Distributed calculation framework
Mona is a distributed calculation framework that turns normal execution of Python functions into a graph of tasks. Each task is hashed by the code of its function and its inputs, and the result of each executed task is cached. The cache can be stored persistently in an SQLite database. Tasks and their results can be exchanged between different machines via SSH.
Install and update using Pip.
pip install -U mona
- Documentation: https://azag0.github.io/mona
A simple example
from mona import Rule, Session @Rule async def total(xs): return sum(xs) @Rule async def fib(n): if n < 2: return n return total([fib(n - 1), fib(n - 2)]) with Session() as sess: sess.eval(fib(5)) dot = sess.dot_graph() dot.render(view=True)
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