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## Summary This PR introduces parallelism to the resolver. Specifically, we can perform PubGrub resolution on a separate thread, while keeping all I/O on the tokio thread. We already have the infrastructure set up for this with the channel and `OnceMap`, which makes this change relatively simple. The big change needed to make this possible is removing the lifetimes on some of the types that need to be shared between the resolver and pubgrub thread. A related PR, #1163, found that adding `yield_now` calls improved throughput. With optimal scheduling we might be able to get away with everything on the same thread here. However, in the ideal pipeline with perfect prefetching, the resolution and prefetching can run completely in parallel without depending on one another. While this would be very difficult to achieve, even with our current prefetching pattern we see a consistent performance improvement from parallelism. This does also require reverting a few of the changes from #3413, but not all of them. The sharing is isolated to the resolver task. ## Test Plan On smaller tasks performance is mixed with ~2% improvements/regressions on both sides. However, on medium-large resolution tasks we see the benefits of parallelism, with improvements anywhere from 10-50%. ``` ./scripts/requirements/jupyter.in Benchmark 1: ./target/profiling/baseline (resolve-warm) Time (mean ± σ): 29.2 ms ± 1.8 ms [User: 20.3 ms, System: 29.8 ms] Range (min … max): 26.4 ms … 36.0 ms 91 runs Benchmark 2: ./target/profiling/parallel (resolve-warm) Time (mean ± σ): 25.5 ms ± 1.0 ms [User: 19.5 ms, System: 25.5 ms] Range (min … max): 23.6 ms … 27.8 ms 99 runs Summary ./target/profiling/parallel (resolve-warm) ran 1.15 ± 0.08 times faster than ./target/profiling/baseline (resolve-warm) ``` ``` ./scripts/requirements/boto3.in Benchmark 1: ./target/profiling/baseline (resolve-warm) Time (mean ± σ): 487.1 ms ± 6.2 ms [User: 464.6 ms, System: 61.6 ms] Range (min … max): 480.0 ms … 497.3 ms 10 runs Benchmark 2: ./target/profiling/parallel (resolve-warm) Time (mean ± σ): 430.8 ms ± 9.3 ms [User: 529.0 ms, System: 77.2 ms] Range (min … max): 417.1 ms … 442.5 ms 10 runs Summary ./target/profiling/parallel (resolve-warm) ran 1.13 ± 0.03 times faster than ./target/profiling/baseline (resolve-warm) ``` ``` ./scripts/requirements/airflow.in Benchmark 1: ./target/profiling/baseline (resolve-warm) Time (mean ± σ): 478.1 ms ± 18.8 ms [User: 482.6 ms, System: 205.0 ms] Range (min … max): 454.7 ms … 508.9 ms 10 runs Benchmark 2: ./target/profiling/parallel (resolve-warm) Time (mean ± σ): 308.7 ms ± 11.7 ms [User: 428.5 ms, System: 209.5 ms] Range (min … max): 287.8 ms … 323.1 ms 10 runs Summary ./target/profiling/parallel (resolve-warm) ran 1.55 ± 0.08 times faster than ./target/profiling/baseline (resolve-warm) ```
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