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# @generated by generate_proto_mypy_stubs.py. Do not edit!
import sys
from feast.types.Value_pb2 import (
Value as feast___types___Value_pb2___Value,
)
from google.protobuf.descriptor import (
Descriptor as google___protobuf___descriptor___Descriptor,
EnumDescriptor as google___protobuf___descriptor___EnumDescriptor,
)
from google.protobuf.duration_pb2 import (
Duration as google___protobuf___duration_pb2___Duration,
)
from google.protobuf.internal.containers import (
RepeatedCompositeFieldContainer as google___protobuf___internal___containers___RepeatedCompositeFieldContainer,
RepeatedScalarFieldContainer as google___protobuf___internal___containers___RepeatedScalarFieldContainer,
)
from google.protobuf.message import (
Message as google___protobuf___message___Message,
)
from google.protobuf.timestamp_pb2 import (
Timestamp as google___protobuf___timestamp_pb2___Timestamp,
)
from typing import (
Iterable as typing___Iterable,
List as typing___List,
Mapping as typing___Mapping,
MutableMapping as typing___MutableMapping,
Optional as typing___Optional,
Text as typing___Text,
Tuple as typing___Tuple,
cast as typing___cast,
)
from typing_extensions import (
Literal as typing_extensions___Literal,
)
class FeastServingType(int):
DESCRIPTOR: google___protobuf___descriptor___EnumDescriptor = ...
@classmethod
def Name(cls, number: int) -> str: ...
@classmethod
def Value(cls, name: str) -> FeastServingType: ...
@classmethod
def keys(cls) -> typing___List[str]: ...
@classmethod
def values(cls) -> typing___List[FeastServingType]: ...
@classmethod
def items(cls) -> typing___List[typing___Tuple[str, FeastServingType]]: ...
FEAST_SERVING_TYPE_INVALID = typing___cast(FeastServingType, 0)
FEAST_SERVING_TYPE_ONLINE = typing___cast(FeastServingType, 1)
FEAST_SERVING_TYPE_BATCH = typing___cast(FeastServingType, 2)
FEAST_SERVING_TYPE_INVALID = typing___cast(FeastServingType, 0)
FEAST_SERVING_TYPE_ONLINE = typing___cast(FeastServingType, 1)
FEAST_SERVING_TYPE_BATCH = typing___cast(FeastServingType, 2)
class JobType(int):
DESCRIPTOR: google___protobuf___descriptor___EnumDescriptor = ...
@classmethod
def Name(cls, number: int) -> str: ...
@classmethod
def Value(cls, name: str) -> JobType: ...
@classmethod
def keys(cls) -> typing___List[str]: ...
@classmethod
def values(cls) -> typing___List[JobType]: ...
@classmethod
def items(cls) -> typing___List[typing___Tuple[str, JobType]]: ...
JOB_TYPE_INVALID = typing___cast(JobType, 0)
JOB_TYPE_DOWNLOAD = typing___cast(JobType, 1)
JOB_TYPE_INVALID = typing___cast(JobType, 0)
JOB_TYPE_DOWNLOAD = typing___cast(JobType, 1)
class JobStatus(int):
DESCRIPTOR: google___protobuf___descriptor___EnumDescriptor = ...
@classmethod
def Name(cls, number: int) -> str: ...
@classmethod
def Value(cls, name: str) -> JobStatus: ...
@classmethod
def keys(cls) -> typing___List[str]: ...
@classmethod
def values(cls) -> typing___List[JobStatus]: ...
@classmethod
def items(cls) -> typing___List[typing___Tuple[str, JobStatus]]: ...
JOB_STATUS_INVALID = typing___cast(JobStatus, 0)
JOB_STATUS_PENDING = typing___cast(JobStatus, 1)
JOB_STATUS_RUNNING = typing___cast(JobStatus, 2)
JOB_STATUS_DONE = typing___cast(JobStatus, 3)
JOB_STATUS_INVALID = typing___cast(JobStatus, 0)
JOB_STATUS_PENDING = typing___cast(JobStatus, 1)
JOB_STATUS_RUNNING = typing___cast(JobStatus, 2)
JOB_STATUS_DONE = typing___cast(JobStatus, 3)
class DataFormat(int):
DESCRIPTOR: google___protobuf___descriptor___EnumDescriptor = ...
@classmethod
def Name(cls, number: int) -> str: ...
@classmethod
def Value(cls, name: str) -> DataFormat: ...
@classmethod
def keys(cls) -> typing___List[str]: ...
@classmethod
def values(cls) -> typing___List[DataFormat]: ...
@classmethod
def items(cls) -> typing___List[typing___Tuple[str, DataFormat]]: ...
DATA_FORMAT_INVALID = typing___cast(DataFormat, 0)
DATA_FORMAT_AVRO = typing___cast(DataFormat, 1)
DATA_FORMAT_INVALID = typing___cast(DataFormat, 0)
DATA_FORMAT_AVRO = typing___cast(DataFormat, 1)
class GetFeastServingInfoRequest(google___protobuf___message___Message):
DESCRIPTOR: google___protobuf___descriptor___Descriptor = ...
def __init__(self,
) -> None: ...
@classmethod
def FromString(cls, s: bytes) -> GetFeastServingInfoRequest: ...
def MergeFrom(self, other_msg: google___protobuf___message___Message) -> None: ...
def CopyFrom(self, other_msg: google___protobuf___message___Message) -> None: ...
class GetFeastServingInfoResponse(google___protobuf___message___Message):
DESCRIPTOR: google___protobuf___descriptor___Descriptor = ...
version = ... # type: typing___Text
type = ... # type: FeastServingType
job_staging_location = ... # type: typing___Text
def __init__(self,
*,
version : typing___Optional[typing___Text] = None,
type : typing___Optional[FeastServingType] = None,
job_staging_location : typing___Optional[typing___Text] = None,
) -> None: ...
@classmethod
def FromString(cls, s: bytes) -> GetFeastServingInfoResponse: ...
def MergeFrom(self, other_msg: google___protobuf___message___Message) -> None: ...
def CopyFrom(self, other_msg: google___protobuf___message___Message) -> None: ...
if sys.version_info >= (3,):
def ClearField(self, field_name: typing_extensions___Literal[u"job_staging_location",u"type",u"version"]) -> None: ...
else:
def ClearField(self, field_name: typing_extensions___Literal[u"job_staging_location",b"job_staging_location",u"type",b"type",u"version",b"version"]) -> None: ...
class FeatureSetRequest(google___protobuf___message___Message):
DESCRIPTOR: google___protobuf___descriptor___Descriptor = ...
name = ... # type: typing___Text
version = ... # type: int
feature_names = ... # type: google___protobuf___internal___containers___RepeatedScalarFieldContainer[typing___Text]
@property
def max_age(self) -> google___protobuf___duration_pb2___Duration: ...
def __init__(self,
*,
name : typing___Optional[typing___Text] = None,
version : typing___Optional[int] = None,
feature_names : typing___Optional[typing___Iterable[typing___Text]] = None,
max_age : typing___Optional[google___protobuf___duration_pb2___Duration] = None,
) -> None: ...
@classmethod
def FromString(cls, s: bytes) -> FeatureSetRequest: ...
def MergeFrom(self, other_msg: google___protobuf___message___Message) -> None: ...
def CopyFrom(self, other_msg: google___protobuf___message___Message) -> None: ...
if sys.version_info >= (3,):
def HasField(self, field_name: typing_extensions___Literal[u"max_age"]) -> bool: ...
def ClearField(self, field_name: typing_extensions___Literal[u"feature_names",u"max_age",u"name",u"version"]) -> None: ...
else:
def HasField(self, field_name: typing_extensions___Literal[u"max_age",b"max_age"]) -> bool: ...
def ClearField(self, field_name: typing_extensions___Literal[u"feature_names",b"feature_names",u"max_age",b"max_age",u"name",b"name",u"version",b"version"]) -> None: ...
class GetOnlineFeaturesRequest(google___protobuf___message___Message):
DESCRIPTOR: google___protobuf___descriptor___Descriptor = ...
class EntityRow(google___protobuf___message___Message):
DESCRIPTOR: google___protobuf___descriptor___Descriptor = ...
class FieldsEntry(google___protobuf___message___Message):
DESCRIPTOR: google___protobuf___descriptor___Descriptor = ...
key = ... # type: typing___Text
@property
def value(self) -> feast___types___Value_pb2___Value: ...
def __init__(self,
*,
key : typing___Optional[typing___Text] = None,
value : typing___Optional[feast___types___Value_pb2___Value] = None,
) -> None: ...
@classmethod
def FromString(cls, s: bytes) -> GetOnlineFeaturesRequest.EntityRow.FieldsEntry: ...
def MergeFrom(self, other_msg: google___protobuf___message___Message) -> None: ...
def CopyFrom(self, other_msg: google___protobuf___message___Message) -> None: ...
if sys.version_info >= (3,):
def HasField(self, field_name: typing_extensions___Literal[u"value"]) -> bool: ...
def ClearField(self, field_name: typing_extensions___Literal[u"key",u"value"]) -> None: ...
else:
def HasField(self, field_name: typing_extensions___Literal[u"value",b"value"]) -> bool: ...
def ClearField(self, field_name: typing_extensions___Literal[u"key",b"key",u"value",b"value"]) -> None: ...
@property
def entity_timestamp(self) -> google___protobuf___timestamp_pb2___Timestamp: ...
@property
def fields(self) -> typing___MutableMapping[typing___Text, feast___types___Value_pb2___Value]: ...
def __init__(self,
*,
entity_timestamp : typing___Optional[google___protobuf___timestamp_pb2___Timestamp] = None,
fields : typing___Optional[typing___Mapping[typing___Text, feast___types___Value_pb2___Value]] = None,
) -> None: ...
@classmethod
def FromString(cls, s: bytes) -> GetOnlineFeaturesRequest.EntityRow: ...
def MergeFrom(self, other_msg: google___protobuf___message___Message) -> None: ...
def CopyFrom(self, other_msg: google___protobuf___message___Message) -> None: ...
if sys.version_info >= (3,):
def HasField(self, field_name: typing_extensions___Literal[u"entity_timestamp"]) -> bool: ...
def ClearField(self, field_name: typing_extensions___Literal[u"entity_timestamp",u"fields"]) -> None: ...
else:
def HasField(self, field_name: typing_extensions___Literal[u"entity_timestamp",b"entity_timestamp"]) -> bool: ...
def ClearField(self, field_name: typing_extensions___Literal[u"entity_timestamp",b"entity_timestamp",u"fields",b"fields"]) -> None: ...
omit_entities_in_response = ... # type: bool
@property
def feature_sets(self) -> google___protobuf___internal___containers___RepeatedCompositeFieldContainer[FeatureSetRequest]: ...
@property
def entity_rows(self) -> google___protobuf___internal___containers___RepeatedCompositeFieldContainer[GetOnlineFeaturesRequest.EntityRow]: ...
def __init__(self,
*,
feature_sets : typing___Optional[typing___Iterable[FeatureSetRequest]] = None,
entity_rows : typing___Optional[typing___Iterable[GetOnlineFeaturesRequest.EntityRow]] = None,
omit_entities_in_response : typing___Optional[bool] = None,
) -> None: ...
@classmethod
def FromString(cls, s: bytes) -> GetOnlineFeaturesRequest: ...
def MergeFrom(self, other_msg: google___protobuf___message___Message) -> None: ...
def CopyFrom(self, other_msg: google___protobuf___message___Message) -> None: ...
if sys.version_info >= (3,):
def ClearField(self, field_name: typing_extensions___Literal[u"entity_rows",u"feature_sets",u"omit_entities_in_response"]) -> None: ...
else:
def ClearField(self, field_name: typing_extensions___Literal[u"entity_rows",b"entity_rows",u"feature_sets",b"feature_sets",u"omit_entities_in_response",b"omit_entities_in_response"]) -> None: ...
class GetBatchFeaturesRequest(google___protobuf___message___Message):
DESCRIPTOR: google___protobuf___descriptor___Descriptor = ...
@property
def feature_sets(self) -> google___protobuf___internal___containers___RepeatedCompositeFieldContainer[FeatureSetRequest]: ...
@property
def dataset_source(self) -> DatasetSource: ...
def __init__(self,
*,
feature_sets : typing___Optional[typing___Iterable[FeatureSetRequest]] = None,
dataset_source : typing___Optional[DatasetSource] = None,
) -> None: ...
@classmethod
def FromString(cls, s: bytes) -> GetBatchFeaturesRequest: ...
def MergeFrom(self, other_msg: google___protobuf___message___Message) -> None: ...
def CopyFrom(self, other_msg: google___protobuf___message___Message) -> None: ...
if sys.version_info >= (3,):
def HasField(self, field_name: typing_extensions___Literal[u"dataset_source"]) -> bool: ...
def ClearField(self, field_name: typing_extensions___Literal[u"dataset_source",u"feature_sets"]) -> None: ...
else:
def HasField(self, field_name: typing_extensions___Literal[u"dataset_source",b"dataset_source"]) -> bool: ...
def ClearField(self, field_name: typing_extensions___Literal[u"dataset_source",b"dataset_source",u"feature_sets",b"feature_sets"]) -> None: ...
class GetOnlineFeaturesResponse(google___protobuf___message___Message):
DESCRIPTOR: google___protobuf___descriptor___Descriptor = ...
class FieldValues(google___protobuf___message___Message):
DESCRIPTOR: google___protobuf___descriptor___Descriptor = ...
class FieldsEntry(google___protobuf___message___Message):
DESCRIPTOR: google___protobuf___descriptor___Descriptor = ...
key = ... # type: typing___Text
@property
def value(self) -> feast___types___Value_pb2___Value: ...
def __init__(self,
*,
key : typing___Optional[typing___Text] = None,
value : typing___Optional[feast___types___Value_pb2___Value] = None,
) -> None: ...
@classmethod
def FromString(cls, s: bytes) -> GetOnlineFeaturesResponse.FieldValues.FieldsEntry: ...
def MergeFrom(self, other_msg: google___protobuf___message___Message) -> None: ...
def CopyFrom(self, other_msg: google___protobuf___message___Message) -> None: ...
if sys.version_info >= (3,):
def HasField(self, field_name: typing_extensions___Literal[u"value"]) -> bool: ...
def ClearField(self, field_name: typing_extensions___Literal[u"key",u"value"]) -> None: ...
else:
def HasField(self, field_name: typing_extensions___Literal[u"value",b"value"]) -> bool: ...
def ClearField(self, field_name: typing_extensions___Literal[u"key",b"key",u"value",b"value"]) -> None: ...
@property
def fields(self) -> typing___MutableMapping[typing___Text, feast___types___Value_pb2___Value]: ...
def __init__(self,
*,
fields : typing___Optional[typing___Mapping[typing___Text, feast___types___Value_pb2___Value]] = None,
) -> None: ...
@classmethod
def FromString(cls, s: bytes) -> GetOnlineFeaturesResponse.FieldValues: ...
def MergeFrom(self, other_msg: google___protobuf___message___Message) -> None: ...
def CopyFrom(self, other_msg: google___protobuf___message___Message) -> None: ...
if sys.version_info >= (3,):
def ClearField(self, field_name: typing_extensions___Literal[u"fields"]) -> None: ...
else:
def ClearField(self, field_name: typing_extensions___Literal[u"fields",b"fields"]) -> None: ...
@property
def field_values(self) -> google___protobuf___internal___containers___RepeatedCompositeFieldContainer[GetOnlineFeaturesResponse.FieldValues]: ...
def __init__(self,
*,
field_values : typing___Optional[typing___Iterable[GetOnlineFeaturesResponse.FieldValues]] = None,
) -> None: ...
@classmethod
def FromString(cls, s: bytes) -> GetOnlineFeaturesResponse: ...
def MergeFrom(self, other_msg: google___protobuf___message___Message) -> None: ...
def CopyFrom(self, other_msg: google___protobuf___message___Message) -> None: ...
if sys.version_info >= (3,):
def ClearField(self, field_name: typing_extensions___Literal[u"field_values"]) -> None: ...
else:
def ClearField(self, field_name: typing_extensions___Literal[u"field_values",b"field_values"]) -> None: ...
class GetBatchFeaturesResponse(google___protobuf___message___Message):
DESCRIPTOR: google___protobuf___descriptor___Descriptor = ...
@property
def job(self) -> Job: ...
def __init__(self,
*,
job : typing___Optional[Job] = None,
) -> None: ...
@classmethod
def FromString(cls, s: bytes) -> GetBatchFeaturesResponse: ...
def MergeFrom(self, other_msg: google___protobuf___message___Message) -> None: ...
def CopyFrom(self, other_msg: google___protobuf___message___Message) -> None: ...
if sys.version_info >= (3,):
def HasField(self, field_name: typing_extensions___Literal[u"job"]) -> bool: ...
def ClearField(self, field_name: typing_extensions___Literal[u"job"]) -> None: ...
else:
def HasField(self, field_name: typing_extensions___Literal[u"job",b"job"]) -> bool: ...
def ClearField(self, field_name: typing_extensions___Literal[u"job",b"job"]) -> None: ...
class GetJobRequest(google___protobuf___message___Message):
DESCRIPTOR: google___protobuf___descriptor___Descriptor = ...
@property
def job(self) -> Job: ...
def __init__(self,
*,
job : typing___Optional[Job] = None,
) -> None: ...
@classmethod
def FromString(cls, s: bytes) -> GetJobRequest: ...
def MergeFrom(self, other_msg: google___protobuf___message___Message) -> None: ...
def CopyFrom(self, other_msg: google___protobuf___message___Message) -> None: ...
if sys.version_info >= (3,):
def HasField(self, field_name: typing_extensions___Literal[u"job"]) -> bool: ...
def ClearField(self, field_name: typing_extensions___Literal[u"job"]) -> None: ...
else:
def HasField(self, field_name: typing_extensions___Literal[u"job",b"job"]) -> bool: ...
def ClearField(self, field_name: typing_extensions___Literal[u"job",b"job"]) -> None: ...
class GetJobResponse(google___protobuf___message___Message):
DESCRIPTOR: google___protobuf___descriptor___Descriptor = ...
@property
def job(self) -> Job: ...
def __init__(self,
*,
job : typing___Optional[Job] = None,
) -> None: ...
@classmethod
def FromString(cls, s: bytes) -> GetJobResponse: ...
def MergeFrom(self, other_msg: google___protobuf___message___Message) -> None: ...
def CopyFrom(self, other_msg: google___protobuf___message___Message) -> None: ...
if sys.version_info >= (3,):
def HasField(self, field_name: typing_extensions___Literal[u"job"]) -> bool: ...
def ClearField(self, field_name: typing_extensions___Literal[u"job"]) -> None: ...
else:
def HasField(self, field_name: typing_extensions___Literal[u"job",b"job"]) -> bool: ...
def ClearField(self, field_name: typing_extensions___Literal[u"job",b"job"]) -> None: ...
class Job(google___protobuf___message___Message):
DESCRIPTOR: google___protobuf___descriptor___Descriptor = ...
id = ... # type: typing___Text
type = ... # type: JobType
status = ... # type: JobStatus
error = ... # type: typing___Text
file_uris = ... # type: google___protobuf___internal___containers___RepeatedScalarFieldContainer[typing___Text]
data_format = ... # type: DataFormat
def __init__(self,
*,
id : typing___Optional[typing___Text] = None,
type : typing___Optional[JobType] = None,
status : typing___Optional[JobStatus] = None,
error : typing___Optional[typing___Text] = None,
file_uris : typing___Optional[typing___Iterable[typing___Text]] = None,
data_format : typing___Optional[DataFormat] = None,
) -> None: ...
@classmethod
def FromString(cls, s: bytes) -> Job: ...
def MergeFrom(self, other_msg: google___protobuf___message___Message) -> None: ...
def CopyFrom(self, other_msg: google___protobuf___message___Message) -> None: ...
if sys.version_info >= (3,):
def ClearField(self, field_name: typing_extensions___Literal[u"data_format",u"error",u"file_uris",u"id",u"status",u"type"]) -> None: ...
else:
def ClearField(self, field_name: typing_extensions___Literal[u"data_format",b"data_format",u"error",b"error",u"file_uris",b"file_uris",u"id",b"id",u"status",b"status",u"type",b"type"]) -> None: ...
class DatasetSource(google___protobuf___message___Message):
DESCRIPTOR: google___protobuf___descriptor___Descriptor = ...
class FileSource(google___protobuf___message___Message):
DESCRIPTOR: google___protobuf___descriptor___Descriptor = ...
file_uris = ... # type: google___protobuf___internal___containers___RepeatedScalarFieldContainer[typing___Text]
data_format = ... # type: DataFormat
def __init__(self,
*,
file_uris : typing___Optional[typing___Iterable[typing___Text]] = None,
data_format : typing___Optional[DataFormat] = None,
) -> None: ...
@classmethod
def FromString(cls, s: bytes) -> DatasetSource.FileSource: ...
def MergeFrom(self, other_msg: google___protobuf___message___Message) -> None: ...
def CopyFrom(self, other_msg: google___protobuf___message___Message) -> None: ...
if sys.version_info >= (3,):
def ClearField(self, field_name: typing_extensions___Literal[u"data_format",u"file_uris"]) -> None: ...
else:
def ClearField(self, field_name: typing_extensions___Literal[u"data_format",b"data_format",u"file_uris",b"file_uris"]) -> None: ...
@property
def file_source(self) -> DatasetSource.FileSource: ...
def __init__(self,
*,
file_source : typing___Optional[DatasetSource.FileSource] = None,
) -> None: ...
@classmethod
def FromString(cls, s: bytes) -> DatasetSource: ...
def MergeFrom(self, other_msg: google___protobuf___message___Message) -> None: ...
def CopyFrom(self, other_msg: google___protobuf___message___Message) -> None: ...
if sys.version_info >= (3,):
def HasField(self, field_name: typing_extensions___Literal[u"dataset_source",u"file_source"]) -> bool: ...
def ClearField(self, field_name: typing_extensions___Literal[u"dataset_source",u"file_source"]) -> None: ...
else:
def HasField(self, field_name: typing_extensions___Literal[u"dataset_source",b"dataset_source",u"file_source",b"file_source"]) -> bool: ...
def ClearField(self, field_name: typing_extensions___Literal[u"dataset_source",b"dataset_source",u"file_source",b"file_source"]) -> None: ...
def WhichOneof(self, oneof_group: typing_extensions___Literal[u"dataset_source",b"dataset_source"]) -> typing_extensions___Literal["file_source"]: ...