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config_obj.py
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config_obj.py
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#!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# Copyright (c) 2018-2019 Donfig Developers
# Copyright (c) 2014-2018, Anaconda, Inc. and contributors
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, including without limitation the rights
# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
# copies of the Software, and to permit persons to whom the Software is
# furnished to do so, subject to the following conditions:
#
# The above copyright notice and this permission notice shall be included in all
# copies or substantial portions of the Software.
#
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
# SOFTWARE.
import ast
import os
import sys
import threading
import pprint
from copy import deepcopy
from collections.abc import Mapping
try:
from contextlib import nullcontext
except ImportError:
# <python 3.7
from .utils import nullcontext
try:
import yaml
except ImportError:
yaml = None
if sys.version_info[0] == 2:
# python 2
def makedirs(name, mode=0o777, exist_ok=True):
try:
os.makedirs(name, mode=mode)
except OSError:
if not exist_ok or not os.path.isdir(name):
raise
else:
makedirs = os.makedirs
no_default = '__no_default__'
def canonical_name(k, config):
"""Return the canonical name for a key.
Handles user choice of '-' or '_' conventions by standardizing on whichever
version was set first. If a key already exists in either hyphen or
underscore form, the existing version is the canonical name. If neither
version exists the original key is used as is.
"""
try:
if k in config:
return k
except TypeError:
# config is not a mapping, return the same name as provided
return k
altk = k.replace('_', '-') if '_' in k else k.replace('-', '_')
if altk in config:
return altk
return k
def update(old, new, priority='new'):
"""Update a nested dictionary with values from another
This is like dict.update except that it smoothly merges nested values
This operates in-place and modifies old
Parameters
----------
priority: string {'old', 'new'}
If new (default) then the new dictionary has preference.
Otherwise the old dictionary does.
Examples
--------
>>> a = {'x': 1, 'y': {'a': 2}}
>>> b = {'x': 2, 'y': {'b': 3}}
>>> update(a, b) # doctest: +SKIP
{'x': 2, 'y': {'a': 2, 'b': 3}}
>>> a = {'x': 1, 'y': {'a': 2}}
>>> b = {'x': 2, 'y': {'b': 3}}
>>> update(a, b, priority='old') # doctest: +SKIP
{'x': 1, 'y': {'a': 2, 'b': 3}}
See Also
--------
donfig.config_obj.merge
"""
for k, v in new.items():
k = canonical_name(k, old)
if isinstance(v, Mapping):
if k not in old or old[k] is None:
old[k] = {}
update(old[k], v, priority=priority)
else:
if priority == 'new' or k not in old:
old[k] = v
return old
def merge(*dicts):
"""Update a sequence of nested dictionaries
This prefers the values in the latter dictionaries to those in the former
Examples
--------
>>> a = {'x': 1, 'y': {'a': 2}}
>>> b = {'y': {'b': 3}}
>>> merge(a, b) # doctest: +SKIP
{'x': 1, 'y': {'a': 2, 'b': 3}}
See Also
--------
donfig.config_obj.update
"""
result = {}
for d in dicts:
update(result, d)
return result
def collect_yaml(paths):
"""Collect configuration from yaml files
This searches through a list of paths, expands to find all yaml or json
files, and then parses each file.
"""
# Find all paths
file_paths = []
for path in paths:
if os.path.exists(path):
if os.path.isdir(path):
try:
file_paths.extend(sorted([
os.path.join(path, p)
for p in os.listdir(path)
if os.path.splitext(p)[1].lower() in ('.json', '.yaml', '.yml')
]))
except OSError:
# Ignore permission errors
pass
else:
file_paths.append(path)
configs = []
# Parse yaml files
for path in file_paths:
try:
with open(path) as f:
data = yaml.safe_load(f.read()) or {}
configs.append(data)
except (OSError, IOError):
# Ignore permission errors
pass
return configs
def collect_env(prefix, env=None):
"""Collect config from environment variables
This grabs environment variables of the form "DASK_FOO__BAR_BAZ=123" and
turns these into config variables of the form ``{"foo": {"bar-baz": 123}}``
It transforms the key and value in the following way:
- Lower-cases the key text
- Treats ``__`` (double-underscore) as nested access
- Calls ``ast.literal_eval`` on the value
"""
if env is None:
env = os.environ
d = {}
prefix_len = len(prefix)
for name, value in env.items():
if name.startswith(prefix):
varname = name[prefix_len:].lower().replace('__', '.')
try:
d[varname] = ast.literal_eval(value)
except (SyntaxError, ValueError):
d[varname] = value
result = {}
# fake thread lock to use set functionality
lock = nullcontext()
ConfigSet(result, lock, d)
return result
class ConfigSet(object):
"""Temporarily set configuration values within a context manager
Note, this class should be used directly from the `Config`
object via the :meth:`donfig.Config.set` method.
Examples
--------
>>> from donfig.config_obj import ConfigSet
>>> import mypkg
>>> with ConfigSet(mypkg.config, {'foo': 123}):
... pass
See Also
--------
donfig.Config.set
donfig.Config.get
"""
def __init__(self, config, lock, arg=None, **kwargs):
with lock:
self.config = config
self._record = []
if arg is not None:
for key, value in arg.items():
self._assign(key.split("."), value, config)
if kwargs:
for key, value in kwargs.items():
self._assign(key.split("__"), value, config)
def __enter__(self):
return self.config
def __exit__(self, type, value, traceback):
for op, path, value in reversed(self._record):
d = self.config
if op == "replace":
for key in path[:-1]:
d = d.setdefault(key, {})
d[path[-1]] = value
else: # insert
for key in path[:-1]:
try:
d = d[key]
except KeyError:
break
else:
d.pop(path[-1], None)
def _assign(self, keys, value, d, path=(), record=True):
"""Assign value into a nested configuration dictionary
Parameters
----------
keys : Sequence[str]
The nested path of keys to assign the value, similar to toolz.put_in
value: object
d : dict
The part of the nested dictionary into which we want to assign the
value
path : List[str]
Used internally to hold the path of old values
record : bool, optional
Whether this operation needs to be recorded to allow for rollback.
"""
key = canonical_name(keys[0], d)
path = path + (key,)
if len(keys) == 1:
if record:
if key in d:
self._record.append(("replace", path, d[key]))
else:
self._record.append(("insert", path, None))
d[key] = value
else:
if key not in d:
if record:
self._record.append(("insert", path, None))
d[key] = {}
# No need to record subsequent operations after an insert
record = False
self._assign(keys[1:], value, d[key], path, record=record)
def expand_environment_variables(config):
"""Expand environment variables in a nested config dictionary
This function will recursively search through any nested dictionaries
and/or lists.
Parameters
----------
config : dict, iterable, or str
Input object to search for environment variables
Returns
-------
config : same type as input
Examples
--------
>>> expand_environment_variables({'x': [1, 2, '$USER']}) # doctest: +SKIP
{'x': [1, 2, 'my-username']}
"""
if isinstance(config, Mapping):
return {k: expand_environment_variables(v) for k, v in config.items()}
elif isinstance(config, str):
return os.path.expandvars(config)
elif isinstance(config, (list, tuple, set)):
return type(config)([expand_environment_variables(v) for v in config])
else:
return config
class Config(object):
def __init__(self, name, defaults=None, paths=None, env=None, env_var=None, root_env_var=None, env_prefix=None):
if root_env_var is None:
root_env_var = '{}_ROOT_CONFIG'.format(name.upper())
if paths is None:
paths = [
os.getenv(root_env_var, '/etc/{}'.format(name)),
os.path.join(sys.prefix, 'etc', name),
os.path.join(os.path.expanduser('~'), '.config', name),
os.path.join(os.path.expanduser('~'), '.{}'.format(name))
]
if env_prefix is None:
env_prefix = "{}_".format(name.upper())
if env is None:
env = os.environ
if env_var is None:
env_var = '{}_CONFIG'.format(name.upper())
if env_var in os.environ:
main_path = os.environ[env_var]
paths.append(main_path)
else:
main_path = os.path.join(os.path.expanduser('~'), '.config', name)
self.name = name
self.env_prefix = env_prefix
self.env = env
self.main_path = main_path
self.paths = paths
self.defaults = defaults or []
self.config = {}
self.config_lock = threading.Lock()
self.refresh()
def __contains__(self, item):
try:
self[item]
return True
except (TypeError, IndexError, KeyError):
return False
def __getitem__(self, item):
return self.get(item)
def pprint(self, **kwargs):
return pprint.pprint(self.config, **kwargs)
def collect(self, paths=None, env=None):
"""Collect configuration from paths and environment variables
Parameters
----------
paths : List[str]
A list of paths to search for yaml config files. Defaults to the
paths passed when creating this object.
env : dict
The system environment variables to search through. Defaults to
the environment dictionary passed when creating this object.
Returns
-------
config: dict
See Also
--------
donfig.Config.refresh: collect configuration and update into primary config
"""
if paths is None:
paths = self.paths
if env is None:
env = self.env
configs = []
if yaml:
configs.extend(collect_yaml(paths=paths))
configs.append(collect_env(self.env_prefix, env=env))
return merge(*configs)
def refresh(self, **kwargs):
"""Update configuration by re-reading yaml files and env variables.
This goes through the following stages:
1. Clearing out all old configuration
2. Updating from the stored defaults from downstream libraries
(see update_defaults)
3. Updating from yaml files and environment variables
Note that some functionality only checks configuration once at startup and
may not change behavior, even if configuration changes. It is recommended
to restart your python process if convenient to ensure that new
configuration changes take place.
See Also
--------
donfig.Config.collect: for parameters
donfig.Config.update_defaults
"""
self.clear()
for d in self.defaults:
update(self.config, d, priority='old')
update(self.config, self.collect(**kwargs))
def get(self, key, default=no_default):
"""Get elements from global config
Use '.' for nested access
Examples
--------
>>> from donfig import Config
>>> config = Config('mypkg')
>>> config.get('foo') # doctest: +SKIP
{'x': 1, 'y': 2}
>>> config.get('foo.x') # doctest: +SKIP
1
>>> config.get('foo.x.y', default=123) # doctest: +SKIP
123
See Also
--------
donfig.Config.set
"""
keys = key.split('.')
result = self.config
for k in keys:
k = canonical_name(k, result)
try:
result = result[k]
except (TypeError, IndexError, KeyError):
if default is not no_default:
return default
else:
raise
return result
def update_defaults(self, new):
"""Add a new set of defaults to the configuration
It does two things:
1. Add the defaults to a collection to be used by refresh() later
2. Updates the config with the new configuration
prioritizing older values over newer ones
"""
self.defaults.append(new)
update(self.config, new, priority='old')
def to_dict(self):
"""Return dictionary copy of configuration.
.. warning::
This will copy all keys and values. This includes values that
may cause unwanted side effects depending on what values exist
in the current configuration.
"""
return deepcopy(self.config)
def clear(self):
"""Clear all existing configuration."""
self.config.clear()
def merge(self, *dicts):
"""Merge this configuration with multiple dictionaries.
See :func:`~donfig.config_obj.merge` for more information.
"""
self.config = merge(self.config, dicts)
def update(self, new, priority='new'):
"""Update the internal configuration dictionary with `new`.
See :func:`~donfig.config_obj.update` for more information.
"""
self.config = update(self.config, new, priority=priority)
def expand_environment_variables(self):
"""Expand any environment variables in this configuration in-place.
See :func:`~donfig.config_obj.expand_environment_variables` for more information.
"""
self.config = expand_environment_variables(self.config)
def rename(self, aliases):
"""Rename old keys to new keys
This helps migrate older configuration versions over time
"""
old = []
new = {}
for o, n in aliases.items():
value = self.get(o, None)
if value is not None:
old.append(o)
new[n] = value
for k in old:
del self.config[canonical_name(k, self.config)] # TODO: support nested keys
self.set(new)
def set(self, arg=None, **kwargs):
"""Set configuration values within a context manager.
Parameters
----------
arg : mapping or None, optional
A mapping of configuration key-value pairs to set.
**kwargs :
Additional key-value pairs to set. If ``arg`` is provided, values set
in ``arg`` will be applied before those in ``kwargs``.
Double-underscores (``__``) in keyword arguments will be replaced with
``.``, allowing nested values to be easily set.
Examples
--------
>>> from donfig import Config
>>> config = Config('mypkg')
Set ``'foo.bar'`` in a context, by providing a mapping.
>>> with config.set({'foo.bar': 123}):
... pass
Set ``'foo.bar'`` in a context, by providing a keyword argument.
>>> with config.set(foo__bar=123):
... pass
Set ``'foo.bar'`` globally.
>>> config.set(foo__bar=123) # doctest: +SKIP
See Also
--------
donfig.Config.get
"""
return ConfigSet(self.config, self.config_lock, arg=arg, **kwargs)
def ensure_file(self, source, destination=None, comment=True):
"""Copy file to default location if it does not already exist
This tries to move a default configuration file to a default location if
if does not already exist. It also comments out that file by default.
This is to be used by downstream modules that may
have default configuration files that they wish to include in the default
configuration path.
Parameters
----------
source : string, filename
Source configuration file, typically within a source directory.
destination : string, directory
Destination directory. Configurable by ``<CONFIG NAME>_CONFIG``
environment variable, falling back to ~/.config/<config name>.
comment : bool, True by default
Whether or not to comment out the config file when copying.
"""
if destination is None:
destination = self.main_path
# destination is a file and already exists, never overwrite
if os.path.isfile(destination):
return
# If destination is not an existing file, interpret as a directory,
# use the source basename as the filename
directory = destination
destination = os.path.join(directory, os.path.basename(source))
try:
if not os.path.exists(destination):
makedirs(directory, exist_ok=True)
# Atomically create destination. Parallel testing discovered
# a race condition where a process can be busy creating the
# destination while another process reads an empty config file.
tmp = '%s.tmp.%d' % (destination, os.getpid())
with open(source) as f:
lines = list(f)
if comment:
lines = ['# ' + line
if line.strip() and not line.startswith('#')
else line
for line in lines]
with open(tmp, 'w') as f:
f.write(''.join(lines))
try:
os.rename(tmp, destination)
except OSError:
os.remove(tmp)
except (IOError, OSError):
pass