github.com/ari-anchor/sei-tendermint@v0.0.0-20230519144642-dc826b7b56bb/docs/architecture/adr-053-state-sync-prototype.md (about)

     1  # ADR 053: State Sync Prototype
     2  
     3  State sync is now [merged](https://github.com/tendermint/tendermint/pull/4705). Up-to-date ABCI documentation is [available](https://github.com/tendermint/spec/pull/90), refer to it rather than this ADR for details.
     4  
     5  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.
     6  
     7  ## Changelog
     8  
     9  * 2020-01-28: Initial draft (Erik Grinaker)
    10  
    11  * 2020-02-18: Updates after initial prototype (Erik Grinaker)
    12      * ABCI: added missing `reason` fields.
    13      * ABCI: used 32-bit 1-based chunk indexes (was 64-bit 0-based).
    14      * ABCI: moved `RequestApplySnapshotChunk.chain_hash` to `RequestOfferSnapshot.app_hash`.
    15      * Gaia: snapshots must include node versions as well, both for inner and leaf nodes.
    16      * Added experimental prototype info.
    17      * Added open questions and implementation plan.
    18  
    19  * 2020-03-29: Strengthened and simplified ABCI interface (Erik Grinaker)
    20      * ABCI: replaced `chunks` with `chunk_hashes` in `Snapshot`.
    21      * ABCI: removed `SnapshotChunk` message.
    22      * ABCI: renamed `GetSnapshotChunk` to `LoadSnapshotChunk`.
    23      * ABCI: chunks are now exchanged simply as `bytes`.
    24      * ABCI: chunks are now 0-indexed, for parity with `chunk_hashes` array.
    25      * Reduced maximum chunk size to 16 MB, and increased snapshot message size to 4 MB.
    26  
    27  * 2020-04-29: Update with final released ABCI interface (Erik Grinaker)
    28  
    29  ## Context
    30  
    31  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.
    32  
    33  Background discussions and justifications are detailed in [ADR-042](./adr-042-state-sync.md). Its recommendations can be summarized as:
    34  
    35  * The application periodically takes full state snapshots (i.e. eager snapshots).
    36  
    37  * The application splits snapshots into smaller chunks that can be individually verified against a chain app hash.
    38  
    39  * Tendermint uses the light client to obtain a trusted chain app hash for verification.
    40  
    41  * 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.
    42  
    43  * Historical blocks are not backfilled, so state synced nodes will have a truncated block history.
    44  
    45  ## Tendermint Proposal
    46  
    47  This describes the snapshot/restore process seen from Tendermint. The interface is kept as small and general as possible to give applications maximum flexibility.
    48  
    49  ### Snapshot Data Structure
    50  
    51  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.
    52  
    53  ```proto
    54  message Snapshot {
    55    uint64 height   = 1;  // The height at which the snapshot was taken
    56    uint32 format   = 2;  // The application-specific snapshot format
    57    uint32 chunks   = 3;  // Number of chunks in the snapshot
    58    bytes  hash     = 4;  // Arbitrary snapshot hash - should be equal only for identical snapshots
    59    bytes  metadata = 5;  // Arbitrary application metadata
    60  }
    61  ```
    62  
    63  Chunks are exchanged simply as `bytes`, and cannot be larger than 16 MB. `Snapshot` messages should be less than 4 MB.
    64  
    65  ### ABCI Interface
    66  
    67  ```proto
    68  // Lists available snapshots
    69  message RequestListSnapshots {}
    70  
    71  message ResponseListSnapshots {
    72    repeated Snapshot snapshots = 1;
    73  }
    74  
    75  // Offers a snapshot to the application
    76  message RequestOfferSnapshot {
    77    Snapshot snapshot = 1;  // snapshot offered by peers
    78    bytes    app_hash = 2;  // light client-verified app hash for snapshot height
    79   }
    80  
    81  message ResponseOfferSnapshot {
    82    Result result = 1;
    83  
    84    enum Result {
    85      accept        = 0;  // Snapshot accepted, apply chunks
    86      abort         = 1;  // Abort all snapshot restoration
    87      reject        = 2;  // Reject this specific snapshot, and try a different one
    88      reject_format = 3;  // Reject all snapshots of this format, and try a different one
    89      reject_sender = 4;  // Reject all snapshots from the sender(s), and try a different one
    90    }
    91  }
    92  
    93  // Loads a snapshot chunk
    94  message RequestLoadSnapshotChunk {
    95    uint64 height = 1;
    96    uint32 format = 2;
    97    uint32 chunk  = 3; // Zero-indexed
    98  }
    99  
   100  message ResponseLoadSnapshotChunk {
   101    bytes chunk = 1;
   102  }
   103  
   104  // Applies a snapshot chunk
   105  message RequestApplySnapshotChunk {
   106    uint32 index  = 1;
   107    bytes  chunk  = 2;
   108    string sender = 3;
   109   }
   110  
   111  message ResponseApplySnapshotChunk {
   112    Result          result         = 1;
   113    repeated uint32 refetch_chunks = 2;  // Chunks to refetch and reapply (regardless of result)
   114    repeated string reject_senders = 3;  // Chunk senders to reject and ban (regardless of result)
   115  
   116    enum Result {
   117      accept          = 0;  // Chunk successfully accepted
   118      abort           = 1;  // Abort all snapshot restoration
   119      retry           = 2;  // Retry chunk, combine with refetch and reject as appropriate
   120      retry_snapshot  = 3;  // Retry snapshot, combine with refetch and reject as appropriate
   121      reject_snapshot = 4;  // Reject this snapshot, try a different one but keep sender rejections
   122    }
   123  }
   124  ```
   125  
   126  ### Taking Snapshots
   127  
   128  Tendermint is not aware of the snapshotting process at all, it is entirely an application concern. The following guarantees must be provided:
   129  
   130  * **Periodic:** snapshots must be taken periodically, not on-demand, for faster restores, lower load, and less DoS risk.
   131  
   132  * **Deterministic:** snapshots must be deterministic, and identical across all nodes - typically by taking a snapshot at given height intervals.
   133  
   134  * **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.
   135  
   136  * **Asynchronous:** snapshots must be asynchronous, i.e. not halt block processing and state transitions.
   137  
   138  * **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.
   139  
   140  * **Garbage collected:** snapshots must be garbage collected periodically.
   141  
   142  ### Restoring Snapshots
   143  
   144  Nodes should have options for enabling state sync and/or fast sync, and be provided a trusted header hash for the light client.
   145  
   146  When starting an empty node with state sync and fast sync enabled, snapshots are restored as follows:
   147  
   148  1. The node checks that it is empty, i.e. that it has no state nor blocks.
   149  
   150  2. The node contacts the given seeds to discover peers.
   151  
   152  3. The node contacts a set of full nodes, and verifies the trusted block header using the given hash via the light client.
   153  
   154  4. The node requests available snapshots via P2P from peers, via `RequestListSnapshots`. Peers will return the 10 most recent snapshots, one message per snapshot.
   155  
   156  5. The node aggregates snapshots from multiple peers, ordered by height and format (in reverse). If there are 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:
   157  
   158      * 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).
   159  
   160      * The snapshot's height or format hasn't been explicitly rejected by an earlier `RequestOfferSnapshot`.
   161  
   162      * The application accepts the `RequestOfferSnapshot` call.
   163  
   164  6. The node downloads chunks in parallel from multiple peers, via `RequestLoadSnapshotChunk`. Chunk messages cannot exceed 16 MB.
   165  
   166  7. The node passes chunks sequentially to the app via `RequestApplySnapshotChunk`.
   167  
   168  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.
   169  
   170  9. The node switches to fast sync to catch up blocks that were committed while restoring the snapshot.
   171  
   172  10. The node switches to normal consensus mode.
   173  
   174  ## Gaia Proposal
   175  
   176  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.
   177  
   178  ### Snapshot Metadata
   179  
   180  In the initial version there is no snapshot metadata, so it is set to an empty byte buffer.
   181  
   182  Once all chunks have been successfully built, snapshot metadata should be stored in a database and served via `RequestListSnapshots`.
   183  
   184  ### Snapshot Chunk Format
   185  
   186  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.
   187  
   188  IAVL trees are versioned, but a snapshot only contains the version relevant for the snapshot height. All historical versions are ignored.
   189  
   190  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.
   191  
   192  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.
   193  
   194  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.
   195  
   196  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.
   197  
   198  ### Snapshot Scheduling
   199  
   200  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.
   201  
   202  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.
   203  
   204  Snapshots must also be garbage collected after some configurable time, e.g. by keeping the latest `n` snapshots.
   205  
   206  ## Resolved Questions
   207  
   208  * Is it OK for state-synced nodes to not have historical blocks nor historical IAVL versions?
   209  
   210      > Yes, this is as intended. Maybe backfill blocks later.
   211  
   212  * Do we need incremental chunk verification for first version?
   213  
   214      > 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.
   215  
   216  * Should the snapshot ABCI interface be a separate optional ABCI service, or mandatory?
   217  
   218      > 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.
   219  
   220  * How can we make sure `ListSnapshots` data is valid? An adversary can provide fake/invalid snapshots to DoS peers.
   221  
   222      > 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.
   223  
   224  * Should we punish nodes that provide invalid snapshots? How?
   225  
   226      > No, these are full nodes not validators, so we can't punish them. Just disconnect from them and ignore them.
   227  
   228  * 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.
   229  
   230      > Yes. Hopefully these concepts are distinct enough that we can refer to state sync snapshots and IAVL snapshots without too much confusion.
   231  
   232  * Should we store snapshot and chunk metadata in a database? Can we use the database for chunks?
   233  
   234      > As a first approach, store metadata in a database and chunks in the filesystem.
   235  
   236  * 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.
   237  
   238      > After commit.
   239  
   240  * Do we need to support all versions of blockchain reactor (i.e. fast sync)?
   241  
   242      > We should remove the v1 reactor completely once v2 has stabilized.
   243  
   244  * Should `ListSnapshots` be a streaming API instead of a request/response API?
   245  
   246      > No, just use a max message size.
   247  
   248  ## Status
   249  
   250  Implemented
   251  
   252  ## References
   253  
   254  * [ADR-042](./adr-042-state-sync.md) and its references