#
# GENERATED WITH PDL::PP from lib/PDL/Bad.pd! Don't modify!
#
package PDL::Bad;
our @EXPORT_OK = qw(badflag check_badflag badvalue orig_badvalue nbad nbadover ngood ngoodover setbadat isbad isgood nbadover ngoodover setbadif setvaltobad setnantobad setinftobad setnonfinitetobad setbadtonan setbadtoval badmask copybad locf );
our %EXPORT_TAGS = (Func=>\@EXPORT_OK);
our @ISA = ( 'PDL::Exporter','DynaLoader' );
push @PDL::Core::PP, __PACKAGE__;
bootstrap PDL::Bad ;
#line 20 "lib/PDL/Bad.pd"
=head1 NAME
PDL::Bad - PDL always processes bad values
=head1 DESCRIPTION
This module is loaded when you do C<use PDL>,
C<use PDL::Lite> or C<use PDL::LiteF>.
Implementation details are given in
L<PDL::BadValues>.
=head1 SYNOPSIS
use PDL::Bad;
print "\nBad value per PDL support in PDL is turned " .
$PDL::Bad::PerPdl ? "on" : "off" . ".\n";
=head1 VARIABLES
=over 4
=item $PDL::Bad::UseNaN
Set to 0 as of PDL 2.040, as no longer available, though NaN can be used
as a badvalue for a given PDL object.
=item $PDL::Bad::PerPdl
Set to 1 as of PDL 2.040 as always available.
=item $PDL::Bad::Status
Set to 1 as of PDL 2.035 as always available.
=back
=cut
#line 67 "lib/PDL/Bad.pm"
=head1 FUNCTIONS
=cut
#line 63 "lib/PDL/Bad.pd"
$PDL::Bad::Status = 1;
$PDL::Bad::UseNaN = 0;
$PDL::Bad::PerPdl = 1;
use strict;
############################################################
############################################################
#line 79 "lib/PDL/Bad.pd"
############################################################
############################################################
*badflag = \&PDL::badflag;
*badvalue = \&PDL::badvalue;
*orig_badvalue = \&PDL::orig_badvalue;
############################################################
############################################################
=head2 badflag
=for ref
getter/setter for the bad data flag
=for example
if ( $x->badflag() ) {
print "Data may contain bad values.\n";
}
$x->badflag(1); # set bad data flag
$x->badflag(0); # unset bad data flag
When called as a setter, this modifies the ndarray on which
it is called. This always returns a Perl scalar with the
final value of the bad flag.
A return value of 1 does not guarantee the presence of
bad data in an ndarray; all it does is say that we need to
I<check> for the presence of such beasties. To actually
find out if there are any bad values present in an ndarray,
use the L</check_badflag> method.
=for bad
This function works with ndarrays that have bad values. It
always returns a Perl scalar, so it never returns bad values.
=head2 badvalue
=for ref
returns (or sets) the value used to indicate a missing (or bad) element
for the given ndarray type. You can give it an ndarray,
a PDL::Type object, or one of C<$PDL_B>, C<$PDL_S>, etc.
=for example
$badval = badvalue( float );
$x = ones(ushort,10);
print "The bad data value for ushort is: ",
$x->badvalue(), "\n";
This can act as a setter (e.g. C<< $x->badvalue(23) >>),
including with the value C<NaN> for floating-point types.
Note that this B<doesn't change the data in the ndarray> for
floating-point-typed ndarrays.
That is, if C<$x> already has bad values, they will not
be changed to use the given number and if any elements of
C<$x> have that value, they will unceremoniously be marked
as bad data. See L</setvaltobad>, L</setbadtoval>, and
L</setbadif> for ways to actually modify the data in ndarrays
It I<does> change data for integer-typed arrays, changing values that
had the old bad value to have the new one.
It is possible to change the bad value on a per-ndarray basis, so
$x = sequence (10);
$x->badvalue (3); $x->badflag (1);
$y = sequence (10);
$y->badvalue (4); $y->badflag (1);
will set $x to be C<[0 1 2 BAD 4 5 6 7 8 9]> and $y to be
C<[0 1 2 3 BAD 5 6 7 8 9]>.
=for bad
This method does not care if you call it on an input ndarray
that has bad values. It always returns an ndarray
with the current or new bad value.
=cut
sub PDL::badvalue {
my ( $self, $val ) = @_;
my $num;
if ( UNIVERSAL::isa($self,"PDL") ) {
$num = $self->get_datatype;
if ( $num < $PDL_F && defined($val) && $self->badflag ) {
$self->inplace->setbadtoval( $val );
$self->badflag(1);
}
return PDL::Bad::_badvalue_per_pdl_int($self, $val, $num);
} elsif ( UNIVERSAL::isa($self,"PDL::Type") ) {
$num = $self->enum;
} else {
# assume it's a number
$num = $self;
}
PDL::Bad::_badvalue_int( $val, $num );
}
=head2 orig_badvalue
=for ref
returns the original value used to represent bad values for
a given type.
This routine operates the same as L</badvalue>,
except you can not change the values.
It also has an I<awful> name.
=for example
$orig_badval = orig_badvalue( float );
$x = ones(ushort,10);
print "The original bad data value for ushort is: ",
$x->orig_badvalue(), "\n";
=for bad
This method does not care if you call it on an input ndarray
that has bad values. It always returns an ndarray
with the original bad value for the associated type.
=cut
sub PDL::orig_badvalue {
no strict 'refs';
my $self = shift;
my $num;
if ( UNIVERSAL::isa($self,"PDL") ) {
$num = $self->get_datatype;
} elsif ( UNIVERSAL::isa($self,"PDL::Type") ) {
$num = $self->enum;
} else {
# assume it's a number
$num = $self;
}
PDL::Bad::_default_badvalue_int($num);
}
=head2 check_badflag
=for ref
Clear the badflag of an ndarray if it does not
contain any bad values
Given an ndarray whose bad flag is set, check whether it
actually contains any bad values and, if not, clear the flag.
It returns the final state of the badflag.
=for example
print "State of bad flag == ", $pdl->check_badflag;
=for bad
This method accepts ndarrays with or without bad values. It
returns an ndarray with the final badflag.
=cut
*check_badflag = \&PDL::check_badflag;
sub PDL::check_badflag {
my $pdl = shift;
$pdl->badflag(0) if $pdl->badflag and $pdl->nbad == 0;
return $pdl->badflag;
} # sub: check_badflag()
#line 268 "lib/PDL/Bad.pm"
=head2 isbad
=for sig
Signature: (a(); int [o]b())
Types: (sbyte byte short ushort long ulong indx ulonglong longlong
float double ldouble cfloat cdouble cldouble)
=for usage
$b = isbad($a);
isbad($a, $b); # all arguments given
$b = $a->isbad; # method call
$a->isbad($b);
=for ref
Returns a binary mask indicating which values of
the input are bad values
Returns a 1 if the value is bad, 0 otherwise.
Similar to L<isfinite|PDL::Math/isfinite>.
=for example
$x = pdl(1,2,3);
$x->badflag(1);
set($x,1,$x->badvalue);
$y = isbad($x);
print $y, "\n";
[0 1 0]
=pod
Broadcasts over its inputs.
=for bad
This method works with input ndarrays that are bad. The output ndarray
will never contain bad values, but its bad value flag will be the
same as the input ndarray's flag.
=cut
*isbad = \&PDL::isbad;
=head2 isgood
=for sig
Signature: (a(); int [o]b())
Types: (sbyte byte short ushort long ulong indx ulonglong longlong
float double ldouble cfloat cdouble cldouble)
=for usage
$b = isgood($a);
isgood($a, $b); # all arguments given
$b = $a->isgood; # method call
$a->isgood($b);
=for ref
Is a value good?
Returns a 1 if the value is good, 0 otherwise.
Also see L<isfinite|PDL::Math/isfinite>.
=for example
$x = pdl(1,2,3);
$x->badflag(1);
set($x,1,$x->badvalue);
$y = isgood($x);
print $y, "\n";
[1 0 1]
=pod
Broadcasts over its inputs.
=for bad
This method works with input ndarrays that are bad. The output ndarray
will never contain bad values, but its bad value flag will be the
same as the input ndarray's flag.
=cut
*isgood = \&PDL::isgood;
=head2 nbadover
=for sig
Signature: (a(n); indx [o] b())
Types: (sbyte byte short ushort long ulong indx ulonglong longlong
float double ldouble cfloat cdouble cldouble)
=for usage
$b = nbadover($a);
nbadover($a, $b); # all arguments given
$b = $a->nbadover; # method call
$a->nbadover($b);
=for ref
Find the number of bad elements along the 1st dimension.
This function reduces the dimensionality of an ndarray by one by finding the
number of bad elements along the 1st dimension. In this sense it shares
much in common with the functions defined in L<PDL::Ufunc>. In particular,
by using L<xchg|PDL::Slices/xchg> and similar dimension rearranging methods,
it is possible to perform this calculation over I<any> dimension.
=pod
Broadcasts over its inputs.
=for bad
nbadover processes input values that are bad. The output ndarray will not have
any bad values, but the bad flag will be set if the input ndarray had its bad
flag set.
=cut
*nbadover = \&PDL::nbadover;
=head2 ngoodover
=for sig
Signature: (a(n); indx [o] b())
Types: (sbyte byte short ushort long ulong indx ulonglong longlong
float double ldouble cfloat cdouble cldouble)
=for usage
$b = ngoodover($a);
ngoodover($a, $b); # all arguments given
$b = $a->ngoodover; # method call
$a->ngoodover($b);
=for ref
Find the number of good elements along the 1st dimension.
This function reduces the dimensionality of an ndarray
by one by finding the number of good elements
along the 1st dimension.
By using L<xchg|PDL::Slices/xchg> etc. it is possible to use
I<any> dimension.
=pod
Broadcasts over its inputs.
=for bad
ngoodover processes input values that are bad. The output ndarray will not have
any bad values, but the bad flag will be set if the input ndarray had its bad
flag set.
=cut
*ngoodover = \&PDL::ngoodover;
#line 463 "lib/PDL/Bad.pd"
*nbad = \&PDL::nbad;
sub PDL::nbad {
my($x) = @_; my $tmp;
$x->flat->nbadover($tmp=PDL->nullcreate($x) );
return $tmp;
}
#line 463 "lib/PDL/Bad.pd"
*ngood = \&PDL::ngood;
sub PDL::ngood {
my($x) = @_; my $tmp;
$x->flat->ngoodover($tmp=PDL->nullcreate($x) );
return $tmp;
}
#line 475 "lib/PDL/Bad.pd"
=head2 nbad
=for ref
Returns the number of bad values in an ndarray
=for bad
Accepts good and bad input ndarrays; output is an ndarray
and is always good.
=head2 ngood
=for ref
Returns the number of good values in an ndarray
=for usage
$x = ngood($data);
=for bad
Accepts good and bad input ndarrays; output is an ndarray
and is always good.
=head2 setbadat
=for ref
Set the value to bad at a given position.
=for usage
setbadat $ndarray, @position
C<@position> is a coordinate list, of size equal to the
number of dimensions in the ndarray.
This is a wrapper around L<set|PDL::Core/set> and is
probably mainly useful in test scripts!
=for example
pdl> $x = sequence 3,4
pdl> $x->setbadat 2,1
pdl> p $x
[
[ 0 1 2]
[ 3 4 BAD]
[ 6 7 8]
[ 9 10 11]
]
=for bad
This method can be called on ndarrays that have bad values.
The remainder of the arguments should be Perl scalars indicating
the position to set as bad. The output ndarray will have bad values
and will have its badflag turned on.
=cut
*setbadat = \&PDL::setbadat;
sub PDL::setbadat {
barf 'Usage: setbadat($pdl, $x, $y, ...)' if $#_<1;
my $self = shift;
PDL::Core::set_c ($self, [@_], $self->badvalue);
$self->badflag(1);
return $self;
}
#line 561 "lib/PDL/Bad.pm"
=head2 setbadif
=for sig
Signature: (a(); int mask(); [o]b())
Types: (sbyte byte short ushort long ulong indx ulonglong longlong
float double ldouble cfloat cdouble cldouble)
=for usage
$b = setbadif($a, $mask);
setbadif($a, $mask, $b); # all arguments given
$b = $a->setbadif($mask); # method call
$a->setbadif($mask, $b);
=for ref
Set elements bad based on the supplied mask, otherwise
copy across the data.
=for example
pdl> $x = sequence(5,5)
pdl> $x = $x->setbadif( $x % 2 )
pdl> p "a badflag: ", $x->badflag, "\n"
a badflag: 1
pdl> p "a is\n$x"
[
[ 0 BAD 2 BAD 4]
[BAD 6 BAD 8 BAD]
[ 10 BAD 12 BAD 14]
[BAD 16 BAD 18 BAD]
[ 20 BAD 22 BAD 24]
]
Unfortunately, this routine can I<not> be run inplace, since the
current implementation can not handle the same ndarray used as
C<a> and C<mask> (eg C<< $x->inplace->setbadif($x%2) >> fails).
Even more unfortunate: we can't catch this error and tell you.
=pod
Broadcasts over its inputs.
=for bad
The output always has its bad flag set, even if it does not contain
any bad values (use L</check_badflag> to check
whether there are any bad values in the output).
The input ndarray can have bad values: any bad values in the input ndarrays
are copied across to the output ndarray.
Also see L</setvaltobad> and L</setnantobad>.
=cut
*setbadif = \&PDL::setbadif;
=head2 setvaltobad
=for sig
Signature: (a(); [o]b(); double value)
Types: (sbyte byte short ushort long ulong indx ulonglong longlong
float double ldouble cfloat cdouble cldouble)
=for usage
$b = setvaltobad($a, $value);
setvaltobad($a, $b, $value); # all arguments given
$b = $a->setvaltobad($value); # method call
$a->setvaltobad($b, $value);
$a->inplace->setvaltobad($value); # can be used inplace
setvaltobad($a->inplace,$value);
=for ref
Set bad all those elements which equal the supplied value.
=for example
$x = sequence(10) % 3;
$x->inplace->setvaltobad( 0 );
print "$x\n";
[BAD 1 2 BAD 1 2 BAD 1 2 BAD]
This is a simpler version of L</setbadif>, but this
function can be done inplace. See L</setnantobad>
if you want to convert NaN to the bad value.
=pod
Broadcasts over its inputs.
=for bad
The output always has its bad flag set, even if it does not contain
any bad values (use L</check_badflag> to check
whether there are any bad values in the output).
Any bad values in the input ndarrays are copied across to the output ndarray.
=cut
*setvaltobad = \&PDL::setvaltobad;
=head2 setnantobad
=for sig
Signature: (a(); [o]b())
Types: (float ldouble cfloat cdouble cldouble double)
=for usage
$b = setnantobad($a);
setnantobad($a, $b); # all arguments given
$b = $a->setnantobad; # method call
$a->setnantobad($b);
$a->inplace->setnantobad; # can be used inplace
setnantobad($a->inplace);
=for ref
Sets NaN values (for complex, where either is NaN) in the input ndarray bad
(only relevant for floating-point ndarrays).
=pod
Broadcasts over its inputs.
=for bad
This method can process ndarrays with bad values: those bad values
are propagated into the output ndarray. Any value that is not a number
(before version 2.040 the test was for "not finite")
is also set to bad in the output ndarray. If all values from the input
ndarray are good, the output ndarray will B<not> have its
bad flag set.
=cut
*setnantobad = \&PDL::setnantobad;
=head2 setinftobad
=for sig
Signature: (a(); [o]b())
Types: (float ldouble cfloat cdouble cldouble double)
=for usage
$b = setinftobad($a);
setinftobad($a, $b); # all arguments given
$b = $a->setinftobad; # method call
$a->setinftobad($b);
$a->inplace->setinftobad; # can be used inplace
setinftobad($a->inplace);
=for ref
Sets non-finite values (for complex, where either is non-finite) in
the input ndarray bad (only relevant for floating-point ndarrays).
=pod
Broadcasts over its inputs.
=for bad
This method can process ndarrays with bad values: those bad values
are propagated into the output ndarray. Any value that is not finite
is also set to bad in the output ndarray. If all values from the input
ndarray are finite, the output ndarray will B<not> have its
bad flag set.
=cut
*setinftobad = \&PDL::setinftobad;
=head2 setnonfinitetobad
=for sig
Signature: (a(); [o]b())
Types: (float ldouble cfloat cdouble cldouble double)
=for usage
$b = setnonfinitetobad($a);
setnonfinitetobad($a, $b); # all arguments given
$b = $a->setnonfinitetobad; # method call
$a->setnonfinitetobad($b);
$a->inplace->setnonfinitetobad; # can be used inplace
setnonfinitetobad($a->inplace);
=for ref
Sets non-finite values (for complex, where either is non-finite) in
the input ndarray bad (only relevant for floating-point ndarrays).
=pod
Broadcasts over its inputs.
=for bad
This method can process ndarrays with bad values: those bad values
are propagated into the output ndarray. Any value that is not finite
is also set to bad in the output ndarray. If all values from the input
ndarray are finite, the output ndarray will B<not> have its
bad flag set.
=cut
*setnonfinitetobad = \&PDL::setnonfinitetobad;
=head2 setbadtonan
=for sig
Signature: (a(); [o] b())
Types: (float ldouble cfloat cdouble cldouble double)
=for usage
$b = setbadtonan($a);
setbadtonan($a, $b); # all arguments given
$b = $a->setbadtonan; # method call
$a->setbadtonan($b);
$a->inplace->setbadtonan; # can be used inplace
setbadtonan($a->inplace);
=for ref
Sets Bad values to NaN
This is only relevant for floating-point ndarrays. The input ndarray can be
of any type, but if done inplace, the input must be floating point.
=pod
Broadcasts over its inputs.
=for bad
This method processes input ndarrays with bad values. The output ndarrays will
not contain bad values (insofar as NaN is not Bad as far as PDL is concerned)
and the output ndarray does not have its bad flag set. As an inplace
operation, it clears the bad flag.
=cut
*setbadtonan = \&PDL::setbadtonan;
=head2 setbadtoval
=for sig
Signature: (a(); [o]b(); double newval)
Types: (sbyte byte short ushort long ulong indx ulonglong longlong
float double ldouble cfloat cdouble cldouble)
=for usage
$b = setbadtoval($a, $newval);
setbadtoval($a, $b, $newval); # all arguments given
$b = $a->setbadtoval($newval); # method call
$a->setbadtoval($b, $newval);
$a->inplace->setbadtoval($newval); # can be used inplace
setbadtoval($a->inplace,$newval);
=for ref
Replace any bad values by a (non-bad) value.
Also see L</badmask>.
=for example
$x->inplace->setbadtoval(23);
print "a badflag: ", $x->badflag, "\n";
a badflag: 0
=pod
Broadcasts over its inputs.
=for bad
The output always has its bad flag cleared.
If the input ndarray does not have its bad flag set, then
values are copied with no replacement.
=cut
*setbadtoval = \&PDL::setbadtoval;
=head2 badmask
=for sig
Signature: (a(); b(); [o]c())
Types: (sbyte byte short ushort long ulong indx ulonglong longlong
float double ldouble)
=for usage
$c = badmask($a, $b);
badmask($a, $b, $c); # all arguments given
$c = $a->badmask($b); # method call
$a->badmask($b, $c);
$a->inplace->badmask($b); # can be used inplace
badmask($a->inplace,$b);
=for ref
Clears all C<infs> and C<nans> in C<$a> to the corresponding value in C<$b>.
=pod
Broadcasts over its inputs.
=for bad
If bad values are present, these are also cleared.
=cut
*badmask = \&PDL::badmask;
=head2 copybad
=for sig
Signature: (a(); mask(); [o]b())
Types: (sbyte byte short ushort long ulong indx ulonglong longlong
float double ldouble cfloat cdouble cldouble)
=for usage
$b = copybad($a, $mask);
copybad($a, $mask, $b); # all arguments given
$b = $a->copybad($mask); # method call
$a->copybad($mask, $b);
$a->inplace->copybad($mask); # can be used inplace
copybad($a->inplace,$mask);
=for ref
Copies values from one ndarray to another, setting them
bad if they are bad in the supplied mask.
=for example
$x = byte( [0,1,3] );
$mask = byte( [0,0,0] );
$mask->badflag(1);
set($mask,1,$mask->badvalue);
$x->inplace->copybad( $mask );
p $x;
[0 BAD 3]
It is equivalent to:
$c = $x + $mask * 0
=pod
Broadcasts over its inputs.
=for bad
This handles input ndarrays that are bad. If either C<$x>
or C<$mask> have bad values, those values will be marked
as bad in the output ndarray and the output ndarray will have
its bad value flag set to true.
=cut
*copybad = \&PDL::copybad;
=head2 locf
=for sig
Signature: (a(n); [o]b(n))
Types: (sbyte byte short ushort long ulong indx ulonglong longlong
float double ldouble cfloat cdouble cldouble)
=for usage
$b = locf($a);
locf($a, $b); # all arguments given
$b = $a->locf; # method call
$a->locf($b);
=for ref
Last Observation Carried Forward - replace
every BAD value with the most recent non-BAD value prior to it.
Any leading BADs will be set to 0.
=pod
Broadcasts over its inputs.
=for bad
C<locf> processes bad values.
It will set the bad-value flag of all output ndarrays if the flag is set for any of the input ndarrays.
=cut
*locf = \&PDL::locf;
#line 915 "lib/PDL/Bad.pd"
=head1 AUTHOR
Doug Burke (djburke@cpan.org), 2000, 2001, 2003, 2006.
The per-ndarray bad value support is by Heiko Klein (2006).
CPAN documentation fixes by David Mertens (2010, 2013).
All rights reserved. There is no warranty. You are allowed to
redistribute this software / documentation under certain conditions. For
details, see the file COPYING in the PDL distribution. If this file is
separated from the PDL distribution, the copyright notice should be
included in the file.
=cut
#line 1078 "lib/PDL/Bad.pm"
# Exit with OK status
1;