Add more comments and docstrings #169
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The following actions use a deprecated Node.js version and will be forced to run on node20: actions/cache@v3. For more info: https://github.blog/changelog/2024-03-07-github-actions-all-actions-will-run-on-node20-instead-of-node16-by-default/
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docs/docs/how-tos/map-reduce.ipynb#L1
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fanout_to_subgraph_10x: Mean +- std dev: 59.4 ms +- 1.3 ms
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WARNING: the benchmark result may be unstable
* the standard deviation (6.17 ms) is 11% of the mean (56.2 ms)
Try to rerun the benchmark with more runs, values and/or loops.
Run 'python -m pyperf system tune' command to reduce the system jitter.
Use pyperf stats, pyperf dump and pyperf hist to analyze results.
Use --quiet option to hide these warnings.
fanout_to_subgraph_10x_sync: Mean +- std dev: 56.2 ms +- 6.2 ms
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fanout_to_subgraph_10x_checkpoint: Mean +- std dev: 76.8 ms +- 1.0 ms
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fanout_to_subgraph_10x_checkpoint_sync: Mean +- std dev: 81.4 ms +- 0.5 ms
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fanout_to_subgraph_100x: Mean +- std dev: 546 ms +- 7 ms
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fanout_to_subgraph_100x_sync: Mean +- std dev: 503 ms +- 5 ms
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fanout_to_subgraph_100x_checkpoint: Mean +- std dev: 747 ms +- 16 ms
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fanout_to_subgraph_100x_checkpoint_sync: Mean +- std dev: 787 ms +- 6 ms
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react_agent_10x: Mean +- std dev: 41.4 ms +- 3.0 ms
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react_agent_10x_sync: Mean +- std dev: 29.9 ms +- 0.2 ms
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react_agent_10x_checkpoint: Mean +- std dev: 53.2 ms +- 1.4 ms
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react_agent_10x_checkpoint_sync: Mean +- std dev: 42.9 ms +- 2.8 ms
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react_agent_100x: Mean +- std dev: 414 ms +- 8 ms
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react_agent_100x_sync: Mean +- std dev: 332 ms +- 3 ms
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react_agent_100x_checkpoint: Mean +- std dev: 913 ms +- 8 ms
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react_agent_100x_checkpoint_sync: Mean +- std dev: 813 ms +- 7 ms
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wide_state_25x300: Mean +- std dev: 20.6 ms +- 0.3 ms
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wide_state_25x300_sync: Mean +- std dev: 12.8 ms +- 0.1 ms
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wide_state_25x300_checkpoint: Mean +- std dev: 237 ms +- 7 ms
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wide_state_25x300_checkpoint_sync: Mean +- std dev: 234 ms +- 14 ms
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wide_state_15x600: Mean +- std dev: 23.7 ms +- 0.4 ms
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wide_state_15x600_sync: Mean +- std dev: 14.8 ms +- 0.2 ms
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wide_state_15x600_checkpoint: Mean +- std dev: 415 ms +- 13 ms
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wide_state_15x600_checkpoint_sync: Mean +- std dev: 414 ms +- 17 ms
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wide_state_9x1200: Mean +- std dev: 23.8 ms +- 0.4 ms
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wide_state_9x1200_sync: Mean +- std dev: 14.8 ms +- 0.1 ms
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wide_state_9x1200_checkpoint: Mean +- std dev: 268 ms +- 10 ms
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wide_state_9x1200_checkpoint_sync: Mean +- std dev: 264 ms +- 13 ms
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docs/docs/how-tos/map-reduce.ipynb#L1
+-----------------------------------------+---------+-----------------------+
| Benchmark | main | changes |
+=========================================+=========+=======================+
| fanout_to_subgraph_10x_sync | 59.3 ms | 56.2 ms: 1.06x faster |
+-----------------------------------------+---------+-----------------------+
| react_agent_100x_sync | 343 ms | 332 ms: 1.04x faster |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_10x_checkpoint | 79.5 ms | 76.8 ms: 1.04x faster |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_10x_checkpoint_sync | 84.1 ms | 81.4 ms: 1.03x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_25x300_checkpoint | 243 ms | 237 ms: 1.03x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_15x600_checkpoint | 426 ms | 415 ms: 1.03x faster |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_100x_checkpoint | 767 ms | 747 ms: 1.03x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_9x1200_checkpoint | 274 ms | 268 ms: 1.02x faster |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_100x_checkpoint_sync | 801 ms | 787 ms: 1.02x faster |
+-----------------------------------------+---------+-----------------------+
| react_agent_100x_checkpoint_sync | 827 ms | 813 ms: 1.02x faster |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_100x | 554 ms | 546 ms: 1.02x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_15x600 | 24.1 ms | 23.7 ms: 1.02x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_9x1200 | 24.1 ms | 23.8 ms: 1.01x faster |
+-----------------------------------------+---------+-----------------------+
| react_agent_100x_checkpoint | 926 ms | 913 ms: 1.01x faster |
+-----------------------------------------+---------+-----------------------+
| react_agent_100x | 419 ms | 414 ms: 1.01x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_15x600_checkpoint_sync | 418 ms | 414 ms: 1.01x faster |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_100x_sync | 508 ms | 503 ms: 1.01x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_25x300 | 20.8 ms | 20.6 ms: 1.01x faster |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_10x | 59.8 ms | 59.4 ms: 1.01x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_15x600_sync | 14.9 ms | 14.8 ms: 1.00x faster |
+-----------------------------------------+---------+-----------------------+
| react_agent_10x | 39.6 ms | 41.4 ms: 1.05x slower |
+-----------------------------------------+---------+-----------------------+
| Geometric mean | (ref) | 1.01x faster |
+-----------------------------------------+---------+-----------------------+
Benchmark hidden because not significant (7): react_agent_10x_checkpoint_sync, react_agent_10x_sync, react_agent_10x_checkpoint, wide_state_9x1200_checkpoint_sync, wide_state_25x300_sync, wide_state_25x300_checkpoint_sync, wide_state_9x1200_sync
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