PROCMAILSC(5)							File Formats Manual						     PROCMAILSC(5)

NAME

       procmailsc - procmail weighted scoring technique

SYNOPSIS

       [*] w^x condition

DESCRIPTION

       In  addition to the traditional true or false conditions you can specify on a recipe, you can use a weighted scoring technique to decide if
       a certain recipe matches or not.  When weighted scoring is used in a recipe, then the final score for that recipe must be positive  for	it
       to match.

       A certain condition can contribute to the score if you allocate it a `weight' (w) and an `exponent' (x).  You do this by preceding the con-
       dition (on the same line) with:
	      w^x
       Whereas both w and x are real numbers between -2147483647.0 and 2147483647.0 inclusive.

Weighted regular expression conditions
       The first time the regular expression is found, it will add w to the score.  The second time it is found, w*x will  be  added.	The  third
       time it is found, w*x*x will be added.  The fourth time w*x*x*x will be added.  And so forth.

       This can be described by the following concise formula:

				   n
		   n   k-1	  x - 1
	      w * Sum x    = w * -------
		  k=1		  x - 1

       It represents the total added score for this condition if n matches are found.

       Note that the following case distinctions can be made:

       x=0     Only the first match will contribute w to the score.  Any subsequent matches are ignored.

       x=1     Every match will contribute the same w to the score.  The score grows linearly with the number of matches found.

       0<x<1   Every  match  will contribute less to the score than the previous one.  The score will asymptotically approach a certain value (see
	       the NOTES section below).

       1<x     Every match will contribute more to the score than the previous one.  The score will grow exponentially.

       x<0     Can be utilised to favour odd or even number of matches.

       If the regular expression is negated (i.e., matches if it isn't found), then n obviously can either be zero or one.

Weighted program conditions
       If the program returns an exitcode of EXIT_SUCCESS (=0), then the total added score will be w.  If it returns any other exitcode  (indicat-
       ing failure), the total added score will be x.

       If the exitcode of the program is negated, then, the exitcode will be considered as if it were a virtual number of matches.  Calculation of
       the added score then proceeds as if it had been a normal regular expression with n=`exitcode' matches.

Weighted length conditions
       If the length of the actual mail is M then:

	      * w^x  > L

       will generate an additional score of:

			 x
		  /  M	
	      w * | --- |
		    L	/

       And:

	      * w^x  < L

       will generate an additional score of:

			 x
		  /  L	
	      w * | --- |
		    M	/

       In both cases, if L=M, this will add w to the score.  In the former case however, larger mails  will  be  favoured,  in	the  latter  case,
       smaller mails will be favoured.	Although x can be varied to fine-tune the steepness of the function, typical usage sets x=1.

MISCELLANEOUS

       You  can  query	the  final score of all the conditions on a recipe from the environment variable $=.  This variable is set every time just
       after procmail has parsed all conditions on a recipe (even if the recipe is not being executed).

EXAMPLES

       The following recipe will ditch all mails having more than 150 lines in the body.  The first condition contains an empty regular expression
       which,  because	it always matches, is used to give our score a negative offset.  The second condition then matches every line in the mail,
       and consumes up the previous negative offset we gave (one point per line).  In the end, the score will only be positive if  the	mail  con-
       tained more than 150 lines.

	      :0 Bh
	      * -150^0
	      *    1^1	^.*$
	      /dev/null

       Suppose you have a priority folder which you always read first.	The next recipe picks out the priority mail and files them in this special
       folder.	The first condition is a regular one, i.e., it doesn't contribute to the score, but simply has to be satisfied.  The other  condi-
       tions describe things like: john and claire usually have something important to say, meetings are usually important, replies are favoured a
       bit, mails about Elvis (this is merely an example :-) are favoured (the more he is mentioned, the more the mail is favoured, but the  maxi-
       mum extra score due to Elvis will be 4000, no matter how often he is mentioned), lots of quoted lines are disliked, smileys are appreciated
       (the score for those will reach a maximum of 3500), those three people usually don't send interesting mails, the mails should preferably be
       small  (e.g.,  2000 bytes long mails will score -100, 4000 bytes long mails do -800).  As you see, if some of the uninteresting people send
       mail, then the mail still has a chance of landing in the priority folder, e.g., if it is about a meeting, or if it contains  at	least  two
       smileys.

	      :0 HB
	      * 	!^Precedence:.*(junk|bulk)
	      * 2000^0	 ^From:.*(john@home|claire@work)
	      * 2000^0	 ^Subject:.*meeting
	      *  300^0	 ^Subject:.*Re:
	      * 1000^.75 elvis|presley
	      * -100^1	 ^>
	      *  350^.9  :-)
	      * -500^0	 ^From:.*(boss|jane|henry)@work
	      * -100^3	 > 2000
	      priority_folder

       If  you	are  subscribed  to  a	mailinglist, and just would like to read the quality mails, then the following recipes could do the trick.
       First we make sure that the mail is coming from the mailinglist.  Then we check if it is from certain persons of whom we value the opinion,
       or about a subject we absolutely want to know everything about.	If it is, file it.  Otherwise, check if the ratio of quoted lines to orig-
       inal lines is at most 1:2.  If it exceeds that, ditch the mail.	Everything that survived the previous test, is filed.

	      :0
	      ^From mailinglist-request@some.where
	      {
		:0:
		* ^(From:.*(paula|bill)|Subject:.*skiing)
		mailinglist

		:0 Bh
		*  20^1 ^>
		* -10^1 ^[^>]
		/dev/null

		:0:
		mailinglist
	      }

       For further examples you should look in the procmailex(5) man page.

CAVEATS

       Because this speeds up the search by an order of magnitude, the procmail internal egrep will always search for the leftmost shortest match,
       unless  it  is  determining  what to assign to MATCH, in which case it searches the leftmost longest match.  E.g. for the leftmost shortest
       match, by itself, the regular expression:

       .*     will always match a zero length string at the same spot.

       .+     will always match one character (except newlines of course).

SEE ALSO

       procmail(1), procmailrc(5), procmailex(5), sh(1), csh(1), egrep(1), grep(1),

BUGS

       If, in a length condition, you specify an x that causes an overflow, procmail is at the mercy of the pow(3) function in	your  mathematical
       library.

       Floating point numbers in `engineering' format (e.g., 12e5) are not accepted.

MISCELLANEOUS

       As soon as `plus infinity' (2147483647) is reached, any subsequent weighted conditions will simply be skipped.

       As soon as `minus infinity' (-2147483647) is reached, the condition will be considered as `no match' and the recipe will terminate early.

NOTES

       If in a regular expression weighted formula 0<x<1, the total added score for this condition will asymptotically approach:

		 w
	      -------
	       1 - x

       In order to reach half the maximum value you need

		   - ln 2
	      n = --------
		     ln x

       matches.

AUTHORS

       Stephen R. van den Berg
	      <srb@cuci.nl>
       Philip A. Guenther
	      <guenther@sendmail.com>

BuGless 							    2001/08/04							     PROCMAILSC(5)