mirror of https://github.com/vacp2p/nim-libp2p.git
GossipSub tutorial (#784)
This commit is contained in:
parent
2e12c7ab73
commit
4b105c6abd
|
@ -0,0 +1,163 @@
|
||||||
|
## # GossipSub
|
||||||
|
##
|
||||||
|
## In this tutorial, we'll build a simple GossipSub network
|
||||||
|
## to broadcast the metrics we built in the previous tutorial.
|
||||||
|
##
|
||||||
|
## GossipSub is used to broadcast some messages in a network,
|
||||||
|
## and allows to balance between latency, bandwidth usage,
|
||||||
|
## privacy and attack resistance.
|
||||||
|
##
|
||||||
|
## You'll find a good explanation on how GossipSub works
|
||||||
|
## [here.](https://docs.libp2p.io/concepts/publish-subscribe/) There are a lot
|
||||||
|
## of parameters you can tweak to adjust how GossipSub behaves but here we'll
|
||||||
|
## use the sane defaults shipped with libp2p.
|
||||||
|
##
|
||||||
|
## We'll start by creating our metric structure like previously
|
||||||
|
|
||||||
|
import chronos
|
||||||
|
import stew/results
|
||||||
|
|
||||||
|
import libp2p
|
||||||
|
import libp2p/protocols/pubsub/rpc/messages
|
||||||
|
|
||||||
|
type
|
||||||
|
Metric = object
|
||||||
|
name: string
|
||||||
|
value: float
|
||||||
|
|
||||||
|
MetricList = object
|
||||||
|
hostname: string
|
||||||
|
metrics: seq[Metric]
|
||||||
|
|
||||||
|
{.push raises: [].}
|
||||||
|
|
||||||
|
proc encode(m: Metric): ProtoBuffer =
|
||||||
|
result = initProtoBuffer()
|
||||||
|
result.write(1, m.name)
|
||||||
|
result.write(2, m.value)
|
||||||
|
result.finish()
|
||||||
|
|
||||||
|
proc decode(_: type Metric, buf: seq[byte]): Result[Metric, ProtoError] =
|
||||||
|
var res: Metric
|
||||||
|
let pb = initProtoBuffer(buf)
|
||||||
|
discard ? pb.getField(1, res.name)
|
||||||
|
discard ? pb.getField(2, res.value)
|
||||||
|
ok(res)
|
||||||
|
|
||||||
|
proc encode(m: MetricList): ProtoBuffer =
|
||||||
|
result = initProtoBuffer()
|
||||||
|
for metric in m.metrics:
|
||||||
|
result.write(1, metric.encode())
|
||||||
|
result.write(2, m.hostname)
|
||||||
|
result.finish()
|
||||||
|
|
||||||
|
proc decode(_: type MetricList, buf: seq[byte]): Result[MetricList, ProtoError] =
|
||||||
|
var
|
||||||
|
res: MetricList
|
||||||
|
metrics: seq[seq[byte]]
|
||||||
|
let pb = initProtoBuffer(buf)
|
||||||
|
discard ? pb.getRepeatedField(1, metrics)
|
||||||
|
|
||||||
|
for metric in metrics:
|
||||||
|
res.metrics &= ? Metric.decode(metric)
|
||||||
|
? pb.getRequiredField(2, res.hostname)
|
||||||
|
ok(res)
|
||||||
|
|
||||||
|
## This is exactly like the previous structure, except that we added
|
||||||
|
## a `hostname` to distinguish where the metric is coming from.
|
||||||
|
##
|
||||||
|
## Now we'll create a small GossipSub network to broadcast the metrics,
|
||||||
|
## and collect them on one of the node.
|
||||||
|
|
||||||
|
type Node = tuple[switch: Switch, gossip: GossipSub, hostname: string]
|
||||||
|
|
||||||
|
proc oneNode(node: Node, rng: ref HmacDrbgContext) {.async.} =
|
||||||
|
# This procedure will handle one of the node of the network
|
||||||
|
node.gossip.addValidator(["metrics"],
|
||||||
|
proc(topic: string, message: Message): Future[ValidationResult] {.async.} =
|
||||||
|
let decoded = MetricList.decode(message.data)
|
||||||
|
if decoded.isErr: return ValidationResult.Reject
|
||||||
|
return ValidationResult.Accept
|
||||||
|
)
|
||||||
|
# This "validator" will attach to the `metrics` topic and make sure
|
||||||
|
# that every message in this topic is valid. This allows us to stop
|
||||||
|
# propagation of invalid messages quickly in the network, and punish
|
||||||
|
# peers sending them.
|
||||||
|
|
||||||
|
# `John` will be responsible to log the metrics, the rest of the nodes
|
||||||
|
# will just forward them in the network
|
||||||
|
if node.hostname == "John":
|
||||||
|
node.gossip.subscribe("metrics",
|
||||||
|
proc (topic: string, data: seq[byte]) {.async.} =
|
||||||
|
echo MetricList.decode(data).tryGet()
|
||||||
|
)
|
||||||
|
else:
|
||||||
|
node.gossip.subscribe("metrics", nil)
|
||||||
|
|
||||||
|
# Create random metrics 10 times and broadcast them
|
||||||
|
for _ in 0..<10:
|
||||||
|
await sleepAsync(500.milliseconds)
|
||||||
|
var metricList = MetricList(hostname: node.hostname)
|
||||||
|
let metricCount = rng[].generate(uint32) mod 4
|
||||||
|
for i in 0 ..< metricCount + 1:
|
||||||
|
metricList.metrics.add(Metric(
|
||||||
|
name: "metric_" & $i,
|
||||||
|
value: float(rng[].generate(uint16)) / 1000.0
|
||||||
|
))
|
||||||
|
|
||||||
|
discard await node.gossip.publish("metrics", encode(metricList).buffer)
|
||||||
|
await node.switch.stop()
|
||||||
|
|
||||||
|
## For our main procedure, we'll create a few nodes, and connect them together.
|
||||||
|
## Note that they are not all interconnected, but GossipSub will take care of
|
||||||
|
## broadcasting to the full network nonetheless.
|
||||||
|
proc main {.async.} =
|
||||||
|
let rng = newRng()
|
||||||
|
var nodes: seq[Node]
|
||||||
|
|
||||||
|
for hostname in ["John", "Walter", "David", "Thuy", "Amy"]:
|
||||||
|
let
|
||||||
|
switch = newStandardSwitch(rng=rng)
|
||||||
|
gossip = GossipSub.init(switch = switch, triggerSelf = true)
|
||||||
|
switch.mount(gossip)
|
||||||
|
await switch.start()
|
||||||
|
|
||||||
|
nodes.add((switch, gossip, hostname))
|
||||||
|
|
||||||
|
for index, node in nodes:
|
||||||
|
# Connect to a few neighbors
|
||||||
|
for otherNodeIdx in index - 1 .. index + 2:
|
||||||
|
if otherNodeIdx notin 0 ..< nodes.len or otherNodeIdx == index: continue
|
||||||
|
let otherNode = nodes[otherNodeIdx]
|
||||||
|
await node.switch.connect(
|
||||||
|
otherNode.switch.peerInfo.peerId,
|
||||||
|
otherNode.switch.peerInfo.addrs)
|
||||||
|
|
||||||
|
var allFuts: seq[Future[void]]
|
||||||
|
for node in nodes:
|
||||||
|
allFuts.add(oneNode(node, rng))
|
||||||
|
|
||||||
|
await allFutures(allFuts)
|
||||||
|
|
||||||
|
waitFor(main())
|
||||||
|
|
||||||
|
## If you run this program, you should see something like:
|
||||||
|
## ```
|
||||||
|
## (hostname: "John", metrics: @[(name: "metric_0", value: 42.097), (name: "metric_1", value: 50.99), (name: "metric_2", value: 47.86), (name: "metric_3", value: 5.368)])
|
||||||
|
## (hostname: "Walter", metrics: @[(name: "metric_0", value: 39.452), (name: "metric_1", value: 15.606), (name: "metric_2", value: 14.059), (name: "metric_3", value: 6.68)])
|
||||||
|
## (hostname: "David", metrics: @[(name: "metric_0", value: 9.82), (name: "metric_1", value: 2.862), (name: "metric_2", value: 15.514)])
|
||||||
|
## (hostname: "Thuy", metrics: @[(name: "metric_0", value: 59.038)])
|
||||||
|
## (hostname: "Amy", metrics: @[(name: "metric_0", value: 55.616), (name: "metric_1", value: 23.52), (name: "metric_2", value: 59.081), (name: "metric_3", value: 2.516)])
|
||||||
|
## ```
|
||||||
|
##
|
||||||
|
## This is John receiving & logging everyone's metrics.
|
||||||
|
##
|
||||||
|
## ## Going further
|
||||||
|
## Building efficient & safe GossipSub networks is a tricky subject. By tweaking the [gossip params](https://status-im.github.io/nim-libp2p/master/libp2p/protocols/pubsub/gossipsub/types.html#GossipSubParams)
|
||||||
|
## and [topic params](https://status-im.github.io/nim-libp2p/master/libp2p/protocols/pubsub/gossipsub/types.html#TopicParams),
|
||||||
|
## you can achieve very different properties.
|
||||||
|
##
|
||||||
|
## Also see reports for [GossipSub v1.1](https://gateway.ipfs.io/ipfs/QmRAFP5DBnvNjdYSbWhEhVRJJDFCLpPyvew5GwCCB4VxM4)
|
||||||
|
##
|
||||||
|
## If you are interested in broadcasting for your application, you may want to use [Waku](https://waku.org/), which builds on top of GossipSub,
|
||||||
|
## and adds features such as history, spam protection, and light node friendliness.
|
|
@ -90,6 +90,7 @@ task website, "Build the website":
|
||||||
tutorialToMd("examples/tutorial_1_connect.nim")
|
tutorialToMd("examples/tutorial_1_connect.nim")
|
||||||
tutorialToMd("examples/tutorial_2_customproto.nim")
|
tutorialToMd("examples/tutorial_2_customproto.nim")
|
||||||
tutorialToMd("examples/tutorial_3_protobuf.nim")
|
tutorialToMd("examples/tutorial_3_protobuf.nim")
|
||||||
|
tutorialToMd("examples/tutorial_4_gossipsub.nim")
|
||||||
tutorialToMd("examples/circuitrelay.nim")
|
tutorialToMd("examples/circuitrelay.nim")
|
||||||
exec "mkdocs build"
|
exec "mkdocs build"
|
||||||
|
|
||||||
|
@ -100,8 +101,9 @@ task examples_build, "Build the samples":
|
||||||
buildSample("tutorial_1_connect", true)
|
buildSample("tutorial_1_connect", true)
|
||||||
buildSample("tutorial_2_customproto", true)
|
buildSample("tutorial_2_customproto", true)
|
||||||
if (NimMajor, NimMinor) > (1, 2):
|
if (NimMajor, NimMinor) > (1, 2):
|
||||||
# This tutorial relies on post 1.4 exception tracking
|
# These tutorials relies on post 1.4 exception tracking
|
||||||
buildSample("tutorial_3_protobuf", true)
|
buildSample("tutorial_3_protobuf", true)
|
||||||
|
buildSample("tutorial_4_gossipsub", true)
|
||||||
|
|
||||||
# pin system
|
# pin system
|
||||||
# while nimble lockfile
|
# while nimble lockfile
|
||||||
|
|
|
@ -16,7 +16,7 @@ import chronos
|
||||||
import std/[tables, sets]
|
import std/[tables, sets]
|
||||||
import ".."/[floodsub, peertable, mcache, pubsubpeer]
|
import ".."/[floodsub, peertable, mcache, pubsubpeer]
|
||||||
import "../rpc"/[messages]
|
import "../rpc"/[messages]
|
||||||
import "../../.."/[peerid, multiaddress]
|
import "../../.."/[peerid, multiaddress, utility]
|
||||||
|
|
||||||
const
|
const
|
||||||
GossipSubCodec* = "/meshsub/1.1.0"
|
GossipSubCodec* = "/meshsub/1.1.0"
|
||||||
|
@ -65,7 +65,7 @@ type
|
||||||
meshFailurePenalty*: float64
|
meshFailurePenalty*: float64
|
||||||
invalidMessageDeliveries*: float64
|
invalidMessageDeliveries*: float64
|
||||||
|
|
||||||
TopicParams* = object
|
TopicParams* {.public.} = object
|
||||||
topicWeight*: float64
|
topicWeight*: float64
|
||||||
|
|
||||||
# p1
|
# p1
|
||||||
|
@ -102,7 +102,7 @@ type
|
||||||
appScore*: float64 # application specific score
|
appScore*: float64 # application specific score
|
||||||
behaviourPenalty*: float64 # the eventual penalty score
|
behaviourPenalty*: float64 # the eventual penalty score
|
||||||
|
|
||||||
GossipSubParams* = object
|
GossipSubParams* {.public.} = object
|
||||||
explicit*: bool
|
explicit*: bool
|
||||||
pruneBackoff*: Duration
|
pruneBackoff*: Duration
|
||||||
unsubscribeBackoff*: Duration
|
unsubscribeBackoff*: Duration
|
||||||
|
|
|
@ -45,5 +45,6 @@ nav:
|
||||||
- 'Simple connection': tutorial_1_connect.md
|
- 'Simple connection': tutorial_1_connect.md
|
||||||
- 'Create a custom protocol': tutorial_2_customproto.md
|
- 'Create a custom protocol': tutorial_2_customproto.md
|
||||||
- 'Protobuf': tutorial_3_protobuf.md
|
- 'Protobuf': tutorial_3_protobuf.md
|
||||||
|
- 'GossipSub': tutorial_4_gossipsub.md
|
||||||
- 'Circuit Relay': circuitrelay.md
|
- 'Circuit Relay': circuitrelay.md
|
||||||
- Reference: '/nim-libp2p/master/libp2p.html'
|
- Reference: '/nim-libp2p/master/libp2p.html'
|
||||||
|
|
Loading…
Reference in New Issue