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package Statistics::R::IO::REXPFactory;
# ABSTRACT: Functions for parsing R data files
$Statistics::R::IO::REXPFactory::VERSION = '1.0002';
use 5.010;
use strict;
use warnings FATAL => 'all';
use Exporter 'import';
our @EXPORT = qw( );
our @EXPORT_OK = qw( unserialize );
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::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::Closure;
use Statistics::R::REXP::GlobalEnvironment;
use Statistics::R::REXP::EmptyEnvironment;
use Statistics::R::REXP::BaseEnvironment;
use Carp;
sub header {
seq(choose(xdr(),
bin()),
uint32(2), # serialization format v2
\&any_uint32, # creator's R version
uint32(0x020300) # min R version to read (2.3.0 as of 3.0.2)
)
}
sub xdr {
bind(string("X\n"), # XDR header
sub {
endianness('>');
mreturn shift;
})
}
sub bin {
bind(string("B\n"), # "binary" header
sub {
endianness('<');
mreturn shift;
})
}
sub object_content {
bind(&unpack_object_info,
\&object_data)
}
sub unpack_object_info {
bind(\&any_uint32,
sub {
my $object_info = shift or return;
mreturn { is_object => $object_info & 1<<8,
has_attributes => $object_info & 1<<9,
has_tag => $object_info & 1<<10,
object_type => $object_info & 0xFF,
levels => $object_info >> 12,
flags => $object_info,
};
})
}
sub object_data {
my $object_info = shift;
if ($object_info->{object_type} == 10) {
# logical vector
lglsxp($object_info)
} elsif ($object_info->{object_type} == 13) {
# integer vector
intsxp($object_info)
} elsif ($object_info->{object_type} == 14) {
# numeric vector
realsxp($object_info)
} elsif ($object_info->{object_type} == 15) {
# complex vector
cplxsxp($object_info)
} elsif ($object_info->{object_type} == 16) {
# character vector
strsxp($object_info)
} elsif ($object_info->{object_type} == 24) {
# raw vector
rawsxp($object_info)
} elsif ($object_info->{object_type} == 19) {
# list (generic vector)
vecsxp($object_info)
} elsif ($object_info->{object_type} == 20) {
# expression vector
expsxp($object_info)
} elsif ($object_info->{object_type} == 9) {
# internal character string
charsxp($object_info)
} elsif ($object_info->{object_type} == 2) {
# pairlist
listsxp($object_info)
} elsif ($object_info->{object_type} == 6) {
# language object
langsxp($object_info)
} elsif ($object_info->{object_type} == 1) {
# symbol
symsxp($object_info)
} elsif ($object_info->{object_type} == 4) {
# environment
envsxp($object_info)
} elsif ($object_info->{object_type} == 3) {
# closure
closxp($object_info)
} elsif ($object_info->{object_type} == 25) {
# closure
s4sxp($object_info)
} elsif ($object_info->{object_type} == 0xfb) {
# encoded R_MissingArg, i.e., empty symbol
mreturn(Statistics::R::REXP::Symbol->new)
} elsif ($object_info->{object_type} == 0xf1) {
# encoded R_BaseEnv
mreturn(Statistics::R::REXP::BaseEnvironment->new)
} elsif ($object_info->{object_type} == 0xf2) {
# encoded R_EmptyEnv
mreturn(Statistics::R::REXP::EmptyEnvironment->new)
} elsif ($object_info->{object_type} == 0xfd) {
# encoded R_GlobalEnv
mreturn(Statistics::R::REXP::GlobalEnvironment->new)
} elsif ($object_info->{object_type} == 0xfe) {
# encoded Nil
mreturn(Statistics::R::REXP::Null->new)
} elsif ($object_info->{object_type} == 0xff) {
# encoded reference to a stored singleton
refsxp($object_info)
} else {
error "unimplemented SEXPTYPE: " . $object_info->{object_type}
}
}
sub listsxp {
my $object_info = shift;
my $sub_items = 1; # CAR, CDR will be read separately
if ($object_info->{has_attributes}) {
$sub_items++;
}
if ($object_info->{has_tag}) {
$sub_items++;
}
bind(seq(bind(count($sub_items, object_content),
sub {
my @args = @{shift or return};
my %value = (value => $args[-1]);
$value{tag} = $args[-2] if $object_info->{has_tag};
$value{attributes} = $args[0] if $object_info->{has_attributes};
mreturn { %value };
}),
object_content), # CDR
sub {
my ($car, $cdr) = @{shift or return};
my @elements = ($car);
if (ref $cdr eq ref []) {
push( @elements, @{$cdr})
}
elsif (!$cdr->is_null) {
push( @elements, $cdr)
}
mreturn [ @elements ]
})
}
## 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 {
## After the pairlist has been parsed by `listsxp`, we want to
## separate the tags from the elements before invoking the Language
## constructor, with the tags becoming the names attribute
bind(listsxp(@_),
sub {
my $list = shift or return;
my @elements;
my @names;
my %attributes;
foreach my $element (@$list) {
my $tag = $element->{tag};
my $value = $element->{value};
push @elements, $value;
push @names, $tag ? $tag->name : '';
if (exists $element->{attributes}) {
my %attribute_hash = tagged_pairlist_to_attribute_hash($element->{attributes});
while(my ($key, $value) = each %attribute_hash) {
die "Duplicate attribute $key" if
exists $attributes{$key};
$attributes{$key} = $value;
}
}
}
my %args = (elements => [ @elements ]);
## if no element is tagged, then don't construct the
## 'names' attribute
if (grep {exists $_->{tag}} @$list) {
$attributes{names} = Statistics::R::REXP::Character->new([ @names ]);
}
$args{attributes} = \%attributes if %attributes;
mreturn(Statistics::R::REXP::Language->new(%args))
})
}
sub tagged_pairlist_to_rexp_hash {
my $list = shift;
return unless ref $list eq ref [];
my %rexps;
foreach my $element (@$list) {
croak "Tagged element has an attribute?!"
if exists $element->{attribute};
my $name = $element->{tag}->name;
$rexps{$name} = $element->{value};
}
%rexps
}
## Attributes are recorded as a pairlist, with attribute name in the
## element's tag, and attribute value in the element itself. Pairlists
## that serialize attributes should not have their own attribute.
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
}
## Vector lengths are encoded as signed integers. This was fine when
## the maximum allowed length was 2^31-1; long vectors were introduced
## in R 3.0 and their length is encoded in three bytes: -1, followed
## by high and low word of a 64-bit length.
sub maybe_long_length {
bind(\&any_int32,
sub {
my $len = shift;
if ($len >= 0) {
mreturn $len;
} elsif ($len == -1) {
error 'TODO: Long vectors are not supported';
} else {
error 'Negative length detected: ' . $len;
}
})
}
## Vectors are serialized first with a SEXP for the vector elements,
## followed by attributes stored as a tagged pairlist.
sub vector_and_attributes {
my ($object_info, $element_parser, $rexp_class) = @_;
my @parsers = ( with_count(maybe_long_length, $element_parser) );
if ($object_info->{has_attributes}) {
push @parsers, object_content
}
bind(seq(@parsers),
sub {
my @args = @{shift or return};
my %args = (elements => (shift(@args) || []));
if ($object_info->{has_attributes}) {
$args{attributes} = { tagged_pairlist_to_attribute_hash(shift @args) };
}
mreturn($rexp_class->new(%args))
})
}
sub lglsxp {
my $object_info = shift;
vector_and_attributes($object_info,
bind(\&any_uint32,
sub {
my $x = shift;
mreturn ($x != 0x80000000 ?
$x : undef)
}),
'Statistics::R::REXP::Logical')
}
sub intsxp {
my $object_info = shift;
vector_and_attributes($object_info,
any_int32_na,
'Statistics::R::REXP::Integer')
}
sub realsxp {
my $object_info = shift;
vector_and_attributes($object_info,
any_real64_na,
'Statistics::R::REXP::Double')
}
sub cplxsxp {
my $object_info = shift;
my @parsers = ( with_count(maybe_long_length, count(2, any_real64_na)) );
if ($object_info->{has_attributes}) {
push @parsers, object_content
}
bind(seq(@parsers),
sub {
my @args = @{shift or return};
my @elements = @{shift(@args) || []};
my @cplx;
foreach my $element (@elements) {
my ($re, $im) = @{$element};
if (defined($re) && defined($im)) {
push(@cplx, Math::Complex::cplx($re, $im))
}
else {
push(@cplx, undef)
}
}
my %args = (elements => [ @cplx ]);
if ($object_info->{has_attributes}) {
$args{attributes} = { tagged_pairlist_to_attribute_hash(shift @args) };
}
mreturn(Statistics::R::REXP::Complex->new(%args))
})
}
sub strsxp {
my $object_info = shift;
vector_and_attributes($object_info, object_content,
'Statistics::R::REXP::Character')
}
sub rawsxp {
my $object_info = shift;
return error "No attributes are allowed on raw vectors"
if $object_info->{has_attributes};
bind(with_count(maybe_long_length, \&any_uint8),
sub {
mreturn(Statistics::R::REXP::Raw->new(shift or return));
})
}
sub vecsxp {
my $object_info = shift;
vector_and_attributes($object_info, object_content,
'Statistics::R::REXP::List')
}
sub expsxp {
my $object_info = shift;
vector_and_attributes($object_info, object_content,
'Statistics::R::REXP::Expression')
}
sub charsxp {
my $object_info = shift;
## TODO: handle character set encodings (UTF8, LATIN1, native)
bind(\&any_int32,
sub {
my $len = shift;
if ($len >= 0) {
bind(count( $len, \&any_char),
sub {
my @chars = @{shift or return};
mreturn join('', @chars);
})
} elsif ($len == -1) {
mreturn undef;
} else {
error 'Negative length detected: ' . $len;
}
})
}
sub symsxp {
my $object_info = shift;
bind(object_content, # should be followed by a charsxp
sub {
add_singleton(Statistics::R::REXP::Symbol->new(shift or return));
})
}
sub refsxp {
my $object_info = shift;
my $ref_id = $object_info->{flags} >> 8;
return error 'TODO: only packed reference ids' if $ref_id == 0;
get_singleton($ref_id-1)
}
sub envsxp {
my $object_info = shift;
reserve_singleton(
bind(\&any_uint32,
sub {
my $locked = shift;
bind(count(4, object_content),
sub {
my ($enclosure, $frame, $hash, $attributes) = @{$_[0]};
## Frame is a tagged pairlist with tag the symbol and CAR the value
my %vars = tagged_pairlist_to_rexp_hash $frame;
## Hash table is a Null or a VECSXP with hash chain per element
if ($hash->can('elements')) {
## It appears that a variable appears either in the frame *or*
## in the hash table, so we have to merge the two
foreach my $chain (@{$hash->elements}) {
## Hash chain is a tagged pairlist
my %chain_vars = tagged_pairlist_to_rexp_hash $chain;
## Merge the variables from the hash chain
while (my ($name, $value) = each %chain_vars) {
$vars{$name} = $value unless exists $vars{$name} and
die "Variable $name is already defined in the environment";
}
}
}
my %args = (
frame => \%vars,
enclosure => $enclosure,
);
if (ref $attributes eq ref []) {
$args{attributes} = { tagged_pairlist_to_attribute_hash $attributes };
}
mreturn(Statistics::R::REXP::Environment->new( %args ));
})
}))
}
sub closxp {
my $object_info = $_[0];
bind(listsxp(@_),
sub {
my ($head, $body) = @{shift()};
my $attributes = $head->{attributes};
my $environment = $head->{tag};
my $arguments = $head->{value};
my (@arg_names, @arg_defaults);
if (ref $arguments eq ref []) {
foreach my $arg (@{$arguments}) {
push @arg_names, $arg->{tag}->name;
my $default = $arg->{value};
if (Statistics::R::REXP::Symbol->new('') eq $default) {
push @arg_defaults, undef
}
else {
push @arg_defaults, $default
}
}
}
my %args = (
body => $body // Statistics::R::REXP::Null->new,
args => [@arg_names],
defaults => [@arg_defaults],
environment => $environment);
if ($object_info->{has_attributes}) {
$args{attributes} = { tagged_pairlist_to_attribute_hash $attributes };
}
mreturn(Statistics::R::REXP::Closure->new( %args ));
})
}
sub s4sxp {
my $object_info = shift;
bind(object_content,
sub {
my $attr = shift;
my $attributes = { tagged_pairlist_to_attribute_hash($attr) };
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 unserialize {
my $data = shift;
return error "Unserialize requires a scalar data" if ref $data && ref $data ne ref [];
my $result =
bind(header,
\&object_content,
)->(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::REXPFactory - Functions for parsing R data files
=head1 VERSION
version 1.0002
=head1 SYNOPSIS
use Statistics::R::IO::REXPFactory qw( unserialize );
# Assume $data was created by reading, say, an RDS file
my ($rexp, $state) = @{unserialize($data)}
or die "couldn't parse";
# If we're reading an RDS file, there should be no data left
# unparsed
die 'Unread data remaining in the RDS file' 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
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/readRDS> and L<Statistics::R::IO/readRData>.
=head1 SUBROUTINES
=over
=item unserialize $data
Constructs a L<Statistics::R::REXP> object from its serialization in
C<$data>. Returns a pair of the object and the
L<Statistics::R::IO::ParserState> at the end of serialization.
=item intsxp, langsxp, lglsxp, listsxp, rawsxp, realsxp, refsxp,
strsxp, symsxp, vecsxp, envsxp, charsxp, cplxsxp, closxp, expsxp,
s4sxp
Parsers for the corresponding R SEXP-types.
=item object_content
Parses object info and its data by sequencing L</unpack_object_info>
and L</object_data>.
=item unpack_object_info
Parser for serialized object info structure. Returns a hash with
keys "is_object", "has_attributes", "has_tag", "object_type", and
"levels", each corresponding to the field in R serialization
described in
L<http://cran.r-project.org/doc/manuals/r-release/R-ints.html#Serialization-Formats>.
An additional key "flags" contains the full 32-bit value as stored
in the file.
=item object_data $obj_info
Parser for a serialized R object, using the object type stored in
C<$obj_info> hash's "object_type" key to use the correct parser for
the particular type.
=item vector_and_attributes $object_info, $element_parser, $rexp_class
Convenience parser for vectors, which are serialized first with a
SEXP for the vector elements, followed by attributes stored as a
tagged pairlist. Attributes are stored only if C<$object_info>
indicates their presence, while vector elements are parsed using
C<$element_parser>. Finally, the parsed attributes and elements are
used as arguments to the constructor of the C<$rexp_class>, which
should be a subclass of L<Statistics::R::REXP::Vector>.
=item header
Parser for header of R serialization: the serialization format (XDR,
binary, etc.), the version number of the serialization (currently
2), and two 32-bit integers indicating the version of R which wrote
the file followed by the minimal version of R needed to read the
format.
=item xdr, bin
Parsers for RDS header indicating files in XDR or native-binary
format.
=item maybe_long_length
Parser for vector length, allowing for the encoding of 64-bit long
vectors introduced in R 3.0.
=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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