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<main>
<article id="content">
<header>
<h1 class="title">Module <code>ABCPython.Config</code></h1>
</header>
<section id="section-intro">
<details class="source">
<summary>
<span>Expand source code</span>
</summary>
<pre><code class="python">import sys, getopt
import configparser
from deap.benchmarks import *
import os
class Config:
def __init__(_self, argv):
config = configparser.ConfigParser()
config.read(os.path.dirname(os.path.abspath(__file__))+'/ABC.ini')
#####SETTINGS FILE######
_self.OBJECTIVE_FUNCTION = _self.objFunctionSelector.get(config['DEFAULT']['ObjectiveFunction'], "Error")
_self.NUMBER_OF_POPULATION = int(config['DEFAULT']['NumberOfPopulation'])
_self.MAXIMUM_EVALUATION = int(config['DEFAULT']['MaximumEvaluation'])
_self.LIMIT = int(config['DEFAULT']['Limit'])
_self.FOOD_NUMBER = int(_self.NUMBER_OF_POPULATION / 2)
_self.DIMENSION = int(config['DEFAULT']['Dimension'])
_self.UPPER_BOUND = float(config['DEFAULT']['UpperBound'])
_self.LOWER_BOUND = float(config['DEFAULT']['LowerBound'])
_self.MINIMIZE = bool(config['DEFAULT']['Minimize'])
_self.RUN_TIME = int(config['DEFAULT']['RunTime'])
_self.SHOW_PROGRESS = bool(config['REPORT']['ShowProgress']=='True')
_self.PRINT_PARAMETERS = bool(config['REPORT']['PrintParameters']=='True')
_self.RUN_INFO = bool(config['REPORT']['RunInfo']=='True')
_self.RUN_INFO_COMMANDLINE = bool(config['REPORT']['CommandLine']=='True')
_self.SAVE_RESULTS = bool(config['REPORT']['SaveResults']=='True')
_self.RESULT_REPORT_FILE_NAME = config['REPORT']['ResultReportFileName']
_self.PARAMETER_REPORT_FILE_NAME = config['REPORT']['ParameterReportFileName']
_self.RESULT_BY_CYCLE_FOLDER = config['REPORT']['ResultByCycleFolder']
_self.OUTPUTS_FOLDER_NAME = str(config['REPORT']['OutputsFolderName'])
_self.RANDOM_SEED = config['SEED']['RandomSeed'] == 'True'
_self.SEED = int(config['SEED']['Seed'])
#####SETTINGS FILE######
#####SETTINGS ARGUMENTS######
try:
opts, args = getopt.getopt(argv, 'hn:m:t:d:l:u:r:o:',
['help', 'np=', 'max_eval=','trial=', 'dim=', 'lower_bound=', 'upper_bound=', 'runtime=',
'obj_fun=','output_folder=','file_name=','param_name=','res_cycle_folder=','show_functions'])
except getopt.GetoptError:
print('Usage: ABCAlgorithm.py -h or --help')
sys.exit(2)
for opt, arg in opts:
if opt in ('-h', '--help'):
print('-h or --help : Show Usage')
print('-n or --np : Number of Population')
print('-m or --max_eval : Maximum Evaluation')
#print('-t or --trial : Maximum Trial')
print('-d or --dim : Dimension')
print('-l or --lower_bound : Lower Bound')
print('-u or --upper_bound : Upper Bound')
print('-r or --runtime : Run Time')
print('-o or --obj_fun : Objective Function')
print('--show_functions : Show Objective Functions')
print('--output_folder= [DEFAULT: Outputs]')
print('--file_name= [DEFAULT: Run_Results.csv]')
print('--param_name= [DEFAULT: Param_Results.csv]')
print('--res_cycle_folder= [DEFAULT: ResultByCycle]')
sys.exit()
elif opt in ('-n', '--np'):
_self.NUMBER_OF_POPULATION = int(arg)
elif opt in ('-m', '--max_eval'):
_self.MAXIMUM_EVALUATION = int(arg)
elif opt in ('-d', '--dim'):
_self.DIMENSION = int(arg)
elif opt in ('-t', '--trial'):
_self.LIMIT = int(arg)
elif opt in ('-l', '--lower_bound'):
_self.LOWER_BOUND = float(arg)
elif opt in ('-u', '--upper_bound'):
_self.UPPER_BOUND = float(arg)
elif opt in ('-r', '--runtime'):
_self.RUN_TIME = int(arg)
elif opt in ('-o', '--obj_fun'):
_self.OBJECTIVE_FUNCTION = _self.objFunctionSelector.get(arg, "sphere")
elif opt in ('--output_folder'):
_self.OUTPUTS_FOLDER_NAME = arg
elif opt in ('--param_name'):
_self.PARAMETER_REPORT_FILE_NAME = arg
elif opt in ('--file_name'):
_self.RESULT_REPORT_FILE_NAME = arg
elif opt in ('--res_cycle_folder'):
_self.RESULT_BY_CYCLE_FOLDER = arg
elif opt in ('--show_functions'):
print("We use deap.benchmarks functions. Available functions are listed below:")
for i in _self.objFunctionSelector:
print(i)
sys.exit()
#####SETTINGS ARGUMENTS######
def user_defined_function(individual):
return (individual[0] - individual[1]),
#######FUNCTION_LIST######
objFunctionSelector = {
'sphere': sphere,
'rastrigin': rastrigin,
'rosenbrock': rosenbrock,
'rand': rand,
'plane': plane,
'cigar': cigar,
'h1': h1,
'ackley': ackley,
'bohachevsky': bohachevsky,
'griewank': griewank,
'rastrigin_scaled': rastrigin_scaled,
'rastrigin_skew': rastrigin_skew,
'schaffer': schaffer,
'schwefel': schwefel,
'himmelblau': himmelblau,
'user_defined': user_defined_function
}
#######FUNCTION_LIST######</code></pre>
</details>
</section>
<section>
</section>
<section>
</section>
<section>
</section>
<section>
<h2 class="section-title" id="header-classes">Classes</h2>
<dl>
<dt id="ABCPython.Config.Config"><code class="flex name class">
<span>class <span class="ident">Config</span></span>
<span>(</span><span>argv)</span>
</code></dt>
<dd>
<div class="desc"></div>
<details class="source">
<summary>
<span>Expand source code</span>
</summary>
<pre><code class="python">class Config:
def __init__(_self, argv):
config = configparser.ConfigParser()
config.read(os.path.dirname(os.path.abspath(__file__))+'/ABC.ini')
#####SETTINGS FILE######
_self.OBJECTIVE_FUNCTION = _self.objFunctionSelector.get(config['DEFAULT']['ObjectiveFunction'], "Error")
_self.NUMBER_OF_POPULATION = int(config['DEFAULT']['NumberOfPopulation'])
_self.MAXIMUM_EVALUATION = int(config['DEFAULT']['MaximumEvaluation'])
_self.LIMIT = int(config['DEFAULT']['Limit'])
_self.FOOD_NUMBER = int(_self.NUMBER_OF_POPULATION / 2)
_self.DIMENSION = int(config['DEFAULT']['Dimension'])
_self.UPPER_BOUND = float(config['DEFAULT']['UpperBound'])
_self.LOWER_BOUND = float(config['DEFAULT']['LowerBound'])
_self.MINIMIZE = bool(config['DEFAULT']['Minimize'])
_self.RUN_TIME = int(config['DEFAULT']['RunTime'])
_self.SHOW_PROGRESS = bool(config['REPORT']['ShowProgress']=='True')
_self.PRINT_PARAMETERS = bool(config['REPORT']['PrintParameters']=='True')
_self.RUN_INFO = bool(config['REPORT']['RunInfo']=='True')
_self.RUN_INFO_COMMANDLINE = bool(config['REPORT']['CommandLine']=='True')
_self.SAVE_RESULTS = bool(config['REPORT']['SaveResults']=='True')
_self.RESULT_REPORT_FILE_NAME = config['REPORT']['ResultReportFileName']
_self.PARAMETER_REPORT_FILE_NAME = config['REPORT']['ParameterReportFileName']
_self.RESULT_BY_CYCLE_FOLDER = config['REPORT']['ResultByCycleFolder']
_self.OUTPUTS_FOLDER_NAME = str(config['REPORT']['OutputsFolderName'])
_self.RANDOM_SEED = config['SEED']['RandomSeed'] == 'True'
_self.SEED = int(config['SEED']['Seed'])
#####SETTINGS FILE######
#####SETTINGS ARGUMENTS######
try:
opts, args = getopt.getopt(argv, 'hn:m:t:d:l:u:r:o:',
['help', 'np=', 'max_eval=','trial=', 'dim=', 'lower_bound=', 'upper_bound=', 'runtime=',
'obj_fun=','output_folder=','file_name=','param_name=','res_cycle_folder=','show_functions'])
except getopt.GetoptError:
print('Usage: ABCAlgorithm.py -h or --help')
sys.exit(2)
for opt, arg in opts:
if opt in ('-h', '--help'):
print('-h or --help : Show Usage')
print('-n or --np : Number of Population')
print('-m or --max_eval : Maximum Evaluation')
#print('-t or --trial : Maximum Trial')
print('-d or --dim : Dimension')
print('-l or --lower_bound : Lower Bound')
print('-u or --upper_bound : Upper Bound')
print('-r or --runtime : Run Time')
print('-o or --obj_fun : Objective Function')
print('--show_functions : Show Objective Functions')
print('--output_folder= [DEFAULT: Outputs]')
print('--file_name= [DEFAULT: Run_Results.csv]')
print('--param_name= [DEFAULT: Param_Results.csv]')
print('--res_cycle_folder= [DEFAULT: ResultByCycle]')
sys.exit()
elif opt in ('-n', '--np'):
_self.NUMBER_OF_POPULATION = int(arg)
elif opt in ('-m', '--max_eval'):
_self.MAXIMUM_EVALUATION = int(arg)
elif opt in ('-d', '--dim'):
_self.DIMENSION = int(arg)
elif opt in ('-t', '--trial'):
_self.LIMIT = int(arg)
elif opt in ('-l', '--lower_bound'):
_self.LOWER_BOUND = float(arg)
elif opt in ('-u', '--upper_bound'):
_self.UPPER_BOUND = float(arg)
elif opt in ('-r', '--runtime'):
_self.RUN_TIME = int(arg)
elif opt in ('-o', '--obj_fun'):
_self.OBJECTIVE_FUNCTION = _self.objFunctionSelector.get(arg, "sphere")
elif opt in ('--output_folder'):
_self.OUTPUTS_FOLDER_NAME = arg
elif opt in ('--param_name'):
_self.PARAMETER_REPORT_FILE_NAME = arg
elif opt in ('--file_name'):
_self.RESULT_REPORT_FILE_NAME = arg
elif opt in ('--res_cycle_folder'):
_self.RESULT_BY_CYCLE_FOLDER = arg
elif opt in ('--show_functions'):
print("We use deap.benchmarks functions. Available functions are listed below:")
for i in _self.objFunctionSelector:
print(i)
sys.exit()
#####SETTINGS ARGUMENTS######
def user_defined_function(individual):
return (individual[0] - individual[1]),
#######FUNCTION_LIST######
objFunctionSelector = {
'sphere': sphere,
'rastrigin': rastrigin,
'rosenbrock': rosenbrock,
'rand': rand,
'plane': plane,
'cigar': cigar,
'h1': h1,
'ackley': ackley,
'bohachevsky': bohachevsky,
'griewank': griewank,
'rastrigin_scaled': rastrigin_scaled,
'rastrigin_skew': rastrigin_skew,
'schaffer': schaffer,
'schwefel': schwefel,
'himmelblau': himmelblau,
'user_defined': user_defined_function
}</code></pre>
</details>
<h3>Class variables</h3>
<dl>
<dt id="ABCPython.Config.Config.objFunctionSelector"><code class="name">var <span class="ident">objFunctionSelector</span></code></dt>
<dd>
<div class="desc"></div>
</dd>
</dl>
<h3>Methods</h3>
<dl>
<dt id="ABCPython.Config.Config.user_defined_function"><code class="name flex">
<span>def <span class="ident">user_defined_function</span></span>(<span>individual)</span>
</code></dt>
<dd>
<div class="desc"></div>
<details class="source">
<summary>
<span>Expand source code</span>
</summary>
<pre><code class="python">def user_defined_function(individual):
return (individual[0] - individual[1]),</code></pre>
</details>
</dd>
</dl>
</dd>
</dl>
</section>
</article>
<nav id="sidebar">
<h1>Index</h1>
<div class="toc">
<ul></ul>
</div>
<ul id="index">
<li><h3>Super-module</h3>
<ul>
<li><code><a title="ABCPython" href="index.html">ABCPython</a></code></li>
</ul>
</li>
<li><h3><a href="#header-classes">Classes</a></h3>
<ul>
<li>
<h4><code><a title="ABCPython.Config.Config" href="#ABCPython.Config.Config">Config</a></code></h4>
<ul class="">
<li><code><a title="ABCPython.Config.Config.objFunctionSelector" href="#ABCPython.Config.Config.objFunctionSelector">objFunctionSelector</a></code></li>
<li><code><a title="ABCPython.Config.Config.user_defined_function" href="#ABCPython.Config.Config.user_defined_function">user_defined_function</a></code></li>
</ul>
</li>
</ul>
</li>
</ul>
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