lnd.xprv/autopilot/graph.go
Olaoluwa Osuntokun 306c4aef8e
autopilot: "Look ma no hands!", introducing autopilot mode
This commit introduces the initial implementation of the autopilot
mode. Autopilot is new mode within lnd that enables automatic channel
management. This means that if enabled lnd will attempt to
automatically manage channels according to a set of heuristic defined
within the main configuration for autopilot.Agent instance.

The autopilot.Agent implements a simple closed control loop. It takes
in external signals such as wallet balance updates, new open channel,
and channels that are now closed the updates its internal state. With
each external trigger it will consult the registered
AttachmentHeuristic to decide: if it needs to open any more channels,
and if so how much it should use to open the channels, ultimately
returning a set of recommended AttachmentDirectives. The
autopilot.Agent loop will then take those attempt to establish
connection, and go back in waiting for a new external signal.

With this first implementation the default heuristic is the
ConstrainedPrefAttachment implementation of AttachmentHeuristic. Given
a min and max channel size, a limit on the number of channels, and the
percentage of wallet funds to allocate to channels, it will attempt to
execute a heuristic drive by the Barabási–Albert model model in order
to attempt to drive the global graph towards a scale free topology.

This is commit implements a foundational layer for future simulations,
optimization, and additional heuristics.
2017-08-10 21:14:55 -07:00

426 lines
11 KiB
Go

package autopilot
import (
"bytes"
"math/big"
prand "math/rand"
"net"
"time"
"github.com/boltdb/bolt"
"github.com/lightningnetwork/lnd/channeldb"
"github.com/lightningnetwork/lnd/lnwire"
"github.com/roasbeef/btcd/btcec"
"github.com/roasbeef/btcutil"
)
var (
testSig = &btcec.Signature{
R: new(big.Int),
S: new(big.Int),
}
_, _ = testSig.R.SetString("63724406601629180062774974542967536251589935445068131219452686511677818569431", 10)
_, _ = testSig.S.SetString("18801056069249825825291287104931333862866033135609736119018462340006816851118", 10)
)
// databaseChannelGraph wraps a channeldb.ChannelGraph instance with the
// necessary API to properly implement the autopilot.ChannelGraph interface.
//
// TODO(roasbeef): move inmpl to main package?
type databaseChannelGraph struct {
db *channeldb.ChannelGraph
}
// A compile time assertion to ensure databaseChannelGraph meets the
// autopilot.ChannelGraph interface.
var _ ChannelGraph = (*databaseChannelGraph)(nil)
// ChannelGraphFromDatabase returns a instance of the autopilot.ChannelGraph
// backed by a live, open channeldb instance.
func ChannelGraphFromDatabase(db *channeldb.ChannelGraph) ChannelGraph {
return &databaseChannelGraph{
db: db,
}
}
// type dbNode is a wrapper struct around a database transaction an
// channeldb.LightningNode. The wrapper method implement the autopilot.Node
// interface.
type dbNode struct {
tx *bolt.Tx
node *channeldb.LightningNode
}
// A compile time assertion to ensure dbNode meets the autopilot.Node
// interface.
var _ Node = (*dbNode)(nil)
// PubKey is the identity public key of the node. This will be used to attempt
// to target a node for channel opening by the main autopilot agent.
//
// NOTE: Part of the autopilot.Node interface.
func (d dbNode) PubKey() *btcec.PublicKey {
return d.node.PubKey
}
// Addrs returns a slice of publicly reachable public TCP addresses that the
// peer is known to be listening on.
//
// NOTE: Part of the autopilot.Node interface.
func (d dbNode) Addrs() []net.Addr {
return d.node.Addresses
}
// ForEachChannel is a higher-order function that will be used to iterate
// through all edges emanating from/to the target node. For each active
// channel, this function should be called with the populated ChannelEdge that
// describes the active channel.
//
// NOTE: Part of the autopilot.Node interface.
func (d dbNode) ForEachChannel(cb func(ChannelEdge) error) error {
return d.node.ForEachChannel(d.tx, func(tx *bolt.Tx,
ei *channeldb.ChannelEdgeInfo, ep *channeldb.ChannelEdgePolicy) error {
edge := ChannelEdge{
Channel: Channel{
ChanID: lnwire.NewShortChanIDFromInt(ep.ChannelID),
Capacity: ei.Capacity,
FundedAmt: ei.Capacity,
Node: NewNodeID(ep.Node.PubKey),
},
Peer: dbNode{
tx: tx,
node: ep.Node,
},
}
return cb(edge)
})
}
// ForEachNode is a higher-order function that should be called once for each
// connected node within the channel graph. If the passed callback returns an
// error, then execution should be terminated.
//
// NOTE: Part of the autopilot.ChannelGraph interface.
func (d *databaseChannelGraph) ForEachNode(cb func(Node) error) error {
return d.db.ForEachNode(nil, func(tx *bolt.Tx, n *channeldb.LightningNode) error {
// We'll skip over any node that doesn't have any advertised
// addresses. As we won't be able to reach them to actually
// open any channels.
if len(n.Addresses) == 0 {
log.Tracef("Skipping unreachable node %x",
n.PubKey.SerializeCompressed())
return nil
}
node := dbNode{
tx: tx,
node: n,
}
return cb(node)
})
}
// addRandChannel creates a new channel two target nodes. This function is
// meant to aide in the generation of random graphs for use within test cases
// the exercise the autopilot package.
func (d *databaseChannelGraph) addRandChannel(node1, node2 *btcec.PublicKey,
capacity btcutil.Amount) (*ChannelEdge, *ChannelEdge, error) {
fetchNode := func(pub *btcec.PublicKey) (*channeldb.LightningNode, error) {
if pub != nil {
dbNode, err := d.db.FetchLightningNode(pub)
switch {
case err == channeldb.ErrGraphNodeNotFound:
fallthrough
case err == channeldb.ErrGraphNotFound:
graphNode := &channeldb.LightningNode{
PubKey: pub,
HaveNodeAnnouncement: true,
Addresses: []net.Addr{
&net.TCPAddr{
IP: bytes.Repeat([]byte("a"), 16),
},
},
Features: lnwire.NewFeatureVector(nil),
AuthSig: testSig,
}
if err := d.db.AddLightningNode(graphNode); err != nil {
return nil, err
}
case err != nil:
return nil, err
}
return dbNode, nil
}
nodeKey, err := randKey()
if err != nil {
return nil, err
}
dbNode := &channeldb.LightningNode{
PubKey: nodeKey,
HaveNodeAnnouncement: true,
Addresses: []net.Addr{
&net.TCPAddr{
IP: bytes.Repeat([]byte("a"), 16),
},
},
Features: lnwire.NewFeatureVector(nil),
AuthSig: testSig,
}
if err := d.db.AddLightningNode(dbNode); err != nil {
return nil, err
}
return dbNode, nil
}
vertex1, err := fetchNode(node1)
if err != nil {
return nil, nil, err
}
vertex2, err := fetchNode(node2)
if err != nil {
return nil, nil, err
}
var lnNode1, lnNode2 *btcec.PublicKey
node1Bytes := vertex1.PubKey.SerializeCompressed()
node2Bytes := vertex2.PubKey.SerializeCompressed()
if bytes.Compare(node1Bytes, node2Bytes) == -1 {
lnNode1 = vertex1.PubKey
lnNode2 = vertex2.PubKey
} else {
lnNode1 = vertex2.PubKey
lnNode2 = vertex1.PubKey
}
chanID := randChanID()
edge := &channeldb.ChannelEdgeInfo{
ChannelID: chanID.ToUint64(),
NodeKey1: lnNode1,
NodeKey2: lnNode2,
BitcoinKey1: vertex1.PubKey,
BitcoinKey2: vertex2.PubKey,
Capacity: capacity,
}
if err := d.db.AddChannelEdge(edge); err != nil {
return nil, nil, err
}
edgePolicy := &channeldb.ChannelEdgePolicy{
Signature: testSig,
ChannelID: chanID.ToUint64(),
LastUpdate: time.Now(),
TimeLockDelta: 10,
MinHTLC: btcutil.Amount(1),
FeeBaseMSat: btcutil.Amount(10),
FeeProportionalMillionths: btcutil.Amount(10000),
Flags: 0,
}
if err := d.db.UpdateEdgePolicy(edgePolicy); err != nil {
return nil, nil, err
}
edgePolicy = &channeldb.ChannelEdgePolicy{
Signature: testSig,
ChannelID: chanID.ToUint64(),
LastUpdate: time.Now(),
TimeLockDelta: 10,
MinHTLC: btcutil.Amount(1),
FeeBaseMSat: btcutil.Amount(10),
FeeProportionalMillionths: btcutil.Amount(10000),
Flags: 1,
}
if err := d.db.UpdateEdgePolicy(edgePolicy); err != nil {
return nil, nil, err
}
return &ChannelEdge{
Channel: Channel{
ChanID: chanID,
Capacity: capacity,
},
Peer: dbNode{
node: vertex1,
},
},
&ChannelEdge{
Channel: Channel{
ChanID: chanID,
Capacity: capacity,
},
Peer: dbNode{
node: vertex2,
},
},
nil
}
// memChannelGraph is a implementation of the autopilot.ChannelGraph backed by
// an in-memory graph.
type memChannelGraph struct {
graph map[NodeID]memNode
}
// A compile time assertion to ensure memChannelGraph meets the
// autopilot.ChannelGraph interface.
var _ ChannelGraph = (*memChannelGraph)(nil)
// newMemChannelGraph creates a new blank in-memory channel graph
// implementation.
func newMemChannelGraph() *memChannelGraph {
return &memChannelGraph{
graph: make(map[NodeID]memNode),
}
}
// ForEachNode is a higher-order function that should be called once for each
// connected node within the channel graph. If the passed callback returns an
// error, then execution should be terminated.
//
// NOTE: Part of the autopilot.ChannelGraph interface.
func (m memChannelGraph) ForEachNode(cb func(Node) error) error {
for _, node := range m.graph {
if err := cb(node); err != nil {
return err
}
}
return nil
}
// randChanID generates a new random channel ID.
func randChanID() lnwire.ShortChannelID {
return lnwire.NewShortChanIDFromInt(uint64(prand.Int63()))
}
// randKey returns a random public key.
func randKey() (*btcec.PublicKey, error) {
priv, err := btcec.NewPrivateKey(btcec.S256())
if err != nil {
return nil, err
}
return priv.PubKey(), nil
}
// addRandChannel creates a new channel two target nodes. This function is
// meant to aide in the generation of random graphs for use within test cases
// the exercise the autopilot package.
func (m *memChannelGraph) addRandChannel(node1, node2 *btcec.PublicKey,
capacity btcutil.Amount) (*ChannelEdge, *ChannelEdge, error) {
var (
vertex1, vertex2 memNode
ok bool
)
if node1 != nil {
vertex1, ok = m.graph[NewNodeID(node1)]
if !ok {
vertex1 = memNode{
pub: node1,
}
}
} else {
newPub, err := randKey()
if err != nil {
return nil, nil, err
}
vertex1 = memNode{
pub: newPub,
}
}
if node2 != nil {
vertex2, ok = m.graph[NewNodeID(node2)]
if !ok {
vertex2 = memNode{
pub: node2,
}
}
} else {
newPub, err := randKey()
if err != nil {
return nil, nil, err
}
vertex2 = memNode{
pub: newPub,
}
}
channel := Channel{
ChanID: randChanID(),
Capacity: capacity,
}
edge1 := ChannelEdge{
Channel: channel,
Peer: vertex2,
}
vertex1.chans = append(vertex1.chans, edge1)
edge2 := ChannelEdge{
Channel: channel,
Peer: vertex1,
}
vertex2.chans = append(vertex2.chans, edge2)
m.graph[NewNodeID(vertex1.pub)] = vertex1
m.graph[NewNodeID(vertex2.pub)] = vertex2
return &edge1, &edge2, nil
}
// memNode is a purely in-memory implementation of the autopilot.Node
// interface.
type memNode struct {
pub *btcec.PublicKey
chans []ChannelEdge
addrs []net.Addr
}
// A compile time assertion to ensure memNode meets the autopilot.Node
// interface.
var _ Node = (*memNode)(nil)
// PubKey is the identity public key of the node. This will be used to attempt
// to target a node for channel opening by the main autopilot agent.
//
// NOTE: Part of the autopilot.Node interface.
func (m memNode) PubKey() *btcec.PublicKey {
return m.pub
}
// Addrs returns a slice of publicly reachable public TCP addresses that the
// peer is known to be listening on.
//
// NOTE: Part of the autopilot.Node interface.
func (m memNode) Addrs() []net.Addr {
return m.addrs
}
// ForEachChannel is a higher-order function that will be used to iterate
// through all edges emanating from/to the target node. For each active
// channel, this function should be called with the populated ChannelEdge that
// describes the active channel.
//
// NOTE: Part of the autopilot.Node interface.
func (m memNode) ForEachChannel(cb func(ChannelEdge) error) error {
for _, channel := range m.chans {
if err := cb(channel); err != nil {
return err
}
}
return nil
}