B .(b!@s0ddlmZddlmZddlmZddZdS))unicode_literals)English) EntityRulercCst}t|ddddddddgdd}||d }d }x0|j|gd d D]}|td d|jD7}qLW|dksxtd }x0|j|gdd D]}|tdd|jD7}qW|dkstdS)NZPERSONz joe bidenz joe-biden)labelpatternidzbernie sanderszbernie-sandersZLOWER)patternsZphrase_matcher_attrz The left is starting to take aim at Democratic front-runner Joe Biden. Sen. Bernie Sanders joined in her criticism: "There is no 'middle ground' when it comes to climate policy." r)Z n_processcSsg|]}|jdkr|qS)r)ent_id).0entr T/home/dcms/DCMS/lib/python3.7/site-packages/spacy/tests/regression/test_issue4849.py sz"test_issue4849..cSsg|]}|jdkr|qS)r)r )r r r r rr$s)rrZadd_pipepipelenZentsAssertionError)ZnlpZrulertextZ count_entsdocr r rtest_issue4849s     rN) __future__rZ spacy.lang.enrZspacy.pipelinerrr r r rs