BigQueryWriteAsyncClient(*, credentials: google.auth.credentials.Credentials = None, transport: Union[str, google.cloud.bigquery_storage_v1.services.big_query_write.transports.base.BigQueryWriteTransport] = 'grpc_asyncio', client_options: <module 'google.api_core.client_options' from '/workspace/python-bigquery-storage/.nox/docfx/lib/python3.9/site-packages/google/api_core/client_options.py'> = None, client_info: google.api_core.gapic_v1.client_info.ClientInfo = <google.api_core.gapic_v1.client_info.ClientInfo object>)
BigQuery Write API. The Write API can be used to write data to BigQuery. For supplementary information about the Write API, see: https://cloud.google.com/bigquery/docs/write-api
Properties
transport
Returns the transport used by the client instance.
Type | Description |
BigQueryWriteTransport | The transport used by the client instance. |
Methods
BigQueryWriteAsyncClient
BigQueryWriteAsyncClient(*, credentials: google.auth.credentials.Credentials = None, transport: Union[str, google.cloud.bigquery_storage_v1.services.big_query_write.transports.base.BigQueryWriteTransport] = 'grpc_asyncio', client_options: <module 'google.api_core.client_options' from '/workspace/python-bigquery-storage/.nox/docfx/lib/python3.9/site-packages/google/api_core/client_options.py'> = None, client_info: google.api_core.gapic_v1.client_info.ClientInfo = <google.api_core.gapic_v1.client_info.ClientInfo object>)
Instantiates the big query write client.
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 |
Union[str,
The transport to use. If set to None, a transport is chosen automatically. |
client_options |
ClientOptions
Custom options for the client. It won't take effect if a |
Type | Description |
google.auth.exceptions.MutualTlsChannelError | If mutual TLS transport creation failed for any reason. |
append_rows
append_rows(requests: Optional[AsyncIterator[google.cloud.bigquery_storage_v1.types.storage.AppendRowsRequest]] = None, *, retry: google.api_core.retry.Retry = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())
Appends data to the given stream.
If offset
is specified, the offset
is checked against
the end of stream. The server returns OUT_OF_RANGE
in
AppendRowsResponse
if an attempt is made to append to an
offset beyond the current end of the stream or
ALREADY_EXISTS
if user provides an offset
that has
already been written to. User can retry with adjusted offset
within the same RPC connection. If offset
is not specified,
append happens at the end of the stream.
The response contains an optional offset at which the append happened. No offset information will be returned for appends to a default stream.
Responses are received in the same order in which requests are sent. There will be one response for each successful inserted request. Responses may optionally embed error information if the originating AppendRequest was not successfully processed.
The specifics of when successfully appended data is made visible to the table are governed by the type of stream:
For COMMITTED streams (which includes the default stream), data is visible immediately upon successful append.
For BUFFERED streams, data is made visible via a subsequent
FlushRows
rpc which advances a cursor to a newer offset in the stream.For PENDING streams, data is not made visible until the stream itself is finalized (via the
FinalizeWriteStream
rpc), and the stream is explicitly committed via theBatchCommitWriteStreams
rpc.
Name | Description |
requests |
AsyncIterator[
The request object AsyncIterator. Request message for |
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. |
Type | Description |
AsyncIterable[google.cloud.bigquery_storage_v1.types.AppendRowsResponse] | Response message for AppendRows. |
batch_commit_write_streams
batch_commit_write_streams(request: Optional[google.cloud.bigquery_storage_v1.types.storage.BatchCommitWriteStreamsRequest] = None, *, parent: Optional[str] = None, retry: google.api_core.retry.Retry = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())
Atomically commits a group of PENDING
streams that belong to
the same parent
table.
Streams must be finalized before commit and cannot be committed multiple times. Once a stream is committed, data in the stream becomes available for read operations.
Name | Description |
request |
BatchCommitWriteStreamsRequest
The request object. Request message for |
parent |
Required. Parent table that all the streams should belong to, in the form of |
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. |
Type | Description |
google.cloud.bigquery_storage_v1.types.BatchCommitWriteStreamsResponse | Response message for BatchCommitWriteStreams. |
common_billing_account_path
common_billing_account_path(billing_account: str)
Returns a fully-qualified billing_account string.
common_folder_path
common_folder_path(folder: str)
Returns a fully-qualified folder string.
common_location_path
common_location_path(project: str, location: str)
Returns a fully-qualified location string.
common_organization_path
common_organization_path(organization: str)
Returns a fully-qualified organization string.
common_project_path
common_project_path(project: str)
Returns a fully-qualified project string.
create_write_stream
create_write_stream(request: Optional[google.cloud.bigquery_storage_v1.types.storage.CreateWriteStreamRequest] = None, *, parent: Optional[str] = None, write_stream: Optional[google.cloud.bigquery_storage_v1.types.stream.WriteStream] = None, retry: google.api_core.retry.Retry = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())
Creates a write stream to the given table. Additionally, every table has a special stream named '_default' to which data can be written. This stream doesn't need to be created using CreateWriteStream. It is a stream that can be used simultaneously by any number of clients. Data written to this stream is considered committed as soon as an acknowledgement is received.
Name | Description |
request |
CreateWriteStreamRequest
The request object. Request message for |
parent |
Required. Reference to the table to which the stream belongs, in the format of |
write_stream |
WriteStream
Required. Stream to be created. This corresponds to the |
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. |
Type | Description |
google.cloud.bigquery_storage_v1.types.WriteStream | Information about a single stream that gets data inside the storage system. |
finalize_write_stream
finalize_write_stream(request: Optional[google.cloud.bigquery_storage_v1.types.storage.FinalizeWriteStreamRequest] = None, *, name: Optional[str] = None, retry: google.api_core.retry.Retry = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())
Finalize a write stream so that no new data can be appended to the stream. Finalize is not supported on the '_default' stream.
Name | Description |
request |
FinalizeWriteStreamRequest
The request object. Request message for invoking |
name |
Required. Name of the stream to finalize, in the form of |
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. |
Type | Description |
google.cloud.bigquery_storage_v1.types.FinalizeWriteStreamResponse | Response message for FinalizeWriteStream. |
flush_rows
flush_rows(request: Optional[google.cloud.bigquery_storage_v1.types.storage.FlushRowsRequest] = None, *, write_stream: Optional[str] = None, retry: google.api_core.retry.Retry = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())
Flushes rows to a BUFFERED stream.
If users are appending rows to BUFFERED stream, flush operation is required in order for the rows to become available for reading. A Flush operation flushes up to any previously flushed offset in a BUFFERED stream, to the offset specified in the request.
Flush is not supported on the _default stream, since it is not BUFFERED.
Name | Description |
request |
FlushRowsRequest
The request object. Request message for |
write_stream |
Required. The stream that is the target of the flush operation. This corresponds to the |
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. |
Type | Description |
google.cloud.bigquery_storage_v1.types.FlushRowsResponse | Respond message for FlushRows. |
from_service_account_file
from_service_account_file(filename: str, *args, **kwargs)
Creates an instance of this client using the provided credentials file.
Name | Description |
filename |
str
The path to the service account private key json file. |
Type | Description |
BigQueryWriteAsyncClient | 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.
Name | Description |
info |
dict
The service account private key info. |
Type | Description |
BigQueryWriteAsyncClient | 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.
Name | Description |
filename |
str
The path to the service account private key json file. |
Type | Description |
BigQueryWriteAsyncClient | The constructed client. |
get_transport_class
get_transport_class()
Returns an appropriate transport class.
get_write_stream
get_write_stream(request: Optional[google.cloud.bigquery_storage_v1.types.storage.GetWriteStreamRequest] = None, *, name: Optional[str] = None, retry: google.api_core.retry.Retry = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())
Gets information about a write stream.
Name | Description |
request |
GetWriteStreamRequest
The request object. Request message for |
name |
Required. Name of the stream to get, in the form of |
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. |
Type | Description |
google.cloud.bigquery_storage_v1.types.WriteStream | Information about a single stream that gets data inside the storage system. |
parse_common_billing_account_path
parse_common_billing_account_path(path: str)
Parse a billing_account path into its component segments.
parse_common_folder_path
parse_common_folder_path(path: str)
Parse a folder path into its component segments.
parse_common_location_path
parse_common_location_path(path: str)
Parse a location path into its component segments.
parse_common_organization_path
parse_common_organization_path(path: str)
Parse a organization path into its component segments.
parse_common_project_path
parse_common_project_path(path: str)
Parse a project path into its component segments.
parse_table_path
parse_table_path(path: str)
Parses a table path into its component segments.
parse_write_stream_path
parse_write_stream_path(path: str)
Parses a write_stream path into its component segments.
table_path
table_path(project: str, dataset: str, table: str)
Returns a fully-qualified table string.
write_stream_path
write_stream_path(project: str, dataset: str, table: str, stream: str)
Returns a fully-qualified write_stream string.