data-juicer data-juicer
Doc API
Sandbox Hub Agents
English 简体中文
main v1.5.5 v1.5.4 v1.5.3 v1.5.2 v1.5.1 v1.5.0 v1.4.6 v1.4.5 v1.4.4 v1.4.3 v1.4.2 v1.4.1 v1.4.0
  • Home

Documentation

Tutorial

  • DJ-Cookbook
  • Installation Guide
  • Quick Start

docs

  • Operator Schemas 算子提要
  • Dataset Configuration Guide
  • “Bad” Data Exhibition
  • DJ-SORA
  • DJ_service
  • How-to Guide for Developers
  • Distributed Data Processing in Data-Juicer
  • Awesome Data-Model Co-Development of MLLMs

operators

  • Aggregator
    • entity_attribute_aggregator
    • meta_tags_aggregator
    • most_relevant_entities_aggregator
    • nested_aggregator
  • Deduplicator
    • document_deduplicator
    • document_minhash_deduplicator
    • document_simhash_deduplicator
    • image_deduplicator
    • ray_bts_minhash_deduplicator
    • ray_document_deduplicator
    • ray_image_deduplicator
    • ray_video_deduplicator
    • video_deduplicator
  • Filter
    • alphanumeric_filter
    • audio_duration_filter
    • audio_nmf_snr_filter
    • audio_size_filter
    • average_line_length_filter
    • character_repetition_filter
    • flagged_words_filter
    • general_field_filter
    • image_aesthetics_filter
    • image_aspect_ratio_filter
    • image_face_count_filter
    • image_face_ratio_filter
    • image_nsfw_filter
    • image_pair_similarity_filter
    • image_shape_filter
    • image_size_filter
    • image_subplot_filter
    • image_text_matching_filter
    • image_text_similarity_filter
    • image_watermark_filter
    • in_context_influence_filter
    • instruction_following_difficulty_filter
    • language_id_score_filter
    • llm_analysis_filter
    • llm_difficulty_score_filter
    • llm_perplexity_filter
    • llm_quality_score_filter
    • llm_task_relevance_filter
    • maximum_line_length_filter
    • perplexity_filter
    • phrase_grounding_recall_filter
    • special_characters_filter
    • specified_field_filter
    • specified_numeric_field_filter
    • stopwords_filter
    • suffix_filter
    • text_action_filter
    • text_embd_similarity_filter
    • text_entity_dependency_filter
    • text_length_filter
    • text_pair_similarity_filter
    • token_num_filter
    • video_aesthetics_filter
    • video_aspect_ratio_filter
    • video_duration_filter
    • video_frames_text_similarity_filter
    • video_motion_score_filter
    • video_motion_score_raft_filter
    • video_nsfw_filter
    • video_ocr_area_ratio_filter
    • video_resolution_filter
    • video_tagging_from_frames_filter
    • video_watermark_filter
    • word_repetition_filter
    • words_num_filter
  • Mapper
    • audio_add_gaussian_noise_mapper
    • audio_ffmpeg_wrapped_mapper
    • calibrate_qa_mapper
    • calibrate_query_mapper
    • calibrate_response_mapper
    • chinese_convert_mapper
    • clean_copyright_mapper
    • clean_email_mapper
    • clean_html_mapper
    • clean_ip_mapper
    • clean_links_mapper
    • detect_character_attributes_mapper
    • detect_character_locations_mapper
    • detect_main_character_mapper
    • dialog_intent_detection_mapper
    • dialog_sentiment_detection_mapper
    • dialog_sentiment_intensity_mapper
    • dialog_topic_detection_mapper
    • download_file_mapper
    • expand_macro_mapper
    • extract_entity_attribute_mapper
    • extract_entity_relation_mapper
    • extract_event_mapper
    • extract_keyword_mapper
    • extract_nickname_mapper
    • extract_support_text_mapper
    • extract_tables_from_html_mapper
    • fix_unicode_mapper
    • generate_qa_from_examples_mapper
    • generate_qa_from_text_mapper
    • human_preference_annotation_mapper
    • image_blur_mapper
    • image_captioning_from_gpt4v_mapper
    • image_captioning_mapper
    • image_detection_yolo_mapper
    • image_diffusion_mapper
    • image_face_blur_mapper
    • image_remove_background_mapper
    • image_segment_mapper
    • image_tagging_mapper
    • imgdiff_difference_area_generator_mapper
    • imgdiff_difference_caption_generator_mapper
    • mllm_mapper
    • nlpaug_en_mapper
    • nlpcda_zh_mapper
    • optimize_prompt_mapper
    • optimize_qa_mapper
    • optimize_query_mapper
    • optimize_response_mapper
    • pair_preference_mapper
    • punctuation_normalization_mapper
    • python_file_mapper
    • python_lambda_mapper
    • query_intent_detection_mapper
    • query_sentiment_detection_mapper
    • query_topic_detection_mapper
    • relation_identity_mapper
    • remove_bibliography_mapper
    • remove_comments_mapper
    • remove_header_mapper
    • remove_long_words_mapper
    • remove_non_chinese_character_mapper
    • remove_repeat_sentences_mapper
    • remove_specific_chars_mapper
    • remove_table_text_mapper
    • remove_words_with_incorrect_substrings_mapper
    • replace_content_mapper
    • sdxl_prompt2prompt_mapper
    • sentence_augmentation_mapper
    • sentence_split_mapper
    • text_chunk_mapper
    • vggt_mapper
    • video_captioning_from_audio_mapper
    • video_captioning_from_frames_mapper
    • video_captioning_from_summarizer_mapper
    • video_captioning_from_video_mapper
    • video_extract_frames_mapper
    • video_face_blur_mapper
    • video_ffmpeg_wrapped_mapper
    • video_remove_watermark_mapper
    • video_resize_aspect_ratio_mapper
    • video_resize_resolution_mapper
    • video_split_by_duration_mapper
    • video_split_by_key_frame_mapper
    • video_split_by_scene_mapper
    • video_tagging_from_audio_mapper
    • video_tagging_from_frames_mapper
    • whitespace_normalization_mapper
  • Formatter
    • csv_formatter
    • empty_formatter
    • json_formatter
    • parquet_formatter
    • ray_empty_formatter
    • text_formatter
    • tsv_formatter
  • Grouper
    • key_value_grouper
    • naive_grouper
    • naive_reverse_grouper
  • Selector
    • frequency_specified_field_selector
    • random_selector
    • range_specified_field_selector
    • tags_specified_field_selector
    • topk_specified_field_selector
  • Op
    • general_fused_op

demos

  • Demos
  • Note for dataset path

tools

  • Distributed Fuzzy Deduplication Tools
  • Auto Evaluation Toolkit
  • GPT EVAL: Evaluate your model with OpenAI API
  • Evaluation Results Recorder
  • Format Conversion Tools
  • Multimodal Tools
  • Post Tuning Tools
  • Label Studio Service Utility
  • Metrics for video generation
  • VBench metrics
  • Postprocess tools
  • Preprocess Tools

thirdparty

  • LLM Ecosystems
  • Third-party Model Library

Related projects

Sandbox Hub Agents

data_juicer.ops.mapper.clean_copyright_mapper module¶

class data_juicer.ops.mapper.clean_copyright_mapper.CleanCopyrightMapper(*args, **kwargs)[source]¶

Bases: Mapper

Cleans copyright comments at the beginning of text samples.

This operator removes copyright comments from the start of text samples. It identifies and strips multiline comments that contain the word “copyright” using a regular expression. It also greedily removes lines starting with comment markers like //, #, or – at the beginning of the text, as these are often part of copyright headers. The operator processes each sample individually but can handle batches for efficiency.

__init__(*args, **kwargs)[source]¶

Initialization method.

Parameters:
  • args – extra args

  • kwargs – extra args

process_batched(samples)[source]¶

On this page

  • data_juicer.ops.mapper.clean_copyright_mapper module
    • CleanCopyrightMapper
      • CleanCopyrightMapper.__init__()
      • CleanCopyrightMapper.process_batched()

© 2024, Data-Juicer Team — Built with Sphinx & Data-Juicer Theme

↵ to select ↑↓ to navigate esc to close