multimodalart's picture
multimodalart HF Staff
Upload folder using huggingface_hub
d6ea92f verified
Raw
History Blame Contribute Delete
1.32 kB
from __future__ import annotations
from copy import deepcopy
from pathlib import Path
from typing import Any
import yaml
def load_config(path: str | Path) -> dict[str, Any]:
with Path(path).open("r", encoding="utf-8") as handle:
config = yaml.safe_load(handle)
if not isinstance(config, dict):
raise ValueError(f"Configuration must be a mapping: {path}")
return config
def apply_overrides(config: dict[str, Any], overrides: list[str]) -> dict[str, Any]:
result = deepcopy(config)
for item in overrides:
if "=" not in item:
raise ValueError(f"Override must have key=value form: {item}")
dotted_key, raw_value = item.split("=", 1)
keys = dotted_key.split(".")
node = result
for key in keys[:-1]:
if key not in node or not isinstance(node[key], dict):
raise KeyError(f"Unknown configuration path: {dotted_key}")
node = node[key]
if keys[-1] not in node:
raise KeyError(f"Unknown configuration key: {dotted_key}")
node[keys[-1]] = yaml.safe_load(raw_value)
return result
def save_config(config: dict[str, Any], path: str | Path) -> None:
with Path(path).open("w", encoding="utf-8") as handle:
yaml.safe_dump(config, handle, sort_keys=False)