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Revision 3808 - (download) (as text) (annotate)
Tue Dec 13 18:23:46 2005 UTC (7 years, 5 months ago) by sh002i
File size: 176254 byte(s)
give answer is equivalent message regardless of correctness.
fixes bug #752.

    1 # This file is PGanswermacros.pl
    2 # This includes the subroutines for the ANS macros, that
    3 # is, macros allowing a more flexible answer checking
    4 ####################################################################
    5 # Copyright @ 1995-2000 University of Rochester
    6 # All Rights Reserved
    7 ####################################################################
    8 #$Id$
    9 
   10 =head1 NAME
   11 
   12   PGanswermacros.pl -- located in the courseScripts directory
   13 
   14 =head1 SYNPOSIS
   15 
   16   Number Answer Evaluators:
   17     num_cmp() --  uses an input hash to determine parameters
   18 
   19     std_num_cmp(), std_num_cmp_list(), std_num_cmp_abs, std_num_cmp_abs_list()
   20     frac_num_cmp(), frac_num_cmp_list(), frac_num_cmp_abs, frac_num_cmp_abs_list()
   21     arith_num_cmp(), arith_num_cmp_list(), arith_num_cmp_abs, arith_num_cmp_abs_list()
   22     strict_num_cmp(), strict_num_cmp_list(), strict_num_cmp_abs, strict_num_cmp_abs_list()
   23     numerical_compare_with_units()  --  requires units as part of the answer
   24     std_num_str_cmp() --  also accepts a set of strings as possible answers
   25 
   26   Function Answer Evaluators:
   27     fun_cmp() --  uses an input hash to determine parameters
   28 
   29     function_cmp(), function_cmp_abs()
   30     function_cmp_up_to_constant(), function_cmp_up_to_constant_abs()
   31     multivar_function_cmp()
   32 
   33   String Answer Evaluators:
   34     str_cmp() --  uses an input hash to determine parameters
   35 
   36     std_str_cmp(), std_str_cmp_list(), std_cs_str_cmp(), std_cs_str_cmp_list()
   37     strict_str_cmp(), strict_str_cmp_list()
   38     ordered_str_cmp(), ordered_str_cmp_list(), ordered_cs_str_cmp(), ordered_cs_str_cmp_list()
   39     unordered_str_cmp(), unordered_str_cmp_list(), unordered_cs_str_cmp(), unordered_cs_str_cmp_list()
   40 
   41   Miscellaneous Answer Evaluators:
   42     checkbox_cmp()
   43     radio_cmp()
   44 
   45 =cut
   46 
   47 =head1 DESCRIPTION
   48 
   49 This file adds subroutines which create "answer evaluators" for checking
   50 answers. Each answer evaluator accepts a single input from a student answer,
   51 checks it and creates an output hash %ans_hash with seven or eight entries
   52 (the preview_latex_string is optional). The output hash is now being created
   53 with the AnswerHash package "class", which is located at the end of this file.
   54 This class is currently just a wrapper for the hash, but this might change in
   55 the future as new capabilities are added.
   56 
   57           score     =>  $correctQ,
   58           correct_ans   =>  $originalCorrEqn,
   59           student_ans   =>  $modified_student_ans
   60           original_student_ans  =>  $original_student_answer,
   61           ans_message   =>  $PGanswerMessage,
   62           type      =>  'typeString',
   63           preview_text_string =>  $preview_text_string,
   64           preview_latex_string  =>  $preview_latex_string
   65 
   66 
   67   $ans_hash{score}      --  a number between 0 and 1 indicating
   68                     whether the answer is correct. Fractions
   69                     allow the implementation of partial
   70                     credit for incorrect answers.
   71   $ans_hash{correct_ans}      --  The correct answer, as supplied by the
   72                     instructor and then formatted. This can
   73                     be viewed by the student after the answer date.
   74   $ans_hash{student_ans}      --  This is the student answer, after reformatting;
   75                     for example the answer might be forced
   76                     to capital letters for comparison with
   77                     the instructors answer. For a numerical
   78                     answer, it gives the evaluated answer.
   79                     This is displayed in the section reporting
   80                     the results of checking the student answers.
   81   $ans_hash{original_student_ans}   --  This is the original student answer. This is displayed
   82                     on the preview page and may be used for sticky answers.
   83   $ans_hash{ans_message}      --  Any error message, or hint provided by the answer evaluator.
   84                     This is also displayed in the section reporting
   85                     the results of checking the student answers.
   86   $ans_hash{type}       --  A string indicating the type of answer evaluator. This
   87                     helps in preprocessing the student answer for errors.
   88                     Some examples:
   89                       'number_with_units'
   90                       'function'
   91                       'frac_number'
   92                       'arith_number'
   93   $ans_hash{preview_text_string}    --  This typically shows how the student answer was parsed. It is
   94                     displayed on the preview page. For a student answer of 2sin(3x)
   95                     this would be 2*sin(3*x). For string answers it is typically the
   96                     same as $ans_hash{student_ans}.
   97   $ans_hash{preview_latex_string}   --  THIS IS OPTIONAL. This is latex version of the student answer
   98                     which is used to show a typeset view on the answer on the preview
   99                     page. For a student answer of 2/3, this would be \frac{2}{3}.
  100 
  101 Technical note: the routines in this file are not actually answer evaluators. Instead, they create
  102 answer evaluators. An answer evaluator is an anonymous subroutine, referenced by a named scalar. The
  103 routines in this file build the subroutine and return a reference to it. Later, when the student
  104 actually enters an answer, the problem processor feeds that answer to the referenced subroutine, which
  105 evaluates it and returns a score (usually 0 or 1). For most users, this distinction is unimportant, but
  106 if you plan on writing your own answer evaluators, you should understand this point.
  107 
  108 =cut
  109 
  110 BEGIN {
  111   be_strict(); # an alias for use strict.  This means that all global variable must contain main:: as a prefix.
  112 }
  113 
  114 
  115 my ($BR                   ,   # convenient localizations.
  116   $PAR                  ,
  117   $numRelPercentTolDefault    ,
  118   $numZeroLevelDefault      ,
  119   $numZeroLevelTolDefault     ,
  120   $numAbsTolDefault         ,
  121   $numFormatDefault         ,
  122   $functRelPercentTolDefault      ,
  123   $functZeroLevelDefault      ,
  124   $functZeroLevelTolDefault   ,
  125   $functAbsTolDefault         ,
  126   $functNumOfPoints         ,
  127   $functVarDefault          ,
  128   $functLLimitDefault         ,
  129   $functULimitDefault         ,
  130   $functMaxConstantOfIntegration  ,
  131   $CA                             ,
  132   $rh_envir                       ,
  133   $useBaseTenLog                  ,
  134   $inputs_ref                     ,
  135   $QUESTIONNAIRE_ANSWERS          ,
  136   $user_context,
  137   $Context,
  138 );
  139 
  140 
  141 
  142 
  143 sub _PGanswermacros_init {
  144 
  145      $BR                              =   main::PG_restricted_eval(q!$main::BR!);
  146      $PAR                             =   main::PG_restricted_eval(q!$main::PAR!);
  147 
  148     # import defaults
  149     # these are now imported from the %envir variable
  150      $numRelPercentTolDefault     = main::PG_restricted_eval(q!$main::numRelPercentTolDefault!);
  151      $numZeroLevelDefault       = main::PG_restricted_eval(q!$main::numZeroLevelDefault!);
  152      $numZeroLevelTolDefault      = main::PG_restricted_eval(q!$main::numZeroLevelTolDefault!);
  153      $numAbsTolDefault            = main::PG_restricted_eval(q!$main::numAbsTolDefault!);
  154      $numFormatDefault            = main::PG_restricted_eval(q!$main::numFormatDefault!);
  155      $functRelPercentTolDefault     = main::PG_restricted_eval(q!$main::functRelPercentTolDefault!);
  156      $functZeroLevelDefault       = main::PG_restricted_eval(q!$main::functZeroLevelDefault!);
  157      $functZeroLevelTolDefault      = main::PG_restricted_eval(q!$main::functZeroLevelTolDefault!);
  158      $functAbsTolDefault        = main::PG_restricted_eval(q!$main::functAbsTolDefault!);
  159      $functNumOfPoints            = main::PG_restricted_eval(q!$main::functNumOfPoints!);
  160      $functVarDefault           = main::PG_restricted_eval(q!$main::functVarDefault!);
  161      $functLLimitDefault        = main::PG_restricted_eval(q!$main::functLLimitDefault!);
  162      $functULimitDefault        = main::PG_restricted_eval(q!$main::functULimitDefault!);
  163      $functMaxConstantOfIntegration   = main::PG_restricted_eval(q!$main::functMaxConstantOfIntegration!);
  164      $rh_envir                          =   main::PG_restricted_eval(q!\%main::envir!);
  165      $useBaseTenLog                     =   main::PG_restricted_eval(q!$main::useBaseTenLog!);
  166      $inputs_ref                        =   main::PG_restricted_eval(q!$main::inputs_ref!);
  167      $QUESTIONNAIRE_ANSWERS       =   '';
  168 
  169      if (!main::PG_restricted_eval(q!$main::useOldAnswerMacros!)) {
  170        $user_context = main::PG_restricted_eval(q!\%context!);
  171        $Context = sub {Parser::Context->current($user_context,@_)};
  172      }
  173 }
  174 
  175 
  176 
  177 ##########################################################################
  178 
  179 #Note   use $rh_envir to read environment variables
  180 
  181 ##########################################################################
  182 ## Number answer evaluators
  183 
  184 =head2 Number Answer Evaluators
  185 
  186 Number answer evaluators take in a numerical answer, compare it to the correct answer,
  187 and return a score. In addition, they can choose to accept or reject an answer based on
  188 its format, closeness to the correct answer, and other criteria. There are two types
  189 of numerical answer evaluators: num_cmp(), which takes a hash of named options as parameters,
  190 and the "mode"_num_cmp() variety, which use different functions to access different sets of
  191 options. In addition, there is the special case of std_num_str_cmp(), which can evaluate
  192 both numbers and strings.
  193 
  194 Numerical Comparison Options
  195 
  196   correctAnswer   --  This is the correct answer that the student answer will
  197             be compared to. However, this does not mean that the
  198             student answer must match this exactly. How close the
  199             student answer must be is determined by the other
  200             options, especially tolerance and format.
  201 
  202   tolerance   --  These options determine how close the student answer
  203             must be to the correct answer to qualify. There are two
  204             types of tolerance: relative and absolute. Relative
  205             tolerances are given in percentages. A relative
  206             tolerance of 1 indicates that the student answer must
  207             be within 1% of the correct answer to qualify as correct.
  208             In other words, a student answer is correct when
  209               abs(studentAnswer - correctAnswer) <= abs(.01*relpercentTol*correctAnswer)
  210             Using absolute tolerance, the student answer must be a
  211             fixed distance from the correct answer to qualify.
  212             For example, an absolute tolerance of 5 means that any
  213             number which is +-5 of the correct answer qualifies as correct.
  214               Final (rarely used) tolerance options are zeroLevel
  215             and zeroLevelTol, used in conjunction with relative
  216             tolerance. if correctAnswer has absolute value less than
  217             or equal to zeroLevel, then the student answer must be,
  218             in absolute terms, within zeroLevelTol of correctAnswer, i.e.,
  219               abs(studentAnswer - correctAnswer) <= zeroLevelTol.
  220             In other words, if the correct answer is very near zero,
  221             an absolute tolerance will be used. One must do this to
  222             handle floating point answers very near zero, because of
  223             the inaccuracy of floating point arithmetic. However, the
  224             default values are almost always adequate.
  225 
  226   mode      --  This determines the allowable methods for entering an
  227             answer. Answers which do not meet this requirement will
  228             be graded as incorrect, regardless of their numerical
  229             value. The recognized modes are:
  230               'std' (default) --  allows any expression which evaluates
  231                         to a number, including those using
  232                         elementary functions like sin() and
  233                         exp(), as well as the operations of
  234                         arithmetic (+, -, *, /, ^)
  235               'strict'  --  only decimal numbers are allowed
  236               'frac'    --  whole numbers and fractions are allowed
  237               'arith'   --  arithmetic expressions are allowed, but
  238                         no functions
  239             Note that all modes allow the use of "pi" and "e" as
  240             constants, and also the use of "E" to represent scientific
  241             notation.
  242 
  243   format      --  The format to use when displaying the correct and
  244             submitted answers. This has no effect on how answers are
  245             evaluated; it is only for cosmetic purposes. The
  246             formatting syntax is the same as Perl uses for the sprintf()
  247             function. Format strings are of the form '%m.nx' or '%m.nx#',
  248             where m and n are described below, and x is a formatter.
  249               Esentially, m is the minimum length of the field
  250             (make this negative to left-justify). Note that the decimal
  251             point counts as a character when determining the field width.
  252             If m begins with a zero, the number will be padded with zeros
  253             instead of spaces to fit the field.
  254               The precision specifier (n) works differently, depending
  255             on which formatter you are using. For d, i, o, u, x and X
  256             formatters (non-floating point formatters), n is the minimum
  257             number of digits to display. For e and f, it is the number of
  258             digits that appear after the decimal point (extra digits will
  259             be rounded; insufficient digits will be padded with spaces--see
  260             '#' below). For g, it is the number of significant digits to
  261             display.
  262               The full list of formatters can be found in the manpage
  263             for printf(3), or by typing "perldoc -f sprintf" at a
  264             terminal prompt. The following is a brief summary of the
  265             most frequent formatters:
  266               d --  decimal number
  267               ld  --  long decimal number
  268               u --  unsigned decimal number
  269               lu  --  long unsigned decimal number
  270               x --  hexadecimal number
  271               o --  octal number
  272               e --  floating point number in scientific notation
  273               f --  floating point number
  274               g --  either e or f, whichever takes less space
  275             Technically, g will use e if the exponent is less than -4 or
  276             greater than or equal to the precision. Trailing zeros are
  277             removed in this mode.
  278               If the format string ends in '#', trailing zeros will be
  279             removed in the decimal part. Note that this is not a standard
  280             syntax; it is handled internally by WeBWorK and not by Perl
  281             (although this should not be a concern to end users).
  282             The default format is '%0.5f#', which displays as a floating
  283             point number with 5 digits of precision and no trailing zeros.
  284             Other useful format strings might be '%0.2f' for displaying
  285             dollar amounts, or '%010d' to display an integer with leading
  286             zeros. Setting format to an empty string ( '' ) means no
  287             formatting will be used; this will show 'arbitrary' precision
  288             floating points.
  289 
  290 Default Values (As of 7/24/2000) (Option -- Variable Name -- Value)
  291 
  292   Format          --  $numFormatDefault   --  "%0.5f#"
  293   Relative Tolerance    --  $numRelPercentTolDefault  --  .1
  294   Absolute Tolerance    --  $numAbsTolDefault   --  .001
  295   Zero Level        --  $numZeroLevelDefault    --  1E-14
  296   Zero Level Tolerance  --  $numZeroLevelTolDefault   --  1E-12
  297 
  298 =cut
  299 
  300 
  301 =head3 num_cmp()
  302 
  303 Compares a number or a list of numbers, using a named hash of options to set
  304 parameters. This can make for more readable code than using the "mode"_num_cmp()
  305 style, but some people find one or the other easier to remember.
  306 
  307 ANS( num_cmp( answer or answer_array_ref, options_hash ) );
  308 
  309   1. the correct answer, or a reference to an array of correct answers
  310   2. a hash with the following keys (all optional):
  311     mode      --  'std' (default) (allows any expression evaluating to
  312                 a number)
  313               'strict' (only numbers are allowed)
  314               'frac' (fractions are allowed)
  315               'arith' (arithmetic expressions allowed)
  316     format      --  '%0.5f#' (default); defines formatting for the
  317                 correct answer
  318     tol       --  an absolute tolerance, or
  319     relTol      --  a relative tolerance
  320     units     --  the units to use for the answer(s)
  321     strings     --  a reference to an array of strings which are valid
  322                 answers (works like std_num_str_cmp() )
  323     zeroLevel   --  if the correct answer is this close to zero,
  324                  then zeroLevelTol applies
  325     zeroLevelTol  --  absolute tolerance to allow when answer is close
  326                  to zero
  327 
  328     debug     --  if set to 1, provides verbose listing of
  329                 hash entries throughout fliters.
  330 
  331   Returns an answer evaluator, or (if given a reference to an array of
  332   answers), a list of answer evaluators. Note that a reference to an array of
  333   answers results is just a shortcut for writing a separate <code>num_cmp()</code> for each
  334   answer.
  335 
  336 EXAMPLES:
  337 
  338   num_cmp( 5 )          --  correct answer is 5, using defaults
  339                   for all options
  340   num_cmp( [5,6,7] )        --  correct answers are 5, 6, and 7,
  341                   using defaults for all options
  342   num_cmp( 5, mode => 'strict' )  --  correct answer is 5, mode is strict
  343   num_cmp( [5,6], relTol => 5 ) --  correct answers are 5 and 6,
  344                     both with 5% relative tolerance
  345   num_cmp( 6, strings => ["Inf", "Minf", "NaN"] )
  346                   --  correct answer is 6, "Inf", "Minf",
  347                    and "NaN" recognized as valid, but
  348                    incorrect answers.
  349   num_cmp( "-INF", strings => ["INF", "-INF"] )
  350                   --  correct answer is "-INF", "INF" and
  351                    numerical expressions recognized as valid,
  352                    but incorrect answers.
  353 
  354 
  355 =cut
  356 
  357 sub num_cmp {
  358   my $correctAnswer = shift @_;
  359   $CA = $correctAnswer;
  360   my @opt = @_;
  361   my %out_options;
  362 
  363 #########################################################################
  364 # Retain this first check for backword compatibility.  Allows input of the form
  365 # num_cmp($ans, 1, '%0.5f') but warns against it
  366 #########################################################################
  367   my %known_options = (
  368           'mode'      =>  'std',
  369           'format'    =>  $numFormatDefault,
  370           'tol'     =>  $numAbsTolDefault,
  371           'relTol'    =>  $numRelPercentTolDefault,
  372           'units'     =>  undef,
  373           'strings'   =>  undef,
  374           'zeroLevel'   =>  $numZeroLevelDefault,
  375           'zeroLevelTol'  =>  $numZeroLevelTolDefault,
  376           'tolType'       =>  'relative',
  377           'tolerance'     =>  1,
  378           'reltol'    =>  undef,      #alternate spelling
  379           'unit'      =>  undef,      #alternate spelling
  380           'debug'     =>  0
  381         );
  382 
  383   my @output_list;
  384   my( $relPercentTol, $format, $zeroLevel, $zeroLevelTol) = @opt;
  385 
  386   unless( ref($correctAnswer) eq 'ARRAY' || scalar( @opt ) == 0 ||
  387         ( defined($opt[0]) and exists $known_options{$opt[0]} ) ) {
  388     # unless the first parameter is a list of arrays
  389     # or the second parameter is a known option or
  390     # no options were used,
  391     # use the old num_cmp which does not use options, but has inputs
  392     # $relPercentTol,$format,$zeroLevel,$zeroLevelTol
  393     warn "This method of using num_cmp() is deprecated. Please rewrite this" .
  394           " problem using the options style of parameter passing (or" .
  395           " check that your first option is spelled correctly).";
  396 
  397     %out_options = (  'relTol'    => $relPercentTol,
  398           'format'    => $format,
  399           'zeroLevel'   => $zeroLevel,
  400           'zeroLevelTol'  => $zeroLevelTol,
  401           'mode'      => 'std'
  402     );
  403   }
  404 
  405 #########################################################################
  406 # Now handle the options assuming they are entered in the form
  407 # num_cmp($ans, relTol=>1, format=>'%0.5f')
  408 #########################################################################
  409   %out_options = @opt;
  410   assign_option_aliases( \%out_options,
  411         'reltol'    =>      'relTol',
  412         'unit'      =>      'units',
  413         'abstol'  =>    'tol',
  414         );
  415 
  416   set_default_options( \%out_options,
  417            'tolType'    =>  (defined($out_options{'tol'}) ) ? 'absolute' : 'relative',  # the existence of "tol" means that we use absolute tolerance mode
  418            'tolerance'    =>  (defined($out_options{'tolType'}) && $out_options{'tolType'} eq 'absolute' ) ? $numAbsTolDefault : $numRelPercentTolDefault,  # relative tolerance is the default
  419            'mode'       =>  'std',
  420            'format'   =>  $numFormatDefault,
  421            'tol'        =>  undef,
  422            'relTol'   =>  undef,
  423            'units'    =>  undef,
  424            'strings'    =>  undef,
  425            'zeroLevel'  =>  $numZeroLevelDefault,
  426            'zeroLevelTol' =>  $numZeroLevelTolDefault,
  427            'debug'    =>  0,
  428   );
  429 
  430   # can't use both units and strings
  431   if( defined( $out_options{'units'} ) && defined( $out_options{'strings'} ) ) {
  432     warn "Can't use both 'units' and 'strings' in the same problem " .
  433     "(check your parameters to num_cmp() )";
  434   }
  435 
  436   # absolute tolType and relTol are incompatible. So are relative tolType and tol
  437   if( defined( $out_options{'relTol'} ) &&  $out_options{'tolType'} eq 'absolute' )  {
  438     warn "The 'tolType' 'absolute' is not compatible with 'relTol' " .
  439     "(check your parameters to num_cmp() )";
  440   }
  441   if( defined( $out_options{'tol'} ) &&  $out_options{'tolType'} eq 'relative' )  {
  442     warn "The 'tolType' 'relative' is not compatible with 'tol' " .
  443     "(check your parameters to num_cmp() )";
  444   }
  445 
  446 
  447   # Handle legacy options
  448     if ($out_options{tolType} eq 'absolute')   {
  449     $out_options{'tolerance'}=$out_options{'tol'} if defined($out_options{'tol'});
  450     delete($out_options{'relTol'}) if exists( $out_options{'relTol'} );
  451   } else {
  452     $out_options{'tolerance'}=$out_options{'relTol'} if defined($out_options{'relTol'});
  453     # delete($out_options{'tol'}) if exists( $out_options{'tol'} );
  454   }
  455   # end legacy options
  456 
  457   # thread over lists
  458   my @ans_list = ();
  459 
  460   if ( ref($correctAnswer) eq 'ARRAY' ) {
  461     @ans_list = @{$correctAnswer};
  462   }
  463   else { push( @ans_list, $correctAnswer );
  464   }
  465 
  466   # produce answer evaluators
  467   foreach my $ans (@ans_list) {
  468     if( defined( $out_options{'units'} ) ) {
  469       $ans = "$ans $out_options{'units'}";
  470 
  471       push( @output_list, NUM_CMP(  'correctAnswer'       =>  $ans,
  472               'tolerance'   =>  $out_options{'tolerance'},
  473               'tolType'   =>  $out_options{'tolType'},
  474               'format'    =>  $out_options{'format'},
  475               'mode'      =>  $out_options{'mode'},
  476               'zeroLevel'   =>  $out_options{'zeroLevel'},
  477               'zeroLevelTol'  =>  $out_options{'zeroLevelTol'},
  478               'debug'     =>  $out_options{'debug'},
  479               'units'     =>  $out_options{'units'},
  480             )
  481       );
  482     } elsif( defined( $out_options{'strings'} ) ) {
  483 
  484 
  485       push( @output_list, NUM_CMP(  'correctAnswer' =>  $ans,
  486               'tolerance' =>  $out_options{tolerance},
  487               'tolType' =>  $out_options{tolType},
  488               'format'  =>  $out_options{'format'},
  489               'mode'    =>  $out_options{'mode'},
  490               'zeroLevel' =>  $out_options{'zeroLevel'},
  491               'zeroLevelTol'  =>  $out_options{'zeroLevelTol'},
  492               'debug'   =>  $out_options{'debug'},
  493               'strings' =>  $out_options{'strings'},
  494          )
  495          );
  496     } else {
  497       push(@output_list,
  498         NUM_CMP(  'correctAnswer'       =>  $ans,
  499           'tolerance'   =>  $out_options{tolerance},
  500           'tolType'   =>  $out_options{tolType},
  501           'format'    =>  $out_options{'format'},
  502           'mode'      =>  $out_options{'mode'},
  503           'zeroLevel'   =>  $out_options{'zeroLevel'},
  504           'zeroLevelTol'        =>  $out_options{'zeroLevelTol'},
  505           'debug'     =>  $out_options{'debug'},
  506         ),
  507       );
  508       }
  509   }
  510 
  511   return (wantarray) ? @output_list : $output_list[0];
  512 }
  513 
  514 #legacy code for compatability purposes
  515 sub num_rel_cmp {   # compare numbers
  516     std_num_cmp( @_ );
  517 }
  518 
  519 
  520 =head3 "mode"_num_cmp() functions
  521 
  522 There are 16 functions total, 4 for each mode (std, frac, strict, arith). Each mode has
  523 one "normal" function, one which accepts a list of answers, one which uses absolute
  524 rather than relative tolerance, and one which uses absolute tolerance and accepts a list.
  525 The "std" family is documented below; all others work precisely the same.
  526 
  527  std_num_cmp($correctAnswer) OR
  528  std_num_cmp($correctAnswer, $relPercentTol) OR
  529  std_num_cmp($correctAnswer, $relPercentTol, $format) OR
  530  std_num_cmp($correctAnswer, $relPercentTol, $format, $zeroLevel) OR
  531  std_num_cmp($correctAnswer, $relPercentTol, $format, $zeroLevel, $zeroLevelTol)
  532 
  533   $correctAnswer  --  the correct answer
  534   $relPercentTol  --  the tolerance, as a percentage (optional)
  535   $format   --  the format of the displayed answer (optional)
  536   $zeroLevel  --  if the correct answer is this close to zero, then zeroLevelTol applies (optional)
  537   $zeroLevelTol --  absolute tolerance to allow when correct answer is close to zero (optional)
  538 
  539   std_num_cmp() uses standard mode (arithmetic operations and elementary
  540   functions allowed) and relative tolerance. Options are specified by
  541   one or more parameters. Note that if you wish to set an option which
  542   is later in the parameter list, you must set all previous options.
  543 
  544  std_num_cmp_abs($correctAnswer) OR
  545  std_num_cmp_abs($correctAnswer, $absTol) OR
  546  std_num_cmp_abs($correctAnswer, $absTol, $format)
  547 
  548   $correctAnswer    --  the correct answer
  549   $absTol     --  an absolute tolerance (optional)
  550   $format     --  the format of the displayed answer (optional)
  551 
  552   std_num_cmp_abs() uses standard mode and absolute tolerance. Options
  553   are set as with std_num_cmp(). Note that $zeroLevel and $zeroLevelTol
  554   do not apply with absolute tolerance.
  555 
  556  std_num_cmp_list($relPercentTol, $format, @answerList)
  557 
  558   $relPercentTol    --  the tolerance, as a percentage
  559   $format     --  the format of the displayed answer(s)
  560   @answerList   --  a list of one or more correct answers
  561 
  562   std_num_cmp_list() uses standard mode and relative tolerance. There
  563   is no way to set $zeroLevel or $zeroLevelTol. Note that no
  564   parameters are optional. All answers in the list will be
  565   evaluated with the same set of parameters.
  566 
  567  std_num_cmp_abs_list($absTol, $format, @answerList)
  568 
  569   $absTol   --  an absolute tolerance
  570   $format   --  the format of the displayed answer(s)
  571   @answerList --  a list of one or more correct answers
  572 
  573   std_num_cmp_abs_list() uses standard mode and absolute tolerance.
  574   Note that no parameters are optional. All answers in the list will be
  575   evaluated with the same set of parameters.
  576 
  577  arith_num_cmp(), arith_num_cmp_list(), arith_num_cmp_abs(), arith_num_cmp_abs_list()
  578  strict_num_cmp(), strict_num_cmp_list(), strict_num_cmp_abs(), strict_num_cmp_abs_list()
  579  frac_num_cmp(), frac_num_cmp_list(), frac_num_cmp_abs(), frac_num_cmp_abs_list()
  580 
  581 Examples:
  582 
  583   ANS( strict_num_cmp( 3.14159 ) )  --  The student answer must be a number
  584     in decimal or scientific notation which is within .1 percent of 3.14159.
  585     This assumes $numRelPercentTolDefault has been set to .1.
  586   ANS( strict_num_cmp( $answer, .01 ) ) --  The student answer must be a
  587     number within .01 percent of $answer (e.g. 3.14159 if $answer is 3.14159
  588     or $answer is "pi" or $answer is 4*atan(1)).
  589   ANS( frac_num_cmp( $answer) ) or ANS( frac_num_cmp( $answer,.01 ))  --
  590     The student answer can be a number or fraction, e.g. 2/3.
  591   ANS( arith_num_cmp( $answer) ) or ANS( arith_num_cmp( $answer,.01 ))  --
  592     The student answer can be an arithmetic expression, e.g. (2+3)/7-2^.5 .
  593   ANS( std_num_cmp( $answer) ) or ANS( std_num_cmp( $answer,.01 ))  --
  594     The student answer can contain elementary functions, e.g. sin(.3+pi/2)
  595 
  596 =cut
  597 
  598 sub std_num_cmp {           # compare numbers allowing use of elementary functions
  599     my ( $correctAnswer, $relPercentTol, $format, $zeroLevel, $zeroLevelTol ) = @_;
  600 
  601   my %options = ( 'relTol'        =>  $relPercentTol,
  602             'format'    =>  $format,
  603             'zeroLevel'   =>  $zeroLevel,
  604             'zeroLevelTol'  =>  $zeroLevelTol
  605     );
  606 
  607     set_default_options( \%options,
  608        'tolType'      =>  'relative',
  609        'tolerance'    =>  $numRelPercentTolDefault,
  610        'mode'       =>  'std',
  611        'format'     =>  $numFormatDefault,
  612        'relTol'     =>  $numRelPercentTolDefault,
  613        'zeroLevel'    =>  $numZeroLevelDefault,
  614        'zeroLevelTol' =>  $numZeroLevelTolDefault,
  615        'debug'        =>  0,
  616     );
  617 
  618     num_cmp([$correctAnswer], %options);
  619 }
  620 
  621 ##  Similar to std_num_cmp but accepts a list of numbers in the form
  622 ##  std_num_cmp_list(relpercentTol,format,ans1,ans2,ans3,...)
  623 ##  format is of the form "%10.3g" or "", i.e., a format suitable for sprintf(). Use "" for default
  624 ##  You must enter a format and tolerance
  625 
  626 sub std_num_cmp_list {
  627   my ( $relPercentTol, $format, @answerList) = @_;
  628 
  629   my %options = ( 'relTol'  =>      $relPercentTol,
  630       'format'        =>      $format,
  631   );
  632 
  633   set_default_options( \%options,
  634            'tolType'      =>      'relative',
  635            'tolerance'    =>      $numRelPercentTolDefault,
  636            'mode'         =>      'std',
  637            'format'       =>      $numFormatDefault,
  638            'relTol'       =>      $numRelPercentTolDefault,
  639            'zeroLevel'    =>      $numZeroLevelDefault,
  640            'zeroLevelTol' =>      $numZeroLevelTolDefault,
  641            'debug'        =>      0,
  642   );
  643 
  644   num_cmp(\@answerList, %options);
  645 
  646 }
  647 
  648 sub std_num_cmp_abs {     # compare numbers allowing use of elementary functions with absolute tolerance
  649   my ( $correctAnswer, $absTol, $format) = @_;
  650   my %options = ( 'tolerance'  => $absTol,
  651             'format'     => $format
  652   );
  653 
  654   set_default_options (\%options,
  655            'tolType'      =>      'absolute',
  656            'tolerance'    =>      $absTol,
  657            'mode'         =>      'std',
  658            'format'       =>      $numFormatDefault,
  659            'zeroLevel'    =>      0,
  660            'zeroLevelTol' =>      0,
  661            'debug'        =>      0,
  662   );
  663 
  664   num_cmp([$correctAnswer], %options);
  665 }
  666 
  667 ##  See std_num_cmp_list for usage
  668 
  669 sub std_num_cmp_abs_list {
  670   my ( $absTol, $format, @answerList ) = @_;
  671 
  672         my %options = ( 'tolerance'         =>      $absTol,
  673                         'format'            =>      $format,
  674   );
  675 
  676         set_default_options( \%options,
  677                              'tolType'      =>      'absolute',
  678                              'tolerance'    =>      $absTol,
  679                              'mode'         =>      'std',
  680                              'format'       =>      $numFormatDefault,
  681                              'zeroLevel'    =>      0,
  682                              'zeroLevelTol' =>      0,
  683                              'debug'        =>      0,
  684         );
  685 
  686         num_cmp(\@answerList, %options);
  687 }
  688 
  689 sub frac_num_cmp {            # only allow fractions and numbers as submitted answer
  690 
  691   my ( $correctAnswer, $relPercentTol, $format, $zeroLevel, $zeroLevelTol ) = @_;
  692 
  693   my %options = ( 'relTol'   =>   $relPercentTol,
  694           'format'     =>   $format,
  695           'zeroLevel'  =>   $zeroLevel,
  696           'zeroLevelTol'   =>   $zeroLevelTol
  697   );
  698 
  699   set_default_options( \%options,
  700          'tolType'     =>   'relative',
  701          'tolerance'   =>   $relPercentTol,
  702          'mode'      =>   'frac',
  703          'format'    =>   $numFormatDefault,
  704          'zeroLevel'   =>   $numZeroLevelDefault,
  705          'zeroLevelTol'  =>   $numZeroLevelTolDefault,
  706          'relTol'    =>   $numRelPercentTolDefault,
  707          'debug'     =>   0,
  708    );
  709 
  710   num_cmp([$correctAnswer], %options);
  711 }
  712 
  713 ##  See std_num_cmp_list for usage
  714 sub frac_num_cmp_list {
  715   my ( $relPercentTol, $format, @answerList ) = @_;
  716 
  717   my %options = (      'relTol'  =>   $relPercentTol,
  718                'format'    =>   $format
  719   );
  720 
  721   set_default_options( \%options,
  722        'tolType'     =>   'relative',
  723        'tolerance'   =>   $relPercentTol,
  724        'mode'      =>   'frac',
  725        'format'    =>   $numFormatDefault,
  726        'zeroLevel'   =>   $numZeroLevelDefault,
  727        'zeroLevelTol'  =>   $numZeroLevelTolDefault,
  728        'relTol'    =>   $numRelPercentTolDefault,
  729        'debug'     =>   0,
  730   );
  731 
  732   num_cmp(\@answerList, %options);
  733 }
  734 
  735 sub frac_num_cmp_abs {      # only allow fraction expressions as submitted answer with absolute tolerance
  736     my ( $correctAnswer, $absTol, $format ) = @_;
  737 
  738     my %options = (             'tolerance'    =>     $absTol,
  739               'format'       =>     $format
  740     );
  741 
  742   set_default_options (\%options,
  743       'tolType'    =>   'absolute',
  744       'tolerance'    =>   $absTol,
  745       'mode'       =>   'frac',
  746       'format'     =>   $numFormatDefault,
  747       'zeroLevel'    =>   0,
  748       'zeroLevelTol' =>   0,
  749       'debug'      =>   0,
  750   );
  751 
  752     num_cmp([$correctAnswer], %options);
  753 }
  754 
  755 ##  See std_num_cmp_list for usage
  756 
  757 sub frac_num_cmp_abs_list {
  758     my ( $absTol, $format, @answerList ) = @_;
  759 
  760     my %options = (             'tolerance'    =>     $absTol,
  761               'format'       =>     $format
  762     );
  763 
  764     set_default_options (\%options,
  765        'tolType'      =>     'absolute',
  766        'tolerance'    =>     $absTol,
  767        'mode'         =>     'frac',
  768        'format'       =>     $numFormatDefault,
  769        'zeroLevel'    =>     0,
  770        'zeroLevelTol' =>     0,
  771        'debug'        =>     0,
  772     );
  773 
  774     num_cmp(\@answerList, %options);
  775 }
  776 
  777 
  778 sub arith_num_cmp {           # only allow arithmetic expressions as submitted answer
  779 
  780     my ( $correctAnswer, $relPercentTol, $format, $zeroLevel, $zeroLevelTol ) = @_;
  781 
  782     my %options = (     'relTol'      =>     $relPercentTol,
  783       'format'         =>     $format,
  784       'zeroLevel'      =>     $zeroLevel,
  785       'zeroLevelTol'   =>     $zeroLevelTol
  786     );
  787 
  788     set_default_options( \%options,
  789                         'tolType'       =>     'relative',
  790                         'tolerance'     =>     $relPercentTol,
  791                         'mode'          =>     'arith',
  792                         'format'        =>     $numFormatDefault,
  793                         'zeroLevel'     =>     $numZeroLevelDefault,
  794                         'zeroLevelTol'  =>     $numZeroLevelTolDefault,
  795                         'relTol'        =>     $numRelPercentTolDefault,
  796                         'debug'         =>     0,
  797     );
  798 
  799     num_cmp([$correctAnswer], %options);
  800 }
  801 
  802 ##  See std_num_cmp_list for usage
  803 sub arith_num_cmp_list {
  804     my ( $relPercentTol, $format, @answerList ) = @_;
  805 
  806     my %options = (     'relTol'     =>     $relPercentTol,
  807                         'format'        =>     $format,
  808     );
  809 
  810     set_default_options( \%options,
  811                          'tolType'       =>     'relative',
  812                          'tolerance'     =>     $relPercentTol,
  813                          'mode'          =>     'arith',
  814                          'format'        =>     $numFormatDefault,
  815                          'zeroLevel'     =>     $numZeroLevelDefault,
  816                          'zeroLevelTol'  =>     $numZeroLevelTolDefault,
  817                          'relTol'        =>     $numRelPercentTolDefault,
  818                          'debug'         =>     0,
  819     );
  820 
  821     num_cmp(\@answerList, %options);
  822 }
  823 
  824 sub arith_num_cmp_abs {     # only allow arithmetic expressions as submitted answer with absolute tolerance
  825     my ( $correctAnswer, $absTol, $format ) = @_;
  826 
  827     my %options = (      'tolerance'    =>     $absTol,
  828                          'format'       =>     $format
  829     );
  830 
  831     set_default_options (\%options,
  832                          'tolType'      =>     'absolute',
  833                          'tolerance'    =>     $absTol,
  834                          'mode'         =>     'arith',
  835                          'format'       =>     $numFormatDefault,
  836                          'zeroLevel'    =>     0,
  837                          'zeroLevelTol' =>     0,
  838                          'debug'        =>     0,
  839     );
  840 
  841     num_cmp([$correctAnswer], %options);
  842 }
  843 
  844 ##  See std_num_cmp_list for usage
  845 sub arith_num_cmp_abs_list {
  846     my ( $absTol, $format, @answerList ) = @_;
  847 
  848     my %options = (      'tolerance'    =>     $absTol,
  849                          'format'       =>     $format
  850     );
  851 
  852     set_default_options (\%options,
  853                          'tolType'      =>     'absolute',
  854                          'tolerance'    =>     $absTol,
  855                          'mode'         =>     'arith',
  856                          'format'       =>     $numFormatDefault,
  857                          'zeroLevel'    =>     0,
  858                          'zeroLevelTol' =>     0,
  859                          'debug'        =>     0,
  860     );
  861 
  862     num_cmp(\@answerList, %options);
  863 }
  864 
  865 sub strict_num_cmp {          # only allow numbers as submitted answer
  866     my ( $correctAnswer, $relPercentTol, $format, $zeroLevel, $zeroLevelTol ) = @_;
  867 
  868     my %options = (      'relTol'     =>     $relPercentTol,
  869                          'format'        =>     $format,
  870                          'zeroLevel'     =>     $zeroLevel,
  871                          'zeroLevelTol'  =>     $zeroLevelTol
  872     );
  873 
  874     set_default_options( \%options,
  875                          'tolType'       =>     'relative',
  876                          'tolerance'     =>     $relPercentTol,
  877                          'mode'          =>     'strict',
  878                          'format'        =>     $numFormatDefault,
  879                          'zeroLevel'     =>     $numZeroLevelDefault,
  880                          'zeroLevelTol'  =>     $numZeroLevelTolDefault,
  881                          'relTol'        =>     $numRelPercentTolDefault,
  882                          'debug'         =>     0,
  883     );
  884     num_cmp([$correctAnswer], %options);
  885 
  886 }
  887 
  888 ##  See std_num_cmp_list for usage
  889 sub strict_num_cmp_list {       # compare numbers
  890     my ( $relPercentTol, $format, @answerList ) = @_;
  891 
  892     my %options = (    'relTol'     =>     $relPercentTol,
  893        'format'        =>     $format,
  894     );
  895 
  896     set_default_options( \%options,
  897                          'tolType'       =>     'relative',
  898                          'tolerance'     =>     $relPercentTol,
  899                          'mode'          =>     'strict',
  900                          'format'        =>     $numFormatDefault,
  901                          'zeroLevel'     =>     $numZeroLevelDefault,
  902                          'zeroLevelTol'  =>     $numZeroLevelTolDefault,
  903                          'relTol'        =>     $numRelPercentTolDefault,
  904                          'debug'         =>     0,
  905     );
  906 
  907     num_cmp(\@answerList, %options);
  908 }
  909 
  910 
  911 sub strict_num_cmp_abs {        # only allow numbers as submitted answer with absolute tolerance
  912     my ( $correctAnswer, $absTol, $format ) = @_;
  913 
  914     my %options = (       'tolerance'    =>     $absTol,
  915                     'format'       =>     $format
  916     );
  917 
  918     set_default_options (\%options,
  919                          'tolType'      =>     'absolute',
  920                          'tolerance'    =>     $absTol,
  921                          'mode'         =>     'strict',
  922                          'format'       =>     $numFormatDefault,
  923                          'zeroLevel'    =>     0,
  924                          'zeroLevelTol' =>     0,
  925                          'debug'        =>     0,
  926     );
  927     num_cmp([$correctAnswer], %options);
  928 
  929 }
  930 
  931 ##  See std_num_cmp_list for usage
  932 sub strict_num_cmp_abs_list {     # compare numbers
  933     my ( $absTol, $format, @answerList ) = @_;
  934 
  935     my %options = (      'tolerance'    =>     $absTol,
  936                          'format'       =>     $format
  937     );
  938 
  939     set_default_options (\%options,
  940                          'tolType'      =>     'absolute',
  941                          'tolerance'    =>     $absTol,
  942                          'mode'         =>     'strict',
  943                          'format'       =>     $numFormatDefault,
  944                          'zeroLevel'    =>     0,
  945                          'zeroLevelTol' =>     0,
  946                          'debug'        =>     0,
  947     );
  948 
  949     num_cmp(\@answerList, %options);
  950 }
  951 
  952 ## sub numerical_compare_with_units
  953 ## Compares a number with units
  954 ## Deprecated; use num_cmp()
  955 ##
  956 ## IN:  a string which includes the numerical answer and the units
  957 ##    a hash with the following keys (all optional):
  958 ##      mode    --  'std', 'frac', 'arith', or 'strict'
  959 ##      format    --  the format to use when displaying the answer
  960 ##      tol   --  an absolute tolerance, or
  961 ##      relTol    --  a relative tolerance
  962 ##      zeroLevel --  if the correct answer is this close to zero, then zeroLevelTol applies
  963 ##      zeroLevelTol  --  absolute tolerance to allow when correct answer is close to zero
  964 
  965 # This mode is depricated.  send input through num_cmp -- it can handle units.
  966 
  967 sub numerical_compare_with_units {
  968   my $correct_answer = shift;  # the answer is a string which includes both the numerical answer and the units.
  969   my %options = @_;    # all of the other inputs are (key value) pairs
  970 
  971   # Prepare the correct answer
  972   $correct_answer = str_filters( $correct_answer, 'trim_whitespace' );
  973 
  974   # it surprises me that the match below works since the first .* is greedy.
  975   my ($correct_num_answer, $correct_units) = $correct_answer =~ /^(.*)\s+([^\s]*)$/;
  976   $options{units} = $correct_units;
  977 
  978   num_cmp($correct_num_answer, %options);
  979 }
  980 
  981 
  982 =head3 std_num_str_cmp()
  983 
  984 NOTE: This function is maintained for compatibility. num_cmp() with the
  985     'strings' parameter is slightly preferred.
  986 
  987 std_num_str_cmp() is used when the correct answer could be either a number or a
  988 string. For example, if you wanted the student to evaluate a function at number
  989 of points, but write "Inf" or "Minf" if the function is unbounded. This routine
  990 will provide error messages that do not give a hint as to whether the correct
  991 answer is a string or a number. For numerical comparisons, std_num_cmp() is
  992 used internally; for string comparisons, std_str_cmp() is used.  String answers
  993 must consist entirely of letters except that an initial minus sign is allowed.
  994 E.g. "inf" and "-inf" are valid strings where as "too-big" is not.
  995 
  996  std_num_str_cmp( $correctAnswer ) OR
  997  std_num_str_cmp( $correctAnswer, $ra_legalStrings ) OR
  998  std_num_str_cmp( $correctAnswer, $ra_legalStrings, $relPercentTol ) OR
  999  std_num_str_cmp( $correctAnswer, $ra_legalStrings, $relPercentTol, $format ) OR
 1000  std_num_str_cmp( $correctAnswer, $ra_legalStrings, $relPercentTol, $format, $zeroLevel ) OR
 1001  std_num_str_cmp( $correctAnswer, $ra_legalStrings, $relPercentTol, $format,
 1002           $zeroLevel, $zeroLevelTol )
 1003 
 1004   $correctAnswer    --  the correct answer
 1005   $ra_legalStrings  --  a reference to an array of legal strings, e.g. ["str1", "str2"]
 1006   $relPercentTol    --  the error tolerance as a percentage
 1007   $format     --  the display format
 1008   $zeroLevel    --  if the correct answer is this close to zero, then zeroLevelTol applies
 1009   $zeroLevelTol   --  absolute tolerance to allow when correct answer is close to zero
 1010 
 1011 Examples:
 1012   ANS( std_num_str_cmp( $ans, ["Inf", "Minf", "NaN"] ) );
 1013   ANS( std_num_str_cmp( $ans, ["INF", "-INF"] ) );
 1014 
 1015 =cut
 1016 
 1017 sub std_num_str_cmp {
 1018   my ( $correctAnswer, $ra_legalStrings, $relpercentTol, $format, $zeroLevel, $zeroLevelTol ) = @_;
 1019   # warn ('This method is depreciated.  Use num_cmp instead.');
 1020   return num_cmp ($correctAnswer, strings=>$ra_legalStrings, relTol=>$relpercentTol, format=>$format,
 1021     zeroLevel=>$zeroLevel, zeroLevelTol=>$zeroLevelTol);
 1022 }
 1023 
 1024 sub NUM_CMP {                              # low level numeric compare (now uses Parser)
 1025   return ORIGINAL_NUM_CMP(@_)
 1026     if main::PG_restricted_eval(q!$main::useOldAnswerMacros!);
 1027 
 1028   my %num_params = @_;
 1029 
 1030   #
 1031   #  check for required parameters
 1032   #
 1033   my @keys = qw(correctAnswer tolerance tolType format mode zeroLevel zeroLevelTol debug);
 1034   foreach my $key (@keys) {
 1035       warn "$key must be defined in options when calling NUM_CMP"
 1036         unless defined($num_params{$key});
 1037   }
 1038 
 1039   my $correctAnswer = $num_params{correctAnswer};
 1040   my $mode          = $num_params{mode};
 1041   my %options       = (debug => $num_params{debug});
 1042 
 1043   #
 1044   #  Hack to fix up exponential notation in correct answer
 1045   #  (e.g., perl will pass .0000001 as 1e-07).
 1046   #
 1047   $correctAnswer = uc($correctAnswer)
 1048     if $correctAnswer =~ m/e/ && Value::isNumber($correctAnswer);
 1049 
 1050   #
 1051   #  Get an apppropriate context based on the mode
 1052   #
 1053   my $context;
 1054   for ($mode) {
 1055     /^strict$/i    and do {
 1056       $context = $Parser::Context::Default::context{LimitedNumeric}->copy;
 1057       last;
 1058     };
 1059     /^arith$/i     and do {
 1060       $context = $Parser::Context::Default::context{LegacyNumeric}->copy;
 1061       $context->functions->disable('All');
 1062       last;
 1063     };
 1064     /^frac$/i  and do {
 1065       $context = $Parser::Context::Default::context{'LimitedNumeric-Fraction'}->copy;
 1066       last;
 1067     };
 1068 
 1069     # default
 1070     $context = $Parser::Context::Default::context{LegacyNumeric}->copy;
 1071   }
 1072   $context->{format}{number} = $num_params{'format'};
 1073   $context->strings->clear;
 1074   #  FIXME:  should clear variables as well? Copy them from the current context?
 1075 
 1076   #
 1077   #  Add the strings to the context
 1078   #
 1079   if ($num_params{strings}) {
 1080     foreach my $string (@{$num_params{strings}}) {
 1081       my %tex = ($string =~ m/^(-?)inf(inity)?$/i)? (TeX => "$1\\infty"): ();
 1082       %tex = (TeX => "-\\infty") if uc($string) eq "MINF";
 1083       $context->strings->add(uc($string) => {%tex})
 1084         unless $context->strings->get(uc($string));
 1085     }
 1086   }
 1087 
 1088   #
 1089   #  Set the tolerances
 1090   #
 1091   if ($num_params{tolType} eq 'absolute') {
 1092     $context->flags->set(
 1093       tolerance => $num_params{tolerance},
 1094       tolType => 'absolute',
 1095     );
 1096   } else {
 1097     $context->flags->set(
 1098       tolerance => .01*$num_params{tolerance},
 1099       tolType => 'relative',
 1100     );
 1101   }
 1102   $context->flags->set(
 1103     zeroLevel => $num_params{zeroLevel},
 1104     zeroLevelTol => $num_params{zeroLevelTol},
 1105   );
 1106 
 1107   #
 1108   #  Get the proper Parser object for the professor's answer
 1109   #  using the initialized context
 1110   #
 1111   my $oldContext = &$Context(); &$Context($context); my $r;
 1112   if ($num_params{units}) {
 1113     $r = new Parser::Legacy::NumberWithUnits($correctAnswer);
 1114           $options{rh_correct_units} = $num_params{units};
 1115   } else {
 1116     $r = Value::Formula->new($correctAnswer);
 1117     die "The professor's answer can't be a formula" unless $r->isConstant;
 1118     $r = $r->eval; $r = new Value::Real($r) unless Value::class($r) eq 'String';
 1119     $r->{correct_ans} = $correctAnswer;
 1120     if ($mode eq 'phase_pi') {
 1121       my $pi = 4*atan2(1,1);
 1122       while ($r >  $pi/2) {$r -= $pi}
 1123       while ($r < -$pi/2) {$r += $pi}
 1124     }
 1125   }
 1126   #
 1127   #  Get the answer checker from the parser object
 1128   #
 1129   my $cmp = $r->cmp(%options);
 1130   $cmp->install_pre_filter(sub {
 1131     my $rh_ans = shift;
 1132     $rh_ans->{original_student_ans} = $rh_ans->{student_ans};
 1133     $rh_ans->{original_correct_ans} = $rh_ans->{correct_ans};
 1134     return $rh_ans;
 1135   });
 1136   $cmp->install_post_filter(sub {
 1137     my $rh_ans = shift;
 1138     $rh_ans->{student_ans} = $rh_ans->{student_value}->string
 1139       if ref($rh_ans->{student_value});
 1140     return $rh_ans;
 1141   });
 1142   &$Context($oldContext);
 1143 
 1144   return $cmp;
 1145 }
 1146 
 1147 #
 1148 #  The original version, for backward compatibility
 1149 #  (can be removed when the Parser-based version is more fully tested.)
 1150 #
 1151 sub ORIGINAL_NUM_CMP {    # low level numeric compare
 1152   my %num_params = @_;
 1153 
 1154   my @keys = qw ( correctAnswer tolerance tolType format mode zeroLevel zeroLevelTol debug );
 1155   foreach my $key (@keys) {
 1156       warn "$key must be defined in options when calling NUM_CMP" unless defined ($num_params{$key});
 1157   }
 1158 
 1159   my $correctAnswer = $num_params{'correctAnswer'};
 1160   my $format        = $num_params{'format'};
 1161   my $mode        = $num_params{'mode'};
 1162 
 1163   if( $num_params{tolType} eq 'relative' ) {
 1164     $num_params{'tolerance'} = .01*$num_params{'tolerance'};
 1165   }
 1166 
 1167   my $formattedCorrectAnswer;
 1168   my $correct_units;
 1169   my $correct_num_answer;
 1170   my %correct_units;
 1171   my $corrAnswerIsString = 0;
 1172 
 1173 
 1174   if (defined($num_params{units}) && $num_params{units}) {
 1175     $correctAnswer  = str_filters( $correctAnswer, 'trim_whitespace' );
 1176             # units are in form stuff space units where units contains no spaces.
 1177 
 1178     ($correct_num_answer, $correct_units) = $correctAnswer =~ /^(.*)\s+([^\s]*)$/;
 1179     %correct_units = Units::evaluate_units($correct_units);
 1180     if ( defined( $correct_units{'ERROR'} ) ) {
 1181        warn ("ERROR: The answer \"$correctAnswer\" in the problem definition cannot be parsed:\n" .
 1182         "$correct_units{'ERROR'}\n");
 1183     }
 1184     # $formattedCorrectAnswer = spf($correct_num_answer,$num_params{'format'}) . " $correct_units";
 1185     $formattedCorrectAnswer = prfmt($correct_num_answer,$num_params{'format'}) . " $correct_units";
 1186 
 1187   } elsif (defined($num_params{strings}) && $num_params{strings}) {
 1188     my $legalString = '';
 1189     my @legalStrings = @{$num_params{strings}};
 1190     $correct_num_answer = $correctAnswer;
 1191     $formattedCorrectAnswer = $correctAnswer;
 1192     foreach $legalString (@legalStrings) {
 1193       if ( uc($correctAnswer) eq uc($legalString) ) {
 1194         $corrAnswerIsString = 1;
 1195 
 1196         last;
 1197       }
 1198     }     ## at this point $corrAnswerIsString = 0 iff correct answer is numeric
 1199   } else {
 1200     $correct_num_answer = $correctAnswer;
 1201     $formattedCorrectAnswer = prfmt( $correctAnswer, $num_params{'format'} );
 1202   }
 1203 
 1204   $correct_num_answer = math_constants($correct_num_answer);
 1205 
 1206   my $PGanswerMessage = '';
 1207 
 1208   my ($inVal,$correctVal,$PG_eval_errors,$PG_full_error_report);
 1209 
 1210   if (defined($correct_num_answer) && $correct_num_answer =~ /\S/ && $corrAnswerIsString == 0 ) {
 1211       ($correctVal, $PG_eval_errors,$PG_full_error_report) = PG_answer_eval($correct_num_answer);
 1212   } else { # case of a string answer
 1213     $PG_eval_errors = ' ';
 1214     $correctVal = $correctAnswer;
 1215   }
 1216 
 1217   if ( ($PG_eval_errors && $corrAnswerIsString == 0) or ((not is_a_number($correctVal)) && $corrAnswerIsString == 0)) {
 1218         ##error message from eval or above
 1219     warn "Error in 'correct' answer: $PG_eval_errors<br>
 1220           The answer $correctAnswer evaluates to $correctVal,
 1221           which cannot be interpreted as a number.  ";
 1222 
 1223   }
 1224   #########################################################################
 1225 
 1226   #construct the answer evaluator
 1227       my $answer_evaluator = new AnswerEvaluator;
 1228       $answer_evaluator->{debug} = $num_params{debug};
 1229       $answer_evaluator->ans_hash(
 1230                 correct_ans       =>  $correctVal,
 1231                 type          =>  "${mode}_number",
 1232                 tolerance       =>  $num_params{tolerance},
 1233               tolType         =>  $num_params{tolType},
 1234               units         =>  $correct_units,
 1235                 original_correct_ans  =>  $formattedCorrectAnswer,
 1236                 rh_correct_units    =>      \%correct_units,
 1237                 answerIsString      =>  $corrAnswerIsString,
 1238       );
 1239       my ($in, $formattedSubmittedAnswer);
 1240   $answer_evaluator->install_pre_filter(sub {my $rh_ans = shift;
 1241     $rh_ans->{original_student_ans} = $rh_ans->{student_ans}; $rh_ans;}
 1242   );
 1243 
 1244 
 1245 
 1246   if (defined($num_params{units}) && $num_params{units}) {
 1247       $answer_evaluator->install_pre_filter(\&check_units);
 1248   }
 1249   if (defined($num_params{strings}) && $num_params{strings}) {
 1250       $answer_evaluator->install_pre_filter(\&check_strings, %num_params);
 1251   }
 1252 
 1253   ## FIXME? - this pre filter was moved before check_units to allow
 1254   ##      for latex preview of answers with no units.
 1255   ##          seems to work but may have unintended side effects elsewhere.
 1256 
 1257   ##      Actually it caused trouble with the check strings package so it has been moved back
 1258   #       We'll try some other method  -- perhaps add code to fix_answer for display
 1259   $answer_evaluator->install_pre_filter(\&check_syntax);
 1260 
 1261   $answer_evaluator->install_pre_filter(\&math_constants);
 1262 
 1263   if ($mode eq 'std') {
 1264         # do nothing
 1265   } elsif ($mode eq 'strict') {
 1266     $answer_evaluator->install_pre_filter(\&is_a_number);
 1267   } elsif ($mode eq 'arith') {
 1268       $answer_evaluator->install_pre_filter(\&is_an_arithmetic_expression);
 1269     } elsif ($mode eq 'frac') {
 1270       $answer_evaluator->install_pre_filter(\&is_a_fraction);
 1271 
 1272     } elsif ($mode eq 'phase_pi') {
 1273       $answer_evaluator->install_pre_filter(\&phase_pi);
 1274 
 1275     } else {
 1276       $PGanswerMessage = 'Tell your professor that there is an error in his or her answer mechanism. No mode was specified.';
 1277       $formattedSubmittedAnswer = $in;
 1278     }
 1279 
 1280   if ($corrAnswerIsString == 0 ){   # avoiding running compare_numbers when correct answer is a string.
 1281     $answer_evaluator->install_evaluator(\&compare_numbers, %num_params);
 1282    }
 1283 
 1284 
 1285 ###############################################################################
 1286 # We'll leave these next lines out for now, so that the evaluated versions of the student's and professor's
 1287 # can be displayed in the answer message.  This may still cause a few anomolies when strings are used
 1288 #
 1289 ###############################################################################
 1290 
 1291   $answer_evaluator->install_post_filter(\&fix_answers_for_display);
 1292 
 1293       $answer_evaluator->install_post_filter(sub {my $rh_ans = shift;
 1294           return $rh_ans unless $rh_ans->catch_error('EVAL');
 1295           $rh_ans->{student_ans} = $rh_ans->{original_student_ans}. ' '. $rh_ans->{error_message};
 1296           $rh_ans->clear_error('EVAL'); } );
 1297       $answer_evaluator->install_post_filter(sub {my $rh_ans = shift; $rh_ans->clear_error('SYNTAX'); } );
 1298       $answer_evaluator->install_post_filter(sub {my $rh_ans = shift; $rh_ans->clear_error('UNITS'); } );
 1299       $answer_evaluator->install_post_filter(sub {my $rh_ans = shift; $rh_ans->clear_error('NUMBER'); } );
 1300       $answer_evaluator->install_post_filter(sub {my $rh_ans = shift; $rh_ans->clear_error('STRING'); } );
 1301       $answer_evaluator;
 1302 }
 1303 
 1304 
 1305 
 1306 ##########################################################################
 1307 ##########################################################################
 1308 ## Function answer evaluators
 1309 
 1310 =head2 Function Answer Evaluators
 1311 
 1312 Function answer evaluators take in a function, compare it numerically to a
 1313 correct function, and return a score. They can require an exactly equivalent
 1314 function, or one that is equal up to a constant. They can accept or reject an
 1315 answer based on specified tolerances for numerical deviation.
 1316 
 1317 Function Comparison Options
 1318 
 1319   correctEqn  --  The correct equation, specified as a string. It may include
 1320           all basic arithmetic operations, as well as elementary
 1321           functions. Variable usage is described below.
 1322 
 1323   Variables --  The independent variable(s). When comparing the correct
 1324           equation to the student equation, each variable will be
 1325           replaced by a certain number of numerical values. If
 1326           the student equation agrees numerically with the correct
 1327           equation, they are considered equal. Note that all
 1328           comparison is numeric; it is possible (although highly
 1329           unlikely and never a practical concern) for two unequal
 1330           functions to yield the same numerical results.
 1331 
 1332   Limits    --  The limits of evaluation for the independent variables.
 1333           Each variable is evaluated only in the half-open interval
 1334           [lower_limit, upper_limit). This is useful if the function
 1335           has a singularity or is not defined in a certain range.
 1336           For example, the function "sqrt(-1-x)" could be evaluated
 1337           in [-2,-1).
 1338 
 1339   Tolerance --  Tolerance in function comparisons works exactly as in
 1340           numerical comparisons; see the numerical comparison
 1341           documentation for a complete description. Note that the
 1342           tolerance does applies to the function as a whole, not
 1343           each point individually.
 1344 
 1345   Number of --  Specifies how many points to evaluate each variable at. This
 1346   Points      is typically 3, but can be set higher if it is felt that
 1347           there is a strong possibility of "false positives."
 1348 
 1349   Maximum   --  Sets the maximum size of the constant of integration. For
 1350   Constant of   technical reasons concerning floating point arithmetic, if
 1351   Integration   the additive constant, i.e., the constant of integration, is
 1352           greater (in absolute value) than maxConstantOfIntegration
 1353           AND is greater than maxConstantOfIntegration times the
 1354           correct value, WeBWorK will give an error message saying
 1355           that it can not handle such a large constant of integration.
 1356           This is to prevent e.g. cos(x) + 1E20 or even 1E20 as being
 1357           accepted as a correct antiderivatives of sin(x) since
 1358           floating point arithmetic cannot tell the difference
 1359           between cos(x) + 1E20, 1E20, and -cos(x) + 1E20.
 1360 
 1361 Technical note: if you examine the code for the function routines, you will see
 1362 that most subroutines are simply doing some basic error-checking and then
 1363 passing the parameters on to the low-level FUNCTION_CMP(). Because this routine
 1364 is set up to handle multivariable functions, with single-variable functions as
 1365 a special case, it is possible to pass multivariable parameters to single-
 1366 variable functions. This usage is strongly discouraged as unnecessarily
 1367 confusing. Avoid it.
 1368 
 1369 Default Values (As of 7/24/2000) (Option -- Variable Name -- Value)
 1370 
 1371   Variable      --  $functVarDefault      --  'x'
 1372   Relative Tolerance    --  $functRelPercentTolDefault    --  .1
 1373   Absolute Tolerance    --  $functAbsTolDefault     --  .001
 1374   Lower Limit     --  $functLLimitDefault     --  .0000001
 1375   Upper Limit     --  $functULimitDefault     --  1
 1376   Number of Points    --  $functNumOfPoints     --  3
 1377   Zero Level      --  $functZeroLevelDefault      --  1E-14
 1378   Zero Level Tolerance    --  $functZeroLevelTolDefault   --  1E-12
 1379   Maximum Constant    --  $functMaxConstantOfIntegration    --  1E8
 1380     of Integration
 1381 
 1382 =cut
 1383 
 1384 
 1385 
 1386 =head3 fun_cmp()
 1387 
 1388 Compares a function or a list of functions, using a named hash of options to set
 1389 parameters. This can make for more readable code than using the function_cmp()
 1390 style, but some people find one or the other easier to remember.
 1391 
 1392 ANS( fun_cmp( answer or answer_array_ref, options_hash ) );
 1393 
 1394   1. a string containing the correct function, or a reference to an
 1395     array of correct functions
 1396   2. a hash containing the following items (all optional):
 1397     var           --  either the number of variables or a reference to an
 1398                       array of variable names (see below)
 1399     limits            --  reference to an array of arrays of limits (see below), or:
 1400     mode            --  'std' (default) (function must match exactly), or:
 1401                     'antider' (function must match up to a constant)
 1402     relTol            --  (default) a relative tolerance (as a percentage), or:
 1403     tol           --  an absolute tolerance for error
 1404     numPoints         --  the number of points to evaluate the function at
 1405     maxConstantOfIntegration      --  maximum size of the constant of integration
 1406     zeroLevel         --  if the correct answer is this close to zero, then
 1407                       zeroLevelTol applies
 1408     zeroLevelTol          --  absolute tolerance to allow when answer is close to zero
 1409     test_points    -- a list of points to use in checking the function, or a list of lists when there is more than one variable.
 1410     params                an array of "free" parameters which can be used to adapt
 1411                     the correct answer to the submitted answer. (e.g. ['c'] for
 1412                     a constant of integration in the answer x^3/3 + c.
 1413     debug           --  when set to 1 this provides extra information while checking the
 1414                         the answer.
 1415 
 1416   Returns an answer evaluator, or (if given a reference to an array
 1417   of answers), a list of answer evaluators
 1418 
 1419 ANSWER:
 1420 
 1421   The answer must be in the form of a string. The answer can contain
 1422   functions, pi, e, and arithmetic operations. However, the correct answer
 1423   string follows a slightly stricter syntax than student answers; specifically,
 1424   there is no implicit multiplication. So the correct answer must be "3*x" rather
 1425   than "3 x". Students can still enter "3 x".
 1426 
 1427 VARIABLES:
 1428 
 1429   The var parameter can contain either a number or a reference to an array of
 1430   variable names. If it contains a number, the variables are named automatically
 1431   as follows: 1 variable  --  x
 1432       2 variables --  x, y
 1433       3 variables --  x, y, z
 1434       4 or more --  x_1, x_2, x_3, etc.
 1435   If the var parameter contains a reference to an array of variable names, then
 1436   the number of variables is determined by the number of items in the array. A
 1437   reference to an array is created with brackets, e.g. "var => ['r', 's', 't']".
 1438   If only one variable is being used, you can write either "var => ['t']" for
 1439   consistency or "var => 't'" as a shortcut. The default is one variable, x.
 1440 
 1441 LIMITS:
 1442 
 1443   Limits are specified with the limits parameter. You may NOT use llimit/ulimit.
 1444   If you specify limits for one variable, you must specify them for all variables.
 1445   The limit parameter must be a reference to an array of arrays of the form
 1446   [lower_limit. upper_limit], each array corresponding to the lower and upper
 1447   endpoints of the (half-open) domain of one variable. For example,
 1448   "vars => 2, limits => [[0,2], [-3,8]]" would cause x to be evaluated in [0,2) and
 1449   y to be evaluated in [-3,8). If only one variable is being used, you can write
 1450   either "limits => [[0,3]]" for consistency or "limits => [0,3]" as a shortcut.
 1451 
 1452 TEST POINTS:
 1453 
 1454   In some cases, the problem writer may want to specify the points
 1455   used to check a particular function.  For example, if you want to
 1456   use only integer values, they can be specified.  With one variable,
 1457   you can specify "test_points => [1,4,5,6]" or "test_points => [[1,4,5,6]]".
 1458   With more variables, specify the list for the first variable, then the
 1459   second, and so on: "vars=>['x','y'], test_points => [[1,4,5],[7,14,29]]".
 1460 
 1461   If the problem writer wants random values which need to meet some special
 1462   restrictions (such as being integers), they can be generated in the problem:
 1463   "test_points=>[random(1,50), random(1,50), random(1,50), random(1,50)]".
 1464 
 1465   Note that test_points should not be used for function checks which involve
 1466   parameters  (either explicitly given by "params", or as antiderivatives).
 1467 
 1468 EXAMPLES:
 1469 
 1470   fun_cmp( "3*x" )  --  standard compare, variable is x
 1471   fun_cmp( ["3*x", "4*x+3", "3*x**2"] ) --  standard compare, defaults used for all three functions
 1472   fun_cmp( "3*t", var => 't' )  --  standard compare, variable is t
 1473   fun_cmp( "5*x*y*z", var => 3 )  --  x, y and z are the variables
 1474   fun_cmp( "5*x", mode => 'antider' ) --  student answer must match up to constant (i.e., 5x+C)
 1475   fun_cmp( ["3*x*y", "4*x*y"], limits => [[0,2], [5,7]] ) --  x evaluated in [0,2)
 1476                                 y evaluated in [5,7)
 1477 
 1478 =cut
 1479 
 1480 sub fun_cmp {
 1481   my $correctAnswer = shift @_;
 1482   my %opt           = @_;
 1483 
 1484     assign_option_aliases( \%opt,
 1485         'vars'    =>  'var',    # set the standard option 'var' to the one specified as vars
 1486           'domain'  =>  'limits', # set the standard option 'limits' to the one specified as domain
 1487           'reltol'    =>  'relTol',
 1488           'param'   =>  'params',
 1489     );
 1490 
 1491     set_default_options(  \%opt,
 1492         'var'         =>  $functVarDefault,
 1493             'params'        =>  [],
 1494         'limits'        =>  [[$functLLimitDefault, $functULimitDefault]],
 1495         'test_points'   => undef,
 1496         'mode'          =>  'std',
 1497         'tolType'       =>    (defined($opt{tol}) ) ? 'absolute' : 'relative',
 1498         'tol'         =>  .01, # default mode should be relative, to obtain this tol must not be defined
 1499             'relTol'        =>  $functRelPercentTolDefault,
 1500         'numPoints'       =>  $functNumOfPoints,
 1501         'maxConstantOfIntegration'  =>  $functMaxConstantOfIntegration,
 1502         'zeroLevel'       =>  $functZeroLevelDefault,
 1503         'zeroLevelTol'      =>  $functZeroLevelTolDefault,
 1504             'debug'         =>  0,
 1505             'diagnostics'                           =>      undef,
 1506      );
 1507 
 1508     # allow var => 'x' as an abbreviation for var => ['x']
 1509   my %out_options = %opt;
 1510   unless ( ref($out_options{var}) eq 'ARRAY' || $out_options{var} =~ m/^\d+$/) {
 1511     $out_options{var} = [$out_options{var}];
 1512   }
 1513   # allow params => 'c' as an abbreviation for params => ['c']
 1514   unless ( ref($out_options{params}) eq 'ARRAY' ) {
 1515     $out_options{params} = [$out_options{params}];
 1516   }
 1517   my ($tolType, $tol);
 1518     if ($out_options{tolType} eq 'absolute') {
 1519     $tolType = 'absolute';
 1520     $tol = $out_options{'tol'};
 1521     delete($out_options{'relTol'}) if exists( $out_options{'relTol'} );
 1522   } else {
 1523     $tolType = 'relative';
 1524     $tol = $out_options{'relTol'};
 1525     delete($out_options{'tol'}) if exists( $out_options{'tol'} );
 1526   }
 1527 
 1528   my @output_list = ();
 1529   # thread over lists
 1530   my @ans_list = ();
 1531 
 1532   if ( ref($correctAnswer) eq 'ARRAY' ) {
 1533     @ans_list = @{$correctAnswer};
 1534   }
 1535   else {
 1536     push( @ans_list, $correctAnswer );
 1537   }
 1538 
 1539   # produce answer evaluators
 1540   foreach my $ans (@ans_list) {
 1541     push(@output_list,
 1542       FUNCTION_CMP(
 1543           'correctEqn'    =>  $ans,
 1544           'var'       =>  $out_options{'var'},
 1545           'limits'      =>  $out_options{'limits'},
 1546           'tolerance'     =>  $tol,
 1547           'tolType'     =>  $tolType,
 1548           'numPoints'     =>  $out_options{'numPoints'},
 1549           'test_points' =>  $out_options{'test_points'},
 1550           'mode'        =>  $out_options{'mode'},
 1551           'maxConstantOfIntegration'  =>  $out_options{'maxConstantOfIntegration'},
 1552           'zeroLevel'     =>  $out_options{'zeroLevel'},
 1553           'zeroLevelTol'    =>  $out_options{'zeroLevelTol'},
 1554           'params'      =>  $out_options{'params'},
 1555           'debug'       =>  $out_options{'debug'},
 1556                 'diagnostics'             =>  $out_options{'diagnostics'} ,
 1557       ),
 1558     );
 1559   }
 1560 
 1561   return (wantarray) ? @output_list : $output_list[0];
 1562 }
 1563 
 1564 =head3 Single-variable Function Comparisons
 1565 
 1566 There are four single-variable function answer evaluators: "normal," absolute
 1567 tolerance, antiderivative, and antiderivative with absolute tolerance. All
 1568 parameters (other than the correct equation) are optional.
 1569 
 1570  function_cmp( $correctEqn ) OR
 1571  function_cmp( $correctEqn, $var ) OR
 1572  function_cmp( $correctEqn, $var, $llimit, $ulimit ) OR
 1573  function_cmp( $correctEqn, $var, $llimit, $ulimit, $relPercentTol ) OR
 1574  function_cmp( $correctEqn, $var, $llimit, $ulimit,
 1575         $relPercentTol, $numPoints ) OR
 1576  function_cmp( $correctEqn, $var, $llimit, $ulimit,
 1577         $relPercentTol, $numPoints, $zeroLevel ) OR
 1578  function_cmp( $correctEqn, $var, $llimit, $ulimit, $relPercentTol, $numPoints,
 1579         $zeroLevel,$zeroLevelTol )
 1580 
 1581   $correctEqn   --  the correct equation, as a string
 1582   $var      --  the string representing the variable (optional)
 1583   $llimit     --  the lower limit of the interval to evaluate the
 1584               variable in (optional)
 1585   $ulimit     --  the upper limit of the interval to evaluate the
 1586               variable in (optional)
 1587   $relPercentTol  --  the error tolerance as a percentage (optional)
 1588   $numPoints    --  the number of points at which to evaluate the
 1589               variable (optional)
 1590   $zeroLevel    --  if the correct answer is this close to zero, then
 1591               zeroLevelTol applies (optional)
 1592   $zeroLevelTol --  absolute tolerance to allow when answer is close to zero
 1593 
 1594   function_cmp() uses standard comparison and relative tolerance. It takes a
 1595   string representing a single-variable function and compares the student
 1596   answer to that function numerically.
 1597 
 1598  function_cmp_up_to_constant( $correctEqn ) OR
 1599  function_cmp_up_to_constant( $correctEqn, $var ) OR
 1600  function_cmp_up_to_constant( $correctEqn, $var, $llimit, $ulimit ) OR
 1601  function_cmp_up_to_constant( $correctEqn, $var, $llimit, $ulimit,
 1602                 $relpercentTol ) OR
 1603  function_cmp_up_to_constant( $correctEqn, $var, $llimit, $ulimit,
 1604                 $relpercentTol, $numOfPoints ) OR
 1605  function_cmp_up_to_constant( $correctEqn, $var, $llimit, $ulimit,
 1606                 $relpercentTol, $numOfPoints,
 1607                 $maxConstantOfIntegration ) OR
 1608  function_cmp_up_to_constant( $correctEqn, $var, $llimit, $ulimit,
 1609                 $relpercentTol, $numOfPoints,
 1610                 $maxConstantOfIntegration, $zeroLevel)  OR
 1611  function_cmp_up_to_constant( $correctEqn, $var, $llimit, $ulimit,
 1612                 $relpercentTol, $numOfPoints,
 1613                 $maxConstantOfIntegration,
 1614                 $zeroLevel, $zeroLevelTol )
 1615 
 1616   $maxConstantOfIntegration --  the maximum size of the constant of
 1617                   integration
 1618 
 1619   function_cmp_up_to_constant() uses antiderivative compare and relative
 1620   tolerance. All options work exactly like function_cmp(), except of course
 1621   $maxConstantOfIntegration. It will accept as correct any function which
 1622   differs from $correctEqn by at most a constant; that is, if
 1623     $studentEqn = $correctEqn + C
 1624   the answer is correct.
 1625 
 1626  function_cmp_abs( $correctFunction ) OR
 1627  function_cmp_abs( $correctFunction, $var ) OR
 1628  function_cmp_abs( $correctFunction, $var, $llimit, $ulimit ) OR
 1629  function_cmp_abs( $correctFunction, $var, $llimit, $ulimit, $absTol ) OR
 1630  function_cmp_abs( $correctFunction, $var, $llimit, $ulimit, $absTol,
 1631           $numOfPoints )
 1632 
 1633   $absTol --  the tolerance as an absolute value
 1634 
 1635   function_cmp_abs() uses standard compare and absolute tolerance. All
 1636   other options work exactly as for function_cmp().
 1637 
 1638  function_cmp_up_to_constant_abs( $correctFunction ) OR
 1639  function_cmp_up_to_constant_abs( $correctFunction, $var ) OR
 1640  function_cmp_up_to_constant_abs( $correctFunction, $var, $llimit, $ulimit ) OR
 1641  function_cmp_up_to_constant_abs( $correctFunction, $var, $llimit, $ulimit,
 1642                   $absTol ) OR
 1643  function_cmp_up_to_constant_abs( $correctFunction, $var, $llimit, $ulimit,
 1644                   $absTol, $numOfPoints ) OR
 1645  function_cmp_up_to_constant_abs( $correctFunction, $var, $llimit, $ulimit,
 1646                   $absTol, $numOfPoints,
 1647                   $maxConstantOfIntegration )
 1648 
 1649   function_cmp_up_to_constant_abs() uses antiderivative compare
 1650   and absolute tolerance. All other options work exactly as with
 1651   function_cmp_up_to_constant().
 1652 
 1653 Examples:
 1654 
 1655   ANS( function_cmp( "cos(x)" ) ) --  Accepts cos(x), sin(x+pi/2),
 1656     sin(x)^2 + cos(x) + cos(x)^2 -1, etc. This assumes
 1657     $functVarDefault has been set to "x".
 1658   ANS( function_cmp( $answer, "t" ) ) --  Assuming $answer is "cos(t)",
 1659     accepts cos(t), etc.
 1660   ANS( function_cmp_up_to_constant( "cos(x)" ) )  --  Accepts any
 1661     antiderivative of sin(x), e.g. cos(x) + 5.
 1662   ANS( function_cmp_up_to_constant( "cos(z)", "z" ) ) --  Accepts any
 1663     antiderivative of sin(z), e.g. sin(z+pi/2) + 5.
 1664 
 1665 =cut
 1666 
 1667 sub adaptive_function_cmp {
 1668   my $correctEqn = shift;
 1669   my %options = @_;
 1670   set_default_options(  \%options,
 1671       'vars'      =>  [qw( x y )],
 1672                   'params'    =>  [],
 1673                   'limits'    =>  [ [0,1], [0,1]],
 1674                   'reltol'    =>  $functRelPercentTolDefault,
 1675                   'numPoints'   =>  $functNumOfPoints,
 1676                   'zeroLevel'   =>  $functZeroLevelDefault,
 1677                   'zeroLevelTol'  =>  $functZeroLevelTolDefault,
 1678                   'debug'     =>  0,
 1679             'diagnostics'           =>      undef,
 1680   );
 1681 
 1682     my $var_ref = $options{'vars'};
 1683     my $ra_params = $options{ 'params'};
 1684     my $limit_ref = $options{'limits'};
 1685     my $relPercentTol= $options{'reltol'};
 1686     my $numPoints = $options{'numPoints'};
 1687     my $zeroLevel = $options{'zeroLevel'};
 1688     my $zeroLevelTol = $options{'zeroLevelTol'};
 1689 
 1690   FUNCTION_CMP( 'correctEqn'          =>  $correctEqn,
 1691       'var'           =>  $var_ref,
 1692       'limits'          =>  $limit_ref,
 1693       'tolerance'         =>  $relPercentTol,
 1694       'tolType'         =>  'relative',
 1695       'numPoints'         =>  $numPoints,
 1696       'mode'            =>  'std',
 1697       'maxConstantOfIntegration'      =>  10**100,
 1698       'zeroLevel'         =>  $zeroLevel,
 1699       'zeroLevelTol'          =>  $zeroLevelTol,
 1700       'scale_norm'                      =>    1,
 1701       'params'                          =>    $ra_params,
 1702       'debug'               =>  $options{debug} ,
 1703       'diagnostics'           =>  $options{diagnostics} ,
 1704   );
 1705 }
 1706 
 1707 sub function_cmp {
 1708   my ($correctEqn,$var,$llimit,$ulimit,$relPercentTol,$numPoints,$zeroLevel,$zeroLevelTol) = @_;
 1709 
 1710   if ( (scalar(@_) == 3) or (scalar(@_) > 8) or (scalar(@_) == 0) ) {
 1711     function_invalid_params( $correctEqn );
 1712   }
 1713   else {
 1714     FUNCTION_CMP( 'correctEqn'          =>  $correctEqn,
 1715         'var'           =>  $var,
 1716         'limits'          =>  [$llimit, $ulimit],
 1717         'tolerance'         =>  $relPercentTol,
 1718         'tolType'         =>  'relative',
 1719         'numPoints'         =>  $numPoints,
 1720         'mode'            =>  'std',
 1721         'maxConstantOfIntegration'      =>  0,
 1722         'zeroLevel'         =>  $zeroLevel,
 1723         'zeroLevelTol'          =>  $zeroLevelTol
 1724           );
 1725   }
 1726 }
 1727 
 1728 sub function_cmp_up_to_constant { ## for antiderivative problems
 1729   my ($correctEqn,$var,$llimit,$ulimit,$relPercentTol,$numPoints,$maxConstantOfIntegration,$zeroLevel,$zeroLevelTol) = @_;
 1730 
 1731   if ( (scalar(@_) == 3) or (scalar(@_) > 9) or (scalar(@_) == 0) ) {
 1732     function_invalid_params( $correctEqn );
 1733   }
 1734   else {
 1735     FUNCTION_CMP( 'correctEqn'          =>  $correctEqn,
 1736         'var'           =>  $var,
 1737         'limits'          =>  [$llimit, $ulimit],
 1738         'tolerance'         =>  $relPercentTol,
 1739         'tolType'         =>  'relative',
 1740         'numPoints'         =>  $numPoints,
 1741         'mode'            =>  'antider',
 1742         'maxConstantOfIntegration'      =>  $maxConstantOfIntegration,
 1743         'zeroLevel'         =>  $zeroLevel,
 1744         'zeroLevelTol'          =>  $zeroLevelTol
 1745           );
 1746   }
 1747 }
 1748 
 1749 sub function_cmp_abs {      ## similar to function_cmp but uses absolute tolerance
 1750   my ($correctEqn,$var,$llimit,$ulimit,$absTol,$numPoints) = @_;
 1751 
 1752   if ( (scalar(@_) == 3) or (scalar(@_) > 6) or (scalar(@_) == 0) ) {
 1753     function_invalid_params( $correctEqn );
 1754   }
 1755   else {
 1756     FUNCTION_CMP( 'correctEqn'      =>  $correctEqn,
 1757         'var'       =>  $var,
 1758         'limits'      =>  [$llimit, $ulimit],
 1759         'tolerance'     =>  $absTol,
 1760         'tolType'     =>  'absolute',
 1761         'numPoints'     =>  $numPoints,
 1762         'mode'        =>  'std',
 1763         'maxConstantOfIntegration'  =>  0,
 1764         'zeroLevel'     =>  0,
 1765         'zeroLevelTol'      =>  0
 1766     );
 1767   }
 1768 }
 1769 
 1770 
 1771 sub function_cmp_up_to_constant_abs  {  ## for antiderivative problems
 1772                     ## similar to function_cmp_up_to_constant
 1773                     ## but uses absolute tolerance
 1774   my ($correctEqn,$var,$llimit,$ulimit,$absTol,$numPoints,$maxConstantOfIntegration) = @_;
 1775 
 1776   if ( (scalar(@_) == 3) or (scalar(@_) > 7) or (scalar(@_) == 0) ) {
 1777     function_invalid_params( $correctEqn );
 1778   }
 1779 
 1780   else {
 1781     FUNCTION_CMP( 'correctEqn'          =>  $correctEqn,
 1782         'var'           =>  $var,
 1783         'limits'          =>  [$llimit, $ulimit],
 1784         'tolerance'         =>  $absTol,
 1785         'tolType'         =>  'absolute',
 1786         'numPoints'         =>  $numPoints,
 1787         'mode'            =>  'antider',
 1788         'maxConstantOfIntegration'      =>  $maxConstantOfIntegration,
 1789         'zeroLevel'         =>  0,
 1790         'zeroLevelTol'          =>  0
 1791     );
 1792   }
 1793 }
 1794 
 1795 ## The following answer evaluator for comparing multivarable functions was
 1796 ## contributed by Professor William K. Ziemer
 1797 ## (Note: most of the multivariable functionality provided by Professor Ziemer
 1798 ## has now been integrated into fun_cmp and FUNCTION_CMP)
 1799 ############################
 1800 # W.K. Ziemer, Sep. 1999
 1801 # Math Dept. CSULB
 1802 # email: wziemer@csulb.edu
 1803 ############################
 1804 
 1805 =head3 multivar_function_cmp
 1806 
 1807 NOTE: this function is maintained for compatibility. fun_cmp() is
 1808     slightly preferred.
 1809 
 1810 usage:
 1811 
 1812   multivar_function_cmp( $answer, $var_reference, options)
 1813     $answer       --  string, represents function of several variables
 1814     $var_reference    --  number (of variables), or list reference (e.g. ["var1","var2"] )
 1815   options:
 1816     $limit_reference  --  reference to list of lists (e.g. [[1,2],[3,4]])
 1817     $relPercentTol    --  relative percent tolerance in answer
 1818     $numPoints      --  number of points to sample in for each variable
 1819     $zeroLevel      --  if the correct answer is this close to zero, then zeroLevelTol applies
 1820     $zeroLevelTol   --  absolute tolerance to allow when answer is close to zero
 1821 
 1822 =cut
 1823 
 1824 sub multivar_function_cmp {
 1825   my ($correctEqn,$var_ref,$limit_ref,$relPercentTol,$numPoints,$zeroLevel,$zeroLevelTol) = @_;
 1826 
 1827   if ( (scalar(@_) > 7) or (scalar(@_) < 2) ) {
 1828     function_invalid_params( $correctEqn );
 1829   }
 1830 
 1831   FUNCTION_CMP( 'correctEqn'      =>  $correctEqn,
 1832       'var'       =>  $var_ref,
 1833       'limits'      =>  $limit_ref,
 1834       'tolerance'     =>  $relPercentTol,
 1835       'tolType'     =>  'relative',
 1836       'numPoints'     =>  $numPoints,
 1837       'mode'        =>  'std',
 1838       'maxConstantOfIntegration'  =>  0,
 1839       'zeroLevel'     =>  $zeroLevel,
 1840       'zeroLevelTol'      =>  $zeroLevelTol
 1841   );
 1842 }
 1843 
 1844 ## LOW-LEVEL ROUTINE -- NOT NORMALLY FOR END USERS -- USE WITH CAUTION
 1845 ## NOTE: PG_answer_eval is used instead of PG_restricted_eval in order to insure that the answer
 1846 ## evaluated within the context of the package the problem was originally defined in.
 1847 ## Includes multivariable modifications contributed by Professor William K. Ziemer
 1848 ##
 1849 ## IN:  a hash consisting of the following keys (error checking to be added later?)
 1850 ##      correctEqn      --  the correct equation as a string
 1851 ##      var       --  the variable name as a string,
 1852 ##                or a reference to an array of variables
 1853 ##      limits        --  reference to an array of arrays of type [lower,upper]
 1854 ##      tolerance     --  the allowable margin of error
 1855 ##      tolType       --  'relative' or 'absolute'
 1856 ##      numPoints     --  the number of points to evaluate the function at
 1857 ##      mode        --  'std' or 'antider'
 1858 ##      maxConstantOfIntegration  --  maximum size of the constant of integration
 1859 ##      zeroLevel     --  if the correct answer is this close to zero,
 1860 ##                        then zeroLevelTol applies
 1861 ##      zeroLevelTol      --  absolute tolerance to allow when answer is close to zero
 1862 ##      test_points     --  user supplied points to use for testing the
 1863 ##                          function, either array of arrays, or optionally
 1864 ##                          reference to single array (for one variable)
 1865 
 1866 
 1867 sub FUNCTION_CMP {
 1868   return ORIGINAL_FUNCTION_CMP(@_)
 1869     if main::PG_restricted_eval(q!$main::useOldAnswerMacros!);
 1870 
 1871   my %func_params = @_;
 1872 
 1873   my $correctEqn               = $func_params{'correctEqn'};
 1874   my $var                      = $func_params{'var'};
 1875   my $ra_limits                = $func_params{'limits'};
 1876   my $tol                      = $func_params{'tolerance'};
 1877   my $tolType                  = $func_params{'tolType'};
 1878   my $numPoints                = $func_params{'numPoints'};
 1879   my $mode                     = $func_params{'mode'};
 1880   my $maxConstantOfIntegration = $func_params{'maxConstantOfIntegration'};
 1881   my $zeroLevel                = $func_params{'zeroLevel'};
 1882   my $zeroLevelTol             = $func_params{'zeroLevelTol'};
 1883   my $testPoints               = $func_params{'test_points'};
 1884 
 1885   #
 1886   #  Check that everything is defined:
 1887   #
 1888   $func_params{debug} = 0 unless defined $func_params{debug};
 1889   $mode = 'std' unless defined $mode;
 1890   my @VARS   = get_var_array($var);
 1891   my @limits = get_limits_array($ra_limits);
 1892   my @PARAMS = @{$func_params{'params'} || []};
 1893 
 1894   if($tolType eq 'relative') {
 1895     $tol = $functRelPercentTolDefault unless defined $tol;
 1896     $tol *= .01;
 1897   } else {
 1898     $tol = $functAbsTolDefault unless defined $tol;
 1899   }
 1900 
 1901   #
 1902   #  Ensure that the number of limits matches number of variables
 1903   #
 1904   foreach my $i (0..scalar(@VARS)-1) {
 1905     $limits[$i][0] = $functLLimitDefault unless defined $limits[$i][0];
 1906     $limits[$i][1] = $functULimitDefault unless defined $limits[$i][1];
 1907   }
 1908 
 1909   #
 1910   #  Check that the test points are array references with the right number of coordinates
 1911   #
 1912   if ($testPoints) {
 1913     my $n = scalar(@VARS); my $s = ($n != 1)? "s": "";
 1914     foreach my $p (@{$testPoints}) {
 1915       $p = [$p] unless ref($p) eq 'ARRAY';
 1916       warn "Test point (".join(',',@{$p}).") should have $n coordiante$s"
 1917         unless scalar(@{$p}) == $n;
 1918     }
 1919   }
 1920 
 1921   $numPoints                = $functNumOfPoints              unless defined $numPoints;
 1922   $maxConstantOfIntegration = $functMaxConstantOfIntegration unless defined $maxConstantOfIntegration;
 1923   $zeroLevel                = $functZeroLevelDefault         unless defined $zeroLevel;
 1924   $zeroLevelTol             = $functZeroLevelTolDefault      unless defined $zeroLevelTol;
 1925 
 1926   $func_params{'var'}                      = \@VARS;
 1927         $func_params{'params'}                   = \@PARAMS;
 1928   $func_params{'limits'}                   = \@limits;
 1929   $func_params{'tolerance'}                = $tol;
 1930   $func_params{'tolType'}                  = $tolType;
 1931   $func_params{'numPoints'}                = $numPoints;
 1932   $func_params{'mode'}                     = $mode;
 1933   $func_params{'maxConstantOfIntegration'} = $maxConstantOfIntegration;
 1934   $func_params{'zeroLevel'}                = $zeroLevel;
 1935   $func_params{'zeroLevelTol'}             = $zeroLevelTol;
 1936 
 1937   ########################################################
 1938   #   End of cleanup of calling parameters
 1939   ########################################################
 1940 
 1941         my %options = (
 1942     debug => $func_params{'debug'},
 1943           diagnostics => $func_params{'diagnostics'},
 1944         );
 1945 
 1946   #
 1947   #  Initialize the context for the formula
 1948   #
 1949   my $context = $Parser::Context::Default::context{"LegacyNumeric"}->copy;
 1950   $context->flags->set(
 1951     tolerance    => $func_params{'tolerance'},
 1952     tolType      => $func_params{'tolType'},
 1953     zeroLevel    => $func_params{'zeroLevel'},
 1954     zeroLevelTol => $func_params{'zeroLevelTol'},
 1955     num_points   => $func_params{'numPoints'},
 1956   );
 1957   if ($func_params{'mode'} eq 'antider') {
 1958     $context->flags->set(max_adapt => $func_params{'maxConstantOfIntegration'});
 1959     $options{upToConstant} = 1;
 1960   }
 1961 
 1962   #
 1963   #  Add the variables and parameters to the context
 1964   #
 1965   my %variables; my $x;
 1966   foreach $x (@{$func_params{'var'}}) {
 1967     if (length($x) > 1) {
 1968       $context->{_variables}->{pattern} = $context->{_variables}->{namePattern} =
 1969         $x . '|' . $context->{_variables}->{pattern};
 1970       $context->update;
 1971     }
 1972     $variables{$x} = 'Real';
 1973   }
 1974   foreach $x (@{$func_params{'params'}}) {$variables{$x} = 'Parameter'}
 1975   $context->variables->are(%variables);
 1976 
 1977   #
 1978   #  Create the Formula object and get its answer checker
 1979   #
 1980   my $oldContext = &$Context(); &$Context($context);
 1981   my $f = new Value::Formula($correctEqn);
 1982   $f->{limits}      = $func_params{'limits'};
 1983   $f->{test_points} = $func_params{'test_points'};
 1984   my $cmp = $f->cmp(%options);
 1985   &$Context($oldContext);
 1986 
 1987   #
 1988   #  Get previous answer from hidden field of form
 1989   #
 1990   $cmp->install_pre_filter(
 1991     sub {
 1992       my $rh_ans = shift;
 1993       $rh_ans->{_filter_name} = "fetch_previous_answer";
 1994       my $prev_ans_label = "previous_".$rh_ans->{ans_label};
 1995       $rh_ans->{prev_ans} =
 1996         (defined $inputs_ref->{$prev_ans_label} and
 1997          $inputs_ref->{$prev_ans_label} =~/\S/) ? $inputs_ref->{$prev_ans_label} : undef;
 1998       $rh_ans;
 1999     }
 2000   );
 2001 
 2002   #
 2003   #  Parse the previous answer, if any
 2004   #
 2005   $cmp->install_evaluator(
 2006     sub {
 2007       my $rh_ans = shift;
 2008       $rh_ans->{_filter_name} = "parse_previous_answer";
 2009       return $rh_ans unless defined $rh_ans->{prev_ans};
 2010       my $oldContext = &$Context();
 2011       &$Context($rh_ans->{correct_value}{context});
 2012       $rh_ans->{prev_formula} = Parser::Formula($rh_ans->{prev_ans});
 2013       &$Context($oldContext);
 2014       $rh_ans;
 2015     }
 2016   );
 2017 
 2018   #
 2019   #  Check if previous answer equals this current one
 2020   #
 2021   $cmp->install_evaluator(
 2022     sub {
 2023       my $rh_ans = shift;
 2024       $rh_ans->{_filter_name} = "compare_to_previous_answer";
 2025       return $rh_ans unless defined($rh_ans->{prev_formula}) && defined($rh_ans->{student_formula});
 2026       $rh_ans->{prev_equals_current} =
 2027         Value::cmp_compare($rh_ans->{student_formula},$rh_ans->{prev_formula},{});
 2028       $rh_ans;
 2029     }
 2030   );
 2031 
 2032   #
 2033   #  Produce a message if the previous answer equals this one and is not specified the same way
 2034   #
 2035   $cmp->install_post_filter(
 2036     sub {
 2037       my $rh_ans = shift;
 2038       $rh_ans->{_filter_name} = "produce_equivalence_message";
 2039       return $rh_ans unless $rh_ans->{prev_equals_current};
 2040       #
 2041       #  If the match is exact don't give an error since there may be multiple
 2042       #  entry blanks and the student is trying to get one of the other ones
 2043       #  right.  We should only give this message when the student is actually
 2044       #  working on this answer.
 2045       #
 2046       return $rh_ans if $rh_ans->{prev_ans} eq $rh_ans->{original_student_ans};
 2047       $rh_ans->{ans_message} = "This answer is equivalent to the one you just submitted or previewed.";
 2048       $rh_ans;
 2049     }
 2050   );
 2051 
 2052   return $cmp;
 2053 }
 2054 
 2055 #
 2056 #  The original version, for backward compatibility
 2057 #  (can be removed when the Parser-based version is more fully tested.)
 2058 #
 2059 sub ORIGINAL_FUNCTION_CMP {
 2060   my %func_params = @_;
 2061 
 2062   my $correctEqn               = $func_params{'correctEqn'};
 2063   my $var                      = $func_params{'var'};
 2064   my $ra_limits                = $func_params{'limits'};
 2065   my $tol                      = $func_params{'tolerance'};
 2066   my $tolType                  = $func_params{'tolType'};
 2067   my $numPoints                = $func_params{'numPoints'};
 2068   my $mode                     = $func_params{'mode'};
 2069   my $maxConstantOfIntegration = $func_params{'maxConstantOfIntegration'};
 2070   my $zeroLevel                = $func_params{'zeroLevel'};
 2071   my $zeroLevelTol             = $func_params{'zeroLevelTol'};
 2072   my $ra_test_points           = $func_params{'test_points'};
 2073 
 2074     # Check that everything is defined:
 2075     $func_params{debug} = 0 unless defined $func_params{debug};
 2076     $mode = 'std' unless defined $mode;
 2077     my @VARS = get_var_array($var);
 2078   my @limits = get_limits_array($ra_limits);
 2079   my @PARAMS = ();
 2080   @PARAMS = @{$func_params{'params'}} if defined $func_params{'params'};
 2081 
 2082   my @evaluation_points;
 2083   if(defined $ra_test_points) {
 2084     # see if this is the standard format
 2085     if(ref $ra_test_points->[0] eq 'ARRAY') {
 2086       $numPoints = scalar @{$ra_test_points->[0]};
 2087       # now a little sanity check
 2088       my $j;
 2089       for $j (@{$ra_test_points}) {
 2090         warn "Test points do not give the same number of values for each variable"
 2091           unless(scalar(@{$j}) == $numPoints);
 2092       }
 2093       warn "Test points do not match the number of variables"
 2094         unless scalar @{$ra_test_points} == scalar @VARS;
 2095     } else { # we are got the one-variable format
 2096       $ra_test_points = [$ra_test_points];
 2097       $numPoints = scalar $ra_test_points->[0];
 2098     }
 2099     # The input format for test points is the transpose of what is used
 2100     # internally below, so take care of that now.
 2101     my ($j1, $j2);
 2102     for ($j1 = 0; $j1 < scalar @{$ra_test_points}; $j1++) {
 2103       for ($j2 = 0; $j2 < scalar @{$ra_test_points->[$j1]}; $j2++) {
 2104         $evaluation_points[$j2][$j1] = $ra_test_points->[$j1][$j2];
 2105       }
 2106     }
 2107   } # end of handling of user supplied evaluation points
 2108 
 2109   if ($mode eq 'antider') {
 2110     # doctor the equation to allow addition of a constant
 2111     my $CONSTANT_PARAM = 'Q'; # unfortunately parameters must be single letters.
 2112                               # There is the possibility of conflict here.
 2113                               #  'Q' seemed less dangerous than  'C'.
 2114     $correctEqn = "( $correctEqn ) + $CONSTANT_PARAM";
 2115     push @PARAMS, $CONSTANT_PARAM;
 2116   }
 2117     my $dim_of_param_space = @PARAMS;      # dimension of equivalence space
 2118 
 2119   if($tolType eq 'relative') {
 2120     $tol = $functRelPercentTolDefault unless defined $tol;
 2121     $tol *= .01;
 2122   } else {
 2123     $tol = $functAbsTolDefault unless defined $tol;
 2124   }
 2125 
 2126   #loop ensures that number of limits matches number of variables
 2127   for(my $i = 0; $i < scalar @VARS; $i++) {
 2128     $limits[$i][0] = $functLLimitDefault unless defined $limits[$i][0];
 2129     $limits[$i][1] = $functULimitDefault unless defined $limits[$i][1];
 2130   }
 2131   $numPoints                = $functNumOfPoints              unless defined $numPoints;
 2132   $maxConstantOfIntegration = $functMaxConstantOfIntegration unless defined $maxConstantOfIntegration;
 2133   $zeroLevel                = $functZeroLevelDefault         unless defined $zeroLevel;
 2134   $zeroLevelTol             = $functZeroLevelTolDefault      unless defined $zeroLevelTol;
 2135 
 2136   $func_params{'var'}                      = $var;
 2137   $func_params{'limits'}                   = \@limits;
 2138   $func_params{'tolerance'}                = $tol;
 2139   $func_params{'tolType'}                  = $tolType;
 2140   $func_params{'numPoints'}                = $numPoints;
 2141   $func_params{'mode'}                     = $mode;
 2142   $func_params{'maxConstantOfIntegration'} = $maxConstantOfIntegration;
 2143   $func_params{'zeroLevel'}                = $zeroLevel;
 2144   $func_params{'zeroLevelTol'}             = $zeroLevelTol;
 2145 
 2146   ########################################################
 2147   #   End of cleanup of calling parameters
 2148   ########################################################
 2149 
 2150   my $i; # for use with loops
 2151   my $PGanswerMessage = "";
 2152   my $originalCorrEqn = $correctEqn;
 2153 
 2154   ######################################################################
 2155   # prepare the correct answer and check its syntax
 2156   ######################################################################
 2157 
 2158     my $rh_correct_ans = new AnswerHash;
 2159   $rh_correct_ans->input($correctEqn);
 2160   $rh_correct_ans = check_syntax($rh_correct_ans);
 2161   warn  $rh_correct_ans->{error_message} if $rh_correct_ans->{error_flag};
 2162   $rh_correct_ans->clear_error();
 2163   $rh_correct_ans = function_from_string2($rh_correct_ans,
 2164     ra_vars => [ @VARS, @PARAMS ],
 2165     stdout  => 'rf_correct_ans',
 2166     debug   => $func_params{debug}
 2167   );
 2168   my $correct_eqn_sub = $rh_correct_ans->{rf_correct_ans};
 2169   warn $rh_correct_ans->{error_message} if $rh_correct_ans->{error_flag};
 2170 
 2171   ######################################################################
 2172   # define the points at which the functions are to be evaluated
 2173   ######################################################################
 2174 
 2175   if(not defined $ra_test_points) {
 2176     #create the evaluation points
 2177     my $random_for_answers = new PGrandom($main::PG_original_problemSeed);
 2178     my $NUMBER_OF_STEPS_IN_RANDOM = 1000; # determines the granularity of the random_for_answers number generator
 2179     for(my $count = 0; $count < @PARAMS+1+$numPoints; $count++) {
 2180         my (@vars,$iteration_limit);
 2181       for(my $i = 0; $i < @VARS; $i++) {
 2182         my $iteration_limit = 10;
 2183         while (0 < --$iteration_limit) {  # make sure that the endpoints of the interval are not included
 2184             $vars[$i] = $random_for_answers->random($limits[$i][0], $limits[$i][1], abs($limits[$i][1] - $limits[$i][0])/$NUMBER_OF_STEPS_IN_RANDOM);
 2185             last if $vars[$i]!=$limits[$i][0] and $vars[$i]!=$limits[$i][1];
 2186         }
 2187         warn "Unable to properly choose  evaluation points for this function in the interval ( $limits[$i][0] , $limits[$i][1] )"
 2188           if $iteration_limit == 0;
 2189       }
 2190 
 2191       push @evaluation_points, \@vars;
 2192     }
 2193   }
 2194   my $evaluation_points = Matrix->new_from_array_ref(\@evaluation_points);
 2195 
 2196   #my $COEFFS = determine_param_coeffs($correct_eqn_sub,$evaluation_points[0],$numOfParameters);
 2197   #warn "coeff", join(" | ", @{$COEFFS});
 2198 
 2199   #construct the answer evaluator
 2200     my $answer_evaluator = new AnswerEvaluator;
 2201     $answer_evaluator->{debug} = $func_params{debug};
 2202     $answer_evaluator->ans_hash(
 2203     correct_ans       => $originalCorrEqn,
 2204     rf_correct_ans    => $rh_correct_ans->{rf_correct_ans},
 2205     evaluation_points => \@evaluation_points,
 2206     ra_param_vars     => \@PARAMS,
 2207     ra_vars           => \@VARS,
 2208     type              => 'function',
 2209     score             => 0,
 2210     );
 2211 
 2212     #########################################################
 2213     # Prepare the previous answer for evaluation, discard errors
 2214     #########################################################
 2215 
 2216   $answer_evaluator->install_pre_filter(
 2217     sub {
 2218       my $rh_ans = shift;
 2219       $rh_ans->{_filter_name} = "fetch_previous_answer";
 2220       my $prev_ans_label = "previous_".$rh_ans->{ans_label};
 2221       $rh_ans->{prev_ans} = (defined $inputs_ref->{$prev_ans_label} and $inputs_ref->{$prev_ans_label} =~/\S/)
 2222         ? $inputs_ref->{$prev_ans_label}
 2223         : undef;
 2224       $rh_ans;
 2225     }
 2226   );
 2227 
 2228   $answer_evaluator->install_pre_filter(
 2229     sub {
 2230       my $rh_ans = shift;
 2231       return $rh_ans unless defined $rh_ans->{prev_ans};
 2232       check_syntax($rh_ans,
 2233         stdin          => 'prev_ans',
 2234         stdout         => 'prev_ans',
 2235         error_msg_flag => 0
 2236       );
 2237       $rh_ans->{_filter_name} = "check_syntax_of_previous_answer";
 2238       $rh_ans;
 2239     }
 2240   );
 2241 
 2242   $answer_evaluator->install_pre_filter(
 2243     sub {
 2244       my $rh_ans = shift;
 2245       return $rh_ans unless defined $rh_ans->{prev_ans};
 2246       function_from_string2($rh_ans,
 2247         stdin   => 'prev_ans',
 2248         stdout  => 'rf_prev_ans',
 2249         ra_vars => \@VARS,
 2250         debug   => $func_params{debug}
 2251       );
 2252       $rh_ans->{_filter_name} = "compile_previous_answer";
 2253       $rh_ans;
 2254     }
 2255   );
 2256 
 2257     #########################################################
 2258     # Prepare the current answer for evaluation
 2259     #########################################################
 2260 
 2261   $answer_evaluator->install_pre_filter(\&check_syntax);
 2262   $answer_evaluator->install_pre_filter(\&function_from_string2,
 2263     ra_vars => \@VARS,
 2264     debug   => $func_params{debug}
 2265     ); # @VARS has been guaranteed to be an array, $var might be a single string.
 2266 
 2267     #########################################################
 2268     # Compare the previous and current answer.  Discard errors
 2269     #########################################################
 2270 
 2271   $answer_evaluator->install_evaluator(
 2272     sub {
 2273       my $rh_ans = shift;
 2274       return $rh_ans unless defined $rh_ans->{rf_prev_ans};
 2275       calculate_difference_vector($rh_ans,
 2276         %func_params,
 2277         stdin1         => 'rf_student_ans',
 2278         stdin2         => 'rf_prev_ans',
 2279         stdout         => 'ra_diff_with_prev_ans',
 2280         error_msg_flag => 0,
 2281       );
 2282       $rh_ans->{_filter_name} = "calculate_difference_vector_of_previous_answer";
 2283       $rh_ans;
 2284     }
 2285   );
 2286 
 2287   $answer_evaluator->install_evaluator(
 2288     sub {
 2289       my $rh_ans = shift;
 2290       return $rh_ans unless defined $rh_ans->{ra_diff_with_prev_ans};
 2291       ##
 2292       ## DPVC -- only give the message if the answer is specified differently
 2293       ##
 2294       return $rh_ans if $rh_ans->{prev_ans} eq $rh_ans->{student_ans};
 2295       ##
 2296       ## /DPVC
 2297       ##
 2298       is_zero_array($rh_ans,
 2299         stdin  => 'ra_diff_with_prev_ans',
 2300         stdout => 'ans_equals_prev_ans'
 2301       );
 2302     }
 2303   );
 2304 
 2305     #########################################################
 2306     # Calculate values for approximation parameters and
 2307     # compare the current answer with the correct answer.  Keep errors this time.
 2308     #########################################################
 2309 
 2310     $answer_evaluator->install_pre_filter(\&best_approx_parameters, %func_params, param_vars => \@PARAMS);
 2311     $answer_evaluator->install_evaluator(\&calculate_difference_vector, %func_params);
 2312     $answer_evaluator->install_evaluator(\&is_zero_array, tolerance => $tol );
 2313 
 2314     $answer_evaluator->install_post_filter(
 2315       sub {
 2316         my $rh_ans = shift;
 2317         $rh_ans->clear_error('SYNTAX');
 2318         $rh_ans;
 2319       }
 2320     );
 2321 
 2322   $answer_evaluator->install_post_filter(
 2323     sub {
 2324       my $rh_ans = shift;
 2325       if ($rh_ans->catch_error('EVAL')) {
 2326         $rh_ans->{ans_message} = $rh_ans->{error_message};
 2327         $rh_ans->clear_error('EVAL');
 2328       }
 2329       $rh_ans;
 2330     }
 2331   );
 2332 
 2333   $answer_evaluator->install_post_filter(
 2334     sub {
 2335       my $rh_ans = shift;
 2336       if ( defined($rh_ans->{'ans_equals_prev_ans'}) and $rh_ans->{'ans_equals_prev_ans'}) {
 2337 ##        $rh_ans->{ans_message} = "This answer is the same as the one you just submitted or previewed.";
 2338         $rh_ans->{ans_message} = "This answer is equivalent to the one you just submitted or previewed."; ## DPVC
 2339       }
 2340       $rh_ans;
 2341     }
 2342   );
 2343 
 2344   $answer_evaluator;
 2345 }
 2346 
 2347 
 2348 ## LOW-LEVEL ROUTINE -- NOT NORMALLY FOR END USERS -- USE WITH CAUTION
 2349 ##
 2350 ## IN:  a hash containing the following items (error-checking to be added later?):
 2351 ##      correctAnswer --  the correct answer
 2352 ##      tolerance   --  the allowable margin of error
 2353 ##      tolType     --  'relative' or 'absolute'
 2354 ##      format      --  the display format of the answer
 2355 ##      mode      --  one of 'std', 'strict', 'arith', or 'frac';
 2356 ##                  determines allowable formats for the input
 2357 ##      zeroLevel   --  if the correct answer is this close to zero, then zeroLevelTol applies
 2358 ##      zeroLevelTol  --  absolute tolerance to allow when answer is close to zero
 2359 
 2360 
 2361 ##########################################################################
 2362 ##########################################################################
 2363 ## String answer evaluators
 2364 
 2365 =head2 String Answer Evaluators
 2366 
 2367 String answer evaluators compare a student string to the correct string.
 2368 Different filters can be applied to allow various degrees of variation.
 2369 Both the student and correct answers are subject to the same filters, to
 2370 ensure that there are no unexpected matches or rejections.
 2371 
 2372 String Filters
 2373 
 2374   remove_whitespace --  Removes all whitespace from the string.
 2375             It applies the following substitution
 2376             to the string:
 2377               $filteredAnswer =~ s/\s+//g;
 2378 
 2379   compress_whitespace --  Removes leading and trailing whitespace, and
 2380             replaces all other blocks of whitespace by a
 2381             single space. Applies the following substitutions:
 2382               $filteredAnswer =~ s/^\s*//;
 2383               $filteredAnswer =~ s/\s*$//;
 2384               $filteredAnswer =~ s/\s+/ /g;
 2385 
 2386   trim_whitespace   --  Removes leading and trailing whitespace.
 2387             Applies the following substitutions:
 2388               $filteredAnswer =~ s/^\s*//;
 2389               $filteredAnswer =~ s/\s*$//;
 2390 
 2391   ignore_case     --  Ignores the case of the string. More accurately,
 2392             it converts the string to uppercase (by convention).
 2393             Applies the following function:
 2394               $filteredAnswer = uc $filteredAnswer;
 2395 
 2396   ignore_order    --  Ignores the order of the letters in the string.
 2397             This is used for problems of the form "Choose all
 2398             that apply." Specifically, it removes all
 2399             whitespace and lexically sorts the letters in
 2400             ascending alphabetical order. Applies the following
 2401             functions:
 2402               $filteredAnswer = join( "", lex_sort(
 2403                 split( /\s*/, $filteredAnswer ) ) );
 2404 
 2405 =cut
 2406 
 2407 ################################
 2408 ## STRING ANSWER FILTERS
 2409 
 2410 ## IN:  --the string to be filtered
 2411 ##    --a list of the filters to use
 2412 ##
 2413 ## OUT: --the modified string
 2414 ##
 2415 ## Use this subroutine instead of the
 2416 ## individual filters below it
 2417 
 2418 sub str_filters {
 2419   my $stringToFilter = shift @_;
 2420   # filters now take an answer hash, so encapsulate the string
 2421   # in the answer hash.
 2422   my $rh_ans = new AnswerHash;
 2423   $rh_ans->{student_ans} = $stringToFilter;
 2424   $rh_ans->{correct_ans}='';
 2425   my @filters_to_use = @_;
 2426   my %known_filters = (
 2427               'remove_whitespace'   =>  \&remove_whitespace,
 2428         'compress_whitespace' =>  \&compress_whitespace,
 2429         'trim_whitespace'   =>  \&trim_whitespace,
 2430         'ignore_case'     =>  \&ignore_case,
 2431         'ignore_order'      =>  \&ignore_order,
 2432   );
 2433 
 2434   #test for unknown filters
 2435   foreach my $filter ( @filters_to_use ) {
 2436     #check that filter is known
 2437     die "Unknown string filter $filter (try checking the parameters to str_cmp() )"
 2438                 unless exists $known_filters{$filter};
 2439     $rh_ans = $known_filters{$filter}($rh_ans);  # apply filter.
 2440   }
 2441 #   foreach $filter (@filters_to_use) {
 2442 #     die "Unknown string filter $filter (try checking the parameters to str_cmp() )"
 2443 #                 unless exists $known_filters{$filter};
 2444 #   }
 2445 #
 2446 #   if( grep( /remove_whitespace/i, @filters_to_use ) ) {
 2447 #     $rh_ans = remove_whitespace( $rh_ans );
 2448 #   }
 2449 #   if( grep( /compress_whitespace/i, @filters_to_use ) ) {
 2450 #     $rh_ans = compress_whitespace( $rh_ans );
 2451 #   }
 2452 #   if( grep( /trim_whitespace/i, @filters_to_use ) ) {
 2453 #     $rh_ans = trim_whitespace( $rh_ans );
 2454 #   }
 2455 #   if( grep( /ignore_case/i, @filters_to_use ) ) {
 2456 #     $rh_ans = ignore_case( $rh_ans );
 2457 #   }
 2458 #   if( grep( /ignore_order/i, @filters_to_use ) ) {
 2459 #     $rh_ans = ignore_order( $rh_ans );
 2460 #   }
 2461 
 2462   return $rh_ans->{student_ans};
 2463 }
 2464 sub remove_whitespace {
 2465   my $rh_ans = shift;
 2466   die "expected an answer hash" unless ref($rh_ans)=~/HASH/i;
 2467   $rh_ans->{_filter_name} = 'remove_whitespace';
 2468   $rh_ans->{student_ans} =~ s/\s+//g;   # remove all whitespace
 2469   $rh_ans->{correct_ans} =~ s/\s+//g;   # remove all whitespace
 2470   return $rh_ans;
 2471 }
 2472 
 2473 sub compress_whitespace {
 2474   my $rh_ans = shift;
 2475   die "expected an answer hash" unless ref($rh_ans)=~/HASH/i;
 2476   $rh_ans->{_filter_name} = 'compress_whitespace';
 2477   $rh_ans->{student_ans} =~ s/^\s*//;   # remove initial whitespace
 2478   $rh_ans->{student_ans} =~ s/\s*$//;   # remove trailing whitespace
 2479   $rh_ans->{student_ans} =~ s/\s+/ /g;    # replace spaces by single space
 2480   $rh_ans->{correct_ans} =~ s/^\s*//;   # remove initial whitespace
 2481   $rh_ans->{correct_ans} =~ s/\s*$//;   # remove trailing whitespace
 2482   $rh_ans->{correct_ans} =~ s/\s+/ /g;    # replace spaces by single space
 2483 
 2484   return $rh_ans;
 2485 }
 2486 
 2487 sub trim_whitespace {
 2488   my $rh_ans = shift;
 2489   die "expected an answer hash" unless ref($rh_ans)=~/HASH/i;
 2490   $rh_ans->{_filter_name} = 'trim_whitespace';
 2491   $rh_ans->{student_ans} =~ s/^\s*//;   # remove initial whitespace
 2492   $rh_ans->{student_ans} =~ s/\s*$//;   # remove trailing whitespace
 2493   $rh_ans->{correct_ans} =~ s/^\s*//;   # remove initial whitespace
 2494   $rh_ans->{correct_ans} =~ s/\s*$//;   # remove trailing whitespace
 2495 
 2496   return $rh_ans;
 2497 }
 2498 
 2499 sub ignore_case {
 2500   my $rh_ans = shift;
 2501   die "expected an answer hash" unless ref($rh_ans)=~/HASH/i;
 2502   $rh_ans->{_filter_name} = 'ignore_case';
 2503   $rh_ans->{student_ans} =~ tr/a-z/A-Z/;
 2504   $rh_ans->{correct_ans} =~ tr/a-z/A-Z/;
 2505   return $rh_ans;
 2506 }
 2507 
 2508 sub ignore_order {
 2509   my $rh_ans = shift;
 2510   die "expected an answer hash" unless ref($rh_ans)=~/HASH/i;
 2511   $rh_ans->{_filter_name} = 'ignore_order';
 2512   $rh_ans->{student_ans} = join( "", lex_sort( split( /\s*/, $rh_ans->{student_ans} ) ) );
 2513   $rh_ans->{correct_ans} = join( "", lex_sort( split( /\s*/, $rh_ans->{correct_ans} ) ) );
 2514 
 2515   return $rh_ans;
 2516 }
 2517 # sub remove_whitespace {
 2518 #   my $filteredAnswer = shift;
 2519 #
 2520 #   $filteredAnswer =~ s/\s+//g;    # remove all whitespace
 2521 #
 2522 #   return $filteredAnswer;
 2523 # }
 2524 #
 2525 # sub compress_whitespace {
 2526 #   my $filteredAnswer = shift;
 2527 #
 2528 #   $filteredAnswer =~ s/^\s*//;    # remove initial whitespace
 2529 #   $filteredAnswer =~ s/\s*$//;    # remove trailing whitespace
 2530 #   $filteredAnswer =~ s/\s+/ /g;   # replace spaces by single space
 2531 #
 2532 #   return $filteredAnswer;
 2533 # }
 2534 #
 2535 # sub trim_whitespace {
 2536 #   my $filteredAnswer = shift;
 2537 #
 2538 #   $filteredAnswer =~ s/^\s*//;    # remove initial whitespace
 2539 #   $filteredAnswer =~ s/\s*$//;    # remove trailing whitespace
 2540 #
 2541 #   return $filteredAnswer;
 2542 # }
 2543 #
 2544 # sub ignore_case {
 2545 #   my $filteredAnswer = shift;
 2546 #   #warn "filtered answer is ", $filteredAnswer;
 2547 #   #$filteredAnswer = uc $filteredAnswer;  # this didn't work on webwork xmlrpc, but does elsewhere ????
 2548 #   $filteredAnswer =~ tr/a-z/A-Z/;
 2549 #
 2550 #   return $filteredAnswer;
 2551 # }
 2552 #
 2553 # sub ignore_order {
 2554 #   my $filteredAnswer = shift;
 2555 #
 2556 #   $filteredAnswer = join( "", lex_sort( split( /\s*/, $filteredAnswer ) ) );
 2557 #
 2558 #   return $filteredAnswer;
 2559 # }
 2560 ################################
 2561 ## END STRING ANSWER FILTERS
 2562 
 2563 
 2564 =head3 str_cmp()
 2565 
 2566 Compares a string or a list of strings, using a named hash of options to set
 2567 parameters. This can make for more readable code than using the "mode"_str_cmp()
 2568 style, but some people find one or the other easier to remember.
 2569 
 2570 ANS( str_cmp( answer or answer_array_ref, options_hash ) );
 2571 
 2572   1. the correct answer or a reference to an array of answers
 2573   2. either a list of filters, or:
 2574      a hash consisting of
 2575     filters - a reference to an array of filters
 2576 
 2577   Returns an answer evaluator, or (if given a reference to an array of answers),
 2578   a list of answer evaluators
 2579 
 2580 FILTERS:
 2581 
 2582   remove_whitespace --  removes all whitespace
 2583   compress_whitespace --  removes whitespace from the beginning and end of the string,
 2584               and treats one or more whitespace characters in a row as a
 2585               single space (true by default)
 2586   trim_whitespace   --  removes whitespace from the beginning and end of the string
 2587   ignore_case   --  ignores the case of the letters (true by default)
 2588   ignore_order    --  ignores the order in which letters are entered
 2589 
 2590 EXAMPLES:
 2591 
 2592   str_cmp( "Hello" )  --  matches "Hello", "  hello" (same as std_str_cmp() )
 2593   str_cmp( ["Hello", "Goodbye"] ) --  same as std_str_cmp_list()
 2594   str_cmp( " hello ", trim_whitespace ) --  matches "hello", " hello  "
 2595   str_cmp( "ABC", filters => 'ignore_order' ) --  matches "ACB", "A B C", but not "abc"
 2596   str_cmp( "D E F", remove_whitespace, ignore_case )  --  matches "def" and "d e f" but not "fed"
 2597 
 2598 
 2599 =cut
 2600 
 2601 sub str_cmp {
 2602   my $correctAnswer = shift @_;
 2603   $correctAnswer = '' unless defined($correctAnswer);
 2604   my @options = @_;
 2605   my %options = ();
 2606   # backward compatibility
 2607   if (grep /filters|debug|filter/, @options) { # see whether we have hash keys in the input.
 2608     %options = @options;
 2609   } elsif (@options) {     # all options are names of filters.
 2610     $options{filters} = [@options];
 2611   }
 2612   my $ra_filters;
 2613   assign_option_aliases( \%options,
 2614         'filter'               =>  'filters',
 2615      );
 2616     set_default_options(  \%options,
 2617           'filters'               =>  [qw(trim_whitespace compress_whitespace ignore_case)],
 2618             'debug'         =>  0,
 2619             'type'                  =>  'str_cmp',
 2620     );
 2621   $options{filters} = (ref($options{filters}))?$options{filters}:[$options{filters}];
 2622   # make sure this is a reference to an array.
 2623   # error-checking for filters occurs in the filters() subroutine
 2624 #   if( not defined( $options[0] ) ) {    # used with no filters as alias for std_str_cmp()
 2625 #     @options = ( 'compress_whitespace', 'ignore_case' );
 2626 #   }
 2627 #
 2628 #   if( $options[0] eq 'filters' ) {    # using filters => [f1, f2, ...] notation
 2629 #     $ra_filters = $options[1];
 2630 #   }
 2631 #   else {            # using a list of filters
 2632 #     $ra_filters = \@options;
 2633 #   }
 2634 
 2635   # thread over lists
 2636   my @ans_list = ();
 2637 
 2638   if ( ref($correctAnswer) eq 'ARRAY' ) {
 2639     @ans_list = @{$correctAnswer};
 2640   }
 2641   else {
 2642     push( @ans_list, $correctAnswer );
 2643   }
 2644 
 2645   # final_answer;
 2646   my @output_list = ();
 2647 
 2648   foreach my $ans (@ans_list) {
 2649     push(@output_list, STR_CMP(
 2650                   'correct_ans' =>  $ans,
 2651             'filters'   =>  $options{filters},
 2652             'type'      =>  $options{type},
 2653             'debug'         =>  $options{debug},
 2654          )
 2655     );
 2656   }
 2657 
 2658   return (wantarray) ? @output_list : $output_list[0] ;
 2659 }
 2660 
 2661 =head3 "mode"_str_cmp functions
 2662 
 2663 The functions of the the form "mode"_str_cmp() use different functions to
 2664 specify which filters to apply. They take no options except the correct
 2665 string. There are also versions which accept a list of strings.
 2666 
 2667  std_str_cmp( $correctString )
 2668  std_str_cmp_list( @correctStringList )
 2669   Filters: compress_whitespace, ignore_case
 2670 
 2671  std_cs_str_cmp( $correctString )
 2672  std_cs_str_cmp_list( @correctStringList )
 2673   Filters: compress_whitespace
 2674 
 2675  strict_str_cmp( $correctString )
 2676  strict_str_cmp_list( @correctStringList )
 2677   Filters: trim_whitespace
 2678 
 2679  unordered_str_cmp( $correctString )
 2680  unordered_str_cmp_list( @correctStringList )
 2681   Filters: ignore_order, ignore_case
 2682 
 2683  unordered_cs_str_cmp( $correctString )
 2684  unordered_cs_str_cmp_list( @correctStringList )
 2685   Filters: ignore_order
 2686 
 2687  ordered_str_cmp( $correctString )
 2688  ordered_str_cmp_list( @correctStringList )
 2689   Filters: remove_whitespace, ignore_case
 2690 
 2691  ordered_cs_str_cmp( $correctString )
 2692  ordered_cs_str_cmp_list( @correctStringList )
 2693   Filters: remove_whitespace
 2694 
 2695 Examples
 2696 
 2697   ANS( std_str_cmp( "W. Mozart" ) ) --  Accepts "W. Mozart", "W. MOZarT",
 2698     and so forth. Case insensitive. All internal spaces treated
 2699     as single spaces.
 2700   ANS( std_cs_str_cmp( "Mozart" ) ) --  Rejects "mozart". Same as
 2701     std_str_cmp() but case sensitive.
 2702   ANS( strict_str_cmp( "W. Mozart" ) )  --  Accepts only the exact string.
 2703   ANS( unordered_str_cmp( "ABC" ) ) --  Accepts "a c B", "CBA" and so forth.
 2704     Unordered, case insensitive, spaces ignored.
 2705   ANS( unordered_cs_str_cmp( "ABC" ) )  --  Rejects "abc". Same as
 2706     unordered_str_cmp() but case sensitive.
 2707   ANS( ordered_str_cmp( "ABC" ) ) --  Accepts "a b C", "A B C" and so forth.
 2708     Ordered, case insensitive, spaces ignored.
 2709   ANS( ordered_cs_str_cmp( "ABC" ) )  --  Rejects "abc", accepts "A BC" and
 2710     so forth. Same as ordered_str_cmp() but case sensitive.
 2711 
 2712 =cut
 2713 
 2714 sub std_str_cmp {         # compare strings
 2715   my $correctAnswer = shift @_;
 2716   my @filters = ( 'compress_whitespace', 'ignore_case' );
 2717   my $type = 'std_str_cmp';
 2718   STR_CMP('correct_ans' =>  $correctAnswer,
 2719       'filters' =>  \@filters,
 2720       'type'    =>  $type
 2721   );
 2722 }
 2723 
 2724 sub std_str_cmp_list {        # alias for std_str_cmp
 2725   my @answerList = @_;
 2726   my @output;
 2727   while (@answerList) {
 2728     push( @output, std_str_cmp(shift @answerList) );
 2729   }
 2730   @output;
 2731 }
 2732 
 2733 sub std_cs_str_cmp {        # compare strings case sensitive
 2734   my $correctAnswer = shift @_;
 2735   my @filters = ( 'compress_whitespace' );
 2736   my $type = 'std_cs_str_cmp';
 2737   STR_CMP(  'correct_ans' =>  $correctAnswer,
 2738       'filters' =>  \@filters,
 2739       'type'    =>  $type
 2740   );
 2741 }
 2742 
 2743 sub std_cs_str_cmp_list {     # alias for std_cs_str_cmp
 2744   my @answerList = @_;
 2745   my @output;
 2746   while (@answerList) {
 2747     push( @output, std_cs_str_cmp(shift @answerList) );
 2748   }
 2749   @output;
 2750 }
 2751 
 2752 sub strict_str_cmp {        # strict string compare
 2753   my $correctAnswer = shift @_;
 2754   my @filters = ( 'trim_whitespace' );
 2755   my $type = 'strict_str_cmp';
 2756   STR_CMP(  'correct_ans' =>  $correctAnswer,
 2757       'filters' =>  \@filters,
 2758       'type'    =>  $type
 2759   );
 2760 }
 2761 
 2762 sub strict_str_cmp_list {     # alias for strict_str_cmp
 2763   my @answerList = @_;
 2764   my @output;
 2765   while (@answerList) {
 2766     push( @output, strict_str_cmp(shift @answerList) );
 2767   }
 2768   @output;
 2769 }
 2770 
 2771 sub unordered_str_cmp {       # unordered, case insensitive, spaces ignored
 2772   my $correctAnswer = shift @_;
 2773   my @filters = ( 'ignore_order', 'ignore_case' );
 2774   my $type = 'unordered_str_cmp';
 2775   STR_CMP(  'correct_ans'   =>  $correctAnswer,
 2776       'filters'   =>  \@filters,
 2777       'type'      =>  $type
 2778   );
 2779 }
 2780 
 2781 sub unordered_str_cmp_list {    # alias for unordered_str_cmp
 2782   my @answerList = @_;
 2783   my @output;
 2784   while (@answerList) {
 2785     push( @output, unordered_str_cmp(shift @answerList) );
 2786   }
 2787   @output;
 2788 }
 2789 
 2790 sub unordered_cs_str_cmp {      # unordered, case sensitive, spaces ignored
 2791   my $correctAnswer = shift @_;
 2792   my @filters = ( 'ignore_order' );
 2793   my $type = 'unordered_cs_str_cmp';
 2794   STR_CMP(  'correct_ans'   =>  $correctAnswer,
 2795       'filters'   =>  \@filters,
 2796       'type'      =>  $type
 2797   );
 2798 }
 2799 
 2800 sub unordered_cs_str_cmp_list {   # alias for unordered_cs_str_cmp
 2801   my @answerList = @_;
 2802   my @output;
 2803   while (@answerList) {
 2804     push( @output, unordered_cs_str_cmp(shift @answerList) );
 2805   }
 2806   @output;
 2807 }
 2808 
 2809 sub ordered_str_cmp {       # ordered, case insensitive, spaces ignored
 2810   my $correctAnswer = shift @_;
 2811   my @filters = ( 'remove_whitespace', 'ignore_case' );
 2812   my $type = 'ordered_str_cmp';
 2813   STR_CMP(  'correct_ans' =>  $correctAnswer,
 2814       'filters' =>  \@filters,
 2815       'type'    =>  $type
 2816   );
 2817 }
 2818 
 2819 sub ordered_str_cmp_list {      # alias for ordered_str_cmp
 2820   my @answerList = @_;
 2821   my @output;
 2822   while (@answerList) {
 2823     push( @output, ordered_str_cmp(shift @answerList) );
 2824   }
 2825   @output;
 2826 }
 2827 
 2828 sub ordered_cs_str_cmp {      # ordered,  case sensitive, spaces ignored
 2829   my $correctAnswer = shift @_;
 2830   my @filters = ( 'remove_whitespace' );
 2831   my $type = 'ordered_cs_str_cmp';
 2832   STR_CMP(  'correct_ans' =>  $correctAnswer,
 2833       'filters' =>  \@filters,
 2834       'type'    =>  $type
 2835   );
 2836 }
 2837 
 2838 sub ordered_cs_str_cmp_list {   # alias for ordered_cs_str_cmp
 2839   my @answerList = @_;
 2840   my @output;
 2841   while (@answerList) {
 2842     push( @output, ordered_cs_str_cmp(shift @answerList) );
 2843   }
 2844   @output;
 2845 }
 2846 
 2847 
 2848 ## LOW-LEVEL ROUTINE -- NOT NORMALLY FOR END USERS -- USE WITH CAUTION
 2849 ##
 2850 ## IN:  a hashtable with the following entries (error-checking to be added later?):
 2851 ##      correctAnswer --  the correct answer, before filtering
 2852 ##      filters     --  reference to an array containing the filters to be applied
 2853 ##      type      --  a string containing the type of answer evaluator in use
 2854 ## OUT: a reference to an answer evaluator subroutine
 2855 sub STR_CMP {
 2856   my %str_params = @_;
 2857   #my $correctAnswer =  str_filters( $str_params{'correct_ans'}, @{$str_params{'filters'}} );
 2858   my $answer_evaluator = new AnswerEvaluator;
 2859   $answer_evaluator->{debug} = $str_params{debug};
 2860   $answer_evaluator->ans_hash(
 2861     correct_ans       => "$str_params{correct_ans}",
 2862     type              => $str_params{type}||'str_cmp',
 2863     score             => 0,
 2864 
 2865     );
 2866   my %known_filters = (
 2867               'remove_whitespace'   =>  \&remove_whitespace,
 2868         'compress_whitespace' =>  \&compress_whitespace,
 2869         'trim_whitespace'   =>  \&trim_whitespace,
 2870         'ignore_case'     =>  \&ignore_case,
 2871         'ignore_order'      =>  \&ignore_order,
 2872   );
 2873 
 2874   foreach my $filter ( @{$str_params{filters}} ) {
 2875     #check that filter is known
 2876     die "Unknown string filter |$filter|. Known filters are ".
 2877          join(" ", keys %known_filters) .
 2878          "(try checking the parameters to str_cmp() )"
 2879                 unless exists $known_filters{$filter};
 2880     # install related pre_filter
 2881     $answer_evaluator->install_pre_filter( $known_filters{$filter} );
 2882   }
 2883   $answer_evaluator->install_evaluator(sub {
 2884       my $rh_ans = shift;
 2885       $rh_ans->{_filter_name} = "Evaluator: Compare string answers with eq";
 2886       $rh_ans->{score} = ($rh_ans->{student_ans} eq $rh_ans->{correct_ans})?1:0  ;
 2887       $rh_ans;
 2888   });
 2889   $answer_evaluator->install_post_filter(sub {
 2890     my $rh_hash = shift;
 2891     $rh_hash->{_filter_name} = "clean up preview strings";
 2892     $rh_hash->{'preview_text_string'} = $rh_hash->{student_ans};
 2893     $rh_hash->{'preview_latex_string'} = "\\text{ ".$rh_hash->{student_ans}." }";
 2894     $rh_hash;
 2895   });
 2896   return $answer_evaluator;
 2897 }
 2898 
 2899 # sub STR_CMP_old {
 2900 #   my %str_params = @_;
 2901 #   $str_params{'correct_ans'} = str_filters( $str_params{'correct_ans'}, @{$str_params{'filters'}} );
 2902 #   my $answer_evaluator = sub {
 2903 #     my $in = shift @_;
 2904 #     $in = '' unless defined $in;
 2905 #     my $original_student_ans = $in;
 2906 #     $in = str_filters( $in, @{$str_params{'filters'}} );
 2907 #     my $correctQ = ( $in eq $str_params{'correct_ans'} ) ? 1: 0;
 2908 #     my $ans_hash = new AnswerHash(    'score'       =>  $correctQ,
 2909 #               'correct_ans'     =>  $str_params{'correctAnswer'},
 2910 #               'student_ans'     =>  $in,
 2911 #               'ans_message'     =>  '',
 2912 #               'type'        =>  $str_params{'type'},
 2913 #               'preview_text_string'   =>  $in,
 2914 #               'preview_latex_string'    =>  $in,
 2915 #               'original_student_ans'    =>  $original_student_ans
 2916 #     );
 2917 #     return $ans_hash;
 2918 #   };
 2919 #   return $answer_evaluator;
 2920 # }
 2921 
 2922 ##########################################################################
 2923 ##########################################################################
 2924 ## Miscellaneous answer evaluators
 2925 
 2926 =head2 Miscellaneous Answer Evaluators (Checkboxes and Radio Buttons)
 2927 
 2928 These evaluators do not fit any of the other categories.
 2929 
 2930 checkbox_cmp( $correctAnswer )
 2931 
 2932   $correctAnswer  --  a string containing the names of the correct boxes,
 2933             e.g. "ACD". Note that this means that individual
 2934             checkbox names can only be one character. Internally,
 2935             this is largely the same as unordered_cs_str_cmp().
 2936 
 2937 radio_cmp( $correctAnswer )
 2938 
 2939   $correctAnswer  --  a string containing the name of the correct radio
 2940             button, e.g. "Choice1". This is case sensitive and
 2941             whitespace sensitive, so the correct answer must match
 2942             the name of the radio button exactly.
 2943 
 2944 =cut
 2945 
 2946 # added 6/14/2000 by David Etlinger
 2947 # because of the conversion of the answer
 2948 # string to an array, I thought it better not
 2949 # to force STR_CMP() to work with this
 2950 
 2951 #added 2/26/2003 by Mike Gage
 2952 # handled the case where multiple answers are passed as an array reference
 2953 # rather than as a \0 delimited string.
 2954 sub checkbox_cmp {
 2955   my  $correctAnswer = shift @_;
 2956   my %options = @_;
 2957   assign_option_aliases( \%options,
 2958      );
 2959     set_default_options(  \%options,
 2960           'debug'         =>  0,
 2961             'type'                  =>  'checkbox_cmp',
 2962     );
 2963   my $answer_evaluator = new AnswerEvaluator(
 2964     correct_ans      => $correctAnswer,
 2965     type             => $options{type},
 2966   );
 2967   # pass along debug requests
 2968   $answer_evaluator->{debug} = $options{debug};
 2969 
 2970   # join student answer array into a single string if necessary
 2971   $answer_evaluator->install_pre_filter(sub {
 2972     my $rh_ans = shift;
 2973     $rh_ans->{_filter_name} = 'convert student_ans to string';
 2974     $rh_ans->{student_ans} = join("", @{$rh_ans->{student_ans}})
 2975              if ref($rh_ans->{student_ans}) =~/ARRAY/i;
 2976     $rh_ans;
 2977   });
 2978   # ignore order of check boxes
 2979   $answer_evaluator->install_pre_filter(\&ignore_order);
 2980   # compare as strings
 2981   $answer_evaluator->install_evaluator(sub {
 2982     my $rh_ans     = shift;
 2983     $rh_ans->{_filter_name} = 'compare strings generated by checked boxes';
 2984     $rh_ans->{score} = ($rh_ans->{student_ans} eq $rh_ans->{correct_ans}) ? 1 : 0;
 2985     $rh_ans;
 2986   });
 2987   # fix up preview displays
 2988   $answer_evaluator->install_post_filter( sub {
 2989     my $rh_ans      = shift;
 2990     $rh_ans->{_filter_name} = 'adjust preview strings';
 2991     $rh_ans->{type} = $options{type};
 2992     $rh_ans->{preview_text_string}  = '\\text{'.$rh_ans->{student_ans}.'}',
 2993     $rh_ans->{preview_latex_string} = '\\text{'.$rh_ans->{student_ans}.'}',
 2994     $rh_ans;
 2995 
 2996 
 2997   });
 2998 
 2999 #   my  $answer_evaluator = sub {
 3000 #     my $in = shift @_;
 3001 #     $in = '' unless defined $in;      #in case no boxes checked
 3002 #                         # multiple answers could come in two forms
 3003 #                         # either a \0 delimited string or
 3004 #                         # an array reference.  We handle both.
 3005 #         if (ref($in) eq 'ARRAY')   {
 3006 #           $in = join("",@{$in});              # convert array to single no-delimiter string
 3007 #         } else {
 3008 #       my @temp = split( "\0", $in );    #convert "\0"-delimited string to array...
 3009 #       $in = join( "", @temp );      #and then to a single no-delimiter string
 3010 #     }
 3011 #     my $original_student_ans = $in;     #well, almost original
 3012 #     $in = str_filters( $in, 'ignore_order' );
 3013 #
 3014 #     my $correctQ = ($in eq $correctAnswer) ? 1: 0;
 3015 #
 3016 #     my $ans_hash = new AnswerHash(
 3017 #       'score'             =>  $correctQ,
 3018 #       'correct_ans'       =>  "$correctAnswer",
 3019 #       'student_ans'       =>  $in,
 3020 #       'ans_message'       =>  "",
 3021 #       'type'              =>  "checkbox_cmp",
 3022 #       'preview_text_string' =>  $in,
 3023 #       'preview_latex_string'  =>  $in,
 3024 #       'original_student_ans'  =>  $original_student_ans
 3025 #     );
 3026 #     return $ans_hash;
 3027 #
 3028 #   };
 3029   return $answer_evaluator;
 3030 }
 3031 # sub checkbox_cmp {
 3032 #   my  $correctAnswer = shift @_;
 3033 #   $correctAnswer = str_filters( $correctAnswer, 'ignore_order' );
 3034 #
 3035 #   my  $answer_evaluator = sub {
 3036 #     my $in = shift @_;
 3037 #     $in = '' unless defined $in;      #in case no boxes checked
 3038 #                         # multiple answers could come in two forms
 3039 #                         # either a \0 delimited string or
 3040 #                         # an array reference.  We handle both.
 3041 #         if (ref($in) eq 'ARRAY')   {
 3042 #           $in = join("",@{$in});              # convert array to single no-delimiter string
 3043 #         } else {
 3044 #       my @temp = split( "\0", $in );    #convert "\0"-delimited string to array...
 3045 #       $in = join( "", @temp );      #and then to a single no-delimiter string
 3046 #     }
 3047 #     my $original_student_ans = $in;     #well, almost original
 3048 #     $in = str_filters( $in, 'ignore_order' );
 3049 #
 3050 #     my $correctQ = ($in eq $correctAnswer) ? 1: 0;
 3051 #
 3052 #     my $ans_hash = new AnswerHash(
 3053 #       'score'             =>  $correctQ,
 3054 #       'correct_ans'       =>  "$correctAnswer",
 3055 #       'student_ans'       =>  $in,
 3056 #       'ans_message'       =>  "",
 3057 #       'type'              =>  "checkbox_cmp",
 3058 #       'preview_text_string' =>  $in,
 3059 #       'preview_latex_string'  =>  $in,
 3060 #       'original_student_ans'  =>  $original_student_ans
 3061 #     );
 3062 #     return $ans_hash;
 3063 #
 3064 #   };
 3065 #   return $answer_evaluator;
 3066 # }
 3067 
 3068 #added 6/28/2000 by David Etlinger
 3069 #exactly the same as strict_str_cmp,
 3070 #but more intuitive to the user
 3071 
 3072 # check that answer is really a string and not an array
 3073 # also use ordinary string compare
 3074 sub radio_cmp {
 3075   #strict_str_cmp( @_ );
 3076   my $response = shift;  # there should be only one item.
 3077   warn "Multiple choices -- this should not happen with radio buttons. Have
 3078   you used checkboxes perhaps?" if ref($response); #triggered if an ARRAY is passed
 3079   str_cmp($response);
 3080 }
 3081 
 3082 ##########################################################################
 3083 ##########################################################################
 3084 ## Text and e-mail routines
 3085 
 3086 sub store_ans_at {
 3087   my $answerStringRef = shift;
 3088   my %options = @_;
 3089   my $ans_eval= '';
 3090   if ( ref($answerStringRef) eq 'SCALAR' ) {
 3091     $ans_eval= sub {
 3092       my $text = shift;
 3093       $text = '' unless defined($text);
 3094       $$answerStringRef = $$answerStringRef  . $text;
 3095       my $ans_hash = new AnswerHash(
 3096                'score'      =>  1,
 3097                'correct_ans'      =>  '',
 3098                'student_ans'      =>  $text,
 3099                'ans_message'      =>  '',
 3100                'type'       =>  'store_ans_at',
 3101                'original_student_ans'   =>  $text,
 3102                'preview_text_string'    =>  ''
 3103       );
 3104 
 3105     return $ans_hash;
 3106     };
 3107   }
 3108   else {
 3109     die "Syntax error: \n The argument to store_ans_at() must be a pointer to a scalar.\n(e.g.  store_ans_at(~~\$MSG) )\n\n";
 3110   }
 3111 
 3112   return $ans_eval;
 3113 }
 3114 
 3115 #### subroutines used in producing a questionnaire
 3116 #### these are at least good models for other answers of this type
 3117 
 3118 # my $QUESTIONNAIRE_ANSWERS=''; #  stores the answers until it is time to send them
 3119        #  this must be initialized before the answer evaluators are run
 3120        #  but that happens long after all of the text in the problem is
 3121        #  evaluated.
 3122 # this is a utility script for cleaning up the answer output for display in
 3123 #the answers.
 3124 
 3125 sub DUMMY_ANSWER {
 3126   my $num = shift;
 3127   qq{<INPUT TYPE="HIDDEN" NAME="answer$num" VALUE="">}
 3128 }
 3129 
 3130 sub escapeHTML {
 3131   my $string = shift;
 3132   $string =~ s/\n/$BR/ge;
 3133   $string;
 3134 }
 3135 
 3136 # these next three subroutines show how to modify the "store_ans_at()" answer
 3137 # evaluator to add extra information before storing the info
 3138 # They provide a good model for how to tweak answer evaluators in special cases.
 3139 
 3140 sub anstext {
 3141   my $num = shift;
 3142   my $ans_eval_template = store_ans_at(\$QUESTIONNAIRE_ANSWERS);
 3143   my $psvnNumber  = PG_restricted_eval(q!$main::psvnNumber!);
 3144   my $probNum     = PG_restricted_eval(q!$main::probNum!);
 3145   my $courseName  = PG_restricted_eval(q!$main::courseName!);
 3146   my $setNumber     = PG_restricted_eval(q!$main::setNumber!);
 3147 
 3148   my $ans_eval    = sub {
 3149          my $text = shift;
 3150          $text = '' unless defined($text);
 3151          my $new_text = "\n${setNumber}_${courseName}_$psvnNumber-Problem-$probNum-Question-$num:\n $text "; #  modify entered text
 3152          my $out = &$ans_eval_template($new_text);       # standard evaluator
 3153          #warn "$QUESTIONNAIRE_ANSWERS";
 3154          $out->{student_ans} = escapeHTML($text);  #  restore original entered text
 3155          $out->{correct_ans} = "Question  $num answered";
 3156          $out->{original_student_ans} = escapeHTML($text);
 3157          $out;
 3158     };
 3159    $ans_eval;
 3160 }
 3161 
 3162 
 3163 sub ansradio {
 3164   my $num = shift;
 3165   my $psvnNumber  = PG_restricted_eval(q!$main::psvnNumber!);
 3166   my $probNum  = PG_restricted_eval(q!$main::probNum!);
 3167 
 3168   my $ans_eval_template = store_ans_at(\$QUESTIONNAIRE_ANSWERS);
 3169   my $ans_eval = sub {
 3170          my $text = shift;
 3171          $text = '' unless defined($text);
 3172          my $new_text = "\n$psvnNumber-Problem-$probNum-RADIO-$num:\n $text ";       # modify entered text
 3173          my $out = $ans_eval_template->($new_text);       # standard evaluator
 3174          $out->{student_ans} =escapeHTML($text);  # restore original entered text
 3175          $out->{original_student_ans} = escapeHTML($text);
 3176          $out;
 3177    };
 3178 
 3179    $ans_eval;
 3180 }
 3181 
 3182 sub anstext_non_anonymous {
 3183   ## this emails identifying information
 3184   my $num          = shift;
 3185     my $psvnNumber   = PG_restricted_eval(q!$main::psvnNumber!);
 3186   my $probNum      = PG_restricted_eval(q!$main::probNum!);
 3187     my $studentLogin = PG_restricted_eval(q!$main::studentLogin!);
 3188   my $studentID    = PG_restricted_eval(q!$main::studentID!);
 3189     my $studentName  = PG_restricted_eval(q!$main::studentName!);
 3190 
 3191 
 3192   my $ans_eval_template = store_ans_at(\$QUESTIONNAIRE_ANSWERS);
 3193   my $ans_eval = sub {
 3194          my $text = shift;
 3195          $text = '' unless defined($text);
 3196          my $new_text = "\n$psvnNumber-Problem-$probNum-Question-$num:\n$studentLogin $main::studentID $studentName\n$text "; # modify entered text
 3197          my $out = &$ans_eval_template($new_text);       # standard evaluator
 3198          #warn "$QUESTIONNAIRE_ANSWERS";
 3199          $out->{student_ans} = escapeHTML($text);  #  restore original entered text
 3200          $out->{correct_ans} = "Question  $num answered";
 3201          $out->{original_student_ans} = escapeHTML($text);
 3202          $out;
 3203     };
 3204    $ans_eval;
 3205 }
 3206 
 3207 
 3208 #  This is another example of how to modify an  answer evaluator to obtain
 3209 #  the desired behavior in a special case.  Here the object is to have
 3210 #  have the last answer trigger the send_mail_to subroutine which mails
 3211 #  all of the answers to the designated address.
 3212 #  (This address must be listed in PG_environment{'ALLOW_MAIL_TO'} or an error occurs.)
 3213 
 3214 # Fix me?? why is the body hard wired to the string QUESTIONNAIRE_ANSWERS?
 3215 
 3216 sub mail_answers_to {  #accepts the last answer and mails off the result
 3217   my $user_address = shift;
 3218   my $ans_eval = sub {
 3219 
 3220     # then mail out all of the answers, including this last one.
 3221 
 3222     send_mail_to( $user_address,
 3223           'subject'       =>  "$main::courseName WeBWorK questionnaire",
 3224           'body'          =>  $QUESTIONNAIRE_ANSWERS,
 3225           'ALLOW_MAIL_TO'   =>  $rh_envir->{ALLOW_MAIL_TO}
 3226     );
 3227 
 3228     my $ans_hash = new AnswerHash(  'score'   =>  1,
 3229             'correct_ans' =>  '',
 3230             'student_ans' =>  'Answer recorded',
 3231             'ans_message' =>  '',
 3232             'type'    =>  'send_mail_to',
 3233     );
 3234 
 3235     return $ans_hash;
 3236   };
 3237 
 3238   return $ans_eval;
 3239 }
 3240 
 3241 sub save_answer_to_file {  #accepts the last answer and mails off the result
 3242   my $fileID = shift;
 3243   my $ans_eval = new AnswerEvaluator;
 3244   $ans_eval->install_evaluator(
 3245       sub {
 3246          my $rh_ans = shift;
 3247 
 3248              unless ( defined( $rh_ans->{student_ans} ) ) {
 3249               $rh_ans->throw_error("save_answers_to_file","{student_ans} field not defined");
 3250               return $rh_ans;
 3251             }
 3252 
 3253         my $error;
 3254         my $string = '';
 3255         $string = qq![[<$main::studentLogin> $main::studentName /!. time() . qq!/]]\n!.
 3256           $rh_ans->{student_ans}. qq!\n\n============================\n\n!;
 3257 
 3258         if ($error = AnswerIO::saveAnswerToFile('preflight',$string) ) {
 3259           $rh_ans->throw_error("save_answers_to_file","Error:  $error");
 3260         } else {
 3261           $rh_ans->{'student_ans'} = 'Answer saved';
 3262           $rh_ans->{'score'} = 1;
 3263         }
 3264         $rh_ans;
 3265       }
 3266   );
 3267 
 3268   return $ans_eval;
 3269 }
 3270 
 3271 sub mail_answers_to2 {  #accepts the last answer and mails off the result
 3272   my $user_address         = shift;
 3273   my $subject              = shift;
 3274   my $ra_allow_mail_to     = shift;
 3275   $subject = "$main::courseName WeBWorK questionnaire" unless defined $subject;
 3276   send_mail_to($user_address,
 3277       'subject'     => $subject,
 3278       'body'        => $QUESTIONNAIRE_ANSWERS,
 3279       'ALLOW_MAIL_TO'   => $rh_envir->{ALLOW_MAIL_TO},
 3280   );
 3281 }
 3282 
 3283 ##########################################################################
 3284 ##########################################################################
 3285 
 3286 
 3287 ###########################################################################
 3288 ### THE FOLLOWING ARE LOCAL SUBROUTINES THAT ARE MEANT TO BE CALLED ONLY FROM THIS SCRIPT.
 3289 
 3290 ## Internal routine that converts variables into the standard array format
 3291 ##
 3292 ## IN:  one of the following:
 3293 ##      an undefined value (i.e., no variable was specified)
 3294 ##      a reference to an array of variable names -- [var1, var2]
 3295 ##      a number (the number of variables desired) -- 3
 3296 ##      one or more variable names -- (var1, var2)
 3297 ## OUT: an array of variable names
 3298 
 3299 sub get_var_array {
 3300   my $in = shift @_;
 3301   my @out;
 3302 
 3303   if( not defined($in) ) {      #if nothing defined, build default array and return
 3304     @out = ( $functVarDefault );
 3305     return @out;
 3306   }
 3307   elsif( ref( $in ) eq 'ARRAY' ) {  #if given an array ref, dereference and return
 3308     return @{$in};
 3309   }
 3310   elsif( $in =~ /^\d+/ ) {      #if given a number, set up the array and return
 3311     if( $in == 1 ) {
 3312       $out[0] = 'x';
 3313     }
 3314     elsif( $in == 2 ) {
 3315       $out[0] = 'x';
 3316       $out[1] = 'y';
 3317     }
 3318     elsif( $in == 3 ) {
 3319       $out[0] = 'x';
 3320       $out[1] = 'y';
 3321       $out[2] = 'z';
 3322     }
 3323     else {  #default to the x_1, x_2, ... convention
 3324       my ($i, $tag);
 3325       for($i = 0; $i < $in; $i++) {$out[$i] = "${functVarDefault}_".($i+1)}
 3326     }
 3327     return @out;
 3328   }
 3329   else {            #if given one or more names, return as an array
 3330     unshift( @_, $in );
 3331     return @_;
 3332   }
 3333 }
 3334 
 3335 ## Internal routine that converts limits into the standard array of arrays format
 3336 ##  Some of the cases are probably unneccessary, but better safe than sorry
 3337 ##
 3338 ## IN:  one of the following:
 3339 ##      an undefined value (i.e., no limits were specified)
 3340 ##      a reference to an array of arrays of limits -- [[llim,ulim], [llim,ulim]]
 3341 ##      a reference to an array of limits -- [llim, ulim]
 3342 ##      an array of array references -- ([llim,ulim], [llim,ulim])
 3343 ##      an array of limits -- (llim,ulim)
 3344 ## OUT: an array of array references -- ([llim,ulim], [llim,ulim]) or ([llim,ulim])
 3345 
 3346 sub get_limits_array {
 3347   my $in = shift @_;
 3348   my @out;
 3349 
 3350   if( not defined($in) ) {        #if nothing defined, build default array and return
 3351     @out = ( [$functLLimitDefault, $functULimitDefault] );
 3352     return @out;
 3353   }
 3354   elsif( ref($in) eq 'ARRAY' ) {        #$in is either ref to array, or ref to array of refs
 3355     my @deref = @{$in};
 3356 
 3357     if( ref( $in->[0] ) eq 'ARRAY' ) {    #$in is a ref to an array of array refs
 3358       return @deref;
 3359     }
 3360     else {            #$in was just a ref to an array of numbers
 3361       @out = ( $in );
 3362       return @out;
 3363     }
 3364   }
 3365   else {              #$in was an array of references or numbers
 3366     unshift( @_, $in );
 3367 
 3368     if( ref($_[0]) eq 'ARRAY' ) {     #$in was an array of references, so just return it
 3369       return @_;
 3370     }
 3371     else {            #$in was an array of numbers
 3372       @out = ( \@_ );
 3373       return @out;
 3374     }
 3375   }
 3376 }
 3377 
 3378 #sub check_option_list {
 3379 # my $size = scalar(@_);
 3380 # if( ( $size % 2 ) != 0 ) {
 3381 #   warn "ERROR in answer evaluator generator:\n" .
 3382 #     "Usage: <CODE>str_cmp([\$ans1,  \$ans2],%options)</CODE>
 3383 #     or <CODE> num_cmp([\$num1, \$num2], %options)</CODE><BR>
 3384 #     A list of inputs must be inclosed in square brackets <CODE>[\$ans1, \$ans2]</CODE>";
 3385 # }
 3386 #}
 3387 
 3388 # simple subroutine to display an error message when
 3389 # function compares are called with invalid parameters
 3390 sub function_invalid_params {
 3391   my $correctEqn = shift @_;
 3392   my $error_response = sub {
 3393     my $PGanswerMessage = "Tell your professor that there is an error with the parameters " .
 3394             "to the function answer evaluator";
 3395     return ( 0, $correctEqn, "", $PGanswerMessage );
 3396   };
 3397   return $error_response;
 3398 }
 3399 
 3400 sub clean_up_error_msg {
 3401   my $msg = $_[0];
 3402   $msg =~ s/^\[[^\]]*\][^:]*://;
 3403   $msg =~ s/Unquoted string//g;
 3404   $msg =~ s/may\s+clash.*/does not make sense here/;
 3405   $msg =~ s/\sat.*line [\d]*//g;
 3406   $msg = 'Error: '. $msg;
 3407 
 3408   return $msg;
 3409 }
 3410 
 3411 #formats the student and correct answer as specified
 3412 #format must be of a form suitable for sprintf (e.g. '%0.5g'),
 3413 #with the exception that a '#' at the end of the string
 3414 #will cause trailing zeros in the decimal part to be removed
 3415 sub prfmt {
 3416   my($number,$format) = @_;  # attention, the order of format and number are reversed
 3417   my $out;
 3418   if ($format) {
 3419     warn "Incorrect format used: $format. <BR> Format should look something like %4.5g<BR>"
 3420                 unless $format =~ /^\s*%\d*\.?\d*\w#?\s*$/;
 3421 
 3422     if( $format =~ s/#\s*$// ) {  # remove trailing zeros in the decimal
 3423       $out = sprintf( $format, $number );
 3424       $out =~ s/(\.\d*?)0+$/$1/;
 3425       $out =~ s/\.$//;      # in case all decimal digits were zero, remove the decimal
 3426       $out =~ s/e/E/g;        # only use capital E's for exponents. Little e is for 2.71828...
 3427     } elsif (is_a_number($number) ){
 3428       $out = sprintf( $format, $number );
 3429       $out =~ s/e/E/g;        # only use capital E's for exponents. Little e is for 2.71828...
 3430     } else { # number is probably a string representing an arithmetic expression
 3431       $out = $number;
 3432     }
 3433 
 3434   } else {
 3435     if (is_a_number($number)) {# only use capital E's for exponents. Little e is for 2.71828...
 3436       $out = $number;
 3437       $out =~ s/e/E/g;
 3438     } else { # number is probably a string representing an arithmetic expression
 3439       $out = $number;
 3440     }
 3441   }
 3442   return $out;
 3443 }
 3444 #########################################################################
 3445 # Filters for answer evaluators
 3446 #########################################################################
 3447 
 3448 =head2 Filters
 3449 
 3450 =pod
 3451 
 3452 A filter is a short subroutine with the following structure.  It accepts an
 3453 AnswerHash, followed by a hash of options.  It returns an AnswerHash
 3454 
 3455   $ans_hash = filter($ans_hash, %options);
 3456 
 3457 See the AnswerHash.pm file for a list of entries which can be expected to be found
 3458 in an AnswerHash, such as 'student_ans', 'score' and so forth.  Other entries
 3459 may be present for specialized answer evaluators.
 3460 
 3461 The hope is that a well designed set of filters can easily be combined to form
 3462 a new answer_evaluator and that this method will produce answer evaluators which are
 3463 are more robust than the method of copying existing answer evaluators and modifying them.
 3464 
 3465 Here is an outline of how a filter is constructed:
 3466 
 3467   sub filter{
 3468     my $rh_ans = shift;
 3469     my %options = @_;
 3470     assign_option_aliases(\%options,
 3471         'alias1'  => 'option5'
 3472         'alias2'  => 'option7'
 3473     );
 3474     set_default_options(\%options,
 3475         '_filter_name'  =>  'filter',
 3476         'option5'   =>  .0001,
 3477         'option7'   =>  'ascii',
 3478         'allow_unknown_options  =>  0,
 3479     }
 3480     .... body code of filter .......
 3481       if ($error) {
 3482         $rh_ans->throw_error("FILTER_ERROR", "Something went wrong");
 3483         # see AnswerHash.pm for details on using the throw_error method.
 3484 
 3485     $rh_ans;  #reference to an AnswerHash object is returned.
 3486   }
 3487 
 3488 =cut
 3489 
 3490 =head4 compare_numbers
 3491 
 3492 
 3493 =cut
 3494 
 3495 
 3496 sub compare_numbers {
 3497   my ($rh_ans, %options) = @_;
 3498   my ($inVal,$PG_eval_errors,$PG_full_error_report) = PG_answer_eval($rh_ans->{student_ans});
 3499   if ($PG_eval_errors) {
 3500     $rh_ans->throw_error('EVAL','There is a syntax error in your answer');
 3501     $rh_ans->{ans_message} = clean_up_error_msg($PG_eval_errors);
 3502     # return $rh_ans;
 3503   } else {
 3504     $rh_ans->{student_ans} = prfmt($inVal,$options{format});
 3505   }
 3506 
 3507   my $permitted_error;
 3508 
 3509   if ($rh_ans->{tolType} eq 'absolute') {
 3510     $permitted_error = $rh_ans->{tolerance};
 3511   }
 3512   elsif ( abs($rh_ans->{correct_ans}) <= $options{zeroLevel}) {
 3513       $permitted_error = $options{zeroLevelTol};  ## want $tol to be non zero
 3514   }
 3515   else {
 3516     $permitted_error = abs($rh_ans->{tolerance}*$rh_ans->{correct_ans});
 3517   }
 3518 
 3519   my $is_a_number = is_a_number($inVal);
 3520   $rh_ans->{score} = 1 if ( ($is_a_number) and
 3521       (abs( $inVal - $rh_ans->{correct_ans} ) <= $permitted_error) );
 3522   if (not $is_a_number) {
 3523     $rh_ans->{error_message} = "$rh_ans->{error_message}". 'Your answer does not evaluate to a number ';
 3524   }
 3525 
 3526   $rh_ans;
 3527 }
 3528 
 3529 =head4 std_num_filter
 3530 
 3531   std_num_filter($rh_ans, %options)
 3532   returns $rh_ans
 3533 
 3534 Replaces some constants using math_constants, then evaluates a perl expression.
 3535 
 3536 
 3537 =cut
 3538 
 3539 sub std_num_filter {
 3540   my $rh_ans = shift;
 3541   my %options = @_;
 3542   my $in = $rh_ans->input();
 3543   $in = math_constants($in);
 3544   $rh_ans->{type} = 'std_number';
 3545   my ($inVal,$PG_eval_errors,$PG_full_error_report);
 3546   if ($in =~ /\S/) {
 3547     ($inVal,$PG_eval_errors,$PG_full_error_report) = PG_answer_eval($in);
 3548   } else {
 3549     $PG_eval_errors = '';
 3550   }
 3551 
 3552   if ($PG_eval_errors) {        ##error message from eval or above
 3553     $rh_ans->{ans_message} = 'There is a syntax error in your answer';
 3554     $rh_ans->{student_ans} =
 3555     clean_up_error_msg($PG_eval_errors);
 3556   } else {
 3557     $rh_ans->{student_ans} = $inVal;
 3558   }
 3559   $rh_ans;
 3560 }
 3561 
 3562 =head std_num_array_filter
 3563 
 3564   std_num_array_filter($rh_ans, %options)
 3565   returns $rh_ans
 3566 
 3567 Assumes the {student_ans} field is a numerical  array, and applies BOTH check_syntax and std_num_filter
 3568 to each element of the array.  Does it's best to generate sensible error messages for syntax errors.
 3569 A typical error message displayed in {studnet_ans} might be ( 56, error message, -4).
 3570 
 3571 =cut
 3572 
 3573 sub std_num_array_filter {
 3574   my $rh_ans= shift;
 3575   my %options = @_;
 3576   set_default_options(  \%options,
 3577         '_filter_name'  =>  'std_num_array_filter',
 3578     );
 3579   my @in = @{$rh_ans->{student_ans}};
 3580   my $temp_hash = new AnswerHash;
 3581   my @out=();
 3582   my $PGanswerMessage = '';
 3583   foreach my $item (@in)   {  # evaluate each number in the vector
 3584     $temp_hash->input($item);
 3585     $temp_hash = check_syntax($temp_hash);
 3586     if (defined($temp_hash->{error_flag}) and $temp_hash->{error_flag} eq 'SYNTAX') {
 3587       $PGanswerMessage .= $temp_hash->{ans_message};
 3588       $temp_hash->{ans_message} = undef;
 3589     } else {
 3590       #continue processing
 3591       $temp_hash = std_num_filter($temp_hash);
 3592       if (defined($temp_hash->{ans_message}) and $temp_hash->{ans_message} ) {
 3593         $PGanswerMessage .= $temp_hash->{ans_message};
 3594         $temp_hash->{ans_message} = undef;
 3595       }
 3596     }
 3597     push(@out, $temp_hash->input());
 3598 
 3599   }
 3600   if ($PGanswerMessage) {
 3601     $rh_ans->input( "( " . join(", ", @out ) . " )" );
 3602         $rh_ans->throw_error('SYNTAX', 'There is a syntax error in your answer.');
 3603   } else {
 3604     $rh_ans->input( [@out] );
 3605   }
 3606   $rh_ans;
 3607 }
 3608 
 3609 =head4 function_from_string2
 3610 
 3611 
 3612 
 3613 =cut
 3614 
 3615 sub function_from_string2 {
 3616     my $rh_ans = shift;
 3617     my %options = @_;
 3618   assign_option_aliases(\%options,
 3619         'vars'      => 'ra_vars',
 3620         'var'           => 'ra_vars',
 3621         'store_in'      => 'stdout',
 3622   );
 3623   set_default_options(  \%options,
 3624         'stdin'         =>  'student_ans',
 3625               'stdout'    =>  'rf_student_ans',
 3626           'ra_vars'   =>  [qw( x y )],
 3627           'debug'     =>  0,
 3628           '_filter_name'  =>  'function_from_string2',
 3629     );
 3630     # initialize
 3631     $rh_ans->{_filter_name} = $options{_filter_name};
 3632 
 3633     my $eqn         = $rh_ans->{ $options{stdin} };
 3634     my @VARS        = @{ $options{ 'ra_vars'}    };
 3635     #warn "VARS = ", join("<>", @VARS) if defined($options{debug}) and $options{debug} ==1;
 3636     my $originalEqn = $eqn;
 3637     $eqn            = &math_constants($eqn);
 3638     for( my $i = 0; $i < @VARS; $i++ ) {
 3639         #  This next line is a hack required for 5.6.0 -- it doesn't appear to be needed in 5.6.1
 3640         my ($temp,$er1,$er2) = PG_restricted_eval('"'. $VARS[$i] . '"');
 3641     #$eqn =~ s/\b$VARS[$i]\b/\$VARS[$i]/g;
 3642         $eqn  =~ s/\b$temp\b/\$VARS[$i]/g;
 3643 
 3644   }
 3645   #warn "equation evaluated = $eqn",$rh_ans->pretty_print(), "<br>\noptions<br>\n",
 3646   #     pretty_print(\%options)
 3647   #     if defined($options{debug}) and $options{debug} ==1;
 3648     my ($function_sub,$PG_eval_errors, $PG_full_errors) = PG_answer_eval( q!
 3649       sub {
 3650         my @VARS = @_;
 3651         my $input_str = '';
 3652         for( my $i=0; $i<@VARS; $i++ ) {
 3653           $input_str .= "\$VARS[$i] = $VARS[$i]; ";
 3654         }
 3655         my $PGanswerMessage;
 3656         $input_str .= '! . $eqn . q!';  # need the single quotes to keep the contents of $eqn from being
 3657                                         # evaluated when it is assigned to $input_str;
 3658         my ($out, $PG_eval_errors, $PG_full_errors) = PG_answer_eval($input_str); #Finally evaluated
 3659 
 3660         if ( defined($PG_eval_errors) and $PG_eval_errors =~ /\S/ ) {
 3661             $PGanswerMessage  = clean_up_error_msg($PG_eval_errors);
 3662 # This message seemed too verbose, but it does give extra information, we'll see if it is needed.
 3663 #                    "<br> There was an error in evaluating your function <br>
 3664 #           !. $originalEqn . q! <br>
 3665 #           at ( " . join(', ', @VARS) . " ) <br>
 3666 #            $PG_eval_errors
 3667 #           ";   # this message appears in the answer section which is not process by Latex2HTML so it must
 3668 #                # be in HTML.  That is why $BR is NOT used.
 3669 
 3670       }
 3671       (wantarray) ? ($out, $PGanswerMessage): $out;   # PGanswerMessage may be undefined.
 3672       };
 3673   !);
 3674 
 3675   if (defined($PG_eval_errors) and $PG_eval_errors =~/\S/ ) {
 3676         $PG_eval_errors = clean_up_error_msg($PG_eval_errors);
 3677 
 3678     my $PGanswerMessage = "There was an error in converting the expression
 3679       $BR $originalEqn $BR into a function.
 3680       $BR $PG_eval_errors.";
 3681     $rh_ans->{rf_student_ans} = $function_sub;
 3682     $rh_ans->{ans_message} = $PGanswerMessage;
 3683     $rh_ans->{error_message} = $PGanswerMessage;
 3684     $rh_ans->{error_flag} = 1;
 3685      # we couldn't compile the equation, we'll return an error message.
 3686   } else {
 3687 #     if (defined($options{stdout} )) {
 3688 #       $rh_ans ->{$options{stdout}} = $function_sub;
 3689 #     } else {
 3690 #         $rh_ans->{rf_student_ans} = $function_sub;
 3691 #       }
 3692       $rh_ans ->{$options{stdout}} = $function_sub;
 3693   }
 3694 
 3695     $rh_ans;
 3696 }
 3697 
 3698 =head4 is_zero_array
 3699 
 3700 
 3701 =cut
 3702 
 3703 
 3704 sub is_zero_array {
 3705     my $rh_ans = shift;
 3706     my %options = @_;
 3707     set_default_options(  \%options,
 3708         '_filter_name'  =>  'is_zero_array',
 3709         'tolerance'     =>  0.000001,
 3710         'stdin'         => 'ra_differences',
 3711         'stdout'        => 'score',
 3712     );
 3713     #intialize
 3714     $rh_ans->{_filter_name} = $options{_filter_name};
 3715 
 3716     my $array = $rh_ans -> {$options{stdin}};  # default ra_differences
 3717   my $num = @$array;
 3718   my $i;
 3719   my $max = 0; my $mm;
 3720   for ($i=0; $i< $num; $i++) {
 3721     $mm = $array->[$i] ;
 3722     if  (not is_a_number($mm) ) {
 3723       $max = $mm;  # break out if one of the elements is not a number
 3724       last;
 3725     }
 3726     $max = abs($mm) if abs($mm) > $max;
 3727   }
 3728   if (not is_a_number($max)) {
 3729     $rh_ans->{score} = 0;
 3730       my $error = "WeBWorK was unable evaluate your function. Please check that your
 3731                 expression doesn't take roots of negative numbers, or divide by zero.";
 3732     $rh_ans->throw_error('EVAL',$error);
 3733   } else {
 3734       $rh_ans->{$options{stdout}} = ($max < $options{tolerance} ) ? 1: 0;       # set 'score' to 1 if the array is close to 0;
 3735   }
 3736   $rh_ans;
 3737 }
 3738 
 3739 =head4 best_approx_parameters
 3740 
 3741   best_approx_parameters($rh_ans,%options);   #requires the following fields in $rh_ans
 3742                         {rf_student_ans}      # reference to the test answer
 3743                         {rf_correct_ans}      # reference to the comparison answer
 3744                         {evaluation_points},  # an array of row vectors indicating the points
 3745                                       # to evaluate when comparing the functions
 3746 
 3747                          %options       # debug => 1   gives more error answers
 3748                                     # param_vars => ['']  additional parameters used to adapt to function
 3749                          )
 3750 
 3751 
 3752 The parameters for the comparison function which best approximates the test_function are stored
 3753 in the field {ra_parameters}.
 3754 
 3755 
 3756 The last $dim_of_parms_space variables are assumed to be parameters, and it is also
 3757 assumed that the function \&comparison_fun
 3758 depends linearly on these variables.  This function finds the  values for these parameters which minimizes the
 3759 Euclidean distance (L2 distance) between the test function and the comparison function and the test points specified
 3760 by the array reference  \@rows_of_test_points.  This is assumed to be an array of arrays, with the inner arrays
 3761 determining a test point.
 3762 
 3763 The comparison function should have $dim_of_params_space more input variables than the test function.
 3764 
 3765 
 3766 
 3767 
 3768 
 3769 =cut
 3770 
 3771 # Used internally:
 3772 #
 3773 #   &$determine_param_coeff( $rf_comparison_function # a reference to the correct answer function
 3774 #                    $ra_variables                   # an array of the active input variables to the functions
 3775 #                    $dim_of_params_space            # indicates the number of parameters upon which the
 3776 #                                                    # the comparison function depends linearly.  These are assumed to
 3777 #                                                    # be the last group of inputs to the comparison function.
 3778 #
 3779 #                    %options                        # $options{debug} gives more error messages
 3780 #
 3781 #                                                    # A typical function might look like
 3782 #                                                    # f(x,y,z,a,b) = x^2+a*cos(xz) + b*sin(x) with a parameter
 3783 #                                                    # space of dimension 2 and a variable space of dimension 3.
 3784 #                   )
 3785 #         # returns a list of coefficients
 3786 
 3787 sub best_approx_parameters {
 3788     my $rh_ans = shift;
 3789     my %options = @_;
 3790     set_default_options(\%options,
 3791         '_filter_name'      =>  'best_approx_paramters',
 3792         'allow_unknown_options' =>  1,
 3793     );
 3794     my $errors = undef;
 3795     # This subroutine for the determining the coefficents of the parameters at a given point
 3796     # is pretty specialized, so it is included here as a sub-subroutine.
 3797     my $determine_param_coeffs  = sub {
 3798     my ($rf_fun, $ra_variables, $dim_of_params_space, %options) =@_;
 3799     my @zero_params=();
 3800     for(my $i=1;$i<=$dim_of_params_space;$i++){push(@zero_params,0); }
 3801     my @vars = @$ra_variables;
 3802     my @coeff = ();
 3803     my @inputs = (@vars,@zero_params);
 3804     my ($f0, $f1, $err);
 3805     ($f0, $err) = &{$rf_fun}(@inputs);
 3806     if (defined($err) ) {
 3807       $errors .= "$err ";
 3808     } else {
 3809       for (my $i=@vars;$i<@inputs;$i++) {
 3810         $inputs[$i]=1;  # set one parameter to 1;
 3811         my($f1,$err) = &$rf_fun(@inputs);
 3812         if (defined($err) ) {
 3813           $errors .= " $err ";
 3814         } else {
 3815           push(@coeff, $f1-$f0);
 3816         }
 3817         $inputs[$i]=0;  # set it back
 3818       }
 3819     }
 3820     (\@coeff, $errors);
 3821   };
 3822     my $rf_fun = $rh_ans->{rf_student_ans};
 3823     my $rf_correct_fun = $rh_ans->{rf_correct_ans};
 3824     my $ra_vars_matrix = $rh_ans->{evaluation_points};
 3825     my $dim_of_param_space = @{$options{param_vars}};
 3826     # Short cut.  Bail if there are no param_vars
 3827     unless ($dim_of_param_space >0) {
 3828     $rh_ans ->{ra_parameters} = [];
 3829     return $rh_ans;
 3830     }
 3831     # inputs are row arrays in this case.
 3832     my @zero_params=();
 3833 
 3834     for(my $i=1;$i<=$dim_of_param_space;$i++){push(@zero_params,0); }
 3835     my @rows_of_vars = @$ra_vars_matrix;
 3836     warn "input rows ", pretty_print(\@rows_of_vars) if defined($options{debug}) and $options{debug};
 3837     my $rows = @rows_of_vars;
 3838     my $matrix =new Matrix($rows,$dim_of_param_space);
 3839     my $rhs_vec = new Matrix($rows, 1);
 3840     my $row_num = 1;
 3841     my ($ra_coeff,$val2, $val1, $err1,$err2,@inputs,@vars);
 3842     my $number_of_data_points = $dim_of_param_space +2;
 3843     while (@rows_of_vars and $row_num <= $number_of_data_points) {
 3844      # get one set of data points from the test function;
 3845       @vars = @{ shift(@rows_of_vars) };
 3846       ($val2, $err1) = &{$rf_fun}(@vars);
 3847       $errors .= " $err1 "  if defined($err1);
 3848       @inputs = (@vars,@zero_params);
 3849       ($val1, $err2) = &{$rf_correct_fun}(@inputs);
 3850       $errors .= " $err2 " if defined($err2);
 3851 
 3852       unless (defined($err1) or defined($err2) ) {
 3853           $rhs_vec->assign($row_num,1, $val2-$val1 );
 3854 
 3855     # warn "rhs data  val1=$val1, val2=$val2, val2 - val1 = ", $val2 - $val1 if $options{debug};
 3856     # warn "vars ", join(" | ", @vars) if $options{debug};
 3857 
 3858       ($ra_coeff, $err1) = &{$determine_param_coeffs}($rf_correct_fun,\@vars,$dim_of_param_space,%options);
 3859       if (defined($err1) ) {
 3860         $errors .= " $err1 ";
 3861       } else {
 3862         my @coeff = @$ra_coeff;
 3863         my $col_num=1;
 3864           while(@coeff) {
 3865             $matrix->assign($row_num,$col_num, shift(@coeff) );
 3866             $col_num++;
 3867           }
 3868         }
 3869       }
 3870       $row_num++;
 3871       last if $errors;  # break if there are any errors.
 3872                       # This cuts down on the size of error messages.
 3873                       # However it impossible to check for equivalence at 95% of points
 3874             # which might be useful for functions that are not defined at some points.
 3875   }
 3876     warn "<br> best_approx_parameters: matrix1 <br>  ", " $matrix " if $options{debug};
 3877     warn "<br> best_approx_parameters: vector <br>  ", " $rhs_vec " if $options{debug};
 3878 
 3879    # we have   Matrix * parameter = data_vec + perpendicular vector
 3880    # where the matrix has column vectors defining the span of the parameter space
 3881    # multiply both sides by Matrix_transpose and solve for the parameters
 3882    # This is exactly what the method proj_coeff method does.
 3883    my @array;
 3884    if (defined($errors) ) {
 3885     @array = ();   #     new Matrix($dim_of_param_space,1);
 3886    } else {
 3887     @array = $matrix->proj_coeff($rhs_vec)->list();
 3888    }
 3889   # check size (hack)
 3890   my $max = 0;
 3891   foreach my $val (@array ) {
 3892     $max = abs($val) if  $max < abs($val);
 3893     if (not is_a_number($val) ) {
 3894       $max = "NaN: $val";
 3895       last;
 3896     }
 3897   }
 3898   if ($max =~/NaN/) {
 3899     $errors .= "WeBWorK was unable evaluate your function. Please check that your
 3900                 expression doesn't take roots of negative numbers, or divide by zero.";
 3901   } elsif ($max > $options{maxConstantOfIntegration} ) {
 3902     $errors .= "At least one of the adapting parameters
 3903              (perhaps the constant of integration) is too large: $max,
 3904              ( the maximum allowed is $options{maxConstantOfIntegration} )";
 3905   }
 3906 
 3907     $rh_ans->{ra_parameters} = \@array;
 3908     $rh_ans->throw_error('EVAL', $errors) if defined($errors);
 3909     $rh_ans;
 3910 }
 3911 
 3912 =head4 calculate_difference_vector
 3913 
 3914   calculate_difference_vector( $ans_hash, %options);
 3915 
 3916                 {rf_student_ans},     # a reference to the test function
 3917                                {rf_correct_ans},      # a reference to the correct answer function
 3918                                {evaluation_points},   # an array of row vectors indicating the points
 3919                                           # to evaluate when comparing the functions
 3920                                {ra_parameters}        # these are the (optional) additional inputs to
 3921                                                       # the comparison function which adapt it properly
 3922                                                       # to the problem at hand.
 3923 
 3924                                %options               # mode => 'rel'  specifies that each element in the
 3925                                                       # difference matrix is divided by the correct answer.
 3926                                                       # unless the correct answer is nearly 0.
 3927                               )
 3928 
 3929 =cut
 3930 
 3931 sub calculate_difference_vector {
 3932   my $rh_ans = shift;
 3933   my %options = @_;
 3934   assign_option_aliases( \%options,
 3935     );
 3936     set_default_options(  \%options,
 3937         allow_unknown_options  =>  1,
 3938       stdin1               => 'rf_student_ans',
 3939       stdin2                 => 'rf_correct_ans',
 3940       stdout                 => 'ra_differences',
 3941     debug                  =>  0,
 3942     tolType                => 'absolute',
 3943     error_msg_flag         =>  1,
 3944      );
 3945   # initialize
 3946   $rh_ans->{_filter_name} = 'calculate_difference_vector';
 3947   my $rf_fun              = $rh_ans -> {$options{stdin1}};        # rf_student_ans by default
 3948   my $rf_correct_fun      = $rh_ans -> {$options{stdin2}};        # rf_correct_ans by default
 3949   my $ra_parameters       = $rh_ans -> {ra_parameters};
 3950   my @evaluation_points   = @{$rh_ans->{evaluation_points} };
 3951   my @parameters          = ();
 3952   @parameters             = @$ra_parameters if defined($ra_parameters) and ref($ra_parameters) eq 'ARRAY';
 3953   my $errors              = undef;
 3954   my @zero_params         = ();
 3955   for (my $i=1;$i<=@{$ra_parameters};$i++) {
 3956     push(@zero_params,0);
 3957   }
 3958   my @differences         = ();
 3959   my @student_values;
 3960   my @adjusted_student_values;
 3961   my @instructorVals;
 3962   my ($diff,$instructorVal);
 3963   # calculate the vector of differences between the test function and the comparison function.
 3964   while (@evaluation_points) {
 3965     my ($err1, $err2,$err3);
 3966     my @vars = @{ shift(@evaluation_points) };
 3967     my @inputs = (@vars, @parameters);
 3968     my ($inVal,  $correctVal);
 3969     ($inVal, $err1) = &{$rf_fun}(@vars);
 3970     $errors .= " $err1 "  if defined($err1);
 3971     $errors .= " Error detected evaluating student input at (".join(' , ',@vars) ." ) " if  defined($options{debug}) and $options{debug}==1 and defined($err1);
 3972     ($correctVal, $err2) =&{$rf_correct_fun}(@inputs);
 3973     $errors .= " There is an error in WeBWorK's answer to this problem, please alert your instructor.<br> $err2 " if defined($err2);
 3974     $errors .= " Error detected evaluating correct adapted answer  at (".join(' , ',@inputs) ." ) " if defined($options{debug}) and $options{debug}=1 and defined($err2);
 3975     ($instructorVal,$err3)= &$rf_correct_fun(@vars, @zero_params);
 3976     $errors .= " There is an error in WeBWorK's answer to this problem, please alert your instructor.<br> $err3 " if defined($err3);
 3977     $errors .= " Error detected evaluating instructor answer  at (".join(' , ',@vars, @zero_params) ." ) " if defined($options{debug}) and $options{debug}=1 and defined($err3);
 3978     unless (defined($err1) or defined($err2) or defined($err3) ) {
 3979       $diff = ( $inVal - ($correctVal -$instructorVal ) ) - $instructorVal;  #prevents entering too high a number?
 3980       #warn "taking the difference of ", $inVal, " and ", $correctVal, " is ", $diff;
 3981       if ( $options{tolType} eq 'relative' ) {  #relative tolerance
 3982         #warn "diff = $diff";
 3983         #$diff = ( $inVal - ($correctVal-$instructorVal ) )/abs($instructorVal) -1    if abs($instructorVal) > $options{zeroLevel};
 3984         $diff = ( $inVal - ($correctVal-$instructorVal ) )/$instructorVal -1    if abs($instructorVal) > $options{zeroLevel};
 3985         #$diff = ( $inVal - ($correctVal-$instructorVal- $instructorVal ) )/abs($instructorVal)    if abs($instructorVal) > $options{zeroLevel};
 3986         #warn "diff = $diff,   ", abs( &$rf_correct_fun(@inputs) ) , "-- $correctVal";
 3987       }
 3988     }
 3989     last if $errors;  # break if there are any errors.
 3990                   # This cuts down on the size of error messages.
 3991                   # However it impossible to check for equivalence at 95% of points
 3992                   # which might be useful for functions that are not defined at some points.
 3993         push(@student_values,$inVal);
 3994         push(@adjusted_student_values,(  $inVal - ($correctVal -$instructorVal) ) );
 3995     push(@differences, $diff);
 3996     push(@instructorVals,$instructorVal);
 3997   }
 3998   if (( not defined($errors) )  or $errors eq '' or $options{error_msg_flag} ) {
 3999       $rh_ans ->{$options{stdout}} = \@differences;
 4000     $rh_ans ->{ra_student_values} = \@student_values;
 4001     $rh_ans ->{ra_adjusted_student_values} = \@adjusted_student_values;
 4002     $rh_ans->{ra_instructor_values}=\@instructorVals;
 4003     $rh_ans->throw_error('EVAL', $errors) if defined($errors);
 4004   } else {
 4005 
 4006   }      # no output if error_msg_flag is set to 0.
 4007 
 4008   $rh_ans;
 4009 }
 4010 
 4011 =head4 fix_answer_for_display
 4012 
 4013 =cut
 4014 
 4015 sub fix_answers_for_display {
 4016   my ($rh_ans, %options) = @_;
 4017   if ( $rh_ans->{answerIsString} ==1) {
 4018     $rh_ans = evaluatesToNumber ($rh_ans, %options);
 4019   }
 4020   if (defined ($rh_ans->{student_units})) {
 4021     $rh_ans->{student_ans} = $rh_ans->{student_ans}. ' '. $rh_ans->{student_units};
 4022 
 4023   }
 4024   if ( $rh_ans->catch_error('UNITS')  ) {  # create preview latex string for expressions even if the units are incorrect
 4025       my $rh_temp = new AnswerHash;
 4026       $rh_temp->{student_ans} = $rh_ans->{student_ans};
 4027       $rh_temp = check_syntax($rh_temp);
 4028       $rh_ans->{preview_latex_string} = $rh_temp->{preview_latex_string};
 4029   }
 4030   $rh_ans->{correct_ans} = $rh_ans->{original_correct_ans};
 4031 
 4032   $rh_ans;
 4033 }
 4034 
 4035 =head4 evaluatesToNumber
 4036 
 4037 =cut
 4038 
 4039 sub evaluatesToNumber {
 4040   my ($rh_ans, %options) = @_;
 4041   if (is_a_numeric_expression($rh_ans->{student_ans})) {
 4042     my ($inVal,$PG_eval_errors,$PG_full_error_report) = PG_answer_eval($rh_ans->{student_ans});
 4043     if ($PG_eval_errors) { # this if statement should never be run
 4044       # change nothing
 4045     } else {
 4046       # change this
 4047       $rh_ans->{student_ans} = prfmt($inVal,$options{format});
 4048     }
 4049   }
 4050   $rh_ans;
 4051 }
 4052 
 4053 =head4 is_numeric_expression
 4054 
 4055 =cut
 4056 
 4057 sub is_a_numeric_expression {
 4058   my $testString = shift;
 4059   my $is_a_numeric_expression = 0;
 4060   my ($inVal,$PG_eval_errors,$PG_full_error_report) = PG_answer_eval($testString);
 4061   if ($PG_eval_errors) {
 4062     $is_a_numeric_expression = 0;
 4063   } else {
 4064     $is_a_numeric_expression = 1;
 4065   }
 4066   $is_a_numeric_expression;
 4067 }
 4068 
 4069 =head4 is_a_number
 4070 
 4071 =cut
 4072 
 4073 sub is_a_number {
 4074   my ($num,%options) =  @_;
 4075   my $process_ans_hash = ( ref( $num ) eq 'AnswerHash' ) ? 1 : 0 ;
 4076   my ($rh_ans);
 4077   if ($process_ans_hash) {
 4078     $rh_ans = $num;
 4079     $num = $rh_ans->{student_ans};
 4080   }
 4081 
 4082   my $is_a_number = 0;
 4083   return $is_a_number unless defined($num);
 4084   $num =~ s/^\s*//; ## remove initial spaces
 4085   $num =~ s/\s*$//; ## remove trailing spaces
 4086 
 4087   ## the following is copied from the online perl manual
 4088   if ($num =~ /^([+-]?)(?=\d|\.\d)\d*(\.\d*)?([Ee]([+-]?\d+))?$/){
 4089     $is_a_number = 1;
 4090   }
 4091 
 4092   if ($process_ans_hash)   {
 4093         if ($is_a_number == 1 ) {
 4094           $rh_ans->{student_ans}=$num;
 4095           return $rh_ans;
 4096         } else {
 4097           $rh_ans->{student_ans} = "Incorrect number format:  You must enter a number, e.g. -6, 5.3, or 6.12E-3";
 4098           $rh_ans->throw_error('NUMBER', 'You must enter a number, e.g. -6, 5.3, or 6.12E-3');
 4099           return $rh_ans;
 4100         }
 4101   } else {
 4102     return $is_a_number;
 4103   }
 4104 }
 4105 
 4106 =head4 is_a_fraction
 4107 
 4108 =cut
 4109 
 4110 sub is_a_fraction {
 4111   my ($num,%options) =  @_;
 4112   my $process_ans_hash = ( ref( $num ) eq 'AnswerHash' ) ? 1 : 0 ;
 4113   my ($rh_ans);
 4114   if ($process_ans_hash) {
 4115     $rh_ans = $num;
 4116     $num = $rh_ans->{student_ans};
 4117   }
 4118 
 4119   my $is_a_fraction = 0;
 4120   return $is_a_fraction unless defined($num);
 4121   $num =~ s/^\s*//; ## remove initial spaces
 4122   $num =~ s/\s*$//; ## remove trailing spaces
 4123 
 4124   if ($num =~ /^\s*\-?\s*[\/\d\.Ee\s]*$/) {
 4125     $is_a_fraction = 1;
 4126   }
 4127 
 4128     if ($process_ans_hash)   {
 4129       if ($is_a_fraction == 1 ) {
 4130         $rh_ans->{student_ans}=$num;
 4131         return $rh_ans;
 4132       } else {
 4133         $rh_ans->{student_ans} = "Not a number of fraction: You must enter a number or fraction, e.g. -6 or 7/13";
 4134         $rh_ans->throw_error('NUMBER', 'You must enter a number, e.g. -6, 5.3, or 6.12E-3');
 4135         return $rh_ans;
 4136       }
 4137 
 4138       } else {
 4139     return $is_a_fraction;
 4140   }
 4141 }
 4142 
 4143 =head4 phase_pi
 4144   I often discovered that the answers I was getting, when using the arctan function would be off by phases of
 4145   pi, which for the tangent function, were equivalent values. This method allows for this.
 4146 =cut
 4147 
 4148 sub phase_pi {
 4149   my ($num,%options) =  @_;
 4150   my $process_ans_hash = ( ref( $num ) eq 'AnswerHash' ) ? 1 : 0 ;
 4151   my ($rh_ans);
 4152   if ($process_ans_hash) {
 4153     $rh_ans = $num;
 4154     $num = $rh_ans->{correct_ans};
 4155   }
 4156   while( ($rh_ans->{correct_ans}) >  3.14159265358979/2 ){
 4157     $rh_ans->{correct_ans} -= 3.14159265358979;
 4158   }
 4159   while( ($rh_ans->{correct_ans}) <= -3.14159265358979/2 ){
 4160     $rh_ans->{correct_ans} += 3.14159265358979;
 4161   }
 4162   $rh_ans;
 4163 }
 4164 
 4165 =head4 is_an_arithemetic_expression
 4166 
 4167 =cut
 4168 
 4169 sub is_an_arithmetic_expression {
 4170   my ($num,%options) =  @_;
 4171   my $process_ans_hash = ( ref( $num ) eq 'AnswerHash' ) ? 1 : 0 ;
 4172   my ($rh_ans);
 4173   if ($process_ans_hash) {
 4174     $rh_ans = $num;
 4175     $num = $rh_ans->{student_ans};
 4176   }
 4177 
 4178   my $is_an_arithmetic_expression = 0;
 4179   return $is_an_arithmetic_expression unless defined($num);
 4180   $num =~ s/^\s*//; ## remove initial spaces
 4181   $num =~ s/\s*$//; ## remove trailing spaces
 4182 
 4183   if ($num =~ /^[+\-*\/\^\(\)\[\]\{\}\s\d\.Ee]*$/) {
 4184     $is_an_arithmetic_expression =  1;
 4185   }
 4186 
 4187     if ($process_ans_hash)   {
 4188       if ($is_an_arithmetic_expression == 1 ) {
 4189         $rh_ans->{student_ans}=$num;
 4190         return $rh_ans;
 4191       } else {
 4192 
 4193     $rh_ans->{student_ans} = "Not an arithmetic expression: You must enter an arithmetic expression, e.g. -6 or (2.3*4+5/3)^2";
 4194         $rh_ans->throw_error('NUMBER', 'You must enter an arithmetic expression, e.g. -6 or (2.3*4+5/3)^2');
 4195         return $rh_ans;
 4196       }
 4197 
 4198       } else {
 4199     return $is_an_arithmetic_expression;
 4200   }
 4201 }
 4202 
 4203 #
 4204 
 4205 =head4 math_constants
 4206 
 4207 replaces pi, e, and ^ with their Perl equivalents
 4208 if useBaseTenLog is non-zero, convert log to logten
 4209 
 4210 =cut
 4211 
 4212 sub math_constants {
 4213   my($in,%options) = @_;
 4214   my $rh_ans;
 4215   my $process_ans_hash = ( ref( $in ) eq 'AnswerHash' ) ? 1 : 0 ;
 4216   if ($process_ans_hash) {
 4217     $rh_ans = $in;
 4218     $in = $rh_ans->{student_ans};
 4219   }
 4220   # The code fragment above allows this filter to be used when the input is simply a string
 4221   # as well as when the input is an AnswerHash, and options.
 4222   $in =~s/\bpi\b/(4*atan2(1,1))/ge;
 4223   $in =~s/\be\b/(exp(1))/ge;
 4224   $in =~s/\^/**/g;
 4225   if($useBaseTenLog) {
 4226     $in =~ s/\blog\b/logten/g;
 4227   }
 4228 
 4229   if ($process_ans_hash)   {
 4230       $rh_ans->{student_ans}=$in;
 4231       return $rh_ans;
 4232     } else {
 4233     return $in;
 4234   }
 4235 }
 4236 
 4237 
 4238 
 4239 =head4 is_array
 4240 
 4241   is_array($rh_ans)
 4242     returns: $rh_ans.   Throws error "NOTARRAY" if this is not an array
 4243 
 4244 =cut
 4245 
 4246 sub is_array  {
 4247   my $rh_ans = shift;
 4248     # return if the result is an array
 4249   return($rh_ans) if  ref($rh_ans->{student_ans}) eq 'ARRAY' ;
 4250   $rh_ans->throw_error("NOTARRAY","The answer is not an array");
 4251   $rh_ans;
 4252 }
 4253 
 4254 =head4 check_syntax
 4255 
 4256   check_syntax( $rh_ans, %options)
 4257     returns an answer hash.
 4258 
 4259 latex2html preview code are installed in the answer hash.
 4260 The input has been transformed, changing 7pi to 7*pi  or 7x to 7*x.
 4261 Syntax error messages may be generated and stored in student_ans
 4262 Additional syntax error messages are stored in {ans_message} and duplicated in {error_message}
 4263 
 4264 
 4265 =cut
 4266 
 4267 sub check_syntax {
 4268         my $rh_ans = shift;
 4269         my %options = @_;
 4270         assign_option_aliases(\%options,
 4271     );
 4272     set_default_options(  \%options,
 4273           'stdin'         =>  'student_ans',
 4274           'stdout'    =>  'student_ans',
 4275           'ra_vars'   =>  [qw( x y )],
 4276           'debug'     =>  0,
 4277           '_filter_name'  =>  'check_syntax',
 4278           error_msg_flag  =>  1,
 4279     );
 4280     #initialize
 4281     $rh_ans->{_filter_name}     = $options{_filter_name};
 4282         unless ( defined( $rh_ans->{$options{stdin}} ) ) {
 4283           warn "Check_syntax requires an equation in the field '$options{stdin}' or input";
 4284           $rh_ans->throw_error("1","'$options{stdin}' field not defined");
 4285           return $rh_ans;
 4286         }
 4287         my $in     = $rh_ans->{$options{stdin}};
 4288     my $parser = new AlgParserWithImplicitExpand;
 4289     my $ret    = $parser -> parse($in);     #for use with loops
 4290 
 4291     if ( ref($ret) )  {   ## parsed successfully
 4292       # $parser -> tostring();   # FIXME?  was this needed for some reason?????
 4293       $parser -> normalize();
 4294       $rh_ans -> {$options{stdout}}     = $parser -> tostring();
 4295       $rh_ans -> {preview_text_string}  = $in;
 4296       $rh_ans -> {preview_latex_string} = $parser -> tolatex();
 4297 
 4298     } elsif ($options{error_msg_flag} ) {         ## error in parsing
 4299 
 4300       $rh_ans->{$options{stdout}}     = 'syntax error:'. $parser->{htmlerror},
 4301       $rh_ans->{'ans_message'}      = $parser -> {error_msg},
 4302       $rh_ans->{'preview_text_string'}  = '',
 4303       $rh_ans->{'preview_latex_string'} = '',
 4304       $rh_ans->throw_error('SYNTAX',  'syntax error in answer:'. $parser->{htmlerror} . "$BR" .$parser -> {error_msg});
 4305     }   # no output is produced if there is an error and the error_msg_flag is set to zero
 4306        $rh_ans;
 4307 
 4308 }
 4309 
 4310 =head4 check_strings
 4311 
 4312   check_strings ($rh_ans, %options)
 4313     returns $rh_ans
 4314 
 4315 =cut
 4316 
 4317 sub check_strings {
 4318   my ($rh_ans, %options) = @_;
 4319 
 4320   # if the student's answer is a number, simply return the answer hash (unchanged).
 4321 
 4322   #  we allow constructions like -INF to be treated as a string. Thus we ignore an initial
 4323   # - in deciding whether the student's answer is a number or string
 4324 
 4325   my $temp_ans = $rh_ans->{student_ans};
 4326   $temp_ans =~ s/^\s*\-//;   # remove an initial -
 4327 
 4328   if  ( $temp_ans =~ m/[\d+\-*\/^(){}\[\]]|^\s*e\s*$|^\s*pi\s*$/)   {
 4329   # if ( $rh_ans->{answerIsString} == 1) {
 4330   #     #$rh_ans->throw_error('STRING','Incorrect Answer'); # student's answer is a number
 4331   # }
 4332     return $rh_ans;
 4333   }
 4334   # the student's answer is recognized as a string
 4335   my $ans = $rh_ans->{student_ans};
 4336 
 4337 # OVERVIEW of reminder of function:
 4338 # if answer is correct, return correct.  (adjust score to 1)
 4339 # if answer is incorect:
 4340 # 1) determine if the answer is sensible.  if it is, return incorrect.
 4341 # 2) if the answer is not sensible (and incorrect), then return an error message indicating so.
 4342 # no matter what:  throw a 'STRING' error to skip numerical evaluations.  (error flag skips remainder of pre_filters and evaluators)
 4343 # last: 'STRING' post_filter will clear the error (avoiding pink screen.)
 4344 
 4345   my $sensibleAnswer = 0;
 4346   $ans = str_filters( $ans, 'compress_whitespace' );  # remove trailing, leading, and double spaces.
 4347   my ($ans_eval) = str_cmp($rh_ans->{correct_ans});
 4348   my $temp_ans_hash = $ans_eval->evaluate($ans);
 4349   $rh_ans->{test} = $temp_ans_hash;
 4350 
 4351   if ($temp_ans_hash->{score} ==1 ) {     # students answer matches the correct answer.
 4352     $rh_ans->{score} = 1;
 4353     $sensibleAnswer = 1;
 4354   } else {            # students answer does not match the correct answer.
 4355     my $legalString = '';       # find out if string makes sense
 4356     my @legalStrings = @{$options{strings}};
 4357     foreach $legalString (@legalStrings) {
 4358       if ( uc($ans) eq uc($legalString) ) {
 4359         $sensibleAnswer = 1;
 4360         last;
 4361         }
 4362       }
 4363     $sensibleAnswer = 1 unless $ans =~ /\S/;  ## empty answers are sensible
 4364     $rh_ans->throw_error('EVAL', "Your answer is not a recognized answer") unless ($sensibleAnswer);
 4365     # $temp_ans_hash -> setKeys( 'ans_message' => 'Your answer is not a recognized answer' ) unless ($sensibleAnswer);
 4366     # $temp_ans_hash -> setKeys( 'student_ans' => uc($ans) );
 4367   }
 4368 
 4369   $rh_ans->{student_ans} = $ans;
 4370 
 4371   if ($sensibleAnswer) {
 4372     $rh_ans->throw_error('STRING', "The student's answer $rh_ans->{student_ans} is interpreted as a string.");
 4373   }
 4374 
 4375   $rh_ans->{'preview_text_string'}  = $ans,
 4376   $rh_ans->{'preview_latex_string'} = $ans,
 4377 
 4378   # warn ("\$rh_ans->{answerIsString} = $rh_ans->{answerIsString}");
 4379   $rh_ans;
 4380 }
 4381 
 4382 =head4 check_units
 4383 
 4384   check_strings ($rh_ans, %options)
 4385     returns $rh_ans
 4386 
 4387 
 4388 =cut
 4389 
 4390 sub check_units {
 4391   my ($rh_ans, %options) = @_;
 4392   my %correct_units = %{$rh_ans-> {rh_correct_units}};
 4393   my $ans = $rh_ans->{student_ans};
 4394   # $ans = '' unless defined ($ans);
 4395   $ans = str_filters ($ans, 'trim_whitespace');
 4396   my $original_student_ans = $ans;
 4397   $rh_ans->{original_student_ans} = $original_student_ans;
 4398 
 4399   # it surprises me that the match below works since the first .* is greedy.
 4400   my ($num_answer, $units) = $ans =~ /^(.*)\s+([^\s]*)$/;
 4401 
 4402   unless ( defined($num_answer) && $units ) {
 4403     # there is an error reading the input
 4404     if ( $ans =~ /\S/ )  {  # the answer is not blank
 4405       $rh_ans -> setKeys( 'ans_message' => "The answer \"$ans\" could not be interpreted " .
 4406         "as a number or an arithmetic expression followed by a unit specification. " .
 4407         "Your answer must contain units." );
 4408       $rh_ans->throw_error('UNITS', "The answer \"$ans\" could not be interpreted " .
 4409         "as a number or an arithmetic expression followed by a unit specification. " .
 4410         "Your answer must contain units." );
 4411     }
 4412     return $rh_ans;
 4413   }
 4414 
 4415   # we have been able to parse the answer into a numerical part and a unit part
 4416 
 4417   # $num_answer = $1;   #$1 and $2 from the regular expression above
 4418   # $units    = $2;
 4419 
 4420   my %units = Units::evaluate_units($units);
 4421   if ( defined( $units{'ERROR'} ) ) {
 4422      # handle error condition
 4423           $units{'ERROR'} = clean_up_error_msg($units{'ERROR'});
 4424     $rh_ans -> setKeys( 'ans_message' => "$units{'ERROR'}" );
 4425     $rh_ans -> throw_error('UNITS', "$units{'ERROR'}");
 4426     return $rh_ans;
 4427   }
 4428 
 4429   my $units_match = 1;
 4430   my $fund_unit;
 4431   foreach $fund_unit (keys %correct_units) {
 4432     next if $fund_unit eq 'factor';
 4433     $units_match = 0 unless $correct_units{$fund_unit} == $units{$fund_unit};
 4434   }
 4435 
 4436   if ( $units_match ) {
 4437         # units are ok.  Evaluate the numerical part of the answer
 4438     $rh_ans->{'tolerance'} = $rh_ans->{'tolerance'}* $correct_units{'factor'}/$units{'factor'}  if
 4439           $rh_ans->{'tolType'} eq 'absolute'; # the tolerance is in the units specified by the instructor.
 4440     $rh_ans->{correct_ans} =  prfmt($rh_ans->{correct_ans}*$correct_units{'factor'}/$units{'factor'});
 4441     $rh_ans->{student_units} = $units;
 4442     $rh_ans->{student_ans} = $num_answer;
 4443 
 4444   } else {
 4445         $rh_ans -> setKeys( ans_message => 'There is an error in the units for this answer.' );
 4446         $rh_ans -> throw_error ( 'UNITS', 'There is an error in the units for this answer.' );
 4447   }
 4448 
 4449   return $rh_ans;
 4450 }
 4451 
 4452 
 4453 
 4454 =head2 Filter utilities
 4455 
 4456 These two subroutines can be used in filters to set default options.  They
 4457 help make filters perform in uniform, predictable ways, and also make it
 4458 easy to recognize from the code which options a given filter expects.
 4459 
 4460 
 4461 =head4 assign_option_aliases
 4462 
 4463 Use this to assign aliases for the standard options.  It must come before set_default_options
 4464 within the subroutine.
 4465 
 4466     assign_option_aliases(\%options,
 4467         'alias1'  => 'option5'
 4468         'alias2'  => 'option7'
 4469     );
 4470 
 4471 
 4472 If the subroutine is called with an option  " alias1 => 23 " it will behave as if it had been
 4473 called with the option " option5 => 23 "
 4474 
 4475 =cut
 4476 
 4477 
 4478 
 4479 sub assign_option_aliases {
 4480   my $rh_options = shift;
 4481   warn "The first entry to set_default_options must be a reference to the option hash" unless ref($rh_options) eq 'HASH';
 4482   my @option_aliases = @_;
 4483   while (@option_aliases) {
 4484     my $alias = shift @option_aliases;
 4485     my $option_key = shift @option_aliases;
 4486 
 4487     if (defined($rh_options->{$alias} )) {                       # if the alias appears in the option list
 4488       if (not defined($rh_options->{$option_key}) ) {          # and the option itself is not defined,
 4489         $rh_options->{$option_key} = $rh_options->{$alias};  # insert the value defined by the alias into the option value
 4490                                                              # the FIRST alias for a given option takes precedence
 4491                                                              # (after the option itself)
 4492       } else {
 4493         warn "option $option_key is already defined as", $rh_options->{$option_key}, "<br>\n",
 4494              "The attempt to override this option with the alias $alias with value ", $rh_options->{$alias},
 4495              " was ignored.";
 4496       }
 4497     }
 4498     delete($rh_options->{$alias});                               # remove the alias from the initial list
 4499   }
 4500 
 4501 }
 4502 
 4503 =head4 set_default_options
 4504 
 4505     set_default_options(\%options,
 4506         '_filter_name'  =>  'filter',
 4507         'option5'   =>  .0001,
 4508         'option7'   =>  'ascii',
 4509         'allow_unknown_options  =>  0,
 4510     }
 4511 
 4512 Note that the first entry is a reference to the options with which the filter was called.
 4513 
 4514 The option5 is set to .0001 unless the option is explicitly set when the subroutine is called.
 4515 
 4516 The B<'_filter_name'> option should always be set, although there is no error if it is missing.
 4517 It is used mainly for debugging answer evaluators and allows
 4518 you to keep track of which filter is currently processing the answer.
 4519 
 4520 If B<'allow_unknown_options'> is set to 0 then if the filter is called with options which do NOT appear in the
 4521 set_default_options list an error will be signaled and a warning message will be printed out.  This provides
 4522 error checking against misspelling an option and is generally what is desired for most filters.
 4523 
 4524 Occasionally one wants to write a filter which accepts a long list of options, not all of which are known in advance,
 4525 but only uses a subset of the options
 4526 provided.  In this case, setting 'allow_unkown_options' to 1 prevents the error from being signaled.
 4527 
 4528 =cut
 4529 
 4530 sub set_default_options {
 4531   my $rh_options = shift;
 4532   warn "The first entry to set_default_options must be a reference to the option hash" unless ref($rh_options) eq 'HASH';
 4533   my %default_options = @_;
 4534   unless ( defined($default_options{allow_unknown_options}) and $default_options{allow_unknown_options} == 1 ) {
 4535     foreach  my $key1 (keys %$rh_options) {
 4536       warn "This option |$key1| is not recognized in this subroutine<br> ", pretty_print($rh_options) unless exists($default_options{$key1});
 4537     }
 4538   }
 4539   foreach my $key (keys %default_options) {
 4540     if  ( not defined($rh_options->{$key} ) and defined( $default_options{$key} )  ) {
 4541       $rh_options->{$key} = $default_options{$key};  #this allows     tol   => undef to allow the tol option, but doesn't define
 4542                                                      # this key unless tol is explicitly defined.
 4543     }
 4544   }
 4545 }
 4546 
 4547 =head2 Problem Grader Subroutines
 4548 
 4549 =cut
 4550 
 4551 ## Problem Grader Subroutines
 4552 
 4553 #####################################
 4554 # This is a model for plug-in problem graders
 4555 #####################################
 4556 sub install_problem_grader {
 4557   my $rf_problem_grader = shift;
 4558   my $rh_flags = PG_restricted_eval(q!\\%main::PG_FLAGS!);
 4559   $rh_flags->{PROBLEM_GRADER_TO_USE} = $rf_problem_grader;
 4560 }
 4561 
 4562 =head4 std_problem_grader
 4563 
 4564 This is an all-or-nothing grader.  A student must get all parts of the problem write
 4565 before receiving credit.  You should make sure to use this grader on multiple choice
 4566 and true-false questions, otherwise students will be able to deduce how many
 4567 answers are correct by the grade reported by webwork.
 4568 
 4569 
 4570   install_problem_grader(~~&std_problem_grader);
 4571 
 4572 =cut
 4573 
 4574 sub std_problem_grader {
 4575   my $rh_evaluated_answers = shift;
 4576   my $rh_problem_state = shift;
 4577   my %form_options = @_;
 4578   my %evaluated_answers = %{$rh_evaluated_answers};
 4579   #  The hash $rh_evaluated_answers typically contains:
 4580   #    'answer1' => 34, 'answer2'=> 'Mozart', etc.
 4581 
 4582   # By default the  old problem state is simply passed back out again.
 4583   my %problem_state = %$rh_problem_state;
 4584 
 4585   # %form_options might include
 4586   # The user login name
 4587   # The permission level of the user
 4588   # The studentLogin name for this psvn.
 4589   # Whether the form is asking for a refresh or is submitting a new answer.
 4590 
 4591   # initial setup of the answer
 4592   my %problem_result = ( score    => 0,
 4593                errors   => '',
 4594              type   => 'std_problem_grader',
 4595              msg    => '',
 4596   );
 4597   # Checks
 4598 
 4599   my $ansCount = keys %evaluated_answers;  # get the number of answers
 4600 
 4601   unless ($ansCount > 0 ) {
 4602 
 4603     $problem_result{msg} = "This problem did not ask any questions.";
 4604     return(\%problem_result,\%problem_state);
 4605   }
 4606 
 4607   if ($ansCount > 1 ) {
 4608     $problem_result{msg} = 'In order to get credit for this problem all answers must be correct.' ;
 4609   }
 4610 
 4611   unless ($form_options{answers_submitted} == 1) {
 4612     return(\%problem_result,\%problem_state);
 4613   }
 4614 
 4615   my $allAnswersCorrectQ=1;
 4616   foreach my $ans_name (keys %evaluated_answers) {
 4617   # I'm not sure if this check is really useful.
 4618     if ( ( ref($evaluated_answers{$ans_name} ) eq 'HASH' ) or ( ref($evaluated_answers{$ans_name}) eq 'AnswerHash' ) )  {
 4619       $allAnswersCorrectQ = 0 unless( 1 == $evaluated_answers{$ans_name}->{score} );
 4620     }
 4621     else {
 4622       die "Error at file ",__FILE__,"line ", __LINE__,":  Answer |$ans_name| is not a hash reference\n".
 4623          $evaluated_answers{$ans_name} .
 4624          "This probably means that the answer evaluator for this answer\n" .
 4625          "is not working correctly.";
 4626       $problem_result{error} = "Error: Answer $ans_name is not a hash: $evaluated_answers{$ans_name}";
 4627     }
 4628   }
 4629   # report the results
 4630   $problem_result{score} = $allAnswersCorrectQ;
 4631 
 4632   # I don't like to put in this bit of code.
 4633   # It makes it hard to construct error free problem graders
 4634   # I would prefer to know that the problem score was numeric.
 4635   unless (defined($problem_state{recorded_score}) and $problem_state{recorded_score} =~ /^([+-]?)(?=\d|\.\d)\d*(\.\d*)?([Ee]([+-]?\d+))?$/ ) {
 4636     $problem_state{recorded_score} = 0;  # This gets rid of non-numeric scores
 4637   }
 4638   #
 4639   if ($allAnswersCorrectQ == 1 or $problem_state{recorded_score} == 1) {
 4640     $problem_state{recorded_score} = 1;
 4641   }
 4642   else {
 4643     $problem_state{recorded_score} = 0;
 4644   }
 4645 
 4646   $problem_state{num_of_correct_ans}++ if $allAnswersCorrectQ == 1;
 4647   $problem_state{num_of_incorrect_ans}++ if $allAnswersCorrectQ == 0;
 4648 
 4649   $problem_state{state_summary_msg} = '';  # an HTML formatted message printed at the bottom of the problem page
 4650 
 4651   (\%problem_result, \%problem_state);
 4652 }
 4653 
 4654 =head4 std_problem_grader2
 4655 
 4656 This is an all-or-nothing grader.  A student must get all parts of the problem write
 4657 before receiving credit.  You should make sure to use this grader on multiple choice
 4658 and true-false questions, otherwise students will be able to deduce how many
 4659 answers are correct by the grade reported by webwork.
 4660 
 4661 
 4662   install_problem_grader(~~&std_problem_grader2);
 4663 
 4664 The only difference between the two versions
 4665 is at the end of the subroutine, where std_problem_grader2
 4666 records the attempt only if there have been no syntax errors,
 4667 whereas std_problem_grader records it regardless.
 4668 
 4669 =cut
 4670 
 4671 
 4672 
 4673 sub std_problem_grader2 {
 4674   my $rh_evaluated_answers = shift;
 4675   my $rh_problem_state = shift;
 4676   my %form_options = @_;
 4677   my %evaluated_answers = %{$rh_evaluated_answers};
 4678   #  The hash $rh_evaluated_answers typically contains:
 4679   #    'answer1' => 34, 'answer2'=> 'Mozart', etc.
 4680 
 4681   # By default the  old problem state is simply passed back out again.
 4682   my %problem_state = %$rh_problem_state;
 4683 
 4684   # %form_options might include
 4685   # The user login name
 4686   # The permission level of the user
 4687   # The studentLogin name for this psvn.
 4688   # Whether the form is asking for a refresh or is submitting a new answer.
 4689 
 4690   # initial setup of the answer
 4691   my %problem_result = ( score        => 0,
 4692              errors       => '',
 4693              type       => 'std_problem_grader',
 4694              msg        => '',
 4695   );
 4696 
 4697   # syntax errors are not counted.
 4698   my $record_problem_attempt = 1;
 4699   # Checks
 4700 
 4701   my $ansCount = keys %evaluated_answers;  # get the number of answers
 4702   unless ($ansCount > 0 ) {
 4703     $problem_result{msg} = "This problem did not ask any questions.";
 4704     return(\%problem_result,\%problem_state);
 4705   }
 4706 
 4707   if ($ansCount > 1 ) {
 4708     $problem_result{msg} = 'In order to get credit for this problem all answers must be correct.' ;
 4709   }
 4710 
 4711   unless ($form_options{answers_submitted} == 1) {
 4712     return(\%problem_result,\%problem_state);
 4713   }
 4714 
 4715   my  $allAnswersCorrectQ=1;
 4716   foreach my $ans_name (keys %evaluated_answers) {
 4717   # I'm not sure if this check is really useful.
 4718     if ( ( ref($evaluated_answers{$ans_name} ) eq 'HASH' ) or ( ref($evaluated_answers{$ans_name}) eq 'AnswerHash' ) )  {
 4719       $allAnswersCorrectQ = 0 unless( 1 == $evaluated_answers{$ans_name}->{score} );
 4720     }
 4721     else {
 4722       die "Error at file ",__FILE__,"line ", __LINE__,":  Answer |$ans_name| is not a hash reference\n".
 4723          $evaluated_answers{$ans_name} .
 4724          "This probably means that the answer evaluator for this answer\n" .
 4725          "is not working correctly.";
 4726       $problem_result{error} = "Error: Answer $ans_name is not a hash: $evaluated_answers{$ans_name}";
 4727     }
 4728   }
 4729   # report the results
 4730   $problem_result{score} = $allAnswersCorrectQ;
 4731 
 4732   # I don't like to put in this bit of code.
 4733   # It makes it hard to construct error free problem graders
 4734   # I would prefer to know that the problem score was numeric.
 4735   unless ($problem_state{recorded_score} =~ /^([+-]?)(?=\d|\.\d)\d*(\.\d*)?([Ee]([+-]?\d+))?$/ ) {
 4736     $problem_state{recorded_score} = 0;  # This gets rid of non-numeric scores
 4737   }
 4738   #
 4739   if ($allAnswersCorrectQ == 1 or $problem_state{recorded_score} == 1) {
 4740     $problem_state{recorded_score} = 1;
 4741   }
 4742   else {
 4743     $problem_state{recorded_score} = 0;
 4744   }
 4745   # record attempt only if there have been no syntax errors.
 4746 
 4747   if ($record_problem_attempt == 1) {
 4748     $problem_state{num_of_correct_ans}++ if $allAnswersCorrectQ == 1;
 4749     $problem_state{num_of_incorrect_ans}++ if $allAnswersCorrectQ == 0;
 4750     $problem_state{state_summary_msg} = '';  # an HTML formatted message printed at the bottom of the problem page
 4751 
 4752   }
 4753   else {
 4754     $problem_result{show_partial_correct_answers} = 0 ;  # prevent partial correct answers from being shown for syntax errors.
 4755   }
 4756   (\%problem_result, \%problem_state);
 4757 }
 4758 
 4759 =head4 avg_problem_grader
 4760 
 4761 This grader gives a grade depending on how many questions from the problem are correct.  (The highest
 4762 grade is the one that is kept.  One can never lower the recorded grade on a problem by repeating it.)
 4763 Many professors (and almost all students :-)  ) prefer this grader.
 4764 
 4765 
 4766   install_problem_grader(~~&avg_problem_grader);
 4767 
 4768 =cut
 4769 
 4770 
 4771 sub avg_problem_grader {
 4772     my $rh_evaluated_answers = shift;
 4773   my $rh_problem_state = shift;
 4774   my %form_options = @_;
 4775   my %evaluated_answers = %{$rh_evaluated_answers};
 4776   #  The hash $rh_evaluated_answers typically contains:
 4777   #    'answer1' => 34, 'answer2'=> 'Mozart', etc.
 4778 
 4779   # By default the  old problem state is simply passed back out again.
 4780   my %problem_state = %$rh_problem_state;
 4781 
 4782 
 4783   # %form_options might include
 4784   # The user login name
 4785   # The permission level of the user
 4786   # The studentLogin name for this psvn.
 4787   # Whether the form is asking for a refresh or is submitting a new answer.
 4788 
 4789   # initial setup of the answer
 4790   my  $total=0;
 4791   my %problem_result = ( score        => 0,
 4792              errors       => '',
 4793              type       => 'avg_problem_grader',
 4794              msg        => '',
 4795   );
 4796   my $count = keys %evaluated_answers;
 4797   $problem_result{msg} = 'You can earn partial credit on this problem.' if $count >1;
 4798   # Return unless answers have been submitted
 4799   unless ($form_options{answers_submitted} == 1) {
 4800     return(\%problem_result,\%problem_state);
 4801   }
 4802 
 4803   # Answers have been submitted -- process them.
 4804   foreach my $ans_name (keys %evaluated_answers) {
 4805     # I'm not sure if this check is really useful.
 4806     if ( ( ref($evaluated_answers{$ans_name} ) eq 'HASH' ) or ( ref($evaluated_answers{$ans_name}) eq 'AnswerHash' ) )  {
 4807       $total += $evaluated_answers{$ans_name}->{score};
 4808     }
 4809     else {
 4810       die "Error: Answer |$ans_name| is not a hash reference\n".
 4811          $evaluated_answers{$ans_name} .
 4812          "This probably means that the answer evaluator for this answer\n" .
 4813          "is not working correctly.";
 4814       $problem_result{error} = "Error: Answer $ans_name is not a hash: $evaluated_answers{$ans_name}";
 4815     }
 4816   }
 4817   # Calculate score rounded to three places to avoid roundoff problems
 4818   $problem_result{score} = $total/$count if $count;
 4819   # increase recorded score if the current score is greater.
 4820   $problem_state{recorded_score} = $problem_result{score} if $problem_result{score} > $problem_state{recorded_score};
 4821 
 4822 
 4823   $problem_state{num_of_correct_ans}++ if $total == $count;
 4824   $problem_state{num_of_incorrect_ans}++ if $total < $count ;
 4825 
 4826   $problem_state{state_summary_msg} = '';  # an HTML formatted message printed at the bottom of the problem page
 4827 
 4828   warn "Error in grading this problem the total $total is larger than $count" if $total > $count;
 4829   (\%problem_result, \%problem_state);
 4830 }
 4831 
 4832 =head2 Utility subroutines
 4833 
 4834 =head4
 4835 
 4836   warn pretty_print( $rh_hash_input)
 4837 
 4838 This can be very useful for printing out messages about objects while debugging
 4839 
 4840 =cut
 4841 
 4842 sub pretty_print {
 4843     my $r_input = shift;
 4844     my $out = '';
 4845     if ( not ref($r_input) ) {
 4846       $out = $r_input;    # not a reference
 4847     } elsif ("$r_input" =~/hash/i) {  # this will pick up objects whose '$self' is hash and so works better than ref($r_iput).
 4848       local($^W) = 0;
 4849     $out .= "$r_input " ."<TABLE border = \"2\" cellpadding = \"3\" BGCOLOR = \"#FFFFFF\">";
 4850     foreach my $key (lex_sort( keys %$r_input )) {
 4851       $out .= "<tr><TD> $key</TD><TD>=&gt;</td><td>&nbsp;".pretty_print($r_input->{$key}) . "</td></tr>";
 4852     }
 4853     $out .="</table>";
 4854   } elsif (ref($r_input) eq 'ARRAY' ) {
 4855     my @array = @$r_input;
 4856     $out .= "( " ;
 4857     while (@array) {
 4858       $out .= pretty_print(shift @array) . " , ";
 4859     }
 4860     $out .= " )";
 4861   } elsif (ref($r_input) eq 'CODE') {
 4862     $out = "$r_input";
 4863   } else {
 4864     $out = $r_input;
 4865   }
 4866     $out;
 4867 }
 4868 
 4869 1;

aubreyja at gmail dot com
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