common:
  output_directory: local/opus

steps:
  # The quality of wikimatrix is really really bad for this pair: very poor alignment
  # - type: opus_read
  #   parameters:
  #     corpus_name: WikiMatrix
  #     source_language: br
  #     target_language: fr
  #     release: latest
  #     preprocessing: raw
  #     src_output: wiki.br.gz
  #     tgt_output: wiki.fr.gz
  
  # The quality of ccmatrix is really really bad for this pair: very few usable breton sentences
  # - type: opus_read
  #   parameters:
  #     corpus_name: MultiCCAligned
  #     source_language: br
  #     target_language: fr
  #     release: latest
  #     preprocessing: raw
  #     src_output: cc.br.gz
  #     tgt_output: cc.fr.gz

  - type: opus_read
    parameters:
      corpus_name: OfisPublik
      source_language: br
      target_language: fr
      release: latest
      preprocessing: raw
      src_output: ofis.br.gz
      tgt_output: ofis.fr.gz
      suppress_prompts: true

  - type: opus_read
    parameters:
      corpus_name: OpenSubtitles
      source_language: br
      target_language: fr
      release: latest
      preprocessing: raw
      src_output: ost.br.gz
      tgt_output: ost.fr.gz
      suppress_prompts: true

  - type: opus_read
    parameters:
      corpus_name: Tatoeba
      source_language: br
      target_language: fr
      release: latest
      preprocessing: raw
      src_output: tatoeba.br.gz
      tgt_output: tatoeba.fr.gz
      suppress_prompts: true

  # - type: opus_read
  #   parameters:
  #     corpus_name: wikimedia
  #     source_language: br
  #     target_language: fr
  #     release: latest
  #     preprocessing: raw
  #     src_output: wikimedia.br.gz
  #     tgt_output: wikimedia.fr.gz
  #     suppress_prompts: true

  # - type: opus_read
  #   parameters:
  #     corpus_name: Mozilla-I10n
  #     source_language: br
  #     target_language: fr
  #     release: latest
  #     preprocessing: raw
  #     src_output: mozilla.br.gz
  #     tgt_output: mozilla.fr.gz
  #     suppress_prompts: true

  # - type: opus_read
  #   parameters:
  #     corpus_name: KDE4
  #     source_language: br
  #     target_language: fr
  #     release: latest
  #     preprocessing: raw
  #     src_output: kde.br.gz
  #     tgt_output: kde.fr.gz
  #     suppress_prompts: true

  # - type: opus_read
  #   parameters:
  #     corpus_name: GNOME
  #     source_language: br
  #     target_language: fr
  #     release: latest
  #     preprocessing: raw
  #     src_output: gnome.br.gz
  #     tgt_output: gnome.fr.gz
  #     suppress_prompts: true

  - type: concatenate
    parameters:
      inputs:
      - ofis.br.gz
      - tatoeba.br.gz
      output: good.br.gz

  - type: concatenate
    parameters:
      inputs:
      - ofis.fr.gz
      - tatoeba.fr.gz
      output: good.fr.gz

  - type: concatenate
    parameters:
      inputs:
        # - wiki.br.gz
        # - cc.br.gz
        # - wikimedia.br.gz
        # - gnome.br.gz
        # - kde.br.gz
        # - mozilla.br.gz
        - ost.br.gz
      output: dubious.br.gz

  - type: concatenate
    parameters:
      inputs:
        # - wiki.fr.gz
        # - cc.fr.gz
        # - wikimedia.fr.gz
        # - gnome.fr.gz
        # - kde.fr.gz
        # - mozilla.fr.gz
        - ost.fr.gz
      output: dubious.fr.gz

  - type: concatenate
    parameters:
      inputs:
        - dubious.br.gz
        - good.br.gz
      output: align_train.br.gz

  - type: concatenate
    parameters:
      inputs:
        - dubious.fr.gz
        - good.fr.gz
      output: align_train.fr.gz

  - type: filter
    parameters:
      inputs:
        - align_train.br.gz
        - align_train.fr.gz
      outputs:
        - align_train-filtered.br.gz
        - align_train-filtered.fr.gz
      filters:
        - LengthFilter:
            unit: word
            min_length: 1
            max_length: 128

  - type: train_alignment
    parameters:
      src_data: align_train-filtered.br.gz
      tgt_data: align_train-filtered.fr.gz
      output: alignment.priors
      parameters: {}

# TODO: dedup and more agressive filtering
  - type: filter
    parameters:
      inputs:
        - dubious.br.gz
        - dubious.fr.gz
      outputs:
        - dubious-filtered.br.gz
        - dubious-filtered.fr.gz
      filters:
        - LengthFilter:
            unit: word
            min_length: 4
            max_length: 128
        - WordAlignFilter:
            priors: alignment.priors
  
  - type: concatenate
    parameters:
      inputs:
        - dubious-filtered.br.gz
        - good.br.gz
      output: all.br.gz

  - type: concatenate
    parameters:
      inputs:
        - dubious-filtered.fr.gz
        - good.fr.gz
      output: all.fr.gz

  # - type: remove_duplicates
  #   parameters:
  #     inputs:
  #       - all.br.gz
  #     outputs:
  #       - dedup.br.gz

  # - type: remove_duplicates
  #   parameters:
  #     inputs:
  #       - all.fr.gz
  #     outputs:
  #       - dedup.fr.gz

  - type: filter
    parameters:
      inputs:
        - all.br.gz
        - all.fr.gz
      outputs:
        - filtered.br.gz
        - filtered.fr.gz
      filters: &myfilters
        - LengthFilter:
            unit: word
            min_length: 1
            max_length: 128

        - LengthRatioFilter:
            unit: word
            threshold: 3

        - NonZeroNumeralsFilter: {}
        - AlphabetRatioFilter: {}
        - SimilarityFilter: {}
        - RepetitionFilter:
            threshold: 3
            min_length: 5
            max_length: 128