networkhistory

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 Go to latest Published: Sep 18, 2023 License: MIT Imports: 25 Imported by: 0

README

Data node network history

[TOC]

Why we have it

Gigabytes of event data per day are produced by the Vega core and stored in the data node. It is not feasible for a new data node joining the network to replay all blocks from the first block in order to recreate the history and get itself into a state to be able to consume new blocks - such as ensuring it has all parties and markets - it would take far too long. Network History allows the data node to reach out to peer nodes to fetch the most recent history, as well as older history if desired, such that it can quickly get itself up to the latest block height of the network and start to consume events for the latest block from the Vega core. As decentralisation is at the heart of the Vega protocol, this mechanism to store and retrieve network history must itself be decentralised.

How to use it

By default, a new data node will connect to its peers, retrieve the latest segment of history, and load this into the data node such that it is in a state to consume new blocks immediately. This is controlled by the configuration parameter AutoInitialiseFromNetworkHistory.

By default, the data node configuration is set up to fetch just the latest history segment, but if more history is required or preferred, that can specified when starting a data node for the first time using the --networkhistory.initialise.block-count flag. For example, to start your new node and have it fetch and load the last day's data, assuming a time between blocks of 1s, you would do this:

data-node node --networkhistory.initialise.block-count=86400

However, depending on how much history you want to load, fetching it all synchronously at startup may not be the best approach, as the network's block height will continue to increase whilst the history is being fetched. Instead, you can start the node and have it process and new blocks whilst fetching history asynchronously. How to do this is described in the next section.

If the node already contains history and AutoInitialiseFromNetworkHistory = true it will attempt to fetch and load all history between the data node's current block height and the network's latest block height, and load this into the node before processing new blocks.

Getting history asynchronously

After starting the data-node, run:

data-node network-history show

This will display the History Segments stored in the node, e.g:

from_height:2001 to_height:3000 chain_id:"test-chain-clbOFm" history_segment_id:"QmUggHRGorV264FxsbnQUGQpGCTdjd5xytFXUyEnQN1dy1" previous_history_segment_id:"QmaBRouyXMtprM3RyYy6Gbr4QcMmf8j5hnMu3T87wsapyY"

Select the ID of the oldest segment (lowest from_height) and then run:

data-node network-history fetch QmUggHRGorV264FxsbnQUGQpGCTdjd5xytFXUyEnQN1dy1 1000

Replacing 1000 in the above example with however many blocks of history you would like to fetch and the segment id with the id of the oldest segment in your node. Once this completes, stop the data-node and run:

data-node network-history load

That's it, your data node will now contain all the fetched history.

How it works

So far, we've looked at why we have network history, and how to use it. Now we delve into the details of how it works under the covers. If you plan only to use data node software and run a node, but not actively develop it, then you don't need to read this section.

Each data node produces history segments as it processes events, and we will delve into what a History Segment is below in more detail, but in short, it's the collection of data between 2 block heights. The number of blocks in a segment is controlled by the network parameter snapshot.interval.length and will produce history segments at the same block height intervals as snapshots are produced by the core node.

NetworkHistoryProduction

History segments are shared between nodes using the Inter-Planetary File System (https://ipfs.tech/). Critical to the functioning of Network History is that the history segments produced on every node for a given block span are identical such that the IPFS content IDs of a segment for a given block span is the same across all nodes. This in turn means that there is no need to upload data between nodes, as each node will produce and therefore be able to act as a source of history segments. This ensures that when a node requests segments from the network, no one node is unfairly burdened with providing segments, and providing of the network history is not dependent on any centralised entity or singular node. Once a node has caught up with the latest network height, it in turn will create history segments and act as provider of segments to the network.

NewNodeJoins

IPFS Swarms and retrieving the latest history segment

All data nodes for a given network (chain) will be part of the same IPFS Swarm. The IPFS Swarm key is generated using the node's chain ID. Using a swarm key improves the quality of communication between nodes and helps ensure that there is no accidental sharing of history segments across networks.

If configured to do so (AutoInitialiseFromNetworkHistory = true), a node will reach out to peers in its swarm to determine the ID and span of the latest history segment. Once the History Segment ID is retrieved, all history prior to that segment can be retrieved too, as each segment's metadata contains the previous segment's ID (as shown in the next section).

There is also a command to get the network's latest history segment: data-node network-history latest-history-segment-from-peers.

Let's now take a look at what a history segment is.

Anatomy of a History Segment

AnatomyOfAHistorySegment

There are 3 files contained within a History Segment, as shown above, we discuss each in turn below:

Metadata

In addition to the previous history segment ID, metadata also includes a schema version. The schema version is used when loading a segment to ensure that it is applied against the correct version of the data schema; the loading process will update the schema automatically as the history segments are applied. So, for example, if the node is currently on schema version 1 and you load a span of network history that includes segments from schema versions 1 and 2, the loading process will take care of loading all data in the version 1 segments to the node, before migrating the schema to version 2 and then applying the segments with schema version 2.

Current State Snapshot and History Snapshot

Tables in a data node are split into two types: history tables (timescale hypertables https://www.timescale.com/) and current tables. For example, positions data has both a positions_current and positions table. positions_current holds the latest position for each party/market pair and positions holds the history of position changes over time. When a data node creates a history segment, it splits this data into a current state snapshot and a history snapshot, respectively.

The current state snapshot ensures that the data node will have the latest state verson of all the parties in the network. For example, the data node will have the up-to-date state of all parties and markets in the system, such that when an order event arrives it can process the event without violating any constraints (such as foreign keys) regardless of whether or not it holds the span of history at the point at which the party or market was created. In other words, imagine that a party is added in block 1 but the data node only has data loaded from block 10 onwards. Without the current state snapshot, the data node would not contain all the parties that have been created in the network and data constraints would be breached.

The data in the history state snapshot contains all new entities and entity modifications that occurred in the block span for the given history segment.

It's worth emphasising here that the requirement that history segments (and therefore the contained current state and history snapshots) are identical across all nodes places some constraints on the database schema. For example SERIAL column types are not supported, nor are any other type that does not deterministically derive its value from the state of the data node or the underlying data. Secondarily, the current state must not be derived from the historical state using a view or such, as there is no guarantee that the required history state to correctly derive the current state will be present in the data node. It's completely possible that the datanode may only have the latest history segment loaded.

How snapshots are created

When a core node creates a snapshot, it sends an event to the data nodes that announces that it too should create a corresponding history segment. Each data node will then snapshot the data concurrently whilst continuing to process new events from the core node. This is important as we do not want to hold up the processing of events by data node under any circumstances, and history creation typically takes a relatively large time (single digit to double digit seconds as a guide). To achieve this, the snapshotting process synchronously starts a serialisable transaction. Once this is done, it then releases the event processing thread and proceeds to snapshot the data concurrently on a different thread using the transaction. This ensures the snapshotting process does not intefere with the event processing and also ensures that the snapshotting process sees a 'frozen' view of the data at the block height it is snapshotting.

Documentation

Index

Constants

This section is empty.

Variables

View Source 
var ErrChainNotFound = errors.New("no chain found")

Functions

func FetchHistoryBlocks 

func FetchHistoryBlocks(ctx context.Context, logInfo func(s string, args ...interface{}), historySegmentID string,
	fetchHistory func(ctx context.Context, historySegmentID string) (FetchResult, error),
	numBlocksToFetch int64,
) (int64, error)

FetchHistoryBlocks will keep fetching history until numBlocksToFetch is reached or all history is retrieved.

func GetDatanodeClientFromIPAndPort 

func GetDatanodeClientFromIPAndPort(ip string, port int) (v2.TradingDataServiceClient, *grpc.ClientConn, error)

func GetMostRecentHistorySegmentFromPeer 

func GetMostRecentHistorySegmentFromPeer(ctx context.Context, ip string, datanodeGrpcAPIPort int) (*v2.GetMostRecentNetworkHistorySegmentResponse, error)

func InitialiseDatanodeFromNetworkHistory 

func InitialiseDatanodeFromNetworkHistory(parentCtx context.Context, cfg InitializationConfig, log *logging.Logger,
	connCfg sqlstore.ConnectionConfig, networkHistoryService NetworkHistory,
	grpcPorts []int, verboseMigration bool,
) error

func KillAllConnectionsToDatabase 

func KillAllConnectionsToDatabase(ctx context.Context, connConfig sqlstore.ConnectionConfig) error

func VerifyChainID 

func VerifyChainID(chainID string, chainService *service.Chain) error

Types

type BlockCommitHandler 

type BlockCommitHandler struct {
	// contains filtered or unexported fields
}

func NewBlockCommitHandler 

func NewBlockCommitHandler(
	log *logging.Logger,
	cfg Config,
	snapshotData func(ctx context.Context, chainID string, toHeight int64) error,
	usingEventFile bool, eventFileTimeBetweenBlock time.Duration,
	timeBetweenRetries time.Duration,
	maxRetries uint64,
) *BlockCommitHandler

func (*BlockCommitHandler) OnBlockCommitted 

func (b *BlockCommitHandler) OnBlockCommitted(ctx context.Context, chainID string, blockHeight int64, snapshotTaken bool)

type Config 

type Config struct {
	Level         encoding.LogLevel `long:"log-level"`
	Enabled       encoding.Bool     `description:"set to false to disable network history"                                long:"enabled"`
	WipeOnStartup encoding.Bool     `description:"deprecated and ignored, use data-node unsafe_reset_all command instead" long:"wipe-on-startup"`

	Publish encoding.Bool `description:"if true this node will create and publish network history segments" long:"publish"`

	Store    store.Config    `group:"Store"    namespace:"store"`
	Snapshot snapshot.Config `group:"Snapshot" namespace:"snapshot"`

	FetchRetryMax int               `description:"maximum number of times to retry fetching segments - default 10"      long:"fetch-retry-max"`
	RetryTimeout  encoding.Duration `description:"time to wait between retries, increases with each retry - default 5s" long:"retry-timeout"`

	Initialise InitializationConfig `group:"Initialise" namespace:"initialise"`
}

func NewDefaultConfig 

func NewDefaultConfig() Config

NewDefaultConfig creates an instance of the package specific configuration, given a pointer to a logger instance to be used for logging within the package.

type FetchResult 

type FetchResult struct {
	HeightFrom               int64
	HeightTo                 int64
	PreviousHistorySegmentID string
}

func FromSegmentIndexEntry 

func FromSegmentIndexEntry(s segment.Full) FetchResult

type InitializationConfig 

type InitializationConfig struct {
	ToSegment         string            `` /* 146-byte string literal not displayed */
	MinimumBlockCount int64             `` /* 147-byte string literal not displayed */
	TimeOut           encoding.Duration `` /* 143-byte string literal not displayed */
	GrpcAPIPorts      []int             `` /* 150-byte string literal not displayed */
}

func NewDefaultInitializationConfig 

func NewDefaultInitializationConfig() InitializationConfig

type NetworkHistory 

type NetworkHistory interface {
	FetchHistorySegment(ctx context.Context, historySegmentID string) (segment.Full, error)
	LoadNetworkHistoryIntoDatanode(ctx context.Context, chunk segment.ContiguousHistory[segment.Full], cfg sqlstore.ConnectionConfig, withIndexesAndOrderTriggers, verbose bool) (snapshot.LoadResult, error)
	GetMostRecentHistorySegmentFromPeers(ctx context.Context, grpcAPIPorts []int) (*PeerResponse, map[string]*v2.GetMostRecentNetworkHistorySegmentResponse, error)
	GetDatanodeBlockSpan(ctx context.Context) (sqlstore.DatanodeBlockSpan, error)
	ListAllHistorySegments() (segment.Segments[segment.Full], error)
}

it would be nice to use go:generate go run github.com/golang/mock/mockgen -destination mocks/networkhistory_service_mock.go -package mocks code.vegaprotocol.io/vega/datanode/networkhistory NetworkHistory but it messes up with generic interfaces and so requires a bit of manual fiddling.

type PeerResponse 

type PeerResponse struct {
	PeerAddr string
	Response *v2.GetMostRecentNetworkHistorySegmentResponse
}

func GetMostRecentHistorySegmentFromPeersAddresses 

func GetMostRecentHistorySegmentFromPeersAddresses(ctx context.Context, peerAddresses []string,
	swarmKeySeed string,
	grpcAPIPorts []int,
) (*PeerResponse, map[string]*v2.GetMostRecentNetworkHistorySegmentResponse, error)

func SelectMostRecentHistorySegmentResponse 

func SelectMostRecentHistorySegmentResponse(peerToResponse map[string]*v2.GetMostRecentNetworkHistorySegmentResponse, swarmKeySeed string) *PeerResponse

TODO this needs some thought as to the best strategy to select the response to avoid spoofing.

type ProtocolUpgradeHandler 

type ProtocolUpgradeHandler struct {
	// contains filtered or unexported fields
}

func NewProtocolUpgradeHandler 

func NewProtocolUpgradeHandler(
	log *logging.Logger,
	protocolUpgradeService *service.ProtocolUpgrade,
	eventSender eventSender,
	createAndPublishSegment func(ctx context.Context, chainID string, toHeight int64) error,
) *ProtocolUpgradeHandler

func (*ProtocolUpgradeHandler) GetProtocolUpgradeStarted 

func (t *ProtocolUpgradeHandler) GetProtocolUpgradeStarted() bool

func (*ProtocolUpgradeHandler) OnProtocolUpgradeEvent 

func (t *ProtocolUpgradeHandler) OnProtocolUpgradeEvent(ctx context.Context, chainID string,
	lastCommittedBlockHeight int64,
) error

type Service 

type Service struct {
	// contains filtered or unexported fields
}

func New 

func New(ctx context.Context, log *logging.Logger, cfg Config, networkHistoryHome string, connPool *pgxpool.Pool,
	chainID string,
	snapshotService *snapshot.Service, datanodeGrpcAPIPort int,
	snapshotsCopyFromDir, snapshotsCopyToDir string, maxMemoryPercent uint8,
) (*Service, error)

func NewWithStore 

func NewWithStore(ctx context.Context, log *logging.Logger, chainID string, cfg Config, connPool *pgxpool.Pool,
	snapshotService *snapshot.Service,
	networkHistoryStore *store.Store, datanodeGrpcAPIPort int,
	snapshotsCopyToPath string,
) (*Service, error)

func (*Service) CopyHistorySegmentToFile 

func (d *Service) CopyHistorySegmentToFile(ctx context.Context, historySegmentID string, outFile string) error

func (*Service) CreateAndPublishSegment 

func (d *Service) CreateAndPublishSegment(ctx context.Context, chainID string, toHeight int64) error

func (*Service) FetchHistorySegment 

func (d *Service) FetchHistorySegment(parentCtx context.Context, historySegmentID string) (segment.Full, error)

func (*Service) GetActivePeerIPAddresses added in v0.68.0 

func (d *Service) GetActivePeerIPAddresses() []string

func (*Service) GetBootstrapPeers added in v0.68.0 

func (d *Service) GetBootstrapPeers() []string

func (*Service) GetConnectedPeerAddresses added in v0.68.0 

func (d *Service) GetConnectedPeerAddresses() ([]string, error)

func (*Service) GetDatanodeBlockSpan 

func (d *Service) GetDatanodeBlockSpan(ctx context.Context) (sqlstore.DatanodeBlockSpan, error)

func (*Service) GetHighestBlockHeightHistorySegment 

func (d *Service) GetHighestBlockHeightHistorySegment() (segment.Full, error)

func (*Service) GetHistorySegmentReader added in v0.71.0 

func (d *Service) GetHistorySegmentReader(ctx context.Context, historySegmentID string) (io.ReadSeekCloser, int64, error)

func (*Service) GetIpfsAddress added in v0.68.0 

func (d *Service) GetIpfsAddress() (string, error)

func (*Service) GetMostRecentHistorySegmentFromPeers 

func (d *Service) GetMostRecentHistorySegmentFromPeers(ctx context.Context,
	grpcAPIPorts []int,
) (*PeerResponse, map[string]*v2.GetMostRecentNetworkHistorySegmentResponse, error)

func (*Service) GetSwarmKey 

func (d *Service) GetSwarmKey() string

func (*Service) GetSwarmKeySeed added in v0.68.0 

func (d *Service) GetSwarmKeySeed() string

func (*Service) ListAllHistorySegments 

func (d *Service) ListAllHistorySegments() (segment.Segments[segment.Full], error)

func (*Service) LoadNetworkHistoryIntoDatanode 

func (d *Service) LoadNetworkHistoryIntoDatanode(ctx context.Context, chunk segment.ContiguousHistory[segment.Full],
	connConfig sqlstore.ConnectionConfig, withIndexesAndOrderTriggers, verbose bool,
) (snapshot.LoadResult, error)

func (*Service) LoadNetworkHistoryIntoDatanodeWithLog added in v0.68.0 

func (d *Service) LoadNetworkHistoryIntoDatanodeWithLog(ctx context.Context, log snapshot.LoadLog, chunk segment.ContiguousHistory[segment.Full],
	connConfig sqlstore.ConnectionConfig, withIndexesAndOrderTriggers, verbose bool,
) (snapshot.LoadResult, error)

func (*Service) PublishSegments added in v0.72.0 

func (d *Service) PublishSegments(ctx context.Context) error

func (*Service) RollbackToHeight added in v0.71.0 

func (d *Service) RollbackToHeight(ctx context.Context, log snapshot.LoadLog, height int64) error

func (*Service) Stop 

func (d *Service) Stop()

Source Files

View all Source files

Directories

Path Synopsis
Package mocks is a generated GoMock package.
 Package mocks is a generated GoMock package.
mutex

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