Source code for Muscat.Helpers.CPU

# -*- coding: utf-8 -*-
#
# This file is subject to the terms and conditions defined in
# file 'LICENSE.txt', which is part of this source code package.
#

import os
from typing import Union

from Muscat.Types import MuscatIndex
import Muscat.Helpers.ParserHelper as PH




def SetNumberOfThreadsPerInstance(nbThreads: MuscatIndex) -> None:
    """
    Function to enforce the number of threads for various multithreaded libraries.
    This function should be called before importing these multithreaded libraries.
    """
    os.environ["OMP_NUM_THREADS"] = str(nbThreads)
    os.environ["OPENBLAS_NUM_THREADS"] = str(nbThreads)
    os.environ["MKL_NUM_THREADS"] = str(nbThreads)
    os.environ["VECLIB_MAXIMUM_THREADS"] = str(nbThreads)
    os.environ["NUMEXPR_NUM_THREADS"] = str(nbThreads)





def GetNumberOfAvailableCores() -> MuscatIndex:
    """
    Function to discover the number of computing cores available.
    the value of the number of core available is stored in the environment variable
    'SLURM_JOB_CPU_PER_NODE'

    """

    SLURM_JOB_CPU_PER_NODE = os.environ.get("SLURM_JOB_CPU_PER_NODE")
    if SLURM_JOB_CPU_PER_NODE is None:
        import subprocess
        import platform

        try:  # only posix coverage
            out = subprocess.check_output(["/usr/bin/squeue", "-h", "-t", "r", "-u", str(os.environ.get("USER")), "-w", platform.node(), "-o", "'%C'"], shell=False).decode("utf-8", "ignore")
            out = out.strip().strip("'")
            res = PH.ReadInt(out)
            os.environ["SLURM_JOB_CPU_PER_NODE"] = str(res)
            return res
        except:
            try:
                import psutil

                res = psutil.cpu_count(logical=False)
            except:  # pragma: no coverage
                import multiprocessing

                res = multiprocessing.cpu_count()
            os.environ["SLURM_JOB_CPU_PER_NODE"] = str(res)
            return res
    return PH.ReadInt(SLURM_JOB_CPU_PER_NODE)





class ComputingCores:
    """Class to help doing multithreading without using to many cpu"""

    coresAvailable = GetNumberOfAvailableCores()

    def __init__(self, nbCoresRequested: Union[int, MuscatIndex] = -1, WithError: bool = True) -> None:
        self.nbCoresRequested: MuscatIndex = nbCoresRequested
        self.nbCoresAllocated: MuscatIndex = 0
        self.withError: bool = WithError

    def __enter__(self):
        if self.nbCoresRequested == -1:
            if ComputingCores.coresAvailable == 0:
                if self.withError:
                    raise Exception("No more cores available")  # pragma: no cover
                else:
                    self.nbCoresAllocated = 0
            else:
                self.nbCoresAllocated = self.coresAvailable
                ComputingCores.coresAvailable = 0
            return self

        if self.nbCoresRequested <= ComputingCores.coresAvailable:
            self.nbCoresAllocated = self.nbCoresRequested
            ComputingCores.coresAvailable -= self.nbCoresRequested
        else:
            if ComputingCores.coresAvailable == 0:
                if self.withError:
                    raise Exception("No more cores available")  # pragma: no cover
                else:
                    self.nbCoresAllocated = 0
            else:
                self.nbCoresAllocated = self.coresAvailable
                ComputingCores.coresAvailable = 0

        return self

    def __exit__(self, type, value, traceback):
        ComputingCores.coresAvailable += self.nbCoresAllocated
        self.nbCoresAllocated = 0





def CheckIntegrity(GUI: bool = False) -> str:

    nbCores = GetNumberOfAvailableCores()
    print("GetNumberOfAvailableCores", GetNumberOfAvailableCores())
    SetNumberOfThreadsPerInstance(GetNumberOfAvailableCores())

    with ComputingCores(nbCores + 1) as cpu:
        pass

    if nbCores < 2:  # pragma: no cover
        print("We have only one Core, cant test everything")
        with ComputingCores(1) as cpu:
            print("CPU ask 2 Allocated :" + str(cpu.nbCoresAllocated))
            with ComputingCores(WithError=False) as cpuII:
                print("CPU ask max Allocated  :" + str(cpuII.nbCoresAllocated))
                pass
        return "ok"
    else:
        with ComputingCores(2) as cpu:
            print("CPU ask 2 Allocated :" + str(cpu.nbCoresAllocated))
            print("CPU available " + str(ComputingCores.coresAvailable))
            if nbCores < 3:  # pragma: no cover
                print("We have only two Core, cant test everything")
                return "ok"
            with ComputingCores() as cpu2:
                print("cpu2 ask max available, Allocated : " + str(cpu2.nbCoresAllocated))
                print("CPU2 available " + str(ComputingCores.coresAvailable))

                with ComputingCores(nbCoresRequested=7, WithError=False) as cpu3:
                    print("cpu3 ask 7 Allocated  " + str(cpu3.nbCoresAllocated))
                    print("CPU3 available " + str(ComputingCores.coresAvailable))
                    with ComputingCores(WithError=False) as cpu4:
                        pass

    print("CPU available " + str(ComputingCores.coresAvailable))

    return "ok"



if __name__ == "__main__":  # pragma: no cover
    print(CheckIntegrity())