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Why identical arguments can create different entries in `lru_cache`? π€
The
Although both calls pass the same value, for the cache, these are different keys, so the function will be executed twice.
The order of named arguments can also affect how an entry is created in the cache.
Therefore, it is best to call cached functions in a consistent style: either by position or by name, in the same order.
π₯ A consistent call format prevents unnecessary cache misses and redundant execution of expensive operations.
#Python #lru_cache #Caching #Performance #ProgrammingTips #CodeBestPractices
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The
lru_cache creates a key not only from the values of the arguments, but also from the way they are passed.load(True)
load(debug=True)
Although both calls pass the same value, for the cache, these are different keys, so the function will be executed twice.
print(load.cache_info())
# CacheInfo(hits=0, misses=2, ...)
The order of named arguments can also affect how an entry is created in the cache.
func(a=1, b=2)
func(b=2, a=1)
Therefore, it is best to call cached functions in a consistent style: either by position or by name, in the same order.
load(debug=True)
load(debug=True)
π₯ A consistent call format prevents unnecessary cache misses and redundant execution of expensive operations.
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