import numpy as np import configparser import json def get_config(conffile): parser = configparser.ConfigParser() parser.read(conffile) cons=json.loads(parser.get('Iterables',"connectivity")) ps=json.loads(parser.get('Iterables',"p")) lcs=json.loads(parser.get('Iterables',"lc")) variances=json.loads(parser.get('Iterables',"variances")) seeds=json.loads(parser.get('Iterables',"seeds")) seeds=np.arange(seeds[0],seeds[1]+seeds[0]) ps=np.linspace(ps[0],ps[1],ps[2])/100 iterables=dict() iterables['ps'] = ps iterables['seeds'] = seeds iterables['lcs'] = lcs iterables['variances'] = variances iterables['cons'] = cons return parser, iterables def DotheLoop(job,parser,iterables): ps = iterables['ps'] seeds = iterables['seeds'] lcs = iterables['lcs'] variances = iterables['variances'] cons = iterables['cons'] if job==-1: if parser.get('Generation','binary')=='yes': if 0 not in cons: njobs=len(ps)*len(cons)*len(seeds)*len(lcs) else: njobs=len(ps)*(len(cons)-1)*len(seeds)*len(lcs)+len(ps)*len(seeds) else: if 0 not in cons: njobs=len(variances)*len(cons)*len(seeds)*len(lcs) else: njobs=len(variances)*(len(cons)-1)*len(seeds)*len(lcs)+len(variances)*len(seeds) return njobs i=0 for con in cons: if con == 0: llcs=[0.000001] else: llcs=lcs for lc in llcs: if parser.get('Generation','binary')=='yes': for p in ps: for seed in seeds: if i==job: return [con,lc,p,seed] i+=1 else: for v in variances: for seed in seeds: if i==job: return [con,lc,v,seed] i+=1 return []