Re: new python error in sbfilter.py
Skip Montanaro <[email protected]> Fri, 10 Mar 2017 17:02:16 -0600
| Newsgroups | gmane.mail.spam.spambayes.general |
|---|---|
| Message-ID | <CANc-5Uz50AGgTVKAEoRjNX6Hhas1eMYnBjBNxE5Xpx-11eYd8Q@mail.gmail.com> |
--===============4905042318925572644== Content-Type: multipart/alternative; boundary=001a114fd5b25e2799054a685adc --001a114fd5b25e2799054a685adc Content-Type: text/plain; charset=UTF-8 I would avoid training on every message in your procmailrc file, and only use the mitt macros to train on misses and unsures. I would only use a procmail recipe to score incoming messages. Skip On Mar 9, 2017 9:35 PM, "Fred Smith" <[email protected]> wrote: > On Thu, Mar 09, 2017 at 01:57:27PM -0500, Fred Smith wrote: > later.... > see below > > On Thu, Mar 09, 2017 at 07:23:38AM -0600, Skip Montanaro wrote: > > > Fred, > > > It looks like your training database is corrupt. At the very end of > the > > > long traceback, the message indicates that the count of messages > (ham > > > or spam) in which a particular word appears is greater than the > number > > > of messages in that particular category. I think you should be able > to > > > just retrain from scratch on your existing database. > > > Skip > > > > Sigh. > > > > That worked. for a little while. then it started doing it again. > > > > I've recently started using these macros in mutt: > > > > macro index S "|sb_filter.py -s -f | procmail\&\nd" > > macro pager S "|sb_filter.py -s -f | procmail\&\nd" > > macro index H "|sb_filter.py -g -f | procmail\&\nd" > > macro pager H "|sb_filter.py -g -f | procmail\&\nd" > > > > and in procmail there are these rules: > > > > :0 fw:hamlock > > | /usr/bin/sb_filter.py -f -d $HOME/.hammiedb > > Ah HA! BINGO! > that's the problem right there... the macros (above) train on the mail > then hand it to procmail. Procmail trains it AGAIN, thereby doubling up > every mail that gets trained that way in the database. > > Those macros are a really HANDY way to fix an incorrect training > while putting it in the right folder. Is there a way anyone can think > of that avoids the double training? > > thanks in advance! > > > # then filter out spam and unsure stuff.... > > :0 > > * ^X-Spambayes-Classification: spam > > $HOME/Mail/trained.spam > > > > :0 > > * ^X-Spambayes-Classification: unsure > > $HOME/Mail/unsure > > > > I don't see why those macros would cause such a problem, but it > > has started only since I started using them (of course, I also blew > > away the ancient hammie db and started over with a small corpus of > > known ham and spam, at the same time). > > > > Prior to that I would just save mis-filed mails in either trained.spam > > or trained.ham and trust that the nightly retraining would do the right > > thing. > > > > any further ideas? > > > > thanks in advance! > > > > Fred > > > > > > > > On Mar 8, 2017 7:11 PM, "Fred Smith" <[1][email protected]. > ma.us> > > > wrote: > > > > > > Hi > > > All of a sudden this past week I'm getting this whenever a message > > > is > > > sent to sb_filter to be retrained: > > > File "/usr/bin/sb_filter.py", line 5, in <module> > > > pkg_resources.run_script('spambayes==1.1a6', 'sb_filter.py') > > > File "/usr/lib/python2.7/site-packages/pkg_resources.py", line > > > 540, in run_script > > > self.require(requires)[0].run_script(script_name, ns) > > > File "/usr/lib/python2.7/site-packages/pkg_resources.py", line > > > 1455, in run_script > > > execfile(script_filename, namespace, namespace) > > > File "/usr/lib/python2.7/site-packages/spambayes-1.1a6-py2. > > > 7.egg/EGG-INFO/scripts/sb_filter.py", line 277, in <module> > > > main() > > > File "/usr/lib/python2.7/site-packages/spambayes-1.1a6-py2. > > > 7.egg/EGG-INFO/scripts/sb_filter.py", line 268, in main > > > action(msg) > > > File "/usr/lib/python2.7/site-packages/spambayes-1.1a6-py2. > > > 7.egg/EGG-INFO/scripts/sb_filter.py", line 186, in filter > > > return self.h.filter(msg) > > > File "/usr/lib/python2.7/site-packages/spambayes-1.1a6-py2. > > > 7.egg/spambayes/hammie.py", line 149, in filter > > > debug, train) > > > File "/usr/lib/python2.7/site-packages/spambayes-1.1a6-py2. > > > 7.egg/spambayes/hammie.py", line 104, in score_and_filter > > > prob, clues = self._scoremsg(msg, True) > > > File "/usr/lib/python2.7/site-packages/spambayes-1.1a6-py2. > > > 7.egg/spambayes/hammie.py", line 33, in _scoremsg > > > return self.bayes.spamprob(tokenize(msg), evidence) > > > File "/usr/lib/python2.7/site-packages/spambayes-1.1a6-py2. > > > 7.egg/spambayes/classifier.py", line 169, in chi2_spamprob > > > clues = self._getclues(wordstream) > > > File "/usr/lib/python2.7/site-packages/spambayes-1.1a6-py2. > > > 7.egg/spambayes/classifier.py", line 472, in _getclues > > > tup = self._worddistanceget(word) > > > File "/usr/lib/python2.7/site-packages/spambayes-1.1a6-py2. > > > 7.egg/spambayes/classifier.py", line 487, in _worddistanceget > > > prob = self.probability(record) > > > File "/usr/lib/python2.7/site-packages/spambayes-1.1a6-py2. > > > 7.egg/spambayes/classifier.py", line 287, in probability > > > assert hamcount <= nham, "Token seen in more ham than ham > > > trained." > > > AssertionError: Token seen in more ham than ham trained. > > > It is possible I got a python update, but I wasn't paying > attention, > > > so > > > I'm not at all sure. > > > I'm NOT a python guru, so I'd appreciate any guidance any of you > can > > > provide. > > > thanks in advance! > > > Fred > > > -- > > > ---- Fred Smith -- [2][email protected] > > > ----------------------------- > > > The Lord detests the way of the wicked > > > but he loves those who pursue righteousness. > > > ----------------------------- Proverbs 15:9 (niv) > > > ----------------------------- > > > _______________________________________________ > > > [3][email protected] > > > [4]https://mail.python.org/mailman/listinfo/spambayes > > > Info/Unsubscribe: [5]http://mail.python.org/ > > > mailman/listinfo/spambayes > > > Check the FAQ before asking: [6]http://spambayes.sf.net/faq.html > > > > > > References > > > > > > 1. mailto:[email protected] > > > 2. mailto:[email protected] > > > 3. mailto:[email protected] > > > 4. https://mail.python.org/mailman/listinfo/ > spambayesInfo/Unsubscribe > > > 5. http://mail.python.org/mailman/listinfo/spambayes > > > 6. http://spambayes.sf.net/faq.html > > > > -- > > ---- Fred Smith -- [email protected] > ----------------------------- > > The Lord is like a strong tower. > > Those who do what is right can run to him for safety. > > --------------------------- Proverbs 18:10 (niv) > ----------------------------- > > -- > ------------------------------------------------------------ > ------------------- > .---- Fred Smith / > ( /__ ,__. __ __ / __ : / > / / / /__) / / /__) .+' Home: > [email protected] > / / (__ (___ (__(_ (___ / :__ > 781-438-5471 > -------------------------------- Jude 1:24,25 > --------------------------------- > _______________________________________________ > [email protected] > https://mail.python.org/mailman/listinfo/spambayes > Info/Unsubscribe: http://mail.python.org/mailman/listinfo/spambayes > Check the FAQ before asking: http://spambayes.sf.net/faq.html > --001a114fd5b25e2799054a685adc Content-Type: text/html; charset=UTF-8 Content-Transfer-Encoding: quoted-printable <div dir=3D"auto">I would avoid training on every message in your procmailr= c file, and only use the mitt macros to train on misses and unsures. I woul= d only use a procmail recipe to score incoming messages.=C2=A0<div dir=3D"a= uto"><br></div><div dir=3D"auto">Skip</div></div><div class=3D"gmail_extra"= ><br><div class=3D"gmail_quote">On Mar 9, 2017 9:35 PM, "Fred Smith&qu= ot; <<a href=3D"mailto:[email protected]">[email protected]= neham.ma.us</a>> wrote:<br type=3D"attribution"><blockquote class=3D"gma= il_quote" style=3D"margin:0 0 0 .8ex;border-left:1px #ccc solid;padding-lef= t:1ex">On Thu, Mar 09, 2017 at 01:57:27PM -0500, Fred Smith wrote:<br> later....<br> see below<br> > On Thu, Mar 09, 2017 at 07:23:38AM -0600, Skip Montanaro wrote:<br> > >=C2=A0 =C2=A0 Fred,<br> > >=C2=A0 =C2=A0 It looks like your training database is corrupt. At = the very end of the<br> > >=C2=A0 =C2=A0 long traceback, the message indicates that the count= of messages (ham<br> > >=C2=A0 =C2=A0 or spam) in which a particular word appears is great= er than the number<br> > >=C2=A0 =C2=A0 of messages in that particular category. I think you= should be able to<br> > >=C2=A0 =C2=A0 just retrain from scratch on your existing database.= <br> > >=C2=A0 =C2=A0 Skip<br> ><br> > Sigh.<br> ><br> > That worked. for a little while. then it started doing it again.<br> ><br> > I've recently started using these macros in mutt:<br> ><br> >=C2=A0 =C2=A0 =C2=A0 =C2=A0macro index S "|sb_filter.py -s -f | pr= ocmail\&\nd"<br> >=C2=A0 =C2=A0 =C2=A0 =C2=A0macro pager S "|sb_filter.py -s -f | pr= ocmail\&\nd"<br> >=C2=A0 =C2=A0 =C2=A0 =C2=A0macro index H "|sb_filter.py -g -f | pr= ocmail\&\nd"<br> >=C2=A0 =C2=A0 =C2=A0 =C2=A0macro pager H "|sb_filter.py -g -f | pr= ocmail\&\nd"<br> ><br> > and in procmail there are these rules:<br> ><br> >=C2=A0 =C2=A0 =C2=A0 =C2=A0:0 fw:hamlock<br> >=C2=A0 =C2=A0 =C2=A0 =C2=A0| /usr/bin/sb_filter.py -f -d $HOME/.hammied= b<br> <br> Ah HA! BINGO!<br> that's the problem right there... the macros (above) train on the mail<= br> then hand it to procmail. Procmail trains it AGAIN, thereby doubling up<br> every mail that gets trained that way in the database.<br> <br> Those macros are a really HANDY way to fix an incorrect training<br> while putting it in the right folder. Is there a way anyone can think<br> of that avoids the double training?<br> <br> thanks in advance!<br> <br> >=C2=A0 =C2=A0 =C2=A0 =C2=A0# then filter out spam and unsure stuff....<= br> >=C2=A0 =C2=A0 =C2=A0 =C2=A0:0<br> >=C2=A0 =C2=A0 =C2=A0 =C2=A0* ^X-Spambayes-Classification: spam<br> >=C2=A0 =C2=A0 =C2=A0 =C2=A0$HOME/Mail/trained.spam<br> ><br> >=C2=A0 =C2=A0 =C2=A0 =C2=A0:0<br> >=C2=A0 =C2=A0 =C2=A0 =C2=A0* ^X-Spambayes-Classification: unsure<br> >=C2=A0 =C2=A0 =C2=A0 =C2=A0$HOME/Mail/unsure<br> ><br> > I don't see why those macros would cause such a problem, but it<br= > > has started only since I started using them (of course, I also blew<br= > > away the ancient hammie db and started over with a small corpus of<br> > known ham and spam, at the same time).<br> ><br> > Prior to that I would just save mis-filed mails in either trained.spam= <br> > or trained.ham and trust that the nightly retraining would do the righ= t<br> > thing.<br> ><br> > any further ideas?<br> ><br> > thanks in advance!<br> ><br> > Fred<br> ><br> > ><br> > >=C2=A0 =C2=A0 On Mar 8, 2017 7:11 PM, "Fred Smith" <[= 1]<a href=3D"mailto:[email protected]">[email protected].= <wbr>ma.us</a>><br> > >=C2=A0 =C2=A0 wrote:<br> > ><br> > >=C2=A0 =C2=A0 =C2=A0 Hi<br> > >=C2=A0 =C2=A0 =C2=A0 All of a sudden this past week I'm gettin= g this whenever a message<br> > >=C2=A0 =C2=A0 =C2=A0 is<br> > >=C2=A0 =C2=A0 =C2=A0 sent to sb_filter to be retrained:<br> > >=C2=A0 =C2=A0 =C2=A0 File "/usr/bin/sb_filter.py", line = 5, in <module><br> > >=C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 pkg_resources.run_script('<= wbr>spambayes=3D=3D1.1a6', 'sb_filter.py')<br> > >=C2=A0 =C2=A0 =C2=A0 =C2=A0 File "/usr/lib/python2.7/site-<wb= r>packages/pkg_resources.py", line<br> > >=C2=A0 =C2=A0 =C2=A0 540, in run_script<br> > >=C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 self.require(requires)[0].run_<= wbr>script(script_name, ns)<br> > >=C2=A0 =C2=A0 =C2=A0 =C2=A0 File "/usr/lib/python2.7/site-<wb= r>packages/pkg_resources.py", line<br> > >=C2=A0 =C2=A0 =C2=A0 1455, in run_script<br> > >=C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 execfile(script_filename, names= pace, namespace)<br> > >=C2=A0 =C2=A0 =C2=A0 =C2=A0 File "/usr/lib/python2.7/site-<wb= r>packages/spambayes-1.1a6-py2.<br> > >=C2=A0 =C2=A0 =C2=A0 7.egg/EGG-INFO/scripts/sb_<wbr>filter.py"= ;, line 277, in <module><br> > >=C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 main()<br> > >=C2=A0 =C2=A0 =C2=A0 =C2=A0 File "/usr/lib/python2.7/site-<wb= r>packages/spambayes-1.1a6-py2.<br> > >=C2=A0 =C2=A0 =C2=A0 7.egg/EGG-INFO/scripts/sb_<wbr>filter.py"= ;, line 268, in main<br> > >=C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 action(msg)<br> > >=C2=A0 =C2=A0 =C2=A0 =C2=A0 File "/usr/lib/python2.7/site-<wb= r>packages/spambayes-1.1a6-py2.<br> > >=C2=A0 =C2=A0 =C2=A0 7.egg/EGG-INFO/scripts/sb_<wbr>filter.py"= ;, line 186, in filter<br> > >=C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 return self.h.filter(msg)<br> > >=C2=A0 =C2=A0 =C2=A0 =C2=A0 File "/usr/lib/python2.7/site-<wb= r>packages/spambayes-1.1a6-py2.<br> > >=C2=A0 =C2=A0 =C2=A0 7.egg/spambayes/hammie.py", line 149, in= filter<br> > >=C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 debug, train)<br> > >=C2=A0 =C2=A0 =C2=A0 =C2=A0 File "/usr/lib/python2.7/site-<wb= r>packages/spambayes-1.1a6-py2.<br> > >=C2=A0 =C2=A0 =C2=A0 7.egg/spambayes/hammie.py", line 104, in= score_and_filter<br> > >=C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 prob, clues =3D self._scoremsg(= msg, True)<br> > >=C2=A0 =C2=A0 =C2=A0 =C2=A0 File "/usr/lib/python2.7/site-<wb= r>packages/spambayes-1.1a6-py2.<br> > >=C2=A0 =C2=A0 =C2=A0 7.egg/spambayes/hammie.py", line 33, in = _scoremsg<br> > >=C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 return self.bayes.spamprob(toke= nize(<wbr>msg), evidence)<br> > >=C2=A0 =C2=A0 =C2=A0 =C2=A0 File "/usr/lib/python2.7/site-<wb= r>packages/spambayes-1.1a6-py2.<br> > >=C2=A0 =C2=A0 =C2=A0 7.egg/spambayes/classifier.py"<wbr>, lin= e 169, in chi2_spamprob<br> > >=C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 clues =3D self._getclues(wordst= ream)<br> > >=C2=A0 =C2=A0 =C2=A0 =C2=A0 File "/usr/lib/python2.7/site-<wb= r>packages/spambayes-1.1a6-py2.<br> > >=C2=A0 =C2=A0 =C2=A0 7.egg/spambayes/classifier.py"<wbr>, lin= e 472, in _getclues<br> > >=C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 tup =3D self._worddistanceget(w= ord)<br> > >=C2=A0 =C2=A0 =C2=A0 =C2=A0 File "/usr/lib/python2.7/site-<wb= r>packages/spambayes-1.1a6-py2.<br> > >=C2=A0 =C2=A0 =C2=A0 7.egg/spambayes/classifier.py"<wbr>, lin= e 487, in _worddistanceget<br> > >=C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 prob =3D self.probability(recor= d)<br> > >=C2=A0 =C2=A0 =C2=A0 =C2=A0 File "/usr/lib/python2.7/site-<wb= r>packages/spambayes-1.1a6-py2.<br> > >=C2=A0 =C2=A0 =C2=A0 7.egg/spambayes/classifier.py"<wbr>, lin= e 287, in probability<br> > >=C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 assert hamcount <=3D nham, &= quot;Token seen in more ham than ham<br> > >=C2=A0 =C2=A0 =C2=A0 trained."<br> > >=C2=A0 =C2=A0 =C2=A0 AssertionError: Token seen in more ham than h= am trained.<br> > >=C2=A0 =C2=A0 =C2=A0 It is possible I got a python update, but I w= asn't paying attention,<br> > >=C2=A0 =C2=A0 =C2=A0 so<br> > >=C2=A0 =C2=A0 =C2=A0 I'm not at all sure.<br> > >=C2=A0 =C2=A0 =C2=A0 I'm NOT a python guru, so I'd appreci= ate any guidance any of you can<br> > >=C2=A0 =C2=A0 =C2=A0 provide.<br> > >=C2=A0 =C2=A0 =C2=A0 thanks in advance!<br> > >=C2=A0 =C2=A0 =C2=A0 Fred<br> > >=C2=A0 =C2=A0 =C2=A0 --<br> > >=C2=A0 =C2=A0 =C2=A0 ---- Fred Smith -- [2]<a href=3D"mailto:frede= [email protected]">[email protected].<wbr>us</a><br> > >=C2=A0 =C2=A0 =C2=A0 -----------------------------<br> > >=C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2= =A0 =C2=A0 =C2=A0 =C2=A0 The Lord detests the way of the wicked<br> > >=C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2= =A0 =C2=A0 =C2=A0 but he loves those who pursue righteousness.<br> > >=C2=A0 =C2=A0 =C2=A0 ----------------------------- Proverbs 15:9 (= niv)<br> > >=C2=A0 =C2=A0 =C2=A0 -----------------------------<br> > >=C2=A0 =C2=A0 =C2=A0 ______________________________<wbr>__________= _______<br> > >=C2=A0 =C2=A0 =C2=A0 [3]<a href=3D"mailto:[email protected]">Sp= [email protected]</a><br> > >=C2=A0 =C2=A0 =C2=A0 [4]<a href=3D"https://mail.python.org/mailman= /listinfo/spambayes" rel=3D"noreferrer" target=3D"_blank">https://mail.pyth= on.org/<wbr>mailman/listinfo/spambayes</a><br> > >=C2=A0 =C2=A0 =C2=A0 Info/Unsubscribe: [5]<a href=3D"http://mail.p= ython.org/" rel=3D"noreferrer" target=3D"_blank">http://mail.python.org/</a= ><br> > >=C2=A0 =C2=A0 =C2=A0 mailman/listinfo/spambayes<br> > >=C2=A0 =C2=A0 =C2=A0 Check the FAQ before asking: [6]<a href=3D"ht= tp://spambayes.sf.net/faq.html" rel=3D"noreferrer" target=3D"_blank">http:/= /spambayes.sf.net/<wbr>faq.html</a><br> > ><br> > > References<br> > ><br> > >=C2=A0 =C2=A0 1. mailto:<a href=3D"mailto:[email protected].= ma.us">fredex@fcshome.<wbr>stoneham.ma.us</a><br> > >=C2=A0 =C2=A0 2. mailto:<a href=3D"mailto:[email protected].= ma.us">fredex@fcshome.<wbr>stoneham.ma.us</a><br> > >=C2=A0 =C2=A0 3. mailto:<a href=3D"mailto:[email protected]">Sp= [email protected]</a><br> > >=C2=A0 =C2=A0 4. <a href=3D"https://mail.python.org/mailman/listin= fo/spambayesInfo/Unsubscribe" rel=3D"noreferrer" target=3D"_blank">https://= mail.python.org/<wbr>mailman/listinfo/<wbr>spambayesInfo/Unsubscribe</a><br= > > >=C2=A0 =C2=A0 5. <a href=3D"http://mail.python.org/mailman/listinf= o/spambayes" rel=3D"noreferrer" target=3D"_blank">http://mail.python.org/<w= br>mailman/listinfo/spambayes</a><br> > >=C2=A0 =C2=A0 6. <a href=3D"http://spambayes.sf.net/faq.html" rel= =3D"noreferrer" target=3D"_blank">http://spambayes.sf.net/faq.<wbr>html</a>= <br> ><br> > --<br> > ---- Fred Smith -- <a href=3D"mailto:[email protected]">fr= [email protected]</a> -----------------------------<br> >=C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 = =C2=A0 =C2=A0 =C2=A0The Lord is like a strong tower.<br> >=C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 Those who do what is r= ight can run to him for safety.<br> > --------------------------- Proverbs 18:10 (niv) ---------------------= --------<br> <br> --<br> ------------------------------<wbr>------------------------------<wbr>-----= --------------<br> =C2=A0.----=C2=A0 =C2=A0 Fred Smith=C2=A0 =C2=A0/<br> ( /__=C2=A0 ,__.=C2=A0 =C2=A0__=C2=A0 =C2=A0__ /=C2=A0 __=C2=A0 =C2=A0: /<b= r> =C2=A0/=C2=A0 =C2=A0 /=C2=A0 /=C2=A0 =C2=A0/__) /=C2=A0 /=C2=A0 /__) .+'= ;=C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0Home: <a href=3D"mailto:fredex@fc= shome.stoneham.ma.us">[email protected]</a><br> /=C2=A0 =C2=A0 /=C2=A0 (__ (___ (__(_ (___ / :__=C2=A0 =C2=A0 =C2=A0 =C2=A0= =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2= =A0 =C2=A0 =C2=A0<a href=3D"tel:781-438-5471" value=3D"+17814385471">781-43= 8-5471</a><br> ------------------------------<wbr>-- Jude 1:24,25 ------------------------= ------<wbr>---<br> ______________________________<wbr>_________________<br> <a href=3D"mailto:[email protected]">[email protected]</a><br> <a href=3D"https://mail.python.org/mailman/listinfo/spambayes Info/Unsubscribe" rel=3D"noreferrer" target=3D"_blank">https://mail.python.= org/<wbr>mailman/listinfo/spambayes<br> Info/Unsubscribe</a>: <a href=3D"http://mail.python.org/mailman/listinfo/sp= ambayes" rel=3D"noreferrer" target=3D"_blank">http://mail.python.org/<wbr>m= ailman/listinfo/spambayes</a><br> Check the FAQ before asking: <a href=3D"http://spambayes.sf.net/faq.html" r= el=3D"noreferrer" target=3D"_blank">http://spambayes.sf.net/faq.<wbr>html</= a><br> </blockquote></div></div> --001a114fd5b25e2799054a685adc-- --===============4905042318925572644== Content-Type: text/plain; charset="us-ascii" MIME-Version: 1.0 Content-Transfer-Encoding: 7bit Content-Disposition: inline _______________________________________________ [email protected] https://mail.python.org/mailman/listinfo/spambayes 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