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authorAaron LI <aaronly.me@outlook.com>2016-11-06 21:05:48 +0800
committerAaron LI <aaronly.me@outlook.com>2016-11-06 21:05:48 +0800
commit90f69f20da9ce91f6e1ff0a994b92be2d25606f1 (patch)
treed18b07b7d63aff0fd16218aeb3ec87bbaf1b97ac /fg21sim/configs/manager.py
parentb6efd51c4a7787b4878323b9e2b81e1d90b465c2 (diff)
downloadfg21sim-90f69f20da9ce91f6e1ff0a994b92be2d25606f1.tar.bz2
configs/manager.py: Support flattening dumped configs (nested dict)
* Add helper function "_flatten_dict()" to flatten a nested dictionary into an one-level dictionary, with the keys are concatenated with a separator. * Add a new parameter "flatten" to method "dump()" to allow the dumped configurations been flattened.
Diffstat (limited to 'fg21sim/configs/manager.py')
-rw-r--r--fg21sim/configs/manager.py104
1 files changed, 98 insertions, 6 deletions
diff --git a/fg21sim/configs/manager.py b/fg21sim/configs/manager.py
index b19978b..c3408ec 100644
--- a/fg21sim/configs/manager.py
+++ b/fg21sim/configs/manager.py
@@ -13,8 +13,9 @@ import os
import sys
import logging
from logging import FileHandler, StreamHandler
-from functools import reduce
import operator
+from functools import reduce
+from collections import MutableMapping
import pkg_resources
from configobj import ConfigObj, ConfigObjError, flatten_errors
@@ -46,6 +47,63 @@ def _get_configspec():
return configspec
+def _flatten_dict(d, sep="/", parent_key=""):
+ """Recursively flatten a nested dictionary with keys compressed.
+
+ The dictionary is recursively flattened into a one-level dictionary,
+ i.e., all the leaves are raised to the top level.
+ For each leaf, the value is simply preserved, while its keys list is
+ compressed into a single key by concatenating with a separator.
+
+ Parameters
+ ----------
+ d : dict
+ Input nested dictionary.
+ sep : str, optional
+ The separator used to concatenate the keys for each leaf item.
+ parent_key : str, optional
+ The parent key string that will be prepended to the flatten key
+ string when flattening the dictionary.
+ NOTE:
+ This parameter is required for the recursion, so user can simply
+ ignore this..
+
+ Returns
+ -------
+ flatdict : dict
+ The flattened dictionary.
+
+ Examples
+ --------
+ FIXME: fix the style
+ - input nested dictionary:
+ {'a': 1,
+ 'c': {'a': 2,
+ 'b': {'x': 5,
+ 'y': 10}},
+ 'd': [1, 2, 3]}
+ - output flatten dictionary:
+ {'a': 1,
+ 'c/a': 2,
+ 'c/b/x': 5,
+ 'c/b/y': 10,
+ 'd': [1, 2, 3]}
+
+ References
+ ----------
+ - Stackoverflow: Flatten nested Python dictionaries, compressing keys
+ http://stackoverflow.com/a/6027615
+ """
+ items = []
+ for k, v in d.items():
+ new_key = (parent_key + sep + k) if parent_key else k
+ if isinstance(v, MutableMapping):
+ items.extend(_flatten_dict(v, sep=sep, parent_key=new_key).items())
+ else:
+ items.append((new_key, v))
+ return dict(items)
+
+
class ConfigManager:
"""Manage the default configurations with specifications, as well as
the user configurations.
@@ -444,22 +502,56 @@ class ConfigManager:
}
return logconf
- def dump(self, from_default=False):
+ def dump(self, from_default=False, flatten=False):
"""Dump the configurations as plain Python dictionary.
Parameters
----------
from_default : bool, optional
- If True, dump the default configurations (as specified by the
+ If ``True``, dump the default configurations (as specified by the
bundled specifications); otherwise, dump the configurations with
user-supplied options merged (default).
+ flatten : bool, optional
+ If ``True``, flatten the configurations with is a nested
+ dictionary into an one-level flat dictionary, make it much easier
+ for client's manipulations.
NOTE
----
The original option orders are missing.
"""
if from_default:
- config = self._config_default
+ data = self._config_default.dict()
else:
- config = self._config
- return config.dict()
+ data = self._config.dict()
+ #
+ if flatten:
+ data = _flatten_dict(data)
+ #
+ return data
+
+ def save(self, outfile=None, clobber=False):
+ """Save the configurations to file.
+
+ XXX/TODO:
+ Will the comments be preserved when save to file ??
+
+ Parameters
+ ----------
+ outfile : str, optional
+ The path to the output configuration file.
+ If not provided, then use ``self.userconfig``, however, set
+ ``clobber=True`` may be required.
+ NOTE: This must be an *absolute path*.
+ clobber : bool, optional
+ Overwrite the output file if already exists.
+
+ Raises
+ ------
+ ValueError :
+ The given ``filepath`` is not an *absolute path*, or the
+ ``self.userconfig`` is invalid while the ``filepath`` not given.
+ OSError :
+ If the target filename already exists.
+ """
+ raise NotImplementedError("TODO")