Created
December 24, 2019 05:04
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Apache Beam Golang UDF - Pipeline
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package main | |
import ( | |
"context" | |
"flag" | |
"reflect" | |
"github.com/apache/beam/sdks/go/pkg/beam" | |
_ "github.com/apache/beam/sdks/go/pkg/beam/io/filesystem/gcs" | |
"github.com/apache/beam/sdks/go/pkg/beam/io/textio" | |
"github.com/apache/beam/sdks/go/pkg/beam/log" | |
"github.com/apache/beam/sdks/go/pkg/beam/x/beamx" | |
"github.com/apache/beam/sdks/go/pkg/beam/x/debug" | |
udf "github.com/marceloneppel/apache-beam-golang-udf" | |
"github.com/marceloneppel/apache-beam-golang-udf/examples/common" | |
) | |
type parse struct { | |
Location string | |
} | |
func (c *parse) ProcessElement(ctx context.Context, line string, emit func(string)) { | |
function, err := udf.GetFunction(ctx, "./parse.go", "csv", "Parse") | |
if err != nil { | |
log.Infof(ctx, err.Error()) | |
return | |
} | |
emit(function.(func(string) string)(line)) | |
} | |
func init() { | |
beam.RegisterType(reflect.TypeOf((*parse)(nil)).Elem()) | |
} | |
func main() { | |
flag.Parse() | |
beam.Init() | |
p := beam.NewPipeline() | |
s := p.Root() | |
lines := textio.Read(s, "./file.csv") | |
processedLines := beam.ParDo(s, &parse{ | |
Location: *common.Location, | |
}, lines) | |
debug.Print(s, processedLines) | |
beamx.Run(context.Background(), p) | |
} |
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