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# EXAMPLE: topk_tutorial
# HIDE_START
"""
Code samples for Top-K pages:
https://redis.io/docs/latest/develop/data-types/probabilistic/top-k/
"""
import redis
r = redis.Redis(decode_responses=True)
# HIDE_END
# REMOVE_START
r.delete("bikes:keywords")
# REMOVE_END
# STEP_START topk
res1 = r.topk().reserve("bikes:keywords", 5, 2000, 7, 0.925)
print(res1) # >>> True
res2 = r.topk().add(
"bikes:keywords",
"store",
"seat",
"handlebars",
"handles",
"pedals",
"tires",
"store",
"seat",
)
print(res2) # >>> [None, None, None, None, None, 'handlebars', None, None]
res3 = r.topk().list("bikes:keywords")
print(res3) # >>> ['store', 'seat', 'pedals', 'tires', 'handles']
res4 = r.topk().query("bikes:keywords", "store", "handlebars")
print(res4) # >>> [1, 0]
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