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Protobuf getAllFields() performance

We are using protobuf as our messaging, and each message, we loop thru the set fields, and do something with it.

We loop it using

    for ( final Map.Entry<Descriptors.FieldDescriptor, Object> entry : msg.getAllFields().entrySet()) {
            FieldDescriptor field = entry.getKey();
            Object value = entry.getValue();

Under profiler, we found that this GetAllFields uses most of the time, and I did some research, and it looks like there is no other way.

I know that we can use do something like this:

    for ( final FieldDescriptor field : msg.getDescriptorForType().getFields()) {
        if (!msg.hasField(field)){
            continue;
        }
        Object value = message.getField(field);

But getDescriptorForType returns all the fields rather than just the set ones.

Does anyone know of another better performing way to loop thru the fields? I believe the problem with getAllFields are creating a new map each time, and also reflection. Can i force it to use Trove map inside rather than a regular hashmap?

Thanks.

like image 745
Ted Avatar asked Sep 15 '25 13:09

Ted


1 Answers

getAllFields() is part of Protobuf's reflection interface (not to be confused with Java's reflection). Protobuf reflection is, alas, quite slow -- it's essentially like using an interpreted language rather than a compiled one.

If you need your code to be fast, the way to do it is to call the generated-code methods directly. Unfortunately this can be tedious if you're doing something repetitive to every field. One thing you might consider is writing a code generator plugin for protoc to auto-generate the repetitive code (much like protoc generates code for the protobuf classes themselves). For more on how to do that, see the docs on descriptor.proto.

like image 81
Kenton Varda Avatar answered Sep 18 '25 06:09

Kenton Varda