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Project description
Result Vault
Python module for persisting results of computation in a database. It is desinged mainly for storing results from experiments, not for usage as cache. Therefore it supports data quering and not features like time-to-live.
from revault import computation, Store
@computation
def my_computation(x, y):
return x + y
with Store("sqlite:///path/to/db"):
assert my_computation(10, 20) == 30 # the function my_computation is performed
assert my_computation(10, 20) == 30 # the result is taken from DB
assert my_computation.load(10, 20) == 30 # load from DB, fails if not exists
my_computation(10, 20, replica=1) # call the function again and store the results
my_computation(10, 20, replica=2) # call the function again and store the results
assert my_computation.load_replicas(10, 20) == [30, 30, 30] # Load all replicas for given call
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