aws-samples/jsii-python-benchmarking

Code samples that accompany the AWS blog post on jsii

jsii-python-benchmarking

Benchmark jsii Python module vs native counterpart

Benchmark native Python

1. run cd native-python
2. run pip install -r requirements.txt
3. run python -m timeit "import benchmark; benchmark.my_function()"

native module timeit results:

1. From an AWS Workspaces VM with 4 Cores and 8 GiB RAM running Windows 10 (and Ubuntu 19.10 WSL).

2000 loops, best of 5: 117 usec per loop

2. From a 2019 MacBook Pro with 2.8 GHz Intel Core i7 and 16GiB RAM running macOS Mojave.

5000 loops, best of 5: 69.4 usec per loop

Benchmark jsii Python

1. run cd jsii-python
2. run pip install -r requirements.txt
3. run python -m timeit "import benchmark; benchmark.my_function()"

jsii module timeit results:

1. From an AWS Workspaces VM with 4 Cores and 8 GiB RAM running Windows 10 (and Ubuntu 19.10 WSL).

1 loop, best of 5: 14 msec per loop

2. From a 2019 MacBook Pro with 2.8 GHz Intel Core i7 and 16GiB RAM running macOS Mojave.

50 loops, best of 5: 6.7 msec per loop

P.S.: Thanks to this detailed article for the help with benchmarking Python code

License

This library is licensed under the MIT-0 License. See the LICENSE file.