util

utilities used throughout em_framework

class ema_workbench.em_framework.util.Counter(startfrom=0)

helper function for generating counter based names for NamedDicts

class ema_workbench.em_framework.util.ProgressTrackingMixIn(N, reporting_interval, logger, log_progress=False, log_func=<function ProgressTrackingMixIn.<lambda>>)

Mixin for monitoring progress

Parameters
  • N (int) – total number of experiments

  • reporting_interval (int) – nfe between logging progress

  • logger (logger instance) –

  • log_progress (bool, optional) –

  • log_func (callable, optional) – function called with self as only argument, should invoke self._logger with custom log message

i
Type

int

reporting_interval
Type

int

log_progress
Type

bool

log_func
Type

callable

pbar

if log_progress is true, None, if false tqdm.tqdm instance

Type

{None, tqdm.tqdm instance}

ema_workbench.em_framework.util.combine(*args)

combine scenario and policy into a single experiment dict

Parameters

args (two or more dicts that need to be combined) –

Return type

a single unified dict containing the entries from all dicts

Raises

EMAError – if a keyword argument exists in more than one dict

ema_workbench.em_framework.util.representation(named_dict)

helper function for generating repr based names for NamedDicts