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package Statistics::R::IO::QapEncoding;
# ABSTRACT: Functions for parsing Rserve packets
$Statistics::R::IO::QapEncoding::VERSION = '1.0002';
use 5.010;
use strict;
use warnings FATAL => 'all';
use Exporter 'import';
our @EXPORT = qw( );
our @EXPORT_OK = qw( decode );
our %EXPORT_TAGS = ( all => [ @EXPORT_OK ], );
use Statistics::R::IO::Parser qw( :all );
use Statistics::R::IO::ParserState;
use Statistics::R::REXP::Character;
use Statistics::R::REXP::Complex;
use Statistics::R::REXP::Double;
use Statistics::R::REXP::Integer;
use Statistics::R::REXP::List;
use Statistics::R::REXP::Logical;
use Statistics::R::REXP::Raw;
use Statistics::R::REXP::Language;
use Statistics::R::REXP::Symbol;
use Statistics::R::REXP::Null;
use Statistics::R::REXP::GlobalEnvironment;
use Statistics::R::REXP::Unknown;
use Statistics::R::REXP::S4;
use Carp;
use constant {
DT_INT => 1, # int
DT_CHAR => 2, # char
DT_DOUBLE => 3, # double
DT_STRING => 4, # zero- terminated string
DT_BYTESTREAM => 5, # stream of bytes (unlike DT_STRING may
# contain 0)
DT_SEXP => 10, # encoded SEXP
DT_ARRAY => 11, # array of objects (i.e. first 4 bytes specify how
# many subsequent objects are part of the array; 0
# is legitimate)
DT_CUSTOM => 32, # custom types not defined in the protocol but
# used by applications
DT_LARGE => 64, # new in 0102: if this flag is set then the length
# of the object is coded as 56-bit integer
# enlarging the header by 4 bytes
};
# eXpression Types: transport format of the encoded SEXPs:
# [0] int type/len (1 byte type, 3 bytes len - same as SET_PAR)
# [4] REXP attr (if bit 8 in type is set)
# [4/8] data .. */
# Expression type classification:
# P = primary type
# s = secondary type - its decoding is identical to
# a primary type and thus the client doesn't need to
# decode it separately.
# - = deprecated/removed. if a client doesn't need to
# support old Rserve versions, those can be safely skipped.
# XT_* types:
use constant {
XT_NULL => 0, # P data: [0]
XT_INT => 1, # - data: [4]int
XT_DOUBLE => 2, # - data: [8]double
XT_STR => 3, # P data: [n]char null-term. strg.
XT_LANG => 4, # - data: same as XT_LIST
XT_SYM => 5, # - data: [n]char symbol name
XT_BOOL => 6, # - data: [1]byte boolean (1=TRUE, 0=FALSE, 2=NA)
XT_S4 => 7, # P data: [0]
XT_VECTOR => 16, # P data: [?]REXP,REXP,...
XT_LIST => 17, # - X head, X vals, X tag (since 0.1-5)
XT_CLOS => 18, # P X formals, X body (closure; since 0.1-5)
XT_SYMNAME => 19, # s same as XT_STR (since 0.5)
XT_LIST_NOTAG => 20, # s same as XT_VECTOR (since 0.5)
XT_LIST_TAG => 21, # P X tag, X val, Y tag, Y val, ... (since 0.5)
XT_LANG_NOTAG => 22, # s same as XT_LIST_NOTAG (since 0.5)
XT_LANG_TAG => 23, # s same as XT_LIST_TAG (since 0.5)
XT_VECTOR_EXP => 26, # s same as XT_VECTOR (since 0.5)
XT_VECTOR_STR => 27, # - same as XT_VECTOR (since 0.5 but unused, use XT_ARRAY_STR instead)
XT_ARRAY_INT => 32, # P data: [n*4]int,int,...
XT_ARRAY_DOUBLE => 33, # P data: [n*8]double,double,...
XT_ARRAY_STR => 34, # P data: string,string,...
# (string=byte,byte,...,0) padded with '\01'
XT_ARRAY_BOOL_UA => 35, # - data: [n]byte,byte,... (unaligned! NOT supported anymore)
XT_ARRAY_BOOL => 36, # P data: int(n),byte,byte,...
XT_RAW => 37, # P data: int(n),byte,byte,...
XT_ARRAY_CPLX => 38, # P data: [n*16]double,double,... (Re,Im,Re,Im,...)
XT_UNKNOWN => 48, # P data: [4]int - SEXP type (as from TYPEOF(x))
XT_LARGE => 64, # new in 0102: if this flag is set then the length
# of the object is coded as 56-bit integer
# enlarging the header by 4 bytes
XT_HAS_ATTR => 128, # flag; if set, the following REXP is the
# attribute
};
sub unpack_sexp_info {
bind(\&any_uint32,
sub {
my $object_info = shift // return;
my $is_long = $object_info & XT_LARGE;
if ($is_long) {
## TODO: if `is_long`, then the next 4 bytes contain
## the upper half of the length
error "Sorry, long packets aren't supported yet"
} else {
mreturn { has_attributes => $object_info & XT_HAS_ATTR,
is_long => $is_long,
object_type => $object_info & 0x3F,
length => $object_info >> 8,
}
}
})
}
sub sexp_data {
my $object_info = shift;
bind(maybe_attributes($object_info),
sub {
my ($object_info, $attributes) = @{shift()};
if ($object_info->{object_type} == XT_NULL) {
# encoded Nil
mreturn(Statistics::R::REXP::Null->new)
} elsif ($object_info->{object_type} == XT_ARRAY_INT) {
# integer vector
intsxp($object_info, $attributes)
} elsif ($object_info->{object_type} == XT_ARRAY_BOOL) {
# logical vector
lglsxp($object_info, $attributes)
} elsif ($object_info->{object_type} == XT_ARRAY_DOUBLE) {
# numeric vector
dblsxp($object_info, $attributes)
} elsif ($object_info->{object_type} == XT_ARRAY_CPLX) {
# complex vector
cplxsxp($object_info, $attributes)
} elsif ($object_info->{object_type} == XT_ARRAY_STR) {
# character vector
strsxp($object_info, $attributes)
} elsif ($object_info->{object_type} == XT_RAW) {
# raw vector
rawsxp($object_info)
} elsif ($object_info->{object_type} == XT_VECTOR) {
# list (generic vector)
vecsxp($object_info, $attributes)
} elsif ($object_info->{object_type} == XT_VECTOR_EXP) {
# expression vector
expsxp($object_info, $attributes)
} elsif ($object_info->{object_type} == XT_LIST_NOTAG) {
# pairlist with no tags
$object_info->{has_tags} = 0;
listsxp($object_info)
} elsif ($object_info->{object_type} == XT_LIST_TAG) {
# pairlist with tags
$object_info->{has_tags} = 1;
listsxp($object_info)
} elsif ($object_info->{object_type} == XT_LANG_NOTAG) {
# language without tags
$object_info->{has_tags} = 0;
langsxp($object_info, $attributes)
} elsif ($object_info->{object_type} == XT_LANG_TAG) {
# language with tags
$object_info->{has_tags} = 1;
langsxp($object_info, $attributes)
} elsif ($object_info->{object_type} == XT_SYMNAME) {
# symbol
symsxp($object_info)
} elsif ($object_info->{object_type} == XT_CLOS) {
# closure
closxp($object_info, $attributes)
} elsif ($object_info->{object_type} == XT_UNKNOWN) {
# unknown
nosxp($object_info, $attributes)
} elsif ($object_info->{object_type} == XT_S4) {
# unknown
s4sxp($object_info, $attributes)
} else {
error "unimplemented XT_TYPE: " . $object_info->{object_type}
}
})
}
sub maybe_attributes {
my $object_info = shift;
sub {
my $state = shift or return;
my $attributes;
if ($object_info->{has_attributes}) {
my $attributes_start = $state->position;
my $result = dt_sexp_data()->($state) or return;
$attributes = { tagged_pairlist_to_attribute_hash(shift @$result) };
$state = shift @$result;
## adjust SEXP length for that already consumed by attributes
$object_info->{length} -= $state->position - $attributes_start;
}
[ [$object_info, $attributes], $state]
}
}
sub tagged_pairlist_to_rexp_hash {
my $list = shift or return;
croak "Tagged element has an attribute?!"
if exists $list->{attributes} &&
grep {$_ ne 'names'} keys %{$list->{attributes}};
my @elements = @{$list->elements};
my @names = @{$list->attributes->{names}->elements};
die 'length of tags does not match the elements' unless
scalar(@elements) == scalar(@names);
my %rexps;
while (my $name = shift(@names)) {
my $value = shift(@elements);
$rexps{$name} = $value;
}
%rexps
}
sub tagged_pairlist_to_attribute_hash {
my %rexp_hash = tagged_pairlist_to_rexp_hash @_;
my $row_names = $rexp_hash{'row.names'};
if ($row_names && $row_names->type eq 'integer' &&
! defined $row_names->elements->[0]) {
## compact encoding when rownames are integers 1..n: the
## length n is in the second element, but can be negative to
## denote "automatic" rownames
my $n = abs($row_names->elements->[1]);
$rexp_hash{'row.names'} = Statistics::R::REXP::Integer->new([1..$n]);
}
%rexp_hash
}
sub s4sxp {
my ($object_info, $attributes) = (shift, shift);
my $class = $attributes->{class}->elements;
croak "S4 'class' must be a single-element array" unless
ref($class) eq 'ARRAY' && scalar(@{$class}) == 1;
my $package = $attributes->{class}->attributes->{package}->elements;
croak "S4 'package' must be a single-element array" unless
ref($package) eq 'ARRAY' && scalar(@{$package}) == 1;
# the remaining attributes should be object's slots
delete $attributes->{class};
my $slots = $attributes;
mreturn(Statistics::R::REXP::S4->new(class => $class->[0],
package => $package->[0],
slots => $slots))
}
sub symsxp {
my $object_info = shift;
bind(count($object_info->{length}, \&any_char),
sub {
my @chars = @{shift or return};
pop @chars while @chars && !ord($chars[-1]);
mreturn(Statistics::R::REXP::Symbol->new(join('', @chars)))
})
}
sub nosxp {
my ($object_info, $attributes) = (shift, shift);
bind(\&any_uint32,
sub {
my $sexp_id = shift or return;
my %args = (sexptype => $sexp_id);
if ($attributes) {
$args{attributes} = $attributes
}
mreturn(Statistics::R::REXP::Unknown->new(%args))
})
}
sub intsxp {
my ($object_info, $attributes) = (shift, shift);
if ($object_info->{length} % 4 == 0) {
bind(count($object_info->{length}/4,
any_int32_na),
sub {
my @ints = @{shift or return};
my %args = (elements => [@ints]);
if ($attributes) {
$args{attributes} = $attributes
}
mreturn(Statistics::R::REXP::Integer->new(%args));
})
} else {
error "TODO: intsxp length doesn't align by 4: " .
$object_info->{length}
}
}
sub dblsxp {
my ($object_info, $attributes) = (shift, shift);
if ($object_info->{length} % 8 == 0) {
bind(count($object_info->{length}/8,
any_real64_na),
sub {
my @dbls = @{shift or return};
my %args = (elements => [@dbls]);
if ($attributes) {
$args{attributes} = $attributes
}
mreturn(Statistics::R::REXP::Double->new(%args));
})
} else {
error "TODO: dblsxp length doesn't align by 8: " .
$object_info->{length}
}
}
sub cplxsxp {
my ($object_info, $attributes) = (shift, shift);
if ($object_info->{length} % 16 == 0) {
bind(count($object_info->{length}/8,
any_real64_na),
sub {
my @dbls = @{shift or return};
my @cplx;
while (my ($re, $im) = splice(@dbls, 0, 2)) {
if (defined($re) && defined($im)) {
push(@cplx, Math::Complex::cplx($re, $im))
}
else {
push(@cplx, undef)
}
}
my %args = (elements => [@cplx]);
if ($attributes) {
$args{attributes} = $attributes
}
mreturn(Statistics::R::REXP::Complex->new(%args));
})
} else {
error "TODO: cplxsxp length doesn't align by 16: " .
$object_info->{length}
}
}
sub lglsxp {
my ($object_info, $attributes) = (shift, shift);
my $dt_length = $object_info->{length},;
if ($dt_length) {
bind(\&any_uint32,
sub {
my $true_length = shift // return;
my $padding_length = $dt_length - $true_length - 4;
bind(seq(count($true_length,
\&any_uint8),
count($padding_length,
\&any_uint8)),
sub {
my ($elements, $padding) = @{shift or return};
my %args = (elements => [
map { $_ == 2 ? undef : $_ } @{$elements}
]);
if ($attributes) {
$args{attributes} = $attributes
}
mreturn(Statistics::R::REXP::Logical->new(%args));
})
})
} else {
mreturn(Statistics::R::REXP::Logical->new);
}
}
sub rawsxp {
my $object_info = shift;
my $dt_length = $object_info->{length},;
if ($dt_length) {
bind(\&any_uint32,
sub {
my $true_length = shift // return;
my $padding_length = $dt_length - $true_length - 4;
bind(seq(count($true_length,
\&any_uint8),
count($padding_length,
\&any_uint8)),
sub {
my ($elements, $padding) = @{shift or return};
mreturn(Statistics::R::REXP::Raw->new($elements));
})
})
} else {
mreturn(Statistics::R::REXP::Raw->new);
}
}
sub strsxp {
my ($object_info, $attributes) = (shift, shift);
my $length = $object_info->{length};
if ($length) {
sub {
my $state = shift;
my $end_at = $state->position + $length;
my @elements; # elements of the vector
my @characters; # characters in the current element
while ($state->position < $end_at) {
my $ch = $state->at;
if (ord($ch)) {
push @characters, $ch;
} else {
my $element = join('', @characters);
if ($element eq "\xFF") {
## NaStringRepresentation
push @elements, undef;
} else {
## unescape real \xFF characters
$element =~ s/\xFF\xFF/\xFF/g;
push @elements, $element;
}
@characters = ();
}
$state = $state->next;
}
my %args = (elements => [@elements]);
if ($attributes) {
$args{attributes} = $attributes
}
[ Statistics::R::REXP::Character->new(%args), $state ];
}
} else {
mreturn(Statistics::R::REXP::Character->new);
}
}
sub vecsxp {
my ($object_info, $attributes) = (shift, shift);
my $length = $object_info->{length};
sub {
my $state = shift;
my $end_at = $state->position + $length;
my @elements;
while ($state->position < $end_at) {
my $result = dt_sexp_data()->($state) or return;
push @elements, shift @$result;
$state = shift @$result;
}
my %args = (elements => [@elements]);
if ($attributes) {
$args{attributes} = $attributes
}
[ Statistics::R::REXP::List->new(%args), $state ];
}
}
sub expsxp {
bind(vecsxp(@_), sub {
my $list = shift;
my %args = (elements => $list->elements);
my $attributes = $list->attributes;
if ($attributes) {
$args{attributes} = $attributes
}
mreturn(Statistics::R::REXP::Expression->new(%args))
})
}
sub tagged_pairlist {
my $object_info = shift;
my $length = $object_info->{length};
if ($length) {
sub {
my $state = shift;
my $end_at = $state->position + $length;
my @elements;
while ($state->position < $end_at) {
my $result = dt_sexp_data()->($state) or return;
my $value = shift @$result;
$state = shift @$result;
my $element = { value => $value };
if ($object_info->{has_tags}) {
$result = dt_sexp_data()->($state) or return;
my $tag = shift @$result;
$element->{tag} = $tag unless $tag->is_null;
$state = shift @$result;
}
push @elements, $element;
}
[ [ @elements ], $state ];
}
} else {
mreturn []
}
}
## At the REXP level, pairlists are treated the same as generic
## vectors, i.e., as instances of type List. Tags, if present, become
## the name attribute.
sub listsxp {
my $object_info = shift;
## The `tagged_pairlist` returns an array of cons cells, and we
## must separate the tags from the elements before invoking the
## List constructor, with the tags becoming the names attribute
bind(tagged_pairlist($object_info),
sub {
my $list = shift or return;
my @elements;
my @names;
foreach my $element (@$list) {
my $tag = $element->{tag};
my $value = $element->{value};
push @elements, $value;
push @names, $tag ? $tag->name : '';
}
my %args = (elements => [ @elements ]);
## if no element is tagged, then don't construct the
## 'names' attribute
if (grep {exists $_->{tag}} @$list) {
$args{attributes} = {
names => Statistics::R::REXP::Character->new([ @names ])
};
}
mreturn(Statistics::R::REXP::List->new(%args))
})
}
## Language expressions are pairlists, but with a certain structure:
## - the first element is the reference (name or another language
## expression) to the function call
## - the rest of the list are the arguments of the call, with optional
## tags to name them
sub langsxp {
my ($object_info, $attributes) = (shift, shift);
## After the pairlist has been parsed by `tagged_pairlist`, we
## separate the tags from the elements before invoking the Language
## constructor, with the tags becoming the names attribute
bind(tagged_pairlist($object_info),
sub {
my $list = shift or return;
my @elements;
my @names;
foreach my $element (@$list) {
my $tag = $element->{tag};
my $value = $element->{value};
push @elements, $value;
push @names, $tag ? $tag->name : '';
}
my %args = (elements => [ @elements ]);
## if no element is tagged, then don't construct the
## 'names' attribute
if (grep {exists $_->{tag}} @$list) {
$attributes //= {}; # initialize the hash
$attributes->{names} = Statistics::R::REXP::Character->new([ @names ]);
}
$args{attributes} = $attributes if $attributes;
mreturn(Statistics::R::REXP::Language->new(%args))
})
}
sub closxp {
my ($object_info, $attributes) = (shift, shift);
my $length = $object_info->{length};
bind(count(2, dt_sexp_data()),
sub {
my ($args, $body) = @{(shift or return)};
my (@arg_names, @arg_values);
if (ref $args eq ref []) {
foreach my $arg (@{$args}) {
push @arg_names, $arg->{tag}->name;
if (Statistics::R::REXP::Symbol->new('') eq $arg->{value}) {
push @arg_values, undef
}
else {
push @arg_values, $arg->{value}
}
}
}
my %args = (body => $body,
args => [@arg_names],
defaults => [@arg_values]);
$args{attributes} = $attributes if $attributes;
mreturn(Statistics::R::REXP::Closure->new(%args))
})
}
sub dt_sexp_data {
bind(unpack_sexp_info,
\&sexp_data)
}
sub decode_sexp {
bind(seq(uint8(DT_SEXP), \&any_uint24,
dt_sexp_data),
sub {
mreturn shift->[2]
})
}
sub decode_int {
die 'TODO: implement'
}
sub decode {
my $data = shift;
return error "Decode requires a scalar data or array reference" if ref $data && ref $data ne ref [];
endianness('<');
my $result =
decode_sexp->(Statistics::R::IO::ParserState->new(data => $data));
if ($result) {
my $state = $result->[1];
carp("remaining data: " . (scalar(@{$state->data}) - $state->position))
unless $state->eof;
}
$result;
}
1;
__END__
=pod
=encoding UTF-8
=head1 NAME
Statistics::R::IO::QapEncoding - Functions for parsing Rserve packets
=head1 VERSION
version 1.0002
=head1 SYNOPSIS
use Statistics::R::IO::QapEncoding qw( decode );
# Assume $data comes from an Rserve response body
my ($rexp, $state) = @{ decode($data) }
or die "couldn't parse";
# If we're reading a QAP response, there should be no data left
# unparsed
die 'Unread data remaining' unless $state->eof;
# the result of the unserialization is a REXP
say $rexp;
# REXPs can be converted to the closest native Perl data type
print $rexp->to_pl;
=head1 DESCRIPTION
This module implements the actual reading of serialized R objects encoded with Rserve's QAP protocol
and their conversion to a L<Statistics::R::REXP>. You are not
expected to use it directly, as it's normally wrapped by
L<Statistics::R::IO/evalRserve> and L<Statistics::R::IO::Rserve/eval>.
=head1 SUBROUTINES
=over
=item decode $data
Constructs a L<Statistics::R::REXP> object from its serialization in
C<$data>. Returns a pair of the object and the
L<Statistics::R::IO::ParserState> at the end of serialization.
=item decode_sexp, decode_int
Parsers for Rserve's C<DT_SEXP> and C<DT_INT> data types,
respectively.
=item dt_sexp_data
Parses the body of an RServe C<DT_SEXP> object by parsing its header
(C<XT_> type and length) and content (done by sequencing
L</unpack_sexp_info> and L</sexp_data>.
=item unpack_sexp_info
Parser for the header (consisting of the C<XT_*> type, flags, and
object length) of a serialized SEXP. Returns a hash with keys
"object_type", "has_attributes", and "length", each corresponding to
the field in R serialization described in L<QAP1 protocol
description|http://www.rforge.net/Rserve/dev.html>.
=item sexp_data $obj_info
Parser for a QAP-serialized R object, using the object type stored in
C<$obj_info> hash's "object_type" key to use the correct parser for
the particular type.
=item intsxp, langsxp, lglsxp, listsxp, rawsxp, dblsxp, cplxsxp,
strsxp, symsxp, vecsxp, expsxp, closxp, s4sxp
Parsers for the corresponding R SEXP-types.
=item nosxp
Parser for the Rserve's C<XT_UNKNOWN> type, encoding an R SEXP-type
that does not have a corresponding representation in QAP.
=item maybe_attributes $object_info
Convenience parser for SEXP attributes, which are serialized as a
tagged pairlist C<XT_LIST_TAG> followed by a SEXP for the object
value. Attributes are stored only if C<$object_info> indicates their
presence. Returns a pair of C<$object_info> and a hash reference to
the attributes, as returned by L</tagged_pairlist_to_attribute_hash>.
=item tagged_pairlist
Parses a pairlist (optionally tagged) and returns an array where each
element is a hash containing keys C<value> (the REXP of the pairlist
element) and, optionally, C<tag>.
=item tagged_pairlist_to_rexp_hash
Converts a pairlist to a REXP hash whose keys are the pairlist's
element tags and values the pairlist elements themselves.
=item tagged_pairlist_to_attribute_hash
Converts object attributes, which are serialized as a pairlist with
attribute name in the element's tag, to a hash that can be used as
the C<attributes> argument to L<Statistics::R::REXP> constructors.
Some attributes are serialized using a compact encoding (for
instance, when a table's row names are just integers 1:nrows), and
this function will decode them to a complete REXP.
=back
=head1 BUGS AND LIMITATIONS
There are no known bugs in this module. Please see
L<Statistics::R::IO> for bug reporting.
=head1 SUPPORT
See L<Statistics::R::IO> for support and contact information.
=head1 AUTHOR
Davor Cubranic <cubranic@stat.ubc.ca>
=head1 COPYRIGHT AND LICENSE
This software is Copyright (c) 2017 by University of British Columbia.
This is free software, licensed under:
The GNU General Public License, Version 3, June 2007
=cut
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