lotus/cmd/lotus-shed/state-stats.go

package main

import (
	"bytes"
	"context"
	"encoding/json"
	"fmt"
	"io"
	"path"
	"reflect"
	"sort"
	"sync"

	"github.com/docker/go-units"
	lru "github.com/hashicorp/golang-lru/v2"
	"github.com/ipfs/go-blockservice"
	"github.com/ipfs/go-cid"
	offline "github.com/ipfs/go-ipfs-exchange-offline"
	format "github.com/ipfs/go-ipld-format"
	"github.com/ipfs/go-merkledag"
	"github.com/urfave/cli/v2"
	"golang.org/x/sync/errgroup"
	"golang.org/x/xerrors"

	"github.com/filecoin-project/go-address"
	"github.com/filecoin-project/go-state-types/abi"
	gstactors "github.com/filecoin-project/go-state-types/actors"
	"github.com/filecoin-project/go-state-types/network"

	"github.com/filecoin-project/lotus/api"
	"github.com/filecoin-project/lotus/blockstore"
	"github.com/filecoin-project/lotus/chain/actors"
	"github.com/filecoin-project/lotus/chain/actors/builtin"
	"github.com/filecoin-project/lotus/chain/consensus"
	"github.com/filecoin-project/lotus/chain/consensus/filcns"
	"github.com/filecoin-project/lotus/chain/index"
	"github.com/filecoin-project/lotus/chain/stmgr"
	"github.com/filecoin-project/lotus/chain/store"
	"github.com/filecoin-project/lotus/chain/types"
	"github.com/filecoin-project/lotus/chain/vm"
	lcli "github.com/filecoin-project/lotus/cli"
	"github.com/filecoin-project/lotus/node/repo"
	"github.com/filecoin-project/lotus/storage/sealer/ffiwrapper"
)

type actorStats struct {
	Address address.Address
	Actor   *types.Actor
	Fields  []fieldItem
	Stats   api.ObjStat
}

type fieldItem struct {
	Name  string
	Cid   cid.Cid
	Stats api.ObjStat
}

type job struct {
	c   cid.Cid
	key string // prefix path for the region being recorded i.e. "/state/mineractor"
}
type cidCall struct {
	c    cid.Cid
	resp chan bool
}
type result struct {
	key   string
	stats api.ObjStat
}

type cacheNodeGetter struct {
	ds    format.NodeGetter
	cache *lru.TwoQueueCache[cid.Cid, format.Node]
}

func newCacheNodeGetter(d format.NodeGetter, size int) (*cacheNodeGetter, error) {
	cng := &cacheNodeGetter{ds: d}

	cache, err := lru.New2Q[cid.Cid, format.Node](size)
	if err != nil {
		return nil, err
	}

	cng.cache = cache

	return cng, nil
}

func (cng *cacheNodeGetter) Get(ctx context.Context, c cid.Cid) (format.Node, error) {
	if n, ok := cng.cache.Get(c); ok {
		return n, nil
	}

	n, err := cng.ds.Get(ctx, c)
	if err != nil {
		return nil, err
	}

	cng.cache.Add(c, n)

	return n, nil
}

func (cng *cacheNodeGetter) GetMany(ctx context.Context, list []cid.Cid) <-chan *format.NodeOption {
	out := make(chan *format.NodeOption, len(list))
	go func() {
		for _, c := range list {
			n, err := cng.Get(ctx, c)
			if err != nil {
				out <- &format.NodeOption{Err: err}
				continue
			}

			out <- &format.NodeOption{Node: n}
		}
	}()

	return out
}

type dagStatCollector struct {
	ds   format.NodeGetter
	walk func(format.Node) ([]*format.Link, error)

	statsLk sync.Mutex
	stats   api.ObjStat
}

func (dsc *dagStatCollector) record(ctx context.Context, nd format.Node) error {
	size, err := nd.Size()
	if err != nil {
		return err
	}

	dsc.statsLk.Lock()
	defer dsc.statsLk.Unlock()

	dsc.stats.Size = dsc.stats.Size + size
	dsc.stats.Links = dsc.stats.Links + 1

	return nil
}

func (dsc *dagStatCollector) walkLinks(ctx context.Context, c cid.Cid) ([]*format.Link, error) {
	nd, err := dsc.ds.Get(ctx, c)
	if err != nil {
		return nil, err
	}

	if err := dsc.record(ctx, nd); err != nil {
		return nil, err
	}

	return dsc.walk(nd)
}

type ChainStoreTipSetResolver struct {
	Chain *store.ChainStore
}

func (tsr *ChainStoreTipSetResolver) ChainHead(ctx context.Context) (*types.TipSet, error) {
	return tsr.Chain.GetHeaviestTipSet(), nil
}

func (tsr *ChainStoreTipSetResolver) ChainGetTipSetByHeight(ctx context.Context, h abi.ChainEpoch, tsk types.TipSetKey) (*types.TipSet, error) {
	ts, err := tsr.Chain.GetTipSetFromKey(ctx, tsk)
	if err != nil {
		return nil, xerrors.Errorf("loading tipset %s: %w", tsk, err)
	}
	return tsr.Chain.GetTipsetByHeight(ctx, h, ts, true)
}
func (tsr *ChainStoreTipSetResolver) ChainGetTipSet(ctx context.Context, tsk types.TipSetKey) (*types.TipSet, error) {
	return tsr.Chain.LoadTipSet(ctx, tsk)
}

var statObjCmd = &cli.Command{
	Name:  "stat-obj",
	Usage: "calculates the size of any DAG in the blockstore",
	Flags: []cli.Flag{},
	Action: func(cctx *cli.Context) error {
		ctx := lcli.ReqContext(cctx)

		c, err := cid.Parse(cctx.Args().First())
		if err != nil {
			return err
		}

		h, err := loadChainStore(ctx, cctx.String("repo"))
		if err != nil {
			return err
		}
		defer h.closer()

		dag := merkledag.NewDAGService(blockservice.New(h.bs, offline.Exchange(h.bs)))
		dsc := &dagStatCollector{
			ds:   dag,
			walk: carWalkFunc,
		}

		if err := merkledag.Walk(ctx, dsc.walkLinks, c, cid.NewSet().Visit, merkledag.Concurrent()); err != nil {
			return err
		}

		return DumpJSON(dsc.stats)
	},
}

type StoreHandle struct {
	bs     blockstore.Blockstore
	cs     *store.ChainStore
	sm     *stmgr.StateManager
	closer func()
}

func loadChainStore(ctx context.Context, repoPath string) (*StoreHandle, error) {
	r, err := repo.NewFS(repoPath)
	if err != nil {
		return nil, xerrors.Errorf("opening fs repo: %w", err)
	}

	exists, err := r.Exists()
	if err != nil {
		return nil, err
	}
	if !exists {
		return nil, xerrors.Errorf("lotus repo doesn't exist")
	}

	lr, err := r.Lock(repo.FullNode)
	if err != nil {
		return nil, err
	}

	bs, err := lr.Blockstore(ctx, repo.UniversalBlockstore)
	if err != nil {
		return nil, fmt.Errorf("failed to open blockstore: %w", err)
	}

	closer := func() {
		lr.Close()
		if c, ok := bs.(io.Closer); ok {
			if err := c.Close(); err != nil {
				log.Warnf("failed to close blockstore: %s", err)
			}
		}
	}

	mds, err := lr.Datastore(context.Background(), "/metadata")
	if err != nil {
		return nil, err
	}

	cs := store.NewChainStore(bs, bs, mds, nil, nil)
	if err := cs.Load(ctx); err != nil {
		return nil, fmt.Errorf("failed to load chain store: %w", err)
	}

	tsExec := consensus.NewTipSetExecutor(filcns.RewardFunc)
	sm, err := stmgr.NewStateManager(cs, tsExec, vm.Syscalls(ffiwrapper.ProofVerifier), filcns.DefaultUpgradeSchedule(), nil, mds, index.DummyMsgIndex)
	if err != nil {
		return nil, fmt.Errorf("failed to open state manager: %w", err)
	}
	handle := StoreHandle{
		bs:     bs,
		sm:     sm,
		cs:     cs,
		closer: closer,
	}

	return &handle, nil
}

var statSnapshotCmd = &cli.Command{
	Name:  "stat-snapshot",
	Usage: "calculates the space usage of a snapshot taken from the given tipset",
	Description: `Walk the chain back to lightweight snapshot size and break down space usage into high level 
	categories: headers, messages, receipts, latest state root, and churn from earlier state roots.
	State root and churn space is further broken down by actor type and immediate top level fields  
	`,
	Flags: []cli.Flag{
		&cli.StringFlag{
			Name:  "tipset",
			Usage: "specify tipset to call method on (pass comma separated array of cids)",
		},
		&cli.IntFlag{
			Name:  "workers",
			Usage: "number of workers to use when processing",
			Value: 10,
		},
		&cli.IntFlag{
			Name:  "dag-cache-size",
			Usage: "cache size per worker (setting to 0 disables)",
			Value: 8092,
		},
		&cli.BoolFlag{
			Name:  "pretty",
			Usage: "print formated output instead of ldjson",
			Value: false,
		},
	},
	Action: func(cctx *cli.Context) error {
		ctx := lcli.ReqContext(cctx)
		h, err := loadChainStore(ctx, cctx.String("repo"))
		if err != nil {
			return err
		}
		defer h.closer()
		tsr := &ChainStoreTipSetResolver{
			Chain: h.cs,
		}

		ts, err := lcli.LoadTipSet(ctx, cctx, tsr)
		if err != nil {
			return err
		}

		numWorkers := cctx.Int("workers")
		dagCacheSize := cctx.Int("dag-cache-size")

		eg, egctx := errgroup.WithContext(ctx)

		jobCh := make(chan job, numWorkers)
		resultCh := make(chan result)
		cidCh := make(chan cidCall, numWorkers)
		summary := make(map[string]api.ObjStat)
		// snapshot root objects with no additional bytes or links
		summary["/"] = api.ObjStat{Size: 0, Links: 0}
		summary["/statetree"] = api.ObjStat{Size: 0, Links: 0}
		summary["/statetree/churn"] = api.ObjStat{Size: 0, Links: 0} // XXX this will be calculated

		combine := func(statsA, statsB api.ObjStat) api.ObjStat {
			return api.ObjStat{
				Size:  statsA.Size + statsB.Size,
				Links: statsA.Links + statsB.Links,
			}
		}
		var workerWg sync.WaitGroup

		// Threadsafe cid set lives across different pipelines so not part of error group
		go func() error {
			seen := cid.NewSet()
			for {
				select {
				case call := <-cidCh:
					call.resp <- seen.Visit(call.c)
				case <-ctx.Done():
					log.Infof("shutting down cid set goroutine")
					return ctx.Err()
				}
			}
		}()
		visit := func(c cid.Cid) bool {
			ch := make(chan bool)
			cidCh <- cidCall{c: c, resp: ch}
			out := <-ch
			return out
		}

		// Stage 1 walk all actors in latest state root
		eg.Go(func() error {
			defer func() {
				close(jobCh)
			}()

			st, err := h.sm.StateTree(ts.ParentState())
			if err != nil {
				return err
			}

			return st.ForEach(func(_ address.Address, act *types.Actor) error {
				actType := builtin.ActorNameByCode(act.Code)
				actType = path.Base(actType) // strip away fil/<nv>
				if actType == "<unknown>" {
					actType = act.Code.String()
				}
				jobCh <- job{c: act.Head, key: fmt.Sprintf("/statetree/latest/%s", actType)}

				return nil
			})
		})

		worker := func(ctx context.Context, id int, jobCh chan job, resultCh chan result) error {
			var dag format.NodeGetter = merkledag.NewDAGService(blockservice.New(h.bs, offline.Exchange(h.bs)))
			if dagCacheSize != 0 {
				var err error
				dag, err = newCacheNodeGetter(merkledag.NewDAGService(blockservice.New(h.bs, offline.Exchange(h.bs))), dagCacheSize)
				if err != nil {
					return err
				}
			}

			for job := range jobCh {
				stats, err := collectSnapshotJobStats(ctx, job, dag, visit)
				if err != nil {
					return err
				}
				for _, stat := range stats {
					select {
					case resultCh <- stat:
					case <-ctx.Done():
						return ctx.Err()
					}
				}
			}
			return nil
		}
		var id int
		for w := 0; w < numWorkers; w++ {
			id = w
			workerWg.Add(1)
			eg.Go(func() error {
				defer workerWg.Done()
				return worker(egctx, id, jobCh, resultCh)
			})
		}

		// Close result channel when workers are done sending to it.
		eg.Go(func() error {
			workerWg.Wait()
			close(resultCh)
			return nil
		})

		eg.Go(func() error {
			for result := range resultCh {
				if stat, ok := summary[result.key]; ok {
					summary[result.key] = combine(stat, result.stats)

				} else {
					summary[result.key] = result.stats
				}
			}
			return nil
		})

		if err := eg.Wait(); err != nil {
			return fmt.Errorf("failed to measure space in latest state root: %w", err)
		}

		// Stage 2: walk the top of the latest state root
		id += 1
		resultCh = make(chan result)
		jobCh = make(chan job)
		go func() {
			defer close(jobCh)
			jobCh <- job{c: ts.ParentState(), key: "/statetree"}
		}()
		go func() {
			defer close(resultCh)
			worker(ctx, id, jobCh, resultCh)
		}()
		res := <-resultCh
		summary[res.key] = res.stats

		// Stage 3 walk the rest of the chain: headers, messages, churn
		// ordering:
		// for each header send jobs for messages, receipts, state tree churn
		//    don't walk header directly as it would just walk everything including parent tipsets
		eg, egctx = errgroup.WithContext(ctx)
		jobCh = make(chan job, numWorkers)
		resultCh = make(chan result)
		var workerWg2 sync.WaitGroup

		churnStateRoots := cid.NewSet()
		workerWg2.Add(1) // goroutine creating jobs also sends to result channel
		eg.Go(func() error {
			defer func() {
				close(jobCh)
				workerWg2.Done()
			}()
			// walk chain

			var dag format.NodeGetter = merkledag.NewDAGService(blockservice.New(h.bs, offline.Exchange(h.bs)))
			if dagCacheSize != 0 {
				var err error
				dag, err = newCacheNodeGetter(merkledag.NewDAGService(blockservice.New(h.bs, offline.Exchange(h.bs))), dagCacheSize)
				if err != nil {
					return err
				}
			}

			blocksToWalk := ts.Cids()
			startHeight := ts.Height()
			fmt.Printf("starting height %d\n", startHeight)
			snapshotStateLimit := abi.ChainEpoch(2000)

			churnActorCache := cid.NewSet()
			blocksTracked := cid.NewSet()
			for len(blocksToWalk) > 0 {
				blkCid := blocksToWalk[0]
				blocksToWalk = blocksToWalk[1:]
				nd, err := dag.Get(ctx, blkCid)
				if err != nil {
					return xerrors.Errorf("getting block: %w", err)
				}

				var b types.BlockHeader
				if err := b.UnmarshalCBOR(bytes.NewBuffer(nd.RawData())); err != nil {
					return xerrors.Errorf("unmarshaling block header (cid=%s): %w", blkCid, err)
				}

				// header directly to result channel
				resultCh <- result{key: "/headers", stats: api.ObjStat{Size: uint64(len(nd.RawData())), Links: uint64(len(nd.Links()))}}
				// message job
				if b.Height > startHeight-snapshotStateLimit {
					jobCh <- job{key: "/messages", c: b.Messages}
				}

				// state churn job
				if b.Height > startHeight-snapshotStateLimit {
					if churnStateRoots.Visit(b.ParentStateRoot) {
						st, err := h.sm.StateTree(b.ParentStateRoot)
						if err != nil {
							return err
						}

						err = st.ForEach(func(_ address.Address, act *types.Actor) error {
							if churnActorCache.Visit(act.Head) {
								actType := builtin.ActorNameByCode(act.Code)
								actType = path.Base(actType) // strip away fil/<nv>
								if actType == "<unknown>" {
									actType = act.Code.String()
								}
								jobCh <- job{c: act.Head, key: fmt.Sprintf("/statetree/churn/%s", actType)}
							}

							return nil
						})
						if err != nil {
							return err
						}
					}
				}
				for _, blkCid := range b.Parents {
					if blocksTracked.Visit(blkCid) && b.Height != 0 {
						blocksToWalk = append(blocksToWalk, blkCid)
					}
				}
			}
			return nil
		})

		for w := 0; w < numWorkers; w++ {
			id += w
			workerWg2.Add(1)
			eg.Go(func() error {
				defer workerWg2.Done()
				return worker(egctx, id, jobCh, resultCh)
			})
		}

		// Close result channel when workers are done sending to it.
		eg.Go(func() error {
			workerWg2.Wait()
			close(resultCh)
			return nil
		})

		eg.Go(func() error {
			for result := range resultCh {
				if stat, ok := summary[result.key]; ok {
					summary[result.key] = combine(stat, result.stats)
				} else {
					summary[result.key] = result.stats
				}
			}
			return nil
		})
		if err := eg.Wait(); err != nil {
			return fmt.Errorf("failed to measure space in snapshot churn: %w", err)
		}

		// Stage 4 walk all actor HAMTs for churn

		if cctx.Bool("pretty") {
			DumpSnapshotStats(summary)
		} else {
			if err := DumpJSON(summary); err != nil {
				return err
			}
		}

		return nil
	},
}

var statActorCmd = &cli.Command{
	Name:  "stat-actor",
	Usage: "calculates the size of actors and their immeidate structures",
	Description: `Any DAG linked by the actor object (field) will have its size calculated independently of all
other linked DAG. If an actor has two fields containing links to the same DAG the structure size will be counted
twice, included in each fields size individually.

The top level stats reported for an actor is computed independently of all fields and is a more accurate
accounting of the true size of the actor in the state datastore.

The calculation of these stats results in the actor state being traversed twice. The dag-cache-size flag can be used
to reduce the number of decode operations performed by caching the decoded object after first access.`,
	Flags: []cli.Flag{
		&cli.StringFlag{
			Name:  "tipset",
			Usage: "specify tipset to call method on (pass comma separated array of cids)",
		},
		&cli.IntFlag{
			Name:  "workers",
			Usage: "number of workers to use when processing",
			Value: 10,
		},
		&cli.IntFlag{
			Name:  "dag-cache-size",
			Usage: "cache size per worker (setting to 0 disables)",
			Value: 8092,
		},
		&cli.BoolFlag{
			Name:  "all",
			Usage: "process all actors in stateroot of tipset",
			Value: false,
		},
		&cli.BoolFlag{
			Name:  "pretty",
			Usage: "print formated output instead of ldjson",
			Value: false,
		},
	},
	Action: func(cctx *cli.Context) error {
		ctx := lcli.ReqContext(cctx)

		var addrs []address.Address

		if !cctx.Bool("all") {
			for _, a := range cctx.Args().Slice() {
				addr, err := address.NewFromString(a)
				if err != nil {
					return err
				}

				addrs = append(addrs, addr)
			}
		}
		h, err := loadChainStore(ctx, cctx.String("repo"))
		if err != nil {
			return err
		}
		defer h.closer()

		tsr := &ChainStoreTipSetResolver{
			Chain: h.cs,
		}

		ts, err := lcli.LoadTipSet(ctx, cctx, tsr)
		if err != nil {
			return err
		}

		//		log.Infow("tipset", "parentstate", ts.ParentState())

		if len(addrs) == 0 && cctx.Bool("all") {
			var err error
			addrs, err = h.sm.ListAllActors(ctx, ts)
			if err != nil {
				return err
			}
		}

		numWorkers := cctx.Int("workers")
		dagCacheSize := cctx.Int("dag-cache-size")

		eg, egctx := errgroup.WithContext(ctx)

		jobs := make(chan address.Address, numWorkers)
		results := make(chan actorStats, numWorkers)

		worker := func(ctx context.Context, id int) error {
			completed := 0
			defer func() {
				//log.Infow("worker done", "id", id, "completed", completed)
			}()

			for {
				select {
				case addr, ok := <-jobs:
					if !ok {
						return nil
					}

					actor, err := h.sm.LoadActor(ctx, addr, ts)
					if err != nil {
						return err
					}

					var dag format.NodeGetter = merkledag.NewDAGService(blockservice.New(h.bs, offline.Exchange(h.bs)))
					if dagCacheSize != 0 {
						var err error
						dag, err = newCacheNodeGetter(merkledag.NewDAGService(blockservice.New(h.bs, offline.Exchange(h.bs))), dagCacheSize)
						if err != nil {
							return err
						}
					}

					actStats, err := collectStats(ctx, addr, actor, dag)
					if err != nil {
						return err
					}

					select {
					case results <- actStats:
					case <-ctx.Done():
						return ctx.Err()
					}
				case <-ctx.Done():
					return ctx.Err()
				}

				completed = completed + 1
			}
		}

		for w := 0; w < numWorkers; w++ {
			id := w
			eg.Go(func() error {
				return worker(egctx, id)
			})
		}

		go func() {
			defer close(jobs)
			for _, addr := range addrs {
				jobs <- addr
			}
		}()

		go func() {
			// error is check later
			eg.Wait() //nolint:errcheck
			close(results)
		}()

		for {
			select {
			case result, ok := <-results:
				if !ok {
					return eg.Wait()
				}

				if cctx.Bool("pretty") {
					DumpStats(result)
				} else {
					if err := DumpJSON(result); err != nil {
						return err
					}
				}
			case <-ctx.Done():
				return ctx.Err()
			}
		}
	},
}

func collectSnapshotJobStats(ctx context.Context, in job, dag format.NodeGetter, visit func(c cid.Cid) bool) ([]result, error) {
	// "state" and "churn" attempt further breakdown by actor type
	if !(path.Dir(in.key) == "/statetree/latest") && !(path.Dir(in.key) == "/statetree/churn") {
		dsc := &dagStatCollector{
			ds:   dag,
			walk: carWalkFunc,
		}

		if err := merkledag.Walk(ctx, dsc.walkLinks, in.c, visit, merkledag.Concurrent()); err != nil {
			return nil, err
		}
		return []result{{key: in.key, stats: dsc.stats}}, nil
	}

	// in.c is an actor head cid, try to unmarshal and create sub keys for different regions of state
	nd, err := dag.Get(ctx, in.c)
	if err != nil {
		return nil, err
	}
	subjobs := make([]job, 0)
	results := make([]result, 0)

	// reconstruct actor for state parsing from key
	av, err := gstactors.VersionForNetwork(network.Version20)
	if err != nil {
		return nil, fmt.Errorf("failed to get actors version for network: %w", err)
	}
	code, ok := actors.GetActorCodeID(av, path.Base(in.key))
	if !ok { // try parsing key directly
		code, err = cid.Parse(path.Base(in.key))
		if err != nil {
			log.Debugf("failing to parse actor string: %s", path.Base(in.key))
		}
	}

	actor := types.ActorV5{Head: in.c, Code: code}
	oif, err := vm.DumpActorState(consensus.NewTipSetExecutor(filcns.RewardFunc).NewActorRegistry(), &actor, nd.RawData())
	if err != nil {
		oif = nil
	}
	// Account actors return nil from DumpActorState as they have no state
	if oif != nil {
		v := reflect.Indirect(reflect.ValueOf(oif))
		for i := 0; i < v.NumField(); i++ {
			varName := v.Type().Field(i).Name
			varType := v.Type().Field(i).Type
			varValue := v.Field(i).Interface()

			if varType == reflect.TypeOf(cid.Cid{}) {
				subjobs = append(subjobs, job{
					key: fmt.Sprintf("%s/%s", in.key, varName),
					c:   varValue.(cid.Cid),
				})
			}
		}
	}

	// Walk subfields
	for _, job := range subjobs {
		dsc := &dagStatCollector{
			ds:   dag,
			walk: carWalkFunc,
		}

		if err := merkledag.Walk(ctx, dsc.walkLinks, job.c, visit, merkledag.Concurrent()); err != nil {
			return nil, err
		}
		var res result
		res.key = job.key
		res.stats = dsc.stats

		results = append(results, res)
	}

	// now walk the top level object of actor state
	dsc := &dagStatCollector{
		ds:   dag,
		walk: carWalkFunc,
	}

	if err := merkledag.Walk(ctx, dsc.walkLinks, in.c, visit, merkledag.Concurrent()); err != nil {
		return nil, err
	}
	results = append(results, result{key: in.key, stats: dsc.stats})
	return results, nil
}

func collectStats(ctx context.Context, addr address.Address, actor *types.Actor, dag format.NodeGetter) (actorStats, error) {
	//	log.Infow("actor", "addr", addr, "code", actor.Code, "name", builtin.ActorNameByCode(actor.Code))

	nd, err := dag.Get(ctx, actor.Head)
	if err != nil {
		return actorStats{}, err
	}

	// When it comes to fvm / evm actors this method of inspecting fields will probably not work
	// and we may only be able to collect stats for the top level object. We might be able to iterate
	// over the top level fields for the actors and identify field that are CIDs, but unsure if we would
	// be able to identify a field name.

	oif, err := vm.DumpActorState(consensus.NewTipSetExecutor(filcns.RewardFunc).NewActorRegistry(), actor, nd.RawData())
	if err != nil {
		oif = nil
	}

	fields := []fieldItem{}

	// Account actors return nil from DumpActorState as they have no state
	if oif != nil {
		v := reflect.Indirect(reflect.ValueOf(oif))
		for i := 0; i < v.NumField(); i++ {
			varName := v.Type().Field(i).Name
			varType := v.Type().Field(i).Type
			varValue := v.Field(i).Interface()

			if varType == reflect.TypeOf(cid.Cid{}) {
				fields = append(fields, fieldItem{
					Name: varName,
					Cid:  varValue.(cid.Cid),
				})
			}
		}
	}

	actStats := actorStats{
		Address: addr,
		Actor:   actor,
	}

	dsc := &dagStatCollector{
		ds:   dag,
		walk: carWalkFunc,
	}

	if err := merkledag.Walk(ctx, dsc.walkLinks, actor.Head, cid.NewSet().Visit, merkledag.Concurrent()); err != nil {
		return actorStats{}, err
	}

	actStats.Stats = dsc.stats

	for _, field := range fields {
		dsc := &dagStatCollector{
			ds:   dag,
			walk: carWalkFunc,
		}

		if err := merkledag.Walk(ctx, dsc.walkLinks, field.Cid, cid.NewSet().Visit, merkledag.Concurrent()); err != nil {
			return actorStats{}, err
		}

		field.Stats = dsc.stats

		actStats.Fields = append(actStats.Fields, field)
	}

	return actStats, nil
}

func DumpJSON(i interface{}) error {
	bs, err := json.Marshal(i)
	if err != nil {
		return err
	}

	fmt.Println(string(bs))

	return nil
}

func DumpStats(actStats actorStats) {
	strtype := builtin.ActorNameByCode(actStats.Actor.Code)
	fmt.Printf("Address:\t%s\n", actStats.Address)
	fmt.Printf("Balance:\t%s\n", types.FIL(actStats.Actor.Balance))
	fmt.Printf("Nonce:\t\t%d\n", actStats.Actor.Nonce)
	fmt.Printf("Code:\t\t%s (%s)\n", actStats.Actor.Code, strtype)
	fmt.Printf("Head:\t\t%s\n", actStats.Actor.Head)
	fmt.Println()

	fmt.Printf("%-*s%-*s%-*s\n", 32, "Field", 24, "Size", 24, "\"Blocks\"")

	stats := actStats.Stats
	sizeStr := units.BytesSize(float64(stats.Size))
	fmt.Printf("%-*s%-*s%-*s%-*d\n", 32, "<self>", 10, sizeStr, 14, fmt.Sprintf("(%d)", stats.Size), 24, stats.Links)

	for _, s := range actStats.Fields {
		stats := s.Stats
		sizeStr := units.BytesSize(float64(stats.Size))
		fmt.Printf("%-*s%-*s%-*s%-*d\n", 32, s.Name, 10, sizeStr, 14, fmt.Sprintf("(%d)", stats.Size), 24, stats.Links)
	}

	fmt.Println("--------------------------------------------------------------------------")
}

func DumpSnapshotStats(stats map[string]api.ObjStat) {
	// sort keys so we get subkey locality
	keys := make([]string, 0, len(stats))
	for k, _ := range stats {
		keys = append(keys, k)
	}
	sort.Strings(keys)

	fmt.Printf("%-*s%-*s%-*s\n", 32, "Path", 24, "Size", 24, "\"Blocks\"")
	for _, k := range keys {
		stat := stats[k]
		sizeStr := units.BytesSize(float64(stat.Size))
		fmt.Printf("%-*s%-*s%-*s%-*d\n", 32, k, 10, sizeStr, 14, fmt.Sprintf("(%d)", stat.Size), 24, stat.Links)
	}
}