text_combined: skip montanaro dwooqfuuguserssourceforgenet update cvsrootspambayesspambayescontrib directory sc8prcvs8sourceforgenettmpcvsserv27616contrib modified files ttepy log message patch 1707808 dave abrahams tte patch imap index ttepy rcs file cvsrootspambayesspambayescontribttepyv retrieving revision 117 retrieving revision 118 diff c2 r117 r118 ttepy 5 aug 2006 124809 0000 117 ttepy 11 may 2007 002307 0000 118 2932 2935 reduce amount input retained c cull messages arent used training input run marking deleted works imap folders sectoptval set sect opt options database val 9598 98102 return iterseq def trainstore hambox spambox maxmsgs maxrounds tdict reverse verbose ratio 101107 spam_cutoff optionsoptionscategorization spam_cutoff nspam nham ratio round maxrounds hmisses smisses round 0 round 1 verbose 105133 spam_cutoff optionsoptionscategorization spam_cutoff listify ham spam iterators immediately dont really want fetch messages multiple times worse happened r passed hambone_ listmboxutilsgetmboxhambox spamcan_ listmboxutilsgetmboxspambox reverse hambone_ listreversedhambone_ spamcan_ listreversedspamcan_ ratio rspamrham ratio else rspamrham lenspamcan_lenhambone_ define indexing constants ham 0 spam 1 name hamspam misses 00 misclassified lambda is_spam score is_spam score spam_cutoff is_spam score ham_cutoff round maxrounds missesham missesspam round 0 round 1 verbose 109173 start datetimedatetimenow hambone mboxutilsgetmboxhambox spamcan mboxutilsgetmboxspambox reverse hambone reversedlisthambone spamcan reversedlistspamcan hmisses smisses nmsgs 0 try maxmsgs nmsgs maxmsgs hams rangenham try hamsappendhambonenext except stopiteration hams left exit hams raise use weve collected break spams rangenspam try spamsappendspamcannext except stopiteration spams left exit spams raise use weve collected break nmsgs lenhams lenspams sysstdoutwriter5d nmsgs sysstdoutflush ham spam mapnone hams spams ham none score storespamprobtokenizeham selector hammessageid hamsubject score ham_cutoff selector none verbose print sysstderr miss ham 6f score selector hmisses 1 tdicthammessageid true storelearntokenizeham false spam none score storespamprobtokenizespam selector spammessageid spamsubject score spam_cutoff selector none verbose print sysstderr miss spam 6f score selector smisses 1 tdictspammessageid true storelearntokenizespam true except stopiteration pass delta datetimedatetimenowstart 135173 start datetimedatetimenow hambone iterhambone_ spamcan iterspamcan_ 00 msgs_processed 0 misses 00 training_sets hambone spamcan maxmsgs msgs_processed maxmsgs next message come hambone spamcan train_spam iham rspam ispam rham try train_msg training_setstrain_spamnext except stopiteration break itrain_spam 1 msgs_processed 1 sysstdoutwriter5d msgs_processed sysstdoutflush tokens listtokenizetrain_msg score storespamprobtokens selector train_msgmessageid train_msgsubject misclassifiedtrain_spamscore selector none verbose print sysstderr tmiss 6f nametrain_spam score selector missestrain_spam 1 tdicttrain_msgmessageid true storelearntokens train_spam delta datetimedatetimenowstart 175212 print rround 2d msgs 4d ham misses 3d spam misses 3d 1fs round nmsgs hmisses smisses seconds count untrained messages user knows skipped also tag saving dont lose messages might value future run nhamleft 0 try true msg hambonenext score storespamprobtokenizemsg score ham_cutoff tdictmsgmessageid true nhamleft 1 except stopiteration nhamleft print nhamleft untrained hams nspamleft 0 try true msg spamcannext score storespamprobtokenizemsg score spam_cutoff tdictmsgmessageid true nspamleft 1 except stopiteration nspamleft print nspamleft untrained spams def mainargs try opts args getoptgetoptargs hgsdpomrcvr help good spam database pickle verbose option max maxrounds cullext reverse ratio except getoptgetopterror msg usagemsg 175232 print rround 2d msgs 4d ham misses 3d spam misses 3d 1fs round msgs_processed misses0 misses1 seconds training_sets hambonespamcan count untrained messages user knows skipped also tag saving dont lose messages might value future run is_spam hamspam nleft 0 try true msg training_setsis_spamnext score storespamprobtokenizemsg misclassifiedis_spamscore tdictmsgmessageid true nleft 1 except stopiteration nleft print nleft untrained ss nameis_spam def cullmbox_name cullext designation tdict print writing new mbox designation n 0 cullext culled_mbox filembox_name cullext w msg mboxutilsgetmboxmbox_name 1 msgmessageid tdict cullext culled_mboxwritestrmsg n 1 elif cullext response msgimap_serveruid store msguid flagssilent deleted seen command set deleted seen msguid msgimap_servercheck_responsecommand response sysstdoutwriter5d 5d n sysstdoutflush sysstdoutwriten cullext culled_mboxclose def mainargs try opts args getoptgetoptargs hgsdpomrcvruc help good spam database pickle verbose option max maxrounds cullext reverse ratio unbalanced except getoptgetopterror msg usagemsg 231234 251256 elif opt c cullext cullext arg elif opt c cullext cullext elif opt max maxmsgs intarg 237240 259264 elif opt r reverse reverse true elif opt u unbalanced sh_ratio none elif opt option optionsoptionsset_from_cmdlinearg sysstderr 260291 sh_ratio storeclose cullext none print writing new ham mbox n 0 newham fileham cullext w msg mboxutilsgetmboxham 1 msgmessageid tdict newhamwritestrmsg n 1 sysstdoutwriter5d 5d n sysstdoutflush sysstdoutwriten newhamclose print writing new spam mbox n 0 newspam filespam cullext w msg mboxutilsgetmboxspam 1 msgmessageid tdict newspamwritestrmsg n 1 sysstdoutwriter5d 5d n sysstdoutflush sysstdoutwriten newspamclose return 0 284293 sh_ratio storestore storeclose cullext none cullham cullext ham tdict cullspam cullext spam tdict return 0 _______________________________________________ spambayescheckins mailing list pnperxdpvsarswdlppythonorg httpmailpythonorgmailmanlistinfospambayescheckins tue 05 aug 2008 165433 0700 spambayescheckins spambayescontrib ttepy117118