"""
@generated by mypy-protobuf.  Do not edit manually!
isort:skip_file
"""
import builtins
import google.protobuf.descriptor
import google.protobuf.internal.containers
import google.protobuf.internal.enum_type_wrapper
import google.protobuf.message
import sarus_data_spec.protobuf.path_pb2
import sarus_data_spec.protobuf.schema_pb2
import sarus_data_spec.protobuf.type_pb2
import typing
import typing_extensions

DESCRIPTOR: google.protobuf.descriptor.FileDescriptor = ...

class Transform(google.protobuf.message.Message):
    DESCRIPTOR: google.protobuf.descriptor.Descriptor = ...
    class ExternalOp(_ExternalOp, metaclass=_ExternalOpEnumTypeWrapper):
        pass
    class _ExternalOp:
        V = typing.NewType('V', builtins.int)
    class _ExternalOpEnumTypeWrapper(google.protobuf.internal.enum_type_wrapper._EnumTypeWrapper[_ExternalOp.V], builtins.type):
        DESCRIPTOR: google.protobuf.descriptor.EnumDescriptor = ...
        PD_MEAN = Transform.ExternalOp.V(0)
        PD_STD = Transform.ExternalOp.V(1)
        PD_LOC = Transform.ExternalOp.V(2)
        NP_MEAN = Transform.ExternalOp.V(3)
        NP_STD = Transform.ExternalOp.V(4)
        NP_ADD = Transform.ExternalOp.V(5)
        NP_SUB = Transform.ExternalOp.V(6)
        TF_BATCH = Transform.ExternalOp.V(7)
        TF_MAP = Transform.ExternalOp.V(8)
        SK_FIT = Transform.ExternalOp.V(9)
        SK_DP_FIT = Transform.ExternalOp.V(10)

    PD_MEAN = Transform.ExternalOp.V(0)
    PD_STD = Transform.ExternalOp.V(1)
    PD_LOC = Transform.ExternalOp.V(2)
    NP_MEAN = Transform.ExternalOp.V(3)
    NP_STD = Transform.ExternalOp.V(4)
    NP_ADD = Transform.ExternalOp.V(5)
    NP_SUB = Transform.ExternalOp.V(6)
    TF_BATCH = Transform.ExternalOp.V(7)
    TF_MAP = Transform.ExternalOp.V(8)
    SK_FIT = Transform.ExternalOp.V(9)
    SK_DP_FIT = Transform.ExternalOp.V(10)

    class PropertiesEntry(google.protobuf.message.Message):
        DESCRIPTOR: google.protobuf.descriptor.Descriptor = ...
        KEY_FIELD_NUMBER: builtins.int
        VALUE_FIELD_NUMBER: builtins.int
        key: typing.Text = ...
        value: typing.Text = ...
        def __init__(self,
            *,
            key : typing.Text = ...,
            value : typing.Text = ...,
            ) -> None: ...
        def ClearField(self, field_name: typing_extensions.Literal[u"key",b"key",u"value",b"value"]) -> None: ...

    class Spec(google.protobuf.message.Message):
        """Definitions"""
        DESCRIPTOR: google.protobuf.descriptor.Descriptor = ...
        IDENTITY_FIELD_NUMBER: builtins.int
        VARIABLE_FIELD_NUMBER: builtins.int
        COMPOSED_FIELD_NUMBER: builtins.int
        PROJECT_FIELD_NUMBER: builtins.int
        FILTER_FIELD_NUMBER: builtins.int
        SHUFFLE_FIELD_NUMBER: builtins.int
        JOIN_FIELD_NUMBER: builtins.int
        CAST_FIELD_NUMBER: builtins.int
        SAMPLE_FIELD_NUMBER: builtins.int
        USER_SETTINGS_FIELD_NUMBER: builtins.int
        PROTECT_DATASET_FIELD_NUMBER: builtins.int
        EXTERNAL_FIELD_NUMBER: builtins.int
        SYNTHETIC_FIELD_NUMBER: builtins.int
        @property
        def identity(self) -> global___Transform.Identity: ...
        @property
        def variable(self) -> global___Transform.Variable: ...
        @property
        def composed(self) -> global___Transform.Composed: ...
        @property
        def project(self) -> global___Transform.Project: ...
        @property
        def filter(self) -> global___Transform.Filter: ...
        @property
        def shuffle(self) -> global___Transform.Shuffle: ...
        @property
        def join(self) -> global___Transform.Join: ...
        @property
        def cast(self) -> global___Transform.Cast: ...
        @property
        def sample(self) -> global___Transform.Sample: ...
        @property
        def user_settings(self) -> global___Transform.UserSettings: ...
        @property
        def protect_dataset(self) -> global___Transform.Protect: ...
        @property
        def external(self) -> global___Transform.External:
            """np transforms, pd transforms,..."""
            pass
        @property
        def synthetic(self) -> global___Transform.Synthetic: ...
        def __init__(self,
            *,
            identity : typing.Optional[global___Transform.Identity] = ...,
            variable : typing.Optional[global___Transform.Variable] = ...,
            composed : typing.Optional[global___Transform.Composed] = ...,
            project : typing.Optional[global___Transform.Project] = ...,
            filter : typing.Optional[global___Transform.Filter] = ...,
            shuffle : typing.Optional[global___Transform.Shuffle] = ...,
            join : typing.Optional[global___Transform.Join] = ...,
            cast : typing.Optional[global___Transform.Cast] = ...,
            sample : typing.Optional[global___Transform.Sample] = ...,
            user_settings : typing.Optional[global___Transform.UserSettings] = ...,
            protect_dataset : typing.Optional[global___Transform.Protect] = ...,
            external : typing.Optional[global___Transform.External] = ...,
            synthetic : typing.Optional[global___Transform.Synthetic] = ...,
            ) -> None: ...
        def HasField(self, field_name: typing_extensions.Literal[u"cast",b"cast",u"composed",b"composed",u"external",b"external",u"filter",b"filter",u"identity",b"identity",u"join",b"join",u"project",b"project",u"protect_dataset",b"protect_dataset",u"sample",b"sample",u"shuffle",b"shuffle",u"spec",b"spec",u"synthetic",b"synthetic",u"user_settings",b"user_settings",u"variable",b"variable"]) -> builtins.bool: ...
        def ClearField(self, field_name: typing_extensions.Literal[u"cast",b"cast",u"composed",b"composed",u"external",b"external",u"filter",b"filter",u"identity",b"identity",u"join",b"join",u"project",b"project",u"protect_dataset",b"protect_dataset",u"sample",b"sample",u"shuffle",b"shuffle",u"spec",b"spec",u"synthetic",b"synthetic",u"user_settings",b"user_settings",u"variable",b"variable"]) -> None: ...
        def WhichOneof(self, oneof_group: typing_extensions.Literal[u"spec",b"spec"]) -> typing.Optional[typing_extensions.Literal["identity","variable","composed","project","filter","shuffle","join","cast","sample","user_settings","protect_dataset","external","synthetic"]]: ...

    class External(google.protobuf.message.Message):
        DESCRIPTOR: google.protobuf.descriptor.Descriptor = ...
        ARGUMENTS_FIELD_NUMBER: builtins.int
        NAMED_ARGUMENTS_FIELD_NUMBER: builtins.int
        OP_FIELD_NUMBER: builtins.int
        arguments: builtins.bytes = ...
        named_arguments: builtins.bytes = ...
        op: global___Transform.ExternalOp.V = ...
        def __init__(self,
            *,
            arguments : builtins.bytes = ...,
            named_arguments : builtins.bytes = ...,
            op : global___Transform.ExternalOp.V = ...,
            ) -> None: ...
        def ClearField(self, field_name: typing_extensions.Literal[u"arguments",b"arguments",u"named_arguments",b"named_arguments",u"op",b"op"]) -> None: ...

    class Identity(google.protobuf.message.Message):
        DESCRIPTOR: google.protobuf.descriptor.Descriptor = ...
        def __init__(self,
            ) -> None: ...

    class Variable(google.protobuf.message.Message):
        DESCRIPTOR: google.protobuf.descriptor.Descriptor = ...
        POSITION_FIELD_NUMBER: builtins.int
        NAME_FIELD_NUMBER: builtins.int
        position: builtins.int = ...
        name: typing.Text = ...
        def __init__(self,
            *,
            position : builtins.int = ...,
            name : typing.Text = ...,
            ) -> None: ...
        def ClearField(self, field_name: typing_extensions.Literal[u"name",b"name",u"position",b"position"]) -> None: ...

    class Composed(google.protobuf.message.Message):
        DESCRIPTOR: google.protobuf.descriptor.Descriptor = ...
        class NamedArgumentsEntry(google.protobuf.message.Message):
            DESCRIPTOR: google.protobuf.descriptor.Descriptor = ...
            KEY_FIELD_NUMBER: builtins.int
            VALUE_FIELD_NUMBER: builtins.int
            key: typing.Text = ...
            value: typing.Text = ...
            def __init__(self,
                *,
                key : typing.Text = ...,
                value : typing.Text = ...,
                ) -> None: ...
            def ClearField(self, field_name: typing_extensions.Literal[u"key",b"key",u"value",b"value"]) -> None: ...

        TRANSFORM_FIELD_NUMBER: builtins.int
        ARGUMENTS_FIELD_NUMBER: builtins.int
        NAMED_ARGUMENTS_FIELD_NUMBER: builtins.int
        transform: typing.Text = ...
        """Transform"""

        @property
        def arguments(self) -> google.protobuf.internal.containers.RepeatedScalarFieldContainer[typing.Text]:
            """Arguments of the current transform are transforms"""
            pass
        @property
        def named_arguments(self) -> google.protobuf.internal.containers.ScalarMap[typing.Text, typing.Text]: ...
        def __init__(self,
            *,
            transform : typing.Text = ...,
            arguments : typing.Optional[typing.Iterable[typing.Text]] = ...,
            named_arguments : typing.Optional[typing.Mapping[typing.Text, typing.Text]] = ...,
            ) -> None: ...
        def ClearField(self, field_name: typing_extensions.Literal[u"arguments",b"arguments",u"named_arguments",b"named_arguments",u"transform",b"transform"]) -> None: ...

    class Project(google.protobuf.message.Message):
        DESCRIPTOR: google.protobuf.descriptor.Descriptor = ...
        PROJECTION_FIELD_NUMBER: builtins.int
        @property
        def projection(self) -> sarus_data_spec.protobuf.type_pb2.Type:
            """This should be a 'supertype' the type the data can project into."""
            pass
        def __init__(self,
            *,
            projection : typing.Optional[sarus_data_spec.protobuf.type_pb2.Type] = ...,
            ) -> None: ...
        def HasField(self, field_name: typing_extensions.Literal[u"projection",b"projection"]) -> builtins.bool: ...
        def ClearField(self, field_name: typing_extensions.Literal[u"projection",b"projection"]) -> None: ...

    class Filter(google.protobuf.message.Message):
        DESCRIPTOR: google.protobuf.descriptor.Descriptor = ...
        FILTER_FIELD_NUMBER: builtins.int
        @property
        def filter(self) -> sarus_data_spec.protobuf.type_pb2.Type:
            """This should be a 'subtype' the type the data can be retricted to."""
            pass
        def __init__(self,
            *,
            filter : typing.Optional[sarus_data_spec.protobuf.type_pb2.Type] = ...,
            ) -> None: ...
        def HasField(self, field_name: typing_extensions.Literal[u"filter",b"filter"]) -> builtins.bool: ...
        def ClearField(self, field_name: typing_extensions.Literal[u"filter",b"filter"]) -> None: ...

    class Shuffle(google.protobuf.message.Message):
        DESCRIPTOR: google.protobuf.descriptor.Descriptor = ...
        def __init__(self,
            ) -> None: ...

    class Join(google.protobuf.message.Message):
        DESCRIPTOR: google.protobuf.descriptor.Descriptor = ...
        ON_FIELD_NUMBER: builtins.int
        @property
        def on(self) -> sarus_data_spec.protobuf.type_pb2.Type:
            """This should be a common 'supertype' between tables."""
            pass
        def __init__(self,
            *,
            on : typing.Optional[sarus_data_spec.protobuf.type_pb2.Type] = ...,
            ) -> None: ...
        def HasField(self, field_name: typing_extensions.Literal[u"on",b"on"]) -> builtins.bool: ...
        def ClearField(self, field_name: typing_extensions.Literal[u"on",b"on"]) -> None: ...

    class Cast(google.protobuf.message.Message):
        DESCRIPTOR: google.protobuf.descriptor.Descriptor = ...
        TYPE_FIELD_NUMBER: builtins.int
        @property
        def type(self) -> sarus_data_spec.protobuf.type_pb2.Type:
            """Type to cast into."""
            pass
        def __init__(self,
            *,
            type : typing.Optional[sarus_data_spec.protobuf.type_pb2.Type] = ...,
            ) -> None: ...
        def HasField(self, field_name: typing_extensions.Literal[u"type",b"type"]) -> builtins.bool: ...
        def ClearField(self, field_name: typing_extensions.Literal[u"type",b"type"]) -> None: ...

    class Sample(google.protobuf.message.Message):
        DESCRIPTOR: google.protobuf.descriptor.Descriptor = ...
        FRACTION_FIELD_NUMBER: builtins.int
        SIZE_FIELD_NUMBER: builtins.int
        fraction: builtins.float = ...
        size: builtins.int = ...
        def __init__(self,
            *,
            fraction : builtins.float = ...,
            size : builtins.int = ...,
            ) -> None: ...
        def HasField(self, field_name: typing_extensions.Literal[u"fraction",b"fraction",u"proportion",b"proportion",u"size",b"size"]) -> builtins.bool: ...
        def ClearField(self, field_name: typing_extensions.Literal[u"fraction",b"fraction",u"proportion",b"proportion",u"size",b"size"]) -> None: ...
        def WhichOneof(self, oneof_group: typing_extensions.Literal[u"proportion",b"proportion"]) -> typing.Optional[typing_extensions.Literal["fraction","size"]]: ...

    class SchemaInference(google.protobuf.message.Message):
        DESCRIPTOR: google.protobuf.descriptor.Descriptor = ...
        class CastPolicy(_CastPolicy, metaclass=_CastPolicyEnumTypeWrapper):
            pass
        class _CastPolicy:
            V = typing.NewType('V', builtins.int)
        class _CastPolicyEnumTypeWrapper(google.protobuf.internal.enum_type_wrapper._EnumTypeWrapper[_CastPolicy.V], builtins.type):
            DESCRIPTOR: google.protobuf.descriptor.EnumDescriptor = ...
            NONE = Transform.SchemaInference.CastPolicy.V(0)
            MOST_LIKELY = Transform.SchemaInference.CastPolicy.V(1)

        NONE = Transform.SchemaInference.CastPolicy.V(0)
        MOST_LIKELY = Transform.SchemaInference.CastPolicy.V(1)

        CAST_POLICY_FIELD_NUMBER: builtins.int
        cast_policy: global___Transform.SchemaInference.CastPolicy.V = ...
        def __init__(self,
            *,
            cast_policy : global___Transform.SchemaInference.CastPolicy.V = ...,
            ) -> None: ...
        def ClearField(self, field_name: typing_extensions.Literal[u"cast_policy",b"cast_policy"]) -> None: ...

    class GroupBy(google.protobuf.message.Message):
        DESCRIPTOR: google.protobuf.descriptor.Descriptor = ...
        KEY_FIELD_NUMBER: builtins.int
        key: typing.Text = ...
        def __init__(self,
            *,
            key : typing.Text = ...,
            ) -> None: ...
        def ClearField(self, field_name: typing_extensions.Literal[u"key",b"key"]) -> None: ...

    class Synthetic(google.protobuf.message.Message):
        DESCRIPTOR: google.protobuf.descriptor.Descriptor = ...
        def __init__(self,
            ) -> None: ...

    class UserSettings(google.protobuf.message.Message):
        DESCRIPTOR: google.protobuf.descriptor.Descriptor = ...
        SCHEMA_FIELD_NUMBER: builtins.int
        @property
        def schema(self) -> sarus_data_spec.protobuf.schema_pb2.Schema: ...
        def __init__(self,
            *,
            schema : typing.Optional[sarus_data_spec.protobuf.schema_pb2.Schema] = ...,
            ) -> None: ...
        def HasField(self, field_name: typing_extensions.Literal[u"schema",b"schema"]) -> builtins.bool: ...
        def ClearField(self, field_name: typing_extensions.Literal[u"schema",b"schema"]) -> None: ...

    class Protect(google.protobuf.message.Message):
        DESCRIPTOR: google.protobuf.descriptor.Descriptor = ...
        PROTECTED_ENTITIES_FIELD_NUMBER: builtins.int
        PUBLIC_ENTITIES_FIELD_NUMBER: builtins.int
        @property
        def protected_entities(self) -> google.protobuf.internal.containers.RepeatedCompositeFieldContainer[sarus_data_spec.protobuf.path_pb2.Path]: ...
        @property
        def public_entities(self) -> google.protobuf.internal.containers.RepeatedCompositeFieldContainer[sarus_data_spec.protobuf.path_pb2.Path]: ...
        def __init__(self,
            *,
            protected_entities : typing.Optional[typing.Iterable[sarus_data_spec.protobuf.path_pb2.Path]] = ...,
            public_entities : typing.Optional[typing.Iterable[sarus_data_spec.protobuf.path_pb2.Path]] = ...,
            ) -> None: ...
        def ClearField(self, field_name: typing_extensions.Literal[u"protected_entities",b"protected_entities",u"public_entities",b"public_entities"]) -> None: ...

    UUID_FIELD_NUMBER: builtins.int
    NAME_FIELD_NUMBER: builtins.int
    DOC_FIELD_NUMBER: builtins.int
    SPEC_FIELD_NUMBER: builtins.int
    PROPERTIES_FIELD_NUMBER: builtins.int
    INVERSIBLE_FIELD_NUMBER: builtins.int
    SCHEMA_PRESERVING_FIELD_NUMBER: builtins.int
    uuid: typing.Text = ...
    """A dataset transform
    e.g. RFC 4122 id used to refer to the transform
    """

    name: typing.Text = ...
    doc: typing.Text = ...
    @property
    def spec(self) -> global___Transform.Spec: ...
    @property
    def properties(self) -> google.protobuf.internal.containers.ScalarMap[typing.Text, typing.Text]:
        """Other properties"""
        pass
    inversible: builtins.bool = ...
    schema_preserving: builtins.bool = ...
    def __init__(self,
        *,
        uuid : typing.Text = ...,
        name : typing.Text = ...,
        doc : typing.Text = ...,
        spec : typing.Optional[global___Transform.Spec] = ...,
        properties : typing.Optional[typing.Mapping[typing.Text, typing.Text]] = ...,
        inversible : builtins.bool = ...,
        schema_preserving : builtins.bool = ...,
        ) -> None: ...
    def HasField(self, field_name: typing_extensions.Literal[u"spec",b"spec"]) -> builtins.bool: ...
    def ClearField(self, field_name: typing_extensions.Literal[u"doc",b"doc",u"inversible",b"inversible",u"name",b"name",u"properties",b"properties",u"schema_preserving",b"schema_preserving",u"spec",b"spec",u"uuid",b"uuid"]) -> None: ...
global___Transform = Transform