<commit_before># encoding: utf-8

require 'open3'
require "enumerator"
require "hashie/mash"
require "tempfile"
require 'timeout'

class AnalyzerClient
  class ExtractionError < StandardError
  end

  attr_reader :text, :opt, :port, :timeout, :size

  Token = Class.new(<PASSWORD>)

  def initialize(text, opt={})
    @text = text
    @size = text.size
    @port = opt.fetch(:port, 50005)
    @timeout = opt.fetch(:timeout, 10800) # Three hours
  end

  def call
    output = []
    file = Tempfile.new('foo', encoding: 'utf-8')
    begin
      file.write(text)
      file.close
      stdin, stdout, stderr = Open3.popen3(command(file.path))
      Timeout::timeout(timeout) {
        until (line = stdout.gets).nil?
          output << line.chomp
        end

        message = stderr.readlines
        unless message.empty?
          raise ExtractionError, message.join("\n")
        end
      }
    rescue Timeout::Error
      raise ExtractionError, "Timeout"
    ensure
      file.close
      file.unlink
    end
    output
  end

  def tokens
    Enumerator.new do |yielder|
      pos = 0
      pre_tokens.each do |token|
        ne_text = token['form'].dup

        ne_regexp = build_regexp(ne_text)
        token_pos = text.index(ne_regexp, pos)

        if token_pos
          token.pos = token_pos
          yielder << token

          pos = token_pos + ne_text.length
        else
          pos = pos + ne_text.length
        end
      end
    end
  end

  def pre_tokens
    Enumerator.new do |yielder|
      call.each do |freeling_line|
        yielder << parse_token_line(freeling_line) unless freeling_line.empty?
      end
    end
  end

  def parse_token_line(str)
    form, lemma, tag, prob = str.split(' ')[0..3]
    Token.new({
      :form => form,
      :lemma => lemma,
      :tag => tag,
      :prob => prob && prob.to_f,
    }.reject { |k, v| v.nil? })<commit_msg>[hephaestus] Fix nonfound freeling entities<commit_after># encoding: utf-8

require 'open3'
require "enumerator"
require "hashie/mash"
require "tempfile"
require 'timeout'

class AnalyzerClient
  class ExtractionError < StandardError
  end

  attr_reader :text, :opt, :port, :timeout, :size

  Token = Class.new(Hashie::Mash)

  def initialize(text, opt={})
    @text = text
    @size = text.size
    @port = opt.fetch(:port, 50005)
    @timeout = opt.fetch(:timeout, 10800) # Three hours
  end

  def call
    output = []
    file = Tempfile.new('foo', encoding: 'utf-8')
    begin
      file.write(text)
      file.close
      stdin, stdout, stderr = Open3.popen3(command(file.path))
      Timeout::timeout(timeout) {
        until (line = stdout.gets).nil?
          output << line.chomp
        end

        message = stderr.readlines
        unless message.empty?
          raise ExtractionError, message.join("\n")
        end
      }
    rescue Timeout::Error
      raise ExtractionError, "Timeout"
    ensure
      file.close
      file.unlink
    end
    output
  end

  def tokens
    Enumerator.new do |yielder|
      pos = 0
      pre_tokens.each do |token|
        ne_text = token['form'].dup

        ne_regexp = build_regexp(ne_text)
        token_pos = text.index(ne_regexp, pos)

        if token_pos && token_pos < (pos + 5)
          token.pos = token_pos
          yielder << token

          pos = token_pos + ne_text.length
        else
          pos = pos + ne_text.length
        end
      end
    end
  end

  def pre_tokens
    Enumerator.new do |yielder|
      call.each do |freeling_line|
        yielder << parse_token_line(freeling_line) unless freeling_line.empty?
      end
    end
  end

  def parse_token_line(str)
    form, lemma, tag, prob = str.split(' ')[0..3]
    Token.new({
      :form => form,
      :lemma => lemma,
      :tag => tag,
      :prob => prob && prob.to_f,
    }.reject { |k, v| v.nil? })
{'fraction_non_alphanumeric': 0.11125620266388091, 'fraction_numerical': 0.00966309741446853, 'mean_word_length': 2.1890091590341383, 'pattern_counts': {'":': 0, '<': 19, '<?xml version=': 0, '>': 12, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '106297', 'n_tokens_mistral': 1319, 'n_tokens_neox': 1253, 'n_words': 315}