o 5ti @sdZddlmZddlmZddlmZddlmZddlmZddlm Z ddlm Z dd lm Z e d d d e d d de dd de ddde dgddedddedddedddejZdd Zed!kred ed edeed Sd S)"a+Main routine to calculate ROUGE scores across text files. Designed to replicate scores computed by the ROUGE perl implementation as closely as possible. Output is a text file in CSV format. Sample usage: rouge ---rouge_types=rouge1,rouge2,rougeL \ --target_filepattern=*.targets \ --prediction_fliepattern=*.decodes \ --output_filename=scores.csv \ --use_stemmer Which is equivalent to calling the perl ROUGE script as: ROUGE-1.5.5.pl -m -e ./data -n 2 -a /tmp/rouge/settings.xml Where settings.xml provides target and decode text. )absolute_import)division)print_function)app)flags)io) rouge_scorer)scoringtarget_filepatternNzFiles containing target text.prediction_filepatternz!Files containing prediction text.output_filenamez8File in which to write calculated ROUGE scores as a CSV. delimiter zRecord delimiter in files. rouge_types)rouge1rouge2rougeLz!List of ROUGE types to calculate. use_stemmerFz8Whether to use Porter stemmer to remove common suffixes. aggregateTz'Write aggregates if this is set to Truesplit_summarieszUWhether to split references and candidates into sentences before computing RougeLsum.cCs`t|dkr tdtjtjtjtjd}tj rt nd}t j tjtjtj||tjddS)Nz Too many command-line arguments.)rr)r )lenr UsageErrorr RougeScorerFLAGSrrrrr BootstrapAggregatorrcompute_scores_and_write_to_csvr r r r )argvscorer aggregatorr E/home/ubuntu/.local/lib/python3.10/site-packages/rouge_score/rouge.pymainDs   r"__main__)__doc__ __future__rrrabslrr rouge_scorerrr DEFINE_string DEFINE_listDEFINE_booleanrr"__name__mark_flag_as_requiredrunr r r r!sR