# -*- coding: utf-8 -*- """ This python module implements helpers for IPython / Jupyter and CUDA Copyright (C) 2018 SINTEF ICT This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version. This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. You should have received a copy of the GNU General Public License along with this program. If not, see . """ import logging from IPython.core import magic_arguments from IPython.core.magic import line_magic, Magics, magics_class import pycuda.driver as cuda from GPUSimulators import Common @magics_class class MyIPythonMagic(Magics): @line_magic def cuda_context_handler(self, context_name): self.logger = logging.getLogger(__name__) self.logger.debug("Registering %s as a global context", context_name) if context_name in self.shell.user_ns.keys(): self.logger.debug("Context already registered! Ignoring") return else: self.logger.debug("Creating context") #self.shell.ex(context_name + " = Common.CudaContext(blocking=False)") self.shell.user_ns[context_name] = Common.CudaContext(blocking=False) # this function will be called on exceptions in any cell def custom_exc(shell, etype, evalue, tb, tb_offset=None): self.logger.exception("Exception caught: Resetting to CUDA context %s", context_name) while (cuda.Context.get_current() != None): context = cuda.Context.get_current() self.logger.info("Popping <%s>", str(context.handle)) cuda.Context.pop() if context_name in self.shell.user_ns.keys(): self.logger.info("Pushing <%s>", str(self.shell.user_ns[context_name].cuda_context.handle)) #self.shell.ex(context_name + ".cuda_context.push()") self.shell.user_ns[context_name].cuda_context.push() else: self.logger.error("No CUDA context called %s found (something is wrong)", context_name) self.logger.error("CUDA will not work now") self.logger.debug("==================================================================") # still show the error within the notebook, don't just swallow it shell.showtraceback((etype, evalue, tb), tb_offset=tb_offset) # this registers a custom exception handler for the whole current notebook get_ipython().set_custom_exc((Exception,), custom_exc) # Handle CUDA context when exiting python import atexit def exitfunc(): self.logger.info("Exitfunc: Resetting CUDA context stack") while (cuda.Context.get_current() != None): context = cuda.Context.get_current() self.logger.info("`-> Popping <%s>", str(context.handle)) cuda.Context.pop() self.logger.debug("==================================================================") atexit.register(exitfunc) @line_magic @magic_arguments.magic_arguments() @magic_arguments.argument( '--out', '-o', type=str, default='output.log', help='The filename to store the log to') @magic_arguments.argument( '--level', '-l', type=int, default=20, help='The level of logging to screen [0, 50]') @magic_arguments.argument( '--file_level', '-f', type=int, default=10, help='The level of logging to file [0, 50]') def setup_logging(self, line): args = magic_arguments.parse_argstring(self.setup_logging, line) import sys #Get root logger logger = logging.getLogger('') logger.setLevel(min(args.level, args.file_level)) #Add log to screen ch = logging.StreamHandler() ch.setLevel(args.level) logger.addHandler(ch) logger.log(args.level, "Console logger using level %s", logging.getLevelName(args.level)) #Add log to file logger.log(args.level, "File logger using level %s to %s", logging.getLevelName(args.file_level), args.out) fh = logging.FileHandler(args.out) formatter = logging.Formatter('%(asctime)s:%(name)s:%(levelname)s: %(message)s') fh.setFormatter(formatter) fh.setLevel(args.file_level) logger.addHandler(fh) logger.info("Python version %s", sys.version) # Register ip = get_ipython() ip.register_magics(MyIPythonMagic)