arbo/tree.go

/*
Package arbo implements a Merkle Tree compatible with the circomlib
implementation of the MerkleTree, following the specification from
https://docs.iden3.io/publications/pdfs/Merkle-Tree.pdf and
https://eprint.iacr.org/2018/955.

Allows to define which hash function to use. So for example, when working with
zkSnarks the Poseidon hash function can be used, but when not, it can be used
the Blake2b hash function, which has much faster computation time.
*/
package arbo

import (
	"bytes"
	"crypto/sha256"
	"encoding/binary"
	"encoding/hex"
	"fmt"
	"io"
	"math"
	"sync"

	"go.vocdoni.io/dvote/db"
)

const (
	// PrefixValueLen defines the bytes-prefix length used for the Value
	// bytes representation stored in the db
	PrefixValueLen = 2

	// PrefixValueEmpty is used for the first byte of a Value to indicate
	// that is an Empty value
	PrefixValueEmpty = 0
	// PrefixValueLeaf is used for the first byte of a Value to indicate
	// that is a Leaf value
	PrefixValueLeaf = 1
	// PrefixValueIntermediate is used for the first byte of a Value to
	// indicate that is a Intermediate value
	PrefixValueIntermediate = 2

	// nChars is used to crop the Graphviz nodes labels
	nChars = 4
)

var (
	dbKeyRoot   = []byte("root")
	dbKeyNLeafs = []byte("nleafs")
	emptyValue  = []byte{0}

	// ErrKeyNotFound is used when a key is not found in the db neither in
	// the current db Batch.
	ErrKeyNotFound = fmt.Errorf("key not found")
	// ErrKeyAlreadyExists is used when trying to add a key as leaf to the
	// tree that already exists.
	ErrKeyAlreadyExists = fmt.Errorf("key already exists")
	// ErrInvalidValuePrefix is used when going down into the tree, a value
	// is read from the db and has an unrecognized prefix.
	ErrInvalidValuePrefix = fmt.Errorf("invalid value prefix")
	// ErrDBNoTx is used when trying to use Tree.dbPut but Tree.dbBatch==nil
	ErrDBNoTx = fmt.Errorf("dbPut error: no db Batch")
	// ErrMaxLevel indicates when going down into the tree, the max level is
	// reached
	ErrMaxLevel = fmt.Errorf("max level reached")
	// ErrMaxVirtualLevel indicates when going down into the tree, the max
	// virtual level is reached
	ErrMaxVirtualLevel = fmt.Errorf("max virtual level reached")
)

// Tree defines the struct that implements the MerkleTree functionalities
type Tree struct {
	sync.RWMutex
	dbBatch     db.Batch
	batchMemory kvMap // TODO TMP
	db          db.Database
	maxLevels   int
	root        []byte

	hashFunction HashFunction
	// TODO in the methods that use it, check if emptyHash param is len>0
	// (check if it has been initialized)
	emptyHash []byte

	dbg *dbgStats
}

// bmKeySize stands for batchMemoryKeySize
const bmKeySize = sha256.Size

// TMP
type kvMap map[[bmKeySize]byte]kv

// Get retreives the value respective to a key from the KvMap
func (m kvMap) Get(k []byte) ([]byte, bool) {
	v, ok := m[sha256.Sum256(k)]
	return v.v, ok
}

// Put stores a key and a value in the KvMap
func (m kvMap) Put(k, v []byte) {
	m[sha256.Sum256(k)] = kv{k: k, v: v}
}

// NewTree returns a new Tree, if there is a Tree still in the given database, it
// will load it.
func NewTree(database db.Database, maxLevels int, hash HashFunction) (*Tree, error) {
	t := Tree{db: database, maxLevels: maxLevels, hashFunction: hash}
	t.emptyHash = make([]byte, t.hashFunction.Len()) // empty

	root, err := t.dbGet(dbKeyRoot)
	if err == ErrKeyNotFound {
		// store new root 0
		t.dbBatch = t.db.NewBatch()
		t.batchMemory = make(map[[bmKeySize]byte]kv) // TODO TMP
		t.root = t.emptyHash
		if err = t.dbPut(dbKeyRoot, t.root); err != nil {
			return nil, err
		}
		if err = t.setNLeafs(0); err != nil {
			return nil, err
		}
		if err = t.dbBatch.Write(); err != nil {
			return nil, err
		}
		return &t, err
	} else if err != nil {
		return nil, err
	}
	t.root = root
	return &t, nil
}

// Root returns the root of the Tree
func (t *Tree) Root() []byte {
	return t.root
}

// HashFunction returns Tree.hashFunction
func (t *Tree) HashFunction() HashFunction {
	return t.hashFunction
}

// AddBatch adds a batch of key-values to the Tree. Returns an array containing
// the indexes of the keys failed to add. Supports empty values as input
// parameters, which is equivalent to 0 valued byte array.
func (t *Tree) AddBatch(keys, values [][]byte) ([]int, error) {
	t.Lock()
	defer t.Unlock()

	vt, err := t.loadVT()
	if err != nil {
		return nil, err
	}

	// TODO check validity of keys & values for Tree.hashFunction (maybe do
	// not add the checks, as would need more time, and this could be
	// checked/ensured before calling this method)

	e := []byte{}
	// equal the number of keys & values
	if len(keys) > len(values) {
		// add missing values
		for i := len(values); i < len(keys); i++ {
			values = append(values, e)
		}
	} else if len(keys) < len(values) {
		// crop extra values
		values = values[:len(keys)]
	}

	invalids, err := vt.addBatch(keys, values)
	if err != nil {
		return nil, err
	}

	// once the VirtualTree is build, compute the hashes
	pairs, err := vt.computeHashes()
	if err != nil {
		// currently invalids in computeHashes are not counted,
		// but should not be needed, as if there is an error there is
		// nothing stored in the db and the error is returned
		return nil, err
	}
	t.root = vt.root.h

	// store pairs in db
	t.dbBatch = t.db.NewBatch()
	t.batchMemory = make(map[[bmKeySize]byte]kv) // TODO TMP
	for i := 0; i < len(pairs); i++ {
		if err := t.dbPut(pairs[i][0], pairs[i][1]); err != nil {
			return nil, err
		}
	}

	// store root to db
	if err := t.dbPut(dbKeyRoot, t.root); err != nil {
		return nil, err
	}

	// update nLeafs
	if err := t.incNLeafs(len(keys) - len(invalids)); err != nil {
		return nil, err
	}

	// commit db dbBatch
	if err := t.dbBatch.Write(); err != nil {
		return nil, err
	}
	return invalids, nil
}

// loadVT loads a new virtual tree (vt) from the current Tree, which contains
// the same leafs.
func (t *Tree) loadVT() (vt, error) {
	vt := newVT(t.maxLevels, t.hashFunction)
	vt.params.dbg = t.dbg
	err := t.Iterate(nil, func(k, v []byte) {
		if v[0] != PrefixValueLeaf {
			return
		}
		leafK, leafV := ReadLeafValue(v)
		if err := vt.add(0, leafK, leafV); err != nil {
			// TODO instead of panic, return this error
			panic(err)
		}
	})

	return vt, err
}

// Add inserts the key-value into the Tree.  If the inputs come from a *big.Int,
// is expected that are represented by a Little-Endian byte array (for circom
// compatibility).
func (t *Tree) Add(k, v []byte) error {
	t.Lock()
	defer t.Unlock()

	var err error
	t.dbBatch = t.db.NewBatch()
	t.batchMemory = make(map[[bmKeySize]byte]kv) // TODO TMP

	// TODO check validity of key & value for Tree.hashFunction (maybe do
	// not add the checks, as would need more time, and this could be
	// checked/ensured before calling this method)

	err = t.add(0, k, v) // add from level 0
	if err != nil {
		return err
	}
	// store root to db
	if err := t.dbPut(dbKeyRoot, t.root); err != nil {
		return err
	}
	// update nLeafs
	if err = t.incNLeafs(1); err != nil {
		return err
	}
	return t.dbBatch.Write()
}

func (t *Tree) add(fromLvl int, k, v []byte) error {
	keyPath := make([]byte, t.hashFunction.Len())
	copy(keyPath[:], k)

	path := getPath(t.maxLevels, keyPath)
	// go down to the leaf
	var siblings [][]byte
	_, _, siblings, err := t.down(k, t.root, siblings, path, fromLvl, false)
	if err != nil {
		return err
	}

	leafKey, leafValue, err := t.newLeafValue(k, v)
	if err != nil {
		return err
	}

	if err := t.dbPut(leafKey, leafValue); err != nil {
		return err
	}

	// go up to the root
	if len(siblings) == 0 {
		t.root = leafKey
		return nil
	}
	root, err := t.up(leafKey, siblings, path, len(siblings)-1, fromLvl)
	if err != nil {
		return err
	}

	t.root = root
	return nil
}

// down goes down to the leaf recursively
func (t *Tree) down(newKey, currKey []byte, siblings [][]byte,
	path []bool, currLvl int, getLeaf bool) (
	[]byte, []byte, [][]byte, error) {
	if currLvl > t.maxLevels-1 {
		return nil, nil, nil, ErrMaxLevel
	}

	var err error
	var currValue []byte
	if bytes.Equal(currKey, t.emptyHash) {
		// empty value
		return currKey, emptyValue, siblings, nil
	}
	currValue, err = t.dbGet(currKey)
	if err != nil {
		return nil, nil, nil, err
	}

	switch currValue[0] {
	case PrefixValueEmpty: // empty
		fmt.Printf("newKey: %s, currKey: %s, currLvl: %d, currValue: %s\n",
			hex.EncodeToString(newKey), hex.EncodeToString(currKey),
			currLvl, hex.EncodeToString(currValue))
		panic("This point should not be reached, as the 'if' above" +
			" should avoid reaching this point. This panic is temporary" +
			" for reporting purposes, will be deleted in future versions." +
			" Please paste this log (including the previous lines) in a" +
			" new issue: https://github.com/vocdoni/arbo/issues/new") // TMP
	case PrefixValueLeaf: // leaf
		if !bytes.Equal(currValue, emptyValue) {
			if getLeaf {
				return currKey, currValue, siblings, nil
			}
			oldLeafKey, _ := ReadLeafValue(currValue)
			if bytes.Equal(newKey, oldLeafKey) {
				return nil, nil, nil, ErrKeyAlreadyExists
			}

			oldLeafKeyFull := make([]byte, t.hashFunction.Len())
			copy(oldLeafKeyFull[:], oldLeafKey)

			// if currKey is already used, go down until paths diverge
			oldPath := getPath(t.maxLevels, oldLeafKeyFull)
			siblings, err = t.downVirtually(siblings, currKey, newKey, oldPath, path, currLvl)
			if err != nil {
				return nil, nil, nil, err
			}
		}
		return currKey, currValue, siblings, nil
	case PrefixValueIntermediate: // intermediate
		if len(currValue) != PrefixValueLen+t.hashFunction.Len()*2 {
			return nil, nil, nil,
				fmt.Errorf("intermediate value invalid length (expected: %d, actual: %d)",
					PrefixValueLen+t.hashFunction.Len()*2, len(currValue))
		}
		// collect siblings while going down
		if path[currLvl] {
			// right
			lChild, rChild := ReadIntermediateChilds(currValue)
			siblings = append(siblings, lChild)
			return t.down(newKey, rChild, siblings, path, currLvl+1, getLeaf)
		}
		// left
		lChild, rChild := ReadIntermediateChilds(currValue)
		siblings = append(siblings, rChild)
		return t.down(newKey, lChild, siblings, path, currLvl+1, getLeaf)
	default:
		return nil, nil, nil, ErrInvalidValuePrefix
	}
}

// downVirtually is used when in a leaf already exists, and a new leaf which
// shares the path until the existing leaf is being added
func (t *Tree) downVirtually(siblings [][]byte, oldKey, newKey []byte, oldPath,
	newPath []bool, currLvl int) ([][]byte, error) {
	var err error
	if currLvl > t.maxLevels-1 {
		return nil, ErrMaxVirtualLevel
	}

	if oldPath[currLvl] == newPath[currLvl] {
		siblings = append(siblings, t.emptyHash)

		siblings, err = t.downVirtually(siblings, oldKey, newKey, oldPath, newPath, currLvl+1)
		if err != nil {
			return nil, err
		}
		return siblings, nil
	}
	// reached the divergence
	siblings = append(siblings, oldKey)

	return siblings, nil
}

// up goes up recursively updating the intermediate nodes
func (t *Tree) up(key []byte, siblings [][]byte, path []bool, currLvl, toLvl int) ([]byte, error) {
	var k, v []byte
	var err error
	if path[currLvl+toLvl] {
		k, v, err = t.newIntermediate(siblings[currLvl], key)
		if err != nil {
			return nil, err
		}
	} else {
		k, v, err = t.newIntermediate(key, siblings[currLvl])
		if err != nil {
			return nil, err
		}
	}
	// store k-v to db
	if err = t.dbPut(k, v); err != nil {
		return nil, err
	}

	if currLvl == 0 {
		// reached the root
		return k, nil
	}

	return t.up(k, siblings, path, currLvl-1, toLvl)
}

func (t *Tree) newLeafValue(k, v []byte) ([]byte, []byte, error) {
	t.dbg.incHash()
	return newLeafValue(t.hashFunction, k, v)
}

// newLeafValue takes a key & value from a leaf, and computes the leaf hash,
// which is used as the leaf key. And the value is the concatenation of the
// inputed key & value. The output of this function is used as key-value to
// store the leaf in the DB.
// [     1 byte   |     1 byte    | N bytes | M bytes ]
// [ type of node | length of key |   key   |  value  ]
func newLeafValue(hashFunc HashFunction, k, v []byte) ([]byte, []byte, error) {
	leafKey, err := hashFunc.Hash(k, v, []byte{1})
	if err != nil {
		return nil, nil, err
	}
	var leafValue []byte
	leafValue = append(leafValue, byte(1))
	leafValue = append(leafValue, byte(len(k)))
	leafValue = append(leafValue, k...)
	leafValue = append(leafValue, v...)
	return leafKey, leafValue, nil
}

// ReadLeafValue reads from a byte array the leaf key & value
func ReadLeafValue(b []byte) ([]byte, []byte) {
	if len(b) < PrefixValueLen {
		return []byte{}, []byte{}
	}

	kLen := b[1]
	if len(b) < PrefixValueLen+int(kLen) {
		return []byte{}, []byte{}
	}
	k := b[PrefixValueLen : PrefixValueLen+kLen]
	v := b[PrefixValueLen+kLen:]
	return k, v
}

func (t *Tree) newIntermediate(l, r []byte) ([]byte, []byte, error) {
	t.dbg.incHash()
	return newIntermediate(t.hashFunction, l, r)
}

// newIntermediate takes the left & right keys of a intermediate node, and
// computes its hash. Returns the hash of the node, which is the node key, and a
// byte array that contains the value (which contains the left & right child
// keys) to store in the DB.
// [     1 byte   |     1 byte    | N bytes  |  N bytes  ]
// [ type of node | length of key | left key | right key ]
func newIntermediate(hashFunc HashFunction, l, r []byte) ([]byte, []byte, error) {
	b := make([]byte, PrefixValueLen+hashFunc.Len()*2)
	b[0] = 2
	b[1] = byte(len(l))
	copy(b[PrefixValueLen:PrefixValueLen+hashFunc.Len()], l)
	copy(b[PrefixValueLen+hashFunc.Len():], r)

	key, err := hashFunc.Hash(l, r)
	if err != nil {
		return nil, nil, err
	}

	return key, b, nil
}

// ReadIntermediateChilds reads from a byte array the two childs keys
func ReadIntermediateChilds(b []byte) ([]byte, []byte) {
	if len(b) < PrefixValueLen {
		return []byte{}, []byte{}
	}

	lLen := b[1]
	if len(b) < PrefixValueLen+int(lLen) {
		return []byte{}, []byte{}
	}
	l := b[PrefixValueLen : PrefixValueLen+lLen]
	r := b[PrefixValueLen+lLen:]
	return l, r
}

func getPath(numLevels int, k []byte) []bool {
	path := make([]bool, numLevels)
	for n := 0; n < numLevels; n++ {
		path[n] = k[n/8]&(1<<(n%8)) != 0
	}
	return path
}

// Update updates the value for a given existing key. If the given key does not
// exist, returns an error.
func (t *Tree) Update(k, v []byte) error {
	t.Lock()
	defer t.Unlock()

	var err error
	t.dbBatch = t.db.NewBatch()
	t.batchMemory = make(map[[bmKeySize]byte]kv) // TODO TMP

	keyPath := make([]byte, t.hashFunction.Len())
	copy(keyPath[:], k)
	path := getPath(t.maxLevels, keyPath)

	var siblings [][]byte
	_, valueAtBottom, siblings, err := t.down(k, t.root, siblings, path, 0, true)
	if err != nil {
		return err
	}
	oldKey, _ := ReadLeafValue(valueAtBottom)
	if !bytes.Equal(oldKey, k) {
		return fmt.Errorf("key %s does not exist", hex.EncodeToString(k))
	}

	leafKey, leafValue, err := t.newLeafValue(k, v)
	if err != nil {
		return err
	}

	if err := t.dbPut(leafKey, leafValue); err != nil {
		return err
	}

	// go up to the root
	if len(siblings) == 0 {
		t.root = leafKey
		return t.dbBatch.Write()
	}
	root, err := t.up(leafKey, siblings, path, len(siblings)-1, 0)
	if err != nil {
		return err
	}

	t.root = root
	// store root to db
	if err := t.dbPut(dbKeyRoot, t.root); err != nil {
		return err
	}
	return t.dbBatch.Write()
}

// GenProof generates a MerkleTree proof for the given key. The leaf value is
// returned, together with the packed siblings of the proof, and a boolean
// parameter that indicates if the proof is of existence (true) or not (false).
func (t *Tree) GenProof(k []byte) ([]byte, []byte, []byte, bool, error) {
	keyPath := make([]byte, t.hashFunction.Len())
	copy(keyPath[:], k)

	path := getPath(t.maxLevels, keyPath)
	// go down to the leaf
	var siblings [][]byte
	_, value, siblings, err := t.down(k, t.root, siblings, path, 0, true)
	if err != nil {
		return nil, nil, nil, false, err
	}

	s := PackSiblings(t.hashFunction, siblings)

	leafK, leafV := ReadLeafValue(value)
	if !bytes.Equal(k, leafK) {
		// key not in tree, proof of non-existence
		return leafK, leafV, s, false, err
	}

	return leafK, leafV, s, true, nil
}

// PackSiblings packs the siblings into a byte array.
// [      1 byte        | L bytes |       S * N bytes     ]
// [  bitmap length (L) |  bitmap |  N non-zero siblings  ]
// Where the bitmap indicates if the sibling is 0 or a value from the siblings
// array. And S is the size of the output of the hash function used for the
// Tree.
func PackSiblings(hashFunc HashFunction, siblings [][]byte) []byte {
	var b []byte
	var bitmap []bool
	emptySibling := make([]byte, hashFunc.Len())
	for i := 0; i < len(siblings); i++ {
		if bytes.Equal(siblings[i], emptySibling) {
			bitmap = append(bitmap, false)
		} else {
			bitmap = append(bitmap, true)
			b = append(b, siblings[i]...)
		}
	}

	bitmapBytes := bitmapToBytes(bitmap)
	l := len(bitmapBytes)

	res := make([]byte, l+1+len(b))
	res[0] = byte(l) // set the bitmapBytes length
	copy(res[1:1+l], bitmapBytes)
	copy(res[1+l:], b)
	return res
}

// UnpackSiblings unpacks the siblings from a byte array.
func UnpackSiblings(hashFunc HashFunction, b []byte) ([][]byte, error) {
	l := b[0]
	bitmapBytes := b[1 : 1+l]
	bitmap := bytesToBitmap(bitmapBytes)
	siblingsBytes := b[1+l:]
	iSibl := 0
	emptySibl := make([]byte, hashFunc.Len())
	var siblings [][]byte
	for i := 0; i < len(bitmap); i++ {
		if iSibl >= len(siblingsBytes) {
			break
		}
		if bitmap[i] {
			siblings = append(siblings, siblingsBytes[iSibl:iSibl+hashFunc.Len()])
			iSibl += hashFunc.Len()
		} else {
			siblings = append(siblings, emptySibl)
		}
	}
	return siblings, nil
}

func bitmapToBytes(bitmap []bool) []byte {
	bitmapBytesLen := int(math.Ceil(float64(len(bitmap)) / 8)) //nolint:gomnd
	b := make([]byte, bitmapBytesLen)
	for i := 0; i < len(bitmap); i++ {
		if bitmap[i] {
			b[i/8] |= 1 << (i % 8)
		}
	}
	return b
}

func bytesToBitmap(b []byte) []bool {
	var bitmap []bool
	for i := 0; i < len(b); i++ {
		for j := 0; j < 8; j++ {
			bitmap = append(bitmap, b[i]&(1<<j) > 0)
		}
	}
	return bitmap
}

// Get returns the value for a given key
func (t *Tree) Get(k []byte) ([]byte, []byte, error) {
	keyPath := make([]byte, t.hashFunction.Len())
	copy(keyPath[:], k)

	path := getPath(t.maxLevels, keyPath)
	// go down to the leaf
	var siblings [][]byte
	_, value, _, err := t.down(k, t.root, siblings, path, 0, true)
	if err != nil {
		return nil, nil, err
	}
	leafK, leafV := ReadLeafValue(value)
	if !bytes.Equal(k, leafK) {
		return leafK, leafV, fmt.Errorf("Tree.Get error: keys doesn't match, %s != %s",
			BytesToBigInt(k), BytesToBigInt(leafK))
	}

	return leafK, leafV, nil
}

// CheckProof verifies the given proof. The proof verification depends on the
// HashFunction passed as parameter.
func CheckProof(hashFunc HashFunction, k, v, root, packedSiblings []byte) (bool, error) {
	siblings, err := UnpackSiblings(hashFunc, packedSiblings)
	if err != nil {
		return false, err
	}

	keyPath := make([]byte, hashFunc.Len())
	copy(keyPath[:], k)

	key, _, err := newLeafValue(hashFunc, k, v)
	if err != nil {
		return false, err
	}

	path := getPath(len(siblings), keyPath)
	for i := len(siblings) - 1; i >= 0; i-- {
		if path[i] {
			key, _, err = newIntermediate(hashFunc, siblings[i], key)
			if err != nil {
				return false, err
			}
		} else {
			key, _, err = newIntermediate(hashFunc, key, siblings[i])
			if err != nil {
				return false, err
			}
		}
	}
	if bytes.Equal(key[:], root) {
		return true, nil
	}
	return false, nil
}

func (t *Tree) dbPut(k, v []byte) error {
	if t.dbBatch == nil {
		return ErrDBNoTx
	}
	t.dbg.incDbPut()
	t.batchMemory.Put(k, v) // TODO TMP
	return t.dbBatch.Put(k, v)
}

func (t *Tree) dbGet(k []byte) ([]byte, error) {
	// if key is empty, return empty as value
	if bytes.Equal(k, t.emptyHash) {
		return t.emptyHash, nil
	}
	t.dbg.incDbGet()

	v, err := t.db.Get(k)
	if err == nil {
		return v, nil
	}
	if t.dbBatch != nil {
		// TODO TMP
		v, ok := t.batchMemory.Get(k)
		if !ok {
			return nil, ErrKeyNotFound
		}
		// /TMP
		return v, nil
	}
	return nil, ErrKeyNotFound
}

// Warning: should be called with a Tree.dbBatch created, and with a
// Tree.dbBatch.Write after the incNLeafs call.
func (t *Tree) incNLeafs(nLeafs int) error {
	oldNLeafs, err := t.GetNLeafs()
	if err != nil {
		return err
	}
	newNLeafs := oldNLeafs + nLeafs
	return t.setNLeafs(newNLeafs)
}

// Warning: should be called with a Tree.dbBatch created, and with a
// Tree.dbBatch.Write after the setNLeafs call.
func (t *Tree) setNLeafs(nLeafs int) error {
	b := make([]byte, 8)
	binary.LittleEndian.PutUint64(b, uint64(nLeafs))
	if err := t.dbPut(dbKeyNLeafs, b); err != nil {
		return err
	}
	return nil
}

// GetNLeafs returns the number of Leafs of the Tree.
func (t *Tree) GetNLeafs() (int, error) {
	b, err := t.dbGet(dbKeyNLeafs)
	if err != nil {
		return 0, err
	}
	nLeafs := binary.LittleEndian.Uint64(b)
	return int(nLeafs), nil
}

// Snapshot returns a copy of the Tree from the given root
func (t *Tree) Snapshot(rootKey []byte) (*Tree, error) {
	// TODO currently this method only changes the 'root pointer', but the
	// db continues being the same. In a future iteration, once the
	// db.Database interface allows to do database checkpoints, this method
	// could be updated to do a full checkpoint of the database for the
	// snapshot, to return a completly new independent tree containing the
	// snapshot.
	t.RLock()
	defer t.RUnlock()

	// allow to define which root to use
	if rootKey == nil {
		rootKey = t.Root()
	}
	return &Tree{
		db:           t.db,
		maxLevels:    t.maxLevels,
		root:         rootKey,
		hashFunction: t.hashFunction,
		dbg:          t.dbg,
	}, nil
}

// Iterate iterates through the full Tree, executing the given function on each
// node of the Tree.
func (t *Tree) Iterate(rootKey []byte, f func([]byte, []byte)) error {
	// allow to define which root to use
	if rootKey == nil {
		rootKey = t.Root()
	}
	return t.iter(rootKey, f)
}

// IterateWithStop does the same than Iterate, but with int for the current
// level, and a boolean parameter used by the passed function, is to indicate to
// stop iterating on the branch when the method returns 'true'.
func (t *Tree) IterateWithStop(rootKey []byte, f func(int, []byte, []byte) bool) error {
	// allow to define which root to use
	if rootKey == nil {
		rootKey = t.Root()
	}
	return t.iterWithStop(rootKey, 0, f)
}

func (t *Tree) iterWithStop(k []byte, currLevel int, f func(int, []byte, []byte) bool) error {
	v, err := t.dbGet(k)
	if err != nil {
		return err
	}
	currLevel++

	switch v[0] {
	case PrefixValueEmpty:
		f(currLevel, k, v)
	case PrefixValueLeaf:
		f(currLevel, k, v)
	case PrefixValueIntermediate:
		stop := f(currLevel, k, v)
		if stop {
			return nil
		}
		l, r := ReadIntermediateChilds(v)
		if err = t.iterWithStop(l, currLevel, f); err != nil {
			return err
		}
		if err = t.iterWithStop(r, currLevel, f); err != nil {
			return err
		}
	default:
		return ErrInvalidValuePrefix
	}
	return nil
}

func (t *Tree) iter(k []byte, f func([]byte, []byte)) error {
	f2 := func(currLvl int, k, v []byte) bool {
		f(k, v)
		return false
	}
	return t.iterWithStop(k, 0, f2)
}

// Dump exports all the Tree leafs in a byte array of length:
// [ N * (2+len(k+v)) ]. Where N is the number of key-values, and for each k+v:
// [ 1 byte | 1 byte | S bytes | len(v) bytes ]
// [ len(k) | len(v) |   key   |     value    ]
// Where S is the size of the output of the hash function used for the Tree.
func (t *Tree) Dump(rootKey []byte) ([]byte, error) {
	// allow to define which root to use
	if rootKey == nil {
		rootKey = t.Root()
	}

	// WARNING current encoding only supports key & values of 255 bytes each
	// (due using only 1 byte for the length headers).
	var b []byte
	err := t.Iterate(rootKey, func(k, v []byte) {
		if v[0] != PrefixValueLeaf {
			return
		}
		leafK, leafV := ReadLeafValue(v)
		kv := make([]byte, 2+len(leafK)+len(leafV))
		kv[0] = byte(len(leafK))
		kv[1] = byte(len(leafV))
		copy(kv[2:2+len(leafK)], leafK)
		copy(kv[2+len(leafK):], leafV)
		b = append(b, kv...)
	})
	return b, err
}

// ImportDump imports the leafs (that have been exported with the Dump method)
// in the Tree.
func (t *Tree) ImportDump(b []byte) error {
	r := bytes.NewReader(b)
	var err error
	var keys, values [][]byte
	for {
		l := make([]byte, 2)
		_, err = io.ReadFull(r, l)
		if err == io.EOF {
			break
		} else if err != nil {
			return err
		}
		k := make([]byte, l[0])
		_, err = io.ReadFull(r, k)
		if err != nil {
			return err
		}
		v := make([]byte, l[1])
		_, err = io.ReadFull(r, v)
		if err != nil {
			return err
		}
		keys = append(keys, k)
		values = append(values, v)
	}
	if _, err = t.AddBatch(keys, values); err != nil {
		return err
	}
	return nil
}

// Graphviz iterates across the full tree to generate a string Graphviz
// representation of the tree and writes it to w
func (t *Tree) Graphviz(w io.Writer, rootKey []byte) error {
	return t.GraphvizFirstNLevels(w, rootKey, t.maxLevels)
}

// GraphvizFirstNLevels iterates across the first NLevels of the tree to
// generate a string Graphviz representation of the first NLevels of the tree
// and writes it to w
func (t *Tree) GraphvizFirstNLevels(w io.Writer, rootKey []byte, untilLvl int) error {
	fmt.Fprintf(w, `digraph hierarchy {
node [fontname=Monospace,fontsize=10,shape=box]
`)
	if rootKey == nil {
		rootKey = t.Root()
	}
	nEmpties := 0
	err := t.iterWithStop(rootKey, 0, func(currLvl int, k, v []byte) bool {
		if currLvl == untilLvl {
			return true // to stop the iter from going down
		}
		switch v[0] {
		case PrefixValueEmpty:
		case PrefixValueLeaf:
			fmt.Fprintf(w, "\"%v\" [style=filled];\n", hex.EncodeToString(k[:nChars]))
			// key & value from the leaf
			kB, vB := ReadLeafValue(v)
			fmt.Fprintf(w, "\"%v\" -> {\"k:%v\\nv:%v\"}\n",
				hex.EncodeToString(k[:nChars]), hex.EncodeToString(kB[:nChars]),
				hex.EncodeToString(vB[:nChars]))
			fmt.Fprintf(w, "\"k:%v\\nv:%v\" [style=dashed]\n",
				hex.EncodeToString(kB[:nChars]), hex.EncodeToString(vB[:nChars]))
		case PrefixValueIntermediate:
			l, r := ReadIntermediateChilds(v)
			lStr := hex.EncodeToString(l[:nChars])
			rStr := hex.EncodeToString(r[:nChars])
			eStr := ""
			if bytes.Equal(l, t.emptyHash) {
				lStr = fmt.Sprintf("empty%v", nEmpties)
				eStr += fmt.Sprintf("\"%v\" [style=dashed,label=0];\n",
					lStr)
				nEmpties++
			}
			if bytes.Equal(r, t.emptyHash) {
				rStr = fmt.Sprintf("empty%v", nEmpties)
				eStr += fmt.Sprintf("\"%v\" [style=dashed,label=0];\n",
					rStr)
				nEmpties++
			}
			fmt.Fprintf(w, "\"%v\" -> {\"%v\" \"%v\"}\n", hex.EncodeToString(k[:nChars]),
				lStr, rStr)
			fmt.Fprint(w, eStr)
		default:
		}
		return false
	})
	fmt.Fprintf(w, "}\n")
	return err
}

// PrintGraphviz prints the output of Tree.Graphviz
func (t *Tree) PrintGraphviz(rootKey []byte) error {
	if rootKey == nil {
		rootKey = t.Root()
	}
	return t.PrintGraphvizFirstNLevels(rootKey, t.maxLevels)
}

// PrintGraphvizFirstNLevels prints the output of Tree.GraphvizFirstNLevels
func (t *Tree) PrintGraphvizFirstNLevels(rootKey []byte, untilLvl int) error {
	if rootKey == nil {
		rootKey = t.Root()
	}
	w := bytes.NewBufferString("")
	fmt.Fprintf(w,
		"--------\nGraphviz of the Tree with Root "+hex.EncodeToString(rootKey)+":\n")
	err := t.GraphvizFirstNLevels(w, rootKey, untilLvl)
	if err != nil {
		fmt.Println(w)
		return err
	}
	fmt.Fprintf(w,
		"End of Graphviz of the Tree with Root "+hex.EncodeToString(rootKey)+"\n--------\n")

	fmt.Println(w)
	return nil
}

// TODO circom proofs
// TODO data structure for proofs (including root, key, value, siblings,
// hashFunction) + method to verify that data structure