Questions tagged [python-scoop]

SCOOP is a Python module for distributing concurrent/parallel tasks in a variety of environments, which based on ZeroMQ (ØMQ) and the Greenlet. Use the tag whenever the issue you are facing is due to the scoop module. Do not use the tag when you importing the module does not affect the issue which you are facing.

9 questions
5
votes
0 answers

Python Parallel Computing - Scoop

I am trying to get familiar with the library Scoop (documentation here: https://media.readthedocs.org/pdf/scoop/0.7/scoop.pdf) to learn how to perform statistical computations in parallel, using in particular the futures.map function. As such, at…
4
votes
0 answers

use SCOOP from inside a Jupyter notebook

I'm learning deap and I want to use scoop. Is it possible to test my programs in a notebook? I learned from scoop documentation that $ python -m scoop your_program.py is the right way to run. Is there any way I can pass '-m scoop' as argument to…
3
votes
0 answers

Is it possible to use SCOOP from inside a Jupyter notebook?

Is there a method to run the SCOOP module from within a Jupyter notebook? I need to use SCOOP to build datasets, and from there use matplotlib/seaborn to build plots.
Neuw
  • 55
  • 8
2
votes
1 answer

Python Linear Regression in parallel - Scoop

I am trying to run in parallel a Linear Regression over 10000000 data point (4 features, 1 target variable) randomly generated from a Normal Distribution using Python's Scoop library. Here is the code: import pandas as pd import numpy as np import…
1
vote
1 answer

SCOOP - How to make workers wait for root worker before continuing

I am using SCOOP (and Python 3.6 - cannot be updated) in my work. I need all workers to perform a computation, then wait for the root node to execute a slow computation (the code in a if __name__ == '__main__':), then perform another computation…
1
vote
1 answer

How do I produce reproducible randomness with OpenAi-Gym and Scoop?

How do I produce reproducible randomness with OpenAi-Gym and Scoop? I want to have the exact same results every time I repeat the example. If possible I want this to work with existing libraries which use randomness-provider (e.g. random and…
wotanii
  • 2,470
  • 20
  • 38
1
vote
1 answer

ModuleNotFoundError: No module named 'speech_recognition'

I am using powershell and scoop, windows. I already installed speech_recognition bucket but still showing the error. Code: import speech_recognition as sr import time import json import requests import thread import subprocess SPLUNK_URL =…
satwik
  • 29
  • 1
  • 7
0
votes
0 answers

Parallelisation on Ubuntu using Ray

I've been using ray to parallelise my code on a remote linux server. The jobs stop after a while with the following error: ray.exceptions.WorkerCrashedError: The worker died unexpectedly while executing this task. Check python-core-worker-*.log…
0
votes
1 answer

Exception and TypeError when using SCOOP

I would like to use SCOOP (Scalable COncurrent Operations in Python) in a high performance computing context. To test SCOOP, I installed the module in an Anaconda environment (4.10.3) with Python 2.7.18 on my Windows machine. When running this…
phuycke
  • 346
  • 2
  • 10