Search for profiling tools executable paths when they are required

This commit is contained in:
Cosmin Ștefan Ciocan
2024-02-02 14:40:29 +00:00
parent 26fab4d31e
commit ba775f7ce1
4 changed files with 131 additions and 8 deletions
+61
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@@ -0,0 +1,61 @@
"""
Helper functions relating to file paths.
"""
import os
from glob import glob
from typing import List, Optional
CUDA_SEARCH_PATHS: List[str] = [
"/opt/nvidia/nsight-compute",
"/usr/local/cuda",
"/opt",
"/usr",
]
def is_executable(fpath: str) -> bool:
"""Check if file exists and is executable"""
return os.path.isfile(fpath) and os.access(fpath, os.X_OK)
def which(name: str) -> Optional[str]:
"""Find an executable by name by searching the PATH directories"""
for path_dir in os.environ.get("PATH", "").split(os.pathsep):
exec_path = os.path.join(path_dir, name)
if is_executable(exec_path):
return exec_path
return None
def find_executable(
name: str, search_paths: Optional[List[str]] = None
) -> Optional[str]:
"""
Find an executable, either by searching in the directories of the PATH
environment variable or, if that did not work, by searching recursively
in directories a list given as parameter.
Args:
name: The name of the executable to be found.
search_paths: If None, only executables that are available from PATH
will be found. Otherwise, will recursively search these
directories. Defaults to None.
Returns:
The path to the executable if it is found, and None otherwise.
"""
if search_paths is None:
search_paths = []
which_path = which(name)
if which_path is not None:
return which_path
for search_path in search_paths:
search_path = os.path.abspath(search_path)
search_path = os.path.join(search_path, f"**/{name}")
for exec_path in glob(search_path, recursive=True):
return exec_path
return None
+51 -8
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@@ -9,13 +9,20 @@ import shutil
import subprocess
import tempfile
import uuid
from typing import List, Optional
from typing import Dict, List, Optional
# pylint: disable=import-error
from IPython.core.interactiveshell import InteractiveShell
from IPython.core.magic import Magics, cell_magic, line_magic, magics_class
from . import parsers
from .parsers import (
Profiler,
get_parser_cuda,
get_parser_cuda_group_delete,
get_parser_cuda_group_run,
get_parser_cuda_group_save,
)
from .path_utils import CUDA_SEARCH_PATHS, find_executable
DEFAULT_EXEC_FNAME = "cuda_exec.out"
SHARED_GROUP_NAME = "shared"
@@ -37,14 +44,19 @@ class NVCCPlugin(Magics):
super().__init__(shell)
self.shell: InteractiveShell # type hint not provided by parent class
self.parser_cuda = parsers.get_parser_cuda()
self.parser_cuda_group_save = parsers.get_parser_cuda_group_save()
self.parser_cuda_group_delete = parsers.get_parser_cuda_group_delete()
self.parser_cuda_group_run = parsers.get_parser_cuda_group_run()
self.parser_cuda = get_parser_cuda()
self.parser_cuda_group_save = get_parser_cuda_group_save()
self.parser_cuda_group_delete = get_parser_cuda_group_delete()
self.parser_cuda_group_run = get_parser_cuda_group_run()
self.workdir = tempfile.mkdtemp()
print(f'Source files will be saved in "{self.workdir}".')
self.profiler_paths: Dict[Profiler, Optional[str]] = {
Profiler.NCU: None,
Profiler.NSYS: None,
}
def _save_source(
self, source_name: str, source_code: str, group_name: str
) -> None:
@@ -135,12 +147,42 @@ class NVCCPlugin(Magics):
return executable_fpath
def _get_profiler_path(self, profiler: Profiler) -> str:
"""
Get the path of the executable of a given profiling tool. Searches
the directories of the PATH environment variable and some extra
directories where CUDA is usually installed.
Args:
profiler: The profiler whose executable should be found.
Raises:
RuntimeError: If the profiler executable could not be found.
Returns:
The file path of the executable.
"""
profiler_path = self.profiler_paths[profiler]
if profiler_path is not None:
return profiler_path
profiler_path = find_executable(profiler.value, CUDA_SEARCH_PATHS)
if profiler_path is None:
raise RuntimeError(
f'Could not find the "{profiler.value}" profiling tool.'
" Consider searching for where it is installed and adding its"
" directory to the PATH environment variable."
)
self.profiler_paths[profiler] = profiler_path
return profiler_path
def _run( # pylint: disable=too-many-arguments
self,
exec_fpath: str,
timeit: bool = False,
profile: bool = False,
profiler: parsers.Profiler = parsers.Profiler.NCU,
profiler: Profiler = Profiler.NCU,
profiler_args: str = "",
) -> str:
"""
@@ -175,7 +217,8 @@ class NVCCPlugin(Magics):
else:
run_args = []
if profile:
run_args.extend([profiler.value] + profiler_args.split())
profiler_path = self._get_profiler_path(profiler)
run_args.extend([profiler_path] + profiler_args.split())
run_args.append(exec_fpath)
output = subprocess.check_output(
run_args, stderr=subprocess.STDOUT
+3
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@@ -0,0 +1,3 @@
#!/bin/bash
echo "This is just used to test the path_utils.find_executable function"
+16
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@@ -0,0 +1,16 @@
import os
from nvcc4jupyter.path_utils import find_executable
def test_which():
assert find_executable("ls") == "/usr/bin/ls"
def test_find_executable(fixtures_path: str):
exec_path = find_executable("searchforme", [fixtures_path])
assert exec_path is not None
exec_dir, exec_fname = os.path.split(exec_path)
assert exec_fname == "searchforme"
assert os.path.basename(exec_dir) == "scripts"