AI-PredictionClient
view release on metacpan or search on metacpan
dist.ini
lib/AI/PredictionClient.pm
lib/AI/PredictionClient/CPP/PredictionGrpcCpp.pm
lib/AI/PredictionClient/CPP/Typemaps/more_typemaps_STL_String.txt
lib/AI/PredictionClient/Classes/SimpleTensor.pm
lib/AI/PredictionClient/Docs/Overview.pod
lib/AI/PredictionClient/InceptionClient.pm
lib/AI/PredictionClient/Predict.pm
lib/AI/PredictionClient/Roles/PredictRole.pm
lib/AI/PredictionClient/Roles/PredictionRole.pm
lib/AI/PredictionClient/Testing/Camel.pm
lib/AI/PredictionClient/Testing/PredictionLoopback.pm
t/00load.t
t/author-critic.t
t/author-pod-spell.t
t/author-pod-syntax.t
t/release-minimum-version.t
"AI::PredictionClient::Alien::TensorFlowServingProtos" : "0.05",
"Alien::Google::GRPC" : "0.06",
"ExtUtils::MakeMaker" : "0",
"Inline" : "0",
"Inline::CPP" : "0",
"Inline::MakeMaker" : "0"
}
},
"develop" : {
"requires" : {
"Test::MinimumVersion" : "0",
"Test::Perl::Critic" : "0",
"Test::Pod" : "1.41",
"Test::Spelling" : "0.12"
}
},
"runtime" : {
"requires" : {
"AI::PredictionClient::Alien::TensorFlowServingProtos" : "0",
"Alien::Google::GRPC" : "0",
"Cwd" : "0",
"Data::Dumper" : "0",
"Inline" : "0",
"JSON" : "0",
"Moo::Role" : "0",
"MooX::Options" : "0",
"Perl6::Form" : "0",
"perl" : "5.01",
"strict" : "0",
"warnings" : "0"
}
},
"test" : {
"requires" : {
"Test::More" : "0"
}
}
},
"provides" : {
"AI::PredictionClient" : {
"file" : "lib/AI/PredictionClient.pm",
"version" : "0.05"
},
"AI::PredictionClient::CPP::PredictionGrpcCpp" : {
"file" : "lib/AI/PredictionClient/CPP/PredictionGrpcCpp.pm",
"version" : "0.05"
},
"AI::PredictionClient::Roles::PredictRole" : {
"file" : "lib/AI/PredictionClient/Roles/PredictRole.pm",
"version" : "0.05"
},
"AI::PredictionClient::Roles::PredictionRole" : {
"file" : "lib/AI/PredictionClient/Roles/PredictionRole.pm",
"version" : "0.05"
},
"AI::PredictionClient::Testing::Camel" : {
"file" : "lib/AI/PredictionClient/Testing/Camel.pm",
"version" : "0.05"
},
"AI::PredictionClient::Testing::PredictionLoopback" : {
"file" : "lib/AI/PredictionClient/Testing/PredictionLoopback.pm",
"version" : "0.05"
}
},
"release_status" : "stable",
"resources" : {
"homepage" : "https://github.com/mountaintom/AI-PredictionClient",
"repository" : {
"type" : "git",
"url" : "https://github.com/mountaintom/AI-PredictionClient.git",
"web" : "https://github.com/mountaintom/AI-PredictionClient"
---
abstract: 'A Perl Prediction client for Google TensorFlow Serving.'
author:
- 'Tom Stall <stall@cpan.org>'
build_requires:
Test::More: '0'
configure_requires:
AI::PredictionClient::Alien::TensorFlowServingProtos: '0.05'
Alien::Google::GRPC: '0.06'
ExtUtils::MakeMaker: '0'
Inline: '0'
Inline::CPP: '0'
Inline::MakeMaker: '0'
dynamic_config: 0
generated_by: 'Dist::Zilla version 6.009, CPAN::Meta::Converter version 2.143240'
license: perl
version: '0.05'
AI::PredictionClient::Predict:
file: lib/AI/PredictionClient/Predict.pm
version: '0.05'
AI::PredictionClient::Roles::PredictRole:
file: lib/AI/PredictionClient/Roles/PredictRole.pm
version: '0.05'
AI::PredictionClient::Roles::PredictionRole:
file: lib/AI/PredictionClient/Roles/PredictionRole.pm
version: '0.05'
AI::PredictionClient::Testing::Camel:
file: lib/AI/PredictionClient/Testing/Camel.pm
version: '0.05'
AI::PredictionClient::Testing::PredictionLoopback:
file: lib/AI/PredictionClient/Testing/PredictionLoopback.pm
version: '0.05'
requires:
AI::PredictionClient::Alien::TensorFlowServingProtos: '0'
Alien::Google::GRPC: '0'
Cwd: '0'
Data::Dumper: '0'
Inline: '0'
JSON: '0'
MIME::Base64: '0'
Moo: '0'
Makefile.PL view on Meta::CPAN
"JSON" => 0,
"MIME::Base64" => 0,
"Moo" => 0,
"Moo::Role" => 0,
"MooX::Options" => 0,
"Perl6::Form" => 0,
"strict" => 0,
"warnings" => 0
},
"TEST_REQUIRES" => {
"Test::More" => 0
},
"VERSION" => "0.05",
"test" => {
"TESTS" => "t/*.t"
}
);
my %FallbackPrereqs = (
"AI::PredictionClient::Alien::TensorFlowServingProtos" => 0,
"Alien::Google::GRPC" => 0,
"Cwd" => 0,
"Data::Dumper" => 0,
"Inline" => 0,
"JSON" => 0,
"MIME::Base64" => 0,
"Moo" => 0,
"Moo::Role" => 0,
"MooX::Options" => 0,
"Perl6::Form" => 0,
"Test::More" => 0,
"strict" => 0,
"warnings" => 0
);
unless ( eval { ExtUtils::MakeMaker->VERSION(6.63_03) } ) {
delete $WriteMakefileArgs{TEST_REQUIRES};
delete $WriteMakefileArgs{BUILD_REQUIRES};
$WriteMakefileArgs{PREREQ_PM} = \%FallbackPrereqs;
}
bin/Inception.pl view on Meta::CPAN
is => 'ro',
required => 0,
format => 's',
default => $default_model_signature,
doc => "API signature for model [Default: $default_model_signature]"
);
option debug_verbose => (is => 'ro', doc => 'Verbose output');
option debug_loopback_interface => (
is => 'ro',
required => 0,
doc => "Test loopback through dummy server"
);
option debug_camel => (
is => 'ro',
required => 0,
doc => "Test using camel image"
);
sub run {
my ($self) = @_;
my $image_ref = $self->read_image($self->image_file);
my $client = AI::PredictionClient::InceptionClient->new(
host => $self->host,
port => $self->port
requires "MIME::Base64" => "0";
requires "Moo" => "0";
requires "Moo::Role" => "0";
requires "MooX::Options" => "0";
requires "Perl6::Form" => "0";
requires "perl" => "5.01";
requires "strict" => "0";
requires "warnings" => "0";
on 'test' => sub {
requires "Test::More" => "0";
};
on 'configure' => sub {
requires "AI::PredictionClient::Alien::TensorFlowServingProtos" => "0.05";
requires "Alien::Google::GRPC" => "0.06";
requires "ExtUtils::MakeMaker" => "0";
requires "Inline" => "0";
requires "Inline::CPP" => "0";
requires "Inline::MakeMaker" => "0";
};
on 'develop' => sub {
requires "Test::MinimumVersion" => "0";
requires "Test::Perl::Critic" => "0";
requires "Test::Pod" => "1.41";
requires "Test::Spelling" => "0.12";
};
[Prereqs]
perl = 5.01
[Prereqs / ConfigureRequires]
Inline = 0
Inline::CPP = 0
Inline::MakeMaker = 0
Alien::Google::GRPC = 0.06
AI::PredictionClient::Alien::TensorFlowServingProtos = 0.05
[Test::MinimumVersion]
max_target_perl = 5.10.1
[MetaProvides::Package]
[CheckChangeLog]
[Test::PodSpelling]
stopword = TensorFlow
stopword = gRPC
stopword = protofile
stopword = protofiles
stopword = loopback
stopword = proto
stopword = autotools
[Test::Perl::Critic]
critic_config = perlcritic.rc
[ExtraTests]
[PodSyntaxTests]
[PruneCruft]
[GithubMeta]
[Clean]
lib/AI/PredictionClient.pm view on Meta::CPAN
This client implements a command line interface to the
InceptionClient module 'AI::PredictionClient::InceptionClient', and provides
a working example of using this module for building your own clients.
The commands for the Inception client can be displayed by running the Inception.pl client with no arguments.
$ Inception.pl
image_file is missing
USAGE: Inception.pl [-h] [long options ...]
--debug_camel Test using camel image
--debug_loopback_interface Test loopback through dummy server
--debug_verbose Verbose output
--host=String IP address of the server [Default:
127.0.0.1]
--image_file=String * Required: Path to image to be processed
--model_name=String Model to process image [Default: inception]
--model_signature=String API signature for model [Default:
predict_images]
--port=String Port number of the server [Default: 9000]
-h show a compact help message
lib/AI/PredictionClient.pm view on Meta::CPAN
Installing autotools is optional. If they are installed this package will use them,
otherwise it will build and install its own local copies.
$ [sudo] apt-get install autoconf automake libtool
See the Alien::Google::GRPC for potential additional build dependencies.
At this time only Linux builds are supported.
=head2 CPAN Testers Note
This module may fail CPAN Testers' tests.
The build support tools needed by this module and especially the
Alien::Google::GRPC module are normally installed on the
CPAN Testers' machines, but not always.
The system build tools dependencies have been reduced, so hopefully
a large number of machines will build without manually installing
system dependencies.
=head2 NOTE
This is a complex package with a lot of moving parts. Please pardon if this first release has some minor bug or missing dependency that went undiscovered in my testing.
=head1 AUTHOR
lib/AI/PredictionClient/Docs/Overview.pod view on Meta::CPAN
This client implements a command line interface to the
InceptionClient module 'AI::PredictionClient::InceptionClient', and provides
a working example of using this module for building your own clients.
The commands for the Inception client can be displayed by running the Inception.pl client with no arguments.
$ Inception.pl
image_file is missing
USAGE: Inception.pl [-h] [long options ...]
--debug_camel Test using camel image
--debug_loopback_interface Test loopback through dummy server
--debug_verbose Verbose output
--host=String IP address of the server [Default:
127.0.0.1]
--image_file=String * Required: Path to image to be processed
--model_name=String Model to process image [Default: inception]
--model_signature=String API signature for model [Default:
predict_images]
--port=String Port number of the server [Default: 9000]
-h show a compact help message
lib/AI/PredictionClient/Docs/Overview.pod view on Meta::CPAN
Installing autotools is optional. If they are installed this package will use them,
otherwise it will build and install its own local copies.
$ [sudo] apt-get install autoconf automake libtool
See the Alien::Google::GRPC for potential additional build dependencies.
At this time only Linux builds are supported.
=head2 CPAN Testers Note
This module may fail CPAN Testers' tests.
The build support tools needed by this module and especially the
Alien::Google::GRPC module are normally installed on the
CPAN Testers' machines, but not always.
The system build tools dependencies have been reduced, so hopefully
a large number of machines will build without manually installing
system dependencies.
=head2 NOTE
This is a complex package with a lot of moving parts. Please pardon if this first release has some minor bug or missing dependency that went undiscovered in my testing.
=head1 AUTHOR
lib/AI/PredictionClient/InceptionClient.pm view on Meta::CPAN
$AI::PredictionClient::InceptionClient::VERSION = '0.05';
# ABSTRACT: A module implementing the TensorFlow Serving Inception client
use 5.010;
use Data::Dumper;
use Moo;
use AI::PredictionClient::Classes::SimpleTensor;
use AI::PredictionClient::Testing::Camel;
extends 'AI::PredictionClient::Predict';
has inception_results => (is => 'rwp');
has camel => (is => 'rw',);
sub call_inception {
my $self = shift;
my $image = shift;
my $tensor = AI::PredictionClient::Classes::SimpleTensor->new();
$tensor->shape([ { size => 1 } ]);
$tensor->dtype("DT_STRING");
if ($self->camel) {
my $camel_test = AI::PredictionClient::Testing::Camel->new();
$tensor->value([ $camel_test->camel_jpeg_ref ]);
} else {
$tensor->value([$image]);
}
$self->inputs({ images => $tensor });
if ($self->callPredict()) {
my $predict_output_map_href = $self->outputs;
lib/AI/PredictionClient/Roles/PredictionRole.pm view on Meta::CPAN
use strict;
use warnings;
package AI::PredictionClient::Roles::PredictionRole;
$AI::PredictionClient::Roles::PredictionRole::VERSION = '0.05';
# ABSTRACT: Implements the Prediction service interface
use AI::PredictionClient::CPP::PredictionGrpcCpp;
use AI::PredictionClient::Testing::PredictionLoopback;
use JSON ();
use Data::Dumper;
use MIME::Base64 qw( encode_base64 decode_base64 );
use Moo::Role;
has host => (is => 'ro');
has port => (is => 'ro',);
has loopback => (
lib/AI/PredictionClient/Roles/PredictionRole.pm view on Meta::CPAN
has perception_client_object => (
is => 'lazy',
builder => 1,
);
sub _build_perception_client_object {
my $self = $_[0];
my $server_port = $self->host . ':' . $self->port;
return $self->loopback
? AI::PredictionClient::Testing::PredictionLoopback->new($server_port)
: AI::PredictionClient::CPP::PredictionGrpcCpp::PredictionClient->new(
$server_port);
}
has request_ds => (
is => 'ro',
default => sub { { modelSpec => { name => "", signatureName => "" } } },
);
has reply_ds => (
lib/AI/PredictionClient/Testing/Camel.pm view on Meta::CPAN
use strict;
use warnings;
package AI::PredictionClient::Testing::Camel;
$AI::PredictionClient::Testing::Camel::VERSION = '0.05';
# ABSTRACT: Provides a camel image for testing in various formats
use 5.010;
use MIME::Base64 qw( encode_base64 decode_base64 );
use Moo;
my $camel_jpeg_b64;
my $camel_png_b64;
has camel_jpeg_ref => (
is => 'lazy',
lib/AI/PredictionClient/Testing/Camel.pm view on Meta::CPAN
gC0AWwC2AGwBeH7G/wLjtM2l8m/OTQAAAABJRU5ErkJggg==';
__END__
=pod
=encoding UTF-8
=head1 NAME
AI::PredictionClient::Testing::Camel - Provides a camel image for testing in various formats
=head1 VERSION
version 0.05
=head1 AUTHOR
Tom Stall <stall@cpan.org>
=head1 COPYRIGHT AND LICENSE
lib/AI/PredictionClient/Testing/PredictionLoopback.pm view on Meta::CPAN
use strict;
use warnings;
package AI::PredictionClient::Testing::PredictionLoopback;
$AI::PredictionClient::Testing::PredictionLoopback::VERSION = '0.05';
# ABSTRACT: A loopback interface for client testing and development
use 5.010;
use Data::Dumper;
use Moo;
around BUILDARGS => sub {
my $orig = shift;
my $class = shift;
lib/AI/PredictionClient/Testing/PredictionLoopback.pm view on Meta::CPAN
1;
__END__
=pod
=encoding UTF-8
=head1 NAME
AI::PredictionClient::Testing::PredictionLoopback - A loopback interface for client testing and development
=head1 VERSION
version 0.05
=head1 AUTHOR
Tom Stall <stall@cpan.org>
=head1 COPYRIGHT AND LICENSE
## no critic(RCS,VERSION,explicit,Module)
use strict;
use warnings;
use Test::More;
BEGIN {
use_ok('AI::PredictionClient::CPP::PredictionGrpcCpp');
}
ok( 1, 'AI::PredictionClient::CPP::PredictionGrpcCpp loaded.' );
done_testing();
t/author-critic.t view on Meta::CPAN
unless ($ENV{AUTHOR_TESTING}) {
print qq{1..0 # SKIP these tests are for testing by the author\n};
exit
}
}
use strict;
use warnings;
use Test::Perl::Critic (-profile => "perlcritic.rc") x!! -e "perlcritic.rc";
all_critic_ok();
t/author-pod-spell.t view on Meta::CPAN
BEGIN {
unless ($ENV{AUTHOR_TESTING}) {
print qq{1..0 # SKIP these tests are for testing by the author\n};
exit
}
}
use strict;
use warnings;
use Test::More;
# generated by Dist::Zilla::Plugin::Test::PodSpelling 2.007004
use Test::Spelling 0.12;
use Pod::Wordlist;
add_stopwords(<DATA>);
all_pod_files_spelling_ok( qw( bin lib ) );
__DATA__
AI
CPP
Camel
Classes
t/author-pod-spell.t view on Meta::CPAN
Predict
PredictRole
PredictionClient
PredictionGrpcCpp
PredictionLoopback
PredictionRole
Roles
SimpleTensor
Stall
TensorFlow
Testing
Tom
autotools
bin
gRPC
lib
loopback
proto
protofile
protofiles
stall
t/author-pod-syntax.t view on Meta::CPAN
#!perl
BEGIN {
unless ($ENV{AUTHOR_TESTING}) {
print qq{1..0 # SKIP these tests are for testing by the author\n};
exit
}
}
# This file was automatically generated by Dist::Zilla::Plugin::PodSyntaxTests.
use strict; use warnings;
use Test::More;
use Test::Pod 1.41;
all_pod_files_ok();
t/release-minimum-version.t view on Meta::CPAN
#!perl
BEGIN {
unless ($ENV{RELEASE_TESTING}) {
print qq{1..0 # SKIP these tests are for release candidate testing\n};
exit
}
}
use Test::More;
eval "use Test::MinimumVersion";
plan skip_all => "Test::MinimumVersion required for testing minimum versions"
if $@;
all_minimum_version_ok( qq{5.10.1} );
( run in 0.598 second using v1.01-cache-2.11-cpan-4d50c553e7e )