import os import subprocess from IPython.core.magic import Magics, cell_magic, magics_class from IPython.core.magic_arguments import argument, magic_arguments, parse_argstring from common import helper compiler = '/usr/local/cuda/bin/nvcc' profiler = '/usr/local/cuda/bin/ncu' @magics_class class NVCCPluginV2(Magics): def __init__(self, shell): super(NVCCPluginV2, self).__init__(shell) self.argparser = helper.get_argparser() current_dir = os.getcwd() self.output_dir = os.path.join(current_dir, 'src') if not os.path.exists(self.output_dir): os.mkdir(self.output_dir) print(f'created output directory at {self.output_dir}') else: print(f'directory {self.output_dir} already exists') self.out = os.path.join(current_dir, "result.out") print(f'Out bin {self.out}') @staticmethod def compile(output_dir, file_paths, out): res = subprocess.check_output( [compiler, '-I' + output_dir, file_paths, "-o", out, '-Wno-deprecated-gpu-targets'], stderr=subprocess.STDOUT) res = res.decode() helper.print_out(res) def run(self, timeit=False, profile=False, profiler_args=[]): if timeit: stmt = f"subprocess.check_output(['{self.out}'], stderr=subprocess.STDOUT)" output = self.shell.run_cell_magic( magic_name="timeit", line="-q -o import subprocess", cell=stmt) output = str(output) # convert TimeitResult object to human readable string else: run_args = [] if profile: run_args.extend([profiler] + profiler_args) run_args.append(self.out) output = subprocess.check_output(run_args, stderr=subprocess.STDOUT) output = output.decode('utf8') helper.print_out(output) return None @magic_arguments() @argument('-n', '--name', type=str, help='file name that will be produced by the cell. must end with .cu extension') @argument('-c', '--compile', type=bool, help='Should be compiled?') @cell_magic def cuda(self, line='', cell=None): args = parse_argstring(self.cuda, line) ex = args.name.split('.')[-1] if ex not in ['cu', 'h']: raise Exception('name must end with .cu or .h') if not os.path.exists(self.output_dir): print(f'Output directory does not exist, creating') try: os.mkdir(self.output_dir) except OSError: print(f"Creation of the directory {self.output_dir} failed") else: print(f"Successfully created the directory {self.output_dir}") file_path = os.path.join(self.output_dir, args.name) with open(file_path, "w") as f: f.write(cell) if args.compile: try: self.compile(self.output_dir, file_path, self.out) output = self.run(timeit=args.timeit, profile=args.profile, profiler_args=args.profiler_args) except subprocess.CalledProcessError as e: helper.print_out(e.output.decode("utf8")) output = None else: output = f'File written in {file_path}' return output @cell_magic def cuda_run(self, line='', cell=None): try: args = self.argparser.parse_args(line.split()) except SystemExit: self.argparser.print_help() return try: cuda_src = os.listdir(self.output_dir) cuda_src = [os.path.join(self.output_dir, x) for x in cuda_src if x[-3:] == '.cu'] print(f'found sources: {cuda_src}') self.compile(self.output_dir, ' '.join(cuda_src), self.out) output = self.run(timeit=args.timeit, profile=args.profile, profiler_args=args.profiler_args) except subprocess.CalledProcessError as e: helper.print_out(e.output.decode("utf8")) output = None return output