katib/pkg/apis/manager/v1beta1/python/api_pb2_grpc.py

# Generated by the gRPC Python protocol compiler plugin. DO NOT EDIT!
"""Client and server classes corresponding to protobuf-defined services."""
import grpc

import api_pb2 as api__pb2


class DBManagerStub(object):
    """*
    DBManager service defines APIs to manage Katib database.
    """

    def __init__(self, channel):
        """Constructor.

        Args:
            channel: A grpc.Channel.
        """
        self.ReportObservationLog = channel.unary_unary(
                '/api.v1.beta1.DBManager/ReportObservationLog',
                request_serializer=api__pb2.ReportObservationLogRequest.SerializeToString,
                response_deserializer=api__pb2.ReportObservationLogReply.FromString,
                _registered_method=True)
        self.GetObservationLog = channel.unary_unary(
                '/api.v1.beta1.DBManager/GetObservationLog',
                request_serializer=api__pb2.GetObservationLogRequest.SerializeToString,
                response_deserializer=api__pb2.GetObservationLogReply.FromString,
                _registered_method=True)
        self.DeleteObservationLog = channel.unary_unary(
                '/api.v1.beta1.DBManager/DeleteObservationLog',
                request_serializer=api__pb2.DeleteObservationLogRequest.SerializeToString,
                response_deserializer=api__pb2.DeleteObservationLogReply.FromString,
                _registered_method=True)


class DBManagerServicer(object):
    """*
    DBManager service defines APIs to manage Katib database.
    """

    def ReportObservationLog(self, request, context):
        """* 
        Report a log of Observations for a Trial.
        The log consists of timestamp and value of metric.
        Katib store every log of metrics.
        You can see accuracy curve or other metric logs on UI.
        """
        context.set_code(grpc.StatusCode.UNIMPLEMENTED)
        context.set_details('Method not implemented!')
        raise NotImplementedError('Method not implemented!')

    def GetObservationLog(self, request, context):
        """*
        Get all log of Observations for a Trial.
        """
        context.set_code(grpc.StatusCode.UNIMPLEMENTED)
        context.set_details('Method not implemented!')
        raise NotImplementedError('Method not implemented!')

    def DeleteObservationLog(self, request, context):
        """*
        Delete all log of Observations for a Trial.
        """
        context.set_code(grpc.StatusCode.UNIMPLEMENTED)
        context.set_details('Method not implemented!')
        raise NotImplementedError('Method not implemented!')


def add_DBManagerServicer_to_server(servicer, server):
    rpc_method_handlers = {
            'ReportObservationLog': grpc.unary_unary_rpc_method_handler(
                    servicer.ReportObservationLog,
                    request_deserializer=api__pb2.ReportObservationLogRequest.FromString,
                    response_serializer=api__pb2.ReportObservationLogReply.SerializeToString,
            ),
            'GetObservationLog': grpc.unary_unary_rpc_method_handler(
                    servicer.GetObservationLog,
                    request_deserializer=api__pb2.GetObservationLogRequest.FromString,
                    response_serializer=api__pb2.GetObservationLogReply.SerializeToString,
            ),
            'DeleteObservationLog': grpc.unary_unary_rpc_method_handler(
                    servicer.DeleteObservationLog,
                    request_deserializer=api__pb2.DeleteObservationLogRequest.FromString,
                    response_serializer=api__pb2.DeleteObservationLogReply.SerializeToString,
            ),
    }
    generic_handler = grpc.method_handlers_generic_handler(
            'api.v1.beta1.DBManager', rpc_method_handlers)
    server.add_generic_rpc_handlers((generic_handler,))
    server.add_registered_method_handlers('api.v1.beta1.DBManager', rpc_method_handlers)


 # This class is part of an EXPERIMENTAL API.
class DBManager(object):
    """*
    DBManager service defines APIs to manage Katib database.
    """

    @staticmethod
    def ReportObservationLog(request,
            target,
            options=(),
            channel_credentials=None,
            call_credentials=None,
            insecure=False,
            compression=None,
            wait_for_ready=None,
            timeout=None,
            metadata=None):
        return grpc.experimental.unary_unary(
            request,
            target,
            '/api.v1.beta1.DBManager/ReportObservationLog',
            api__pb2.ReportObservationLogRequest.SerializeToString,
            api__pb2.ReportObservationLogReply.FromString,
            options,
            channel_credentials,
            insecure,
            call_credentials,
            compression,
            wait_for_ready,
            timeout,
            metadata,
            _registered_method=True)

    @staticmethod
    def GetObservationLog(request,
            target,
            options=(),
            channel_credentials=None,
            call_credentials=None,
            insecure=False,
            compression=None,
            wait_for_ready=None,
            timeout=None,
            metadata=None):
        return grpc.experimental.unary_unary(
            request,
            target,
            '/api.v1.beta1.DBManager/GetObservationLog',
            api__pb2.GetObservationLogRequest.SerializeToString,
            api__pb2.GetObservationLogReply.FromString,
            options,
            channel_credentials,
            insecure,
            call_credentials,
            compression,
            wait_for_ready,
            timeout,
            metadata,
            _registered_method=True)

    @staticmethod
    def DeleteObservationLog(request,
            target,
            options=(),
            channel_credentials=None,
            call_credentials=None,
            insecure=False,
            compression=None,
            wait_for_ready=None,
            timeout=None,
            metadata=None):
        return grpc.experimental.unary_unary(
            request,
            target,
            '/api.v1.beta1.DBManager/DeleteObservationLog',
            api__pb2.DeleteObservationLogRequest.SerializeToString,
            api__pb2.DeleteObservationLogReply.FromString,
            options,
            channel_credentials,
            insecure,
            call_credentials,
            compression,
            wait_for_ready,
            timeout,
            metadata,
            _registered_method=True)


class SuggestionStub(object):
    """*
    Suggestion service defines APIs to manage Katib Suggestion from HP or NAS algorithms
    """

    def __init__(self, channel):
        """Constructor.

        Args:
            channel: A grpc.Channel.
        """
        self.GetSuggestions = channel.unary_unary(
                '/api.v1.beta1.Suggestion/GetSuggestions',
                request_serializer=api__pb2.GetSuggestionsRequest.SerializeToString,
                response_deserializer=api__pb2.GetSuggestionsReply.FromString,
                _registered_method=True)
        self.ValidateAlgorithmSettings = channel.unary_unary(
                '/api.v1.beta1.Suggestion/ValidateAlgorithmSettings',
                request_serializer=api__pb2.ValidateAlgorithmSettingsRequest.SerializeToString,
                response_deserializer=api__pb2.ValidateAlgorithmSettingsReply.FromString,
                _registered_method=True)


class SuggestionServicer(object):
    """*
    Suggestion service defines APIs to manage Katib Suggestion from HP or NAS algorithms
    """

    def GetSuggestions(self, request, context):
        """Missing associated documentation comment in .proto file."""
        context.set_code(grpc.StatusCode.UNIMPLEMENTED)
        context.set_details('Method not implemented!')
        raise NotImplementedError('Method not implemented!')

    def ValidateAlgorithmSettings(self, request, context):
        """Missing associated documentation comment in .proto file."""
        context.set_code(grpc.StatusCode.UNIMPLEMENTED)
        context.set_details('Method not implemented!')
        raise NotImplementedError('Method not implemented!')


def add_SuggestionServicer_to_server(servicer, server):
    rpc_method_handlers = {
            'GetSuggestions': grpc.unary_unary_rpc_method_handler(
                    servicer.GetSuggestions,
                    request_deserializer=api__pb2.GetSuggestionsRequest.FromString,
                    response_serializer=api__pb2.GetSuggestionsReply.SerializeToString,
            ),
            'ValidateAlgorithmSettings': grpc.unary_unary_rpc_method_handler(
                    servicer.ValidateAlgorithmSettings,
                    request_deserializer=api__pb2.ValidateAlgorithmSettingsRequest.FromString,
                    response_serializer=api__pb2.ValidateAlgorithmSettingsReply.SerializeToString,
            ),
    }
    generic_handler = grpc.method_handlers_generic_handler(
            'api.v1.beta1.Suggestion', rpc_method_handlers)
    server.add_generic_rpc_handlers((generic_handler,))
    server.add_registered_method_handlers('api.v1.beta1.Suggestion', rpc_method_handlers)


 # This class is part of an EXPERIMENTAL API.
class Suggestion(object):
    """*
    Suggestion service defines APIs to manage Katib Suggestion from HP or NAS algorithms
    """

    @staticmethod
    def GetSuggestions(request,
            target,
            options=(),
            channel_credentials=None,
            call_credentials=None,
            insecure=False,
            compression=None,
            wait_for_ready=None,
            timeout=None,
            metadata=None):
        return grpc.experimental.unary_unary(
            request,
            target,
            '/api.v1.beta1.Suggestion/GetSuggestions',
            api__pb2.GetSuggestionsRequest.SerializeToString,
            api__pb2.GetSuggestionsReply.FromString,
            options,
            channel_credentials,
            insecure,
            call_credentials,
            compression,
            wait_for_ready,
            timeout,
            metadata,
            _registered_method=True)

    @staticmethod
    def ValidateAlgorithmSettings(request,
            target,
            options=(),
            channel_credentials=None,
            call_credentials=None,
            insecure=False,
            compression=None,
            wait_for_ready=None,
            timeout=None,
            metadata=None):
        return grpc.experimental.unary_unary(
            request,
            target,
            '/api.v1.beta1.Suggestion/ValidateAlgorithmSettings',
            api__pb2.ValidateAlgorithmSettingsRequest.SerializeToString,
            api__pb2.ValidateAlgorithmSettingsReply.FromString,
            options,
            channel_credentials,
            insecure,
            call_credentials,
            compression,
            wait_for_ready,
            timeout,
            metadata,
            _registered_method=True)


class EarlyStoppingStub(object):
    """*
    EarlyStopping service defines APIs to manage Katib Early Stopping algorithms
    """

    def __init__(self, channel):
        """Constructor.

        Args:
            channel: A grpc.Channel.
        """
        self.GetEarlyStoppingRules = channel.unary_unary(
                '/api.v1.beta1.EarlyStopping/GetEarlyStoppingRules',
                request_serializer=api__pb2.GetEarlyStoppingRulesRequest.SerializeToString,
                response_deserializer=api__pb2.GetEarlyStoppingRulesReply.FromString,
                _registered_method=True)
        self.SetTrialStatus = channel.unary_unary(
                '/api.v1.beta1.EarlyStopping/SetTrialStatus',
                request_serializer=api__pb2.SetTrialStatusRequest.SerializeToString,
                response_deserializer=api__pb2.SetTrialStatusReply.FromString,
                _registered_method=True)
        self.ValidateEarlyStoppingSettings = channel.unary_unary(
                '/api.v1.beta1.EarlyStopping/ValidateEarlyStoppingSettings',
                request_serializer=api__pb2.ValidateEarlyStoppingSettingsRequest.SerializeToString,
                response_deserializer=api__pb2.ValidateEarlyStoppingSettingsReply.FromString,
                _registered_method=True)


class EarlyStoppingServicer(object):
    """*
    EarlyStopping service defines APIs to manage Katib Early Stopping algorithms
    """

    def GetEarlyStoppingRules(self, request, context):
        """Missing associated documentation comment in .proto file."""
        context.set_code(grpc.StatusCode.UNIMPLEMENTED)
        context.set_details('Method not implemented!')
        raise NotImplementedError('Method not implemented!')

    def SetTrialStatus(self, request, context):
        """Missing associated documentation comment in .proto file."""
        context.set_code(grpc.StatusCode.UNIMPLEMENTED)
        context.set_details('Method not implemented!')
        raise NotImplementedError('Method not implemented!')

    def ValidateEarlyStoppingSettings(self, request, context):
        """Missing associated documentation comment in .proto file."""
        context.set_code(grpc.StatusCode.UNIMPLEMENTED)
        context.set_details('Method not implemented!')
        raise NotImplementedError('Method not implemented!')


def add_EarlyStoppingServicer_to_server(servicer, server):
    rpc_method_handlers = {
            'GetEarlyStoppingRules': grpc.unary_unary_rpc_method_handler(
                    servicer.GetEarlyStoppingRules,
                    request_deserializer=api__pb2.GetEarlyStoppingRulesRequest.FromString,
                    response_serializer=api__pb2.GetEarlyStoppingRulesReply.SerializeToString,
            ),
            'SetTrialStatus': grpc.unary_unary_rpc_method_handler(
                    servicer.SetTrialStatus,
                    request_deserializer=api__pb2.SetTrialStatusRequest.FromString,
                    response_serializer=api__pb2.SetTrialStatusReply.SerializeToString,
            ),
            'ValidateEarlyStoppingSettings': grpc.unary_unary_rpc_method_handler(
                    servicer.ValidateEarlyStoppingSettings,
                    request_deserializer=api__pb2.ValidateEarlyStoppingSettingsRequest.FromString,
                    response_serializer=api__pb2.ValidateEarlyStoppingSettingsReply.SerializeToString,
            ),
    }
    generic_handler = grpc.method_handlers_generic_handler(
            'api.v1.beta1.EarlyStopping', rpc_method_handlers)
    server.add_generic_rpc_handlers((generic_handler,))
    server.add_registered_method_handlers('api.v1.beta1.EarlyStopping', rpc_method_handlers)


 # This class is part of an EXPERIMENTAL API.
class EarlyStopping(object):
    """*
    EarlyStopping service defines APIs to manage Katib Early Stopping algorithms
    """

    @staticmethod
    def GetEarlyStoppingRules(request,
            target,
            options=(),
            channel_credentials=None,
            call_credentials=None,
            insecure=False,
            compression=None,
            wait_for_ready=None,
            timeout=None,
            metadata=None):
        return grpc.experimental.unary_unary(
            request,
            target,
            '/api.v1.beta1.EarlyStopping/GetEarlyStoppingRules',
            api__pb2.GetEarlyStoppingRulesRequest.SerializeToString,
            api__pb2.GetEarlyStoppingRulesReply.FromString,
            options,
            channel_credentials,
            insecure,
            call_credentials,
            compression,
            wait_for_ready,
            timeout,
            metadata,
            _registered_method=True)

    @staticmethod
    def SetTrialStatus(request,
            target,
            options=(),
            channel_credentials=None,
            call_credentials=None,
            insecure=False,
            compression=None,
            wait_for_ready=None,
            timeout=None,
            metadata=None):
        return grpc.experimental.unary_unary(
            request,
            target,
            '/api.v1.beta1.EarlyStopping/SetTrialStatus',
            api__pb2.SetTrialStatusRequest.SerializeToString,
            api__pb2.SetTrialStatusReply.FromString,
            options,
            channel_credentials,
            insecure,
            call_credentials,
            compression,
            wait_for_ready,
            timeout,
            metadata,
            _registered_method=True)

    @staticmethod
    def ValidateEarlyStoppingSettings(request,
            target,
            options=(),
            channel_credentials=None,
            call_credentials=None,
            insecure=False,
            compression=None,
            wait_for_ready=None,
            timeout=None,
            metadata=None):
        return grpc.experimental.unary_unary(
            request,
            target,
            '/api.v1.beta1.EarlyStopping/ValidateEarlyStoppingSettings',
            api__pb2.ValidateEarlyStoppingSettingsRequest.SerializeToString,
            api__pb2.ValidateEarlyStoppingSettingsReply.FromString,
            options,
            channel_credentials,
            insecure,
            call_credentials,
            compression,
            wait_for_ready,
            timeout,
            metadata,
            _registered_method=True)