AI-TensorFlow-Libtensorflow

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maint/process-capi.pl  view on Meta::CPAN

		coerce => 1,
	);

	option 'lib_path' => (
		is => 'ro',
		format => 's',
		doc => 'Root for lib',
		default => "$FindBin::Bin/../lib",
		isa => Path,
		coerce => 1,
	);


	lazy capi_path => method() {
		$self->root_path->child(qw(tensorflow c));
	};

	lazy header_paths => method() {
		[ map path($_), File::Find::Rule->file
			->name('*.h')
			->in( $self->capi_path ) ];
	};

	lazy header_order => method() {
		my @order = (
			qr{/c/c_api.h$},
			qr{/c/tf_[^.]+\.h$},
			qr{/c/(ops|env|logging)\.h},
			qr{kernels},
			qr{/eager/},
			qr{/experimental/},
			qr{.*},
		);
		\@order;
	};

	lazy fdecl_re => method() {
		my $re = qr{
			(?>
				(?<comment>
					(?: // [^\n]*+ \n )*+
				)
			)
			(?<fdecl>
				^ TF_CAPI_EXPORT [^;]+ ;
			)
		}xm;
	};

	lazy sorted_header_paths => method() {
		my @order = $self->header_order->@*;
		my @sorted = iikeysort {
				my $item = $_;
				my $first = firstidx { $item =~ $_ } @order;
				($first, length $_);
			} $self->header_paths->@*;
		\@sorted;
	};

	method _process_re($re) {
		my @data;
		my @sorted = $self->sorted_header_paths->@*;
		for my $file (@sorted) {
			my $txt = $file->slurp_utf8;
			while( $txt =~ /$re/g ) {
				push @data, {
					%+,
					file => $file->relative($self->root_path),
					pos  => pos($txt),
				};
			}
		}
		\@data;
	}

	lazy fdecl_data => method() {
		my $re = $self->fdecl_re;
		my $data = $self->_process_re($re);

		# Used for defensive assertion:
		# These are mostly constructors that return a value
		# (i.e., not void) but also take a function pointer as a
		# parameter.
		my %TF_func_ptr = map { ($_ => 1) } qw(
			TF_NewTensor
			TF_StartThread
			TF_NewKernelBuilder
			TFE_NewTensorHandleFromDeviceMemory
		);
		for my $data (@$data) {
			my ($func_name) = $data->{fdecl} =~ m/ \A [^(]*? (\w+) \s* \( (?!\s*\*) /xs;
			die "Could not extract function name" unless $func_name;

			# defensive assertion for parsing
			my $paren_count = () = $data->{fdecl} =~ /[\(]/sg;
			warn "Got $func_name, but more than one open parenthesis [(] in\n@{[ $data->{fdecl} =~ s/^/  /gr ]}\n"
				if(
					$paren_count != 1
					&& !(
						$data->{fdecl} =~ /^ TF_CAPI_EXPORT \s+ extern \s+ void \s+ \Q@{[ $func_name ]}\E \s* \(/xs
						||
						exists $TF_func_ptr{$func_name}
					)
				);

			$data->{func_name} = $func_name;
		}

		$data;
	};

	method generate_capi_funcs() {
		my $pod = '';

		my @data = $self->fdecl_data->@*;

		for my $data (@data) {
			if( $data->{fdecl} =~ /TF_Version/ ) {
				$data->{comment} =~ s,^// -+$,,m;
			}

			my @tags;
			push @tags, 'experimental' if( $data->{file} =~ /experimental/ );
			push @tags, 'eager' if( $data->{file} =~ /\beager\b/ );

			my $text_decomment = $data->{comment} =~ s,^//(?: |$),,mgr;
			$text_decomment =~ s,\A\n+,,sg;
			$text_decomment =~ s,\n+\Z,,sg;

			my $comment_pod = <<~EOF;
			=over 2

			@{[ $text_decomment =~ s/^/  /mgr ]}

			=back

			EOF

			my $code_pod = <<~CODE =~ s/^/  /mgr;
			/* From <@{[ $data->{file} ]}> */
			@{[ $data->{fdecl} ]}
			CODE

			my $func_pod = <<~EOF;

			=head2 @{[ $data->{func_name} ]}

			$comment_pod

			$code_pod

			EOF

			$pod .= $func_pod;
		}

		my $doc_name = 'AI::TensorFlow::Libtensorflow::Manual::CAPI';
		substr($pod, 0, 0) = <<~EOF;
		# PODNAME: $doc_name
		# ABSTRACT: List of functions exported by TensorFlow C API
		# DO NOT EDIT: Generated by @{[ path($0)->basename ]}

		=pod

		=encoding UTF-8

		=for Pod::Coverage

		=cut

		=head1 DESCRIPTION

		The following a list of functions exported by the TensorFlow C API with their
		associated documentation from the upstream TensorFlow project. It has been
		converted to POD for easy reference.

		=head1 FUNCTIONS

		EOF

		$pod .= <<~EOF;

		=head1 SEE ALSO

		L<https://github.com/tensorflow/tensorflow/tree/master/tensorflow/c>

		=cut

		EOF

		my $output = $self->lib_path->child(module_notional_filename($doc_name) =~ s/\.pm$/.pod/r );
		$output->parent->mkpath;
		$output->spew_utf8($pod);
	}

	lazy typedef_struct_data => method() {
		my $re = qr{
			(?<opaque>
				^
				typedef      \s+
				struct       \s+
				(?<name>\w+) \s+
				\k<name>     \s*
				;
			)
			|
			(?<transparent>
				^
				typedef      \s+
				struct       \s+
				(?<name>\w+) \s+
				\{
				[^\}]+
				\}           \s+
				\k<name>     \s*
				;
			)
		}xm;
		$self->_process_re($re);
	};

	method check_types() {
		my @data = $self->typedef_struct_data->@*;
		my %types = map { $_ => 1 } AI::TensorFlow::Libtensorflow::Lib->ffi->types;
		my %part;
		@part{qw(todo done)} = part { exists $types{$_} } uniq map { $_->{name} } @data;
		use DDP; p %part;
	}

	method check_functions($first_arg = undef) {
		my $functions = AI::TensorFlow::Libtensorflow::Lib->ffi->_attached_functions;
		my @dupes = map { $_->[0]{c} }
			grep { @$_ != 1 } values $functions->%*;
		die "Duplicated functions @dupes" if @dupes;

		my @data = $self->fdecl_data->@*;

		say <<~STATS;
		Statistics:
		==========
		Attached functions: @{[ scalar keys %$functions ]}
		Total CAPI functions: @{[ scalar @data ]}
		STATS

		my $first_missing_function = first {
			! exists $functions->{$_->{func_name}}
			&&
			(
				! defined $first_arg ||
				$_->{fdecl} =~ /\(\s*\Q$first_arg\E\s*\*/
			)
		} @data;
		say "Missing function:";
		use DDP; p $first_missing_function;
	}

	method run() {
		$self->generate_capi_funcs;
		#$self->check_types;
		$self->check_functions;
	}

	subcommand 'generate-capi-docs' => method(@) {
		$self->generate_capi_funcs;
	};

	subcommand 'check-types' => method(@) {
		$self->check_types;
	};

	subcommand 'check-functions' => method(@) {
		if( $_[0] eq '--help' ) {
			print STDERR "$0 check-functions [TYPE]\n";
			exit;
		}
		$self->check_functions(shift @_);
	};

	sub BUILD {
		Moo::Role->apply_roles_to_object(
			AI::TensorFlow::Libtensorflow::Lib->ffi
			=> qw(AttachedFunctionTrackable));
		load 'AI::TensorFlow::Libtensorflow';
		load 'AI::TensorFlow::Libtensorflow::_Misc';
	}

}

package AttachedFunctionTrackable {
	use Mu::Role;
	use Sub::Uplevel qw(uplevel);
	use Hook::LexWrap;

	ro _attached_functions => ( default => sub { {} } );

	around attach => sub {
	    my ($orig, $self, $name) = @_;
	    my $real_name;
	    wrap 'FFI::Platypus::DL::dlsym',
		post => sub { $real_name = $_[1] if $_[-1] };
	    my $ret = uplevel 3, $orig, @_[1..$#_];
	    push $self->_attached_functions->{$real_name}->@*, {
		    c        => $real_name,
		    package  => (caller(2))[0],
		    perl     => ref($name) ? $name->[1] : $name,
		    args     => $_[3],
		    return   => $_[4],
	    };
	    $ret;
	}
}



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