Golang keys.MakeNonColumnKey函数代码示例

// fillRange writes keys with the given prefix and associated values
// until bytes bytes have been written or the given range has split.
func fillRange(store *storage.Store, rangeID roachpb.RangeID, prefix roachpb.Key, bytes int64, t *testing.T) {
	src := rand.New(rand.NewSource(0))
	for {
		var ms engine.MVCCStats
		if err := engine.MVCCGetRangeStats(store.Engine(), rangeID, &ms); err != nil {
			t.Fatal(err)
		}
		keyBytes, valBytes := ms.KeyBytes, ms.ValBytes
		if keyBytes+valBytes >= bytes {
			return
		}
		key := append(append([]byte(nil), prefix...), randutil.RandBytes(src, 100)...)
		key = keys.MakeNonColumnKey(key)
		val := randutil.RandBytes(src, int(src.Int31n(1<<8)))
		pArgs := putArgs(key, val)
		_, err := client.SendWrappedWith(store, nil, roachpb.Header{
			RangeID: rangeID,
		}, &pArgs)
		// When the split occurs in the background, our writes may start failing.
		// We know we can stop writing when this happens.
		if _, ok := err.(*roachpb.RangeKeyMismatchError); ok {
			return
		} else if err != nil {
			t.Fatal(err)
		}
	}
}

// EncodeSecondaryIndexes encodes key/values for the secondary indexes. colMap
// maps ColumnIDs to indices in `values`.
func EncodeSecondaryIndexes(
	tableID ID,
	indexes []IndexDescriptor,
	colMap map[ColumnID]int,
	values []parser.Datum,
) ([]IndexEntry, error) {
	var secondaryIndexEntries []IndexEntry
	for _, secondaryIndex := range indexes {
		secondaryIndexKeyPrefix := MakeIndexKeyPrefix(tableID, secondaryIndex.ID)
		secondaryIndexKey, containsNull, err := EncodeIndexKey(
			&secondaryIndex, colMap, values, secondaryIndexKeyPrefix)
		if err != nil {
			return nil, err
		}

		// Add the implicit columns - they are encoded ascendingly.
		implicitDirs := make([]encoding.Direction, 0, len(secondaryIndex.ImplicitColumnIDs))
		for range secondaryIndex.ImplicitColumnIDs {
			implicitDirs = append(implicitDirs, encoding.Ascending)
		}
		extraKey, _, err := EncodeColumns(secondaryIndex.ImplicitColumnIDs, implicitDirs,
			colMap, values, nil)
		if err != nil {
			return nil, err
		}

		entry := IndexEntry{Key: secondaryIndexKey}

		if !secondaryIndex.Unique || containsNull {
			// If the index is not unique or it contains a NULL value, append
			// extraKey to the key in order to make it unique.
			entry.Key = append(entry.Key, extraKey...)
		}

		// Index keys are considered "sentinel" keys in that they do not have a
		// column ID suffix.
		entry.Key = keys.MakeNonColumnKey(entry.Key)

		if secondaryIndex.Unique {
			// Note that a unique secondary index that contains a NULL column value
			// will have extraKey appended to the key and stored in the value. We
			// require extraKey to be appended to the key in order to make the key
			// unique. We could potentially get rid of the duplication here but at
			// the expense of complicating scanNode when dealing with unique
			// secondary indexes.
			entry.Value = extraKey
		}

		secondaryIndexEntries = append(secondaryIndexEntries, entry)
	}
	return secondaryIndexEntries, nil
}

// TestStoreRangeSplitAtTablePrefix verifies a range can be split at
// UserTableDataMin and still gossip the SystemConfig properly.
func TestStoreRangeSplitAtTablePrefix(t *testing.T) {
	defer leaktest.AfterTest(t)
	defer config.TestingDisableTableSplits()()
	store, stopper := createTestStore(t)
	defer stopper.Stop()

	key := keys.MakeNonColumnKey(append([]byte(nil), keys.UserTableDataMin...))
	args := adminSplitArgs(key, key)
	_, err := client.SendWrapped(rg1(store), nil, &args)
	if err != nil {
		t.Fatalf("%q: split unexpected error: %s", key, err)
	}

	desc := &sql.TableDescriptor{}
	descBytes, err := desc.Marshal()
	if err != nil {
		t.Fatal(err)
	}

	// Update SystemConfig to trigger gossip.
	if err := store.DB().Txn(func(txn *client.Txn) error {
		txn.SetSystemConfigTrigger()
		// We don't care about the values, just the keys.
		k := sql.MakeDescMetadataKey(sql.ID(keys.MaxReservedDescID + 1))
		return txn.Put(k, desc)
	}); err != nil {
		t.Fatal(err)
	}

	successChan := make(chan struct{}, 1)
	store.Gossip().RegisterCallback(gossip.KeySystemConfig, func(_ string, content roachpb.Value) {
		contentBytes, err := content.GetBytes()
		if err != nil {
			t.Fatal(err)
		}
		if bytes.Contains(contentBytes, descBytes) {
			select {
			case successChan <- struct{}{}:
			default:
			}
		}
	})

	select {
	case <-time.After(time.Second):
		t.Errorf("expected a schema gossip containing %q, but did not see one", descBytes)
	case <-successChan:
	}
}

func writeRandomDataToRange(t testing.TB, store *storage.Store, rangeID roachpb.RangeID, keyPrefix []byte) {
	src := rand.New(rand.NewSource(0))
	for i := 0; i < 100; i++ {
		key := append([]byte(nil), keyPrefix...)
		key = append(key, randutil.RandBytes(src, int(src.Int31n(1<<7)))...)
		key = keys.MakeNonColumnKey(key)
		val := randutil.RandBytes(src, int(src.Int31n(1<<8)))
		pArgs := putArgs(key, val)
		if _, pErr := client.SendWrappedWith(rg1(store), nil, roachpb.Header{
			RangeID: rangeID,
		}, &pArgs); pErr != nil {
			t.Fatal(pErr)
		}
	}
}

// EncodeSecondaryIndex encodes key/values for a secondary index. colMap maps
// ColumnIDs to indices in `values`.
func EncodeSecondaryIndex(
	tableID ID,
	secondaryIndex *IndexDescriptor,
	colMap map[ColumnID]int,
	values []parser.Datum,
) (IndexEntry, error) {
	secondaryIndexKeyPrefix := MakeIndexKeyPrefix(tableID, secondaryIndex.ID)
	secondaryIndexKey, containsNull, err := EncodeIndexKey(
		secondaryIndex, colMap, values, secondaryIndexKeyPrefix)
	if err != nil {
		return IndexEntry{}, err
	}

	// Add the implicit columns - they are encoded ascendingly which is done by
	// passing nil for the encoding directions.
	extraKey, _, err := EncodeColumns(secondaryIndex.ImplicitColumnIDs, nil,
		colMap, values, nil)
	if err != nil {
		return IndexEntry{}, err
	}

	entry := IndexEntry{Key: secondaryIndexKey}

	if !secondaryIndex.Unique || containsNull {
		// If the index is not unique or it contains a NULL value, append
		// extraKey to the key in order to make it unique.
		entry.Key = append(entry.Key, extraKey...)
	}

	// Index keys are considered "sentinel" keys in that they do not have a
	// column ID suffix.
	entry.Key = keys.MakeNonColumnKey(entry.Key)

	if secondaryIndex.Unique {
		// Note that a unique secondary index that contains a NULL column value
		// will have extraKey appended to the key and stored in the value. We
		// require extraKey to be appended to the key in order to make the key
		// unique. We could potentially get rid of the duplication here but at
		// the expense of complicating scanNode when dealing with unique
		// secondary indexes.
		entry.Value.SetBytes(extraKey)
	} else {
		// The zero value for an index-key is a 0-length bytes value.
		entry.Value.SetBytes([]byte{})
	}

	return entry, nil
}

func encodeSecondaryIndexes(tableID ID, indexes []IndexDescriptor,
	colMap map[ColumnID]int, values []parser.Datum) ([]indexEntry, *roachpb.Error) {
	var secondaryIndexEntries []indexEntry
	for _, secondaryIndex := range indexes {
		secondaryIndexKeyPrefix := MakeIndexKeyPrefix(tableID, secondaryIndex.ID)
		secondaryIndexKey, containsNull, pErr := encodeIndexKey(
			secondaryIndex.ColumnIDs, colMap, values, secondaryIndexKeyPrefix)
		if pErr != nil {
			return nil, pErr
		}

		extraKey, _, pErr := encodeIndexKey(secondaryIndex.ImplicitColumnIDs, colMap, values, nil)
		if pErr != nil {
			return nil, pErr
		}

		entry := indexEntry{key: secondaryIndexKey}

		if !secondaryIndex.Unique || containsNull {
			// If the index is not unique or it contains a NULL value, append
			// extraKey to the key in order to make it unique.
			entry.key = append(entry.key, extraKey...)
		}

		// Index keys are considered "sentinel" keys in that they do not have a
		// column ID suffix.
		entry.key = keys.MakeNonColumnKey(entry.key)

		if secondaryIndex.Unique {
			// Note that a unique secondary index that contains a NULL column value
			// will have extraKey appended to the key and stored in the value. We
			// require extraKey to be appended to the key in order to make the key
			// unique. We could potentially get rid of the duplication here but at
			// the expense of complicating scanNode when dealing with unique
			// secondary indexes.
			entry.value = extraKey
		}

		secondaryIndexEntries = append(secondaryIndexEntries, entry)
	}
	return secondaryIndexEntries, nil
}

func BenchmarkReplicaSnapshot(b *testing.B) {
	defer tracing.Disable()()
	defer config.TestingDisableTableSplits()()
	store, stopper, _ := createTestStore(b)
	// We want to manually control the size of the raft log.
	store.DisableRaftLogQueue(true)
	defer stopper.Stop()

	const rangeID = 1
	const keySize = 1 << 7   // 128 B
	const valSize = 1 << 10  // 1 KiB
	const snapSize = 1 << 25 // 32 MiB

	rep, err := store.GetReplica(rangeID)
	if err != nil {
		b.Fatal(err)
	}

	src := rand.New(rand.NewSource(0))
	for i := 0; i < snapSize/(keySize+valSize); i++ {
		key := keys.MakeNonColumnKey(randutil.RandBytes(src, keySize))
		val := randutil.RandBytes(src, valSize)
		pArgs := putArgs(key, val)
		if _, pErr := client.SendWrappedWith(rep, nil, roachpb.Header{
			RangeID: rangeID,
		}, &pArgs); pErr != nil {
			b.Fatal(pErr)
		}
	}

	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		if _, err := rep.GetSnapshot(); err != nil {
			b.Fatal(err)
		}
	}
}

// TestStoreRangeSplitStats starts by splitting the system keys from user-space
// keys and verifying that the user space side of the split (which is empty),
// has all zeros for stats. It then writes random data to the user space side,
// splits it halfway and verifies the two splits have stats exactly equaling
// the pre-split.
func TestStoreRangeSplitStats(t *testing.T) {
	defer leaktest.AfterTest(t)
	store, stopper := createTestStore(t)
	defer stopper.Stop()

	// Split the range after the last table data key.
	keyPrefix := keys.MakeTablePrefix(keys.MaxReservedDescID + 1)
	keyPrefix = keys.MakeNonColumnKey(keyPrefix)
	args := adminSplitArgs(roachpb.KeyMin, keyPrefix)
	if _, err := client.SendWrapped(rg1(store), nil, &args); err != nil {
		t.Fatal(err)
	}
	// Verify empty range has empty stats.
	rng := store.LookupReplica(keyPrefix, nil)
	// NOTE that this value is expected to change over time, depending on what
	// we store in the sys-local keyspace. Update it accordingly for this test.
	if err := verifyRangeStats(store.Engine(), rng.Desc().RangeID, engine.MVCCStats{}); err != nil {
		t.Fatal(err)
	}

	// Write random data.
	src := rand.New(rand.NewSource(0))
	for i := 0; i < 100; i++ {
		key := append([]byte(nil), keyPrefix...)
		key = append(key, randutil.RandBytes(src, int(src.Int31n(1<<7)))...)
		key = keys.MakeNonColumnKey(key)
		val := randutil.RandBytes(src, int(src.Int31n(1<<8)))
		pArgs := putArgs(key, val)
		if _, err := client.SendWrappedWith(rg1(store), nil, roachpb.Header{
			RangeID: rng.Desc().RangeID,
		}, &pArgs); err != nil {
			t.Fatal(err)
		}
	}
	// Get the range stats now that we have data.
	var ms engine.MVCCStats
	if err := engine.MVCCGetRangeStats(store.Engine(), rng.Desc().RangeID, &ms); err != nil {
		t.Fatal(err)
	}

	// Split the range at approximate halfway point ("Z" in string "ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz").
	midKey := append([]byte(nil), keyPrefix...)
	midKey = append(midKey, []byte("Z")...)
	midKey = keys.MakeNonColumnKey(midKey)
	args = adminSplitArgs(keyPrefix, midKey)
	if _, err := client.SendWrappedWith(rg1(store), nil, roachpb.Header{
		RangeID: rng.Desc().RangeID,
	}, &args); err != nil {
		t.Fatal(err)
	}

	var msLeft, msRight engine.MVCCStats
	if err := engine.MVCCGetRangeStats(store.Engine(), rng.Desc().RangeID, &msLeft); err != nil {
		t.Fatal(err)
	}
	rngRight := store.LookupReplica(midKey, nil)
	if err := engine.MVCCGetRangeStats(store.Engine(), rngRight.Desc().RangeID, &msRight); err != nil {
		t.Fatal(err)
	}

	// The stats should be exactly equal when added.
	expMS := engine.MVCCStats{
		LiveBytes:   msLeft.LiveBytes + msRight.LiveBytes,
		KeyBytes:    msLeft.KeyBytes + msRight.KeyBytes,
		ValBytes:    msLeft.ValBytes + msRight.ValBytes,
		IntentBytes: msLeft.IntentBytes + msRight.IntentBytes,
		LiveCount:   msLeft.LiveCount + msRight.LiveCount,
		KeyCount:    msLeft.KeyCount + msRight.KeyCount,
		ValCount:    msLeft.ValCount + msRight.ValCount,
		IntentCount: msLeft.IntentCount + msRight.IntentCount,
	}
	ms.SysBytes, ms.SysCount = 0, 0
	if !reflect.DeepEqual(expMS, ms) {
		t.Errorf("expected left and right ranges to equal original: %+v + %+v != %+v", msLeft, msRight, ms)
	}
}

func TestComputeSplits(t *testing.T) {
	defer leaktest.AfterTest(t)

	const (
		start         = keys.MaxReservedDescID + 1
		reservedStart = keys.MaxSystemConfigDescID + 1
	)

	schema := sql.MakeMetadataSchema()
	// Real SQL system tables only.
	baseSql := schema.GetInitialValues()
	// Real SQL system tables plus some user stuff.
	userSql := append(schema.GetInitialValues(),
		descriptor(start), descriptor(start+1), descriptor(start+5))
	// Real SQL system with reserved non-system tables.
	schema.AddTable(reservedStart+1, "CREATE TABLE system.test1 (i INT PRIMARY KEY)",
		privilege.List{privilege.ALL})
	schema.AddTable(reservedStart+2, "CREATE TABLE system.test2 (i INT PRIMARY KEY)",
		privilege.List{privilege.ALL})
	reservedSql := schema.GetInitialValues()
	// Real SQL system with reserved non-system and user database.
	allSql := append(schema.GetInitialValues(),
		descriptor(start), descriptor(start+1), descriptor(start+5))

	allUserSplits := []uint32{start, start + 1, start + 2, start + 3, start + 4, start + 5}
	allReservedSplits := []uint32{reservedStart, reservedStart + 1, reservedStart + 2}
	allSplits := append(allReservedSplits, allUserSplits...)

	testCases := []struct {
		values     []roachpb.KeyValue
		start, end roachpb.RKey
		// Use ints in the testcase definitions, more readable.
		splits []uint32
	}{
		// No data.
		{nil, roachpb.RKeyMin, roachpb.RKeyMax, nil},
		{nil, keys.MakeTablePrefix(start), roachpb.RKeyMax, nil},
		{nil, keys.MakeTablePrefix(start), keys.MakeTablePrefix(start + 10), nil},
		{nil, roachpb.RKeyMin, keys.MakeTablePrefix(start + 10), nil},

		// No user data.
		{baseSql, roachpb.RKeyMin, roachpb.RKeyMax, allReservedSplits[:1]},
		{baseSql, keys.MakeTablePrefix(start), roachpb.RKeyMax, nil},
		{baseSql, keys.MakeTablePrefix(start), keys.MakeTablePrefix(start + 10), nil},
		{baseSql, roachpb.RKeyMin, keys.MakeTablePrefix(start + 10), allReservedSplits[:1]},

		// User descriptors.
		{userSql, keys.MakeTablePrefix(start - 1), roachpb.RKeyMax, allUserSplits},
		{userSql, keys.MakeTablePrefix(start), roachpb.RKeyMax, allUserSplits[1:]},
		{userSql, keys.MakeTablePrefix(start), keys.MakeTablePrefix(start + 10), allUserSplits[1:]},
		{userSql, keys.MakeTablePrefix(start - 1), keys.MakeTablePrefix(start + 10), allUserSplits},
		{userSql, keys.MakeTablePrefix(start + 4), keys.MakeTablePrefix(start + 10), allUserSplits[5:]},
		{userSql, keys.MakeTablePrefix(start + 5), keys.MakeTablePrefix(start + 10), nil},
		{userSql, keys.MakeTablePrefix(start + 6), keys.MakeTablePrefix(start + 10), nil},
		{userSql, keys.MakeKey(keys.MakeTablePrefix(start), roachpb.RKey("foo")),
			keys.MakeTablePrefix(start + 10), allUserSplits[1:]},
		{userSql, keys.MakeKey(keys.MakeTablePrefix(start), roachpb.RKey("foo")),
			keys.MakeTablePrefix(start + 5), allUserSplits[1:5]},
		{userSql, keys.MakeKey(keys.MakeTablePrefix(start), roachpb.RKey("foo")),
			keys.MakeKey(keys.MakeTablePrefix(start+5), roachpb.RKey("bar")), allUserSplits[1:5]},
		{userSql, keys.MakeKey(keys.MakeTablePrefix(start), roachpb.RKey("foo")),
			keys.MakeKey(keys.MakeTablePrefix(start), roachpb.RKey("morefoo")), nil},

		// Reserved descriptors.
		{reservedSql, roachpb.RKeyMin, roachpb.RKeyMax, allReservedSplits},
		{reservedSql, keys.MakeTablePrefix(reservedStart), roachpb.RKeyMax, allReservedSplits[1:]},
		{reservedSql, keys.MakeTablePrefix(start), roachpb.RKeyMax, nil},
		{reservedSql, keys.MakeTablePrefix(reservedStart), keys.MakeTablePrefix(start + 10), allReservedSplits[1:]},
		{reservedSql, roachpb.RKeyMin, keys.MakeTablePrefix(reservedStart + 2), allReservedSplits[:2]},
		{reservedSql, roachpb.RKeyMin, keys.MakeTablePrefix(reservedStart + 10), allReservedSplits},
		{reservedSql, keys.MakeTablePrefix(reservedStart), keys.MakeTablePrefix(reservedStart + 2), allReservedSplits[1:2]},
		{reservedSql, keys.MakeKey(keys.MakeTablePrefix(reservedStart), roachpb.RKey("foo")),
			keys.MakeKey(keys.MakeTablePrefix(start+10), roachpb.RKey("foo")), allReservedSplits[1:]},

		// Reserved/User mix.
		{allSql, roachpb.RKeyMin, roachpb.RKeyMax, allSplits},
		{allSql, keys.MakeTablePrefix(reservedStart + 1), roachpb.RKeyMax, allSplits[2:]},
		{allSql, keys.MakeTablePrefix(start), roachpb.RKeyMax, allSplits[4:]},
		{allSql, keys.MakeTablePrefix(reservedStart), keys.MakeTablePrefix(start + 10), allSplits[1:]},
		{allSql, roachpb.RKeyMin, keys.MakeTablePrefix(start + 2), allSplits[:5]},
		{allSql, keys.MakeKey(keys.MakeTablePrefix(reservedStart), roachpb.RKey("foo")),
			keys.MakeKey(keys.MakeTablePrefix(start+5), roachpb.RKey("foo")), allSplits[1:8]},
	}

	cfg := config.SystemConfig{}
	for tcNum, tc := range testCases {
		cfg.Values = tc.values
		splits := cfg.ComputeSplitKeys(tc.start, tc.end)
		if len(splits) == 0 && len(tc.splits) == 0 {
			continue
		}

		// Convert ints to actual keys.
		expected := []roachpb.RKey{}
		for _, s := range tc.splits {
			expected = append(expected, keys.MakeNonColumnKey(keys.MakeTablePrefix(s)))
		}
		if !reflect.DeepEqual(splits, expected) {
			t.Errorf("#%d: bad splits:\ngot: %v\nexpected: %v", tcNum, splits, expected)
		}
//.........这里部分代码省略.........

// ComputeSplitKeys takes a start and end key and returns an array of keys
// at which to split the span [start, end).
// The only required splits are at each user table prefix.
func (s SystemConfig) ComputeSplitKeys(startKey, endKey roachpb.RKey) []roachpb.RKey {
	if TestingTableSplitsDisabled() {
		return nil
	}

	tableStart := roachpb.RKey(keys.ReservedTableDataMin)
	if !tableStart.Less(endKey) {
		// This range is before the user tables span: no required splits.
		return nil
	}

	startID, ok := ObjectIDForKey(startKey)
	if !ok || startID <= keys.MaxSystemDescID {
		// The start key is either:
		// - not part of the structured data span
		// - part of the system span
		// In either case, start looking for splits at the first ID usable
		// by the user data span.
		startID = keys.MaxSystemDescID + 1
	} else {
		// The start key is either already a split key, or after the split
		// key for its ID. We can skip straight to the next one.
		startID++
	}

	// Build key prefixes for sequential table IDs until we reach endKey. Note
	// that there are two disjoint sets of sequential keys: non-system reserved
	// tables have sequential IDs, as do user tables, but the two ranges contain a
	// gap.
	var splitKeys []roachpb.RKey
	var key roachpb.RKey

	// appendSplitKeys generates all possible split keys between the given range
	// of IDs and adds them to splitKeys.
	appendSplitKeys := func(startID, endID uint32) {
		// endID could be smaller than startID if we don't have user tables.
		for id := startID; id <= endID; id++ {
			key = keys.MakeNonColumnKey(keys.MakeTablePrefix(id))
			// Skip if this ID matches the startKey passed to ComputeSplitKeys.
			if !startKey.Less(key) {
				continue
			}
			// Handle the case where EndKey is already a table prefix.
			if !key.Less(endKey) {
				break
			}
			splitKeys = append(splitKeys, key)
		}
	}

	// If the startKey falls within the non-system reserved range, compute those
	// keys first.
	if startID <= keys.MaxReservedDescID {
		endID, err := s.GetLargestObjectID(keys.MaxReservedDescID)
		if err != nil {
			log.Errorf("unable to determine largest reserved object ID from system config: %s", err)
			return nil
		}
		appendSplitKeys(startID, endID)
		startID = keys.MaxReservedDescID + 1
	}

	// Append keys in the user space.
	endID, err := s.GetLargestObjectID(0)
	if err != nil {
		log.Errorf("unable to determine largest object ID from system config: %s", err)
		return nil
	}
	appendSplitKeys(startID, endID)

	return splitKeys
}

// TestStoreRangeSplitStats starts by splitting the system keys from user-space
// keys and verifying that the user space side of the split (which is empty),
// has all zeros for stats. It then writes random data to the user space side,
// splits it halfway and verifies the two splits have stats exactly equaling
// the pre-split.
func TestStoreRangeSplitStats(t *testing.T) {
	defer leaktest.AfterTest(t)()
	defer config.TestingDisableTableSplits()()
	store, stopper, manual := createTestStore(t)
	defer stopper.Stop()

	// Split the range after the last table data key.
	keyPrefix := keys.MakeTablePrefix(keys.MaxReservedDescID + 1)
	keyPrefix = keys.MakeNonColumnKey(keyPrefix)
	args := adminSplitArgs(roachpb.KeyMin, keyPrefix)
	if _, pErr := client.SendWrapped(rg1(store), nil, &args); pErr != nil {
		t.Fatal(pErr)
	}
	// Verify empty range has empty stats.
	rng := store.LookupReplica(keyPrefix, nil)
	// NOTE that this value is expected to change over time, depending on what
	// we store in the sys-local keyspace. Update it accordingly for this test.
	if err := verifyRangeStats(store.Engine(), rng.RangeID, engine.MVCCStats{LastUpdateNanos: manual.UnixNano()}); err != nil {
		t.Fatal(err)
	}

	// Write random data.
	writeRandomDataToRange(t, store, rng.RangeID, keyPrefix)

	// Get the range stats now that we have data.
	snap := store.Engine().NewSnapshot()
	defer snap.Close()
	var ms engine.MVCCStats
	if err := engine.MVCCGetRangeStats(context.Background(), snap, rng.RangeID, &ms); err != nil {
		t.Fatal(err)
	}
	if err := verifyRecomputedStats(snap, rng.Desc(), ms, manual.UnixNano()); err != nil {
		t.Fatalf("failed to verify range's stats before split: %v", err)
	}

	manual.Increment(100)

	// Split the range at approximate halfway point ("Z" in string "ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz").
	midKey := append([]byte(nil), keyPrefix...)
	midKey = append(midKey, []byte("Z")...)
	midKey = keys.MakeNonColumnKey(midKey)
	args = adminSplitArgs(keyPrefix, midKey)
	if _, pErr := client.SendWrappedWith(rg1(store), nil, roachpb.Header{
		RangeID: rng.RangeID,
	}, &args); pErr != nil {
		t.Fatal(pErr)
	}

	snap = store.Engine().NewSnapshot()
	defer snap.Close()
	var msLeft, msRight engine.MVCCStats
	if err := engine.MVCCGetRangeStats(context.Background(), snap, rng.RangeID, &msLeft); err != nil {
		t.Fatal(err)
	}
	rngRight := store.LookupReplica(midKey, nil)
	if err := engine.MVCCGetRangeStats(context.Background(), snap, rngRight.RangeID, &msRight); err != nil {
		t.Fatal(err)
	}

	// The stats should be exactly equal when added.
	expMS := engine.MVCCStats{
		LiveBytes:   msLeft.LiveBytes + msRight.LiveBytes,
		KeyBytes:    msLeft.KeyBytes + msRight.KeyBytes,
		ValBytes:    msLeft.ValBytes + msRight.ValBytes,
		IntentBytes: msLeft.IntentBytes + msRight.IntentBytes,
		LiveCount:   msLeft.LiveCount + msRight.LiveCount,
		KeyCount:    msLeft.KeyCount + msRight.KeyCount,
		ValCount:    msLeft.ValCount + msRight.ValCount,
		IntentCount: msLeft.IntentCount + msRight.IntentCount,
	}
	ms.SysBytes, ms.SysCount = 0, 0
	ms.LastUpdateNanos = 0
	if expMS != ms {
		t.Errorf("expected left and right ranges to equal original: %+v + %+v != %+v", msLeft, msRight, ms)
	}

	// Stats should both have the new timestamp.
	now := manual.UnixNano()
	if lTs := msLeft.LastUpdateNanos; lTs != now {
		t.Errorf("expected left range stats to have new timestamp, want %d, got %d", now, lTs)
	}
	if rTs := msRight.LastUpdateNanos; rTs != now {
		t.Errorf("expected right range stats to have new timestamp, want %d, got %d", now, rTs)
	}

	// Stats should agree with recomputation.
	if err := verifyRecomputedStats(snap, rng.Desc(), msLeft, now); err != nil {
		t.Fatalf("failed to verify left range's stats after split: %v", err)
	}
	if err := verifyRecomputedStats(snap, rngRight.Desc(), msRight, now); err != nil {
		t.Fatalf("failed to verify right range's stats after split: %v", err)
	}
}

// insertRow adds to the batch the kv operations necessary to insert a table row
// with the given values.
func (ri *rowInserter) insertRow(b *client.Batch, values []parser.Datum) error {
	if len(values) != len(ri.insertCols) {
		return util.Errorf("got %d values but expected %d", len(values), len(ri.insertCols))
	}

	// Encode the values to the expected column type. This needs to
	// happen before index encoding because certain datum types (i.e. tuple)
	// cannot be used as index values.
	for i, val := range values {
		// Make sure the value can be written to the column before proceeding.
		var err error
		if ri.marshalled[i], err = sqlbase.MarshalColumnValue(ri.insertCols[i], val); err != nil {
			return err
		}
	}

	primaryIndexKey, secondaryIndexEntries, err := ri.helper.encodeIndexes(ri.insertColIDtoRowIndex, values)
	if err != nil {
		return err
	}

	// Write the row sentinel. We want to write the sentinel first in case
	// we are trying to insert a duplicate primary key: if we write the
	// secondary indexes first, we may get an error that looks like a
	// uniqueness violation on a non-unique index.
	ri.key = keys.MakeNonColumnKey(primaryIndexKey)
	if log.V(2) {
		log.Infof("CPut %s -> NULL", ri.key)
	}
	// Each sentinel value needs a distinct RawBytes field as the computed
	// checksum includes the key the value is associated with.
	ri.sentinelValue.SetBytes([]byte{})
	b.CPut(&ri.key, &ri.sentinelValue, nil)
	ri.key = nil

	for _, secondaryIndexEntry := range secondaryIndexEntries {
		if log.V(2) {
			log.Infof("CPut %s -> %v", secondaryIndexEntry.Key, secondaryIndexEntry.Value)
		}
		ri.key = secondaryIndexEntry.Key
		b.CPut(&ri.key, secondaryIndexEntry.Value, nil)
	}
	ri.key = nil

	// Write the row columns.
	for i, val := range values {
		col := ri.insertCols[i]

		if ri.helper.columnInPK(col.ID) {
			// Skip primary key columns as their values are encoded in the row
			// sentinel key which is guaranteed to exist for as long as the row
			// exists.
			continue
		}

		if ri.marshalled[i].RawBytes != nil {
			// We only output non-NULL values. Non-existent column keys are
			// considered NULL during scanning and the row sentinel ensures we know
			// the row exists.

			ri.key = keys.MakeColumnKey(primaryIndexKey, uint32(col.ID))
			if log.V(2) {
				log.Infof("CPut %s -> %v", ri.key, val)
			}

			b.CPut(&ri.key, &ri.marshalled[i], nil)
			ri.key = nil
		}
	}

	return nil
}

//.........这里部分代码省略.........
		}

		if p.prepareOnly {
			continue
		}

		primaryIndexKey, _, eErr := encodeIndexKey(
			&primaryIndex, colIDtoRowIndex, rowVals, primaryIndexKeyPrefix)
		if eErr != nil {
			return nil, roachpb.NewError(eErr)
		}

		// Write the secondary indexes.
		indexes := tableDesc.Indexes
		// Also include the secondary indexes in mutation state WRITE_ONLY.
		for _, m := range tableDesc.Mutations {
			if m.State == DescriptorMutation_WRITE_ONLY {
				if index := m.GetIndex(); index != nil {
					indexes = append(indexes, *index)
				}
			}
		}
		secondaryIndexEntries, eErr := encodeSecondaryIndexes(
			tableDesc.ID, indexes, colIDtoRowIndex, rowVals)
		if eErr != nil {
			return nil, roachpb.NewError(eErr)
		}

		for _, secondaryIndexEntry := range secondaryIndexEntries {
			if log.V(2) {
				log.Infof("CPut %s -> %v", secondaryIndexEntry.key,
					secondaryIndexEntry.value)
			}
			b.CPut(secondaryIndexEntry.key, secondaryIndexEntry.value, nil)
		}

		// Write the row sentinel.
		sentinelKey := keys.MakeNonColumnKey(primaryIndexKey)
		if log.V(2) {
			log.Infof("CPut %s -> NULL", roachpb.Key(sentinelKey))
		}
		// This is subtle: An interface{}(nil) deletes the value, so we pass in
		// []byte{} as a non-nil value.
		b.CPut(sentinelKey, []byte{}, nil)

		// Write the row columns.
		for i, val := range rowVals {
			col := cols[i]
			if _, ok := primaryKeyCols[col.ID]; ok {
				// Skip primary key columns as their values are encoded in the row
				// sentinel key which is guaranteed to exist for as long as the row
				// exists.
				continue
			}

			if marshalled[i] != nil {
				// We only output non-NULL values. Non-existent column keys are
				// considered NULL during scanning and the row sentinel ensures we know
				// the row exists.

				key := keys.MakeColumnKey(primaryIndexKey, uint32(col.ID))
				if log.V(2) {
					log.Infof("CPut %s -> %v", roachpb.Key(key), val)
				}

				b.CPut(key, marshalled[i], nil)
			}
		}

		if err := rh.append(rowVals); err != nil {
			return nil, roachpb.NewError(err)
		}
	}
	if pErr := rows.PErr(); pErr != nil {
		return nil, pErr
	}

	if p.prepareOnly {
		// Return the result column types.
		return rh.getResults(), nil
	}

	if isSystemConfigID(tableDesc.GetID()) {
		// Mark transaction as operating on the system DB.
		p.txn.SetSystemConfigTrigger()
	}

	if autoCommit {
		// An auto-txn can commit the transaction with the batch. This is an
		// optimization to avoid an extra round-trip to the transaction
		// coordinator.
		pErr = p.txn.CommitInBatch(b)
	} else {
		pErr = p.txn.Run(b)
	}
	if pErr != nil {
		return nil, convertBatchError(&tableDesc, *b, pErr)
	}
	return rh.getResults(), nil
}

//.........这里部分代码省略.........
			// Note that even if primaryIndexColChange is true, it's possible that
			// primary key fields in this particular row didn't change.
			rowPrimaryKeyChanged = !bytes.Equal(primaryIndexKey, newPrimaryIndexKey)
		}

		// Compute the new secondary index key:value pairs for this row.
		newSecondaryIndexEntries, eErr := encodeSecondaryIndexes(
			tableDesc.ID, indexes, colIDtoRowIndex, rowVals)
		if eErr != nil {
			return nil, roachpb.NewError(eErr)
		}

		if rowPrimaryKeyChanged {
			// Delete all the data stored under the old primary key.
			rowStartKey := roachpb.Key(primaryIndexKey)
			rowEndKey := rowStartKey.PrefixEnd()
			if log.V(2) {
				log.Infof("DelRange %s - %s", rowStartKey, rowEndKey)
			}
			b.DelRange(rowStartKey, rowEndKey, false)

			// Delete all the old secondary indexes.
			for _, secondaryIndexEntry := range secondaryIndexEntries {
				if log.V(2) {
					log.Infof("Del %s", secondaryIndexEntry.key)
				}
				b.Del(secondaryIndexEntry.key)
			}

			// Write the new row sentinel. We want to write the sentinel first in case
			// we are trying to insert a duplicate primary key: if we write the
			// secondary indexes first, we may get an error that looks like a
			// uniqueness violation on a non-unique index.
			sentinelKey := keys.MakeNonColumnKey(newPrimaryIndexKey)
			if log.V(2) {
				log.Infof("CPut %s -> NULL", roachpb.Key(sentinelKey))
			}
			// This is subtle: An interface{}(nil) deletes the value, so we pass in
			// []byte{} as a non-nil value.
			b.CPut(sentinelKey, []byte{}, nil)

			// Write any fields from the old row that were not modified by the UPDATE.
			for i, col := range tableDesc.Columns {
				if _, ok := colIDSet[col.ID]; ok {
					continue
				}
				if _, ok := primaryKeyCols[col.ID]; ok {
					continue
				}
				key := keys.MakeColumnKey(newPrimaryIndexKey, uint32(col.ID))
				val := rowVals[i]
				marshalledVal, mErr := marshalColumnValue(col, val, p.evalCtx.Args)
				if mErr != nil {
					return nil, roachpb.NewError(mErr)
				}

				if log.V(2) {
					log.Infof("Put %s -> %v", roachpb.Key(key), val)
				}
				b.Put(key, marshalledVal)
			}
			// At this point, we've deleted the old row and associated index data and
			// written the sentinel keys and column keys for non-updated columns. Fall
			// through to below where the index keys and updated column keys will be
			// written.
		}