# Copyright 2019 TerraPower, LLC
#
# 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.
"""
This defines a Settings object that acts mostly like a dictionary. It
is meant so that each ARMI run has one-and-only-one Settings object. It records
user settings like the core power level, the input file names, the number of cycles to
run, the run type, the environment setup, and hundreds of other things.
A Settings object can be saved as or loaded from an YAML file. The ARMI GUI is designed to
create this settings file, which is then loaded by an ARMI process on the cluster.
"""
import io
import logging
import os
from copy import copy, deepcopy
from ruamel.yaml import YAML
from armi import context
from armi import runLog
from armi.settings import settingsIO
from armi.settings.setting import Setting
from armi.utils import pathTools
from armi.utils.customExceptions import NonexistentSetting
SIMPLE_CYCLES_INPUTS = {
"availabilityFactor",
"availabilityFactors",
"powerFractions",
"burnSteps",
"cycleLength",
"cycleLengths",
}
[docs]class Settings:
"""
A container for run settings, such as case title, power level, and many more.
.. impl:: Settings are used to define an ARMI run.
:id: I_ARMI_SETTING0
:implements: R_ARMI_SETTING
The Settings object is accessible to most ARMI objects through self.cs
(for 'case settings'). It acts largely as a dictionary, and setting values
are accessed by keys.
The Settings object has a 1-to-1 correspondence with the ARMI settings
input file. This file may be created by hand or by a GUI.
Notes
-----
The actual settings in any instance of this class are immutable.
"""
defaultCaseTitle = "armi"
def __init__(self, fName=None):
"""
Instantiate a Settings object.
Parameters
----------
fName : str, optional
Path to a valid yaml settings file that will be loaded
"""
# if the "loadingFile" is not set, this better be True, or there are no blueprints at all
self.filelessBP = False
self._failOnLoad = False
"""This is state information.
The command line can take settings, which override a value in the current
settings file; however, if the settings file is listed after a setting value,
the setting from the settings file will be used rather than the one explicitly
provided by the user on the command line. Therefore, _failOnLoad is used to
prevent this from happening.
"""
from armi import getApp
self.path = ""
app = getApp()
assert app is not None
self.__settings = app.getSettings()
if fName:
self.loadFromInputFile(fName)
@property
def inputDirectory(self):
"""Getter for settings file path."""
if self.path is None:
return os.getcwd()
else:
return os.path.dirname(self.path)
@property
def caseTitle(self):
"""Getter for settings case title.
.. impl:: Define a case title to go with the settings.
:id: I_ARMI_SETTINGS_META0
:implements: R_ARMI_SETTINGS_META
Every Settings object has a "case title"; a string for users to
help identify their run. This case title is used in log file
names, it is printed during a run, it is frequently used to
name the settings file. It is designed to be an easy-to-use
and easy-to-understand way to keep track of simulations. The
general idea here is that the average analyst that is using
ARMI will run many ARMI-based simulations, and there needs
to be an easy to identify them all.
"""
if not self.path:
return self.defaultCaseTitle
else:
return os.path.splitext(os.path.basename(self.path))[0]
@caseTitle.setter
def caseTitle(self, value):
"""Setter for the case title."""
self.path = os.path.join(self.inputDirectory, value + ".yaml")
@property
def environmentSettings(self):
"""Getter for environment settings."""
return [
setting.name
for setting in self.__settings.values()
if setting.isEnvironment
]
def __contains__(self, key):
return key in self.__settings
def __repr__(self):
total = len(self.__settings.keys())
isAltered = lambda s: 1 if s.value != s.default else 0
altered = sum([isAltered(setting) for setting in self.__settings.values()])
return "<{} name:{} total:{} altered:{}>".format(
self.__class__.__name__, self.caseTitle, total, altered
)
def _directAccessOfSettingAllowed(self, key):
"""
A way to check if specific settings can be grabbed out of the case settings.
Could be updated with other specific instances as necessary.
Notes
-----
Checking the validity of grabbing specific settings at this point,
as is done for the SIMPLE_CYCLES_INPUT's, feels
a bit intrusive and out of place. In particular, the fact that the check
is done every time that a setting is reached for, no matter if it is the
setting in question, is quite clunky. In the future, it would be desirable
if the settings system were more flexible to control this type of thing
at a deeper level.
"""
if key not in self.__settings:
return False, NonexistentSetting(key)
if key in SIMPLE_CYCLES_INPUTS and self.__settings["cycles"].value != []:
err = ValueError(
"Cannot grab simple cycles information from the case settings "
"when detailed cycles information is also entered. In general "
"cycles information should be pulled off the operator or parsed "
"using the appropriate getter in the utils."
)
return False, err
return True, None
def __getitem__(self, key):
settingIsOkayToGrab, err = self._directAccessOfSettingAllowed(key)
if settingIsOkayToGrab:
return self.__settings[key].value
else:
raise err
[docs] def getSetting(self, key, default=None):
"""
Return a copy of an actual Setting object, instead of just its value.
Notes
-----
This is used very rarely, try to organize your code to only need a Setting value.
"""
if key in self.__settings:
return copy(self.__settings[key])
elif default is not None:
return default
else:
raise NonexistentSetting(key)
def __setitem__(self, key, val):
"""
Notes
-----
This potentially allows for invisible settings mutations.
"""
if key in self.__settings:
self.__settings[key].setValue(val)
else:
raise NonexistentSetting(key)
def __setstate__(self, state):
"""
Rebuild schema upon unpickling since schema is unpickleable.
Pickling happens during mpi broadcasts and also
during testing where the test reactor is cached.
See Also
--------
armi.settings.setting.Setting.__getstate__ : removes schema
"""
from armi import getApp
self.__settings = getApp().getSettings()
# restore non-setting instance attrs
for key, val in state.items():
if key != "_Settings__settings":
setattr(self, key, val)
# with schema restored, restore all setting values
for name, settingState in state["_Settings__settings"].items():
if name in self.__settings:
self.__settings[name]._value = settingState.value
elif isinstance(settingState, Setting):
self.__settings[name] = copy(settingState)
else:
raise NonexistentSetting(name)
[docs] def keys(self):
return self.__settings.keys()
[docs] def values(self):
return self.__settings.values()
[docs] def items(self):
return self.__settings.items()
[docs] def duplicate(self):
"""Return a duplicate copy of this settings object."""
cs = deepcopy(self)
cs._failOnLoad = False
# it's not really protected access since it is a new Settings object.
# _failOnLoad is set to false, because this new settings object should be independent of the command line
return cs
[docs] def revertToDefaults(self):
"""Sets every setting back to its default value."""
for setting in self.__settings.values():
setting.revertToDefault()
[docs] def failOnLoad(self):
"""This method is used to force loading a file to fail.
After command line processing of settings has begun, the settings should be fully defined.
If the settings are loaded
"""
self._failOnLoad = True
[docs] def registerUserPlugins(self):
"""Add any ad-hoc 'user' plugins that are referenced in the settings file."""
userPlugins = self["userPlugins"]
if len(userPlugins):
from armi import getApp
app = getApp()
app.registerUserPlugins(userPlugins)
def _prepToRead(self, fName):
if self._failOnLoad:
raise RuntimeError(
"Cannot load settings file after processing of command "
"line options begins.\nYou may be able to fix this by "
"reordering the command line arguments, and making sure "
"the settings file `{}` comes before any modified settings.".format(
fName
)
)
path = pathTools.armiAbsPath(fName)
return settingsIO.SettingsReader(self), path
[docs] def loadFromString(self, string, handleInvalids=True):
"""Read in settings from a YAML string.
Passes the reader back out in case you want to know something about how the
reading went like for knowing if a file contained deprecated settings, etc.
"""
if self._failOnLoad:
raise RuntimeError(
"Cannot load settings after processing of command "
"line options begins.\nYou may be able to fix this by "
"reordering the command line arguments."
)
reader = settingsIO.SettingsReader(self)
fmt = reader.SettingsInputFormat.YAML
reader.readFromStream(
io.StringIO(string), handleInvalids=handleInvalids, fmt=fmt
)
self.initLogVerbosity()
return reader
def _applyReadSettings(self, path=None):
self.initLogVerbosity()
if path:
self.path = path # can't set this before a chance to fail occurs
[docs] def initLogVerbosity(self):
"""
Central location to init logging verbosity.
Notes
-----
This means that creating a Settings object sets the global logging
level of the entire code base.
"""
if context.MPI_RANK == 0:
runLog.setVerbosity(self["verbosity"])
else:
runLog.setVerbosity(self["branchVerbosity"])
self.setModuleVerbosities(force=True)
[docs] def writeToYamlFile(self, fName, style="short", fromFile=None):
"""
Write settings to a yaml file.
Notes
-----
This resets the current CS's path to the newly written absolute path.
Parameters
----------
fName : str
the file to write to
style : str (optional)
the method of output to be used when creating the file for the current
state of settings (short, medium, or full)
fromFile : str (optional)
if the source file and destination file are different (i.e. for cloning)
and the style argument is ``medium``, then this arg is used
"""
self.path = pathTools.armiAbsPath(fName)
if style == "medium":
getSettingsPath = (
self.path if fromFile is None else pathTools.armiAbsPath(fromFile)
)
settingsSetByUser = self.getSettingsSetByUser(getSettingsPath)
else:
settingsSetByUser = []
with open(self.path, "w") as stream:
writer = self.writeToYamlStream(stream, style, settingsSetByUser)
return writer
[docs] def getSettingsSetByUser(self, fPath):
"""
Grabs the list of settings in the user-defined input file so that the settings
can be tracked outside of a Settings object.
Parameters
----------
fPath : str
The absolute file path of the settings file
Returns
-------
userSettingsNames : list
The settings names read in from a yaml settings file
"""
# We do not want to load these as settings, but just grab the dictionary straight
# from the settings file to know which settings are user-defined
with open(fPath, "r") as stream:
yaml = YAML()
yaml.allow_duplicate_keys = False
tree = yaml.load(stream)
userSettings = tree[settingsIO.Roots.CUSTOM]
userSettingsNames = list(userSettings.keys())
return userSettingsNames
[docs] def writeToYamlStream(self, stream, style="short", settingsSetByUser=[]):
"""
Write settings in yaml format to an arbitrary stream.
Parameters
----------
stream : file object
Writable file stream
style : str (optional)
Writing style for settings file. Can be short, medium, or full.
settingsSetByUser : list
List of settings names in user-defined settings file
Returns
-------
writer : SettingsWriter
"""
writer = settingsIO.SettingsWriter(
self, style=style, settingsSetByUser=settingsSetByUser
)
writer.writeYaml(stream)
return writer
[docs] def updateEnvironmentSettingsFrom(self, otherCs):
"""Updates the environment settings in this object based on some other cs
(from the GUI, most likely).
Parameters
----------
otherCs : Settings
A cs object that environment settings will be inherited from.
This enables users to run tests with their environment rather than the reference environment
"""
for replacement in self.environmentSettings:
self[replacement] = otherCs[replacement]
[docs] def modified(self, caseTitle=None, newSettings=None):
"""Return a new Settings object containing the provided modifications."""
settings = self.duplicate()
if caseTitle:
settings.caseTitle = caseTitle
if newSettings:
for key, val in newSettings.items():
if isinstance(val, Setting):
settings.__settings[key] = copy(val)
elif key in settings.__settings:
settings.__settings[key].setValue(val)
else:
settings.__settings[key] = Setting(
key, val, description="Description from cs.modified()"
)
return settings
[docs] def setModuleVerbosities(self, force=False):
"""Attempt to grab the module-level logger verbosities from the settings file,
and then set their log levels (verbosities).
Parameters
----------
force : bool, optional
If force is False, don't overwrite the log verbosities if the logger already exists.
IF this needs to be used mid-run, force=False is safer.
Notes
-----
This method is only meant to be called once per run.
"""
# try to get the setting dict
verbs = self["moduleVerbosity"]
# set, but don't use, the module-level loggers
for mName, mLvl in verbs.items():
# by default, we init module-level logging, not change it mid-run
if force or mName not in logging.Logger.manager.loggerDict:
# cast verbosity to integer
lvl = int(mLvl) if mLvl.isnumeric() else runLog.LOG.logLevels[mLvl][0]
log = logging.getLogger(mName)
log.setVerbosity(lvl)