o h @sdZddlmZddlZddlZddlmZmZddlm Z m Z m Z ddl m Z dZedgd Zed d d gZd dZddZGddde ZddZedkrUedSdS)zP This class runs a Java process to evaluate a treebank prediction using CoreNLP ) namedtupleN)EvaluateParserRequestEvaluateParserResponse) send_request build_treeJavaProtobufContext) read_treebankz6edu.stanford.nlp.parser.metrics.EvaluateExternalParser ParseResult)gold predictionsstate constituents ScoredTreetreescorec Cst}|D]H}|j}|j}|j}|jt|d|D]/}t|tr)|\}}n|}d}z |j t||Wqt yL} zt d || d} ~ wwq|S)aG treebank should be a list of pairs: [gold, predictions] each predictions is a list of tuples (prediction, score, state) state is ignored and can be None Note that for now, only one tree is measured, but this may be extensible in the future Trees should be in the form of a Tree from parse_tree.py Nz+Unable to build parser request from tree {})rr r treebankaddCopyFromr isinstancetuple predictedappend Exception RuntimeErrorformat) rrequest raw_resultr r parse_resultpred predictionrer!T/var/www/html/env_mimamsha/lib/python3.10/site-packages/stanza/server/parser_eval.py build_requests&    r#cCs6g}t||D]\}}t||gdd}||q|S)zF Turns a list of gold and prediction into a evaluation object N)zipr r) gold_treebankpredictions_treebankrr rresultr!r!r"collate-s  r(cs*eZdZdZdfdd ZddZZS) EvaluateParserz Parser evaluation context window This is a context window which keeps a process open. Should allow for multiple requests without launching new java processes each time. NFcsN|durdd|ddg}ng}|r|ddgtt|j|tt|ddS)Nz-evalPCFGkBestz{}z-evalspcfgTopKz summary=False) extra_args)rextendsuperr)__init__r EVALUATE_JAVA)self classpathkbestsilentr+ __class__r!r"r.?s zEvaluateParser.__init__cCst|}||S)N)r#process_request)r0rrr!r!r"processJs zEvaluateParser.process)NNF)__name__ __module__ __qualname____doc__r.r7 __classcell__r!r!r4r"r)8s r)cCs\ttjd}ttjd}t||}t}||WddS1s'wYdS)N)rsysargvr(r)r7)r r repr!r!r"mainOs   "rB__main__)r; collectionsrr?stanzastanza.protobufrr$stanza.server.java_protobuf_requestsrrr&stanza.models.constituency.tree_readerrr/r rr#r(r)rBr8r!r!r!r"s"