592ce92c72
To prepare for combinning scores from multiple heuristics, we require the scores returned from the NodeSores API to be in the range [0.0, 1.0]. The prefAttach heuristic is altered to scale the returned scores such that the most connected node in the grpah is given a score of 1.0.
502 lines
12 KiB
Go
502 lines
12 KiB
Go
package autopilot
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import (
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"bytes"
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"io/ioutil"
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"os"
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"testing"
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"time"
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prand "math/rand"
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"github.com/btcsuite/btcd/btcec"
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"github.com/btcsuite/btcutil"
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"github.com/lightningnetwork/lnd/channeldb"
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)
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type genGraphFunc func() (testGraph, func(), error)
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type testGraph interface {
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ChannelGraph
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addRandChannel(*btcec.PublicKey, *btcec.PublicKey,
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btcutil.Amount) (*ChannelEdge, *ChannelEdge, error)
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addRandNode() (*btcec.PublicKey, error)
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}
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func newDiskChanGraph() (testGraph, func(), error) {
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// First, create a temporary directory to be used for the duration of
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// this test.
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tempDirName, err := ioutil.TempDir("", "channeldb")
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if err != nil {
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return nil, nil, err
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}
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// Next, create channeldb for the first time.
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cdb, err := channeldb.Open(tempDirName)
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if err != nil {
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return nil, nil, err
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}
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cleanUp := func() {
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cdb.Close()
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os.RemoveAll(tempDirName)
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}
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return &databaseChannelGraph{
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db: cdb.ChannelGraph(),
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}, cleanUp, nil
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}
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var _ testGraph = (*databaseChannelGraph)(nil)
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func newMemChanGraph() (testGraph, func(), error) {
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return newMemChannelGraph(), nil, nil
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}
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var _ testGraph = (*memChannelGraph)(nil)
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var chanGraphs = []struct {
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name string
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genFunc genGraphFunc
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}{
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{
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name: "disk_graph",
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genFunc: newDiskChanGraph,
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},
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{
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name: "mem_graph",
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genFunc: newMemChanGraph,
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},
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}
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// TestPrefAttachmentSelectEmptyGraph ensures that when passed an
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// empty graph, the NodeSores function always returns a score of 0.
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func TestPrefAttachmentSelectEmptyGraph(t *testing.T) {
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const (
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maxChanSize = btcutil.Amount(btcutil.SatoshiPerBitcoin)
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)
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prefAttach := NewPrefAttachment()
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// Create a random public key, which we will query to get a score for.
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pub, err := randKey()
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if err != nil {
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t.Fatalf("unable to generate key: %v", err)
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}
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nodes := map[NodeID]struct{}{
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NewNodeID(pub): {},
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}
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for _, graph := range chanGraphs {
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success := t.Run(graph.name, func(t1 *testing.T) {
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graph, cleanup, err := graph.genFunc()
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if err != nil {
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t1.Fatalf("unable to create graph: %v", err)
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}
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if cleanup != nil {
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defer cleanup()
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}
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// With the necessary state initialized, we'll now
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// attempt to get the score for this one node.
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const walletFunds = btcutil.SatoshiPerBitcoin
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scores, err := prefAttach.NodeScores(graph, nil,
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walletFunds, nodes)
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if err != nil {
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t1.Fatalf("unable to select attachment "+
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"directives: %v", err)
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}
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// Since the graph is empty, we expect the score to be
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// 0, giving an empty return map.
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if len(scores) != 0 {
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t1.Fatalf("expected empty score map, "+
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"instead got %v ", len(scores))
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}
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})
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if !success {
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break
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}
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}
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}
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// completeGraph is a helper method that adds numNodes fully connected nodes to
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// the graph.
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func completeGraph(t *testing.T, g testGraph, numNodes int) {
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const chanCapacity = btcutil.SatoshiPerBitcoin
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nodes := make(map[int]*btcec.PublicKey)
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for i := 0; i < numNodes; i++ {
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for j := i + 1; j < numNodes; j++ {
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node1 := nodes[i]
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node2 := nodes[j]
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edge1, edge2, err := g.addRandChannel(
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node1, node2, chanCapacity)
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if err != nil {
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t.Fatalf("unable to generate channel: %v", err)
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}
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if node1 == nil {
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pubKeyBytes := edge1.Peer.PubKey()
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nodes[i], err = btcec.ParsePubKey(
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pubKeyBytes[:], btcec.S256(),
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)
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if err != nil {
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t.Fatalf("unable to parse pubkey: %v",
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err)
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}
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}
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if node2 == nil {
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pubKeyBytes := edge2.Peer.PubKey()
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nodes[j], err = btcec.ParsePubKey(
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pubKeyBytes[:], btcec.S256(),
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)
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if err != nil {
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t.Fatalf("unable to parse pubkey: %v",
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err)
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}
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}
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}
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}
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}
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// TestPrefAttachmentSelectTwoVertexes ensures that when passed a
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// graph with only two eligible vertexes, then both are given the same score,
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// and the funds are appropriately allocated across each peer.
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func TestPrefAttachmentSelectTwoVertexes(t *testing.T) {
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t.Parallel()
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prand.Seed(time.Now().Unix())
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const (
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maxChanSize = btcutil.Amount(btcutil.SatoshiPerBitcoin)
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)
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for _, graph := range chanGraphs {
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success := t.Run(graph.name, func(t1 *testing.T) {
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graph, cleanup, err := graph.genFunc()
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if err != nil {
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t1.Fatalf("unable to create graph: %v", err)
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}
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if cleanup != nil {
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defer cleanup()
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}
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prefAttach := NewPrefAttachment()
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// For this set, we'll load the memory graph with two
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// nodes, and a random channel connecting them.
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const chanCapacity = btcutil.SatoshiPerBitcoin
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edge1, edge2, err := graph.addRandChannel(nil, nil, chanCapacity)
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if err != nil {
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t1.Fatalf("unable to generate channel: %v", err)
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}
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// We also add a third, non-connected node to the graph.
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_, err = graph.addRandNode()
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if err != nil {
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t1.Fatalf("unable to add random node: %v", err)
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}
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// Get the score for all nodes found in the graph at
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// this point.
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nodes := make(map[NodeID]struct{})
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if err := graph.ForEachNode(func(n Node) error {
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nodes[n.PubKey()] = struct{}{}
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return nil
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}); err != nil {
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t1.Fatalf("unable to traverse graph: %v", err)
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}
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if len(nodes) != 3 {
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t1.Fatalf("expected 2 nodes, found %d", len(nodes))
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}
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// With the necessary state initialized, we'll now
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// attempt to get our candidates channel score given
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// the current state of the graph.
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candidates, err := prefAttach.NodeScores(graph, nil,
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maxChanSize, nodes)
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if err != nil {
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t1.Fatalf("unable to select attachment "+
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"directives: %v", err)
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}
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// We expect two candidates, since one of the nodes
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// doesn't have any channels.
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if len(candidates) != 2 {
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t1.Fatalf("2 nodes should be scored, "+
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"instead %v were", len(candidates))
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}
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// The candidates should be amongst the two edges
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// created above.
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for nodeID, candidate := range candidates {
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edge1Pub := edge1.Peer.PubKey()
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edge2Pub := edge2.Peer.PubKey()
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switch {
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case bytes.Equal(nodeID[:], edge1Pub[:]):
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case bytes.Equal(nodeID[:], edge2Pub[:]):
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default:
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t1.Fatalf("attached to unknown node: %x",
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nodeID[:])
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}
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// Since each of the nodes has 1 channel, out
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// of only one channel in the graph, we expect
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// their score to be 1.0.
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expScore := float64(1.0)
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if candidate.Score != expScore {
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t1.Fatalf("expected candidate score "+
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"to be %v, instead was %v",
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expScore, candidate.Score)
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}
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}
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})
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if !success {
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break
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}
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}
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}
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// TestPrefAttachmentSelectGreedyAllocation tests that if upon
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// returning node scores, the NodeScores method will attempt to greedily
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// allocate all funds to each vertex (up to the max channel size).
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func TestPrefAttachmentSelectGreedyAllocation(t *testing.T) {
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t.Parallel()
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prand.Seed(time.Now().Unix())
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const (
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maxChanSize = btcutil.Amount(btcutil.SatoshiPerBitcoin)
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)
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for _, graph := range chanGraphs {
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success := t.Run(graph.name, func(t1 *testing.T) {
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graph, cleanup, err := graph.genFunc()
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if err != nil {
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t1.Fatalf("unable to create graph: %v", err)
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}
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if cleanup != nil {
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defer cleanup()
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}
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prefAttach := NewPrefAttachment()
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const chanCapacity = btcutil.SatoshiPerBitcoin
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// Next, we'll add 3 nodes to the graph, creating an
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// "open triangle topology".
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edge1, _, err := graph.addRandChannel(nil, nil,
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chanCapacity)
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if err != nil {
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t1.Fatalf("unable to create channel: %v", err)
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}
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peerPubBytes := edge1.Peer.PubKey()
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peerPub, err := btcec.ParsePubKey(
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peerPubBytes[:], btcec.S256(),
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)
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if err != nil {
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t.Fatalf("unable to parse pubkey: %v", err)
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}
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_, _, err = graph.addRandChannel(
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peerPub, nil, chanCapacity,
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)
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if err != nil {
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t1.Fatalf("unable to create channel: %v", err)
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}
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// At this point, there should be three nodes in the
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// graph, with node node having two edges.
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numNodes := 0
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twoChans := false
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nodes := make(map[NodeID]struct{})
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if err := graph.ForEachNode(func(n Node) error {
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numNodes++
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nodes[n.PubKey()] = struct{}{}
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numChans := 0
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err := n.ForEachChannel(func(c ChannelEdge) error {
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numChans++
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return nil
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})
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if err != nil {
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return err
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}
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twoChans = twoChans || (numChans == 2)
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return nil
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}); err != nil {
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t1.Fatalf("unable to traverse graph: %v", err)
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}
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if numNodes != 3 {
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t1.Fatalf("expected 3 nodes, instead have: %v",
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numNodes)
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}
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if !twoChans {
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t1.Fatalf("expected node to have two channels")
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}
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// We'll now begin our test, modeling the available
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// wallet balance to be 5.5 BTC. We're shooting for a
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// 50/50 allocation, and have 3 BTC in channels. As a
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// result, the heuristic should try to greedily
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// allocate funds to channels.
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scores, err := prefAttach.NodeScores(graph, nil,
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maxChanSize, nodes)
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if err != nil {
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t1.Fatalf("unable to select attachment "+
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"directives: %v", err)
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}
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if len(scores) != len(nodes) {
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t1.Fatalf("all nodes should be scored, "+
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"instead %v were", len(scores))
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}
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// The candidates should have a non-zero score, and
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// have the max chan size funds recommended channel
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// size.
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for _, candidate := range scores {
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if candidate.Score == 0 {
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t1.Fatalf("Expected non-zero score")
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}
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}
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// Imagine a few channels are being opened, and there's
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// only 0.5 BTC left. That should leave us with channel
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// candidates of that size.
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const remBalance = btcutil.SatoshiPerBitcoin * 0.5
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scores, err = prefAttach.NodeScores(graph, nil,
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remBalance, nodes)
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if err != nil {
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t1.Fatalf("unable to select attachment "+
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"directives: %v", err)
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}
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if len(scores) != len(nodes) {
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t1.Fatalf("all nodes should be scored, "+
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"instead %v were", len(scores))
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}
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// Check that the recommended channel sizes are now the
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// remaining channel balance.
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for _, candidate := range scores {
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if candidate.Score == 0 {
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t1.Fatalf("Expected non-zero score")
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}
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}
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})
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if !success {
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break
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}
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}
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}
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// TestPrefAttachmentSelectSkipNodes ensures that if a node was
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// already selected as a channel counterparty, then that node will get a score
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// of zero during scoring.
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func TestPrefAttachmentSelectSkipNodes(t *testing.T) {
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t.Parallel()
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prand.Seed(time.Now().Unix())
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const (
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maxChanSize = btcutil.Amount(btcutil.SatoshiPerBitcoin)
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)
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for _, graph := range chanGraphs {
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success := t.Run(graph.name, func(t1 *testing.T) {
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graph, cleanup, err := graph.genFunc()
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if err != nil {
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t1.Fatalf("unable to create graph: %v", err)
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}
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if cleanup != nil {
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defer cleanup()
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}
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prefAttach := NewPrefAttachment()
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// Next, we'll create a simple topology of two nodes,
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// with a single channel connecting them.
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const chanCapacity = btcutil.SatoshiPerBitcoin
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_, _, err = graph.addRandChannel(nil, nil,
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chanCapacity)
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if err != nil {
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t1.Fatalf("unable to create channel: %v", err)
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}
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nodes := make(map[NodeID]struct{})
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if err := graph.ForEachNode(func(n Node) error {
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nodes[n.PubKey()] = struct{}{}
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return nil
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}); err != nil {
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t1.Fatalf("unable to traverse graph: %v", err)
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}
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if len(nodes) != 2 {
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t1.Fatalf("expected 2 nodes, found %d", len(nodes))
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}
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// With our graph created, we'll now get the scores for
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// all nodes in the graph.
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scores, err := prefAttach.NodeScores(graph, nil,
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maxChanSize, nodes)
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if err != nil {
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t1.Fatalf("unable to select attachment "+
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"directives: %v", err)
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}
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if len(scores) != len(nodes) {
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t1.Fatalf("all nodes should be scored, "+
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"instead %v were", len(scores))
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}
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// THey should all have a score, and a maxChanSize
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// channel size recommendation.
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for _, candidate := range scores {
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if candidate.Score == 0 {
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t1.Fatalf("Expected non-zero score")
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}
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}
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// We'll simulate a channel update by adding the nodes
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// to our set of channels.
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var chans []Channel
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for _, candidate := range scores {
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chans = append(chans,
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Channel{
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Node: candidate.NodeID,
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},
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)
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}
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// If we attempt to make a call to the NodeScores
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// function, without providing any new information,
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// then all nodes should have a score of zero, since we
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// already got channels to them.
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scores, err = prefAttach.NodeScores(graph, chans,
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maxChanSize, nodes)
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if err != nil {
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t1.Fatalf("unable to select attachment "+
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"directives: %v", err)
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}
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// Since all should be given a score of 0, the map
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// should be empty.
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if len(scores) != 0 {
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t1.Fatalf("expected empty score map, "+
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"instead got %v ", len(scores))
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}
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})
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if !success {
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break
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}
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}
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}
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