-fil [path]/[to]/[data].csv an external dataset
An example is given, as follows:
$ python karoo_gp_server.py -ker c -typ r -bas 4 -fil [path]/[to]/[data].csv
'''
import os
import sys
sys.path.append('modules/') # add directory 'modules' to the current path
import argparse
import karoo_gp_base_class
gp = karoo_gp_base_class.Base_GP()
os.system('clear')
print '\n\033[36m\033[1m'
print '\t ** ** ****** ***** ****** ****** ****** ******'
print '\t ** ** ** ** ** ** ** ** ** ** ** ** **'
print '\t ** ** ** ** ** ** ** ** ** ** ** ** **'
print '\t **** ******** ****** ** ** ** ** ** *** *******'
print '\t ** ** ** ** ** ** ** ** ** ** ** ** **'
print '\t ** ** ** ** ** ** ** ** ** ** ** ** **'
print '\t ** ** ** ** ** ** ** ** ** ** ** ** **'
print '\t ** ** ** ** ** ** ****** ****** ****** **'
print '\033[0;0m'
print '\t\033[36m Genetic Programming in Python - by Kai Staats, version 2.1\033[0;0m'
print ''
-ker [r,c,m] fitness function: (r)egression, (c)lassification, or (m)atching
-typ [f,g,r] Tree type: (f)ull, (g)row, or (r)amped half/half
-bas [3...10] maximum Tree depth for the initial population
-max [3...10] maximum Tree depth for the entire run
-min [3...100] minimum number of nodes
-pop [10...1000] maximum population
-gen [1...100] number of generations
Note that if you include any of the above flags, then you must also include a flag to load an external dataset:
$ python karoo_gp_server.py -ker c -typ r -bas 4 -fil /[path]/[to_your]/[filename].csv
'''
import sys # sys.path.append('modules/') to add the directory 'modules' to the current path
import argparse
import karoo_gp_base_class; gp = karoo_gp_base_class.Base_GP()
ap = argparse.ArgumentParser(description = 'Karoo GP Server')
ap.add_argument('-ker', action = 'store', dest = 'kernel', default = 'm', help = '[c,r,m] fitness function: (r)egression, (c)lassification, or (m)atching')
ap.add_argument('-typ', action = 'store', dest = 'type', default = 'r', help = '[f,g,r] Tree type: (f)ull, (g)row, or (r)amped half/half')
ap.add_argument('-bas', action = 'store', dest = 'depth_base', default = 3, help = '[3...10] maximum Tree depth for the initial population')
ap.add_argument('-max', action = 'store', dest = 'depth_max', default = 3, help = '[3...10] maximum Tree depth for the entire run')
ap.add_argument('-min', action = 'store', dest = 'depth_min', default = 3, help = '[3...100] minimum number of nodes')
ap.add_argument('-pop', action = 'store', dest = 'pop_max', default = 100, help = '[10...1000] maximum population')
ap.add_argument('-gen', action = 'store', dest = 'gen_max', default = 10, help = '[1...100] number of generations')
ap.add_argument('-fil', action = 'store', dest = 'filename', default = 'files/data_MATCH.csv', help = '/path/to_your/[data].csv')
args = ap.parse_args()
# pass the argparse defaults and/or user inputs to the required variables
gp.kernel = str(args.kernel)