Skip to content
Merged
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
4 changes: 2 additions & 2 deletions src/lanfactory/utils/__init__.py
Original file line number Diff line number Diff line change
@@ -1,3 +1,3 @@
from .util_funs import try_gen_folder, save_configs
from .util_funs import save_configs

__all__ = ["try_gen_folder", "save_configs"]
__all__ = ["save_configs"]
85 changes: 3 additions & 82 deletions src/lanfactory/utils/util_funs.py
Original file line number Diff line number Diff line change
@@ -1,84 +1,14 @@
"""Some utility functions for the lanfactory package."""

import os
import pickle
import warnings
from pathlib import Path


# TODO: this is now in ssms. Delete this file and import from ssms instead.
def try_gen_folder(folder: str | None = None, allow_abs_path_folder_generation: bool = True) -> None:
"""Function to generate a folder from a string. If the folder already exists, it will not be generated.

Arguments
---------
folder (str):
The folder string to generate.
allow_abs_path_folder_generation (bool):
If True, the folder string is treated as an absolute path.
If False, the folder string is treated as a relative path.

"""
folder_list = folder.split("/")

# Check if folder string supplied defines a relative or absolute path
if not folder_list[0]:
if not allow_abs_path_folder_generation:
warnings.warn(
"Absolute folder path provided, "
"but setting allow_abs_path_folder_generation = False. \n"
"No folders will be generated."
)
return
else:
rel_folder = True
i = 1
else:
rel_folder = False
i = 0

#
while i < len(folder_list):
if not folder_list[i]:
folder_list.pop(i)
else:
i += 1

if rel_folder:
folder_list[1] = "/" + folder_list[1]
folder_list.pop(0)

tmp_dir_str = ""
i = 0

while i < len(folder_list):
if i == 0:
tmp_dir_str += folder_list[i]
else:
tmp_dir_str += "/" + folder_list[i]

if not os.path.exists(tmp_dir_str):
print("Did not find folder: ", tmp_dir_str)
print("Creating it...")
try:
os.makedirs(tmp_dir_str)
except Exception as e:
print(e)
print("Some problem occured when creating the directory ", tmp_dir_str)
else:
print("Found folder: ", tmp_dir_str)
print("Moving on...")
i += 1

return


def save_configs(
model_id: str | None = None,
save_folder: str | Path | None = None,
network_config: dict | None = None,
train_config: dict | None = None,
allow_abs_path_folder_generation: bool = True,
) -> None:
"""Function to save the network and training configurations to a folder.

Expand All @@ -92,27 +22,18 @@ def save_configs(
The network configuration dictionary.
train_config (dict):
The training configuration dictionary.
allow_abs_path_folder_generation (bool):
If True, the folder string is treated as an absolute path.
If False, the folder string is treated as a relative path.
"""

if isinstance(save_folder, Path):
save_folder = str(save_folder)

# Generate save_folder if it doesn't yet exist
try_gen_folder(
folder=save_folder,
allow_abs_path_folder_generation=allow_abs_path_folder_generation,
)
Path(save_folder).mkdir(parents=True, exist_ok=True)

# Save network config
pickle.dump(
network_config,
open(save_folder + "/" + model_id + "_network_config.pickle", "wb"),
open(Path(save_folder) / f"{model_id}_network_config.pickle", "wb"),
)
print("Saved network config")
# Save train config
pickle.dump(train_config, open(save_folder + "/" + model_id + "_train_config.pickle", "wb"))
pickle.dump(train_config, open(Path(save_folder) / f"{model_id}_train_config.pickle", "wb"))
print("Saved train config")
return
Loading