github.com/pokt-network/tendermint@v0.32.11-0.20230426215212-59310158d3e9/docs/architecture/adr-053-state-sync-prototype.md (about) 1 # ADR 053: State Sync Prototype 2 3 This ADR outlines the plan for an initial state sync prototype, and is subject to change as we gain feedback and experience. It builds on discussions and findings in [ADR-042](./adr-042-state-sync.md), see that for background information. 4 5 ## Changelog 6 7 * 2020-01-28: Initial draft (Erik Grinaker) 8 9 * 2020-02-18: Updates after initial prototype (Erik Grinaker) 10 * ABCI: added missing `reason` fields. 11 * ABCI: used 32-bit 1-based chunk indexes (was 64-bit 0-based). 12 * ABCI: moved `RequestApplySnapshotChunk.chain_hash` to `RequestOfferSnapshot.app_hash`. 13 * Gaia: snapshots must include node versions as well, both for inner and leaf nodes. 14 * Added experimental prototype info. 15 * Added open questions and implementation plan. 16 17 * 2020-03-29: Strengthened and simplified ABCI interface (Erik Grinaker) 18 * ABCI: replaced `chunks` with `chunk_hashes` in `Snapshot`. 19 * ABCI: removed `SnapshotChunk` message. 20 * ABCI: renamed `GetSnapshotChunk` to `LoadSnapshotChunk`. 21 * ABCI: chunks are now exchanged simply as `bytes`. 22 * ABCI: chunks are now 0-indexed, for parity with `chunk_hashes` array. 23 * Reduced maximum chunk size to 16 MB, and increased snapshot message size to 4 MB. 24 25 ## Context 26 27 State sync will allow a new node to receive a snapshot of the application state without downloading blocks or going through consensus. This bootstraps the node significantly faster than the current fast sync system, which replays all historical blocks. 28 29 Background discussions and justifications are detailed in [ADR-042](./adr-042-state-sync.md). Its recommendations can be summarized as: 30 31 * The application periodically takes full state snapshots (i.e. eager snapshots). 32 33 * The application splits snapshots into smaller chunks that can be individually verified against a chain app hash. 34 35 * Tendermint uses the light client to obtain a trusted chain app hash for verification. 36 37 * Tendermint discovers and downloads snapshot chunks in parallel from multiple peers, and passes them to the application via ABCI to be applied and verified against the chain app hash. 38 39 * Historical blocks are not backfilled, so state synced nodes will have a truncated block history. 40 41 ## Tendermint Proposal 42 43 This describes the snapshot/restore process seen from Tendermint. The interface is kept as small and general as possible to give applications maximum flexibility. 44 45 ### Snapshot Data Structure 46 47 A node can have multiple snapshots taken at various heights. Snapshots can be taken in different application-specified formats (e.g. MessagePack as format `1` and Protobuf as format `2`, or similarly for schema versioning). Each snapshot consists of multiple chunks containing the actual state data, for parallel downloads and reduced memory usage. 48 49 ```proto 50 message Snapshot { 51 uint64 height = 1; // The height at which the snapshot was taken 52 uint32 format = 2; // The application-specific snapshot format 53 repeated bytes chunk_hashes = 3; // SHA-256 checksums of all chunks, in order 54 bytes metadata = 4; // Arbitrary application metadata 55 } 56 ``` 57 58 Chunks are exchanged simply as `bytes`, and cannot be larger than 16 MB. `Snapshot` messages should be less than 4 MB. 59 60 ### ABCI Interface 61 62 ```proto 63 // Lists available snapshots 64 message RequestListSnapshots {} 65 66 message ResponseListSnapshots { 67 repeated Snapshot snapshots = 1; 68 } 69 70 // Offers a snapshot to the application 71 message RequestOfferSnapshot { 72 Snapshot snapshot = 1; 73 bytes app_hash = 2; 74 } 75 76 message ResponseOfferSnapshot { 77 bool accepted = 1; 78 Reason reason = 2; 79 80 enum Reason { // Reason why snapshot was rejected 81 unknown = 0; // Unknown or generic reason 82 invalid_height = 1; // Height is rejected: avoid this height 83 invalid_format = 2; // Format is rejected: avoid this format 84 } 85 } 86 87 // Loads a snapshot chunk 88 message RequestLoadSnapshotChunk { 89 uint64 height = 1; 90 uint32 format = 2; 91 uint32 chunk = 3; // Zero-indexed 92 } 93 94 message ResponseLoadSnapshotChunk { 95 bytes chunk = 1; 96 } 97 98 // Applies a snapshot chunk 99 message RequestApplySnapshotChunk { 100 bytes chunk = 1; 101 } 102 103 message ResponseApplySnapshotChunk { 104 bool applied = 1; 105 Reason reason = 2; // Reason why chunk failed 106 107 enum Reason { // Reason why chunk failed 108 unknown = 0; // Unknown or generic reason 109 verify_failed = 1; // Snapshot verification failed 110 } 111 } 112 ``` 113 114 ### Taking Snapshots 115 116 Tendermint is not aware of the snapshotting process at all, it is entirely an application concern. The following guarantees must be provided: 117 118 * **Periodic:** snapshots must be taken periodically, not on-demand, for faster restores, lower load, and less DoS risk. 119 120 * **Deterministic:** snapshots must be deterministic, and identical across all nodes - typically by taking a snapshot at given height intervals. 121 122 * **Consistent:** snapshots must be consistent, i.e. not affected by concurrent writes - typically by using a data store that supports versioning and/or snapshot isolation. 123 124 * **Asynchronous:** snapshots must be asynchronous, i.e. not halt block processing and state transitions. 125 126 * **Chunked:** snapshots must be split into chunks of reasonable size (on the order of megabytes), and each chunk must be verifiable against the chain app hash. 127 128 * **Garbage collected:** snapshots must be garbage collected periodically. 129 130 ### Restoring Snapshots 131 132 Nodes should have options for enabling state sync and/or fast sync, and be provided a trusted header hash for the light client. 133 134 When starting an empty node with state sync and fast sync enabled, snapshots are restored as follows: 135 136 1. The node checks that it is empty, i.e. that it has no state nor blocks. 137 138 2. The node contacts the given seeds to discover peers. 139 140 3. The node contacts a set of full nodes, and verifies the trusted block header using the given hash via the light client. 141 142 4. The node requests available snapshots via P2P from peers, via `RequestListSnapshots`. Peers will return the 10 most recent snapshots, one message per snapshot. 143 144 5. The node aggregates snapshots from multiple peers, ordered by height and format (in reverse). If there are `chunk_hashes` mismatches between different snapshots, the one hosted by the largest amount of peers is chosen. The node iterates over all snapshots in reverse order by height and format until it finds one that satisfies all of the following conditions: 145 146 * The snapshot height's block is considered trustworthy by the light client (i.e. snapshot height is greater than trusted header and within unbonding period of the latest trustworthy block). 147 148 * The snapshot's height or format hasn't been explicitly rejected by an earlier `RequestOfferSnapshot` call (via `invalid_height` or `invalid_format`). 149 150 * The application accepts the `RequestOfferSnapshot` call. 151 152 6. The node downloads chunks in parallel from multiple peers, via `RequestLoadSnapshotChunk`, and both the sender and receiver verifies their checksums. Chunk messages cannot exceed 16 MB. 153 154 7. The node passes chunks sequentially to the app via `RequestApplySnapshotChunk`. 155 156 8. Once all chunks have been applied, the node compares the app hash to the chain app hash, and if they do not match it either errors or discards the state and starts over. 157 158 9. The node switches to fast sync to catch up blocks that were committed while restoring the snapshot. 159 160 10. The node switches to normal consensus mode. 161 162 ## Gaia Proposal 163 164 This describes the snapshot process seen from Gaia, using format version `1`. The serialization format is unspecified, but likely to be compressed Amino or Protobuf. 165 166 ### Snapshot Metadata 167 168 In the initial version there is no snapshot metadata, so it is set to an empty byte buffer. 169 170 Once all chunks have been successfully built, snapshot metadata should be stored in a database and served via `RequestListSnapshots`. 171 172 ### Snapshot Chunk Format 173 174 The Gaia data structure consists of a set of named IAVL trees. A root hash is constructed by taking the root hashes of each of the IAVL trees, then constructing a Merkle tree of the sorted name/hash map. 175 176 IAVL trees are versioned, but a snapshot only contains the version relevant for the snapshot height. All historical versions are ignored. 177 178 IAVL trees are insertion-order dependent, so key/value pairs must be set in an appropriate insertion order to produce the same tree branching structure. This insertion order can be found by doing a breadth-first scan of all nodes (including inner nodes) and collecting unique keys in order. However, the node hash also depends on the node's version, so snapshots must contain the inner nodes' version numbers as well. 179 180 For the initial prototype, each chunk consists of a complete dump of all node data for all nodes in an entire IAVL tree. Thus the number of chunks equals the number of persistent stores in Gaia. No incremental verification of chunks is done, only a final app hash comparison at the end of the snapshot restoration. 181 182 For a production version, it should be sufficient to store key/value/version for all nodes (leaf and inner) in insertion order, chunked in some appropriate way. If per-chunk verification is required, the chunk must also contain enough information to reconstruct the Merkle proofs all the way up to the root of the multistore, e.g. by storing a complete subtree's key/value/version data plus Merkle hashes of all other branches up to the multistore root. The exact approach will depend on tradeoffs between size, time, and verification. IAVL RangeProofs are not recommended, since these include redundant data such as proofs for intermediate and leaf nodes that can be derived from the above data. 183 184 Chunks should be built greedily by collecting node data up to some size limit (e.g. 10 MB) and serializing it. Chunk data is stored in the file system as `snapshots/<height>/<format>/<chunk>`, and a SHA-256 checksum is stored along with the snapshot metadata. 185 186 ### Snapshot Scheduling 187 188 Snapshots should be taken at some configurable height interval, e.g. every 1000 blocks. All nodes should preferably have the same snapshot schedule, such that all nodes can serve chunks for a given snapshot. 189 190 Taking consistent snapshots of IAVL trees is greatly simplified by them being versioned: simply snapshot the version that corresponds to the snapshot height, while concurrent writes create new versions. IAVL pruning must not prune a version that is being snapshotted. 191 192 Snapshots must also be garbage collected after some configurable time, e.g. by keeping the latest `n` snapshots. 193 194 ## Experimental Prototype 195 196 An experimental but functional state sync prototype is available in the `erik/statesync-prototype` branches of the Tendermint, IAVL, Cosmos SDK, and Gaia repositories. To fetch the necessary branches: 197 198 ```sh 199 $ mkdir statesync 200 $ cd statesync 201 $ git clone git@github.com:tendermint/tendermint -b erik/statesync-prototype 202 $ git clone git@github.com:tendermint/iavl -b erik/statesync-prototype 203 $ git clone git@github.com:cosmos/cosmos-sdk -b erik/statesync-prototype 204 $ git clone git@github.com:cosmos/gaia -b erik/statesync-prototype 205 ``` 206 207 To spin up three nodes of a four-node testnet: 208 209 ```sh 210 $ cd gaia 211 $ ./tools/start.sh 212 ``` 213 214 Wait for the first snapshot to be taken at height 3, then (in a separate terminal) start the fourth node with state sync enabled: 215 216 ```sh 217 $ ./tools/sync.sh 218 ``` 219 220 To stop the testnet, run: 221 222 ```sh 223 $ ./tools/stop.sh 224 ``` 225 226 ## Resolved Questions 227 228 * Is it OK for state-synced nodes to not have historical blocks nor historical IAVL versions? 229 230 > Yes, this is as intended. Maybe backfill blocks later. 231 232 * Do we need incremental chunk verification for first version? 233 234 > No, we'll start simple. Can add chunk verification via a new snapshot format without any breaking changes in Tendermint. For adversarial conditions, maybe consider support for whitelisting peers to download chunks from. 235 236 * Should the snapshot ABCI interface be a separate optional ABCI service, or mandatory? 237 238 > Mandatory, to keep things simple for now. It will therefore be a breaking change and push the release. For apps using the Cosmos SDK, we can provide a default implementation that does not serve snapshots and errors when trying to apply them. 239 240 * How can we make sure `ListSnapshots` data is valid? An adversary can provide fake/invalid snapshots to DoS peers. 241 242 > For now, just pick snapshots that are available on a large number of peers. Maybe support whitelisting. We may consider e.g. placing snapshot manifests on the blockchain later. 243 244 * Should we punish nodes that provide invalid snapshots? How? 245 246 > No, these are full nodes not validators, so we can't punish them. Just disconnect from them and ignore them. 247 248 * Should we call these snapshots? The SDK already uses the term "snapshot" for `PruningOptions.SnapshotEvery`, and state sync will introduce additional SDK options for snapshot scheduling and pruning that are not related to IAVL snapshotting or pruning. 249 250 > Yes. Hopefully these concepts are distinct enough that we can refer to state sync snapshots and IAVL snapshots without too much confusion. 251 252 * Should we store snapshot and chunk metadata in a database? Can we use the database for chunks? 253 254 > As a first approach, store metadata in a database and chunks in the filesystem. 255 256 * Should a snapshot at height H be taken before or after the block at H is processed? E.g. RPC `/commit` returns app_hash after _previous_ height, i.e. _before_ current height. 257 258 > After commit. 259 260 * Do we need to support all versions of blockchain reactor (i.e. fast sync)? 261 262 > We should remove the v1 reactor completely once v2 has stabilized. 263 264 * Should `ListSnapshots` be a streaming API instead of a request/response API? 265 266 > No, just use a max message size. 267 268 ## Implementation Plan 269 270 ### Core Tasks 271 272 * **Tendermint:** light client P2P transport [#4456](https://github.com/tendermint/tendermint/issues/4456) 273 274 * **IAVL:** export/import API [#210](https://github.com/tendermint/iavl/issues/210) 275 276 * **Cosmos SDK:** snapshotting, scheduling, and pruning [#5689](https://github.com/cosmos/cosmos-sdk/issues/5689) 277 278 * **Tendermint:** support starting with a truncated block history 279 280 * **Tendermint:** state sync reactor and ABCI interface [#828](https://github.com/tendermint/tendermint/issues/828) 281 282 * **Cosmos SDK:** snapshot ABCI implementation [#5690](https://github.com/cosmos/cosmos-sdk/issues/5690) 283 284 ### Nice-to-Haves 285 286 * **Tendermint:** staged reactor startup (state sync → fast sync → block replay → wal replay → consensus) 287 288 > Let's do a time-boxed prototype (a few days) and see how much work it will be. 289 290 * Notify P2P peers about channel changes [#4394](https://github.com/tendermint/tendermint/issues/4394) 291 292 * Check peers have certain channels [#1148](https://github.com/tendermint/tendermint/issues/1148) 293 294 * **Tendermint:** prune blockchain history [#3652](https://github.com/tendermint/tendermint/issues/3652) 295 296 * **Tendermint:** allow genesis to start from non-zero height [#2543](https://github.com/tendermint/tendermint/issues/2543) 297 298 ### Follow-up Tasks 299 300 * **Tendermint:** light client verification for fast sync [#4457](https://github.com/tendermint/tendermint/issues/4457) 301 302 * **Tendermint:** allow start with only blockstore [#3713](https://github.com/tendermint/tendermint/issues/3713) 303 304 * **Tendermint:** node should go back to fast-syncing when lagging significantly [#129](https://github.com/tendermint/tendermint/issues/129) 305 306 * **Tendermint:** backfill historical blocks [#4629](https://github.com/tendermint/tendermint/issues/4629) 307 308 ## Status 309 310 Accepted 311 312 ## References 313 314 * [ADR-042](./adr-042-state-sync.md) and its references