BEGIN { my %engine_ok = ( 'Filter::Util::Call' => 'PDL/NiceSlice/FilterUtilCall.pm', 'Filter::Simple' => 'PDL/NiceSlice/FilterSimple.pm', ); # to validate names $PDL::NiceSlice::engine = $engine_ok{'Filter::Util::Call'}; # default engine type if ( exists $ENV{PDL_NICESLICE_ENGINE} ) { my $engine = $ENV{PDL_NICESLICE_ENGINE}; if ( exists $engine_ok{$engine} and $engine_ok{$engine} ) { $PDL::NiceSlice::engine = $engine_ok{$engine}; warn "PDL::NiceSlice using engine '$engine'\n" if $PDL::verbose; } elsif ( exists $engine_ok{$engine} and not $engine_ok{$engine} ) { warn "PDL::NiceSlice using default engine\n" if $PDL::verbose; } else { die "PDL::NiceSlice: PDL_NICESLICE_ENGINE set to invalid engine '$engine'\n"; } } } no warnings; package PDL::NiceSlice; # replace all occurences of the form # # $pdl(args); # or # $pdl->(args); # with # # $pdl->nslice(processed_args); # # # Modified 2-Oct-2001: don't modify $var(LIST) if it's part of a # "for $var(LIST)" or "foreach $var(LIST)" statement. CED. # # Modified 5-Nov-2007: stop processing if we encounter m/^no\s+PDL\;:\;:NiceSlice\;\s*$/. $PDL::NiceSlice::VERSION = '1.0.3'; $PDL::NiceSlice::debug = 0; # the next one is largely stolen from Regexp::Common my $RE_cmt = qr'(?:(?:\#)(?:[^\n]*)(?:\n))'; require PDL::Version; # get PDL version number # # remove code for PDL versions earlier than 2.3 # use Text::Balanced; # used to find parenthesis-delimited blocks # Try overriding the current extract_quotelike() routine # needed before using Filter::Simple to work around a bug # between Text::Balanced and Filter::Simple for our purpose. # BEGIN { no warnings; # quiet warnings for this sub Text::Balanced::extract_quotelike (;$$) { my $textref = $_[0] ? \$_[0] : \$_; my $wantarray = wantarray; my $pre = defined $_[1] ? $_[1] : '\s*'; my @match = Text::Balanced::_match_quotelike($textref,$pre,0,0); # do not match // alone as m// return Text::Balanced::_fail($wantarray, $textref) unless @match; return Text::Balanced::_succeed($wantarray, $textref, $match[2], $match[18]-$match[2], # MATCH @match[18,19], # REMAINDER @match[0,1], # PREFIX @match[2..17], # THE BITS @match[20,21], # ANY FILLET? ); }; }; # a call stack for error processing my @callstack = ('stackbottom'); sub curarg { my $arg = $callstack[-1]; # return top element of stack $arg =~ s/\((.*)\)/$1/s; return $arg; } sub savearg ($) {push @callstack,$_[0]} sub poparg () {pop @callstack} my @srcstr = (); # stack for refs to current source strings my $offset = 1; # line offset my $file = 'unknown'; my $mypostfix = ''; sub autosever { my ($this,$arg) = @_; $arg = 1 unless defined $arg; if ($arg) {$mypostfix = '->sever'} else {$mypostfix = ''} } sub line { die __PACKAGE__." internal error: can't determine line number" if $#srcstr < 0; my $pretext = substr ${$srcstr[0]}, 0, pos(${$srcstr[0]})-1; return ($pretext =~ tr/\n/\n/)+$offset; } sub filterdie { my ($msg) = @_; die "$msg\n\t at $file near line ". line().", slice expression '".curarg()."'\n"; } # non-bracketed prefix matching regexp my $prebrackreg = qr/^([^\(\{\[]*)/; # split regex $re separated arglist # but ignore bracket-protected bits # (i.e. text that is within matched brackets) sub splitprotected ($$) { my ($re,$txt) = @_; my ($got,$pre) = (1,''); my @chunks = (''); my $ct = 0; # infinite loop protection while ($got && $txt =~ /[({\[]/ && $ct++ < 1000) { # print "iteration $ct\n"; ($got,$txt,$pre) = Text::Balanced::extract_bracketed($txt,'{}()[]',$prebrackreg); my @partialargs = split $re, $pre, -1; $chunks[-1] .= shift @partialargs if @partialargs; push @chunks, @partialargs; $chunks[-1] .= $got; } filterdie "possible infinite parse loop, slice arg '".curarg()."'" if $ct == 1000; my @partialargs = split $re, $txt, -1; $chunks[-1] .= shift @partialargs if @partialargs; push @chunks, @partialargs; return @chunks; } # a pattern that finds occurences of the form # # $var( # # and # # ->( # # used as the prefix pattern for findslice my $prefixpat = qr/.*? # arbitrary leading stuff ((?) # or just '->' (\s|$RE_cmt)* # ignore comments \s* # more whitespace (?=\()/smx; # directly followed by open '(' (look ahead) # translates a single arg into corresponding # mslice format sub onearg ($) { my ($arg) = @_; print STDERR "processing arg '$arg'\n" if $PDL::NiceSlice::debug; return q|'X'| if $arg =~ /^\s*:??\s*$/; # empty arg or just colon # recursively process args for slice syntax $arg = findslice($arg,$PDL::debug) if $arg =~ $prefixpat; # no doubles colon are matched to avoid confusion with Perl's C<::> if ($arg =~ /(? 3; $args[0] = 0 if !defined $args[0] || $args[0] =~ /^\s*$/; $args[1] = -1 if !defined $args[1] || $args[1] =~ /^\s*$/; $args[2] = 1 if !defined $args[2] || $args[2] =~ /^\s*$/; return "[".join(',',@args)."]"; # replace single ':' with ',' } # the (pos) syntax, i.e. 0D slice return "[$arg,0,0]" if $arg =~ s/^\s*\((.*)\)\s*$/$1/; # use the new [x,x,0] # we don't allow [] syntax (although that's what nslice internally uses) filterdie "invalid slice expression containing '[', expression was '". curarg()."'" if $arg =~ /^\s*\[/; # If the arg starts with '*' it's a dummy call -- force stringification # and prepend a '*' for handling by slice. return "(q(*).($arg))" if($arg =~ s/^\s*\*//); # this must be a simple position, leave as is return "$arg"; } # process the arg list sub procargs { my ($txt) = @_; print STDERR "procargs: got '$txt'\n" if $PDL::NiceSlice::debug; # $txt =~ s/^\s*\((.*)\)\s*$/$1/s; # this is now done by findslice # push @callstack, $txt; # for later error reporting my $args = $txt =~ /^\s*$/s ? '' : join ',', map {onearg $_} splitprotected ',', $txt; $args =~ s/\s//sg; # get rid of whitespace # pop @callstack; # remove from call stack return "($args)"; } # this is the real workhorse that translates occurences # of $a(args) into $args->nslice(processed_arglist) # sub findslice { my ($src,$verb) = @_; push @srcstr, \$src; $verb = 0 unless defined $verb; my $processed = ''; my $ct=0; # protect against infinite loop my ($found,$prefix,$dummy); while ( $src =~ m/\G($prefixpat)/ && (($found,$dummy,$prefix) = Text::Balanced::extract_bracketed($src,'()',$prefixpat))[0] && $ct++ < 1000) { print STDERR "pass $ct: found slice expr $found at line ".line()."\n" if $verb; # Do final check for "for $var(LIST)" and "foreach $var(LIST)" syntax. # Process into an 'nslice' call only if it's not that. if ($prefix =~ m/for(each)?(\s+(my|our))?\s+\$\w+(\s|$RE_cmt)*$/s || # foreach statement: Don't translate $prefix =~ m/->\s*\$\w+$/s) # e.g. $a->$method(args) # method invocation via string, don't translate either { # note: even though we reject this one we need to call # findslice on $found in case # it contains slice expressions $processed .= "$prefix".findslice($found); } else { # statement is a real slice and not a foreach my ($call,$pre,$post,$arg); # the following section got an overhaul in v0.99 # to fix modifier parsing and allow >1 modifier # this code still needs polishing savearg $found; # error reporting print STDERR "findslice: found '$found'\n" if $PDL::NiceSlice::debug; $found =~ s/^\s*\((.*)\)\s*$/$1/s; my ($slicearg,@mods) = splitprotected ';', $found; filterdie "more than 1 modifier group: @mods" if @mods > 1; # filterdie "invalid modifier $1" # if $found =~ /(;\s*[[:graph:]]{2,}?\s*)\)$/; print STDERR "MODS: " . join(',',@mods) . "\n" if $PDL::NiceSlice::debug; my @post = (); # collects all post nslice operations my @pre = (); if (@mods) { (my $mod = $mods[0]) =~ s/\s//sg; # eliminate whitespace my @modflags = split '', $mod; print STDERR "MODFLAGS: @modflags\n" if $PDL::NiceSlice::debug; filterdie "more than 1 modifier incompatible with ?: @modflags" if @modflags > 1 && grep (/\?/, @modflags); # only one flag with where my %seen = (); if (@modflags) { for my $mod1 (@modflags) { if ($mod1 eq '?') { $seen{$mod1}++ && filterdie "modifier $mod1 used twice or more"; $call = 'where'; $arg = "(" . findslice($slicearg) . ")"; # $post = ''; # no post action required } elsif ($mod1 eq '_') { $seen{$mod1}++ && filterdie "modifier $mod1 used twice or more"; push @pre, 'flat->'; $call ||= 'nslice'; # do only once $arg = procargs($slicearg); # $post = ''; # no post action required } elsif ($mod1 eq '|') { $seen{$mod1}++ && filterdie "modifier $mod1 used twice or more"; $call ||= 'nslice'; $arg ||= procargs($slicearg); push @post, '->sever'; } elsif ($mod1 eq '-') { $seen{$mod1}++ && filterdie "modifier $mod1 used twice or more"; $call ||= 'nslice'; $arg ||= procargs($slicearg); push @post, '->reshape(-1)'; } else { filterdie "unknown modifier $mod1"; } } } else { # empty modifier block $call = 'nslice'; $arg = procargs($slicearg); # $post = ''; } } else { # no modifier block $call = 'nslice'; $arg = procargs($slicearg); # $post = ''; # $call = 'nslice_if_pdl'; # handle runtime checks for $self type # $arg =~ s/\)$/,q{$found})/; # add original argument string # in case $self is not a piddle # and the original call must be # generated } $pre = join '', @pre; # assumption here: sever should be last # and order of other modifiers doesn't matter $post = join '', sort @post; # need to ensure that sever is last $processed .= "$prefix". ($prefix =~ /->(\s*$RE_cmt*)*$/ ? '' : '->'). $pre.$call.$arg.$post.$mypostfix; } } # end of while loop poparg; # clean stack pop @srcstr; # clear stack # append the remaining text portion # use substr only if we have had at least one pass # through above loop (otherwise pos is uninitialized) $processed .= $ct > 0 ? substr $src, pos($src) : $src; } ############################## # termstr - generate a regexp to find turn-me-off strings # CED 5-Nov-2007 sub terminator_regexp{ my $clstr = shift; $clstr =~ s/([^a-zA-Z0-9])/\\$1/g; my $termstr = '^\s*no\s+'.$clstr.'\s*;\s*(#.*)*$'; return qr/$termstr/o; # allow trailing comments } sub reinstator_regexp{ my $clstr = shift; $clstr =~ s/([^a-zA-Z0-9])/\\$1/g; my $reinstr = '^\s*use\s+'.$clstr.'\s*;\s*(#.*)*$'; return qr/$reinstr/o; # allow trailing comments } # save eval of findslice that should be used within perldl or pdl2 # as a preprocessor sub perldlpp { my ($class, $txt) = @_; ############################## # Backwards compatibility to before the two-parameter form. The only # call should be around line 206 of PDL::AutoLoader, but one never # knows.... # -- CED 5-Nov-2007 if(!defined($txt)) { print "PDL::NiceSlice::perldlpp -- got deprecated one-argument form, from ".(join("; ",caller))."...\n"; $txt = $class; $class = "PDL::NiceSlice"; } ## Debugging to track exactly what is going on -- left in, in case it's needed again if($PDL::debug > 1) { print "PDL::NiceSlice::perldlpp - got:\n$txt\n"; my $i; for $i(0..5){ my($package,$filename,$line,$subroutine, $hasargs) = caller($i); printf("layer %d: %20s, %40s, line %5d, sub %20s, args: %d\n",$i,$package,$filename,$line,$subroutine,$hasargs); } } my $new; ############################## ## This block sort-of echoes import(), below... ## Crucial difference: we don't give up the ghost on termination conditions, only ## mask out current findslices. That's because future uses won't be processed ## (for some reason source filters don't work on evals). my @lines= split /\n/,$txt; my $terminator = terminator_regexp($class); my $reinstator = reinstator_regexp($class); my($status, $off, $end); eval { do { my $data = ""; while(@lines) { $_= shift @lines; if(defined($terminator) && m/$terminator/) { $_ = "## $_"; $off = 1; last; } if(defined($reinstator) && m/$reinstator/) { $_ = "## $_"; } if(m/^\s*(__END__|__DATA__)\s*$/) { $end=$1; $off = 1; last; } $data .= "$_\n"; $count++; $_=""; } $_ = $data; $_ = findslice $_ ; $_ .= "no $class;\n" if $off; $_ .= "$end\n" if $end; $new .= "$_"; while($off && @lines) { $_ = shift @lines; if(defined($reinstator) && m/$reinstator/) { $off = 0; $_ = "## $_"; } if(defined($terminator) && m/$terminator/) { $_ = "## $_"; } $new .= "$_\n"; } } while(@lines && !$end); }; if ($@) { my $err = $@; for (split '','#!|\'"%~/') { return "print q${_}NiceSlice error: $err${_}" unless $err =~ m{[$_]}; } return "print q{NiceSlice error: $err}"; # if this doesn't work # we're stuffed } if($PDL::debug > 1) { print "PDL::NiceSlice::perldlpp - returning:\n$new\n"; } return $new; } BEGIN { require "$PDL::NiceSlice::engine"; } =head1 NAME PDL::NiceSlice - toward a nicer slicing syntax for PDL =head1 SYNOPSYS use PDL::NiceSlice; $a(1:4) .= 2; # concise syntax for ranges print $b((0),1:$end); # use variables in the slice expression $a->xchg(0,1)->(($pos-1)) .= 0; # default method syntax $idx = long 1, 7, 3, 0; # a piddle of indices $a(-3:2:2,$idx) += 3; # mix explicit indexing and ranges $a->clump(1,2)->(0:30); # 'default method' syntax $a(myfunc(0,$var),1:4)++; # when using functions in slice expressions # use parentheses around args! $b = $a(*3); # Add dummy dimension of order 3 # modifiers are specified in a ;-separated trailing block $a($a!=3;?)++; # short for $a->where($a!=3)++ $a(0:1114;_) .= 0; # short for $a->flat->(0:1114) $b = $a(0:-1:3;|); # short for $a(0:-1:3)->sever $n = sequence 3,1,4,1; $b = $n(;-); # drop all dimensions of size 1 (AKA squeeze) $b = $n(0,0;-|); # squeeze *and* sever $c = $a(0,3,0;-); # more compact way of saying $a((0),(3),(0)) =head1 DESCRIPTION Slicing is a basic, extremely common operation, and PDL's L method would be cumbersome to use in many cases. C rectifies that by incorporating new slicing syntax directly into the language via a perl I (see L). NiceSlice adds no new functionality, only convenient syntax. NiceSlice is loaded automatically in the perldl or pdl2 shell, but (to avoid conflicts with other modules) must be loaded automatically in standalone perl/PDL scripts (see below). If you prefer not to use a prefilter on your standalone scripts, you can use the L method in those scripts, rather than the more compact NiceSlice constructs. =head1 Use in scripts and C or C shell The new slicing syntax can be switched on and off in scripts and perl modules by using or unloading C. But now back to scripts and modules. Everything after C will be translated and you can use the new slicing syntax. Source filtering will continue until the end of the file is encountered. You can stop sourcefiltering before the end of the file by issuing a C statement. Here is an example: use PDL::NiceSlice; # this code will be translated # and you can use the new slicing syntax no PDL::NiceSlice; # this code won't # and the new slicing syntax will raise errors! See also L and F in this distribution for further examples. NOTE: Unlike "normal" modules you need to include a C call in each and every file that contains code that uses the new slicing syntax. Imagine the following situation: a file F # start test0.pl use PDL; use PDL::NiceSlice; $a = sequence 10; print $a(0:4),"\n"; require 'test1.pl'; # end test0.pl that Cs a second file F # begin test1.pl $aa = sequence 11; print $aa(0:7),"\n"; 1; # end test1.pl Following conventional perl wisdom everything should be alright since we Cd C and C already from within F and by the time F is Cd things should be defined and imported, etc. A quick test run will, however, produce something like the following: perl test0.pl [0 1 2 3 4] syntax error at test1.pl line 3, near "0:" Compilation failed in require at test0.pl line 7. This can be fixed by adding the line use PDL::NiceSlice; C the code in F that uses the new slicing syntax (to play safe just include the line near the top of the file), e.g. # begin corrected test1.pl use PDL::NiceSlice; $aa = sequence 11; print $aa(0:7),"\n"; 1; # end test1.pl Now things proceed more smoothly perl test0.pl [0 1 2 3 4] [0 1 2 3 4 5 6 7] Note that we don't need to issue C again. C is a somewhat I module in that respect. It is a consequence of the way source filtering works in Perl (see also the IMPLEMENTATION section below). =head2 evals and C Due to C being a source filter it won't work in the usual way within evals. The following will I do what you want: $a = sequence 10; eval << 'EOE'; use PDL::NiceSlice; $b = $a(0:5); EOE print $b; Instead say: use PDL::NiceSlice; $a = sequence 10; eval << 'EOE'; $b = $a(0:5); EOE print $b; Source filters I be executed at compile time to be effective. And C is just a source filter (although it is not necessarily obvious for the casual user). =head1 The new slicing syntax Using C slicing piddles becomes so much easier since, first of all, you don't need to make explicit method calls. No $pdl->slice(....); calls, etc. Instead, C introduces two ways in which to slice piddles without too much typing: =over 2 =item * using parentheses directly following a scalar variable name, for example $c = $b(0:-3:4,(0)); =item * using the so called I invocation in which the piddle object is treated as if it were a reference to a subroutine (see also L). Take this example that slices a piddle that is part of a perl list C<@b>: $c = $b[0]->(0:-3:4,(0)); =back The format of the argument list is the same for both types of invocation and will be explained in more detail below. =head2 Parentheses following a scalar variable name An arglist in parentheses following directly after a scalar variable name that is I preceded by C<&> will be resolved as a slicing command, e.g. $a(1:4) .= 2; # only use this syntax on piddles $sum += $a(,(1)); However, if the variable name is immediately preceded by a C<&>, for example &$a(4,5); it will not be interpreted as a slicing expression. Rather, to avoid interfering with the current subref syntax, it will be treated as an invocation of the code reference C<$a> with argumentlist C<(4,5)>. The $a(ARGS) syntax collides in a minor way with the perl syntax. In particular, ``foreach $var(LIST)'' appears like a PDL slicing call. NiceSlice avoids translating the ``for $var(LIST)'' and ``foreach $var(LIST)'' constructs for this reason. Since you can't use just any old lvalue expression in the 'foreach' 'for' constructs -- only a real perl scalar will do -- there's no functionality lost. If later versions of perl accept ``foreach (LIST)'', then you can use the code ref syntax, below, to get what you want. =head2 The I syntax The second syntax that will be recognized is what I called the I syntax. It is the method arrow C<-E> directly followed by an open parenthesis, e.g. $a->xchg(0,1)->(($pos)) .= 0; Note that this conflicts with the use of normal code references, since you can write in plain Perl $sub = sub { print join ',', @_ }; $sub->(1,'a'); NOTE: Once C is in effect (you can always switch it off with a line C anywhere in the script) the source filter will incorrectly replace the above call to C<$sub> with an invocation of the slicing method. This is one of the pitfalls of using a source filter that doesn't know anything about the runtime type of a variable (cf. the Implementation section). This shouldn't be a major problem in practice; a simple workaround is to use the C<&>-way of calling subrefs, e.g.: $sub = sub { print join ',', @_ }; &$sub(1,'a'); =head2 When to use which syntax? Why are there two different ways to invoke slicing? The first syntax C<$a(args)> doesn't work with chained method calls. E.g. $a->xchg(0,1)(0); won't work. It can I be used directly following a valid perl variable name. Instead, use the I syntax in such cases: $a->xchg(0,1)->(0); Similarly, if you have a list of piddles C<@pdls>: $b = $pdls[5]->(0:-1); =head2 The argument list The argument list is a comma separated list. Each argument specifies how the corresponding dimension in the piddle is sliced. In contrast to usage of the L method the arguments should I be quoted. Rather freely mix literals (1,3,etc), perl variables and function invocations, e.g. $a($pos-1:$end,myfunc(1,3)) .= 5; There can even be other slicing commands in the arglist: $a(0:-1:$pdl($step)) *= 2; NOTE: If you use function calls in the arglist make sure that you use parentheses around their argument lists. Otherwise the source filter will get confused since it splits the argument list on commas that are not protected by parentheses. Take the following example: sub myfunc { return 5*$_[0]+$_[1] } $a = sequence 10; $sl = $a(0:myfunc 1, 2); print $sl; PDL barfed: Error in slice:Too many dims in slice Caught at file /usr/local/bin/perldl, line 232, pkg main The simple fix is $sl = $a(0:myfunc(1, 2)); print $sl; [0 1 2 3 4 5 6 7] Note that using prototypes in the definition of myfunc does not help. At this stage the source filter is simply not intelligent enough to make use of this information. So beware of this subtlety. Another pitfall to be aware of: currently, you can't use the conditional operator in slice expressions (i.e., C, since the parser confuses them with ranges). For example, the following will cause an error: $a = sequence 10; $b = rand > 0.5 ? 0 : 1; # this one is ok print $a($b ? 1 : 2); # error ! syntax error at (eval 59) line 3, near "1, For the moment, just try to stay clear of the conditional operator in slice expressions (or provide us with a patch to the parser to resolve this issue ;). =head2 Modifiers Following a suggestion originally put forward by Karl Glazebrook the latest versions of C implement I in slice expressions. Modifiers are convenient shorthands for common variations on PDL slicing. The general syntax is $pdl(;) Four modifiers are currently implemented: =over =item * C<_> : I the piddle before applying the slice expression. Here is an example $b = sequence 3, 3; print $b(0:-2;_); # same as $b->flat->(0:-2) [0 1 2 3 4 5 6 7] which is quite different from the same slice expression without the modifier print $b(0:-2); [ [0 1] [3 4] [6 7] ] =item * C<|> : L the link to the piddle, e.g. $a = sequence 10; $b = $a(0:2;|)++; # same as $a(0:2)->sever++ print $b; [1 2 3] print $a; # check if $a has been modified [0 1 2 3 4 5 6 7 8 9] =item * C : short hand to indicate that this is really a L expression As expressions like $a->where($a>5) are used very often you can write that shorter as $a($a>5;?) With the C-modifier the expression preceding the modifier is I really a slice expression (e.g. ranges are not allowed) but rather an expression as required by the L method. For example, the following code will raise an error: $a = sequence 10; print $a(0:3;?); syntax error at (eval 70) line 3, near "0:" That's about all there is to know about this one. =item * C<-> : I out any singleton dimensions. In less technical terms: reduce the number of dimensions (potentially) by deleting all dims of size 1. It is equivalent to doing a L(-1). That can be very handy if you want to simplify the results of slicing operations: $a = ones 3, 4, 5; $b = $a(1,0;-); # easier to type than $a((1),(0)) print $b->info; PDL: Double D [5] It also provides a unique opportunity to have smileys in your code! Yes, PDL gives new meaning to smileys. =back =head2 Combining modifiers Several modifiers can be used in the same expression, e.g. $c = $a(0;-|); # squeeze and sever Other combinations are just as useful, e.g. C<;_|> to flatten and sever. The sequence in which modifiers are specified is not important. A notable exception is the C modifier (C) which must not be combined with other flags (let me know if you see a good reason to relax this rule). Repeating any modifier will raise an error: $c = $a(-1:1;|-|); # will cause error NiceSlice error: modifier | used twice or more Modifiers are still a new and experimental feature of C. I am not sure how many of you are actively using them. I. I think modifiers are very useful and make life a lot easier. Feedback is welcome as usual. The modifier syntax will likely be further tuned in the future but we will attempt to ensure backwards compatibility whenever possible. =head2 Argument formats In slice expressions you can use ranges and secondly, piddles as 1D index lists (although compare the description of the C-modifier above for an exception). =over 2 =item * ranges You can access ranges using the usual C<:> separated format: $a($start:$stop:$step) *= 4; Note that you can omit the trailing step which then defaults to 1. Double colons (C<::>) are not allowed to avoid clashes with Perl's namespace syntax. So if you want to use steps different from the default you have to also at least specify the stop position. Examples: $a(::2); # this won't work (in the way you probably intended) $a(:-1:2); # this will select every 2nd element in the 1st dim Just as with L negative indices count from the end of the dimension backwards with C<-1> being the last element. If the start index is larger than the stop index the resulting piddle will have the elements in reverse order between these limits: print $a(-2:0:2); [8 6 4 2 0] A single index just selects the given index in the slice print $a(5); [5] Note, however, that the corresponding dimension is not removed from the resulting piddle but rather reduced to size 1: print $a(5)->info PDL: Double D [1] If you want to get completely rid of that dimension enclose the index in parentheses (again similar to the L syntax): print $a((5)); 5 In this particular example a 0D piddle results. Note that this syntax is only allowed with a single index. All these will be errors: print $a((0,4)); # will work but not in the intended way print $a((0:4)); # compile time error An empty argument selects the whole dimension, in this example all of the first dimension: print $a(,(0)); Alternative ways to select a whole dimension are $a = sequence 5, 5; print $a(:,(0)); print $a(0:-1,(0)); print $a(:-1,(0)); print $a(0:,(0)); Arguments for trailing dimensions can be omitted. In that case these dimensions will be fully kept in the sliced piddle: $a = random 3,4,5; print $a->info; PDL: Double D [3,4,5] print $a((0))->info; PDL: Double D [4,5] print $a((0),:,:)->info; # a more explicit way PDL: Double D [4,5] print $a((0),,)->info; # similar PDL: Double D [4,5] =item * dummy dimensions As in L, you can insert a dummy dimension by preceding a single index argument with '*'. A lone '*' inserts a dummy dimension of order 1; a '*' followed by a number inserts a dummy dimension of that order. =item * piddle index lists The second way to select indices from a dimension is via 1D piddles of indices. A simple example: $a = random 10; $idx = long 3,4,7,0; $b = $a($idx); This way of selecting indices was previously only possible using L (C attempts to unify the C and C interfaces). Note that the indexing piddles must be 1D or 0D. Higher dimensional piddles as indices will raise an error: $a = sequence 5, 5; $idx2 = ones 2,2; $sum = $a($idx2)->sum; piddle must be <= 1D at /home/XXXX/.perldlrc line 93 Note that using index piddles is not as efficient as using ranges. If you can represent the indices you want to select using a range use that rather than an equivalent index piddle. In particular, memory requirements are increased with index piddles (and execution time I be longer). That said, if an index piddle is the way to go use it! =back As you might have expected ranges and index piddles can be freely mixed in slicing expressions: $a = random 5, 5; $b = $a(-1:2,pdl(3,0,1)); =head2 piddles as indices in ranges You can use piddles to specify indices in ranges. No need to turn them into proper perl scalars with the new slicing syntax. However, make sure they contain not more than one element! Otherwise a runtime error will be triggered. First a couple of examples that illustrate proper usage: $a = sequence 5, 5; $rg = pdl(1,-1,3); print $a($rg(0):$rg(1):$rg(2),2); [ [11 14] ] print $a($rg+1,:$rg(0)); [ [2 0 4] [7 5 9] ] The next one raises an error print $a($rg+1,:$rg(0:1)); multielement piddle where only one allowed at XXX/Core.pm line 1170. The problem is caused by using the 2-element piddle C<$rg(0:1)> as the stop index in the second argument C<:$rg(0:1)> that is interpreted as a range by C. You I use multielement piddles as index piddles as described above but not in ranges. And C treats any expression with unprotected C<:>'s as a range. I means as usual I<"not occurring between matched parentheses">. =head1 IMPLEMENTATION C exploits the ability of Perl to use source filtering (see also L). A source filter basically filters (or rewrites) your perl code before it is seen by the compiler. C searches through your Perl source code and when it finds the new slicing syntax it rewrites the argument list appropriately and splices a call to the C method using the modified arg list into your perl code. You can see how this works in the L or L shells by switching on reporting (see above how to do that). The C method is an extended version of L that knows how to deal with index piddles (and therefore combines slicing and dicing). Full documentation of C will be in the next PDL release. =head1 BUGS =head2 Conditional operator The conditional operator can't be used in slice expressions (see above). =head2 The C file handle I: To avoid clobbering the C filehandle C switches itself off when encountering the C<__END__> or C<__DATA__> tokens. This should not be a problem for you unless you use C to load PDL code including the new slicing from that section. It is even desirable when working with L, see below. =head2 Possible interaction with L There is currently an undesired interaction between C and the new L module (currently only in PDL CVS). Since PP code generally contains expressions of the type C<$var()> (to access piddles, etc) C recognizes those I as slice expressions and does its substitutions. This is not a problem if you use the C section for your Pdlpp code -- the recommended place for Inline code anyway. In that case C will have switched itself off before encountering any Pdlpp code (see above): # use with Inline modules use PDL; use PDL::NiceSlice; use Inline Pdlpp; $a = sequence(10); print $a(0:5); __END__ __Pdlpp__ ... inline stuff Otherwise switch C explicitly off around the Inline::Pdlpp code: use PDL::NiceSlice; $a = sequence 10; $a(0:3)++; $a->inc; no PDL::NiceSlice; # switch off before Pdlpp code use Inline Pdlpp => "Pdlpp source code"; The cleaner solution is to always stick with the C way of including your C code as in the first example. That way you keep your nice Perl code at the top and all the ugly Pdlpp stuff etc at the bottom. =head2 Bug reports Feedback and bug reports are welcome. Please include an example that demonstrates the problem. Log bug reports in the PDL bug database at http://sourceforge.net/bugs/?group_id=612 or send them to the pdl-porters mailing list Epdl-porters@jach.hawaii.eduE. =head1 COPYRIGHT Copyright (c) 2001, 2002 Christian Soeller. All Rights Reserved. This module is free software. It may be used, redistributed and/or modified under the same terms as PDL itself (see L). =cut 1;