Mr. Graph
Welcome to Mr. Graph!
Mr. Graph is a python library designed to make composing graphs of sync and async functions easy! Use google style docstrings to automagically create dataclasses and chain together function calls into graphs.
Features
- Use with either async or sync functions
- Uses google style doc strings to name return values.
- Creates dataclasses for each function's output.
- Can infer pipelines from input and output signatures
- All directed acyclic graph layouts supported. linear, fan-in, fan-out.
Example Usage
Building graphs can be as easy as:
from mr_graph import Graph
def return_one():
"""
return 1
return one with no inputs
Returns
-------
m : float
equal to 1
"""
return 1
async def add_1(m: float):
"""
add 1 to a number
add 1 to the input value n.
Parameters
----------
n : float
number to add 1 to.
Returns
-------
n : float
equal to n + 1
"""
return n + 1
async def build_implicit_linear_graph():
"""
Return 2
Simple example linear graph. Wired up automagically using the input and output variable names.
Parameters
----------
Returns
-------
two : float
always equal to 2
"""
g = Graph(nodes=[return_one, add_1])
return await g()
More information can be found on read the docs!
1 maintainer
Metadata
1 maintainer
Release files for mr-graph 0.2.6
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Total release size: 24.4 kB
Release files / mr_graph-0.2.6.tar.gz
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