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docs: add benchmarking results to documentation (#400)
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Diff for: ‎benchmarks/README.md

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@@ -8,3 +8,48 @@ The benchmarks do not measure the performance of target Python drivers nor the p
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1. Install `pytest-benchmark` with the following command `pip install pytest-benchmark`.
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2. Run the benchmarks with the following command `pytest <path to benchmark file>`.
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1. You have to run the command separately for each benchmark file.
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## Benchmark Results
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Tests ran on commit [3d473f6c12f495762d3b7436a97a0e6bd76361d7](https://github.com/awslabs/aws-advanced-python-wrapper/commit/3d473f6c12f495762d3b7436a97a0e6bd76361d7)
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## Summary
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| Benchmark | Overhead |
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|-----------------------------------------------------------------------------------------------------------------------------|----------|
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| Execute query with execution time plugin vs without execution time plugin | 128% |
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| Init and release read write splitting plugin with vs without internal connection pools | 103% |
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| Init and release read write splitting plugin and aurora connection tracker plugin with vs without internal connection pools | 102% |
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| Init plugin manager with vs without plugins | 271% |
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| Init host provider with vs without plugins | 100% |
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| Notify connection changed with vs without plugins | 106% |
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| Execute with vs without plugins | 105% |
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| Connect with vs without plugins | 100% |
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## Raw Data
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| Name (microseconds) | Min | Max | Mean |
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|----------------------------------------------------------------------------------------------------------------|--------|----------|--------|
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| test_create_cursor_baseline | 103.46 | 21863.92 | 176.86 |
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| test_init_and_release_with_read_write_splitting_plugin | 117.63 | 23399.29 | 155.63 |
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| test_init_and_release_with_execution_time_plugin | 118.13 | 11647.50 | 153.55 |
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| test_init_and_release_with_aurora_connection_tracker_plugin | 118.17 | 16153.21 | 173.76 |
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| test_init_and_release_with_read_write_splitting_plugin_internal_connection_pools | 121.38 | 23713.75 | 175.25 |
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| test_init_and_release_with_execute_time_and_aurora_connection_tracker_plugin | 126.17 | 20433.96 | 175.94 |
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| test_init_and_release_with_aurora_connection_tracker_and_read_write_splitting_plugin | 127.79 | 22220.75 | 181.27 |
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| test_init_and_release_with_aurora_connection_tracker_and_read_write_splitting_plugin_internal_connection_pools | 130.75 | 27415.50 | 178.62 |
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| test_execute_query_with_execute_time_plugin | 132.79 | 37440.38 | 248.63 |
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| Name (nanoseconds) | Min | Max | Mean |
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|------------------------------------------------|--------|-----------|------------|
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| test_init_plugin_manager_with_no_plugins | 875 | 34708 | 1040.50 |
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| test_init_plugin_manager_with_plugins | 2375 | 73917 | 2550.91 |
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| test_release_resources_with_no_plugins | 4625 | 67500 | 4889.21 |
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| test_init_host_provider_with_no_plugins | 49959 | 44311417 | 61497.79 |
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| test_init_host_provider_with_plugins | 50208 | 280917 | 58635.75 |
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| test_release_resources_with_plugins | 50250 | 634750 | 52090.03 |
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| test_notify_connection_changed_with_no_plugins | 50542 | 9588125 | 60554.89 |
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| test_notify_connection_changed_with_plugins | 53625 | 9803958 | 63355.84 |
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| test_execute_with_no_plugins | 78375 | 110642542 | 163380.40 |
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| test_execute_with_plugins | 82458 | 47187834 | 142509.64 |
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| test_connect_with_no_plugins | 802750 | 62966167 | 1316711.28 |
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| test_connect_with_plugins | 805458 | 157731334 | 1619050.00 |

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