lightning/requirements/adjust_versions.py

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:])