Run functions in parallel easily, with their results typed correctly!

Last update: Nov 06, 2021

Related tags

Overview

typesafe_parmap

pip install pip install typesafe-parmap

Run functions in parallel safely with typesafe parmap!

GitHub: https://github.com/thejaminator/typesafe_parmap

Features

Easy run different functions in parallel!

from typesafe_parmap import par_map_2
import time
from concurrent.futures import ThreadPoolExecutor

tp = ThreadPoolExecutor(5)

def long_running_int(param: int) -> int:
    time.sleep(5)  # long IO task here
    return 123

def long_running_str(param: str) -> str:
    time.sleep(5)  # long IO task here
    return "hello world"

int_result, str_result = par_map_2(
                        lambda: long_running_int(5),
                        lambda: long_running_str("test"),
                        executor=tp)
assert int_result == 123, str_result == "hello world"  # should finish in 5 seconds

Function return types are inferred correctly by mypy / pycharm!

reveal_type(int_result) # mypy infers int
reveal_type(str_result) # mypy infers str

Got more than two functions to run? We got you covered..

from typesafe_parmap import par_map_3

... all the way to par_map_22!

You might also like...

pydsinternals - A Python native library containing necessary classes, functions and structures to interact with Windows Active Directory.

pydsinternals - Directory Services Internals Library A Python native library containing necessary classes, functions and structures to interact with W

36 Dec 14, 2022

We provide useful util functions. When adding a util function, please add a description of the util function.

Utils Collection Motivation When we implement codes, we often search for util functions that are already implemented. Here, we are going to share util

6 Sep 9, 2021

Keval allows you to call arbitrary Windows kernel-mode functions from user mode, even (and primarily) on another machine.

Keval Keval allows you to call arbitrary Windows kernel-mode functions from user mode, even (and primarily) on another machine. The user mode portion

42 Dec 17, 2022

Conveniently measures the time of your loops, contexts and functions.

79 Nov 15, 2022

Helpful functions for use alongside the rich Python library.

🔧 Rich Tools A python package with helpful functions for use alongside with the rich python library. 󠀠󠀠 The current features are: Convert a Pandas

14 Oct 14, 2022

Python @deprecat decorator to deprecate old python classes, functions or methods.

deprecat Decorator Python @deprecat decorator to deprecate old python classes, functions or methods. Installation pip install deprecat Usage To use th

12 Dec 12, 2022

A python package containing all the basic functions and classes for python. From simple addition to advanced file encryption.

11 May 22, 2022

Dill_tils is a package that has my commonly used functions inside it for ease of use.

DilllonB07 Utilities Dill_tils is a package that has my commonly used functions inside it for ease of use. Installation Anyone can use this package by

2 Dec 5, 2021

A simple and easy to use collection of random python functions.

1 Nov 17, 2021

Run functions in parallel easily, with their results typed correctly!

Related tags

Overview

typesafe_parmap

Features

You might also like...

pydsinternals - A Python native library containing necessary classes, functions and structures to interact with Windows Active Directory.

We provide useful util functions. When adding a util function, please add a description of the util function.

Keval allows you to call arbitrary Windows kernel-mode functions from user mode, even (and primarily) on another machine.

Conveniently measures the time of your loops, contexts and functions.

Helpful functions for use alongside the rich Python library.

Python @deprecat decorator to deprecate old python classes, functions or methods.

A python package containing all the basic functions and classes for python. From simple addition to advanced file encryption.

Dill_tils is a package that has my commonly used functions inside it for ease of use.

A simple and easy to use collection of random python functions.

Releases(v1.0.7)

v1.0.7(Dec 20, 2022)

v1.0.6(Dec 20, 2022)

v1.0.5(Dec 20, 2022)

v1.0.4(Dec 20, 2022)

v1.0.3(Oct 24, 2021)

v1.0.2(Oct 20, 2021)

v1.0.1(Oct 20, 2021)

Owner

James Chua

Color getter (including method to get random color or complementary color) made out of Python

Attempts to crack the compression puzzle.

Factoral Methods using two different method

DiddiParser 2: The DiddiScript parser.

A Python package implementing various colour checker detection algorithms and related utilities.

Regression Metrics Calculation Made easy

A string to hashtags module

.bvh to .mcfunction file converter.

Implicit hierarchical a posteriori error estimates in FEniCSx

Program to extract signatures from documents.

A repo for working with and building daos

Extract the download URL from OneDrive or SharePoint share link and push it to aria2

A small python library that helps you to generate localization strings for your mobile projects.

ZX Spectrum Utilities: (zx-spectrum-utils)

Python 3 script unpacking statically x86 CryptOne packer.

Let's renew the puzzle collection. We'll produce a collection of new puzzles out of the lichess game database.

Rabbito is a mini tool to find serialized objects in input values

Python based tool to extract forensic info from EventTranscript.db (Windows Diagnostic Data)

Creating low-level foundations and abstractions for asynchronous programming in Python.

A python module to manipulate XCode projects