glozow 37bd70a225
Merge bitcoin/bitcoin#30126: cluster mempool: cluster linearization algorithm
647fa37cdbadbeebba147ca6b24e138559cffaaf bench: add cluster linearization improvement benchmark (Pieter Wuille)
28549791b3802fc078128f552c6f53ac3de893a6 clusterlin: permit passing in existing linearization to Linearize (Pieter Wuille)
97d98718b005adc0bdf513d724874601d8aa13ad clusterlin: add LinearizationChunking class (Pieter Wuille)
d5918dc3c6d9480c8a5e295db0f4d4892b0138f6 clusterlin: randomize the SearchCandidateFinder search order (Pieter Wuille)
991ff9a9a4f2171ab99cb0ca1d70ebbc0db9d388 clusterlin: use bounded BFS exploration (optimization) (Pieter Wuille)
d9b235e7d288814e8ee248b68d91eb68866b32bd bench: Candidate finding and linearization benchmarks (Pieter Wuille)
46aad9b09986feb1d54fc4229a0d224da94fb80a clusterlin: add Linearize function (Pieter Wuille)
ee0ddfe4f626bfb4b58927db89d317cb3531813f clusterlin: add chunking algorithm (Pieter Wuille)
2a41f151afb82466486402e250327e22319c754e clusterlin: add SearchCandidateFinder class (Pieter Wuille)
4828079db327bf2aeaed744843a415d1654e8796 clusterlin: add AncestorCandidateFinder class (Pieter Wuille)
58f7e01db4bad6d958d44f2bcdfd9df9e22931a4 tests: framework for testing DepGraph class (Pieter Wuille)
a6e07e769a1af652a14e533f6d3558ccdefb1de5 clusterlin: introduce cluster_linearize.h with Cluster and DepGraph types (Pieter Wuille)

Pull request description:

  Part of cluster mempool: #30289

  This introduces low-level cluster linearization code, including tests and some benchmarks. It is currently not hooked up to anything.

  Ultimately, what this PR adds is a function `Linearize` which operates on instances of `DepGraph` (instances of which represent pre-processed transaction clusters) to produce and/or improve linearizations for that cluster.

  To provide assurance, the code heavily relies on fuzz tests. A novel approach is used here, where the fuzz input is parsed using the serialization.h framework rather than `FuzzedDataProvider`, with a custom serializer/deserializer for `DepGraph` objects. By including serialization, it's possible to ascertain that the format can represent every relevant cluster, as well as potentially permitting the construction of ad-hoc fuzz inputs from clusters (not included in this PR, but used during development).

  ---

  The `Linearize(depgraph, iteration_limit, rng_seed, old_linearization)` function is an implementation of the (single) LIMO algorithm, with the $S$ in every iteration found as the best out of (a) the best remaining ancestor set and (b) randomized computationally-bounded search. It incrementally builds up a linearization by finding good topologically-valid subsets to move to the front, in such a way that the resulting linearization has a diagram that is at least as good as the `old_linearization` passed in (if any).
  * Despite using both best ancestor set and search, this is not Double LIMO, as no intersections between these are involved; just the best of the two.
  * The `iteration_limit` and `rng_seed` only control the (b) randomized search. Even with 0 iterations, the result will be as good as the old linearization, and the included sets at every point will have a feerate at least as high as the best remaining ancestor set at that point.

  The search algorithm used in the (b) step is very basic, and largely matches Section 2.1 of [How to Linearize your Cluster.](https://delvingbitcoin.org/t/how-to-linearize-your-cluster/303#h-21-searching-6). See #30286 for optimizations to make it more efficient.

  For background and references, see [Introduction to cluster linearization](https://delvingbitcoin.org/t/introduction-to-cluster-linearization/1032).

ACKs for top commit:
  instagibbs:
    reACK 647fa37cdbadbeebba147ca6b24e138559cffaaf
  glozow:
    reACK 647fa37cdba, both code and mermaid diagram look correct to me
  sdaftuar:
    ACK 647fa37cdbadbeebba147ca6b24e138559cffaaf

Tree-SHA512: 52c8aa3d1d91190bf1265a947d2712e9d12f745313ffceef6ae7e3ff517d01d8b3b9b4ce6066298d59751c4ba90555a3c0171229868ba50100f588a2aa6a486d
2024-07-26 12:11:31 +01:00
2024-02-07 09:24:32 +00:00
2021-09-07 06:12:53 +03:00
2023-06-01 23:35:10 +05:30
2021-09-09 19:53:12 +05:30

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