go-ethereum/swarm/network/kademlia.go
lash 7240f4d800 swarm/network: Rename minproxbinsize, add as member of simulation (#18408)
* swarm/network: Rename minproxbinsize, add as member of simulation

* swarm/network: Deactivate WaitTillHealthy, unreliable pending suggestpeer
2019-01-10 12:33:51 +01:00

793 lines
24 KiB
Go

// Copyright 2017 The go-ethereum Authors
// This file is part of the go-ethereum library.
//
// The go-ethereum library is free software: you can redistribute it and/or modify
// it under the terms of the GNU Lesser General Public License as published by
// the Free Software Foundation, either version 3 of the License, or
// (at your option) any later version.
//
// The go-ethereum library is distributed in the hope that it will be useful,
// but WITHOUT ANY WARRANTY; without even the implied warranty of
// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
// GNU Lesser General Public License for more details.
//
// You should have received a copy of the GNU Lesser General Public License
// along with the go-ethereum library. If not, see <http://www.gnu.org/licenses/>.
package network
import (
"bytes"
"fmt"
"math/rand"
"strings"
"sync"
"time"
"github.com/ethereum/go-ethereum/common"
"github.com/ethereum/go-ethereum/swarm/log"
"github.com/ethereum/go-ethereum/swarm/pot"
)
/*
Taking the proximity order relative to a fix point x classifies the points in
the space (n byte long byte sequences) into bins. Items in each are at
most half as distant from x as items in the previous bin. Given a sample of
uniformly distributed items (a hash function over arbitrary sequence) the
proximity scale maps onto series of subsets with cardinalities on a negative
exponential scale.
It also has the property that any two item belonging to the same bin are at
most half as distant from each other as they are from x.
If we think of random sample of items in the bins as connections in a network of
interconnected nodes then relative proximity can serve as the basis for local
decisions for graph traversal where the task is to find a route between two
points. Since in every hop, the finite distance halves, there is
a guaranteed constant maximum limit on the number of hops needed to reach one
node from the other.
*/
var Pof = pot.DefaultPof(256)
// KadParams holds the config params for Kademlia
type KadParams struct {
// adjustable parameters
MaxProxDisplay int // number of rows the table shows
NeighbourhoodSize int // nearest neighbour core minimum cardinality
MinBinSize int // minimum number of peers in a row
MaxBinSize int // maximum number of peers in a row before pruning
RetryInterval int64 // initial interval before a peer is first redialed
RetryExponent int // exponent to multiply retry intervals with
MaxRetries int // maximum number of redial attempts
// function to sanction or prevent suggesting a peer
Reachable func(*BzzAddr) bool `json:"-"`
}
// NewKadParams returns a params struct with default values
func NewKadParams() *KadParams {
return &KadParams{
MaxProxDisplay: 16,
NeighbourhoodSize: 2,
MinBinSize: 2,
MaxBinSize: 4,
RetryInterval: 4200000000, // 4.2 sec
MaxRetries: 42,
RetryExponent: 2,
}
}
// Kademlia is a table of live peers and a db of known peers (node records)
type Kademlia struct {
lock sync.RWMutex
*KadParams // Kademlia configuration parameters
base []byte // immutable baseaddress of the table
addrs *pot.Pot // pots container for known peer addresses
conns *pot.Pot // pots container for live peer connections
depth uint8 // stores the last current depth of saturation
nDepth int // stores the last neighbourhood depth
nDepthC chan int // returned by DepthC function to signal neighbourhood depth change
addrCountC chan int // returned by AddrCountC function to signal peer count change
}
// NewKademlia creates a Kademlia table for base address addr
// with parameters as in params
// if params is nil, it uses default values
func NewKademlia(addr []byte, params *KadParams) *Kademlia {
if params == nil {
params = NewKadParams()
}
return &Kademlia{
base: addr,
KadParams: params,
addrs: pot.NewPot(nil, 0),
conns: pot.NewPot(nil, 0),
}
}
// entry represents a Kademlia table entry (an extension of BzzAddr)
type entry struct {
*BzzAddr
conn *Peer
seenAt time.Time
retries int
}
// newEntry creates a kademlia peer from a *Peer
func newEntry(p *BzzAddr) *entry {
return &entry{
BzzAddr: p,
seenAt: time.Now(),
}
}
// Label is a short tag for the entry for debug
func Label(e *entry) string {
return fmt.Sprintf("%s (%d)", e.Hex()[:4], e.retries)
}
// Hex is the hexadecimal serialisation of the entry address
func (e *entry) Hex() string {
return fmt.Sprintf("%x", e.Address())
}
// Register enters each address as kademlia peer record into the
// database of known peer addresses
func (k *Kademlia) Register(peers ...*BzzAddr) error {
k.lock.Lock()
defer k.lock.Unlock()
var known, size int
for _, p := range peers {
// error if self received, peer should know better
// and should be punished for this
if bytes.Equal(p.Address(), k.base) {
return fmt.Errorf("add peers: %x is self", k.base)
}
var found bool
k.addrs, _, found, _ = pot.Swap(k.addrs, p, Pof, func(v pot.Val) pot.Val {
// if not found
if v == nil {
// insert new offline peer into conns
return newEntry(p)
}
// found among known peers, do nothing
return v
})
if found {
known++
}
size++
}
// send new address count value only if there are new addresses
if k.addrCountC != nil && size-known > 0 {
k.addrCountC <- k.addrs.Size()
}
k.sendNeighbourhoodDepthChange()
return nil
}
// SuggestPeer returns a known peer for the lowest proximity bin for the
// lowest bincount below depth
// naturally if there is an empty row it returns a peer for that
func (k *Kademlia) SuggestPeer() (a *BzzAddr, o int, want bool) {
k.lock.Lock()
defer k.lock.Unlock()
minsize := k.MinBinSize
depth := depthForPot(k.conns, k.NeighbourhoodSize, k.base)
// if there is a callable neighbour within the current proxBin, connect
// this makes sure nearest neighbour set is fully connected
var ppo int
k.addrs.EachNeighbour(k.base, Pof, func(val pot.Val, po int) bool {
if po < depth {
return false
}
e := val.(*entry)
c := k.callable(e)
if c {
a = e.BzzAddr
}
ppo = po
return !c
})
if a != nil {
log.Trace(fmt.Sprintf("%08x candidate nearest neighbour found: %v (%v)", k.BaseAddr()[:4], a, ppo))
return a, 0, false
}
var bpo []int
prev := -1
k.conns.EachBin(k.base, Pof, 0, func(po, size int, f func(func(val pot.Val, i int) bool) bool) bool {
prev++
for ; prev < po; prev++ {
bpo = append(bpo, prev)
minsize = 0
}
if size < minsize {
bpo = append(bpo, po)
minsize = size
}
return size > 0 && po < depth
})
// all buckets are full, ie., minsize == k.MinBinSize
if len(bpo) == 0 {
return nil, 0, false
}
// as long as we got candidate peers to connect to
// dont ask for new peers (want = false)
// try to select a candidate peer
// find the first callable peer
nxt := bpo[0]
k.addrs.EachBin(k.base, Pof, nxt, func(po, _ int, f func(func(pot.Val, int) bool) bool) bool {
// for each bin (up until depth) we find callable candidate peers
if po >= depth {
return false
}
return f(func(val pot.Val, _ int) bool {
e := val.(*entry)
c := k.callable(e)
if c {
a = e.BzzAddr
}
return !c
})
})
// found a candidate
if a != nil {
return a, 0, false
}
// no candidate peer found, request for the short bin
var changed bool
if uint8(nxt) < k.depth {
k.depth = uint8(nxt)
changed = true
}
return a, nxt, changed
}
// On inserts the peer as a kademlia peer into the live peers
func (k *Kademlia) On(p *Peer) (uint8, bool) {
k.lock.Lock()
defer k.lock.Unlock()
var ins bool
k.conns, _, _, _ = pot.Swap(k.conns, p, Pof, func(v pot.Val) pot.Val {
// if not found live
if v == nil {
ins = true
// insert new online peer into conns
return p
}
// found among live peers, do nothing
return v
})
if ins && !p.BzzPeer.LightNode {
a := newEntry(p.BzzAddr)
a.conn = p
// insert new online peer into addrs
k.addrs, _, _, _ = pot.Swap(k.addrs, p, Pof, func(v pot.Val) pot.Val {
return a
})
// send new address count value only if the peer is inserted
if k.addrCountC != nil {
k.addrCountC <- k.addrs.Size()
}
}
log.Trace(k.string())
// calculate if depth of saturation changed
depth := uint8(k.saturation())
var changed bool
if depth != k.depth {
changed = true
k.depth = depth
}
k.sendNeighbourhoodDepthChange()
return k.depth, changed
}
// NeighbourhoodDepthC returns the channel that sends a new kademlia
// neighbourhood depth on each change.
// Not receiving from the returned channel will block On function
// when the neighbourhood depth is changed.
// TODO: Why is this exported, and if it should be; why can't we have more subscribers than one?
func (k *Kademlia) NeighbourhoodDepthC() <-chan int {
k.lock.Lock()
defer k.lock.Unlock()
if k.nDepthC == nil {
k.nDepthC = make(chan int)
}
return k.nDepthC
}
// sendNeighbourhoodDepthChange sends new neighbourhood depth to k.nDepth channel
// if it is initialized.
func (k *Kademlia) sendNeighbourhoodDepthChange() {
// nDepthC is initialized when NeighbourhoodDepthC is called and returned by it.
// It provides signaling of neighbourhood depth change.
// This part of the code is sending new neighbourhood depth to nDepthC if that condition is met.
if k.nDepthC != nil {
nDepth := depthForPot(k.conns, k.NeighbourhoodSize, k.base)
if nDepth != k.nDepth {
k.nDepth = nDepth
k.nDepthC <- nDepth
}
}
}
// AddrCountC returns the channel that sends a new
// address count value on each change.
// Not receiving from the returned channel will block Register function
// when address count value changes.
func (k *Kademlia) AddrCountC() <-chan int {
if k.addrCountC == nil {
k.addrCountC = make(chan int)
}
return k.addrCountC
}
// Off removes a peer from among live peers
func (k *Kademlia) Off(p *Peer) {
k.lock.Lock()
defer k.lock.Unlock()
var del bool
if !p.BzzPeer.LightNode {
k.addrs, _, _, _ = pot.Swap(k.addrs, p, Pof, func(v pot.Val) pot.Val {
// v cannot be nil, must check otherwise we overwrite entry
if v == nil {
panic(fmt.Sprintf("connected peer not found %v", p))
}
del = true
return newEntry(p.BzzAddr)
})
} else {
del = true
}
if del {
k.conns, _, _, _ = pot.Swap(k.conns, p, Pof, func(_ pot.Val) pot.Val {
// v cannot be nil, but no need to check
return nil
})
// send new address count value only if the peer is deleted
if k.addrCountC != nil {
k.addrCountC <- k.addrs.Size()
}
k.sendNeighbourhoodDepthChange()
}
}
// EachBin is a two level nested iterator
// The outer iterator returns all bins that have known peers, in order from shallowest to deepest
// The inner iterator returns all peers per bin returned by the outer iterator, in no defined order
// TODO the po returned by the inner iterator is not reliable. However, it is not being used in this method
func (k *Kademlia) EachBin(base []byte, pof pot.Pof, o int, eachBinFunc func(conn *Peer, po int) bool) {
k.lock.RLock()
defer k.lock.RUnlock()
var startPo int
var endPo int
kadDepth := depthForPot(k.conns, k.NeighbourhoodSize, k.base)
k.conns.EachBin(base, Pof, o, func(po, size int, f func(func(val pot.Val, i int) bool) bool) bool {
if startPo > 0 && endPo != k.MaxProxDisplay {
startPo = endPo + 1
}
if po < kadDepth {
endPo = po
} else {
endPo = k.MaxProxDisplay
}
for bin := startPo; bin <= endPo; bin++ {
f(func(val pot.Val, _ int) bool {
return eachBinFunc(val.(*Peer), bin)
})
}
return true
})
}
// EachConn is an iterator with args (base, po, f) applies f to each live peer
// that has proximity order po or less as measured from the base
// if base is nil, kademlia base address is used
func (k *Kademlia) EachConn(base []byte, o int, f func(*Peer, int) bool) {
k.lock.RLock()
defer k.lock.RUnlock()
k.eachConn(base, o, f)
}
func (k *Kademlia) eachConn(base []byte, o int, f func(*Peer, int) bool) {
if len(base) == 0 {
base = k.base
}
k.conns.EachNeighbour(base, Pof, func(val pot.Val, po int) bool {
if po > o {
return true
}
return f(val.(*Peer), po)
})
}
// EachAddr called with (base, po, f) is an iterator applying f to each known peer
// that has proximity order o or less as measured from the base
// if base is nil, kademlia base address is used
func (k *Kademlia) EachAddr(base []byte, o int, f func(*BzzAddr, int) bool) {
k.lock.RLock()
defer k.lock.RUnlock()
k.eachAddr(base, o, f)
}
func (k *Kademlia) eachAddr(base []byte, o int, f func(*BzzAddr, int) bool) {
if len(base) == 0 {
base = k.base
}
k.addrs.EachNeighbour(base, Pof, func(val pot.Val, po int) bool {
if po > o {
return true
}
return f(val.(*entry).BzzAddr, po)
})
}
func (k *Kademlia) NeighbourhoodDepth() (depth int) {
k.lock.RLock()
defer k.lock.RUnlock()
return depthForPot(k.conns, k.NeighbourhoodSize, k.base)
}
// depthForPot returns the proximity order that defines the distance of
// the nearest neighbour set with cardinality >= NeighbourhoodSize
// if there is altogether less than NeighbourhoodSize peers it returns 0
// caller must hold the lock
func depthForPot(p *pot.Pot, neighbourhoodSize int, pivotAddr []byte) (depth int) {
if p.Size() <= neighbourhoodSize {
return 0
}
// total number of peers in iteration
var size int
// determining the depth is a two-step process
// first we find the proximity bin of the shallowest of the NeighbourhoodSize peers
// the numeric value of depth cannot be higher than this
var maxDepth int
f := func(v pot.Val, i int) bool {
// po == 256 means that addr is the pivot address(self)
if i == 256 {
return true
}
size++
// this means we have all nn-peers.
// depth is by default set to the bin of the farthest nn-peer
if size == neighbourhoodSize {
maxDepth = i
return false
}
return true
}
p.EachNeighbour(pivotAddr, Pof, f)
// the second step is to test for empty bins in order from shallowest to deepest
// if an empty bin is found, this will be the actual depth
// we stop iterating if we hit the maxDepth determined in the first step
p.EachBin(pivotAddr, Pof, 0, func(po int, _ int, f func(func(pot.Val, int) bool) bool) bool {
if po == depth {
if maxDepth == depth {
return false
}
depth++
return true
}
return false
})
return depth
}
// callable decides if an address entry represents a callable peer
func (k *Kademlia) callable(e *entry) bool {
// not callable if peer is live or exceeded maxRetries
if e.conn != nil || e.retries > k.MaxRetries {
return false
}
// calculate the allowed number of retries based on time lapsed since last seen
timeAgo := int64(time.Since(e.seenAt))
div := int64(k.RetryExponent)
div += (150000 - rand.Int63n(300000)) * div / 1000000
var retries int
for delta := timeAgo; delta > k.RetryInterval; delta /= div {
retries++
}
// this is never called concurrently, so safe to increment
// peer can be retried again
if retries < e.retries {
log.Trace(fmt.Sprintf("%08x: %v long time since last try (at %v) needed before retry %v, wait only warrants %v", k.BaseAddr()[:4], e, timeAgo, e.retries, retries))
return false
}
// function to sanction or prevent suggesting a peer
if k.Reachable != nil && !k.Reachable(e.BzzAddr) {
log.Trace(fmt.Sprintf("%08x: peer %v is temporarily not callable", k.BaseAddr()[:4], e))
return false
}
e.retries++
log.Trace(fmt.Sprintf("%08x: peer %v is callable", k.BaseAddr()[:4], e))
return true
}
// BaseAddr return the kademlia base address
func (k *Kademlia) BaseAddr() []byte {
return k.base
}
// String returns kademlia table + kaddb table displayed with ascii
func (k *Kademlia) String() string {
k.lock.RLock()
defer k.lock.RUnlock()
return k.string()
}
// string returns kademlia table + kaddb table displayed with ascii
// caller must hold the lock
func (k *Kademlia) string() string {
wsrow := " "
var rows []string
rows = append(rows, "=========================================================================")
rows = append(rows, fmt.Sprintf("%v KΛÐΞMLIΛ hive: queen's address: %x", time.Now().UTC().Format(time.UnixDate), k.BaseAddr()[:3]))
rows = append(rows, fmt.Sprintf("population: %d (%d), NeighbourhoodSize: %d, MinBinSize: %d, MaxBinSize: %d", k.conns.Size(), k.addrs.Size(), k.NeighbourhoodSize, k.MinBinSize, k.MaxBinSize))
liverows := make([]string, k.MaxProxDisplay)
peersrows := make([]string, k.MaxProxDisplay)
depth := depthForPot(k.conns, k.NeighbourhoodSize, k.base)
rest := k.conns.Size()
k.conns.EachBin(k.base, Pof, 0, func(po, size int, f func(func(val pot.Val, i int) bool) bool) bool {
var rowlen int
if po >= k.MaxProxDisplay {
po = k.MaxProxDisplay - 1
}
row := []string{fmt.Sprintf("%2d", size)}
rest -= size
f(func(val pot.Val, vpo int) bool {
e := val.(*Peer)
row = append(row, fmt.Sprintf("%x", e.Address()[:2]))
rowlen++
return rowlen < 4
})
r := strings.Join(row, " ")
r = r + wsrow
liverows[po] = r[:31]
return true
})
k.addrs.EachBin(k.base, Pof, 0, func(po, size int, f func(func(val pot.Val, i int) bool) bool) bool {
var rowlen int
if po >= k.MaxProxDisplay {
po = k.MaxProxDisplay - 1
}
if size < 0 {
panic("wtf")
}
row := []string{fmt.Sprintf("%2d", size)}
// we are displaying live peers too
f(func(val pot.Val, vpo int) bool {
e := val.(*entry)
row = append(row, Label(e))
rowlen++
return rowlen < 4
})
peersrows[po] = strings.Join(row, " ")
return true
})
for i := 0; i < k.MaxProxDisplay; i++ {
if i == depth {
rows = append(rows, fmt.Sprintf("============ DEPTH: %d ==========================================", i))
}
left := liverows[i]
right := peersrows[i]
if len(left) == 0 {
left = " 0 "
}
if len(right) == 0 {
right = " 0"
}
rows = append(rows, fmt.Sprintf("%03d %v | %v", i, left, right))
}
rows = append(rows, "=========================================================================")
return "\n" + strings.Join(rows, "\n")
}
// PeerPot keeps info about expected nearest neighbours
// used for testing only
// TODO move to separate testing tools file
type PeerPot struct {
NNSet [][]byte
}
// NewPeerPotMap creates a map of pot record of *BzzAddr with keys
// as hexadecimal representations of the address.
// the NeighbourhoodSize of the passed kademlia is used
// used for testing only
// TODO move to separate testing tools file
func NewPeerPotMap(neighbourhoodSize int, addrs [][]byte) map[string]*PeerPot {
// create a table of all nodes for health check
np := pot.NewPot(nil, 0)
for _, addr := range addrs {
np, _, _ = pot.Add(np, addr, Pof)
}
ppmap := make(map[string]*PeerPot)
// generate an allknowing source of truth for connections
// for every kademlia passed
for i, a := range addrs {
// actual kademlia depth
depth := depthForPot(np, neighbourhoodSize, a)
// all nn-peers
var nns [][]byte
// iterate through the neighbours, going from the deepest to the shallowest
np.EachNeighbour(a, Pof, func(val pot.Val, po int) bool {
addr := val.([]byte)
// po == 256 means that addr is the pivot address(self)
// we do not include self in the map
if po == 256 {
return true
}
// append any neighbors found
// a neighbor is any peer in or deeper than the depth
if po >= depth {
nns = append(nns, addr)
return true
}
return false
})
log.Trace(fmt.Sprintf("%x PeerPotMap NNS: %s", addrs[i][:4], LogAddrs(nns)))
ppmap[common.Bytes2Hex(a)] = &PeerPot{
NNSet: nns,
}
}
return ppmap
}
// saturation iterates through all peers and
// returns the smallest po value in which the node has less than n peers
// if the iterator reaches depth, then value for depth is returned
// TODO move to separate testing tools file
// TODO this function will stop at the first bin with less than MinBinSize peers, even if there are empty bins between that bin and the depth. This may not be correct behavior
func (k *Kademlia) saturation() int {
prev := -1
k.addrs.EachBin(k.base, Pof, 0, func(po, size int, f func(func(val pot.Val, i int) bool) bool) bool {
prev++
return prev == po && size >= k.MinBinSize
})
// TODO evaluate whether this check cannot just as well be done within the eachbin
depth := depthForPot(k.conns, k.NeighbourhoodSize, k.base)
if depth < prev {
return depth
}
return prev
}
// knowNeighbours tests if all neighbours in the peerpot
// are found among the peers known to the kademlia
// It is used in Healthy function for testing only
// TODO move to separate testing tools file
func (k *Kademlia) knowNeighbours(addrs [][]byte) (got bool, n int, missing [][]byte) {
pm := make(map[string]bool)
depth := depthForPot(k.conns, k.NeighbourhoodSize, k.base)
// create a map with all peers at depth and deeper known in the kademlia
k.eachAddr(nil, 255, func(p *BzzAddr, po int) bool {
// in order deepest to shallowest compared to the kademlia base address
// all bins (except self) are included (0 <= bin <= 255)
if po < depth {
return false
}
pk := common.Bytes2Hex(p.Address())
pm[pk] = true
return true
})
// iterate through nearest neighbors in the peerpot map
// if we can't find the neighbor in the map we created above
// then we don't know all our neighbors
// (which sadly is all too common in modern society)
var gots int
var culprits [][]byte
for _, p := range addrs {
pk := common.Bytes2Hex(p)
if pm[pk] {
gots++
} else {
log.Trace(fmt.Sprintf("%08x: known nearest neighbour %s not found", k.base, pk))
culprits = append(culprits, p)
}
}
return gots == len(addrs), gots, culprits
}
// connectedNeighbours tests if all neighbours in the peerpot
// are currently connected in the kademlia
// It is used in Healthy function for testing only
func (k *Kademlia) connectedNeighbours(peers [][]byte) (got bool, n int, missing [][]byte) {
pm := make(map[string]bool)
// create a map with all peers at depth and deeper that are connected in the kademlia
// in order deepest to shallowest compared to the kademlia base address
// all bins (except self) are included (0 <= bin <= 255)
depth := depthForPot(k.conns, k.NeighbourhoodSize, k.base)
k.eachConn(nil, 255, func(p *Peer, po int) bool {
if po < depth {
return false
}
pk := common.Bytes2Hex(p.Address())
pm[pk] = true
return true
})
// iterate through nearest neighbors in the peerpot map
// if we can't find the neighbor in the map we created above
// then we don't know all our neighbors
var gots int
var culprits [][]byte
for _, p := range peers {
pk := common.Bytes2Hex(p)
if pm[pk] {
gots++
} else {
log.Trace(fmt.Sprintf("%08x: ExpNN: %s not found", k.base, pk))
culprits = append(culprits, p)
}
}
return gots == len(peers), gots, culprits
}
// Health state of the Kademlia
// used for testing only
type Health struct {
KnowNN bool // whether node knows all its neighbours
CountKnowNN int // amount of neighbors known
MissingKnowNN [][]byte // which neighbours we should have known but we don't
ConnectNN bool // whether node is connected to all its neighbours
CountConnectNN int // amount of neighbours connected to
MissingConnectNN [][]byte // which neighbours we should have been connected to but we're not
Saturated bool // whether we are connected to all the peers we would have liked to
Hive string
}
// Healthy reports the health state of the kademlia connectivity
//
// The PeerPot argument provides an all-knowing view of the network
// The resulting Health object is a result of comparisons between
// what is the actual composition of the kademlia in question (the receiver), and
// what SHOULD it have been when we take all we know about the network into consideration.
//
// used for testing only
func (k *Kademlia) Healthy(pp *PeerPot) *Health {
k.lock.RLock()
defer k.lock.RUnlock()
gotnn, countgotnn, culpritsgotnn := k.connectedNeighbours(pp.NNSet)
knownn, countknownn, culpritsknownn := k.knowNeighbours(pp.NNSet)
depth := depthForPot(k.conns, k.NeighbourhoodSize, k.base)
saturated := k.saturation() < depth
log.Trace(fmt.Sprintf("%08x: healthy: knowNNs: %v, gotNNs: %v, saturated: %v\n", k.base, knownn, gotnn, saturated))
return &Health{
KnowNN: knownn,
CountKnowNN: countknownn,
MissingKnowNN: culpritsknownn,
ConnectNN: gotnn,
CountConnectNN: countgotnn,
MissingConnectNN: culpritsgotnn,
Saturated: saturated,
Hive: k.string(),
}
}