279 lines
13 KiB
Markdown
279 lines
13 KiB
Markdown
# plugeth-statediff
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This package provides a [PluGeth](https://github.com/openrelayxyz/plugeth) plugin implementing an
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auxiliary service that asynchronously computes changes in the `go-ethereum` state trie. The service
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continuously listens for chain updates and builds state diffs, then relays the data to RPC
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subscribers or writes them directly to Postgres as IPLD objects.
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It also exposes RPC endpoints for fetching or writing to Postgres the state diff at a specific block
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height or for a specific block hash. This operates on historical block and state data, and so
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depends on a complete state archive.
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Data is emitted in this differential format in order to make it feasible to the _entire_ Ethereum
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state and publish it to IPLD (including intermediate state and storage trie nodes). If this service
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is run continuously from genesis, the entire state at any block can be materialized from the
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cumulative differentials up to that point.
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## Interface types
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The primary interface type is `Payload`, which serves as the main interface for accessing data in a
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service. It packages various data components such as block RLP, total difficulty, receipts RLP, and
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state object RLP. This encapsulates all of the differential data at a given block, and allows us to
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index the entire Ethereum data structure as hash-linked IPLD objects.
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The `StateObject` type represents the final diff output structure, including an array of state leaf
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nodes and IPLD objects. For convenience, we also associate this object with the block number and
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hash.
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State leaf nodes contain information about account changes, including whether they are removed, an
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account wrapper with account details and identifiers, and an array of storage leaf nodes
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representing storage changes. The IPLD type encapsulates CID-content pairs, used for code mappings
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and trie node (both intermediate and leaf) IPLD objects.
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```go
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// Payload packages the data to send to state diff subscriptions
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type Payload struct {
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BlockRlp []byte `json:"blockRlp"`
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TotalDifficulty *big.Int `json:"totalDifficulty"`
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ReceiptsRlp []byte `json:"receiptsRlp"`
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StateObjectRlp []byte `json:"stateObjectRlp" gencodec:"required"`
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// ...
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}
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// in package "types":
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// StateObject is the final output structure from the builder
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type StateObject struct {
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BlockNumber *big.Int `json:"blockNumber" gencodec:"required"`
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BlockHash common.Hash `json:"blockHash" gencodec:"required"`
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Nodes []StateLeafNode `json:"nodes" gencodec:"required"`
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IPLDs []IPLD `json:"iplds"`
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}
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// StateLeafNode holds the data for a single state diff leaf node
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type StateLeafNode struct {
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Removed bool
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AccountWrapper AccountWrapper
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StorageDiff []StorageLeafNode
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}
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// AccountWrapper is used to temporarily associate the unpacked node with its raw values
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type AccountWrapper struct {
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Account *types.StateAccount
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LeafKey []byte
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CID string
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}
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// StorageLeafNode holds the data for a single storage diff node leaf node
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type StorageLeafNode struct {
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Removed bool
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Value []byte
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LeafKey []byte
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CID string
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}
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// IPLD holds a cid:content pair, e.g. for codehash to code mappings or for intermediate node IPLD objects
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type IPLD struct {
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CID string
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Content []byte
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}
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```
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## Usage
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The service is started when the plugin library is loaded by PluGeth and runs as an auxiliary component of the node as it syncs.
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### CLI configuration
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This service introduces a CLI flag namespace `statediff`. Note that PluGeth plugin arguments must be separated from geth arguments by `--`, e.g. `geth --datadir data -- --statediff`.
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* `--statediff` is used to enable the service
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* `--statediff.writing` is used to tell the service to write state diff objects it produces from synced `ChainEvent`s directly to a configured Postgres database
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* `--statediff.workers` is used to set the number of concurrent workers to process state diff objects and write them into the database
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* `--statediff.db.type` is the type of database we write out to (current options: `postgres`, `dump`, `file`)
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* `--statediff.dump.dst` is the destination to write to when operating in database dump mode (`stdout`, `stderr`, `discard`)
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* `--statediff.db.driver` is the specific driver to use for the database (current options for postgres: `pgx` and `sqlx`)
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* `--statediff.db.host` is the hostname address to dial to connect to the database
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* `--statediff.db.port` is the port to dial to connect to the database
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* `--statediff.db.name` is the name of the database to connect to
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* `--statediff.db.user` is the user to connect to the database as
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* `--statediff.db.password` is the password to use to connect to the database
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* `--statediff.db.conntimeout` is the connection timeout (in seconds)
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* `--statediff.db.maxconns` is the maximum number of database connections
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* `--statediff.db.minconns` is the minimum number of database connections
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* `--statediff.db.maxidleconns` is the maximum number of idle connections
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* `--statediff.db.maxconnidletime` is the maximum lifetime for an idle connection (in seconds)
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* `--statediff.db.maxconnlifetime` is the maximum lifetime for a connection (in seconds)
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* `--statediff.db.nodeid` is the node id to use in the Postgres database
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* `--statediff.db.clientname` is the client name to use in the Postgres database
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* `--statediff.db.upsert` whether or not the service, when operating in a direct database writing mode, should overwrite any existing conflicting data
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* `--statediff.file.path` full path (including filename) to write statediff data out to when operating in file mode
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* `--statediff.file.wapath` full path (including filename) to write statediff watched addresses out to when operating in file mode
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The service can only operate in full sync mode (`--syncmode=full`), but only the historical RPC endpoints require an archive node (`--gcmode=archive`)
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e.g.
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`geth --syncmode=full --gcmode=archive -- --statediff --statediff.writing --statediff.db.type=postgres --statediff.db.driver=sqlx --statediff.db.host=localhost --statediff.db.port=5432 --statediff.db.name=cerc_testing --statediff.db.user=postgres --statediff.db.nodeid=nodeid --statediff.db.clientname=clientname`
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When operating in `--statediff.db.type=file` mode, the service will save SQL statements to the file
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specified by `--statediff.file.path`. It's important to note that these SQL statements are written
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without any `ON CONFLICT` constraint checks. This omission allows us to:
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* horizontally expand the production of SQL statements,
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* merge the individual SQL files generated,
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* remove duplicates using Unix tools (`sort statediff.sql | uniq` or `sort -u statediff.sql`),
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* perform bulk loading using psql (`psql db_name --set ON_ERROR_STOP=on -f statediff.sql`),
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* and then reinstate our primary and foreign key constraints and indexes.
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### Payload retrieval
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The state diffing service exposes both a websocket subscription endpoint, and a number of HTTP unary
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endpoints for retrieving data payloads.
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Each of these endpoints requires a set of parameters provided by the caller:
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```go
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// Params is used to carry in parameters from subscribing/requesting clients configuration
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type Params struct {
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IntermediateStateNodes bool
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IntermediateStorageNodes bool
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IncludeBlock bool
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IncludeReceipts bool
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IncludeTD bool
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IncludeCode bool
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WatchedAddresses []common.Address
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}
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```
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Using these params we can tell the service:
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* whether to include state and/or storage intermediate nodes
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* whether to include the associated block (header, uncles, and transactions)
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* whether to include the associated receipts
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* whether to include the total difficulty for this block
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* whether to include the set of code hashes and code for contracts deployed in this block, and
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* whether to limit the diffing process to a list of specific addresses.
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#### Subscription endpoints
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A websocket-supporting RPC endpoint is exposed for subscribing to state diff `StateObjects` that come off the head of the chain while the geth node syncs.
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```go
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// Stream is a subscription endpoint that fires off state diff payloads as they are created
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Stream(ctx context.Context, params Params) (*rpc.Subscription, error)
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```
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To expose this endpoint the node needs to have the websocket server turned on (`--ws`),
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and the `statediff` namespace exposed (`--ws.api=statediff`).
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Go code subscriptions to this endpoint can be created using the `rpc.Client.Subscribe()` method,
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with the "statediff" namespace, a `statediff.Payload` channel, and the name of the statediff api's rpc method: "stream".
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e.g.
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```go
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cli, err := rpc.Dial("ipcPathOrWsURL")
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if err != nil {
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// handle error
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}
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stateDiffPayloadChan := make(chan statediff.Payload, 20000)
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methodName := "stream"
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params := statediff.Params{
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IncludeBlock: true,
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IncludeTD: true,
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IncludeReceipts: true,
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IntermediateStorageNodes: true,
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IntermediateStateNodes: true,
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}
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rpcSub, err := cli.Subscribe(context.Background(), statediff.APIName, stateDiffPayloadChan, methodName, params)
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if err != nil {
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// handle error
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}
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for {
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select {
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case stateDiffPayload := <- stateDiffPayloadChan:
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// process the payload
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case err := <- rpcSub.Err():
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// handle rpc subscription error
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}
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}
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```
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#### Unary endpoints
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The service also exposes unary RPC endpoints for retrieving the state diff `StateObject` for a specific block height/hash.
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```go
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// StateDiffAt returns a state diff payload at the specific blockheight
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StateDiffAt(ctx context.Context, blockNumber uint64, params Params) (*Payload, error)
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// StateDiffFor returns a state diff payload for the specific blockhash
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StateDiffFor(ctx context.Context, blockHash common.Hash, params Params) (*Payload, error)
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```
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To expose this endpoint the node needs to have the HTTP server turned on (`--http`),
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and the `statediff` namespace exposed (`--http.api=statediff`).
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### Direct indexing into Postgres
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If `--statediff.writing` is enabled, the service will convert the `StateObject`s and all associated
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data into IPLD objects, persist them directly to Postgres, and generate secondary indexes around the
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IPLD data.
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The schema and migrations for this Postgres database are defined in <https://github.com/cerc-io/ipld-eth-db>.
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#### RPC endpoints
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If enabled, direct indexing will be triggered on every `ChainEvent`, writing diffs for all new
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blocks as they are received. However, the service also provides methods for clients to trigger and
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track this process:
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* The `WriteStateDiffAt` method directly writes a state diff object to the database at a specific
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block height.
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* Likewise, the `WriteStateDiffFor` method directly writes a state diff object to the database for
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a specific block hash
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* The `StreamWrites` method sets up a subscription to stream the status of completed calls to the
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above methods.
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* The `WatchAddress` method enables the modification of the watched addresses list, restricting
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direct indexing for a given operation and arguments.
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#### Schema overview
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Our Postgres schemas are built around a single IPFS backing Postgres IPLD blockstore table
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(`ipld.blocks`) that conforms with
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[go-ds-sql](https://github.com/ipfs/go-ds-sql/blob/master/postgres/postgres.go). All IPLD objects
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are stored in this table, where `key` is the CID for the IPLD object and `data` contains the bytes
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for the IPLD block (in the case of all Ethereum IPLDs, this is the RLP byte encoding of the Ethereum
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object).
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The IPLD objects in this table can be traversed using an IPLD DAG interface, but since this table
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only maps CID to raw IPLD object it is not very suitable for looking up Ethereum objects by their
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constituent fields (e.g. by tx source/recipient, state/storage trie path). To improve the
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accessibility of these objects we create an Ethereum [advanced data
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layout](https://github.com/ipld/specs#schemas-and-advanced-data-layouts) (ADL) by generating
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secondary indexes on top of the raw IPLDs in other Postgres tables.
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These secondary index tables fall under the `eth` schema and follow an `{objectType}_cids` naming
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convention. These tables provide a view into individual fields of the underlying Ethereum IPLD
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objects, allowing lookups on these fields, and reference the raw IPLD objects stored in
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`ipld.blocks` by CID. Additionally, these tables maintain the hash-linked nature of Ethereum
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objects to one another, e.g. a storage trie node entry in the `storage_cids` table contains a
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`state_leaf_key` field referencing the `state_cids` entry for the state trie node of its owning
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contract, and that `state_cids` entry in turn contains a `header_id` field referencing the
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`block_hash` of the `header_cids` entry for the block in which these state and storage nodes were
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updated (diffed).
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### Optimization
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On mainnet this process is extremely IO intensive and requires significant resources to allow it to
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keep up with the head of the chain. The state diff processing time for a specific block is
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dependent on the number and complexity of the state changes that occur in a block and the number of
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updated state nodes that are available in the in-memory cache vs must be retrieved from disc.
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If memory permits, one means of improving the efficiency of this process is to increase the
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in-memory trie cache allocation. This can be done by increasing the overall `--cache` allocation
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and/or by increasing the % of the cache allocated to trie usage with `--cache.trie`.
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<!-- TO DO -->
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<!-- ## Versioning, Branches, Rebasing, and Releasing -->
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