Files
lancedb/python/lancedb/utils/config.py
Ayush Chaurasia a1377afcaa feat: telemetry, error tracking, CLI & config manager (#538)
Co-authored-by: Lance Release <lance-dev@lancedb.com>
Co-authored-by: Rob Meng <rob.xu.meng@gmail.com>
Co-authored-by: Will Jones <willjones127@gmail.com>
Co-authored-by: Chang She <759245+changhiskhan@users.noreply.github.com>
Co-authored-by: rmeng <rob@lancedb.com>
Co-authored-by: Chang She <chang@lancedb.com>
Co-authored-by: Rok Mihevc <rok@mihevc.org>
2023-10-08 23:11:39 +05:30

117 lines
3.8 KiB
Python

# Copyright 2023 LanceDB Developers
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import copy
import hashlib
import os
import platform
import uuid
from pathlib import Path
from .general import LOGGER, is_dir_writeable, yaml_load, yaml_save
def get_user_config_dir(sub_dir="lancedb"):
"""
Get the user config directory.
Args:
sub_dir (str): The name of the subdirectory to create.
Returns:
(Path): The path to the user config directory.
"""
# Return the appropriate config directory for each operating system
if platform.system() == "Windows":
path = Path.home() / "AppData" / "Roaming" / sub_dir
elif platform.system() == "Darwin":
path = Path.home() / "Library" / "Application Support" / sub_dir
elif platform.system() == "Linux":
path = Path.home() / ".config" / sub_dir
else:
raise ValueError(f"Unsupported operating system: {platform.system()}")
# GCP and AWS lambda fix, only /tmp is writeable
if not is_dir_writeable(path.parent):
LOGGER.warning(
f"WARNING ⚠️ user config directory '{path}' is not writeable, defaulting to '/tmp' or CWD."
"Alternatively you can define a LANCEDB_CONFIG_DIR environment variable for this path."
)
path = (
Path("/tmp") / sub_dir
if is_dir_writeable("/tmp")
else Path().cwd() / sub_dir
)
# Create the subdirectory if it does not exist
path.mkdir(parents=True, exist_ok=True)
return path
USER_CONFIG_DIR = Path(os.getenv("LANCEDB_CONFIG_DIR") or get_user_config_dir())
CONFIG_FILE = USER_CONFIG_DIR / "config.yaml"
class Config(dict):
"""
Manages lancedb config stored in a YAML file.
Args:
file (str | Path): Path to the lancedb config YAML file. Default is USER_CONFIG_DIR / 'config.yaml'.
"""
def __init__(self, file=CONFIG_FILE):
self.file = Path(file)
self.defaults = { # Default global config values
"diagnostics": True,
"uuid": hashlib.sha256(str(uuid.getnode()).encode()).hexdigest(),
}
super().__init__(copy.deepcopy(self.defaults))
if not self.file.exists():
self.save()
self.load()
correct_keys = self.keys() == self.defaults.keys()
correct_types = all(
type(a) is type(b) for a, b in zip(self.values(), self.defaults.values())
)
if not (correct_keys and correct_types):
LOGGER.warning(
"WARNING ⚠️ LanceDB settings reset to default values. This may be due to a possible problem "
"with your settings or a recent package update. "
f"\nView settings & usage with 'lancedb settings' or at '{self.file}'"
)
self.reset()
def load(self):
"""Loads settings from the YAML file."""
super().update(yaml_load(self.file))
def save(self):
"""Saves the current settings to the YAML file."""
yaml_save(self.file, dict(self))
def update(self, *args, **kwargs):
"""Updates a setting value in the current settings."""
super().update(*args, **kwargs)
self.save()
def reset(self):
"""Resets the settings to default and saves them."""
self.clear()
self.update(self.defaults)
self.save()