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Sample Bigquery Streaming
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package main | |
import ( | |
"cloud.google.com/go/bigquery" | |
"context" | |
"google.golang.org/api/googleapi" | |
"log" | |
"time" | |
) | |
var ( | |
ProjectID string = "some-project-id" | |
DatasetID string = "dataset" | |
TableID string = "rankings" | |
) | |
// | |
// Record implements ValueSaver Interface. | |
// ----------------------------------------- | |
type Record struct { | |
Name string | |
Rank int | |
} | |
func (r *Record) Save() (map[string]bigquery.Value, string, error) { | |
return map[string]bigquery.Value{ | |
"name": r.Name, | |
"rank": r.Rank, | |
}, "", nil | |
} | |
// | |
// Main Function | |
// --------------- | |
func main() { | |
// | |
// 1. Create Connection To BigQuery | |
// ---------------------------------- | |
bqClient, bqConnErr := bigquery.NewClient(context.Background(), ProjectID) | |
if bqConnErr != nil { | |
log.Fatal("error connecting to bq, ", bqConnErr) | |
} | |
dataset := bqClient.Dataset(DatasetID) | |
// | |
// 2. Create Table For Storing Data | |
// ---------------------------------- | |
{ | |
tableSchema := bigquery.Schema{ | |
{Name: "name", Type: bigquery.StringFieldType}, | |
{Name: "rank", Type: bigquery.IntegerFieldType}, | |
} | |
tableMeta := &bigquery.TableMetadata{Schema: tableSchema} | |
tableReference := dataset.Table(TableID) | |
tblCreateErr := tableReference.Create(context.Background(), tableMeta) | |
if tblCreateErr != nil { | |
apiError := tblCreateErr.(*googleapi.Error) | |
if apiError.Code != 409 { | |
log.Fatal("Error creating table, ", tblCreateErr) | |
} | |
} | |
} | |
// | |
// 3. Try Streaming Insert API | |
// ----------------------------- | |
records := []*Record{ | |
{Name: "Simone " + time.Now().String(), Rank: 2}, | |
{Name: "Darth " + time.Now().String(), Rank: 3}, | |
} | |
log.Println("Inserting, ", records) | |
uploader := dataset.Table(TableID).Uploader() | |
putError := uploader.Put(context.Background(), records) | |
if putError != nil { | |
putMultiError := putError.(bigquery.PutMultiError) | |
for _, rowInsertionError := range putMultiError { | |
insertID := rowInsertionError.InsertID | |
rowIndex := rowInsertionError.RowIndex | |
errors := rowInsertionError.Errors | |
for _, error := range errors { | |
log.Println(insertID, rowIndex, error) | |
} | |
} | |
log.Fatal(putMultiError) | |
} | |
log.Println("done.") | |
} |
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