Struct InferenceClientStageInterfaceProxy#

Struct Documentation#

struct InferenceClientStageInterfaceProxy#

Interface proxy, used to insulate python bindings.

Public Static Functions

static std::shared_ptr<mrc::segment::Object<InferenceClientStage>> init(
mrc::segment::Builder &builder,
const std::string &name,
std::string model_name,
std::string server_url,
bool needs_logits,
bool force_convert_inputs,
std::map<std::string, std::string> input_mapping,
std::map<std::string, std::string> output_mapping
)#

Create and initialize a ControlMessage-based InferenceClientStage, and return the result.

Parameters:

  • builder – : Pipeline context object reference

  • name – : Name of a stage reference

  • model_name – : Name of the model specifies which model can handle the inference requests that are sent to Triton inference

  • server_url – : Triton server URL.

  • needs_logits – : Determines if logits are required.

  • force_convert_inputs – : Determines if inputs should be converted to the model’s input format.

  • inout_mapping – : Dictionary used to map pipeline input/output names to Triton input/output names. Use this if the Morpheus names do not match the model.

Returns:

std::shared_ptr<mrc::segment::Object<InferenceClientStage>>