featurebase/encoding/proto/proto.go

// Copyright 2017 Pilosa Corp.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
//     http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.

package proto

import (
	"fmt"
	"sort"

	"github.com/gogo/protobuf/proto"
	"github.com/pilosa/pilosa/v2"
	"github.com/pilosa/pilosa/v2/internal"
	"github.com/pilosa/pilosa/v2/pql"
	"github.com/pilosa/pilosa/v2/roaring"
	"github.com/pkg/errors"
)

// Serializer implements pilosa.Serializer for protobufs.
type Serializer struct{}

// Marshal turns pilosa messages into protobuf serialized bytes.
func (Serializer) Marshal(m pilosa.Message) ([]byte, error) {
	pm := encodeToProto(m)
	if pm == nil {
		return nil, errors.New("passed invalid pilosa.Message")
	}
	buf, err := proto.Marshal(pm)
	return buf, errors.Wrap(err, "marshalling")
}

// Unmarshal takes byte slices and protobuf deserializes them into a pilosa Message.
func (Serializer) Unmarshal(buf []byte, m pilosa.Message) error {
	switch mt := m.(type) {
	case *pilosa.CreateShardMessage:
		msg := &internal.CreateShardMessage{}
		err := proto.Unmarshal(buf, msg)
		if err != nil {
			return errors.Wrap(err, "unmarshaling CreateShardMessage")
		}
		decodeCreateShardMessage(msg, mt)
		return nil
	case *pilosa.CreateIndexMessage:
		msg := &internal.CreateIndexMessage{}
		err := proto.Unmarshal(buf, msg)
		if err != nil {
			return errors.Wrap(err, "unmarshaling CreateIndexMessage")
		}
		decodeCreateIndexMessage(msg, mt)
		return nil
	case *pilosa.DeleteIndexMessage:
		msg := &internal.DeleteIndexMessage{}
		err := proto.Unmarshal(buf, msg)
		if err != nil {
			return errors.Wrap(err, "unmarshaling DeleteIndexMessage")
		}
		decodeDeleteIndexMessage(msg, mt)
		return nil
	case *pilosa.CreateFieldMessage:
		msg := &internal.CreateFieldMessage{}
		err := proto.Unmarshal(buf, msg)
		if err != nil {
			return errors.Wrap(err, "unmarshaling CreateFieldMessage")
		}
		decodeCreateFieldMessage(msg, mt)
		return nil
	case *pilosa.DeleteFieldMessage:
		msg := &internal.DeleteFieldMessage{}
		err := proto.Unmarshal(buf, msg)
		if err != nil {
			return errors.Wrap(err, "unmarshaling DeleteFieldMessage")
		}
		decodeDeleteFieldMessage(msg, mt)
		return nil
	case *pilosa.DeleteAvailableShardMessage:
		msg := &internal.DeleteAvailableShardMessage{}
		err := proto.Unmarshal(buf, msg)
		if err != nil {
			return errors.Wrap(err, "unmarshaling DeleteAvailableShardMessage")
		}
		decodeDeleteAvailableShardMessage(msg, mt)
		return nil
	case *pilosa.CreateViewMessage:
		msg := &internal.CreateViewMessage{}
		err := proto.Unmarshal(buf, msg)
		if err != nil {
			return errors.Wrap(err, "unmarshaling CreateViewMessage")
		}
		decodeCreateViewMessage(msg, mt)
		return nil
	case *pilosa.DeleteViewMessage:
		msg := &internal.DeleteViewMessage{}
		err := proto.Unmarshal(buf, msg)
		if err != nil {
			return errors.Wrap(err, "unmarshaling DeleteViewMessage")
		}
		decodeDeleteViewMessage(msg, mt)
		return nil
	case *pilosa.ClusterStatus:
		msg := &internal.ClusterStatus{}
		err := proto.Unmarshal(buf, msg)
		if err != nil {
			return errors.Wrap(err, "unmarshaling ClusterStatus")
		}
		decodeClusterStatus(msg, mt)
		return nil
	case *pilosa.ResizeInstruction:
		msg := &internal.ResizeInstruction{}
		err := proto.Unmarshal(buf, msg)
		if err != nil {
			return errors.Wrap(err, "unmarshaling ResizeInstruction")
		}
		decodeResizeInstruction(msg, mt)
		return nil
	case *pilosa.ResizeInstructionComplete:
		msg := &internal.ResizeInstructionComplete{}
		err := proto.Unmarshal(buf, msg)
		if err != nil {
			return errors.Wrap(err, "unmarshaling ResizeInstructionComplete")
		}
		decodeResizeInstructionComplete(msg, mt)
		return nil
	case *pilosa.SetCoordinatorMessage:
		msg := &internal.SetCoordinatorMessage{}
		err := proto.Unmarshal(buf, msg)
		if err != nil {
			return errors.Wrap(err, "unmarshaling SetCoordinatorMessage")
		}
		decodeSetCoordinatorMessage(msg, mt)
		return nil
	case *pilosa.UpdateCoordinatorMessage:
		msg := &internal.UpdateCoordinatorMessage{}
		err := proto.Unmarshal(buf, msg)
		if err != nil {
			return errors.Wrap(err, "unmarshaling UpdateCoordinatorMessage")
		}
		decodeUpdateCoordinatorMessage(msg, mt)
		return nil
	case *pilosa.NodeStateMessage:
		msg := &internal.NodeStateMessage{}
		err := proto.Unmarshal(buf, msg)
		if err != nil {
			return errors.Wrap(err, "unmarshaling NodeStateMessage")
		}
		decodeNodeStateMessage(msg, mt)
		return nil
	case *pilosa.RecalculateCaches:
		msg := &internal.RecalculateCaches{}
		err := proto.Unmarshal(buf, msg)
		if err != nil {
			return errors.Wrap(err, "unmarshaling RecalculateCaches")
		}
		decodeRecalculateCaches(msg, mt)
		return nil
	case *pilosa.NodeEvent:
		msg := &internal.NodeEventMessage{}
		err := proto.Unmarshal(buf, msg)
		if err != nil {
			return errors.Wrap(err, "unmarshaling NodeEvent")
		}
		decodeNodeEventMessage(msg, mt)
		return nil
	case *pilosa.NodeStatus:
		msg := &internal.NodeStatus{}
		err := proto.Unmarshal(buf, msg)
		if err != nil {
			return errors.Wrap(err, "unmarshaling NodeStatus")
		}
		decodeNodeStatus(msg, mt)
		return nil
	case *pilosa.Node:
		msg := &internal.Node{}
		err := proto.Unmarshal(buf, msg)
		if err != nil {
			return errors.Wrap(err, "unmarshaling Node")
		}
		decodeNode(msg, mt)
		return nil
	case *pilosa.QueryRequest:
		msg := &internal.QueryRequest{}
		err := proto.Unmarshal(buf, msg)
		if err != nil {
			return errors.Wrap(err, "unmarshaling QueryRequest")
		}
		decodeQueryRequest(msg, mt)
		return nil
	case *pilosa.QueryResponse:
		msg := &internal.QueryResponse{}
		err := proto.Unmarshal(buf, msg)
		if err != nil {
			return errors.Wrap(err, "unmarshaling QueryResponse")
		}
		decodeQueryResponse(msg, mt)
		return nil
	case *pilosa.ImportRequest:
		msg := &internal.ImportRequest{}
		err := proto.Unmarshal(buf, msg)
		if err != nil {
			return errors.Wrap(err, "unmarshaling ImportRequest")
		}
		decodeImportRequest(msg, mt)
		return nil
	case *pilosa.ImportValueRequest:
		msg := &internal.ImportValueRequest{}
		err := proto.Unmarshal(buf, msg)
		if err != nil {
			return errors.Wrap(err, "unmarshaling ImportValueRequest")
		}
		decodeImportValueRequest(msg, mt)
		return nil
	case *pilosa.ImportRoaringRequest:
		msg := &internal.ImportRoaringRequest{}
		err := proto.Unmarshal(buf, msg)
		if err != nil {
			return errors.Wrap(err, "unmarshaling ImportRoaringRequest")
		}
		decodeImportRoaringRequest(msg, mt)
		return nil
	case *pilosa.ImportColumnAttrsRequest:
		msg := &internal.ImportColumnAttrsRequest{}
		err := proto.Unmarshal(buf, msg)
		if err != nil {
			return errors.Wrap(err, "unmarshaling ImportColumnAttrsRequest")
		}
		decodeImportColumnAttrsRequest(msg, mt)
		return nil
	case *pilosa.ImportResponse:
		msg := &internal.ImportResponse{}
		err := proto.Unmarshal(buf, msg)
		if err != nil {
			return errors.Wrap(err, "unmarshaling ImportResponse")
		}
		decodeImportResponse(msg, mt)
		return nil
	case *pilosa.BlockDataRequest:
		msg := &internal.BlockDataRequest{}
		err := proto.Unmarshal(buf, msg)
		if err != nil {
			return errors.Wrap(err, "unmarshaling BlockDataRequest")
		}
		decodeBlockDataRequest(msg, mt)
		return nil
	case *pilosa.BlockDataResponse:
		msg := &internal.BlockDataResponse{}
		err := proto.Unmarshal(buf, msg)
		if err != nil {
			return errors.Wrap(err, "unmarshaling BlockDataResponse")
		}
		decodeBlockDataResponse(msg, mt)
		return nil
	case *pilosa.TranslateKeysRequest:
		msg := &internal.TranslateKeysRequest{}
		err := proto.Unmarshal(buf, msg)
		if err != nil {
			return errors.Wrap(err, "unmarshaling TranslateKeysRequest")
		}
		decodeTranslateKeysRequest(msg, mt)
		return nil
	case *pilosa.TranslateKeysResponse:
		msg := &internal.TranslateKeysResponse{}
		err := proto.Unmarshal(buf, msg)
		if err != nil {
			return errors.Wrap(err, "unmarshaling TranslateKeysResponse")
		}
		decodeTranslateKeysResponse(msg, mt)
		return nil
	case *pilosa.TranslateIDsRequest:
		msg := &internal.TranslateIDsRequest{}
		err := proto.Unmarshal(buf, msg)
		if err != nil {
			return errors.Wrap(err, "unmarshaling TranslateIDsRequest")
		}
		decodeTranslateIDsRequest(msg, mt)
		return nil
	case *pilosa.TranslateIDsResponse:
		msg := &internal.TranslateIDsResponse{}
		err := proto.Unmarshal(buf, msg)
		if err != nil {
			return errors.Wrap(err, "unmarshaling TranslateIDsResponse")
		}
		decodeTranslateIDsResponse(msg, mt)
		return nil
	default:
		panic(fmt.Sprintf("unhandled pilosa.Message of type %T: %#v", mt, m))
	}
}

func encodeToProto(m pilosa.Message) proto.Message {
	switch mt := m.(type) {
	case *pilosa.CreateShardMessage:
		return encodeCreateShardMessage(mt)
	case *pilosa.CreateIndexMessage:
		return encodeCreateIndexMessage(mt)
	case *pilosa.DeleteIndexMessage:
		return encodeDeleteIndexMessage(mt)
	case *pilosa.CreateFieldMessage:
		return encodeCreateFieldMessage(mt)
	case *pilosa.DeleteFieldMessage:
		return encodeDeleteFieldMessage(mt)
	case *pilosa.DeleteAvailableShardMessage:
		return encodeDeleteAvailableShardMessage(mt)
	case *pilosa.CreateViewMessage:
		return encodeCreateViewMessage(mt)
	case *pilosa.DeleteViewMessage:
		return encodeDeleteViewMessage(mt)
	case *pilosa.ClusterStatus:
		return encodeClusterStatus(mt)
	case *pilosa.ResizeInstruction:
		return encodeResizeInstruction(mt)
	case *pilosa.ResizeInstructionComplete:
		return encodeResizeInstructionComplete(mt)
	case *pilosa.SetCoordinatorMessage:
		return encodeSetCoordinatorMessage(mt)
	case *pilosa.UpdateCoordinatorMessage:
		return encodeUpdateCoordinatorMessage(mt)
	case *pilosa.NodeStateMessage:
		return encodeNodeStateMessage(mt)
	case *pilosa.RecalculateCaches:
		return encodeRecalculateCaches(mt)
	case *pilosa.NodeEvent:
		return encodeNodeEventMessage(mt)
	case *pilosa.NodeStatus:
		return encodeNodeStatus(mt)
	case *pilosa.Node:
		return encodeNode(mt)
	case *pilosa.QueryRequest:
		return encodeQueryRequest(mt)
	case *pilosa.QueryResponse:
		return encodeQueryResponse(mt)
	case *pilosa.ImportRequest:
		return encodeImportRequest(mt)
	case *pilosa.ImportValueRequest:
		return encodeImportValueRequest(mt)
	case *pilosa.ImportRoaringRequest:
		return encodeImportRoaringRequest(mt)
	case *pilosa.ImportColumnAttrsRequest:
		return encodeImportColumnAttrsRequest(mt)
	case *pilosa.ImportResponse:
		return encodeImportResponse(mt)
	case *pilosa.BlockDataRequest:
		return encodeBlockDataRequest(mt)
	case *pilosa.BlockDataResponse:
		return encodeBlockDataResponse(mt)
	case *pilosa.TranslateKeysRequest:
		return encodeTranslateKeysRequest(mt)
	case *pilosa.TranslateKeysResponse:
		return encodeTranslateKeysResponse(mt)
	case *pilosa.TranslateIDsRequest:
		return encodeTranslateIDsRequest(mt)
	case *pilosa.TranslateIDsResponse:
		return encodeTranslateIDsResponse(mt)
	}
	return nil
}

func encodeBlockDataRequest(m *pilosa.BlockDataRequest) *internal.BlockDataRequest {
	return &internal.BlockDataRequest{
		Index: m.Index,
		Field: m.Field,
		View:  m.View,
		Shard: m.Shard,
		Block: m.Block,
	}
}
func encodeBlockDataResponse(m *pilosa.BlockDataResponse) *internal.BlockDataResponse {
	return &internal.BlockDataResponse{
		RowIDs:    m.RowIDs,
		ColumnIDs: m.ColumnIDs,
	}
}

func encodeImportResponse(m *pilosa.ImportResponse) *internal.ImportResponse {
	return &internal.ImportResponse{
		Err: m.Err,
	}
}

func encodeImportRequest(m *pilosa.ImportRequest) *internal.ImportRequest {
	return &internal.ImportRequest{
		Index:      m.Index,
		Field:      m.Field,
		Shard:      m.Shard,
		RowIDs:     m.RowIDs,
		ColumnIDs:  m.ColumnIDs,
		RowKeys:    m.RowKeys,
		ColumnKeys: m.ColumnKeys,
		Timestamps: m.Timestamps,
	}
}

func encodeImportValueRequest(m *pilosa.ImportValueRequest) *internal.ImportValueRequest {
	return &internal.ImportValueRequest{
		Index:        m.Index,
		Field:        m.Field,
		Shard:        m.Shard,
		ColumnIDs:    m.ColumnIDs,
		ColumnKeys:   m.ColumnKeys,
		Values:       m.Values,
		FloatValues:  m.FloatValues,
		StringValues: m.StringValues,
	}
}

func encodeImportRoaringRequest(m *pilosa.ImportRoaringRequest) *internal.ImportRoaringRequest {
	views := make([]*internal.ImportRoaringRequestView, len(m.Views))
	i := 0
	for viewName, viewData := range m.Views {
		views[i] = &internal.ImportRoaringRequestView{
			Name: viewName,
			Data: viewData,
		}
		i++
	}
	return &internal.ImportRoaringRequest{
		Clear:  m.Clear,
		Action: m.Action,
		Block:  uint64(m.Block),
		Views:  views,
	}
}

func encodeImportColumnAttrsRequest(m *pilosa.ImportColumnAttrsRequest) *internal.ImportColumnAttrsRequest {
	return &internal.ImportColumnAttrsRequest{
		Index:     m.Index,
		Shard:     m.Shard,
		AttrKey:   m.AttrKey,
		AttrVals:  m.AttrVals,
		ColumnIDs: m.ColumnIDs,
	}
}

func encodeQueryRequest(m *pilosa.QueryRequest) *internal.QueryRequest {
	r := &internal.QueryRequest{
		Query:           m.Query,
		Shards:          m.Shards,
		ColumnAttrs:     m.ColumnAttrs,
		Remote:          m.Remote,
		ExcludeRowAttrs: m.ExcludeRowAttrs,
		ExcludeColumns:  m.ExcludeColumns,
		EmbeddedData:    make([]*internal.Row, len(m.EmbeddedData)),
	}
	for i := range m.EmbeddedData {
		r.EmbeddedData[i] = encodeRow(m.EmbeddedData[i])
	}
	return r
}

func encodeQueryResponse(m *pilosa.QueryResponse) *internal.QueryResponse {
	pb := &internal.QueryResponse{
		Results:        make([]*internal.QueryResult, len(m.Results)),
		ColumnAttrSets: encodeColumnAttrSets(m.ColumnAttrSets),
	}

	for i := range m.Results {
		pb.Results[i] = &internal.QueryResult{}

		switch result := m.Results[i].(type) {
		case pilosa.SignedRow:
			pb.Results[i].Type = queryResultTypeSignedRow
			pb.Results[i].SignedRow = encodeSignedRow(result)
		case *pilosa.Row:
			pb.Results[i].Type = queryResultTypeRow
			pb.Results[i].Row = encodeRow(result)
		case []pilosa.Pair:
			pb.Results[i].Type = queryResultTypePairs
			pb.Results[i].Pairs = encodePairs(result)
		case *pilosa.PairsField:
			pb.Results[i].Type = queryResultTypePairsField
			pb.Results[i].PairsField = encodePairsField(result)
		case pilosa.ValCount:
			pb.Results[i].Type = queryResultTypeValCount
			pb.Results[i].ValCount = encodeValCount(result)
		case uint64:
			pb.Results[i].Type = queryResultTypeUint64
			pb.Results[i].N = result
		case bool:
			pb.Results[i].Type = queryResultTypeBool
			pb.Results[i].Changed = result
		case pilosa.RowIDs:
			pb.Results[i].Type = queryResultTypeRowIDs
			pb.Results[i].RowIDs = result
		case []pilosa.GroupCount:
			pb.Results[i].Type = queryResultTypeGroupCounts
			pb.Results[i].GroupCounts = encodeGroupCounts(result)
		case pilosa.RowIdentifiers:
			pb.Results[i].Type = queryResultTypeRowIdentifiers
			pb.Results[i].RowIdentifiers = encodeRowIdentifiers(result)
		case pilosa.Pair:
			pb.Results[i].Type = queryResultTypePair
			pb.Results[i].Pairs = []*internal.Pair{encodePair(result)}
		case pilosa.PairField:
			pb.Results[i].Type = queryResultTypePairField
			pb.Results[i].Pairs = []*internal.Pair{encodePairField(result)}
		case nil:
			pb.Results[i].Type = queryResultTypeNil
		default:
			panic(fmt.Errorf("unknown type: %T", m.Results[i]))
		}
	}

	if m.Err != nil {
		pb.Err = m.Err.Error()
	}

	return pb
}

func encodeResizeInstruction(m *pilosa.ResizeInstruction) *internal.ResizeInstruction {
	return &internal.ResizeInstruction{
		JobID:              m.JobID,
		Node:               encodeNode(m.Node),
		Coordinator:        encodeNode(m.Coordinator),
		Sources:            encodeResizeSources(m.Sources),
		TranslationSources: encodeTranslationResizeSources(m.TranslationSources),
		NodeStatus:         encodeNodeStatus(m.NodeStatus),
		ClusterStatus:      encodeClusterStatus(m.ClusterStatus),
	}
}

func encodeResizeSources(srcs []*pilosa.ResizeSource) []*internal.ResizeSource {
	new := make([]*internal.ResizeSource, 0, len(srcs))
	for _, src := range srcs {
		new = append(new, encodeResizeSource(src))
	}
	return new
}

func encodeResizeSource(m *pilosa.ResizeSource) *internal.ResizeSource {
	return &internal.ResizeSource{
		Node:  encodeNode(m.Node),
		Index: m.Index,
		Field: m.Field,
		View:  m.View,
		Shard: m.Shard,
	}
}

func encodeTranslationResizeSources(srcs []*pilosa.TranslationResizeSource) []*internal.TranslationResizeSource {
	new := make([]*internal.TranslationResizeSource, 0, len(srcs))
	for _, src := range srcs {
		new = append(new, encodeTranslationResizeSource(src))
	}
	return new
}

func encodeTranslationResizeSource(m *pilosa.TranslationResizeSource) *internal.TranslationResizeSource {
	return &internal.TranslationResizeSource{
		Node:        encodeNode(m.Node),
		Index:       m.Index,
		PartitionID: int32(m.PartitionID),
	}
}

func encodeSchema(m *pilosa.Schema) *internal.Schema {
	return &internal.Schema{
		Indexes: encodeIndexInfos(m.Indexes),
	}
}

func encodeIndexInfos(idxs []*pilosa.IndexInfo) []*internal.Index {
	new := make([]*internal.Index, 0, len(idxs))
	for _, idx := range idxs {
		new = append(new, encodeIndexInfo(idx))
	}
	return new
}

func encodeIndexInfo(idx *pilosa.IndexInfo) *internal.Index {
	return &internal.Index{
		Name:    idx.Name,
		Options: encodeIndexMeta(&idx.Options),
		Fields:  encodeFieldInfos(idx.Fields),
	}
}

func encodeFieldInfos(fs []*pilosa.FieldInfo) []*internal.Field {
	new := make([]*internal.Field, 0, len(fs))
	for _, f := range fs {
		new = append(new, encodeFieldInfo(f))
	}
	return new
}

func encodeFieldInfo(f *pilosa.FieldInfo) *internal.Field {
	ifield := &internal.Field{
		Name:  f.Name,
		Meta:  encodeFieldOptions(&f.Options),
		Views: make([]string, 0, len(f.Views)),
	}

	for _, viewinfo := range f.Views {
		ifield.Views = append(ifield.Views, viewinfo.Name)
	}
	return ifield
}

func encodeFieldOptions(o *pilosa.FieldOptions) *internal.FieldOptions {
	if o == nil {
		return nil
	}
	return &internal.FieldOptions{
		Type:         o.Type,
		CacheType:    o.CacheType,
		CacheSize:    o.CacheSize,
		Min:          &internal.Decimal{Value: o.Min.Value, Scale: o.Min.Scale},
		Max:          &internal.Decimal{Value: o.Max.Value, Scale: o.Max.Scale},
		Base:         o.Base,
		Scale:        o.Scale,
		BitDepth:     uint64(o.BitDepth),
		TimeQuantum:  string(o.TimeQuantum),
		Keys:         o.Keys,
		ForeignIndex: o.ForeignIndex,
	}
}

// encodeNodes converts a slice of Nodes into its internal representation.
func encodeNodes(a []*pilosa.Node) []*internal.Node {
	other := make([]*internal.Node, len(a))
	for i := range a {
		other[i] = encodeNode(a[i])
	}
	return other
}

// encodeNode converts a Node into its internal representation.
func encodeNode(n *pilosa.Node) *internal.Node {
	return &internal.Node{
		ID:            n.ID,
		URI:           encodeURI(n.URI),
		IsCoordinator: n.IsCoordinator,
		State:         n.State,
	}
}

func encodeURI(u pilosa.URI) *internal.URI {
	return &internal.URI{
		Scheme: u.Scheme,
		Host:   u.Host,
		Port:   uint32(u.Port),
	}
}

func encodeClusterStatus(m *pilosa.ClusterStatus) *internal.ClusterStatus {
	return &internal.ClusterStatus{
		State:     m.State,
		ClusterID: m.ClusterID,
		Nodes:     encodeNodes(m.Nodes),
	}
}

func encodeCreateShardMessage(m *pilosa.CreateShardMessage) *internal.CreateShardMessage {
	return &internal.CreateShardMessage{
		Index: m.Index,
		Field: m.Field,
		Shard: m.Shard,
	}
}

func encodeCreateIndexMessage(m *pilosa.CreateIndexMessage) *internal.CreateIndexMessage {
	return &internal.CreateIndexMessage{
		Index: m.Index,
		Meta:  encodeIndexMeta(m.Meta),
	}
}

func encodeIndexMeta(m *pilosa.IndexOptions) *internal.IndexMeta {
	return &internal.IndexMeta{
		Keys:           m.Keys,
		TrackExistence: m.TrackExistence,
	}
}

func encodeDeleteIndexMessage(m *pilosa.DeleteIndexMessage) *internal.DeleteIndexMessage {
	return &internal.DeleteIndexMessage{
		Index: m.Index,
	}
}

func encodeCreateFieldMessage(m *pilosa.CreateFieldMessage) *internal.CreateFieldMessage {
	return &internal.CreateFieldMessage{
		Index: m.Index,
		Field: m.Field,
		Meta:  encodeFieldOptions(m.Meta),
	}
}

func encodeDeleteFieldMessage(m *pilosa.DeleteFieldMessage) *internal.DeleteFieldMessage {
	return &internal.DeleteFieldMessage{
		Index: m.Index,
		Field: m.Field,
	}
}

func encodeDeleteAvailableShardMessage(m *pilosa.DeleteAvailableShardMessage) *internal.DeleteAvailableShardMessage {
	return &internal.DeleteAvailableShardMessage{
		Index:   m.Index,
		Field:   m.Field,
		ShardID: m.ShardID,
	}
}

func encodeCreateViewMessage(m *pilosa.CreateViewMessage) *internal.CreateViewMessage {
	return &internal.CreateViewMessage{
		Index: m.Index,
		Field: m.Field,
		View:  m.View,
	}
}

func encodeDeleteViewMessage(m *pilosa.DeleteViewMessage) *internal.DeleteViewMessage {
	return &internal.DeleteViewMessage{
		Index: m.Index,
		Field: m.Field,
		View:  m.View,
	}
}

func encodeResizeInstructionComplete(m *pilosa.ResizeInstructionComplete) *internal.ResizeInstructionComplete {
	return &internal.ResizeInstructionComplete{
		JobID: m.JobID,
		Node:  encodeNode(m.Node),
		Error: m.Error,
	}
}

func encodeSetCoordinatorMessage(m *pilosa.SetCoordinatorMessage) *internal.SetCoordinatorMessage {
	return &internal.SetCoordinatorMessage{
		New: encodeNode(m.New),
	}
}

func encodeUpdateCoordinatorMessage(m *pilosa.UpdateCoordinatorMessage) *internal.UpdateCoordinatorMessage {
	return &internal.UpdateCoordinatorMessage{
		New: encodeNode(m.New),
	}
}

func encodeNodeStateMessage(m *pilosa.NodeStateMessage) *internal.NodeStateMessage {
	return &internal.NodeStateMessage{
		NodeID: m.NodeID,
		State:  m.State,
	}
}

func encodeNodeEventMessage(m *pilosa.NodeEvent) *internal.NodeEventMessage {
	return &internal.NodeEventMessage{
		Event: uint32(m.Event),
		Node:  encodeNode(m.Node),
	}
}

func encodeNodeStatus(m *pilosa.NodeStatus) *internal.NodeStatus {
	return &internal.NodeStatus{
		Node:    encodeNode(m.Node),
		Indexes: encodeIndexStatuses(m.Indexes),
		Schema:  encodeSchema(m.Schema),
	}
}

func encodeIndexStatus(m *pilosa.IndexStatus) *internal.IndexStatus {
	return &internal.IndexStatus{
		Name:   m.Name,
		Fields: encodeFieldStatuses(m.Fields),
	}
}

func encodeIndexStatuses(a []*pilosa.IndexStatus) []*internal.IndexStatus {
	other := make([]*internal.IndexStatus, len(a))
	for i := range a {
		other[i] = encodeIndexStatus(a[i])
	}
	return other
}

func encodeFieldStatus(m *pilosa.FieldStatus) *internal.FieldStatus {
	return &internal.FieldStatus{
		Name:            m.Name,
		AvailableShards: m.AvailableShards.Slice(),
	}
}

func encodeFieldStatuses(a []*pilosa.FieldStatus) []*internal.FieldStatus {
	other := make([]*internal.FieldStatus, len(a))
	for i := range a {
		other[i] = encodeFieldStatus(a[i])
	}
	return other
}

func encodeRecalculateCaches(*pilosa.RecalculateCaches) *internal.RecalculateCaches {
	return &internal.RecalculateCaches{}
}

func encodeTranslateKeysRequest(request *pilosa.TranslateKeysRequest) *internal.TranslateKeysRequest {
	return &internal.TranslateKeysRequest{
		Index: request.Index,
		Field: request.Field,
		Keys:  request.Keys,
	}
}

func encodeTranslateKeysResponse(response *pilosa.TranslateKeysResponse) *internal.TranslateKeysResponse {
	return &internal.TranslateKeysResponse{
		IDs: response.IDs,
	}
}

func encodeTranslateIDsRequest(request *pilosa.TranslateIDsRequest) *internal.TranslateIDsRequest {
	return &internal.TranslateIDsRequest{
		Index: request.Index,
		Field: request.Field,
		IDs:   request.IDs,
	}
}

func encodeTranslateIDsResponse(response *pilosa.TranslateIDsResponse) *internal.TranslateIDsResponse {
	return &internal.TranslateIDsResponse{
		Keys: response.Keys,
	}
}

func decodeResizeInstruction(ri *internal.ResizeInstruction, m *pilosa.ResizeInstruction) {
	m.JobID = ri.JobID
	m.Node = &pilosa.Node{}
	decodeNode(ri.Node, m.Node)
	m.Coordinator = &pilosa.Node{}
	decodeNode(ri.Coordinator, m.Coordinator)
	m.Sources = make([]*pilosa.ResizeSource, len(ri.Sources))
	decodeResizeSources(ri.Sources, m.Sources)
	m.TranslationSources = make([]*pilosa.TranslationResizeSource, len(ri.TranslationSources))
	decodeTranslationResizeSources(ri.TranslationSources, m.TranslationSources)
	m.NodeStatus = &pilosa.NodeStatus{}
	decodeNodeStatus(ri.NodeStatus, m.NodeStatus)
	m.ClusterStatus = &pilosa.ClusterStatus{}
	decodeClusterStatus(ri.ClusterStatus, m.ClusterStatus)
}

func decodeResizeSources(srcs []*internal.ResizeSource, m []*pilosa.ResizeSource) {
	for i := range srcs {
		m[i] = &pilosa.ResizeSource{}
		decodeResizeSource(srcs[i], m[i])
	}
}

func decodeResizeSource(rs *internal.ResizeSource, m *pilosa.ResizeSource) {
	m.Node = &pilosa.Node{}
	decodeNode(rs.Node, m.Node)
	m.Index = rs.Index
	m.Field = rs.Field
	m.View = rs.View
	m.Shard = rs.Shard
}

func decodeTranslationResizeSources(srcs []*internal.TranslationResizeSource, m []*pilosa.TranslationResizeSource) {
	for i := range srcs {
		m[i] = &pilosa.TranslationResizeSource{}
		decodeTranslationResizeSource(srcs[i], m[i])
	}
}

func decodeTranslationResizeSource(rs *internal.TranslationResizeSource, m *pilosa.TranslationResizeSource) {
	m.Node = &pilosa.Node{}
	decodeNode(rs.Node, m.Node)
	m.Index = rs.Index
	m.PartitionID = int(rs.PartitionID)
}

func decodeSchema(s *internal.Schema, m *pilosa.Schema) {
	m.Indexes = make([]*pilosa.IndexInfo, len(s.Indexes))
	decodeIndexes(s.Indexes, m.Indexes)
}

func decodeIndexes(idxs []*internal.Index, m []*pilosa.IndexInfo) {
	for i := range idxs {
		m[i] = &pilosa.IndexInfo{}
		decodeIndex(idxs[i], m[i])
	}
}

func decodeIndex(idx *internal.Index, m *pilosa.IndexInfo) {
	m.Name = idx.Name
	m.Options = pilosa.IndexOptions{}
	decodeIndexMeta(idx.Options, &m.Options)
	m.Fields = make([]*pilosa.FieldInfo, len(idx.Fields))
	decodeFields(idx.Fields, m.Fields)
}

func decodeFields(fs []*internal.Field, m []*pilosa.FieldInfo) {
	for i := range fs {
		m[i] = &pilosa.FieldInfo{}
		decodeField(fs[i], m[i])
	}
}

func decodeField(f *internal.Field, m *pilosa.FieldInfo) {
	m.Name = f.Name
	m.Options = pilosa.FieldOptions{}
	decodeFieldOptions(f.Meta, &m.Options)
	m.Views = make([]*pilosa.ViewInfo, 0, len(f.Views))
	for _, viewname := range f.Views {
		m.Views = append(m.Views, &pilosa.ViewInfo{Name: viewname})
	}
}

func decodeFieldOptions(options *internal.FieldOptions, m *pilosa.FieldOptions) {
	m.Type = options.Type
	m.CacheType = options.CacheType
	m.CacheSize = options.CacheSize
	decodeDecimal(options.Min, &m.Min)
	decodeDecimal(options.Max, &m.Max)
	m.Base = options.Base
	m.Scale = options.Scale
	m.BitDepth = uint(options.BitDepth)
	m.TimeQuantum = pilosa.TimeQuantum(options.TimeQuantum)
	m.Keys = options.Keys
	m.ForeignIndex = options.ForeignIndex
}

func decodeDecimal(d *internal.Decimal, m *pql.Decimal) {
	m.Value = d.Value
	m.Scale = d.Scale
}

func decodeNodes(a []*internal.Node, m []*pilosa.Node) {
	for i := range a {
		m[i] = &pilosa.Node{}
		decodeNode(a[i], m[i])
	}
}

func decodeClusterStatus(cs *internal.ClusterStatus, m *pilosa.ClusterStatus) {
	m.State = cs.State
	m.ClusterID = cs.ClusterID
	m.Nodes = make([]*pilosa.Node, len(cs.Nodes))
	decodeNodes(cs.Nodes, m.Nodes)
}

func decodeNode(node *internal.Node, m *pilosa.Node) {
	m.ID = node.ID
	decodeURI(node.URI, &m.URI)
	m.IsCoordinator = node.IsCoordinator
	m.State = node.State
}

func decodeURI(i *internal.URI, m *pilosa.URI) {
	m.Scheme = i.Scheme
	m.Host = i.Host
	m.Port = uint16(i.Port)
}

func decodeCreateShardMessage(pb *internal.CreateShardMessage, m *pilosa.CreateShardMessage) {
	m.Index = pb.Index
	m.Field = pb.Field
	m.Shard = pb.Shard
}

func decodeCreateIndexMessage(pb *internal.CreateIndexMessage, m *pilosa.CreateIndexMessage) {
	m.Index = pb.Index
	m.Meta = &pilosa.IndexOptions{}
	decodeIndexMeta(pb.Meta, m.Meta)
}

func decodeIndexMeta(pb *internal.IndexMeta, m *pilosa.IndexOptions) {
	m.Keys = pb.Keys
	m.TrackExistence = pb.TrackExistence
}

func decodeDeleteIndexMessage(pb *internal.DeleteIndexMessage, m *pilosa.DeleteIndexMessage) {
	m.Index = pb.Index
}

func decodeCreateFieldMessage(pb *internal.CreateFieldMessage, m *pilosa.CreateFieldMessage) {
	m.Index = pb.Index
	m.Field = pb.Field
	m.Meta = &pilosa.FieldOptions{}
	decodeFieldOptions(pb.Meta, m.Meta)
}

func decodeDeleteFieldMessage(pb *internal.DeleteFieldMessage, m *pilosa.DeleteFieldMessage) {
	m.Index = pb.Index
	m.Field = pb.Field
}

func decodeDeleteAvailableShardMessage(pb *internal.DeleteAvailableShardMessage, m *pilosa.DeleteAvailableShardMessage) {
	m.Index = pb.Index
	m.Field = pb.Field
	m.ShardID = pb.ShardID
}

func decodeCreateViewMessage(pb *internal.CreateViewMessage, m *pilosa.CreateViewMessage) {
	m.Index = pb.Index
	m.Field = pb.Field
	m.View = pb.View
}

func decodeDeleteViewMessage(pb *internal.DeleteViewMessage, m *pilosa.DeleteViewMessage) {
	m.Index = pb.Index
	m.Field = pb.Field
	m.View = pb.View
}

func decodeResizeInstructionComplete(pb *internal.ResizeInstructionComplete, m *pilosa.ResizeInstructionComplete) {
	m.JobID = pb.JobID
	m.Node = &pilosa.Node{}
	decodeNode(pb.Node, m.Node)
	m.Error = pb.Error
}

func decodeSetCoordinatorMessage(pb *internal.SetCoordinatorMessage, m *pilosa.SetCoordinatorMessage) {
	m.New = &pilosa.Node{}
	decodeNode(pb.New, m.New)
}

func decodeUpdateCoordinatorMessage(pb *internal.UpdateCoordinatorMessage, m *pilosa.UpdateCoordinatorMessage) {
	m.New = &pilosa.Node{}
	decodeNode(pb.New, m.New)
}

func decodeNodeStateMessage(pb *internal.NodeStateMessage, m *pilosa.NodeStateMessage) {
	m.NodeID = pb.NodeID
	m.State = pb.State
}

func decodeNodeEventMessage(pb *internal.NodeEventMessage, m *pilosa.NodeEvent) {
	m.Event = pilosa.NodeEventType(pb.Event)
	m.Node = &pilosa.Node{}
	decodeNode(pb.Node, m.Node)
}

func decodeNodeStatus(pb *internal.NodeStatus, m *pilosa.NodeStatus) {
	m.Node = &pilosa.Node{}
	m.Indexes = decodeIndexStatuses(pb.Indexes)
	m.Schema = &pilosa.Schema{}
	decodeSchema(pb.Schema, m.Schema)
}

func decodeIndexStatuses(a []*internal.IndexStatus) []*pilosa.IndexStatus {
	m := make([]*pilosa.IndexStatus, 0)
	for i := range a {
		m = append(m, &pilosa.IndexStatus{})
		decodeIndexStatus(a[i], m[i])
	}
	return m
}

func decodeIndexStatus(pb *internal.IndexStatus, m *pilosa.IndexStatus) {
	m.Name = pb.Name
	m.Fields = decodeFieldStatuses(pb.Fields)
}

func decodeFieldStatuses(a []*internal.FieldStatus) []*pilosa.FieldStatus {
	m := make([]*pilosa.FieldStatus, 0)
	for i := range a {
		m = append(m, &pilosa.FieldStatus{})
		decodeFieldStatus(a[i], m[i])
	}
	return m
}

func decodeFieldStatus(pb *internal.FieldStatus, m *pilosa.FieldStatus) {
	m.Name = pb.Name
	m.AvailableShards = roaring.NewBitmap(pb.AvailableShards...)
}

func decodeRecalculateCaches(pb *internal.RecalculateCaches, m *pilosa.RecalculateCaches) {}

func decodeQueryRequest(pb *internal.QueryRequest, m *pilosa.QueryRequest) {
	m.Query = pb.Query
	m.Shards = pb.Shards
	m.ColumnAttrs = pb.ColumnAttrs
	m.Remote = pb.Remote
	m.ExcludeRowAttrs = pb.ExcludeRowAttrs
	m.ExcludeColumns = pb.ExcludeColumns
	m.EmbeddedData = make([]*pilosa.Row, len(pb.EmbeddedData))
	for i := range pb.EmbeddedData {
		m.EmbeddedData[i] = decodeRow(pb.EmbeddedData[i])
	}
}

func decodeImportRequest(pb *internal.ImportRequest, m *pilosa.ImportRequest) {
	m.Index = pb.Index
	m.Field = pb.Field
	m.Shard = pb.Shard
	m.RowIDs = pb.RowIDs
	m.ColumnIDs = pb.ColumnIDs
	m.RowKeys = pb.RowKeys
	m.ColumnKeys = pb.ColumnKeys
	m.Timestamps = pb.Timestamps
}

func decodeImportValueRequest(pb *internal.ImportValueRequest, m *pilosa.ImportValueRequest) {
	m.Index = pb.Index
	m.Field = pb.Field
	m.Shard = pb.Shard
	m.ColumnIDs = pb.ColumnIDs
	m.ColumnKeys = pb.ColumnKeys
	m.Values = pb.Values
	m.FloatValues = pb.FloatValues
	m.StringValues = pb.StringValues
}

func decodeImportRoaringRequest(pb *internal.ImportRoaringRequest, m *pilosa.ImportRoaringRequest) {
	views := map[string][]byte{}
	for _, view := range pb.Views {
		views[view.Name] = view.Data
	}
	m.Clear = pb.Clear
	m.Action = pb.Action
	m.Block = int(pb.Block)
	m.Views = views
}

func decodeImportColumnAttrsRequest(pb *internal.ImportColumnAttrsRequest, m *pilosa.ImportColumnAttrsRequest) {
	m.Index = pb.Index
	m.Shard = pb.Shard
	m.AttrKey = pb.AttrKey
	m.AttrVals = pb.AttrVals
	m.ColumnIDs = pb.ColumnIDs
}

func decodeImportResponse(pb *internal.ImportResponse, m *pilosa.ImportResponse) {
	m.Err = pb.Err
}

func decodeBlockDataRequest(pb *internal.BlockDataRequest, m *pilosa.BlockDataRequest) {
	m.Index = pb.Index
	m.Field = pb.Field
	m.View = pb.View
	m.Shard = pb.Shard
	m.Block = pb.Block
}

func decodeBlockDataResponse(pb *internal.BlockDataResponse, m *pilosa.BlockDataResponse) {
	m.RowIDs = pb.RowIDs
	m.ColumnIDs = pb.ColumnIDs
}

func decodeQueryResponse(pb *internal.QueryResponse, m *pilosa.QueryResponse) {
	m.ColumnAttrSets = make([]*pilosa.ColumnAttrSet, len(pb.ColumnAttrSets))
	decodeColumnAttrSets(pb.ColumnAttrSets, m.ColumnAttrSets)
	if pb.Err == "" {
		m.Err = nil
	} else {
		m.Err = errors.New(pb.Err)
	}
	m.Results = make([]interface{}, len(pb.Results))
	decodeQueryResults(pb.Results, m.Results)
}

func decodeColumnAttrSets(pb []*internal.ColumnAttrSet, m []*pilosa.ColumnAttrSet) {
	for i := range pb {
		m[i] = &pilosa.ColumnAttrSet{}
		decodeColumnAttrSet(pb[i], m[i])
	}
}

func decodeColumnAttrSet(pb *internal.ColumnAttrSet, m *pilosa.ColumnAttrSet) {
	m.ID = pb.ID
	m.Key = pb.Key
	m.Attrs = decodeAttrs(pb.Attrs)
}

func decodeQueryResults(pb []*internal.QueryResult, m []interface{}) {
	for i := range pb {
		m[i] = decodeQueryResult(pb[i])
	}
}

func decodeTranslateKeysRequest(pb *internal.TranslateKeysRequest, m *pilosa.TranslateKeysRequest) {
	m.Index = pb.Index
	m.Field = pb.Field
	m.Keys = pb.Keys
}

func decodeTranslateKeysResponse(pb *internal.TranslateKeysResponse, m *pilosa.TranslateKeysResponse) {
	m.IDs = pb.IDs
}

func decodeTranslateIDsRequest(pb *internal.TranslateIDsRequest, m *pilosa.TranslateIDsRequest) {
	m.Index = pb.Index
	m.Field = pb.Field
	m.IDs = pb.IDs
}

func decodeTranslateIDsResponse(pb *internal.TranslateIDsResponse, m *pilosa.TranslateIDsResponse) {
	m.Keys = pb.Keys
}

// QueryResult types.
const (
	queryResultTypeNil uint32 = iota
	queryResultTypeRow
	queryResultTypePairs
	queryResultTypePairsField
	queryResultTypeValCount
	queryResultTypeUint64
	queryResultTypeBool
	queryResultTypeRowIDs
	queryResultTypeGroupCounts
	queryResultTypeRowIdentifiers
	queryResultTypePair
	queryResultTypePairField
	queryResultTypeSignedRow
)

func decodeQueryResult(pb *internal.QueryResult) interface{} {
	switch pb.Type {
	case queryResultTypeSignedRow:
		return decodeSignedRow(pb.SignedRow)
	case queryResultTypeRow:
		return decodeRow(pb.Row)
	case queryResultTypePairs:
		return decodePairs(pb.Pairs)
	case queryResultTypePairsField:
		return decodePairsField(pb.PairsField)
	case queryResultTypeValCount:
		return decodeValCount(pb.ValCount)
	case queryResultTypeUint64:
		return pb.N
	case queryResultTypeBool:
		return pb.Changed
	case queryResultTypeNil:
		return nil
	case queryResultTypeRowIDs:
		return pilosa.RowIDs(pb.RowIDs)
	case queryResultTypeRowIdentifiers:
		return decodeRowIdentifiers(pb.RowIdentifiers)
	case queryResultTypeGroupCounts:
		return decodeGroupCounts(pb.GroupCounts)
	case queryResultTypePair:
		return decodePair(pb.Pairs[0])
	case queryResultTypePairField:
		return decodePairField(pb.Pairs[0])
	}
	panic(fmt.Sprintf("unknown type: %d", pb.Type))
}

// decodeRow converts r from its internal representation.
func decodeRow(pr *internal.Row) *pilosa.Row {
	if pr == nil {
		return pilosa.NewRow()
	}

	var r *pilosa.Row
	if len(pr.Roaring) > 0 {
		r = pilosa.NewRowFromRoaring(pr.Roaring)
	} else {
		r = pilosa.NewRow()
		for _, v := range pr.Columns {
			r.SetBit(v)
		}
	}
	r.Attrs = decodeAttrs(pr.Attrs)
	r.Keys = pr.Keys

	return r
}

func decodeSignedRow(pr *internal.SignedRow) pilosa.SignedRow {
	if pr == nil {
		return pilosa.SignedRow{}
	}
	r := pilosa.SignedRow{
		Pos: decodeRow(pr.Pos),
		Neg: decodeRow(pr.Neg),
	}
	return r
}

func decodeAttrs(pb []*internal.Attr) map[string]interface{} {
	m := make(map[string]interface{}, len(pb))
	for i := range pb {
		key, value := decodeAttr(pb[i])
		m[key] = value
	}
	return m
}

const (
	attrTypeString = 1
	attrTypeInt    = 2
	attrTypeBool   = 3
	attrTypeFloat  = 4
)

func decodeAttr(attr *internal.Attr) (key string, value interface{}) {
	switch attr.Type {
	case attrTypeString:
		return attr.Key, attr.StringValue
	case attrTypeInt:
		return attr.Key, attr.IntValue
	case attrTypeBool:
		return attr.Key, attr.BoolValue
	case attrTypeFloat:
		return attr.Key, attr.FloatValue
	default:
		return attr.Key, nil
	}
}

func decodeRowIdentifiers(a *internal.RowIdentifiers) *pilosa.RowIdentifiers {
	return &pilosa.RowIdentifiers{
		Rows: a.Rows,
		Keys: a.Keys,
	}
}

func decodeGroupCounts(a []*internal.GroupCount) []pilosa.GroupCount {
	other := make([]pilosa.GroupCount, len(a))
	for i := range a {
		other[i] = pilosa.GroupCount{
			Group: decodeFieldRows(a[i].Group),
			Count: a[i].Count,
			Sum:   a[i].Sum,
		}
	}
	return other
}

func decodeFieldRows(a []*internal.FieldRow) []pilosa.FieldRow {
	other := make([]pilosa.FieldRow, len(a))
	for i := range a {
		fr := a[i]
		other[i].Field = fr.Field
		if fr.RowKey == "" {
			other[i].RowID = fr.RowID
		} else {
			other[i].RowKey = fr.RowKey
		}
	}
	return other
}

func decodePairs(a []*internal.Pair) []pilosa.Pair {
	other := make([]pilosa.Pair, len(a))
	for i := range a {
		other[i] = decodePair(a[i])
	}
	return other
}

func decodePairsField(a *internal.PairsField) *pilosa.PairsField {
	other := &pilosa.PairsField{
		Pairs: make([]pilosa.Pair, len(a.Pairs)),
	}
	for i := range a.Pairs {
		other.Pairs[i] = decodePair(a.Pairs[i])
	}
	other.Field = a.Field
	return other
}

func decodePair(pb *internal.Pair) pilosa.Pair {
	return pilosa.Pair{
		ID:    pb.ID,
		Key:   pb.Key,
		Count: pb.Count,
	}
}

func decodePairField(pb *internal.Pair) pilosa.PairField {
	return pilosa.PairField{
		Pair: pilosa.Pair{
			ID:    pb.ID,
			Key:   pb.Key,
			Count: pb.Count,
		},
		//Field: pb.Field, // TODO: in order to have this, we need PairField in QueryResponse.
	}
}

func decodeValCount(pb *internal.ValCount) pilosa.ValCount {
	return pilosa.ValCount{
		Val:      pb.Val,
		FloatVal: pb.FloatVal,
		Count:    pb.Count,
	}
}

func encodeColumnAttrSets(a []*pilosa.ColumnAttrSet) []*internal.ColumnAttrSet {
	other := make([]*internal.ColumnAttrSet, len(a))
	for i := range a {
		other[i] = encodeColumnAttrSet(a[i])
	}
	return other
}

func encodeColumnAttrSet(set *pilosa.ColumnAttrSet) *internal.ColumnAttrSet {
	return &internal.ColumnAttrSet{
		ID:    set.ID,
		Key:   set.Key,
		Attrs: encodeAttrs(set.Attrs),
	}
}

func encodeSignedRow(r pilosa.SignedRow) *internal.SignedRow {
	ir := &internal.SignedRow{
		Pos: encodeRow(r.Pos),
		Neg: encodeRow(r.Neg),
	}
	return ir
}

func encodeRow(r *pilosa.Row) *internal.Row {
	if r == nil {
		return nil
	}

	ir := &internal.Row{
		Keys:  r.Keys,
		Attrs: encodeAttrs(r.Attrs),
	}
	if true {
		ir.Columns = r.Columns()
	} else {
		ir.Roaring = r.Roaring()
	}
	return ir
}

func encodeRowIdentifiers(r pilosa.RowIdentifiers) *internal.RowIdentifiers {
	return &internal.RowIdentifiers{
		Rows: r.Rows,
		Keys: r.Keys,
		//Attrs:   encodeAttrs(r.Attrs),
	}
}

func encodeGroupCounts(counts []pilosa.GroupCount) []*internal.GroupCount {
	result := make([]*internal.GroupCount, len(counts))
	for i := range counts {
		result[i] = &internal.GroupCount{
			Group: encodeFieldRows(counts[i].Group),
			Count: counts[i].Count,
			Sum:   counts[i].Sum,
		}
	}
	return result
}

func encodeFieldRows(a []pilosa.FieldRow) []*internal.FieldRow {
	other := make([]*internal.FieldRow, len(a))
	for i := range a {
		fr := a[i]
		if fr.RowKey == "" {
			other[i] = &internal.FieldRow{
				Field: fr.Field,
				RowID: fr.RowID,
			}
		} else {
			other[i] = &internal.FieldRow{
				Field:  fr.Field,
				RowKey: fr.RowKey,
			}
		}
	}
	return other
}

func encodePairs(a pilosa.Pairs) []*internal.Pair {
	other := make([]*internal.Pair, len(a))
	for i := range a {
		other[i] = encodePair(a[i])
	}
	return other
}

func encodePairsField(a *pilosa.PairsField) *internal.PairsField {
	other := &internal.PairsField{
		Pairs: make([]*internal.Pair, len(a.Pairs)),
	}
	for i := range a.Pairs {
		other.Pairs[i] = encodePair(a.Pairs[i])
	}
	other.Field = a.Field
	return other
}

func encodePair(p pilosa.Pair) *internal.Pair {
	return &internal.Pair{
		ID:    p.ID,
		Key:   p.Key,
		Count: p.Count,
	}
}

func encodePairField(p pilosa.PairField) *internal.Pair {
	/*
		// TODO: in order to have this, we need PairField in QueryResponse.
		return &internal.Pair{
			Pair:  encodePair(p.Pair),
			Field: p.Field,
		}
	*/
	return encodePair(p.Pair)
}

func encodeValCount(vc pilosa.ValCount) *internal.ValCount {
	return &internal.ValCount{
		Val:      vc.Val,
		FloatVal: vc.FloatVal,
		Count:    vc.Count,
	}
}

func encodeAttrs(m map[string]interface{}) []*internal.Attr {
	keys := make([]string, 0, len(m))
	for k := range m {
		keys = append(keys, k)
	}
	sort.Strings(keys)

	a := make([]*internal.Attr, len(keys))
	for i := range keys {
		a[i] = encodeAttr(keys[i], m[keys[i]])
	}
	return a
}

// encodeAttr converts a key/value pair into an Attr internal representation.
func encodeAttr(key string, value interface{}) *internal.Attr {
	pb := &internal.Attr{Key: key}
	switch value := value.(type) {
	case string:
		pb.Type = attrTypeString
		pb.StringValue = value
	case float64:
		pb.Type = attrTypeFloat
		pb.FloatValue = value
	case uint64:
		pb.Type = attrTypeInt
		pb.IntValue = int64(value)
	case int64:
		pb.Type = attrTypeInt
		pb.IntValue = value
	case bool:
		pb.Type = attrTypeBool
		pb.BoolValue = value
	}
	return pb
}