Apache beam pipeline cannot be updated on Dataflow - google-cloud-dataflow

Question

I am running a beam pipeline on Google Cloud Dataflow. however, the pipeline cannot be updated with exactly the same code. The pipeline looks like pipeline overview. And the code is as follows
import com.google.common.collect.Iterables;
import com.google.common.primitives.Ints;
import org.apache.beam.sdk.Pipeline;
import org.apache.beam.sdk.io.GenerateSequence;
import org.apache.beam.sdk.options.PipelineOptions;
import org.apache.beam.sdk.options.PipelineOptionsFactory;
import org.apache.beam.sdk.transforms.Create;
import org.apache.beam.sdk.transforms.DoFn;
import org.apache.beam.sdk.transforms.ParDo;
import org.apache.beam.sdk.transforms.View;
import org.apache.beam.sdk.values.PCollection;
import org.apache.beam.sdk.values.PCollectionView;
import org.joda.time.Duration;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
public class PipelineTest {
private static final Logger logger = LoggerFactory.getLogger(PipelineTest.class);
public static void main(String[] args) {
int[] shit = new int[1000];
for (int i = 0; i < shit.length; i++) {
shit[i] = i * i;
}
PipelineOptions options = PipelineOptionsFactory.create();
Pipeline pipeline = Pipeline.create(options);
PCollection<Iterable<Integer>> sideInput =
pipeline.apply("Create", Create.<Iterable<Integer>>of(Ints.asList(shit)));
PCollectionView<Iterable<Integer>> view =
sideInput.apply("CreateSideInput", View.asSingleton());
PCollection<String> done =
pipeline
.apply(
"FakeData",
GenerateSequence.from(0).to(50_000).withRate(10, Duration.standardSeconds(1)))
.apply(
"Map1",
ParDo.of(
new DoFn<Long, String>() {
#ProcessElement
public void processElement(ProcessContext ctx) {
Long element = ctx.element();
Iterable<Integer> v = ctx.sideInput(view);
String out = "element " + element + ", value " + Iterables.size(v);
logger.info("MAP1: " + out);
ctx.output(out);
}
})
.withSideInputs(view))
.apply(
"Map2",
ParDo.of(
new DoFn<String, String>() {
#ProcessElement
public void processElement(ProcessContext ctx) {
String element = ctx.element();
Iterable<Integer> v = ctx.sideInput(view);
String out = "element " + element + ", value " + Iterables.size(v);
logger.info("MAP2: " + out);
ctx.output(out);
}
})
.withSideInputs(view));
}
}
I tried to provide default value for the view as well as use two views. However, neither of them work. If the view is used in two independent transforms, the pipeline can be updated.