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How to use run_output method in autotest
Best Python code snippet using autotest_python
test-fetchmail.py
Source:test-fetchmail.py 
1#!/usr/bin/python2#3# fetchmail.py quality assurance test script4# Copyright (C) 2008 Canonical Ltd.5#6# This program is free software: you can redistribute it and/or modify7# it under the terms of the GNU General Public License version 2,8# as published by the Free Software Foundation.9#10# This program is distributed in the hope that it will be useful,11# but WITHOUT ANY WARRANTY; without even the implied warranty of12# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the13# GNU General Public License for more details.14#15# You should have received a copy of the GNU General Public License16# along with this program. If not, see <http://www.gnu.org/licenses/>.17#18'''19 How to run against a clean schroot named 'edgy':20 schroot -c edgy -u root -- sh -c 'apt-get -y install fetchmail netbase dovecot-imapd dovecot-pop3d python-openssl ssl-cert && ./test-fetchmail.py -v'21 # Dapper uses python-pyopenssl instead...22'''23# QRT-Depends: testlib_dovecot.py fetchmail24# QRT-Packages: fetchmail netbase dovecot-imapd dovecot-pop3d ssl-cert25# QRT-Alternates: python-openssl python-pyopenssl26# QRT-Privilege: root27import unittest, subprocess, tempfile, os, re, shutil28import SocketServer29import testlib30import testlib_dovecot31class ReuseTCPServer(SocketServer.TCPServer):32 def __init__(self,*args):33 self.allow_reuse_address = True34 self.imap_capabilities = ''35 self.test_result = 'Failure: never connected'36 SocketServer.TCPServer.__init__(self,*args)37 def set_capabilities(self,capa):38 self.imap_capabilities = capa39 def get_capabilities(self):40 return self.imap_capabilities41 def set_test_result(self, result):42 self.test_result = result43 def get_test_result(self):44 return self.test_result45class ImapHandler(SocketServer.StreamRequestHandler):46 def handle(self):47 self.wfile.write("* OK TestRig ready.\r\n")48 self.default_result()49 self.imap_running = 150 while self.imap_running:51 prefix = cmd = ''52 parts = self.rfile.readline(512).strip().split(' ')53 try:54 prefix = parts.pop(0)55 cmd = parts.pop(0)56 except:57 pass58 if cmd == 'NOOP' or cmd == '*':59 self.wfile.write('%s OK That was hard work!\r\n' % prefix)60 elif cmd == 'CAPABILITY':61 self.wfile.write('* CAPABILITY IMAP4rev1 %s\r\n' % self.server.get_capabilities())62 self.wfile.write('%s OK Capability completed.\r\n' % prefix)63 elif cmd == 'AUTHENTICATE':64 self.wfile.write('%s BAD Not supported.\r\n' % prefix)65 elif cmd == '' or cmd == 'LOGOUT':66 # Empty cmd seems to be the "EOF" mode67 self.imap_running = 068 else:69 self.imap_cmd(prefix,cmd,parts)70# When running without --sslproto TLS1:71# * OK Dovecot ready.72# A0001 CAPABILITY73# * CAPABILITY IMAP4rev1 STARTTLS AUTH=PLAIN74# $1 OK Capability completed.75# A0002 STARTTLS76# $1 FAIL I tricked you77# A0003 NOOP78# $1 OK79# A0004 LOGIN "..." "..."80class ImapAllowAuthFallback(ImapHandler):81 def default_result(self):82 # Our last command should be "LOGIN", so everything else is a fail83 self.server.set_test_result('Failure: LOGIN not the last command')84 85 def imap_cmd(self,prefix,cmd,args):86 if cmd == 'STARTTLS':87 self.wfile.write('%s BAD I lied about the TLS.\r\n' % prefix)88 elif cmd == 'LOGIN':89 self.server.set_test_result('Success: LOGIN seen after STARTTLS failure')90 self.wfile.write('%s BAD Test finished.\r\n' % prefix)91 self.imap_running = 092 else:93 self.wfile.write('%s BAD Go away.\r\n' % prefix)94 self.imap_running = 095# When running with and without --sslproto TLS1:96# * OK Dovecot ready.97# A0001 CAPABILITY98# * CAPABILITY IMAP4rev1 STARTTLS LOGINDISABLED99# $1 OK Capability completed.100# A0002 STARTTLS101# $1 FAIL I tricked you102# ->CLOSE103#104# When running with --sslproto TLS1:105# * OK Dovecot ready.106# A0001 CAPABILITY107# * CAPABILITY IMAP4rev1 STARTTLS AUTH=PLAIN108# $1 OK Capability completed.109# A0002 STARTTLS110# $1 FAIL I tricked you111# ->CLOSE112class ImapDisallowAuthFallback(ImapHandler):113 def default_result(self):114 # Our last command should not be "LOGIN", so everything else is okay115 self.server.set_test_result('Success: did not LOGIN')116 def imap_cmd(self,prefix,cmd,args):117 if cmd == 'STARTTLS':118 self.wfile.write('%s BAD I lied about the TLS.\r\n' % prefix)119 elif cmd == 'LOGIN':120 self.server.set_test_result('Failure: LOGIN seen after STARTTLS failure')121 self.wfile.write('%s BAD Test finished.\r\n' % prefix)122 self.imap_running = 0123 else:124 self.server.set_test_result('Failure: unexpected cmd "%s"' % cmd)125 self.wfile.write('%s BAD Go away.\r\n' % prefix)126 self.imap_running = 0127class FetchmailAuth(unittest.TestCase):128 '''Test fetchmail authentication behavior (CVE-2006-5867).'''129 def setUp(self):130 tmpfd, self.tmppath = tempfile.mkstemp(prefix='fetchmail-test')131 def replace_tmpfile(self,cfg):132 self.tmpfile = file(self.tmppath,"w")133 self.tmpfile.write(cfg)134 self.tmpfile.close()135 check = file(self.tmppath,"r").read()136 self.assertEquals(check,cfg)137 def tearDown(self):138 os.unlink(self.tmppath)139 def _run_test(self,handler,capabilities,fetchmailrc,default_result='Failure: never ran'):140 server = ReuseTCPServer( ('', 1143), handler)141 server.set_capabilities(capabilities)142 server.set_test_result(default_result)143 self.replace_tmpfile(fetchmailrc);144 sp = subprocess.Popen(['fetchmail','-vk','-f',self.tmppath], stdout=subprocess.PIPE, stderr=subprocess.STDOUT, close_fds=True)145 try:146 testlib.timeout(2,server.handle_request)147 finally:148 # get state of test149 report = server.get_test_result()150 # report state of fetchmail too151 out = sp.communicate(None)[0]152 # release server153 server = None154 # add fetchmail report on failure155 if report.find("Success") != 0:156 report +='\n%s' % out157 self.assertEquals(report.find("Success"),0,report)158 def test_auth_no_fallback_plain(self):159 '''Test [server: broken STARTTLS, LOGINDISABLED] [client: allow plaintext]'''160 self._run_test(ImapDisallowAuthFallback,161 'STARTTLS LOGINDISABLED', 162 '''163poll localhost protocol IMAP port 1143:164 user nobody password nothing165''')166 def test_auth_no_fallback_tls_required(self):167 '''Test [server: broken STARTTLS, LOGINDISABLED] [client: require TLS]'''168 self._run_test(ImapDisallowAuthFallback,169 'STARTTLS LOGINDISABLED', 170 '''171poll localhost protocol IMAP port 1143:172 user nobody password nothing173 sslproto TLS1174''')175 def test_auth_plain_fallback_allowed(self):176 '''Test [server: broken STARTTLS, AUTH=PLAIN] [client: allow plaintext]'''177 self._run_test(ImapAllowAuthFallback,178 'STARTTLS AUTH=PLAIN',179 '''180poll localhost protocol IMAP port 1143:181 user nobody password nothing182''')183 # CVE-2006-5867, Issue 2184 def test_auth_plain_fallback_disallowed(self):185 '''Test [server: broken STARTTLS, AUTH=PLAIN] [client: need TLS]'''186 self._run_test(ImapDisallowAuthFallback,187 'STARTTLS AUTH=PLAIN', 188 '''189poll localhost protocol IMAP port 1143:190 user nobody password nothing191 sslproto TLS1192''')193 # CVE-2006-5867, Issue 1194 def test_auth_plain_fallback_disallowed_sslcertck(self):195 '''Test [server: broken STARTTLS, AUTH=PLAIN] [client: need Cert]'''196 self._run_test(ImapDisallowAuthFallback,197 'STARTTLS AUTH=PLAIN', 198 '''199poll localhost protocol IMAP port 1143:200 user nobody password nothing201 sslcertck202''')203 # CVE-2006-5867, Issue 1204 def test_auth_plain_fallback_disallowed_sslfingerprint(self):205 '''Test [server: broken STARTTLS, AUTH=PLAIN] [client: need fingerprint]'''206 self._run_test(ImapDisallowAuthFallback,207 'STARTTLS AUTH=PLAIN', 208 '''209poll localhost protocol IMAP port 1143:210 user nobody password nothing211 sslfingerprint "DE:AD:BE:EF:00:00:00:00:00:00:00:00:00:00:00:00"212''')213 # CVE-2006-5867, Issue 4 (broken behavior not reproduced)214 def test_auth_plain_fallback_disallowed_gssapi(self):215 '''Test [server: broken STARTTLS, AUTH=PLAIN] [client: require MD5]'''216 self._run_test(ImapDisallowAuthFallback,217 'STARTTLS AUTH=PLAIN', 218 '''219poll localhost protocol IMAP port 1143 auth cram-md5:220 user nobody password nothing221''')222class FetchmailDovecot(testlib.TestlibCase):223 '''Helper functions for fetchmail/dovecot testing'''224 def setUp(self):225 tmpfd, self.tmppath = tempfile.mkstemp(prefix='fetchmail-test')226 self.user = testlib.TestUser()227 self.dovecot = testlib_dovecot.Dovecot(self, self.user)228 self.hostname = self.yank_commonname_from_cert(self.dovecot.get_cert())229 def replace_tmpfile(self,contents):230 self.tmpfile = file(self.tmppath,"w")231 self.tmpfile.write(contents)232 self.tmpfile.close()233 check = file(self.tmppath,"r").read()234 self.assertEquals(check,contents)235 def tearDown(self):236 self.dovecot = None237 self.user = None238 os.unlink(self.tmppath)239 def _run_fetchmail(self):240 sp = subprocess.Popen(['fetchmail','-vf',self.tmppath], stdout=subprocess.PIPE, stderr=subprocess.STDOUT, close_fds=True)241 out = sp.communicate(None)[0]242 # If we didn't connect, the server didn't start up, try to figure243 # out why...244 if out.find('Connection refused')>0:245 out += file("/etc/dovecot/dovecot.conf","r").read()246 return out247 def _fetch_proto(self,protocol,user_opts='',server_opts='',badlogin_test=True):248 '''Test a specific protocol with options'''249 cfg = 'poll %s protocol %s ' + server_opts + '''250 user %s password %s ''' + user_opts + '''251 mda "cat > %s"252'''253 # This is slow due to the PAM delays, so make it configurable254 if badlogin_test:255 # Bad username256 self.replace_tmpfile(cfg % (self.hostname, protocol, 'nosuchuser', self.user.password, self.tmppath))257 out = self._run_fetchmail()258 self.assertTrue(out.find('fetchmail: Authorization failure')>=0 or259 'fetchmail: Query status=3 (AUTHFAIL)'>=0,out)260 # Bad password261 self.replace_tmpfile(cfg % (self.hostname, protocol, self.user.login, 'badpassword', self.tmppath))262 out = self._run_fetchmail()263 self.assertTrue(out.find('fetchmail: Authorization failure')>=0 or264 'fetchmail: Query status=3 (AUTHFAIL)'>=0,out)265 # Empty password266 self.replace_tmpfile(cfg % (self.hostname, protocol, self.user.login, '""', self.tmppath))267 out = self._run_fetchmail()268 self.assertTrue(out.find('fetchmail: Authorization failure')>=0 or269 'fetchmail: Query status=3 (AUTHFAIL)'>=0,out)270 # Good password271 self.replace_tmpfile(cfg % (self.hostname, protocol, self.user.login, self.user.password, self.tmppath))272 self.run_output = self._run_fetchmail()273 self.run_email = file(self.tmppath,"r").read()274 def _check_common(self):275 '''Check the run output for things specific to all behaviors'''276 self.assertTrue(self.run_output.find('2 messages')>=0,self.run_output)277 self.assertTrue(self.run_output.find('reading message')>=0,self.run_output)278 self.assertTrue(self.run_output.find('flushed')>=0,self.run_output)279 self.assertTrue(self.run_email.find('Received: from %s' % (self.hostname))==0,self.run_email)280 def _check_pop(self):281 '''Check the run output for things specific to POP behavior'''282 self._check_common()283 self.assertTrue(self.run_email.find('Date: Tue, 28 Nov 2006 11:29:34 +0100\nFrom: Test User 2 <test2@test2.com>\nTo: Dovecot tester <dovecot@test.com>\nSubject: Test 2\n')>0 and self.run_email.find('\n\nMore news.\n\nGet cracking!\n')>0,self.run_email)284 def _check_imap(self):285 '''Check the run output for things specific to IMAP behavior'''286 self._check_common()287 self.assertTrue(self.run_output.find('skipping message')>=0,self.run_output)288 self.assertTrue(self.run_email.find('Date: Thu, 16 Nov 2006 17:12:23 -0800\nFrom: Test User 1 <test1@test1.com>\nTo: Dovecot tester <dovecot@test.com>\nSubject: Test 1\n')>0 and self.run_email.find('\n\nSome really important news.\n')>0,self.run_email)289 def _check_cert_cn(self, expected=True):290 state = re.search(r'fetchmail: (Server|Issuer) CommonName: %s' % (self.hostname), self.run_output) != None291 self.assertEquals(state, expected, self.run_output)292class FetchmailDovecot00(FetchmailDovecot):293 '''Test basic fetchmail behavior with dovecot.'''294 def test_00_hashes(self):295 '''Rebuild PEM hashes'''296 # regenerate PEM hashes297 self.assertShellExitEquals(0, ["c_rehash"])298 def test_fetch_imap(self):299 '''Test IMAP fetching'''300 self._fetch_proto('IMAP','sslproto ""')301 self._check_imap()302 self._check_cert_cn(False)303 def test_fetch_imap_tls(self):304 '''Test IMAP TLS fetching'''305 self._fetch_proto('IMAP', 'sslcertck sslcertpath "/etc/ssl/certs"')306 self._check_imap()307 self._check_cert_cn()308 self._fetch_proto('IMAP', 'sslcertck sslcertpath "/dev/null"')309 self.assertTrue(self.run_output.find('fetchmail: Server certificate verification error: self signed certificate')>=0,self.run_output)310 def test_fetch_imaps(self):311 '''Test IMAP SSL fetching'''312 self._fetch_proto('IMAP','ssl sslcertck sslcertpath "/etc/ssl/certs"')313 self._check_imap()314 self._check_cert_cn()315 self._fetch_proto('IMAP', 'ssl sslcertck sslcertpath "/dev/null"')316 self.assertTrue(self.run_output.find('fetchmail: Server certificate verification error: self signed certificate')>=0,self.run_output)317 def test_ssl_fingerprint_good(self):318 '''Test IMAP TLS fetching with good SSL fingerprint'''319 self._fetch_proto('IMAP',user_opts='sslfingerprint "%s"' % self.dovecot.get_ssl_fingerprint())320 self._check_imap()321 self._check_cert_cn()322 def test_ssl_fingerprint_bad(self):323 '''Test IMAP TLS fetching with bad SSL fingerprint'''324 self._fetch_proto('IMAP',server_opts='auth password',user_opts='sslfingerprint "DE:AD:BE:EF:00:00:00:00:00:00:00:00:00:00:00:00"')325 self._check_cert_cn()326 self.assertTrue(self.run_output.find('fetchmail: %s fingerprints do not match' % (self.hostname))>=0,self.run_output)327 self.assertTrue(self.run_output.find('2 messages')<0,self.run_output)328# Not even dovecot wants to do POP2329# # CVE-2006-5867, Issue 5330# def test_fetch_pop2(self):331# '''Test POP2 fetching'''332# self._fetch_proto('POP2','sslproto ""')333# self._check_pop()334# self.assertTrue(self.run_output.find('fetchmail: Server CommonName')<0,self.run_output)335 def test_fetch_pop3(self):336 '''Test POP3 fetching'''337 self._fetch_proto('POP3','sslproto ""')338 self._check_pop()339 self._check_cert_cn(False)340 # CVE-2006-5867, Issue 3341 def test_fetch_pop3_nocapa(self):342 '''Test POP3 fetching TLS upgrade without Capabilities (CVE-2006-5867)'''343 self._fetch_proto('POP3',server_opts='auth cram-md5', user_opts='sslcertck sslcertpath "/etc/ssl/certs"')344 self._check_pop()345 self._check_cert_cn()346 # CVE-2006-5867, Issue 3347 def test_fetch_pop3_nocapa_tls(self):348 '''Test POP3 fetching TLS required without Capabilities (CVE-2006-5867)'''349 self._fetch_proto('POP3',server_opts='auth cram-md5', user_opts='sslproto tls1 sslcertck sslcertpath "/etc/ssl/certs"')350 self._check_pop()351 self._check_cert_cn()352 def test_fetch_pop3s_tls(self):353 '''Test POP3 TLS fetching'''354 self._fetch_proto('POP3', 'sslcertck sslcertpath "/etc/ssl/certs"')355 self._check_pop()356 self._check_cert_cn()357 self._fetch_proto('POP3', 'sslcertck sslcertpath "/dev/null"')358 self.assertTrue(self.run_output.find('fetchmail: Server certificate verification error: self signed certificate')>=0,self.run_output)359 def test_fetch_pop3s(self):360 '''Test POP3 SSL fetching'''361 self._fetch_proto('POP3','ssl sslcertck sslcertpath "/etc/ssl/certs"')362 self._check_pop()363 self._check_cert_cn()364 self._fetch_proto('POP3', 'ssl sslcertck sslcertpath "/dev/null"')365 self.assertTrue(self.run_output.find('fetchmail: Server certificate verification error: self signed certificate')>=0,self.run_output)366class FetchmailDovecot01(FetchmailDovecot):367 '''Test goofy SSL certs with fetchmail/dovecot'''368 def setUp(self):369 tmpfd, self.tmppath = tempfile.mkstemp(prefix='fetchmail-test')370 self.user = testlib.TestUser()371 # use NULL-byte certs372 self.certs = tempfile.mkdtemp(prefix='dovecot-certs-')373 self.cert_pub = self.certs + '/public.pem'374 self.cert_key = self.certs + '/private.pem'375 self.assertShellExitEquals(0, ['fetchmail/null-snakeoil.py',self.cert_pub,self.cert_key])376 self.dovecot = testlib_dovecot.Dovecot(self, self.user, cert_pub=self.cert_pub, cert_key=self.cert_key)377 self.hostname = self.yank_commonname_from_cert(self.dovecot.get_cert()).split('\x00')[0]378 def tearDown(self):379 self.dovecot = None380 self.user = None381 os.unlink(self.tmppath)382 shutil.rmtree(self.certs)383 def test_fetch_imap_tls(self):384 '''Test IMAP SSL fetching rejects NULL-byte CN (CVE-2009-2666)'''385 # cert check386 self._fetch_proto('IMAP', 'sslproto tls1')387 self._check_cert_cn()388 self.assertTrue(self.run_output.find('fetchmail: Bad certificate: Subject CommonName contains NUL, aborting')>=0,self.run_output)389if __name__ == '__main__':390 testlib.require_root()...
run.py
Source:run.py
1# -*- coding: utf-8 -*-2import os, argparse3# python run.py lib/ctms/reference.ctm index/reference.json lib/kws/queries.xml run_output/reference_out.xml run_scoring/reference_out --n_best 100 --alpha 1 --gamma 14# python run.py lib/ctms/decode.ctm index/decode.json lib/kws/queries.xml run_output/decode_out.xml run_scoring/decode_out --n_best 100 --alpha 1 --gamma 15# python run.py lib/ctms/decode-morph.ctm index/decode-morph.json output/queries_morph.kwslist.xml run_output/decode-morph_out.xml run_scoring/decode-morph_out --n_best 100 --alpha 1 --gamma 16# python run.py output/reference_morph.ctm index/reference_morph.json output/queries_morph.kwslist.xml run_output/reference_morph_out.xml run_scoring/reference_morph_out 7# python run.py output/decode_morph.ctm index/decode_morph.json output/queries_morph.kwslist.xml run_output/decode_morph_out.xml run_scoring/decode_morph_out 8parser = argparse.ArgumentParser()9parser.add_argument('ctm_file', help="ASR output file (.ctm)")10parser.add_argument('index_file', help="Index file (.ctm)")11parser.add_argument('queries_file', help="Queries file (.xml)")12parser.add_argument('output_file', help="Output hits file (.xml)")13parser.add_argument('scoring_dir', help="Scoring directory")14parser.add_argument('--n_best', help="Number of alternatives for OOV")15parser.add_argument('--alpha', help="weight of alternative query score")16parser.add_argument('--gamma', help="exponent for score normalization")17parser.add_argument('--rerun', help='boolean on whether compositions should be reperformed')18args = parser.parse_args()19ctm_file = args.ctm_file20index_file = args.index_file21queries_file = args.queries_file22output_file = args.output_file23scoring_dir = args.scoring_dir24n_best = " --n_best "+args.n_best if args.n_best else ""25alpha = " --alpha "+args.alpha if args.alpha else ""26gamma = " --gamma "+args.gamma if args.gamma else ""27rerun = " --rerun "+args.rerun if args.rerun else ""28os.system('python indexing.py %s %s' % (ctm_file, index_file))29os.system('python grapheme_confusion.py %s' % index_file)30print 'Done indexing and building grapheme confusion FST'31os.system('python querying.py %s %s %s %s %s %s %s' % (index_file, queries_file, output_file, n_best, alpha, gamma, rerun)) 32print 'Done querying'33os.system('rm -r %s' % (scoring_dir))34os.system('./scripts/score.sh %s %s' % (output_file, scoring_dir))35s_all = os.popen('./scripts/termselect.sh lib/terms/ivoov.map %s %s all' % (output_file, scoring_dir)).read()36s_iv = os.popen('./scripts/termselect.sh lib/terms/ivoov.map %s %s iv' % (output_file, scoring_dir)).read()37s_oov = os.popen('./scripts/termselect.sh lib/terms/ivoov.map %s %s oov' % (output_file, scoring_dir)).read()38TWVs = []39numbers = []40for s in [s_all, s_iv, s_oov]:41 s = s.split('=')42 TWV, threshold, number = [x.split(' ')[0]for x in s[1:]]43 TWVs.append(TWV)44 numbers.append(number)45numbers = [int(number) for number in numbers]46TWVs = [float(TWV) for TWV in TWVs]47threshold = float(threshold)48print index_file, n_best, alpha, gamma49print 'TWVs = \t%.6f\t%.6f\t%.6f' % (TWVs[0], TWVs[1], TWVs[2])50print 'threshold = %f' % threshold51print 'ALL = \t%df\t%d\t%d' % (numbers[0], numbers[1], numbers[2])52# part 353# python run.py lib/ctms/reference.ctm index/reference.json lib/kws/queries.xml run_output/reference_out.xml run_scoring/reference_out 54# python run.py output/reference_morph.ctm index/reference_morph.json output/queries_morph.kwslist.xml run_output/reference_morph_out.xml run_scoring/reference_morph_out 55# python run.py lib/ctms/decode.ctm index/decode.json lib/kws/queries.xml output/decode_nograph_out.xml scoring/decode_nograph_out 56# python run.py output/decode_morph.ctm index/decode_morph.json output/queries_morph.kwslist.xml run_output/decode_morph_out.xml run_scoring/decode_morph_out 57# python run.py lib/ctms/decode-morph.ctm index/decode-morph.json output/queries_morph.kwslist.xml run_output/decode-morph_out.xml run_scoring/decode-morph_out 58# part 459# python run.py lib/ctms/decode.ctm index/decode.json lib/kws/queries.xml run_output/decode_out.xml run_scoring/decode_out --gamma 0.660# python run.py lib/ctms/decode.ctm index/decode.json lib/kws/queries.xml run_output/decode_out.xml run_scoring/decode_out --gamma 161# python run.py lib/ctms/decode.ctm index/decode.json lib/kws/queries.xml run_output/decode_out.xml run_scoring/decode_out --gamma 1.562# python run.py lib/ctms/decode.ctm index/decode.json lib/kws/queries.xml run_output/decode_out.xml run_scoring/decode_out --gamma 263# python run.py lib/ctms/decode.ctm index/decode.json lib/kws/queries.xml run_output/decode_out.xml run_scoring/decode_out --gamma 2.564# python run.py lib/ctms/decode.ctm index/decode.json lib/kws/queries.xml run_output/decode_out.xml run_scoring/decode_out --gamma 365# python run.py lib/ctms/decode.ctm index/decode.json lib/kws/queries.xml run_output/decode_out.xml run_scoring/decode_out --gamma 3.566# python run.py lib/ctms/decode.ctm index/decode.json lib/kws/queries.xml run_output/decode_out.xml run_scoring/decode_out --gamma 467# python run.py lib/ctms/decode.ctm index/decode.json lib/kws/queries.xml run_output/decode_out.xml run_scoring/decode_out --gamma 568# python run.py lib/ctms/decode-morph.ctm index/decode-morph.json output/queries_morph.kwslist.xml run_output/decode-morph_out.xml run_scoring/decode-morph_out --gamma 0.6 69# python run.py lib/ctms/decode-morph.ctm index/decode-morph.json output/queries_morph.kwslist.xml run_output/decode-morph_out.xml run_scoring/decode-morph_out --gamma 170# python run.py lib/ctms/decode-morph.ctm index/decode-morph.json output/queries_morph.kwslist.xml run_output/decode-morph_out.xml run_scoring/decode-morph_out --gamma 1.571# python run.py lib/ctms/decode-morph.ctm index/decode-morph.json output/queries_morph.kwslist.xml run_output/decode-morph_out.xml run_scoring/decode-morph_out --gamma 2 72# python run.py lib/ctms/decode-morph.ctm index/decode-morph.json output/queries_morph.kwslist.xml run_output/decode-morph_out.xml run_scoring/decode-morph_out --gamma 3 73# python run.py lib/ctms/decode-morph.ctm index/decode-morph.json output/queries_morph.kwslist.xml run_output/decode-morph_out.xml run_scoring/decode-morph_out --gamma 574# part 575# python run.py lib/ctms/decode.ctm index/decode.json lib/kws/queries.xml run_output/decode_out.xml run_scoring/decode_out --n_best 1 --alpha 1 --gamma 2 # 0.36038376# python run.py lib/ctms/decode.ctm index/decode.json lib/kws/queries.xml run_output/decode_out.xml run_scoring/decode_out --n_best 2 --alpha 1 --gamma 2 # 0.36228777# python run.py lib/ctms/decode.ctm index/decode.json lib/kws/queries.xml run_output/decode_out.xml run_scoring/decode_out --n_best 3 --alpha 1 --gamma 2Â #Â 0.36500378# python run.py lib/ctms/decode.ctm index/decode.json lib/kws/queries.xml run_output/decode_out.xml run_scoring/decode_out --n_best 5 --alpha 1 --gamma 2 # 0.36264979# python run.py lib/ctms/decode.ctm index/decode.json lib/kws/queries.xml run_output/decode_out.xml run_scoring/decode_out --n_best 10 --alpha 1 --gamma 2 # 0.36205780# python run.py lib/ctms/decode.ctm index/decode.json lib/kws/queries.xml run_output/decode_out.xml run_scoring/decode_out --n_best 25 --alpha 1 --gamma 2 # 0.36160081# python run.py lib/ctms/decode.ctm index/decode.json lib/kws/queries.xml run_output/decode_out.xml run_scoring/decode_out --n_best 50 --alpha 1 --gamma 282# python run.py lib/ctms/decode.ctm index/decode.json lib/kws/queries.xml run_output/decode_out.xml run_scoring/decode_out --n_best 100 --alpha 1 --gamma 283# python run.py lib/ctms/decode.ctm index/decode.json lib/kws/queries.xml run_output/decode_out.xml run_scoring/decode_out --n_best 250 --alpha 1 --gamma 284# python run.py lib/ctms/decode.ctm index/decode.json lib/kws/queries.xml run_output/decode_out.xml run_scoring/decode_out --n_best 500 --alpha 1 --gamma 285# python run.py lib/ctms/decode.ctm index/decode.json lib/kws/queries.xml run_output/decode_out.xml run_scoring/decode_out --n_best 750 --alpha 1 --gamma 286# python run.py lib/ctms/decode.ctm index/decode.json lib/kws/queries.xml run_output/decode_out.xml run_scoring/decode_out --n_best 1000 --alpha 1 --gamma 287# python run.py lib/ctms/decode.ctm index/decode.json lib/kws/queries.xml run_output/decode_out.xml run_scoring/decode_out --n_best 1500 --alpha 1 --gamma 288####--> best is n_best = 189# python run.py lib/ctms/decode.ctm index/decode.json lib/kws/queries.xml run_output/decode_out.xml run_scoring/decode_out --n_best 1 --alpha 0.01 --gamma 290# python run.py lib/ctms/decode.ctm index/decode.json lib/kws/queries.xml run_output/decode_out.xml run_scoring/decode_out --n_best 1 --alpha 0.1 --gamma 291# python run.py lib/ctms/decode.ctm index/decode.json lib/kws/queries.xml run_output/decode_out.xml run_scoring/decode_out --n_best 1 --alpha 1 --gamma 292###-> alpha does not seem to matter if we score normalize...93# python run.py lib/ctms/decode-morph.ctm index/decode-morph.json output/queries_morph.kwslist.xml run_output/decode-morph_out.xml run_scoring/decode-morph_out --gamma 1.75 --n_best 1 --alpha 194# python run.py lib/ctms/decode-morph.ctm index/decode-morph.json output/queries_morph.kwslist.xml run_output/decode-morph_out.xml run_scoring/decode-morph_out --gamma 1.75 --n_best 2 --alpha 195# python run.py lib/ctms/decode-morph.ctm index/decode-morph.json output/queries_morph.kwslist.xml run_output/decode-morph_out.xml run_scoring/decode-morph_out --gamma 1.75 --n_best 5 --alpha 196# python run.py lib/ctms/decode-morph.ctm index/decode-morph.json output/queries_morph.kwslist.xml run_output/decode-morph_out.xml run_scoring/decode-morph_out --gamma 1.75 --n_best 10 --alpha 197# python run.py lib/ctms/decode-morph.ctm index/decode-morph.json output/queries_morph.kwslist.xml run_output/decode-morph_out.xml run_scoring/decode-morph_out --gamma 1.75 --n_best 50 --alpha 198# python run.py lib/ctms/decode-morph.ctm index/decode-morph.json output/queries_morph.kwslist.xml run_output/decode-morph_out.xml run_scoring/decode-morph_out --gamma 1.75 --n_best 100 --alpha 199# python run.py lib/ctms/decode-morph.ctm index/decode-morph.json output/queries_morph.kwslist.xml run_output/decode-morph_out.xml run_scoring/decode-morph_out --gamma 1.75 --n_best 1 --alpha 0.1100# python run.py lib/ctms/decode-morph.ctm index/decode-morph.json output/queries_morph.kwslist.xml run_output/decode-morph_out.xml run_scoring/decode-morph_out --gamma 1.75 --n_best 1 --alpha 1101# python run.py lib/ctms/decode-morph.ctm index/decode-morph.json output/queries_morph.kwslist.xml run_output/decode-morph_out.xml run_scoring/decode-morph_out --gamma 1.75 --n_best 1 --alpha 10102# python run.py lib/ctms/decode.ctm index/decode.json lib/kws/queries.xml run_output/decode_out.xml run_scoring/decode_out --n_best 750 --alpha 0.5 --gamma 0.5 -->0.363833103# python run.py lib/ctms/decode.ctm index/decode.json lib/kws/queries.xml run_output/decode_out.xml run_scoring/decode_out --n_best 750 --alpha 0.5 --gamma 0.75 -->0.374368104# python run.py lib/ctms/decode.ctm index/decode.json lib/kws/queries.xml run_output/decode_out.xml run_scoring/decode_out --n_best 750 --alpha 0.5 --gamma 1 -->0.382017105# python run.py lib/ctms/decode.ctm index/decode.json lib/kws/queries.xml run_output/decode_out.xml run_scoring/decode_out --n_best 750 --alpha 0.5 --gamma 1.5 -->0.373239106# python run.py lib/ctms/decode.ctm index/decode.json lib/kws/queries.xml run_output/decode_out.xml run_scoring/decode_out --n_best 750 --alpha 0.5 --gamma 2 -->0.367792107# python run.py lib/ctms/decode.ctm index/decode.json lib/kws/queries.xml run_output/decode_out.xml run_scoring/decode_out --n_best 750 --alpha 0.5 --gamma 3 -->0.358182108# python run.py lib/ctms/decode.ctm index/decode.json lib/kws/queries.xml run_output/decode_out.xml run_scoring/decode_out --n_best 750 --alpha 0.5 --gamma 0.5 ->0.363833109# python run.py lib/ctms/decode.ctm index/decode.json lib/kws/queries.xml run_output/decode_out.xml run_scoring/decode_out --n_best 750 --alpha 0.75 --gamma 0.5 ->0.374295110# python run.py lib/ctms/decode.ctm index/decode.json lib/kws/queries.xml run_output/decode_out.xml run_scoring/decode_out --n_best 750 --alpha 1 --gamma 0.5 111# python run.py lib/ctms/decode.ctm index/decode.json lib/kws/queries.xml run_output/decode_out.xml run_scoring/decode_out --n_best 750 --alpha 1.5 --gamma 0.5 112# python run.py lib/ctms/decode.ctm index/decode.json lib/kws/queries.xml run_output/decode_out.xml run_scoring/decode_out --n_best 750 --alpha 2 --gamma 0.5 113# python run.py lib/ctms/decode.ctm index/decode.json lib/kws/queries.xml run_output/decode_out.xml run_scoring/decode_out --n_best 750 --alpha 3 --gamma 0.5 114# part 3.3.1115# combine the best from decode+grapheme confusion and the best from decode-morph w/out grapheme confusion116########################### RUN THIS ##############################117# python run.py lib/ctms/decode-morph.ctm index/decode-morph.json output/queries_morph.kwslist.xml output/decode-morph_out.xml scoring/decode-morph_out --gamma 1.75 118# python run.py lib/ctms/decode.ctm index/decode.json lib/kws/queries.xml output/decode_out.xml scoring/decode_out --n_best 750 --gamma 0.25 --alpha 1.0119# python run.py lib/ctms/decode-morph.ctm index/decode-morph.json output/queries_morph.kwslist.xml output/decode-morph_unnorm_out.xml scoring/decode-morph_unnorm_out ...
task_collector.py
Source:task_collector.py
1from collections import Counter2from datetime import datetime3import os4from time import sleep5from RPA.Robocorp.Process import Process6from RPA.Robocorp.Vault import Vault7BOTS = [8 {9 "NAME": "236", # used as identification in the collected stats10 "LINE_ITEMS_DETAILS": True, # related to work item payload information of interest if True11 "MINIMUM_RUN_TIME": 200, # minimum process run time for a process to be "collected"12 },13 {14 "NAME": "22", # used as identification in the collected stats15 "LINE_ITEMS_DETAILS": False, # related to work item payload information of interest if True16 "MINIMUM_RUN_TIME": 0, # minimum process run time for a process to be "collected"17 },18]19def flush_print(message: str):20 print(message, flush=True)21class ControlRoomCollector:22 def __init__(self, runs_to_collect: int = 1):23 self.stats = {}24 self.bot = None25 self.runs_to_collect = runs_to_collect26 self.process = Process()27 self.output_dir = os.getenv("ROBOT_ARTIFACTS", "output")28 self.check_line_items = False29 self.api_throttle_time = 0.530 def set_bot(self, bot):31 self.bot = bot32 self.stats = {}33 secrets = Vault().get_secret(f"control_room_process_{self.bot['NAME']}")34 self.process.set_apikey(secrets["api_key"])35 self.process.set_workspace_id(secrets["workspace_id"])36 self.process.set_process_id(secrets["process_id"])37 self.check_line_items = (38 self.bot["LINE_ITEMS_DETAILS"]39 if "LINE_ITEMS_DETAILS" in self.bot.keys()40 else False41 )42 flush_print(f"Bot set: {self.bot['NAME']}")43 def collect_ok_runs_over_x_duration(self):44 if not self.bot:45 raise ValueError("Bot has not been set")46 collect = []47 runs = self.process.list_process_runs(limit=self.runs_to_collect)48 for run in runs:49 # Collect only runs which have state COMPL or PENDING50 if run["state"] in ["COMPL", "PENDING"]:51 # Collect only runs which have duration same or longer than MINIMUM_RUN_TIME52 if run["duration"] >= self.bot["MINIMUM_RUN_TIME"]:53 collect.append(run)54 else:55 flush_print(56 f"Run {run['runNo']} duration {run['duration']} under limit"57 )58 else:59 flush_print(run)60 flush_print(f"Run {run['runNo']} result is not OK")61 return collect62 def add_stats_for_date(self, date, stat):63 """Used for grouping stats by date"""64 if date not in self.stats.keys():65 self.stats[date] = [stat]66 else:67 self.stats[date].append(stat)68 def collect_data(self):69 if not self.bot:70 raise ValueError("Bot has not been set")71 runs = self.collect_ok_runs_over_x_duration()72 total_output = ""73 for run in runs:74 run_output = ""75 run_id = run["id"]76 run_no = run["runNo"]77 duration = 0 # run['duration']78 total_line_items = 079 run_status = self.process.get_process_run_status(run_id)80 step_runs = run_status["robotRuns"]81 real_start = None82 real_end = None83 for step_run in step_runs:84 one_step_run = self.process.get_process_run_status(85 run_id, step_run_id=step_run["id"]86 )87 step_run_start = datetime.strptime(88 one_step_run["startTs"], "%Y-%m-%dT%H:%M:%S.%fZ"89 )90 step_run_end = datetime.strptime(91 one_step_run["endTs"], "%Y-%m-%dT%H:%M:%S.%fZ"92 )93 if real_start == None or real_start > step_run_start:94 real_start = step_run_start95 if real_end == None or real_end < step_run_end:96 real_end = step_run_end97 duration += one_step_run["duration"]98 sleep(self.api_throttle_time)99 real_duration = real_end - real_start100 run_output += f"Run no {run_no}\n"101 items = self.process.list_process_run_work_items(run_id, include_data=True)102 run_output += f"\tnumber of step runs : {len(step_runs)}\n"103 run_output += f"\tnumber work items : {len(items)}\n"104 item_types = []105 if self.check_line_items:106 for item in items:107 if item["payload"]:108 line_items = item["payload"]["items"]109 total_line_items += len(line_items)110 if "item_type_code" in line_items[0].keys():111 item_types.extend(112 [item["item_type_code"] for item in line_items]113 )114 if total_line_items > 0:115 run_output += (116 f"\ttotal line items : {total_line_items} \n"117 )118 run_output += f"\taverage line item run duration : {round(duration/total_line_items,1)}s\n"119 run_output += f"\taverage step run duration : {round(duration/len(step_runs), 1)}s\n"120 run_output += f"\treal start : {real_start}\n"121 run_output += f"\treal end : {real_end}\n"122 run_output += (123 f"\treal duration : {real_duration.seconds}s\n"124 )125 run_output += f"\ttotal step run duration : {duration}s\n"126 run_output += "\n"127 flush_print(run_output)128 total_output += run_output129 date = datetime.strptime(items[0]["createTs"], "%Y-%m-%dT%H:%M:%S.%fZ")130 self.add_stats_for_date(131 date.strftime("%d/%b/%y"),132 {133 "runNo": run_no,134 "item_types": Counter(item_types),135 "real_duration": real_duration.seconds,136 "duration": duration,137 "step_runs": len(step_runs),138 "total_line_items": total_line_items,139 },140 )141 self.write_report("details", total_output)142 def write_report(self, report_type, content):143 output_filename = os.path.join(144 self.output_dir, f"bot_{self.bot['NAME']}_{report_type}_report.txt"145 )146 with open(output_filename, "w") as fout:147 fout.write(content)148 def print_collected_stats(self):149 if not self.bot:150 raise ValueError("Bot has not been set")151 output_string = ""152 for date in self.stats.keys():153 output_string += f"Day: {date}\n"154 total_duration = sum([s["duration"] for s in self.stats[date]])155 total_step_runs = sum([s["step_runs"] for s in self.stats[date]])156 if self.check_line_items:157 total_line_items = sum(158 [s["total_line_items"] for s in self.stats[date]]159 )160 total_item_types = sum(161 [s["item_types"] for s in self.stats[date]], Counter()162 )163 total_real_duration = sum([s["real_duration"] for s in self.stats[date]])164 output_string += (165 f"Duration (sum of step runs) : {total_duration}s\n"166 )167 output_string += (168 f"Effective runtime duration : {total_real_duration}s\n"169 )170 output_string += (171 f"Total step runs : {total_step_runs}\n"172 )173 if self.check_line_items:174 output_string += (175 f"Total line items : {total_line_items}\n"176 )177 output_string += "Line types : \n"178 for key, val in total_item_types.items():179 output_string += f"\t{key} = {val}\n"180 output_string += f"Average step run duration : {round(total_duration/total_step_runs,1)}s\n"181 output_string += f"Average step run real time duration : {round(total_real_duration/total_step_runs,1)}s\n"182 if self.check_line_items:183 output_string += f"Average line item duration : {round(total_duration/total_line_items,1)}s\n"184 output_string += f"Average line item real time duration : {round(total_real_duration/total_line_items,1)}s\n"185 output_string += "\n"186 flush_print(output_string)187 self.write_report("summary", output_string)188def main():189 collector = ControlRoomCollector(10)190 for bot in BOTS:191 collector.set_bot(bot)192 collector.collect_data()193 collector.print_collected_stats()194if __name__ == "__main__":...
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