import sys
sys.path.append(os.path.abspath(''))
import config_som
reload(config_som)
from config_som import *
import management.update_dict
reload(management.update_dict)
from management.update_dict import update_dict
from management.name_files import create_name, plot_name
from management.info_work import prt, print_info, read_info
from management.params_som import dict_som
update_dict(dict_som, conf_file='config_som')
def ERROR(message):
out = '### **ERROR** - ' + message + ' ####'
line = '\n'
for x in out:
line += '#'
line += '\n'
print(line + out + line)
exit()
def READ(NAME):
if os.path.isfile(NAME):
try:
def set_cl_dict(CLUSTERING_METHOD):
exec('from management.params_clust import '+CLUSTERING_METHOD+'_dict as dict_clust')
update_dict(dict_clust,CLUSTERING_METHOD)
return dict_clust
else : RED_PROP=open(CONFIG.REDUCTION_INFO+case_in,'r').read()
prt(CONFIG.CLUSTER_INFO+case_out,RED_PROP,'w')
print_info(CONFIG.CLUSTERING_METHOD,CONFIG.dict_clust,'### CLUSTERING USED ###',CONFIG.RED_DATA,CONFIG.CLUSTER_INFO+case_out,'a')
prt(CONFIG.CLUSTER_INFO+case_out,'\n\t-outputs:','a')
prt(CONFIG.CLUSTER_INFO+case_out,'n_clusters = '+str(clusters.shape[0]),'a')
PRT_FMSG('CLUSTER CENTERS printed to','CLUSTERS CENTERS not printed',CONFIG.CL_DATA+case_out)
PRT_FMSG('CLUSTER LABELS printed to','CLUSTERS LABELS not printed',CONFIG.LAB_DATA+case_out)
return clusters,labels
#############################
#### QUALITY CHECK PART ####
#############################
def check_quality(CONFIG,METHOD,case_red='',case=''):
exec('from management.params_quality import '+METHOD+'_dict as dict_qual')
update_dict(dict_qual,METHOD)
exec ('from quality.'+METHOD+' import quality')
q=quality(READ(CONFIG.RED_DATA+case_red),READ(CONFIG.CL_DATA+case),READ(CONFIG.LAB_DATA+case),dict_qual)
return q
def do_qualityC(CONFIG,case_red='',case=''):
try : QUALITY_METHODS
except NameError: ERROR('QUALITY_METHODS key missing!')
else :
used=False
if CONFIG.CL_TYPE =='EXT': CL_PROP='### CLUSTERS USED ###\nfrom external data = '+CONFIG.CL_DATA
else : CL_PROP=open(CONFIG.CLUSTER_INFO+case,'r').read()
prt(CONFIG.QUALITY_INFO+case,CL_PROP,'w')
prt(CONFIG.QUALITY_INFO+case,'### QUALITIES USED ###','a')
prt(CONFIG.QUALITY_INFO+case,'INPUT_DATA = '+CONFIG.CL_DATA,'a')
for METHOD in QUALITY_METHODS:
def set_red_dict(REDUCTION_METHOD):
exec('from management.params_red import '+REDUCTION_METHOD+'_dict as dict_red')
update_dict(dict_red,REDUCTION_METHOD)
return dict_red
import sys
sys.path.append(os.path.abspath(''))
import config_som
reload(config_som)
from config_som import *
import management.update_dict
reload(management.update_dict)
from management.update_dict import update_dict
from management.name_files import create_name,plot_name
from management.info_work import prt,print_info,read_info
from management.params_som import dict_som
update_dict(dict_som,conf_file='config_som')
def ERROR(message):
out='### **ERROR** - '+message+' ####'
line='\n'
for x in out: line+='#'
line+='\n'
print(line+out+line)
exit()
def READ(NAME):
if os.path.isfile(NAME):
try: MASK_DATA
except NameError: return np.loadtxt(NAME)
else : return np.loadtxt(NAME)[np.loadtxt(MASK_DATA)==1]
else: ERROR('file '+NAME+' does not exist!')
