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serialization-perf's Introduction

Performance Analysis for Serialization Frameworks

We're testing Protobuf and JSON.

Schemas are provided by OpenConfig.

Benchmarking across languages, so see if acceptable performance is possible in each scenario.

Tests

Want to cover formats:

  • JSON
  • Protobuf
  • XML (low-priority)

Languages:

  • C / C++ (also using C frameworks)
    • jsoncpp
    • Google Protobuf
    • protobuf-c
  • Python (also Cython?)
    • stdlib JSON
    • Google Protobuf
    • ujson
  • Go
    • stdlib JSON
    • Google Protobuf
    • YGOT Marshal
  • Rust
    • quick-protobuf
    • rust-protobuf
    • stdlib json

Operations:

  • Serialize
  • Deserialize

Data:

  • Small messages (~1kB)
  • Big messages (~10 MB)

How to run

Running the tests is fairly simple, just issue the following two commands:

# Run the actual tests. This may take a while.
make
# Plot the results
./plot_results

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