

#to_s(keys = nil, no_options = false, unmerge = false) ⇒ Object 



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# File 'lib/rbbt/tsv/accessor.rb', line 642

def to_s(keys = nil, no_options = false, unmerge = false)
  if FalseClass === keys or TrueClass === keys or Hash === keys
    no_options = keys
    keys = nil
  end

  if keys == :sort
    with_unnamed do
      keys = self.keys.sort
    end
  end

  io = dumper_stream(keys, no_options, unmerge, StringIO.new)
  io.rewind
  io.read
end

#to_single ⇒ Object 



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# File 'lib/rbbt/tsv/util.rb', line 371

def to_single
  new = {}

  if block_given?
    through do |k,v|
      new[k] = yield v
    end
  else
    case type
    when :double
      through do |k,v|
        new[k] = v.first.first
      end
    when :flat
      through do |k,v|
        new[k] = v.first
      end
    when :single
      return self
    when :list
      through do |k,v|
        new[k] = v.nil? ? nil : v.first
      end
    end
  end

  self.annotate(new)
  new.type = :single
  new.fields = [new.fields.first] if new.fields.length > 1
  new
end

#to_unmerged_expanded_s(keys = nil, no_options = false) ⇒ Object 



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# File 'lib/rbbt/tsv/accessor.rb', line 663

def to_unmerged_expanded_s(keys = nil, no_options = false)
  to_s keys, no_options, :expand
end

#to_unmerged_s(keys = nil, no_options = false) ⇒ Object 



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# File 'lib/rbbt/tsv/accessor.rb', line 659

def to_unmerged_s(keys = nil, no_options = false)
  to_s keys, no_options, true
end

#transpose(key_field = "Unkown ID") ⇒ Object 



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# File 'lib/rbbt/tsv/manipulate.rb', line 736

def transpose(key_field = "Unkown ID")
  case type
  when :single, :flat
    self.to_list.transpose_list key_field
  when :list
    transpose_list key_field
  when :double
    transpose_double key_field
  end
end

#transpose_double(key_field = "Unkown ID") ⇒ Object 



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# File 'lib/rbbt/tsv/manipulate.rb', line 729

def transpose_double(key_field = "Unkown ID")
  sep = "-!SEP--#{rand 10000}!-"
  tmp = self.to_list{|v| v * sep}
  new = tmp.transpose_list(key_field)
  new.to_double{|v| v.split(sep)}
end

#transpose_list(key_field = "Unkown ID") ⇒ Object 



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# File 'lib/rbbt/tsv/manipulate.rb', line 713

def transpose_list(key_field="Unkown ID")
  new_fields = keys.dup
  new = self.annotate({})
  TSV.setup(new, :key_field => key_field, :fields => new_fields, :type => type, :filename => filename, :identifiers => identifiers)

  require 'matrix'
  m = Matrix.rows values 
  new_rows = m.transpose.to_a

  fields.zip(new_rows) do |key,row|
    new[key] = row
  end

  new
end

#tsv_sort(&block) ⇒ Object 



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# File 'lib/rbbt/tsv/accessor.rb', line 461

def tsv_sort(&block)
  collect.sort &block
end

#unzip(field = 0, merge = false, sep = ":", delete = true) ⇒ Object 



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# File 'lib/rbbt/tsv/accessor.rb', line 741

def unzip(field = 0, merge = false, sep = ":", delete = true)
  new = {}
  self.annotate new

  field_pos = self.identify_field field
  new.with_unnamed do
    if merge
      self.through do |key,values|
        field_values = values[field_pos]
        if delete
          values = values.dup
          values.delete_at(field_pos) 
        end
        next if field_values.nil?
        zipped = Misc.zip_fields(values)
        field_values.zip(zipped).each do |field_value,rest|
          rest = [nil] * values.length if rest.nil?
          k = [key,field_value]*sep
          if new.include? k
            new[k] = Misc.zip_fields(Misc.zip_fields(new[k]) << rest)
          else
            new[k] = rest.nil? ? nil : rest.collect{|v| [v]}
          end
        end
      end
      new.type = :double
    else
      self.through do |key,values|
        field_values = values[field_pos]
        values.delete_at(field_pos) if delete
        next if field_values.nil?
        zipped = Misc.zip_fields(values)
        field_values.zip(zipped).each do |field_value,rest|
          rest = [nil] * values.length if rest.nil?
          k = [key,field_value]*sep
          new[k] = rest
        end
      end
      new.type = :list
    end
  end

  if self.key_field and self.fields
    new.key_field = [self.key_field, self.fields[field_pos]] * sep
    new_fields = self.fields.dup 
    new_fields.delete_at(field_pos) if delete
    new.fields = new_fields
  end

  new
end

#unzip_replicates ⇒ Object 



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# File 'lib/rbbt/tsv/util.rb', line 245

def unzip_replicates
  raise "Can only unzip replicates in :double TSVs" unless type == :double

  new = {}
  self.with_unnamed do
    through do |k,vs|
      Misc.zip_fields(vs).each_with_index do |v,i|
        new[k + "(#{i})"] = v
      end
    end
  end

  self.annotate(new)
  new.type = :list

  new
end

#value_peek ⇒ Object 



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# File 'lib/rbbt/tsv/accessor.rb', line 667

def value_peek
  peek = {}
  i = 0
  begin
    through do |k,v|
      peek[k] = v 
      i += 1
      raise "STOP" if i > 10
    end
  rescue
  end
  peek
end

#values ⇒ Object 



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# File 'lib/rbbt/tsv/accessor.rb', line 291

def values
  values = chunked_values_at(keys)
  return values if @unnamed or fields.nil?

  case type
  when :double, :list
    values.each{|value| setup_array value, fields, nil, entity_options}
  when :single
    values = prepare_entity(values, fields.first, entity_options)
  when :flat
    values = values.collect{|v| prepare_entity(v, fields.first, entity_options)}
  end
    
  values
end

#values_to_s(values) ⇒ Object 



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# File 'lib/rbbt/tsv/accessor.rb', line 547

def values_to_s(values)
  case values
  when nil
    if fields.nil? or fields.empty?
      "\n"
    else
      "\t" << ([""] * fields.length) * "\t" << "\n"
    end
  when Array
    if fields.nil? or fields.empty?
      "\n"
    else
      "\t" << values.collect{|v| Array === v ? v * "|" : v} * "\t" << "\n"
    end
  else
    if fields.nil? or fields.empty?
      "\n"
    else
      "\t" << values.to_s << "\n"
    end
  end
end

#with_monitor(value = true) ⇒ Object 



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# File 'lib/rbbt/tsv/accessor.rb', line 94

def with_monitor(value = true)
  saved_monitor = @monitor
  @monitor = value.nil? ? false : value
  res = yield
  @monitor = saved_monitor
  res
end

#with_unnamed ⇒ Object 



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# File 'lib/rbbt/tsv/accessor.rb', line 86

def with_unnamed
  saved_unnamed = @unnamed 
  @unnamed = true
  res = yield
  @unnamed = saved_unnamed
  res
end

#write(force = false) ⇒ Object 



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# File 'lib/rbbt/tsv/accessor.rb', line 120

def write(force = false)
  begin
    super
  rescue Exception
    @writable = true
    self
  end
end

#write? ⇒ Boolean

Returns:

  • (Boolean) 


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# File 'lib/rbbt/tsv/accessor.rb', line 129

def write?
  @writable ||= false
end

#xls(filename, options = {}) ⇒ Object 



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# File 'lib/rbbt/tsv/excel.rb', line 254

def xls(filename, options ={})
  TSV::XLS.write(self, filename, options)
end

#xlsx(filename, options = {}) ⇒ Object 



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# File 'lib/rbbt/tsv/excel.rb', line 258

def xlsx(filename, options ={})
  TSV::XLSX.write(self, filename, options)
end

#zip(merge = false, field = "New Field", sep = ":") ⇒ Object 



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# File 'lib/rbbt/tsv/accessor.rb', line 793

def zip(merge = false, field = "New Field", sep = ":")
  new = {}
  self.annotate new

  new.type = :double if merge

  new.with_unnamed do
    if merge
      self.through do |key,values|
        new_key, new_value = key.split(sep)
        new_values = values + [[new_value] * values.first.length]
        if new.include? new_key
          current = new[new_key]
          current.each_with_index do |v,i|
            v.concat(new_values[i])
          end
        else
          new[new_key] = new_values
        end
      end
    else
      self.through do |key,values|
        new_key, new_value = key.split(sep)
        new_values = values + [new_value]
        new[new_key] = new_values
      end
    end
  end

  if self.key_field and self.fields
    new.key_field = self.key_field.partition(sep).first
    new.fields = new.fields + [field]
  end

  new
end

#zip_new(key, values) ⇒ Object 



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# File 'lib/rbbt/tsv/accessor.rb', line 253

def zip_new(key, values)
  values = [values] unless Array === values
  case type
  when :double
    if self.include? key
      new = []
      self[key, true].each_with_index do |v,i|
        _v = values[i]
        case _v
        when Array
          _n = v + _v
        else
          _n = v << _v
        end
        new << _n
      end
      self[key] = new
    else
      self[key] = Array === values.first ? values.dup : values.collect{|v| [v] }
    end
  when :flat
    if self.include? key
      self[key] = (self[key] + values).uniq
    else
      self[key] = values
    end
  else
    raise "Cannot zip_new for type: #{type}"
  end
end