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#include "morpheus/stages/add_classification.hpp" #include "morpheus/stages/add_scores.hpp" #include "morpheus/stages/deserialize.hpp" #include "morpheus/stages/file_source.hpp" #include "morpheus/stages/filter_detection.hpp" #include "morpheus/stages/kafka_source.hpp" #include "morpheus/stages/preprocess_fil.hpp" #include "morpheus/stages/preprocess_nlp.hpp" #include "morpheus/stages/serialize.hpp" #include "morpheus/stages/triton_inference.hpp" #include "morpheus/stages/write_to_file.hpp" #include "morpheus/utilities/cudf_util.hpp" #include <mrc/segment/object.hpp> #include <pybind11/attr.h>// for multiple_inheritance #include <pybind11/pybind11.h>// for arg, init, class_, module_, str_attr_accessor, PYBIND11_MODULE, pybind11 #include <pybind11/pytypes.h>// for dict, sequence #include <pymrc/utils.hpp>// for pymrc::import #include <memory> namespace morpheus { namespace py = pybind11; // Define the pybind11 module m, as 'pipeline'. PYBIND11_MODULE(stages, m) { m.doc() = R"pbdoc( ----------------------- .. currentmodule:: morpheus.stages .. autosummary:: :toctree: _generate )pbdoc"; // Load the cudf helpers load_cudf_helpers(); mrc::pymrc::from_import(m, "morpheus._lib.common", "FilterSource"); py::class_<mrc::segment::Object<AddClassificationsStage>, mrc::segment::ObjectProperties, std::shared_ptr<mrc::segment::Object<AddClassificationsStage>>>( m, "AddClassificationsStage", py::multiple_inheritance()) .def(py::init<>(&AddClassificationStageInterfaceProxy::init), py::arg("builder"), py::arg("name"), py::arg("threshold"), py::arg("num_class_labels"), py::arg("idx2label")); py::class_<mrc::segment::Object<AddScoresStage>, mrc::segment::ObjectProperties, std::shared_ptr<mrc::segment::Object<AddScoresStage>>>(m, "AddScoresStage", py::multiple_inheritance()) .def(py::init<>(&AddScoresStageInterfaceProxy::init), py::arg("builder"), py::arg("name"), py::arg("num_class_labels"), py::arg("idx2label")); py::class_<mrc::segment::Object<DeserializeStage>, mrc::segment::ObjectProperties, std::shared_ptr<mrc::segment::Object<DeserializeStage>>>( m, "DeserializeStage", py::multiple_inheritance()) .def(py::init<>(&DeserializeStageInterfaceProxy::init), py::arg("builder"), py::arg("name"), py::arg("batch_size")); py::class_<mrc::segment::Object<FileSourceStage>, mrc::segment::ObjectProperties, std::shared_ptr<mrc::segment::Object<FileSourceStage>>>(m, "FileSourceStage", py::multiple_inheritance()) .def(py::init<>(&FileSourceStageInterfaceProxy::init), py::arg("builder"), py::arg("name"), py::arg("filename"), py::arg("repeat")); py::class_<mrc::segment::Object<FilterDetectionsStage>, mrc::segment::ObjectProperties, std::shared_ptr<mrc::segment::Object<FilterDetectionsStage>>>( m, "FilterDetectionsStage", py::multiple_inheritance()) .def(py::init<>(&FilterDetectionStageInterfaceProxy::init), py::arg("builder"), py::arg("name"), py::arg("threshold"), py::arg("copy"), py::arg("filter_source"), py::arg("field_name") = "probs"); py::class_<mrc::segment::Object<InferenceClientStage>, mrc::segment::ObjectProperties, std::shared_ptr<mrc::segment::Object<InferenceClientStage>>>( m, "InferenceClientStage", py::multiple_inheritance()) .def(py::init<>(&InferenceClientStageInterfaceProxy::init), py::arg("builder"), py::arg("name"), py::arg("model_name"), py::arg("server_url"), py::arg("force_convert_inputs"), py::arg("use_shared_memory"), py::arg("needs_logits"), py::arg("inout_mapping") = py::dict()); py::class_<mrc::segment::Object<KafkaSourceStage>, mrc::segment::ObjectProperties, std::shared_ptr<mrc::segment::Object<KafkaSourceStage>>>( m, "KafkaSourceStage", py::multiple_inheritance()) .def(py::init<>(&KafkaSourceStageInterfaceProxy::init), py::arg("builder"), py::arg("name"), py::arg("max_batch_size"), py::arg("topic"), py::arg("batch_timeout_ms"), py::arg("config"), py::arg("disable_commits") = false, py::arg("disable_pre_filtering") = false, py::arg("stop_after") = 0, py::arg("async_commits") = true); py::class_<mrc::segment::Object<PreprocessFILStage>, mrc::segment::ObjectProperties, std::shared_ptr<mrc::segment::Object<PreprocessFILStage>>>( m, "PreprocessFILStage", py::multiple_inheritance()) .def(py::init<>(&PreprocessFILStageInterfaceProxy::init), py::arg("builder"), py::arg("name"), py::arg("features")); py::class_<mrc::segment::Object<PreprocessNLPStage>, mrc::segment::ObjectProperties, std::shared_ptr<mrc::segment::Object<PreprocessNLPStage>>>( m, "PreprocessNLPStage", py::multiple_inheritance()) .def(py::init<>(&PreprocessNLPStageInterfaceProxy::init), py::arg("builder"), py::arg("name"), py::arg("vocab_hash_file"), py::arg("sequence_length"), py::arg("truncation"), py::arg("do_lower_case"), py::arg("add_special_token"), py::arg("stride"), py::arg("column")); py::class_<mrc::segment::Object<SerializeStage>, mrc::segment::ObjectProperties, std::shared_ptr<mrc::segment::Object<SerializeStage>>>(m, "SerializeStage", py::multiple_inheritance()) .def(py::init<>(&SerializeStageInterfaceProxy::init), py::arg("builder"), py::arg("name"), py::arg("include"), py::arg("exclude"), py::arg("fixed_columns") = true); py::class_<mrc::segment::Object<WriteToFileStage>, mrc::segment::ObjectProperties, std::shared_ptr<mrc::segment::Object<WriteToFileStage>>>( m, "WriteToFileStage", py::multiple_inheritance()) .def(py::init<>(&WriteToFileStageInterfaceProxy::init), py::arg("builder"), py::arg("name"), py::arg("filename"), py::arg("mode") = "w", py::arg("file_type") = 0, // Setting this to FileTypes::AUTO throws a conversion error at runtime py::arg("include_index_col") = true); #ifdef VERSION_INFO m.attr("__version__") = MACRO_STRINGIFY(VERSION_INFO); #else m.attr("__version__") = "dev"; #endif } } // namespace morpheus

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