hitsave 0.3.12

Holistic data caching system.

HitSave

Effortless data.

Optimize your team's workflow with cloud memoization, experiment tracking and effortless data versioning. Find out more at https://hitsave.io.

Quickstart

pip install hitsave

Take any functon in your project, decorate it with @memo.

from hitsave import memo

def dependency(y):
  # try changing the method body!
  return y + y

@memo
def long_running_function(x):
  print(f"Running {x}!")
  return x + 2 + dependency(x)

long_running_function(3)
long_running_function(4)

When you run this python file, @memo will cache the results to disk (and to our cloud service). When you run the file again, the cache will be used rather than re-running the function. @memo analyses the code-dependencies of your code and determines when to invalidate the cache. You can add @memo to any function where the output is picklable.