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