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Add emoji sentiment to lightning tour matcher example

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ines 2017-05-27 20:02:20 +02:00
parent 1203959625
commit ae11c8d60f
1 changed files with 8 additions and 3 deletions
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11
website/docs/usage/lightning-tour.jade
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@ -149,9 +149,14 @@ p
nlp = spacy.load('en') nlp = spacy.load('en')
matcher = Matcher(nlp.vocab) matcher = Matcher(nlp.vocab)
# match "Google I/O" or "Google i/o"
pattern = [{'ORTH': 'Google'}, {'UPPER': 'I'}, {'ORTH': '/'}, {'UPPER': 'O'}] def set_sentiment(matcher, doc, i, matches):
matcher.add('GoogleIO', None, pattern) doc.sentiment += 0.1
pattern1 = [{'ORTH': 'Google'}, {'UPPER': 'I'}, {'ORTH': '/'}, {'UPPER': 'O'}]
pattern2 = [[{'ORTH': emoji, 'OP': '+'}] for emoji in ['😀', '😂', '🤣', '😍']]
matcher.add('GoogleIO', None, pattern1) # match "Google I/O" or "Google i/o"
matcher.add('HAPPY', set_sentiment, pattern2) # match one or more happy emoji
matches = nlp(LOTS_OF TEXT) matches = nlp(LOTS_OF TEXT)
+infobox +infobox