Each branch node may have up to 16 sub-items - currently, these are given VertexID based when they are first needed leading to a mostly-random order of vertexid for each subitem. Here, we pre-allocate all 16 vertex ids such that when a branch subitem is filled, it already has a vertexid waiting for it. This brings several important benefits: * subitems are sorted and "close" in their id sequencing - this means that when rocksdb stores them, they are likely to end up in the same data block thus improving read efficiency * because the ids are consequtive, we can store just the starting id and a bitmap representing which subitems are in use - this reduces disk space usage for branches allowing more of them fit into a single disk read, further improving disk read and caching performance - disk usage at block 18M is down from 84 to 78gb! * the in-memory footprint of VertexRef reduced allowing more instances to fit into caches and less memory to be used overall. Because of the increased locality of reference, it turns out that we no longer need to iterate over the entire database to efficiently generate the hash key database because the normal computation is now faster - this significantly benefits "live" chain processing as well where each dirtied key must be accompanied by a read of all branch subitems next to it - most of the performance benefit in this branch comes from this locality-of-reference improvement. On a sample resync, there's already ~20% improvement with later blocks seeing increasing benefit (because the trie is deeper in later blocks leading to more benefit from branch read perf improvements) ``` blocks: 18729664, baseline: 190h43m49s, contender: 153h59m0s Time (total): -36h44m48s, -19.27% ``` Note: clients need to be resynced as the PR changes the on-disk format R.I.P. little bloom filter - your life in the repo was short but valuable
Nimbus-eth1 -- Ethereum execution layer database architecture
Last update: 2024-03-08
The following diagram gives a simplified view how components relate with regards to the data storage management.
An arrow between components a and b (as in a->b) is meant to be read as a relies directly on b, or a is served by b. For classifying the functional type of a component in the below diagram, the abstraction type is enclosed in brackets after the name of a component.
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(application)
This is a group of software modules at the top level of the hierarchy. In the diagram below, the EVM is used as an example. Another application might be the RPC service. -
(API)
The API classification is used for a thin software layer hiding a set of different drivers where only one driver is active for the same API instance. It servers as sort of a logical switch. -
(concentrator)
The concentrator merges several sub-module instances and provides their collected services as a single unified instance. There is not much additional logic implemented besides what the sub-modules provide. -
(driver)
The driver instances are sort of the lower layer workhorses. The implement logic for solving a particular problem, providing a typically well defined service, etc. -
(engine)
This is a bottom level driver in the below diagram.+-------------------+ | EVM (application) | +-------------------+ | | v | +-----------------------------+ | | State DB (concentrator) | | +-----------------------------+ | | | | v | | +------------------------+ | | | Ledger (API) | | | +------------------------+ | | | | | | v | | | +--------------+ | | | | ledger cache | | | | | (driver) | | | | +--------------+ | | | | v | | | +----------------+ | | | | Common | | | | | (concentrator) | | | | +----------------+ | | | | | | v v v v +---------------------------------------+ | Core DB (API) | +---------------------------------------+ | v +---------------------------------------+ | Aristo DB (driver,concentrator) | +---------------------------------------+ | | v v +--------------+ +---------------------+ | Kvt (driver) | | Aristo MPT (driver) | +--------------+ +---------------------+ | | v v +---------------------------------------+ | Rocks DB (engine) | +---------------------------------------+
Here is a list of path references for the components with some explanation. The sources for the components are not always complete but indicate the main locations where to start looking at.
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Sources:
./nimbus/db/core_db/backend/aristo_* -
Synopsis:
Combines both, the Kvt and the Aristo driver sub-modules providing an interface similar to the legacy DB (concentrator) module.
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Sources:
./nimbus/db/aristo* -
Synopsis:
Revamped implementation of a hexary Merkle Patricia Tree.
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Sources:
./nimbus/common* -
Synopsis:
Collected information for running block chain execution layer applications.
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Sources:
./nimbus/db/core_db* -
Synopsis:
Database abstraction layer. Unless for legacy applications, there should be no need to reach out to the layers below.
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Sources:
./nimbus/core/executor/* ./nimbus/evm/* -
Synopsis:
An implementation of the Ethereum Virtual Machine.
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Sources:
./vendor/nim-eth/eth/trie/hexary.nim -
Synopsis:
Implementation of an MPT, see compact Merkle Patricia Tree.
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Sources:
./vendor/nim-eth/eth/trie/db.nim -
Synopsis:
Key value table interface to be used directly for key-value storage or by the Hexary DB (driver) module for storage. Some magic is applied in order to treat hexary data accordingly (based on key length.)
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Sources:
./nimbus/db/kvt* -
Synopsis:
Key value table interface for the Aristo DB (driver) module. Contrary to the Key-value table (driver), it is not used for MPT data.
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Sources:
./nimbus/db/ledger* -
Synopsis:
Abstraction layer for either the legacy cache (driver) accounts cache (which works with the legacy DB (driver) backend only) or the ledger cache (driver) re-write which is supposed to work with all Core DB (API) backends.
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Sources:
./nimbus/db/ledger/accounts_ledger.nim
./nimbus/db/ledger/backend/accounts_ledger*
./nimbus/db/ledger/distinct_ledgers.nim -
Synopsis:
Management of accounts and storage data. This is a re-write of the legacy DB (driver) which is supposed to work with all Core DB (API) backends.
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Sources:
./nimbus/db/core_db/backend/legacy_* -
Synopsis:
Legacy database abstraction. It mostly forwards requests directly to the to the Key-value table (driver) and/or the hexary DB (driver).
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Sources:
./vendor/nim-rocksdb/* -
Synopsis:
Persistent storage engine.
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Sources:
./nimbus/evm/state.nim
./nimbus/evm/types.nim -
Synopsis:
Integrated collection of modules and methods relevant for the EVM.
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