o h@sFdZddlZddlmZddlmZmZddZedkr!edSdS)zr Read multiple treebanks, score the results. Reports the k-best score if multiple predicted treebanks are given. N) tree_reader)EvaluateParser ParseResultcCstjdd}|jdtdd|jdtddd |}td |jt|j}td |j d d |j D}dd t |g|RD}t |dkrMd}nt |}t |d}| |}WddS1sgwYdS)Nz5Get scores for one or more treebanks against the gold) descriptiongoldz$Which file to load as the gold trees)typehelppred+zWhich file(s) are the predictions. If more than one is given, the evaluation will be "k-best" with the first prediction treated as the canonical)rnargsrzLoading gold treebank: zLoading predicted treebanks: cSsg|]}t|qS)r read_treebank).0xr r h/var/www/html/env_mimamsha/lib/python3.10/site-packages/stanza/models/constituency/evaluate_treebanks.py szmain..cSs&g|]}t|dg|ddqS)rN)r)rparsesr r rrsr)kbest)argparseArgumentParser add_argumentstr parse_argsprintrrr r ziplenrprocess)parserargsrr full_resultsr evaluatorresponser r rmain s"     "r#__main__) __doc__rstanza.models.constituencyrstanza.server.parser_evalrrr#__name__r r r rs