Class BigQueryReadClient (2.26.0)

BigQueryReadClient(*, credentials: typing.Optional[google.auth.credentials.Credentials] = None, transport: typing.Optional[typing.Union[str, google.cloud.bigquery_storage_v1beta2.services.big_query_read.transports.base.BigQueryReadTransport, typing.Callable[[...], google.cloud.bigquery_storage_v1beta2.services.big_query_read.transports.base.BigQueryReadTransport]]] = None, client_options: typing.Optional[typing.Union[google.api_core.client_options.ClientOptions, dict]] = None, client_info: google.api_core.gapic_v1.client_info.ClientInfo = <google.api_core.gapic_v1.client_info.ClientInfo object>)

Client for interacting with BigQuery Storage API.

The BigQuery storage API can be used to read data stored in BigQuery.

Properties

api_endpoint

Return the API endpoint used by the client instance.

Returns
Type	Description
`str`	The API endpoint used by the client instance.

transport

Returns the transport used by the client instance.

Returns
Type	Description
`BigQueryReadTransport`	The transport used by the client instance.

universe_domain

Return the universe domain used by the client instance.

Returns
Type	Description
`str`	The universe domain used by the client instance.

Methods

BigQueryReadClient

BigQueryReadClient(*, credentials: typing.Optional[google.auth.credentials.Credentials] = None, transport: typing.Optional[typing.Union[str, google.cloud.bigquery_storage_v1beta2.services.big_query_read.transports.base.BigQueryReadTransport, typing.Callable[[...], google.cloud.bigquery_storage_v1beta2.services.big_query_read.transports.base.BigQueryReadTransport]]] = None, client_options: typing.Optional[typing.Union[google.api_core.client_options.ClientOptions, dict]] = None, client_info: google.api_core.gapic_v1.client_info.ClientInfo = <google.api_core.gapic_v1.client_info.ClientInfo object>)

Instantiates the big query read client.

Parameters
Name	Description
`credentials`	`Optional[google.auth.credentials.Credentials]` The authorization credentials to attach to requests. These credentials identify the application to the service; if none are specified, the client will attempt to ascertain the credentials from the environment.
`transport`	`Optional[Union[str,BigQueryReadTransport,Callable[..., BigQueryReadTransport]]]` The transport to use, or a Callable that constructs and returns a new transport. If a Callable is given, it will be called with the same set of initialization arguments as used in the BigQueryReadTransport constructor. If set to None, a transport is chosen automatically.
`client_options`	`Optional[Union[google.api_core.client_options.ClientOptions, dict]]` Custom options for the client. 1. The `api_endpoint` property can be used to override the default endpoint provided by the client when `transport` is not explicitly provided. Only if this property is not set and `transport` was not explicitly provided, the endpoint is determined by the GOOGLE_API_USE_MTLS_ENDPOINT environment variable, which have one of the following values: "always" (always use the default mTLS endpoint), "never" (always use the default regular endpoint) and "auto" (auto-switch to the default mTLS endpoint if client certificate is present; this is the default value). 2. If the GOOGLE_API_USE_CLIENT_CERTIFICATE environment variable is "true", then the `client_cert_source` property can be used to provide a client certificate for mTLS transport. If not provided, the default SSL client certificate will be used if present. If GOOGLE_API_USE_CLIENT_CERTIFICATE is "false" or not set, no client certificate will be used. 3. The `universe_domain` property can be used to override the default "googleapis.com" universe. Note that the `api_endpoint` property still takes precedence; and `universe_domain` is currently not supported for mTLS.
`client_info`	`google.api_core.gapic_v1.client_info.ClientInfo` The client info used to send a user-agent string along with API requests. If `None`, then default info will be used. Generally, you only need to set this if you're developing your own client library.

Exceptions
Type	Description
`google.auth.exceptions.MutualTLSChannelError`	If mutual TLS transport creation failed for any reason.

exit

__exit__(type, value, traceback)

Releases underlying transport's resources.

common_billing_account_path

common_billing_account_path(billing_account: str) -> str

Returns a fully-qualified billing_account string.

common_folder_path

common_folder_path(folder: str) -> str

Returns a fully-qualified folder string.

common_location_path

common_location_path(project: str, location: str) -> str

Returns a fully-qualified location string.

common_organization_path

common_organization_path(organization: str) -> str

Returns a fully-qualified organization string.

common_project_path

common_project_path(project: str) -> str

Returns a fully-qualified project string.

create_read_session

create_read_session(
    request: typing.Optional[
        typing.Union[
            google.cloud.bigquery_storage_v1beta2.types.storage.CreateReadSessionRequest,
            dict,
        ]
    ] = None,
    *,
    parent: typing.Optional[str] = None,
    read_session: typing.Optional[
        google.cloud.bigquery_storage_v1beta2.types.stream.ReadSession
    ] = None,
    max_stream_count: typing.Optional[int] = None,
    retry: typing.Optional[
        typing.Union[
            google.api_core.retry.retry_unary.Retry,
            google.api_core.gapic_v1.method._MethodDefault,
        ]
    ] = _MethodDefault._DEFAULT_VALUE,
    timeout: typing.Union[float, object] = _MethodDefault._DEFAULT_VALUE,
    metadata: typing.Sequence[typing.Tuple[str, str]] = ()
) -> google.cloud.bigquery_storage_v1beta2.types.stream.ReadSession

Creates a new read session. A read session divides the contents of a BigQuery table into one or more streams, which can then be used to read data from the table. The read session also specifies properties of the data to be read, such as a list of columns or a push-down filter describing the rows to be returned.

A particular row can be read by at most one stream. When the caller has reached the end of each stream in the session, then all the data in the table has been read.

Data is assigned to each stream such that roughly the same number of rows can be read from each stream. Because the server-side unit for assigning data is collections of rows, the API does not guarantee that each stream will return the same number or rows. Additionally, the limits are enforced based on the number of pre-filtered rows, so some filters can lead to lopsided assignments.

Read sessions automatically expire 6 hours after they are created and do not require manual clean-up by the caller.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import bigquery_storage_v1beta2

def sample_create_read_session():
    # Create a client
    client = bigquery_storage_v1beta2.BigQueryReadClient()

    # Initialize request argument(s)
    request = bigquery_storage_v1beta2.CreateReadSessionRequest(
        parent="parent_value",
    )

    # Make the request
    response = client.create_read_session(request=request)

    # Handle the response
    print(response)

Parameters
Name	Description
`request`	`Union[google.cloud.bigquery_storage_v1beta2.types.CreateReadSessionRequest, dict]` The request object. Request message for `CreateReadSession`.
`parent`	`str` Required. The request project that owns the session, in the form of `projects/{project_id}`. This corresponds to the `parent` field on the `request` instance; if `request` is provided, this should not be set.
`read_session`	`google.cloud.bigquery_storage_v1beta2.types.ReadSession` Required. Session to be created. This corresponds to the `read_session` field on the `request` instance; if `request` is provided, this should not be set.
`max_stream_count`	`int` Max initial number of streams. If unset or zero, the server will provide a value of streams so as to produce reasonable throughput. Must be non-negative. The number of streams may be lower than the requested number, depending on the amount parallelism that is reasonable for the table. Error will be returned if the max count is greater than the current system max limit of 1,000. Streams must be read starting from offset 0. This corresponds to the `max_stream_count` field on the `request` instance; if `request` is provided, this should not be set.
`retry`	`google.api_core.retry.Retry` Designation of what errors, if any, should be retried.
`timeout`	`float` The timeout for this request.
`metadata`	`Sequence[Tuple[str, str]]` Strings which should be sent along with the request as metadata.

Returns
Type	Description
`google.cloud.bigquery_storage_v1beta2.types.ReadSession`	Information about the ReadSession.

from_service_account_file

from_service_account_file(filename: str, *args, **kwargs)

Creates an instance of this client using the provided credentials file.

Parameter
Name	Description
`filename`	`str` The path to the service account private key json file.

Returns
Type	Description
`BigQueryReadClient`	The constructed client.

from_service_account_info

from_service_account_info(info: dict, *args, **kwargs)

Creates an instance of this client using the provided credentials info.

Parameter
Name	Description
`info`	`dict` The service account private key info.

Returns
Type	Description
`BigQueryReadClient`	The constructed client.

from_service_account_json

from_service_account_json(filename: str, *args, **kwargs)

Creates an instance of this client using the provided credentials file.

Parameter
Name	Description
`filename`	`str` The path to the service account private key json file.

Returns
Type	Description
`BigQueryReadClient`	The constructed client.

get_mtls_endpoint_and_cert_source

get_mtls_endpoint_and_cert_source(
    client_options: typing.Optional[
        google.api_core.client_options.ClientOptions
    ] = None,
)

Deprecated. Return the API endpoint and client cert source for mutual TLS.

The client cert source is determined in the following order: (1) if GOOGLE_API_USE_CLIENT_CERTIFICATE environment variable is not "true", the client cert source is None. (2) if client_options.client_cert_source is provided, use the provided one; if the default client cert source exists, use the default one; otherwise the client cert source is None.

The API endpoint is determined in the following order: (1) if client_options.api_endpoint if provided, use the provided one. (2) if GOOGLE_API_USE_CLIENT_CERTIFICATE environment variable is "always", use the default mTLS endpoint; if the environment variable is "never", use the default API endpoint; otherwise if client cert source exists, use the default mTLS endpoint, otherwise use the default API endpoint.

More details can be found at https://google.aip.dev/auth/4114.

Parameter
Name	Description
`client_options`	`google.api_core.client_options.ClientOptions` Custom options for the client. Only the `api_endpoint` and `client_cert_source` properties may be used in this method.

Exceptions
Type	Description
`google.auth.exceptions.MutualTLSChannelError`	If any errors happen.

Returns
Type	Description
`Tuple[str, Callable[[], Tuple[bytes, bytes]]]`	returns the API endpoint and the client cert source to use.

parse_common_billing_account_path

parse_common_billing_account_path(path: str) -> typing.Dict[str, str]

Parse a billing_account path into its component segments.

parse_common_folder_path

parse_common_folder_path(path: str) -> typing.Dict[str, str]

Parse a folder path into its component segments.

parse_common_location_path

parse_common_location_path(path: str) -> typing.Dict[str, str]

Parse a location path into its component segments.

parse_common_organization_path

parse_common_organization_path(path: str) -> typing.Dict[str, str]

Parse a organization path into its component segments.

parse_common_project_path

parse_common_project_path(path: str) -> typing.Dict[str, str]

Parse a project path into its component segments.

parse_read_session_path

parse_read_session_path(path: str) -> typing.Dict[str, str]

Parses a read_session path into its component segments.

parse_read_stream_path

parse_read_stream_path(path: str) -> typing.Dict[str, str]

Parses a read_stream path into its component segments.

parse_table_path

parse_table_path(path: str) -> typing.Dict[str, str]

Parses a table path into its component segments.

read_rows

read_rows(
    name,
    offset=0,
    retry=_MethodDefault._DEFAULT_VALUE,
    timeout=_MethodDefault._DEFAULT_VALUE,
    metadata=(),
    retry_delay_callback=None,
)

Reads rows from the table in the format prescribed by the read session. Each response contains one or more table rows, up to a maximum of 10 MiB per response; read requests which attempt to read individual rows larger than this will fail.

Each request also returns a set of stream statistics reflecting the estimated total number of rows in the read stream. This number is computed based on the total table size and the number of active streams in the read session, and may change as other streams continue to read data.

.. rubric:: Example

from google.cloud import bigquery_storage

client = bigquery_storage.BigQueryReadClient()

TODO: Initialize table:

table = "projects/{}/datasets/{}/tables/{}".format( ... 'project_id': 'your-data-project-id', ... 'dataset_id': 'your_dataset_id', ... 'table_id': 'your_table_id', ... )

TODO: Initialize parent:

parent = 'projects/your-billing-project-id'

requested_session = bigquery_storage.types.ReadSession( ... table=table, ... data_format=bigquery_storage.types.DataFormat.AVRO, ... ) session = client.create_read_session( ... parent=parent, read_session=requested_session ... )

stream = session.streams[0], # TODO: Also read any other streams. read_rows_stream = client.read_rows(stream.name)

for element in read_rows_stream.rows(session): ... # process element ... pass

Parameters
Name	Description
`name`	`str` Required. Name of the stream to start reading from, of the form `projects/{project_id}/locations/{location}/sessions/{session_id}/streams/{stream_id}`
`offset`	`Optional[int]` The starting offset from which to begin reading rows from in the stream. The offset requested must be less than the last row read from ReadRows. Requesting a larger offset is undefined.
`retry`	`Optional[google.api_core.retry.Retry]` A retry object used to retry requests. If `None` is specified, requests will not be retried.
`timeout`	`Optional[float]` The amount of time, in seconds, to wait for the request to complete. Note that if `retry` is specified, the timeout applies to each individual attempt.
`metadata`	`Optional[Sequence[Tuple[str, str]]]` Additional metadata that is provided to the method.
`retry_delay_callback`	`Optional[Callable[[float], None]]` If the client receives a retryable error that asks the client to delay its next attempt and retry_delay_callback is not None, BigQueryReadClient will call retry_delay_callback with the delay duration (in seconds) before it starts sleeping until the next attempt.

Exceptions
Type	Description
`google.api_core.exceptions.GoogleAPICallError`	If the request failed for any reason.
`google.api_core.exceptions.RetryError`	If the request failed due to a retryable error and retry attempts failed.
`ValueError`	If the parameters are invalid.

Returns
Type	Description
`ReadRowsStream`	An iterable of ReadRowsResponse.

read_session_path

read_session_path(project: str, location: str, session: str) -> str

Returns a fully-qualified read_session string.

read_stream_path

read_stream_path(project: str, location: str, session: str, stream: str) -> str

Returns a fully-qualified read_stream string.

split_read_stream

split_read_stream(
    request: typing.Optional[
        typing.Union[
            google.cloud.bigquery_storage_v1beta2.types.storage.SplitReadStreamRequest,
            dict,
        ]
    ] = None,
    *,
    retry: typing.Optional[
        typing.Union[
            google.api_core.retry.retry_unary.Retry,
            google.api_core.gapic_v1.method._MethodDefault,
        ]
    ] = _MethodDefault._DEFAULT_VALUE,
    timeout: typing.Union[float, object] = _MethodDefault._DEFAULT_VALUE,
    metadata: typing.Sequence[typing.Tuple[str, str]] = ()
) -> google.cloud.bigquery_storage_v1beta2.types.storage.SplitReadStreamResponse

Splits a given ReadStream into two ReadStream objects. These ReadStream objects are referred to as the primary and the residual streams of the split. The original ReadStream can still be read from in the same manner as before. Both of the returned ReadStream objects can also be read from, and the rows returned by both child streams will be the same as the rows read from the original stream.

Moreover, the two child streams will be allocated back-to-back in the original ReadStream. Concretely, it is guaranteed that for streams original, primary, and residual, that original[0-j] = primary[0-j] and original[j-n] = residual[0-m] once the streams have been read to completion.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import bigquery_storage_v1beta2

def sample_split_read_stream():
    # Create a client
    client = bigquery_storage_v1beta2.BigQueryReadClient()

    # Initialize request argument(s)
    request = bigquery_storage_v1beta2.SplitReadStreamRequest(
        name="name_value",
    )

    # Make the request
    response = client.split_read_stream(request=request)

    # Handle the response
    print(response)

Parameters
Name	Description
`request`	`Union[google.cloud.bigquery_storage_v1beta2.types.SplitReadStreamRequest, dict]` The request object. Request message for `SplitReadStream`.
`retry`	`google.api_core.retry.Retry` Designation of what errors, if any, should be retried.
`timeout`	`float` The timeout for this request.
`metadata`	`Sequence[Tuple[str, str]]` Strings which should be sent along with the request as metadata.

table_path

table_path(project: str, dataset: str, table: str) -> str

Returns a fully-qualified table string.

Class BigQueryReadClient (2.26.0)

Properties

api_endpoint

transport

universe_domain

Methods

BigQueryReadClient

exit

common_billing_account_path

common_folder_path

common_location_path

common_organization_path

common_project_path

create_read_session

from_service_account_file

from_service_account_info

from_service_account_json

get_mtls_endpoint_and_cert_source

parse_common_billing_account_path

parse_common_folder_path

parse_common_location_path

parse_common_organization_path

parse_common_project_path

parse_read_session_path

parse_read_stream_path

parse_table_path

read_rows

TODO: Initialize `table`:

TODO: Initialize `parent`:

read_session_path

read_stream_path

split_read_stream

table_path

Class BigQueryReadClient (2.26.0)

Properties

api_endpoint

transport

universe_domain

Methods

BigQueryReadClient

__exit__

common_billing_account_path

common_folder_path

common_location_path

common_organization_path

common_project_path

create_read_session

from_service_account_file

from_service_account_info

from_service_account_json

get_mtls_endpoint_and_cert_source

parse_common_billing_account_path

parse_common_folder_path

parse_common_location_path

parse_common_organization_path

parse_common_project_path

parse_read_session_path

parse_read_stream_path

parse_table_path

read_rows

TODO: Initialize table:

TODO: Initialize parent:

read_session_path

read_stream_path

split_read_stream

table_path

exit

TODO: Initialize `table`:

TODO: Initialize `parent`: