"""

@generated by mypy-protobuf. Do not edit manually!

isort:skip_file

Copyright 2020 The Feast Authors

Licensed under the Apache License, Version 2.0 (the "License");

you may not use this file except in compliance with the License.

You may obtain a copy of the License at

https://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software

distributed under the License is distributed on an "AS IS" BASIS,

WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.

See the License for the specific language governing permissions and

limitations under the License.

"""

import builtins

import collections.abc

import feast.core.DataFormat_pb2

import feast.core.Feature_pb2

import feast.types.Value_pb2

import google.protobuf.descriptor

import google.protobuf.duration_pb2

import google.protobuf.internal.containers

import google.protobuf.internal.enum_type_wrapper

import google.protobuf.message

import google.protobuf.timestamp_pb2

import sys

import typing

if sys.version_info >= (3, 10):

import typing as typing_extensions

else:

import typing_extensions

DESCRIPTOR: google.protobuf.descriptor.FileDescriptor

class DataSource(google.protobuf.message.Message):

"""Defines a Data Source that can be used source Feature data

Next available id: 28

"""

DESCRIPTOR: google.protobuf.descriptor.Descriptor

class _SourceType:

ValueType = typing.NewType("ValueType", builtins.int)

V: typing_extensions.TypeAlias = ValueType

class _SourceTypeEnumTypeWrapper(google.protobuf.internal.enum_type_wrapper._EnumTypeWrapper[DataSource._SourceType.ValueType], builtins.type): # noqa: F821

DESCRIPTOR: google.protobuf.descriptor.EnumDescriptor

INVALID: DataSource._SourceType.ValueType # 0

BATCH_FILE: DataSource._SourceType.ValueType # 1

BATCH_SNOWFLAKE: DataSource._SourceType.ValueType # 8

BATCH_BIGQUERY: DataSource._SourceType.ValueType # 2

BATCH_REDSHIFT: DataSource._SourceType.ValueType # 5

STREAM_KAFKA: DataSource._SourceType.ValueType # 3

STREAM_KINESIS: DataSource._SourceType.ValueType # 4

CUSTOM_SOURCE: DataSource._SourceType.ValueType # 6

REQUEST_SOURCE: DataSource._SourceType.ValueType # 7

PUSH_SOURCE: DataSource._SourceType.ValueType # 9

BATCH_TRINO: DataSource._SourceType.ValueType # 10

BATCH_SPARK: DataSource._SourceType.ValueType # 11

BATCH_ATHENA: DataSource._SourceType.ValueType # 12

class SourceType(_SourceType, metaclass=_SourceTypeEnumTypeWrapper):

"""Type of Data Source.

Next available id: 12

"""

INVALID: DataSource.SourceType.ValueType # 0

BATCH_FILE: DataSource.SourceType.ValueType # 1

BATCH_SNOWFLAKE: DataSource.SourceType.ValueType # 8

BATCH_BIGQUERY: DataSource.SourceType.ValueType # 2

BATCH_REDSHIFT: DataSource.SourceType.ValueType # 5

STREAM_KAFKA: DataSource.SourceType.ValueType # 3

STREAM_KINESIS: DataSource.SourceType.ValueType # 4

CUSTOM_SOURCE: DataSource.SourceType.ValueType # 6

REQUEST_SOURCE: DataSource.SourceType.ValueType # 7

PUSH_SOURCE: DataSource.SourceType.ValueType # 9

BATCH_TRINO: DataSource.SourceType.ValueType # 10

BATCH_SPARK: DataSource.SourceType.ValueType # 11

BATCH_ATHENA: DataSource.SourceType.ValueType # 12

class TagsEntry(google.protobuf.message.Message):

DESCRIPTOR: google.protobuf.descriptor.Descriptor

KEY_FIELD_NUMBER: builtins.int

VALUE_FIELD_NUMBER: builtins.int

key: builtins.str

value: builtins.str

def __init__(

self,

*,

key: builtins.str = ...,

value: builtins.str = ...,

) -> None: ...

def ClearField(self, field_name: typing_extensions.Literal["key", b"key", "value", b"value"]) -> None: ...

class FieldMappingEntry(google.protobuf.message.Message):

DESCRIPTOR: google.protobuf.descriptor.Descriptor

KEY_FIELD_NUMBER: builtins.int

VALUE_FIELD_NUMBER: builtins.int

key: builtins.str

value: builtins.str

def __init__(

self,

*,

key: builtins.str = ...,

value: builtins.str = ...,

) -> None: ...

def ClearField(self, field_name: typing_extensions.Literal["key", b"key", "value", b"value"]) -> None: ...

class SourceMeta(google.protobuf.message.Message):

DESCRIPTOR: google.protobuf.descriptor.Descriptor

EARLIESTEVENTTIMESTAMP_FIELD_NUMBER: builtins.int

LATESTEVENTTIMESTAMP_FIELD_NUMBER: builtins.int

CREATED_TIMESTAMP_FIELD_NUMBER: builtins.int

LAST_UPDATED_TIMESTAMP_FIELD_NUMBER: builtins.int

@property

def earliestEventTimestamp(self) -> google.protobuf.timestamp_pb2.Timestamp: ...

@property

def latestEventTimestamp(self) -> google.protobuf.timestamp_pb2.Timestamp: ...

@property

def created_timestamp(self) -> google.protobuf.timestamp_pb2.Timestamp: ...

@property

def last_updated_timestamp(self) -> google.protobuf.timestamp_pb2.Timestamp: ...

def __init__(

self,

*,

earliestEventTimestamp: google.protobuf.timestamp_pb2.Timestamp | None = ...,

latestEventTimestamp: google.protobuf.timestamp_pb2.Timestamp | None = ...,

created_timestamp: google.protobuf.timestamp_pb2.Timestamp | None = ...,

last_updated_timestamp: google.protobuf.timestamp_pb2.Timestamp | None = ...,

) -> None: ...

def HasField(self, field_name: typing_extensions.Literal["created_timestamp", b"created_timestamp", "earliestEventTimestamp", b"earliestEventTimestamp", "last_updated_timestamp", b"last_updated_timestamp", "latestEventTimestamp", b"latestEventTimestamp"]) -> builtins.bool: ...

def ClearField(self, field_name: typing_extensions.Literal["created_timestamp", b"created_timestamp", "earliestEventTimestamp", b"earliestEventTimestamp", "last_updated_timestamp", b"last_updated_timestamp", "latestEventTimestamp", b"latestEventTimestamp"]) -> None: ...

class FileOptions(google.protobuf.message.Message):

"""Defines options for DataSource that sources features from a file"""

DESCRIPTOR: google.protobuf.descriptor.Descriptor

FILE_FORMAT_FIELD_NUMBER: builtins.int

URI_FIELD_NUMBER: builtins.int

S3_ENDPOINT_OVERRIDE_FIELD_NUMBER: builtins.int

@property

def file_format(self) -> feast.core.DataFormat_pb2.FileFormat: ...

uri: builtins.str

"""Target URL of file to retrieve and source features from.

s3://path/to/file for AWS S3 storage

gs://path/to/file for GCP GCS storage

file:///path/to/file for local storage

"""

s3_endpoint_override: builtins.str

"""override AWS S3 storage endpoint with custom S3 endpoint"""

def __init__(

self,

*,

file_format: feast.core.DataFormat_pb2.FileFormat | None = ...,

uri: builtins.str = ...,

s3_endpoint_override: builtins.str = ...,

) -> None: ...

def HasField(self, field_name: typing_extensions.Literal["file_format", b"file_format"]) -> builtins.bool: ...

def ClearField(self, field_name: typing_extensions.Literal["file_format", b"file_format", "s3_endpoint_override", b"s3_endpoint_override", "uri", b"uri"]) -> None: ...

class BigQueryOptions(google.protobuf.message.Message):

"""Defines options for DataSource that sources features from a BigQuery Query"""

DESCRIPTOR: google.protobuf.descriptor.Descriptor

TABLE_FIELD_NUMBER: builtins.int

QUERY_FIELD_NUMBER: builtins.int

table: builtins.str

"""Full table reference in the form of [project:dataset.table]"""

query: builtins.str

"""SQL query that returns a table containing feature data. Must contain an event_timestamp column, and respective

entity columns

"""

def __init__(

self,

*,

table: builtins.str = ...,

query: builtins.str = ...,

) -> None: ...

def ClearField(self, field_name: typing_extensions.Literal["query", b"query", "table", b"table"]) -> None: ...

class TrinoOptions(google.protobuf.message.Message):

"""Defines options for DataSource that sources features from a Trino Query"""

DESCRIPTOR: google.protobuf.descriptor.Descriptor

TABLE_FIELD_NUMBER: builtins.int

QUERY_FIELD_NUMBER: builtins.int

table: builtins.str

"""Full table reference in the form of [project:dataset.table]"""

query: builtins.str

"""SQL query that returns a table containing feature data. Must contain an event_timestamp column, and respective

entity columns

"""

def __init__(

self,

*,

table: builtins.str = ...,

query: builtins.str = ...,

) -> None: ...

def ClearField(self, field_name: typing_extensions.Literal["query", b"query", "table", b"table"]) -> None: ...

class KafkaOptions(google.protobuf.message.Message):

"""Defines options for DataSource that sources features from Kafka messages.

Each message should be a Protobuf that can be decoded with the generated

Java Protobuf class at the given class path

"""

DESCRIPTOR: google.protobuf.descriptor.Descriptor

KAFKA_BOOTSTRAP_SERVERS_FIELD_NUMBER: builtins.int

TOPIC_FIELD_NUMBER: builtins.int

MESSAGE_FORMAT_FIELD_NUMBER: builtins.int

WATERMARK_DELAY_THRESHOLD_FIELD_NUMBER: builtins.int

kafka_bootstrap_servers: builtins.str

"""Comma separated list of Kafka bootstrap servers. Used for feature tables without a defined source host[:port]]"""

topic: builtins.str

"""Kafka topic to collect feature data from."""

@property

def message_format(self) -> feast.core.DataFormat_pb2.StreamFormat:

"""Defines the stream data format encoding feature/entity data in Kafka messages."""

@property

def watermark_delay_threshold(self) -> google.protobuf.duration_pb2.Duration:

"""Watermark delay threshold for stream data"""

def __init__(

self,

*,

kafka_bootstrap_servers: builtins.str = ...,

topic: builtins.str = ...,

message_format: feast.core.DataFormat_pb2.StreamFormat | None = ...,

watermark_delay_threshold: google.protobuf.duration_pb2.Duration | None = ...,

) -> None: ...

def HasField(self, field_name: typing_extensions.Literal["message_format", b"message_format", "watermark_delay_threshold", b"watermark_delay_threshold"]) -> builtins.bool: ...

def ClearField(self, field_name: typing_extensions.Literal["kafka_bootstrap_servers", b"kafka_bootstrap_servers", "message_format", b"message_format", "topic", b"topic", "watermark_delay_threshold", b"watermark_delay_threshold"]) -> None: ...

class KinesisOptions(google.protobuf.message.Message):

"""Defines options for DataSource that sources features from Kinesis records.

Each record should be a Protobuf that can be decoded with the generated

Java Protobuf class at the given class path

"""

DESCRIPTOR: google.protobuf.descriptor.Descriptor

REGION_FIELD_NUMBER: builtins.int

STREAM_NAME_FIELD_NUMBER: builtins.int

RECORD_FORMAT_FIELD_NUMBER: builtins.int

region: builtins.str

"""AWS region of the Kinesis stream"""

stream_name: builtins.str

"""Name of the Kinesis stream to obtain feature data from."""

@property

def record_format(self) -> feast.core.DataFormat_pb2.StreamFormat:

"""Defines the data format encoding the feature/entity data in Kinesis records.

Kinesis Data Sources support Avro and Proto as data formats.

"""

def __init__(

self,

*,

region: builtins.str = ...,

stream_name: builtins.str = ...,

record_format: feast.core.DataFormat_pb2.StreamFormat | None = ...,

) -> None: ...

def HasField(self, field_name: typing_extensions.Literal["record_format", b"record_format"]) -> builtins.bool: ...

def ClearField(self, field_name: typing_extensions.Literal["record_format", b"record_format", "region", b"region", "stream_name", b"stream_name"]) -> None: ...

class RedshiftOptions(google.protobuf.message.Message):

"""Defines options for DataSource that sources features from a Redshift Query"""

DESCRIPTOR: google.protobuf.descriptor.Descriptor

TABLE_FIELD_NUMBER: builtins.int

QUERY_FIELD_NUMBER: builtins.int

SCHEMA_FIELD_NUMBER: builtins.int

DATABASE_FIELD_NUMBER: builtins.int

table: builtins.str

"""Redshift table name"""

query: builtins.str

"""SQL query that returns a table containing feature data. Must contain an event_timestamp column, and respective

entity columns

"""

schema: builtins.str

"""Redshift schema name"""

database: builtins.str

"""Redshift database name"""

def __init__(

self,

*,

table: builtins.str = ...,

query: builtins.str = ...,

schema: builtins.str = ...,

database: builtins.str = ...,

) -> None: ...

def ClearField(self, field_name: typing_extensions.Literal["database", b"database", "query", b"query", "schema", b"schema", "table", b"table"]) -> None: ...

class AthenaOptions(google.protobuf.message.Message):

"""Defines options for DataSource that sources features from a Athena Query"""

DESCRIPTOR: google.protobuf.descriptor.Descriptor

TABLE_FIELD_NUMBER: builtins.int

QUERY_FIELD_NUMBER: builtins.int

DATABASE_FIELD_NUMBER: builtins.int

DATA_SOURCE_FIELD_NUMBER: builtins.int

table: builtins.str

"""Athena table name"""

query: builtins.str

"""SQL query that returns a table containing feature data. Must contain an event_timestamp column, and respective

entity columns

"""

database: builtins.str

"""Athena database name"""

data_source: builtins.str

"""Athena schema name"""

def __init__(

self,

*,

table: builtins.str = ...,

query: builtins.str = ...,

database: builtins.str = ...,

data_source: builtins.str = ...,

) -> None: ...

def ClearField(self, field_name: typing_extensions.Literal["data_source", b"data_source", "database", b"database", "query", b"query", "table", b"table"]) -> None: ...

class SnowflakeOptions(google.protobuf.message.Message):

"""Defines options for DataSource that sources features from a Snowflake Query"""

DESCRIPTOR: google.protobuf.descriptor.Descriptor

TABLE_FIELD_NUMBER: builtins.int

QUERY_FIELD_NUMBER: builtins.int

SCHEMA_FIELD_NUMBER: builtins.int

DATABASE_FIELD_NUMBER: builtins.int

table: builtins.str

"""Snowflake table name"""

query: builtins.str

"""SQL query that returns a table containing feature data. Must contain an event_timestamp column, and respective

entity columns

"""

schema: builtins.str

"""Snowflake schema name"""

database: builtins.str

"""Snowflake schema name"""

def __init__(

self,

*,

table: builtins.str = ...,

query: builtins.str = ...,

schema: builtins.str = ...,

database: builtins.str = ...,

) -> None: ...

def ClearField(self, field_name: typing_extensions.Literal["database", b"database", "query", b"query", "schema", b"schema", "table", b"table"]) -> None: ...

class SparkOptions(google.protobuf.message.Message):

"""Defines options for DataSource that sources features from a spark table/query"""

DESCRIPTOR: google.protobuf.descriptor.Descriptor

TABLE_FIELD_NUMBER: builtins.int

QUERY_FIELD_NUMBER: builtins.int

PATH_FIELD_NUMBER: builtins.int

FILE_FORMAT_FIELD_NUMBER: builtins.int

DATE_PARTITION_COLUMN_FORMAT_FIELD_NUMBER: builtins.int

table: builtins.str

"""Table name"""

query: builtins.str

"""Spark SQl query that returns the table, this is an alternative to `table`"""

path: builtins.str

"""Path from which spark can read the table, this is an alternative to `table`"""

file_format: builtins.str

"""Format of files at `path` (e.g. parquet, avro, etc)"""

date_partition_column_format: builtins.str

"""Date Format of date partition column (e.g. %Y-%m-%d)"""

def __init__(

self,

*,

table: builtins.str = ...,

query: builtins.str = ...,

path: builtins.str = ...,

file_format: builtins.str = ...,

date_partition_column_format: builtins.str = ...,

) -> None: ...

def ClearField(self, field_name: typing_extensions.Literal["date_partition_column_format", b"date_partition_column_format", "file_format", b"file_format", "path", b"path", "query", b"query", "table", b"table"]) -> None: ...

class CustomSourceOptions(google.protobuf.message.Message):

"""Defines configuration for custom third-party data sources."""

DESCRIPTOR: google.protobuf.descriptor.Descriptor

CONFIGURATION_FIELD_NUMBER: builtins.int

configuration: builtins.bytes

"""Serialized configuration information for the data source. The implementer of the custom data source is

responsible for serializing and deserializing data from bytes

"""

def __init__(

self,

*,

configuration: builtins.bytes = ...,

) -> None: ...

def ClearField(self, field_name: typing_extensions.Literal["configuration", b"configuration"]) -> None: ...

class RequestDataOptions(google.protobuf.message.Message):

"""Defines options for DataSource that sources features from request data"""

DESCRIPTOR: google.protobuf.descriptor.Descriptor

class DeprecatedSchemaEntry(google.protobuf.message.Message):

DESCRIPTOR: google.protobuf.descriptor.Descriptor

KEY_FIELD_NUMBER: builtins.int

VALUE_FIELD_NUMBER: builtins.int

key: builtins.str

value: feast.types.Value_pb2.ValueType.Enum.ValueType

def __init__(

self,

*,

key: builtins.str = ...,

value: feast.types.Value_pb2.ValueType.Enum.ValueType = ...,

) -> None: ...

def ClearField(self, field_name: typing_extensions.Literal["key", b"key", "value", b"value"]) -> None: ...

DEPRECATED_SCHEMA_FIELD_NUMBER: builtins.int

SCHEMA_FIELD_NUMBER: builtins.int

@property

def deprecated_schema(self) -> google.protobuf.internal.containers.ScalarMap[builtins.str, feast.types.Value_pb2.ValueType.Enum.ValueType]:

"""Mapping of feature name to type"""

@property

def schema(self) -> google.protobuf.internal.containers.RepeatedCompositeFieldContainer[feast.core.Feature_pb2.FeatureSpecV2]: ...

def __init__(

self,

*,

deprecated_schema: collections.abc.Mapping[builtins.str, feast.types.Value_pb2.ValueType.Enum.ValueType] | None = ...,

schema: collections.abc.Iterable[feast.core.Feature_pb2.FeatureSpecV2] | None = ...,

) -> None: ...

def ClearField(self, field_name: typing_extensions.Literal["deprecated_schema", b"deprecated_schema", "schema", b"schema"]) -> None: ...

class PushOptions(google.protobuf.message.Message):

"""Defines options for DataSource that supports pushing data to it. This allows data to be pushed to

the online store on-demand, such as by stream consumers.

"""

DESCRIPTOR: google.protobuf.descriptor.Descriptor

def __init__(

self,

) -> None: ...

NAME_FIELD_NUMBER: builtins.int

PROJECT_FIELD_NUMBER: builtins.int

DESCRIPTION_FIELD_NUMBER: builtins.int

TAGS_FIELD_NUMBER: builtins.int

OWNER_FIELD_NUMBER: builtins.int

TYPE_FIELD_NUMBER: builtins.int

FIELD_MAPPING_FIELD_NUMBER: builtins.int

TIMESTAMP_FIELD_FIELD_NUMBER: builtins.int

DATE_PARTITION_COLUMN_FIELD_NUMBER: builtins.int

CREATED_TIMESTAMP_COLUMN_FIELD_NUMBER: builtins.int

DATA_SOURCE_CLASS_TYPE_FIELD_NUMBER: builtins.int

BATCH_SOURCE_FIELD_NUMBER: builtins.int

META_FIELD_NUMBER: builtins.int

FILE_OPTIONS_FIELD_NUMBER: builtins.int

BIGQUERY_OPTIONS_FIELD_NUMBER: builtins.int

KAFKA_OPTIONS_FIELD_NUMBER: builtins.int

KINESIS_OPTIONS_FIELD_NUMBER: builtins.int

REDSHIFT_OPTIONS_FIELD_NUMBER: builtins.int

REQUEST_DATA_OPTIONS_FIELD_NUMBER: builtins.int

CUSTOM_OPTIONS_FIELD_NUMBER: builtins.int

SNOWFLAKE_OPTIONS_FIELD_NUMBER: builtins.int

PUSH_OPTIONS_FIELD_NUMBER: builtins.int

SPARK_OPTIONS_FIELD_NUMBER: builtins.int

TRINO_OPTIONS_FIELD_NUMBER: builtins.int

ATHENA_OPTIONS_FIELD_NUMBER: builtins.int

name: builtins.str

"""Unique name of data source within the project"""

project: builtins.str

"""Name of Feast project that this data source belongs to."""

description: builtins.str

@property

def tags(self) -> google.protobuf.internal.containers.ScalarMap[builtins.str, builtins.str]: ...

owner: builtins.str

type: global___DataSource.SourceType.ValueType

@property

def field_mapping(self) -> google.protobuf.internal.containers.ScalarMap[builtins.str, builtins.str]:

"""Defines mapping between fields in the sourced data

and fields in parent FeatureTable.

"""

timestamp_field: builtins.str

"""Must specify event timestamp column name"""

date_partition_column: builtins.str

"""(Optional) Specify partition column

useful for file sources

"""

created_timestamp_column: builtins.str

"""Must specify creation timestamp column name"""

data_source_class_type: builtins.str

"""This is an internal field that is represents the python class for the data source object a proto object represents.

This should be set by feast, and not by users.

The field is used primarily by custom data sources and is mandatory for them to set. Feast may set it for

first party sources as well.

"""

@property

def batch_source(self) -> global___DataSource:

"""Optional batch source for streaming sources for historical features and materialization."""

@property

def meta(self) -> global___DataSource.SourceMeta: ...

@property

def file_options(self) -> global___DataSource.FileOptions: ...

@property

def bigquery_options(self) -> global___DataSource.BigQueryOptions: ...

@property

def kafka_options(self) -> global___DataSource.KafkaOptions: ...

@property

def kinesis_options(self) -> global___DataSource.KinesisOptions: ...

@property

def redshift_options(self) -> global___DataSource.RedshiftOptions: ...

@property

def request_data_options(self) -> global___DataSource.RequestDataOptions: ...

@property

def custom_options(self) -> global___DataSource.CustomSourceOptions: ...

@property

def snowflake_options(self) -> global___DataSource.SnowflakeOptions: ...

@property

def push_options(self) -> global___DataSource.PushOptions: ...

@property

def spark_options(self) -> global___DataSource.SparkOptions: ...

@property

def trino_options(self) -> global___DataSource.TrinoOptions: ...

@property

def athena_options(self) -> global___DataSource.AthenaOptions: ...

def __init__(

self,

*,

name: builtins.str = ...,

project: builtins.str = ...,

description: builtins.str = ...,

tags: collections.abc.Mapping[builtins.str, builtins.str] | None = ...,

owner: builtins.str = ...,

type: global___DataSource.SourceType.ValueType = ...,

field_mapping: collections.abc.Mapping[builtins.str, builtins.str] | None = ...,

timestamp_field: builtins.str = ...,

date_partition_column: builtins.str = ...,

created_timestamp_column: builtins.str = ...,

data_source_class_type: builtins.str = ...,

batch_source: global___DataSource | None = ...,

meta: global___DataSource.SourceMeta | None = ...,

file_options: global___DataSource.FileOptions | None = ...,

bigquery_options: global___DataSource.BigQueryOptions | None = ...,

kafka_options: global___DataSource.KafkaOptions | None = ...,

kinesis_options: global___DataSource.KinesisOptions | None = ...,

redshift_options: global___DataSource.RedshiftOptions | None = ...,

request_data_options: global___DataSource.RequestDataOptions | None = ...,

custom_options: global___DataSource.CustomSourceOptions | None = ...,

snowflake_options: global___DataSource.SnowflakeOptions | None = ...,

push_options: global___DataSource.PushOptions | None = ...,

spark_options: global___DataSource.SparkOptions | None = ...,

trino_options: global___DataSource.TrinoOptions | None = ...,

athena_options: global___DataSource.AthenaOptions | None = ...,

) -> None: ...

def HasField(self, field_name: typing_extensions.Literal["athena_options", b"athena_options", "batch_source", b"batch_source", "bigquery_options", b"bigquery_options", "custom_options", b"custom_options", "file_options", b"file_options", "kafka_options", b"kafka_options", "kinesis_options", b"kinesis_options", "meta", b"meta", "options", b"options", "push_options", b"push_options", "redshift_options", b"redshift_options", "request_data_options", b"request_data_options", "snowflake_options", b"snowflake_options", "spark_options", b"spark_options", "trino_options", b"trino_options"]) -> builtins.bool: ...

def ClearField(self, field_name: typing_extensions.Literal["athena_options", b"athena_options", "batch_source", b"batch_source", "bigquery_options", b"bigquery_options", "created_timestamp_column", b"created_timestamp_column", "custom_options", b"custom_options", "data_source_class_type", b"data_source_class_type", "date_partition_column", b"date_partition_column", "description", b"description", "field_mapping", b"field_mapping", "file_options", b"file_options", "kafka_options", b"kafka_options", "kinesis_options", b"kinesis_options", "meta", b"meta", "name", b"name", "options", b"options", "owner", b"owner", "project", b"project", "push_options", b"push_options", "redshift_options", b"redshift_options", "request_data_options", b"request_data_options", "snowflake_options", b"snowflake_options", "spark_options", b"spark_options", "tags", b"tags", "timestamp_field", b"timestamp_field", "trino_options", b"trino_options", "type", b"type"]) -> None: ...

def WhichOneof(self, oneof_group: typing_extensions.Literal["options", b"options"]) -> typing_extensions.Literal["file_options", "bigquery_options", "kafka_options", "kinesis_options", "redshift_options", "request_data_options", "custom_options", "snowflake_options", "push_options", "spark_options", "trino_options", "athena_options"] | None: ...

global___DataSource = DataSource

class DataSourceList(google.protobuf.message.Message):

DESCRIPTOR: google.protobuf.descriptor.Descriptor

DATASOURCES_FIELD_NUMBER: builtins.int

@property

def datasources(self) -> google.protobuf.internal.containers.RepeatedCompositeFieldContainer[global___DataSource]: ...

def __init__(

self,

*,

datasources: collections.abc.Iterable[global___DataSource] | None = ...,

) -> None: ...

def ClearField(self, field_name: typing_extensions.Literal["datasources", b"datasources"]) -> None: ...

global___DataSourceList = DataSourceList