in bigquery/snippets/managedwriter/bigquerystorage_append_rows_pending.go [105:233]
func appendToPendingStream(w io.Writer, projectID, datasetID, tableID string) error {
// projectID := "myproject"
// datasetID := "mydataset"
// tableID := "mytable"
ctx := context.Background()
// Instantiate a managedwriter client to handle interactions with the service.
client, err := managedwriter.NewClient(ctx, projectID)
if err != nil {
return fmt.Errorf("managedwriter.NewClient: %w", err)
}
// Close the client when we exit the function.
defer client.Close()
// Create a new pending stream. We'll use the stream name to construct a writer.
pendingStream, err := client.CreateWriteStream(ctx, &storagepb.CreateWriteStreamRequest{
Parent: fmt.Sprintf("projects/%s/datasets/%s/tables/%s", projectID, datasetID, tableID),
WriteStream: &storagepb.WriteStream{
Type: storagepb.WriteStream_PENDING,
},
})
if err != nil {
return fmt.Errorf("CreateWriteStream: %w", err)
}
// We need to communicate the descriptor of the protocol buffer message we're using, which
// is analagous to the "schema" for the message. Both SampleData and SampleStruct are
// two distinct messages in the compiled proto file, so we'll use adapt.NormalizeDescriptor
// to unify them into a single self-contained descriptor representation.
m := &exampleproto.SampleData{}
descriptorProto, err := adapt.NormalizeDescriptor(m.ProtoReflect().Descriptor())
if err != nil {
return fmt.Errorf("NormalizeDescriptor: %w", err)
}
// Instantiate a ManagedStream, which manages low level details like connection state and provides
// additional features like a future-like callback for appends, etc. NewManagedStream can also create
// the stream on your behalf, but in this example we're being explicit about stream creation.
managedStream, err := client.NewManagedStream(ctx, managedwriter.WithStreamName(pendingStream.GetName()),
managedwriter.WithSchemaDescriptor(descriptorProto))
if err != nil {
return fmt.Errorf("NewManagedStream: %w", err)
}
defer managedStream.Close()
// First, we'll append a single row.
rows, err := generateExampleMessages(1)
if err != nil {
return fmt.Errorf("generateExampleMessages: %w", err)
}
// We'll keep track of the current offset in the stream with curOffset.
var curOffset int64
// We can append data asyncronously, so we'll check our appends at the end.
var results []*managedwriter.AppendResult
result, err := managedStream.AppendRows(ctx, rows, managedwriter.WithOffset(0))
if err != nil {
return fmt.Errorf("AppendRows first call error: %w", err)
}
results = append(results, result)
// Advance our current offset.
curOffset = curOffset + 1
// This time, we'll append three more rows in a single request.
rows, err = generateExampleMessages(3)
if err != nil {
return fmt.Errorf("generateExampleMessages: %w", err)
}
result, err = managedStream.AppendRows(ctx, rows, managedwriter.WithOffset(curOffset))
if err != nil {
return fmt.Errorf("AppendRows second call error: %w", err)
}
results = append(results, result)
// Advance our offset again.
curOffset = curOffset + 3
// Finally, we'll append two more rows.
rows, err = generateExampleMessages(2)
if err != nil {
return fmt.Errorf("generateExampleMessages: %w", err)
}
result, err = managedStream.AppendRows(ctx, rows, managedwriter.WithOffset(curOffset))
if err != nil {
return fmt.Errorf("AppendRows third call error: %w", err)
}
results = append(results, result)
// Now, we'll check that our batch of three appends all completed successfully.
// Monitoring the results could also be done out of band via a goroutine.
for k, v := range results {
// GetResult blocks until we receive a response from the API.
recvOffset, err := v.GetResult(ctx)
if err != nil {
return fmt.Errorf("append %d returned error: %w", k, err)
}
fmt.Fprintf(w, "Successfully appended data at offset %d.\n", recvOffset)
}
// We're now done appending to this stream. We now mark pending stream finalized, which blocks
// further appends.
rowCount, err := managedStream.Finalize(ctx)
if err != nil {
return fmt.Errorf("error during Finalize: %w", err)
}
fmt.Fprintf(w, "Stream %s finalized with %d rows.\n", managedStream.StreamName(), rowCount)
// To commit the data to the table, we need to run a batch commit. You can commit several streams
// atomically as a group, but in this instance we'll only commit the single stream.
req := &storagepb.BatchCommitWriteStreamsRequest{
Parent: managedwriter.TableParentFromStreamName(managedStream.StreamName()),
WriteStreams: []string{managedStream.StreamName()},
}
resp, err := client.BatchCommitWriteStreams(ctx, req)
if err != nil {
return fmt.Errorf("client.BatchCommit: %w", err)
}
if len(resp.GetStreamErrors()) > 0 {
return fmt.Errorf("stream errors present: %v", resp.GetStreamErrors())
}
fmt.Fprintf(w, "Table data committed at %s\n", resp.GetCommitTime().AsTime().Format(time.RFC3339Nano))
return nil
}