U C^S@szddlmZddlZddlZeeejdddZddZdd Z d d Z d d Z ddZ ddZ ddZddZdS))unicode_literalsNic CsT|jddd<}|d|D]"\}}||dt|dq"W5QRXdS)Nwutf8encodingzWP_title|WD_id | openwriteitemsstr)entity_def_output title_to_idid_filetitleqidrB/tmp/pip-install-6_kvzl1k/spacy/bin/wiki_entity_linking/wiki_io.pywrite_title_to_ids rc CsTt}|jddd6}tj|dd}t||D]}|d||d<q0W5QRX|SNrrrr delimiterrdictr csvreadernext)rrr csvreaderrowrrrread_title_to_idsr"c Cs^|jdddF}|d|D],\}}|D]}|t|d|dq.q"W5QRXdS)Nrrrz WD_id|alias rrr )entity_alias_path id_to_alias alias_filer alias_listaliasrrrwrite_id_to_alias!s  r(c Csrt}|jdddT}tj|dd}t||D]2}|d}|d}||g}|||||<q0W5QRX|S)Nrrrrrrr)rr rrrgetappend)r#r$r%r r!rr'r&rrrread_id_to_alias)s  r+c csX|jddd@}tj|dd}t||D]}|d}|d}||fVq*W5QRXdS) z Read (aliases, qid) tuples rrrrrrrN)r rrr)r#r%r r!rr'rrrread_alias_to_id_generator8sr,c CsT|jddd<}|d|D]"\}}|t|d|dq"W5QRXdS)NrrrzWD_id|description rrr )Zentity_descr_outputZ id_to_descr descr_filerdescrrrrwrite_id_to_descrFs r/c CsTt}|jddd6}tj|dd}t||D]}|d||d<q0W5QRX|Srr)Zentity_desc_pathZ id_to_descr-r r!rrrread_id_to_descrMsr0c Cst}d}|jdddl}||}|r|ddjdd}t|d }|d }||d} | |||<||7}|}q*W5QRX|jd dd<} | d |D]"\}}| |dt |dqW5QRXdS) Nrrrrrr)seprrz entity|count ) rr readlinereplacesplitintr)r r r ) Zprior_prob_inputZ count_outputentity_to_countZ total_countZ prior_filelinesplitscountentityZ current_countZ entity_filerrrwrite_entity_to_countYs"    r=c CsXt}|jddd:}tj|dd}t||D]}t|d||d<q0W5QRX|Sr)rr rrrr7)Z count_inputr8Zcsvfiler r!rrrread_entity_to_countvs r>) __future__rsysrfield_size_limitminmaxsizerr"r(r+r,r/r0r=r>rrrrs