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- // Copyright 2014 Google Inc. All Rights Reserved.
- //
- // 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 datastore
- import (
- "encoding/base64"
- "errors"
- "fmt"
- "math"
- "reflect"
- "strconv"
- "strings"
- "github.com/golang/protobuf/proto"
- "golang.org/x/net/context"
- pb "google.golang.org/cloud/internal/datastore"
- )
- type operator int
- const (
- lessThan operator = iota
- lessEq
- equal
- greaterEq
- greaterThan
- keyFieldName = "__key__"
- )
- var operatorToProto = map[operator]*pb.PropertyFilter_Operator{
- lessThan: pb.PropertyFilter_LESS_THAN.Enum(),
- lessEq: pb.PropertyFilter_LESS_THAN_OR_EQUAL.Enum(),
- equal: pb.PropertyFilter_EQUAL.Enum(),
- greaterEq: pb.PropertyFilter_GREATER_THAN_OR_EQUAL.Enum(),
- greaterThan: pb.PropertyFilter_GREATER_THAN.Enum(),
- }
- // filter is a conditional filter on query results.
- type filter struct {
- FieldName string
- Op operator
- Value interface{}
- }
- type sortDirection int
- const (
- ascending sortDirection = iota
- descending
- )
- var sortDirectionToProto = map[sortDirection]*pb.PropertyOrder_Direction{
- ascending: pb.PropertyOrder_ASCENDING.Enum(),
- descending: pb.PropertyOrder_DESCENDING.Enum(),
- }
- // order is a sort order on query results.
- type order struct {
- FieldName string
- Direction sortDirection
- }
- // NewQuery creates a new Query for a specific entity kind.
- //
- // An empty kind means to return all entities, including entities created and
- // managed by other App Engine features, and is called a kindless query.
- // Kindless queries cannot include filters or sort orders on property values.
- func NewQuery(kind string) *Query {
- return &Query{
- kind: kind,
- limit: -1,
- }
- }
- // Query represents a datastore query.
- type Query struct {
- kind string
- ancestor *Key
- filter []filter
- order []order
- projection []string
- distinct bool
- keysOnly bool
- eventual bool
- limit int32
- offset int32
- start []byte
- end []byte
- trans *Transaction
- err error
- }
- func (q *Query) clone() *Query {
- x := *q
- // Copy the contents of the slice-typed fields to a new backing store.
- if len(q.filter) > 0 {
- x.filter = make([]filter, len(q.filter))
- copy(x.filter, q.filter)
- }
- if len(q.order) > 0 {
- x.order = make([]order, len(q.order))
- copy(x.order, q.order)
- }
- return &x
- }
- // Ancestor returns a derivative query with an ancestor filter.
- // The ancestor should not be nil.
- func (q *Query) Ancestor(ancestor *Key) *Query {
- q = q.clone()
- if ancestor == nil {
- q.err = errors.New("datastore: nil query ancestor")
- return q
- }
- q.ancestor = ancestor
- return q
- }
- // EventualConsistency returns a derivative query that returns eventually
- // consistent results.
- // It only has an effect on ancestor queries.
- func (q *Query) EventualConsistency() *Query {
- q = q.clone()
- q.eventual = true
- return q
- }
- // Transaction returns a derivative query that is associated with the given
- // transaction.
- //
- // All reads performed as part of the transaction will come from a single
- // consistent snapshot. Furthermore, if the transaction is set to a
- // serializable isolation level, another transaction cannot concurrently modify
- // the data that is read or modified by this transaction.
- func (q *Query) Transaction(t *Transaction) *Query {
- q = q.clone()
- q.trans = t
- return q
- }
- // Filter returns a derivative query with a field-based filter.
- // The filterStr argument must be a field name followed by optional space,
- // followed by an operator, one of ">", "<", ">=", "<=", or "=".
- // Fields are compared against the provided value using the operator.
- // Multiple filters are AND'ed together.
- // Field names which contain spaces, quote marks, or operator characters
- // should be passed as quoted Go string literals as returned by strconv.Quote
- // or the fmt package's %q verb.
- func (q *Query) Filter(filterStr string, value interface{}) *Query {
- q = q.clone()
- filterStr = strings.TrimSpace(filterStr)
- if filterStr == "" {
- q.err = fmt.Errorf("datastore: invalid filter %q", filterStr)
- return q
- }
- f := filter{
- FieldName: strings.TrimRight(filterStr, " ><=!"),
- Value: value,
- }
- switch op := strings.TrimSpace(filterStr[len(f.FieldName):]); op {
- case "<=":
- f.Op = lessEq
- case ">=":
- f.Op = greaterEq
- case "<":
- f.Op = lessThan
- case ">":
- f.Op = greaterThan
- case "=":
- f.Op = equal
- default:
- q.err = fmt.Errorf("datastore: invalid operator %q in filter %q", op, filterStr)
- return q
- }
- var err error
- f.FieldName, err = unquote(f.FieldName)
- if err != nil {
- q.err = fmt.Errorf("datastore: invalid syntax for quoted field name %q", f.FieldName)
- return q
- }
- q.filter = append(q.filter, f)
- return q
- }
- // Order returns a derivative query with a field-based sort order. Orders are
- // applied in the order they are added. The default order is ascending; to sort
- // in descending order prefix the fieldName with a minus sign (-).
- // Field names which contain spaces, quote marks, or the minus sign
- // should be passed as quoted Go string literals as returned by strconv.Quote
- // or the fmt package's %q verb.
- func (q *Query) Order(fieldName string) *Query {
- q = q.clone()
- fieldName, dir := strings.TrimSpace(fieldName), ascending
- if strings.HasPrefix(fieldName, "-") {
- fieldName, dir = strings.TrimSpace(fieldName[1:]), descending
- } else if strings.HasPrefix(fieldName, "+") {
- q.err = fmt.Errorf("datastore: invalid order: %q", fieldName)
- return q
- }
- fieldName, err := unquote(fieldName)
- if err != nil {
- q.err = fmt.Errorf("datastore: invalid syntax for quoted field name %q", fieldName)
- return q
- }
- if fieldName == "" {
- q.err = errors.New("datastore: empty order")
- return q
- }
- q.order = append(q.order, order{
- Direction: dir,
- FieldName: fieldName,
- })
- return q
- }
- // unquote optionally interprets s as a double-quoted or backquoted Go
- // string literal if it begins with the relevant character.
- func unquote(s string) (string, error) {
- if s == "" || (s[0] != '`' && s[0] != '"') {
- return s, nil
- }
- return strconv.Unquote(s)
- }
- // Project returns a derivative query that yields only the given fields. It
- // cannot be used with KeysOnly.
- func (q *Query) Project(fieldNames ...string) *Query {
- q = q.clone()
- q.projection = append([]string(nil), fieldNames...)
- return q
- }
- // Distinct returns a derivative query that yields de-duplicated entities with
- // respect to the set of projected fields. It is only used for projection
- // queries.
- func (q *Query) Distinct() *Query {
- q = q.clone()
- q.distinct = true
- return q
- }
- // KeysOnly returns a derivative query that yields only keys, not keys and
- // entities. It cannot be used with projection queries.
- func (q *Query) KeysOnly() *Query {
- q = q.clone()
- q.keysOnly = true
- return q
- }
- // Limit returns a derivative query that has a limit on the number of results
- // returned. A negative value means unlimited.
- func (q *Query) Limit(limit int) *Query {
- q = q.clone()
- if limit < math.MinInt32 || limit > math.MaxInt32 {
- q.err = errors.New("datastore: query limit overflow")
- return q
- }
- q.limit = int32(limit)
- return q
- }
- // Offset returns a derivative query that has an offset of how many keys to
- // skip over before returning results. A negative value is invalid.
- func (q *Query) Offset(offset int) *Query {
- q = q.clone()
- if offset < 0 {
- q.err = errors.New("datastore: negative query offset")
- return q
- }
- if offset > math.MaxInt32 {
- q.err = errors.New("datastore: query offset overflow")
- return q
- }
- q.offset = int32(offset)
- return q
- }
- // Start returns a derivative query with the given start point.
- func (q *Query) Start(c Cursor) *Query {
- q = q.clone()
- if c.cc == nil {
- q.err = errors.New("datastore: invalid cursor")
- return q
- }
- q.start = c.cc
- return q
- }
- // End returns a derivative query with the given end point.
- func (q *Query) End(c Cursor) *Query {
- q = q.clone()
- if c.cc == nil {
- q.err = errors.New("datastore: invalid cursor")
- return q
- }
- q.end = c.cc
- return q
- }
- // toProto converts the query to a protocol buffer.
- func (q *Query) toProto(req *pb.RunQueryRequest) error {
- dst := pb.Query{}
- if len(q.projection) != 0 && q.keysOnly {
- return errors.New("datastore: query cannot both project and be keys-only")
- }
- dst.Reset()
- if q.kind != "" {
- dst.Kind = []*pb.KindExpression{&pb.KindExpression{Name: proto.String(q.kind)}}
- }
- if q.projection != nil {
- for _, propertyName := range q.projection {
- dst.Projection = append(dst.Projection, &pb.PropertyExpression{Property: &pb.PropertyReference{Name: proto.String(propertyName)}})
- }
- if q.distinct {
- for _, propertyName := range q.projection {
- dst.GroupBy = append(dst.GroupBy, &pb.PropertyReference{Name: proto.String(propertyName)})
- }
- }
- }
- if q.keysOnly {
- dst.Projection = []*pb.PropertyExpression{&pb.PropertyExpression{Property: &pb.PropertyReference{Name: proto.String(keyFieldName)}}}
- }
- var filters []*pb.Filter
- for _, qf := range q.filter {
- if qf.FieldName == "" {
- return errors.New("datastore: empty query filter field name")
- }
- v, errStr := interfaceToProto(reflect.ValueOf(qf.Value).Interface())
- if errStr != "" {
- return errors.New("datastore: bad query filter value type: " + errStr)
- }
- xf := &pb.PropertyFilter{
- Operator: operatorToProto[qf.Op],
- Property: &pb.PropertyReference{Name: proto.String(qf.FieldName)},
- Value: v,
- }
- if xf.Operator == nil {
- return errors.New("datastore: unknown query filter operator")
- }
- filters = append(filters, &pb.Filter{PropertyFilter: xf})
- }
- if q.ancestor != nil {
- filters = append(filters, &pb.Filter{
- PropertyFilter: &pb.PropertyFilter{
- Property: &pb.PropertyReference{Name: proto.String("__key__")},
- Operator: pb.PropertyFilter_HAS_ANCESTOR.Enum(),
- Value: &pb.Value{KeyValue: keyToProto(q.ancestor)},
- }})
- }
- if len(filters) == 1 {
- dst.Filter = filters[0]
- } else if len(filters) > 1 {
- dst.Filter = &pb.Filter{CompositeFilter: &pb.CompositeFilter{
- Operator: pb.CompositeFilter_AND.Enum(),
- Filter: filters,
- }}
- }
- for _, qo := range q.order {
- if qo.FieldName == "" {
- return errors.New("datastore: empty query order field name")
- }
- xo := &pb.PropertyOrder{
- Property: &pb.PropertyReference{Name: proto.String(qo.FieldName)},
- Direction: sortDirectionToProto[qo.Direction],
- }
- if xo.Direction == nil {
- return errors.New("datastore: unknown query order direction")
- }
- dst.Order = append(dst.Order, xo)
- }
- if q.limit >= 0 {
- dst.Limit = proto.Int32(q.limit)
- }
- if q.offset != 0 {
- dst.Offset = proto.Int32(q.offset)
- }
- dst.StartCursor = q.start
- dst.EndCursor = q.end
- if t := q.trans; t != nil {
- if t.id == nil {
- return errExpiredTransaction
- }
- req.ReadOptions = &pb.ReadOptions{Transaction: t.id}
- }
- req.Query = &dst
- return nil
- }
- // Count returns the number of results for the given query.
- func (c *Client) Count(ctx context.Context, q *Query) (int, error) {
- // Check that the query is well-formed.
- if q.err != nil {
- return 0, q.err
- }
- // Run a copy of the query, with keysOnly true (if we're not a projection,
- // since the two are incompatible).
- newQ := q.clone()
- newQ.keysOnly = len(newQ.projection) == 0
- req := &pb.RunQueryRequest{}
- if ns := ctxNamespace(ctx); ns != "" {
- req.PartitionId = &pb.PartitionId{
- Namespace: proto.String(ns),
- }
- }
- if err := newQ.toProto(req); err != nil {
- return 0, err
- }
- res := &pb.RunQueryResponse{}
- if err := c.call(ctx, "runQuery", req, res); err != nil {
- return 0, err
- }
- var n int
- b := res.Batch
- for {
- n += len(b.GetEntityResult())
- if b.GetMoreResults() != pb.QueryResultBatch_NOT_FINISHED {
- break
- }
- var err error
- // TODO(jbd): Support count queries that have a limit and an offset.
- if err = callNext(ctx, c, req, res, 0, 0); err != nil {
- return 0, err
- }
- }
- return int(n), nil
- }
- func callNext(ctx context.Context, client *Client, req *pb.RunQueryRequest, res *pb.RunQueryResponse, offset, limit int32) error {
- if res.GetBatch().EndCursor == nil {
- return errors.New("datastore: internal error: server did not return a cursor")
- }
- req.Query.StartCursor = res.GetBatch().GetEndCursor()
- if limit >= 0 {
- req.Query.Limit = proto.Int32(limit)
- }
- if offset != 0 {
- req.Query.Offset = proto.Int32(offset)
- }
- res.Reset()
- return client.call(ctx, "runQuery", req, res)
- }
- // GetAll runs the provided query in the given context and returns all keys
- // that match that query, as well as appending the values to dst.
- //
- // dst must have type *[]S or *[]*S or *[]P, for some struct type S or some non-
- // interface, non-pointer type P such that P or *P implements PropertyLoadSaver.
- //
- // As a special case, *PropertyList is an invalid type for dst, even though a
- // PropertyList is a slice of structs. It is treated as invalid to avoid being
- // mistakenly passed when *[]PropertyList was intended.
- //
- // The keys returned by GetAll will be in a 1-1 correspondence with the entities
- // added to dst.
- //
- // If q is a ``keys-only'' query, GetAll ignores dst and only returns the keys.
- func (c *Client) GetAll(ctx context.Context, q *Query, dst interface{}) ([]*Key, error) {
- var (
- dv reflect.Value
- mat multiArgType
- elemType reflect.Type
- errFieldMismatch error
- )
- if !q.keysOnly {
- dv = reflect.ValueOf(dst)
- if dv.Kind() != reflect.Ptr || dv.IsNil() {
- return nil, ErrInvalidEntityType
- }
- dv = dv.Elem()
- mat, elemType = checkMultiArg(dv)
- if mat == multiArgTypeInvalid || mat == multiArgTypeInterface {
- return nil, ErrInvalidEntityType
- }
- }
- var keys []*Key
- for t := c.Run(ctx, q); ; {
- k, e, err := t.next()
- if err == Done {
- break
- }
- if err != nil {
- return keys, err
- }
- if !q.keysOnly {
- ev := reflect.New(elemType)
- if elemType.Kind() == reflect.Map {
- // This is a special case. The zero values of a map type are
- // not immediately useful; they have to be make'd.
- //
- // Funcs and channels are similar, in that a zero value is not useful,
- // but even a freshly make'd channel isn't useful: there's no fixed
- // channel buffer size that is always going to be large enough, and
- // there's no goroutine to drain the other end. Theoretically, these
- // types could be supported, for example by sniffing for a constructor
- // method or requiring prior registration, but for now it's not a
- // frequent enough concern to be worth it. Programmers can work around
- // it by explicitly using Iterator.Next instead of the Query.GetAll
- // convenience method.
- x := reflect.MakeMap(elemType)
- ev.Elem().Set(x)
- }
- if err = loadEntity(ev.Interface(), e); err != nil {
- if _, ok := err.(*ErrFieldMismatch); ok {
- // We continue loading entities even in the face of field mismatch errors.
- // If we encounter any other error, that other error is returned. Otherwise,
- // an ErrFieldMismatch is returned.
- errFieldMismatch = err
- } else {
- return keys, err
- }
- }
- if mat != multiArgTypeStructPtr {
- ev = ev.Elem()
- }
- dv.Set(reflect.Append(dv, ev))
- }
- keys = append(keys, k)
- }
- return keys, errFieldMismatch
- }
- // Run runs the given query in the given context.
- func (c *Client) Run(ctx context.Context, q *Query) *Iterator {
- if q.err != nil {
- return &Iterator{err: q.err}
- }
- t := &Iterator{
- ctx: ctx,
- client: c,
- limit: q.limit,
- q: q,
- prevCC: q.start,
- }
- t.req.Reset()
- if ns := ctxNamespace(ctx); ns != "" {
- t.req.PartitionId = &pb.PartitionId{
- Namespace: proto.String(ns),
- }
- }
- if err := q.toProto(&t.req); err != nil {
- t.err = err
- return t
- }
- if err := c.call(ctx, "runQuery", &t.req, &t.res); err != nil {
- t.err = err
- return t
- }
- b := t.res.GetBatch()
- offset := q.offset - b.GetSkippedResults()
- for offset > 0 && b.GetMoreResults() == pb.QueryResultBatch_NOT_FINISHED {
- t.prevCC = b.GetEndCursor()
- var err error
- if err = callNext(t.ctx, c, &t.req, &t.res, offset, t.limit); err != nil {
- t.err = err
- break
- }
- skip := b.GetSkippedResults()
- if skip < 0 {
- t.err = errors.New("datastore: internal error: negative number of skipped_results")
- break
- }
- offset -= skip
- }
- if offset < 0 {
- t.err = errors.New("datastore: internal error: query offset was overshot")
- }
- return t
- }
- // Iterator is the result of running a query.
- type Iterator struct {
- ctx context.Context
- client *Client
- err error
- // req is the request we sent previously, we need to keep track of it to resend it
- req pb.RunQueryRequest
- // res is the result of the most recent RunQuery or Next API call.
- res pb.RunQueryResponse
- // i is how many elements of res.Result we have iterated over.
- i int
- // limit is the limit on the number of results this iterator should return.
- // A negative value means unlimited.
- limit int32
- // q is the original query which yielded this iterator.
- q *Query
- // prevCC is the compiled cursor that marks the end of the previous batch
- // of results.
- prevCC []byte
- }
- // Done is returned when a query iteration has completed.
- var Done = errors.New("datastore: query has no more results")
- // Next returns the key of the next result. When there are no more results,
- // Done is returned as the error.
- //
- // If the query is not keys only and dst is non-nil, it also loads the entity
- // stored for that key into the struct pointer or PropertyLoadSaver dst, with
- // the same semantics and possible errors as for the Get function.
- func (t *Iterator) Next(dst interface{}) (*Key, error) {
- k, e, err := t.next()
- if err != nil {
- return nil, err
- }
- if dst != nil && !t.q.keysOnly {
- err = loadEntity(dst, e)
- }
- return k, err
- }
- func (t *Iterator) next() (*Key, *pb.Entity, error) {
- if t.err != nil {
- return nil, nil, t.err
- }
- // Issue datastore_v3/Next RPCs as necessary.
- b := t.res.GetBatch()
- for t.i == len(b.EntityResult) {
- if b.GetMoreResults() != pb.QueryResultBatch_NOT_FINISHED {
- t.err = Done
- return nil, nil, t.err
- }
- t.prevCC = b.GetEndCursor()
- if err := callNext(t.ctx, t.client, &t.req, &t.res, 0, t.limit); err != nil {
- t.err = err
- return nil, nil, t.err
- }
- if b.GetSkippedResults() != 0 {
- t.err = errors.New("datastore: internal error: iterator has skipped results")
- return nil, nil, t.err
- }
- t.i = 0
- if t.limit >= 0 {
- t.limit -= int32(len(b.EntityResult))
- if t.limit < 0 {
- t.err = errors.New("datastore: internal error: query returned more results than the limit")
- return nil, nil, t.err
- }
- }
- }
- // Extract the key from the t.i'th element of t.res.Result.
- e := b.EntityResult[t.i]
- t.i++
- if e.Entity.Key == nil {
- return nil, nil, errors.New("datastore: internal error: server did not return a key")
- }
- k, err := protoToKey(e.Entity.Key)
- if err != nil || k.Incomplete() {
- return nil, nil, errors.New("datastore: internal error: server returned an invalid key")
- }
- return k, e.Entity, nil
- }
- // Cursor returns a cursor for the iterator's current location.
- func (t *Iterator) Cursor() (Cursor, error) {
- if t.err != nil && t.err != Done {
- return Cursor{}, t.err
- }
- // If we are at either end of the current batch of results,
- // return the compiled cursor at that end.
- b := t.res.Batch
- skipped := b.GetSkippedResults()
- if t.i == 0 && skipped == 0 {
- if t.prevCC == nil {
- // A nil pointer (of type *pb.CompiledCursor) means no constraint:
- // passing it as the end cursor of a new query means unlimited results
- // (glossing over the integer limit parameter for now).
- // A non-nil pointer to an empty pb.CompiledCursor means the start:
- // passing it as the end cursor of a new query means 0 results.
- // If prevCC was nil, then the original query had no start cursor, but
- // Iterator.Cursor should return "the start" instead of unlimited.
- return Cursor{}, nil
- }
- return Cursor{t.prevCC}, nil
- }
- if t.i == len(b.EntityResult) {
- return Cursor{b.EndCursor}, nil
- }
- // Otherwise, re-run the query offset to this iterator's position, starting from
- // the most recent compiled cursor. This is done on a best-effort basis, as it
- // is racy; if a concurrent process has added or removed entities, then the
- // cursor returned may be inconsistent.
- q := t.q.clone()
- q.start = t.prevCC
- q.offset = skipped + int32(t.i)
- q.limit = 0
- q.keysOnly = len(q.projection) == 0
- t1 := t.client.Run(t.ctx, t.q)
- _, _, err := t1.next()
- if err != Done {
- if err == nil {
- err = fmt.Errorf("datastore: internal error: zero-limit query did not have zero results")
- }
- return Cursor{}, err
- }
- return Cursor{t1.res.Batch.EndCursor}, nil
- }
- // Cursor is an iterator's position. It can be converted to and from an opaque
- // string. A cursor can be used from different HTTP requests, but only with a
- // query with the same kind, ancestor, filter and order constraints.
- type Cursor struct {
- cc []byte
- }
- // String returns a base-64 string representation of a cursor.
- func (c Cursor) String() string {
- if c.cc == nil {
- return ""
- }
- return strings.TrimRight(base64.URLEncoding.EncodeToString(c.cc), "=")
- }
- // Decode decodes a cursor from its base-64 string representation.
- func DecodeCursor(s string) (Cursor, error) {
- if s == "" {
- return Cursor{}, nil
- }
- if n := len(s) % 4; n != 0 {
- s += strings.Repeat("=", 4-n)
- }
- b, err := base64.URLEncoding.DecodeString(s)
- if err != nil {
- return Cursor{}, err
- }
- return Cursor{b}, nil
- }
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