def _create_dist(self, name, value, named_dists):
'''Attempt to create a distribution representing the data in @value.
If @value is a string, use it as a key for @named_dists.'''
# A list of values
if type(value) == type([]):
map(lambda x : self.__check_value(name, x, [float, int]), value)
return rv.uniform_choice(value)
elif type(value) in [float, int]:
return lambda : value
elif named_dists and value in named_dists:
return named_dists[value]
else:
raise ValueError("Invalid %s value: %s" % (name, value))
import gen.rv as rv
import os
import pprint
import schedcat.generator.tasks as tasks
import shutil as sh
from Cheetah.Template import Template
from common import get_config_option,num_cpus,recordtype
from config.config import DEFAULTS,PARAMS
from gen.dp import DesignPointGenerator
from parse.col_map import ColMapBuilder
NAMED_PERIODS = {
'harmonic' : rv.uniform_choice([25, 50, 100, 200]),
'uni-short' : rv.uniform_int( 3, 33),
'uni-moderate' : rv.uniform_int(10, 100),
'uni-long' : rv.uniform_int(50, 250),
}
NAMED_UTILIZATIONS = {
'uni-very-light': rv.uniform(0.0001, 0.001),
'uni-light' : rv.uniform(0.001, 0.1),
'uni-medium' : rv.uniform( 0.1, 0.4),
'uni-heavy' : rv.uniform( 0.5, 0.9),
'uni-mixed' : rv.uniform(0.001, .4),
'exp-light' : rv.exponential(0, 1, 0.10),
'exp-medium' : rv.exponential(0, 1, 0.25),
'exp-heavy' : rv.exponential(0, 1, 0.50),
'bimo-light' : rv.multimodal([(rv.uniform(0.001, 0.5), 8),
