lightning/requirements/adjust_versions.py

51 lines
1.6 KiB
Python

import os
import re
import sys
from typing import Any, Dict
VERSIONS_LUT: Dict[str, Dict[str, Any]] = {
"1.4.0": dict(torchvision="0.5.0", torchtext="0.5"),
"1.5.0": dict(torchvision="0.6.0", torchtext="0.6"),
"1.5.1": dict(torchvision="0.6.1", torchtext="0.6"),
"1.6.0": dict(torchvision="0.7.0", torchtext="0.7"),
"1.7.0": dict(torchvision="0.8.1", torchtext="0.8"),
"1.7.1": dict(torchvision="0.8.2", torchtext="0.8.1"),
"1.8.0": dict(torchvision="0.9.0", torchtext="0.9"),
"1.8.1": dict(torchvision="0.9.0", torchtext="0.9"),
}
def find_latest(ver: str, versions_all: list) -> str:
# drop all except semantic version
ver = re.search(r'([\.\d]+)', ver).groups()[0]
# find candidates, by starting version pattern
options = [v for v in versions_all if v.startswith(ver)]
assert options, f"missing {ver} among {versions_all}"
# take the last one...
return sorted(options)[-1]
def main(path_req: str, torch_version: str = None) -> None:
with open(path_req, "r") as fp:
req = fp.read()
if not torch_version:
import torch
torch_version = torch.__version__
assert torch_version, f"invalid/missing Torch: {torch_version}"
torch_version = find_latest(torch_version, list(VERSIONS_LUT.keys()))
dep_versions = VERSIONS_LUT[torch_version]
dep_versions["torch"] = torch_version
for lib in dep_versions:
version = dep_versions[lib]
replace = f"{lib}=={version}\n"
req = re.sub(rf"{lib}[>=]*[\d\.]*{os.linesep}", replace, req)
with open(path_req, "w") as fp:
fp.write(req)
if __name__ == "__main__":
main(*sys.argv[1:])