litecow.common package¶

Submodules¶

litecow.common.common module¶

litecow.common.common.prepare_array(array: numpy.ndarray) → litecow.common.litecow_pb2.Array ¶

Convert a numpy array to a litecow array

Parameters: array (np.ndarray) – Array to convert
Returns
Return type: litecow.common.litecow_pb2.Array

litecow.common.common.prepare_array_list(arrays: List[numpy.ndarray]) → litecow.common.litecow_pb2.ArrayList ¶

Convert a list of numpy arrays to a litecow ArrayList

Parameters: arrays (List[np.ndarray]) – Arrays to convert to litecow ArrayList
Returns
Return type: litecow.common.litecow_pb2.ArrayList

litecow.common.common.prepare_named_arrays(named_arrays: Dict[str, numpy.ndarray]) → litecow.common.litecow_pb2.NamedArrays ¶

Convert a dictionary of arrays to a litecow NamedArrays

Parameters: named_arrays (Dict[str, np.ndarray]) – Dictionary mapping string names to numpy arrays
Returns
Return type: litecow.common.litecow_pb2.NamedArrays

litecow.common.common.unprepare_array(array: litecow.common.litecow_pb2.Array) → numpy.ndarray¶

Convert a litecow Array to a numpy array

Parameters: array (litecow.common.litecow_pb2.Array) – Array to convert back to numpy array
Returns
Return type: np.ndarray

litecow.common.common.unprepare_array_list(arrays: litecow.common.litecow_pb2.ArrayList) → List[numpy.ndarray]¶

Convert litecow ArrayList back to a list of numpy arrays

Parameters: arrays (litecow.common.litecow_pb2.ArrayList) – ArrayList to convert.
Returns
Return type: List[np.ndarray]

litecow.common.common.unprepare_named_arrays(named_arrays: litecow.common.litecow_pb2.NamedArrays) → Dict[str, numpy.ndarray]¶

Convert litecow NamedArrays back to a dictionary of numpy arrays

Parameters: named_arrays (litecow.common.litecow_pb2.NamedArrays) – NamedArrays to convert
Returns
Return type: Dict[str, np.ndarray]

litecow.common.litecow_pb2 module¶

Generated protocol buffer code.

class litecow.common.litecow_pb2.Array¶

Bases: google.protobuf.pyext._message.CMessage, google.protobuf.message.Message

DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>¶: The google.protobuf.descriptor.Descriptor for this message type.

double_array¶: Field Array.double_array

float_array¶: Field Array.float_array

int32_array¶: Field Array.int32_array

int64_array¶: Field Array.int64_array

shape¶: Field Array.shape

class litecow.common.litecow_pb2.ArrayList¶

Bases: google.protobuf.pyext._message.CMessage, google.protobuf.message.Message

DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>¶: The google.protobuf.descriptor.Descriptor for this message type.

arrays¶: Field ArrayList.arrays

class litecow.common.litecow_pb2.DoubleArray¶

Bases: google.protobuf.pyext._message.CMessage, google.protobuf.message.Message

DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>¶: The google.protobuf.descriptor.Descriptor for this message type.

values¶: Field DoubleArray.values

class litecow.common.litecow_pb2.FloatArray¶

Bases: google.protobuf.pyext._message.CMessage, google.protobuf.message.Message

DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>¶: The google.protobuf.descriptor.Descriptor for this message type.

values¶: Field FloatArray.values

class litecow.common.litecow_pb2.InferenceRequest¶

Bases: google.protobuf.pyext._message.CMessage, google.protobuf.message.Message

DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>¶: The google.protobuf.descriptor.Descriptor for this message type.

model_key¶: Field InferenceRequest.model_key

model_version¶: Field InferenceRequest.model_version

named_inputs¶: Field InferenceRequest.named_inputs

outputs¶: Field InferenceRequest.outputs

unnamed_inputs¶: Field InferenceRequest.unnamed_inputs

class litecow.common.litecow_pb2.Int32Array¶

Bases: google.protobuf.pyext._message.CMessage, google.protobuf.message.Message

DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>¶: The google.protobuf.descriptor.Descriptor for this message type.

values¶: Field Int32Array.values

class litecow.common.litecow_pb2.Int64Array¶

Bases: google.protobuf.pyext._message.CMessage, google.protobuf.message.Message

DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>¶: The google.protobuf.descriptor.Descriptor for this message type.

values¶: Field Int64Array.values

class litecow.common.litecow_pb2.NamedArrays¶

Bases: google.protobuf.pyext._message.CMessage, google.protobuf.message.Message

DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>¶: The google.protobuf.descriptor.Descriptor for this message type.

class NameToArrayEntry¶

Bases: google.protobuf.pyext._message.CMessage, google.protobuf.message.Message

DESCRIPTOR = <google.protobuf.pyext._message.MessageDescriptor object>¶: The google.protobuf.descriptor.Descriptor for this message type.

key¶: Field NamedArrays.NameToArrayEntry.key

value¶: Field NamedArrays.NameToArrayEntry.value

name_to_array¶: Field NamedArrays.name_to_array

litecow.common.litecow_pb2_grpc module¶

Client and server classes corresponding to protobuf-defined services.

class litecow.common.litecow_pb2_grpc.ICOW¶

Bases: object

Inference with Collected Onnx Weights service definition

static get_inference(request, target, options=(), channel_credentials=None, call_credentials=None, insecure=False, compression=None, wait_for_ready=None, timeout=None, metadata=None)¶

class litecow.common.litecow_pb2_grpc.ICOWServicer¶

Bases: object

Inference with Collected Onnx Weights service definition

get_inference(request, context)¶: get inference

class litecow.common.litecow_pb2_grpc.ICOWStub(channel)¶

Bases: object

Inference with Collected Onnx Weights service definition

litecow.common.litecow_pb2_grpc.add_ICOWServicer_to_server(servicer, server)¶

litecow.common package¶

Submodules¶

litecow.common.common module¶

litecow.common.litecow_pb2 module¶

litecow.common.litecow_pb2_grpc module¶

Module contents¶