func convertBatchError(tableDesc *TableDescriptor, b client.Batch, origPErr *roachpb.Error) *roachpb.Error {
if origPErr.Index == nil {
return origPErr
}
index := origPErr.Index.Index
if index >= int32(len(b.Results)) {
panic(fmt.Sprintf("index %d outside of results: %+v", index, b.Results))
}
result := b.Results[index]
if _, ok := origPErr.GoError().(*roachpb.ConditionFailedError); ok {
for _, row := range result.Rows {
indexID, key, pErr := decodeIndexKeyPrefix(tableDesc, row.Key)
if pErr != nil {
return pErr
}
index, pErr := tableDesc.FindIndexByID(indexID)
if pErr != nil {
return pErr
}
valTypes, pErr := makeKeyVals(tableDesc, index.ColumnIDs)
if pErr != nil {
return pErr
}
vals := make([]parser.Datum, len(valTypes))
if _, pErr := decodeKeyVals(valTypes, vals, key); pErr != nil {
return pErr
}
return roachpb.NewError(errUniquenessConstraintViolation{index: index, vals: vals})
}
}
return origPErr
}
// executeCmd interprets the given message as a *roachpb.BatchRequest and sends it
// via the local sender.
func (n *Node) executeCmd(argsI proto.Message) (proto.Message, error) {
ba := argsI.(*roachpb.BatchRequest)
var br *roachpb.BatchResponse
f := func() {
// TODO(tschottdorf) get a hold of the client's ID, add it to the
// context before dispatching, and create an ID for tracing the request.
trace := n.ctx.Tracer.NewTrace(tracer.Node, ba)
defer trace.Finalize()
defer trace.Epoch("node")()
ctx := tracer.ToCtx((*Node)(n).context(), trace)
tStart := time.Now()
var pErr *roachpb.Error
br, pErr = n.stores.Send(ctx, *ba)
if pErr != nil {
br = &roachpb.BatchResponse{}
trace.Event(fmt.Sprintf("error: %T", pErr.GoError()))
}
if br.Error != nil {
panic(roachpb.ErrorUnexpectedlySet(n.stores, br))
}
n.feed.CallComplete(*ba, time.Now().Sub(tStart), pErr)
br.Error = pErr
}
if !n.stopper.RunTask(f) {
return nil, util.Errorf("node %d stopped", n.Descriptor.NodeID)
}
return br, nil
}
// If we hit an error and there is a pending transaction, rollback
// the transaction before returning. The client does not have to
// deal with cleaning up transaction state.
func makeResultFromError(planMaker *planner, pErr *roachpb.Error) Result {
if planMaker.txn != nil {
if _, ok := pErr.GoError().(*roachpb.SqlTransactionAbortedError); !ok {
planMaker.txn.Cleanup(pErr)
}
}
return Result{Err: pErr.GoError()}
}
// If we hit an error and there is a pending transaction, rollback
// the transaction before returning. The client does not have to
// deal with cleaning up transaction state.
func makeResultFromError(planMaker *planner, pErr *roachpb.Error) driver.Response_Result {
if planMaker.txn != nil {
if _, ok := pErr.GoError().(*roachpb.SqlTransactionAbortedError); !ok {
planMaker.txn.Cleanup(pErr)
}
}
errString := pErr.GoError().Error()
return driver.Response_Result{Error: &errString}
}
// TestTxnCoordSenderEndTxn verifies that ending a transaction
// sends resolve write intent requests and removes the transaction
// from the txns map.
func TestTxnCoordSenderEndTxn(t *testing.T) {
defer leaktest.AfterTest(t)
s := createTestDB(t)
defer s.Stop()
// 4 cases: no deadline, past deadline, equal deadline, future deadline.
for i := 0; i < 4; i++ {
key := roachpb.Key("key: " + strconv.Itoa(i))
txn := client.NewTxn(*s.DB)
// Initialize the transaction
if pErr := txn.Put(key, []byte("value")); pErr != nil {
t.Fatal(pErr)
}
{
var pErr *roachpb.Error
switch i {
case 0:
// No deadline.
pErr = txn.Commit()
case 1:
// Past deadline.
pErr = txn.CommitBy(txn.Proto.Timestamp.Prev())
case 2:
// Equal deadline.
pErr = txn.CommitBy(txn.Proto.Timestamp)
case 3:
// Future deadline.
pErr = txn.CommitBy(txn.Proto.Timestamp.Next())
}
switch i {
case 0:
// No deadline.
if pErr != nil {
t.Error(pErr)
}
case 1:
// Past deadline.
if _, ok := pErr.GoError().(*roachpb.TransactionAbortedError); !ok {
t.Errorf("expected TransactionAbortedError but got %T: %s", pErr, pErr)
}
case 2:
// Equal deadline.
if pErr != nil {
t.Error(pErr)
}
case 3:
// Future deadline.
if pErr != nil {
t.Error(pErr)
}
}
}
verifyCleanup(key, s.Sender, s.Eng, t)
}
}
func encodeDTuple(b []byte, d parser.DTuple) ([]byte, error) {
for _, val := range d {
var pErr *roachpb.Error
b, pErr = encodeDatum(b, val)
if pErr != nil {
return nil, pErr.GoError()
}
}
return b, nil
}
// Responses with write-too-old, write-intent and not leader errors
// are retried on the server, and so are not recorded in the sequence
// cache in the hopes of retrying to a successful outcome.
func (sc *SequenceCache) shouldCacheError(pErr *roachpb.Error) bool {
switch pErr.GoError().(type) {
case *roachpb.WriteTooOldError, *roachpb.WriteIntentError, *roachpb.NotLeaderError, *roachpb.RangeKeyMismatchError:
return false
}
return true
}
func convertBatchError(tableDesc *sqlbase.TableDescriptor, b client.Batch, origPErr *roachpb.Error) error {
if origPErr.Index == nil {
return origPErr.GoError()
}
index := origPErr.Index.Index
if index >= int32(len(b.Results)) {
panic(fmt.Sprintf("index %d outside of results: %+v", index, b.Results))
}
result := b.Results[index]
var alloc sqlbase.DatumAlloc
if _, ok := origPErr.GetDetail().(*roachpb.ConditionFailedError); ok {
for _, row := range result.Rows {
indexID, key, err := sqlbase.DecodeIndexKeyPrefix(tableDesc, row.Key)
if err != nil {
return err
}
index, err := tableDesc.FindIndexByID(indexID)
if err != nil {
return err
}
valTypes, err := sqlbase.MakeKeyVals(tableDesc, index.ColumnIDs)
if err != nil {
return err
}
dirs := make([]encoding.Direction, 0, len(index.ColumnIDs))
for _, dir := range index.ColumnDirections {
convertedDir, err := dir.ToEncodingDirection()
if err != nil {
return err
}
dirs = append(dirs, convertedDir)
}
vals := make([]parser.Datum, len(valTypes))
if _, err := sqlbase.DecodeKeyVals(&alloc, valTypes, vals, dirs, key); err != nil {
return err
}
return &errUniquenessConstraintViolation{index: index, vals: vals}
}
}
return origPErr.GoError()
}
// CallComplete is called by a node whenever it completes a request. This will
// publish appropriate events to the feed:
// - For a successful request, a corresponding event for each request in the batch,
// - on error without index information, a failure of the Batch, and
// - on an indexed error a failure of the individual request.
func (nef NodeEventFeed) CallComplete(ba roachpb.BatchRequest, pErr *roachpb.Error) {
if pErr != nil && pErr.TransactionRestart == roachpb.TransactionRestart_ABORT {
method := roachpb.Batch
if iErr, ok := pErr.GoError().(roachpb.IndexedError); ok {
if index, ok := iErr.ErrorIndex(); ok {
method = ba.Requests[index].GetInner().Method()
}
}
nef.f.Publish(&CallErrorEvent{
NodeID: nef.id,
Method: method,
})
return
}
for _, union := range ba.Requests {
nef.f.Publish(&CallSuccessEvent{
NodeID: nef.id,
Method: union.GetInner().Method(),
})
}
}
func (b *Batch) fillResults(br *roachpb.BatchResponse, pErr *roachpb.Error) error {
offset := 0
for i := range b.Results {
result := &b.Results[i]
for k := 0; k < result.calls; k++ {
args := b.reqs[offset+k]
var reply roachpb.Response
if result.Err == nil {
result.Err = pErr.GoError()
if result.Err == nil {
if br != nil && offset+k < len(br.Responses) {
reply = br.Responses[offset+k].GetInner()
} else if args.Method() != roachpb.EndTransaction {
// TODO(tschottdorf): EndTransaction is excepted here
// because it may be elided (r/o txns). Might prefer to
// simulate an EndTransaction response instead; this
// effectively just leaks here.
panic("not enough responses for calls")
}
}
}
switch req := args.(type) {
case *roachpb.GetRequest:
row := &result.Rows[k]
row.Key = []byte(req.Key)
if result.Err == nil {
row.Value = reply.(*roachpb.GetResponse).Value
}
case *roachpb.PutRequest:
row := &result.Rows[k]
row.Key = []byte(req.Key)
if result.Err == nil {
row.Value = &req.Value
row.setTimestamp(reply.(*roachpb.PutResponse).Timestamp)
}
case *roachpb.ConditionalPutRequest:
row := &result.Rows[k]
row.Key = []byte(req.Key)
if result.Err == nil {
row.Value = &req.Value
row.setTimestamp(reply.(*roachpb.ConditionalPutResponse).Timestamp)
}
case *roachpb.IncrementRequest:
row := &result.Rows[k]
row.Key = []byte(req.Key)
if result.Err == nil {
t := reply.(*roachpb.IncrementResponse)
row.Value = &roachpb.Value{}
row.Value.SetInt(t.NewValue)
row.setTimestamp(t.Timestamp)
}
case *roachpb.ScanRequest:
if result.Err == nil {
t := reply.(*roachpb.ScanResponse)
result.Rows = make([]KeyValue, len(t.Rows))
for j := range t.Rows {
src := &t.Rows[j]
dst := &result.Rows[j]
dst.Key = src.Key
dst.Value = &src.Value
}
}
case *roachpb.ReverseScanRequest:
if result.Err == nil {
t := reply.(*roachpb.ReverseScanResponse)
result.Rows = make([]KeyValue, len(t.Rows))
for j := range t.Rows {
src := &t.Rows[j]
dst := &result.Rows[j]
dst.Key = src.Key
dst.Value = &src.Value
}
}
case *roachpb.DeleteRequest:
row := &result.Rows[k]
row.Key = []byte(args.(*roachpb.DeleteRequest).Key)
case *roachpb.DeleteRangeRequest:
case *roachpb.BeginTransactionRequest:
case *roachpb.EndTransactionRequest:
case *roachpb.AdminMergeRequest:
case *roachpb.AdminSplitRequest:
case *roachpb.HeartbeatTxnRequest:
case *roachpb.GCRequest:
case *roachpb.PushTxnRequest:
case *roachpb.RangeLookupRequest:
case *roachpb.ResolveIntentRequest:
case *roachpb.ResolveIntentRangeRequest:
case *roachpb.MergeRequest:
case *roachpb.TruncateLogRequest:
case *roachpb.LeaderLeaseRequest:
// Nothing to do for these methods as they do not generate any
// rows.
default:
if result.Err == nil {
result.Err = fmt.Errorf("unsupported reply: %T", reply)
}
}
}
offset += result.calls
}
for i := range b.Results {
result := &b.Results[i]
if result.Err != nil {
return result.Err
}
}
return nil
}
// sendChunk is in charge of sending an "admissible" piece of batch, i.e. one
// which doesn't need to be subdivided further before going to a range (so no
// mixing of forward and reverse scans, etc). The parameters and return values
// correspond to client.Sender with the exception of the returned boolean,
// which is true when indicating that the caller should retry but needs to send
// EndTransaction in a separate request.
func (ds *DistSender) sendChunk(ctx context.Context, ba roachpb.BatchRequest) (*roachpb.BatchResponse, *roachpb.Error, bool) {
isReverse := ba.IsReverse()
trace := tracer.FromCtx(ctx)
// The minimal key range encompassing all requests contained within.
// Local addressing has already been resolved.
// TODO(tschottdorf): consider rudimentary validation of the batch here
// (for example, non-range requests with EndKey, or empty key ranges).
rs := keys.Range(ba)
var br *roachpb.BatchResponse
// Send the request to one range per iteration.
for {
considerIntents := false
var curReply *roachpb.BatchResponse
var desc *roachpb.RangeDescriptor
var needAnother bool
var pErr *roachpb.Error
for r := retry.Start(ds.rpcRetryOptions); r.Next(); {
// Get range descriptor (or, when spanning range, descriptors). Our
// error handling below may clear them on certain errors, so we
// refresh (likely from the cache) on every retry.
descDone := trace.Epoch("meta descriptor lookup")
var evictDesc func()
desc, needAnother, evictDesc, pErr = ds.getDescriptors(rs, considerIntents, isReverse)
descDone()
// getDescriptors may fail retryably if the first range isn't
// available via Gossip.
if pErr != nil {
if pErr.Retryable {
if log.V(1) {
log.Warning(pErr)
}
continue
}
break
}
if needAnother && br == nil {
// TODO(tschottdorf): we should have a mechanism for discovering
// range merges (descriptor staleness will mostly go unnoticed),
// or we'll be turning single-range queries into multi-range
// queries for no good reason.
// If there's no transaction and op spans ranges, possibly
// re-run as part of a transaction for consistency. The
// case where we don't need to re-run is if the read
// consistency is not required.
if ba.Txn == nil && ba.IsPossibleTransaction() &&
ba.ReadConsistency != roachpb.INCONSISTENT {
return nil, roachpb.NewError(&roachpb.OpRequiresTxnError{}), false
}
// If the request is more than but ends with EndTransaction, we
// want the caller to come again with the EndTransaction in an
// extra call.
if l := len(ba.Requests) - 1; l > 0 && ba.Requests[l].GetInner().Method() == roachpb.EndTransaction {
return nil, roachpb.NewError(errors.New("cannot send 1PC txn to multiple ranges")), true /* shouldSplitET */
}
}
// It's possible that the returned descriptor misses parts of the
// keys it's supposed to scan after it's truncated to match the
// descriptor. Example revscan [a,g), first desc lookup for "g"
// returns descriptor [c,d) -> [d,g) is never scanned.
// We evict and retry in such a case.
if (isReverse && !desc.ContainsKeyRange(desc.StartKey, rs.EndKey)) || (!isReverse && !desc.ContainsKeyRange(rs.Key, desc.EndKey)) {
evictDesc()
continue
}
curReply, pErr = func() (*roachpb.BatchResponse, *roachpb.Error) {
// Truncate the request to our current key range.
intersected, iErr := rs.Intersect(desc)
if iErr != nil {
return nil, roachpb.NewError(iErr)
}
truncBA, numActive, trErr := truncate(ba, intersected)
if numActive == 0 && trErr == nil {
// This shouldn't happen in the wild, but some tests
// exercise it.
return nil, roachpb.NewErrorf("truncation resulted in empty batch on [%s,%s): %s",
rs.Key, rs.EndKey, ba)
}
if trErr != nil {
return nil, roachpb.NewError(trErr)
}
return ds.sendSingleRange(trace, truncBA, desc)
}()
// If sending succeeded, break this loop.
if pErr == nil {
break
}
if log.V(1) {
log.Warningf("failed to invoke %s: %s", ba, pErr)
}
trace.Event(fmt.Sprintf("reply error: %T", pErr.GoError()))
// Error handling below.
// If retryable, allow retry. For range not found or range
// key mismatch errors, we don't backoff on the retry,
// but reset the backoff loop so we can retry immediately.
switch tErr := pErr.GoError().(type) {
case *roachpb.SendError:
// For an RPC error to occur, we must've been unable to contact
// any replicas. In this case, likely all nodes are down (or
// not getting back to us within a reasonable amount of time).
// We may simply not be trying to talk to the up-to-date
// replicas, so clearing the descriptor here should be a good
// idea.
// TODO(tschottdorf): If a replica group goes dead, this
// will cause clients to put high read pressure on the first
// range, so there should be some rate limiting here.
evictDesc()
if tErr.CanRetry() {
continue
}
case *roachpb.RangeNotFoundError, *roachpb.RangeKeyMismatchError:
// Range descriptor might be out of date - evict it.
evictDesc()
// On addressing errors, don't backoff; retry immediately.
r.Reset()
if log.V(1) {
log.Warning(tErr)
}
// On retries, allow [uncommitted] intents on range descriptor
// lookups to be returned 50% of the time in order to succeed
// at finding the transaction record pointed to by the intent
// itself. The 50% probability of returning either the current
// intent or the previously committed value balances between
// the two cases where the intent's txn hasn't yet been
// committed (the previous value is correct), or the intent's
// txn has been committed (the intent value is correct).
considerIntents = true
continue
case *roachpb.NotLeaderError:
newLeader := tErr.Leader
// Verify that leader is a known replica according to the
// descriptor. If not, we've got a stale replica; evict cache.
// Next, cache the new leader.
if newLeader != nil {
if i, _ := desc.FindReplica(newLeader.StoreID); i == -1 {
if log.V(1) {
log.Infof("error indicates unknown leader %s, expunging descriptor %s", newLeader, desc)
}
evictDesc()
}
} else {
newLeader = &roachpb.ReplicaDescriptor{}
}
ds.updateLeaderCache(roachpb.RangeID(desc.RangeID), *newLeader)
if log.V(1) {
log.Warning(tErr)
}
r.Reset()
continue
case retry.Retryable:
if tErr.CanRetry() {
if log.V(1) {
log.Warning(tErr)
}
continue
}
}
break
}
// Immediately return if querying a range failed non-retryably.
if pErr != nil {
return nil, pErr, false
}
ba.Txn.Update(curReply.Txn)
if br == nil {
// First response from a Range.
br = curReply
} else {
// This was the second or later call in a cross-Range request.
// Combine the new response with the existing one.
if err := br.Combine(curReply); err != nil {
return nil, roachpb.NewError(err), false
}
}
// If this request has a bound (such as MaxResults in
// ScanRequest) and we are going to query at least one more range,
// check whether enough rows have been retrieved.
// TODO(tschottdorf): need tests for executing a multi-range batch
// with various bounded requests which saturate at different times.
if needAnother {
// Start with the assumption that all requests are saturated.
// Below, we look at each and decide whether that's true.
// Everything that is indeed saturated is "masked out" from the
// batch request; only if that's all requests does needAnother
// remain false.
needAnother = false
if br == nil {
// Clone ba.Requests. This is because we're multi-range, and
// some requests may be bounded, which could lead to them being
// masked out once they're saturated. We don't want to risk
// removing requests that way in the "master copy" since that
// could lead to omitting requests in certain retry scenarios.
ba.Requests = append([]roachpb.RequestUnion(nil), ba.Requests...)
}
for i, union := range ba.Requests {
args := union.GetInner()
if _, ok := args.(*roachpb.NoopRequest); ok {
// NoopRequests are skipped.
continue
}
boundedArg, ok := args.(roachpb.Bounded)
if !ok {
// Non-bounded request. We will have to query all ranges.
needAnother = true
continue
}
prevBound := boundedArg.GetBound()
cReply, ok := curReply.Responses[i].GetInner().(roachpb.Countable)
if !ok || prevBound <= 0 {
// Request bounded, but without max results. Again, will
// need to query everything we can. The case in which the reply
// isn't countable occurs when the request wasn't active for
// that range (since it didn't apply to it), so the response
// is a NoopResponse.
needAnother = true
continue
}
nextBound := prevBound - cReply.Count()
if nextBound <= 0 {
// We've hit max results for this piece of the batch. Mask
// it out (we've copied the requests slice above, so this
// is kosher).
ba.Requests[i].Reset() // necessary (no one-of?)
if !ba.Requests[i].SetValue(&roachpb.NoopRequest{}) {
panic("RequestUnion excludes NoopRequest")
}
continue
}
// The request isn't saturated yet.
needAnother = true
boundedArg.SetBound(nextBound)
}
}
// If this was the last range accessed by this call, exit loop.
if !needAnother {
return br, nil, false
}
if isReverse {
// In next iteration, query previous range.
// We use the StartKey of the current descriptor as opposed to the
// EndKey of the previous one since that doesn't have bugs when
// stale descriptors come into play.
rs.EndKey = prev(ba, desc.StartKey)
} else {
// In next iteration, query next range.
// It's important that we use the EndKey of the current descriptor
// as opposed to the StartKey of the next one: if the former is stale,
// it's possible that the next range has since merged the subsequent
// one, and unless both descriptors are stale, the next descriptor's
// StartKey would move us to the beginning of the current range,
// resulting in a duplicate scan.
rs.Key = next(ba, desc.EndKey)
}
trace.Event("querying next range")
}
}
// Query returns datapoints for the named time series during the supplied time
// span. Data is returned as a series of consecutive data points.
//
// Data is queried only at the Resolution supplied: if data for the named time
// series is not stored at the given resolution, an empty result will be
// returned.
//
// All data stored on the server is downsampled to some degree; the data points
// returned represent the average value within a sample period. Each datapoint's
// timestamp falls in the middle of the sample period it represents.
//
// If data for the named time series was collected from multiple sources, each
// returned datapoint will represent the sum of datapoints from all sources at
// the same time. The returned string slices contains a list of all sources for
// the metric which were aggregated to produce the result.
func (db *DB) Query(query Query, r Resolution, startNanos, endNanos int64) ([]TimeSeriesDatapoint, []string, error) {
// Normalize startNanos and endNanos the nearest SampleDuration boundary.
startNanos -= startNanos % r.SampleDuration()
var rows []client.KeyValue
if len(query.Sources) == 0 {
// Based on the supplied timestamps and resolution, construct start and end
// keys for a scan that will return every key with data relevant to the
// query.
startKey := MakeDataKey(query.Name, "" /* source */, r, startNanos)
endKey := MakeDataKey(query.Name, "" /* source */, r, endNanos).PrefixEnd()
var pErr *roachpb.Error
rows, pErr = db.db.ScanInconsistent(startKey, endKey, 0)
if pErr != nil {
return nil, nil, pErr.GoError()
}
} else {
b := db.db.NewBatch()
b.ReadConsistency = roachpb.INCONSISTENT
// Iterate over all key timestamps which may contain data for the given
// sources, based on the given start/end time and the resolution.
kd := r.KeyDuration()
startKeyNanos := startNanos - (startNanos % kd)
endKeyNanos := endNanos - (endNanos % kd)
for currentTimestamp := startKeyNanos; currentTimestamp <= endKeyNanos; currentTimestamp += kd {
for _, source := range query.Sources {
key := MakeDataKey(query.Name, source, r, currentTimestamp)
b.Get(key)
}
}
pErr := db.db.Run(b)
if pErr != nil {
return nil, nil, pErr.GoError()
}
for _, result := range b.Results {
row := result.Rows[0]
if row.Value == nil {
continue
}
rows = append(rows, row)
}
}
// Convert the queried source data into a set of data spans, one for each
// source.
sourceSpans, err := makeDataSpans(rows, startNanos)
if err != nil {
return nil, nil, err
}
// Compute a downsample function which will be used to return values from
// each source for each sample period.
downsampler, err := getDownsampleFunction(query.GetDownsampler())
if err != nil {
return nil, nil, err
}
// If we are returning a derivative, iteration needs to start at offset -1
// (in order to correctly compute the rate of change at offset 0).
var startOffset int32
isDerivative := query.GetDerivative() != TimeSeriesQueryDerivative_NONE
if isDerivative {
startOffset = -1
}
// Create an interpolatingIterator for each dataSpan, adding each iterator
// into a unionIterator collection. This is also where we compute a list of
// all sources with data present in the query.
sources := make([]string, 0, len(sourceSpans))
iters := make(unionIterator, 0, len(sourceSpans))
for name, span := range sourceSpans {
sources = append(sources, name)
iters = append(iters, span.newIterator(startOffset, downsampler))
}
// Choose an aggregation function to use when taking values from the
// unionIterator.
var valueFn func() float64
switch query.GetSourceAggregator() {
case TimeSeriesQueryAggregator_SUM:
valueFn = iters.sum
case TimeSeriesQueryAggregator_AVG:
valueFn = iters.avg
case TimeSeriesQueryAggregator_MAX:
valueFn = iters.max
case TimeSeriesQueryAggregator_MIN:
valueFn = iters.min
}
// Iterate over all requested offsets, recording a value from the
// unionIterator at each offset encountered. If the query is requesting a
// derivative, a rate of change is recorded instead of the actual values.
iters.init()
var last TimeSeriesDatapoint
if isDerivative {
last = TimeSeriesDatapoint{
TimestampNanos: iters.timestamp(),
Value: valueFn(),
}
// For derivatives, the iterator was initialized at offset -1 in order
// to calculate the rate of change at offset zero. However, in some
// cases (such as the very first value recorded) offset -1 is not
// available. In this case, we treat the rate-of-change at the first
// offset as zero.
if iters.offset() < 0 {
iters.advance()
}
}
var responseData []TimeSeriesDatapoint
for iters.isValid() && iters.timestamp() <= endNanos {
current := TimeSeriesDatapoint{
TimestampNanos: iters.timestamp(),
Value: valueFn(),
}
response := current
if isDerivative {
dTime := (current.TimestampNanos - last.TimestampNanos) / time.Second.Nanoseconds()
if dTime == 0 {
response.Value = 0
} else {
response.Value = (current.Value - last.Value) / float64(dTime)
}
if response.Value < 0 &&
query.GetDerivative() == TimeSeriesQueryDerivative_NON_NEGATIVE_DERIVATIVE {
response.Value = 0
}
}
responseData = append(responseData, response)
last = current
iters.advance()
}
return responseData, sources, nil
}
// updateState updates the transaction state in both the success and
// error cases, applying those updates to the corresponding txnMeta
// object when adequate. It also updates certain errors with the
// updated transaction for use by client restarts.
func (tc *TxnCoordSender) updateState(ctx context.Context, ba roachpb.BatchRequest, br *roachpb.BatchResponse, pErr *roachpb.Error) *roachpb.Error {
trace := tracer.FromCtx(ctx)
newTxn := &roachpb.Transaction{}
newTxn.Update(ba.GetTxn())
// TODO(tamird): remove this clone. It's currently needed to avoid race conditions.
pErr = proto.Clone(pErr).(*roachpb.Error)
err := pErr.GoError()
// TODO(bdarnell): We're writing to errors here (and where using ErrorWithIndex);
// since there's no concept of ownership copy-on-write is always preferable.
switch t := err.(type) {
case nil:
newTxn.Update(br.Txn)
// Move txn timestamp forward to response timestamp if applicable.
// TODO(tschottdorf): see (*Replica).executeBatch and comments within.
// Looks like this isn't necessary any more, nor did it prevent a bug
// referenced in a TODO there.
newTxn.Timestamp.Forward(br.Timestamp)
case *roachpb.TransactionStatusError:
// Likely already committed or more obscure errors such as epoch or
// timestamp regressions; consider txn dead.
defer tc.cleanupTxn(trace, t.Txn)
case *roachpb.OpRequiresTxnError:
panic("OpRequiresTxnError must not happen at this level")
case *roachpb.ReadWithinUncertaintyIntervalError:
// Mark the host as certain. See the protobuf comment for
// Transaction.CertainNodes for details.
if t.NodeID == 0 {
panic("no replica set in header on uncertainty restart")
}
newTxn.Update(&t.Txn)
newTxn.CertainNodes.Add(t.NodeID)
// If the reader encountered a newer write within the uncertainty
// interval, move the timestamp forward, just past that write or
// up to MaxTimestamp, whichever comes first.
candidateTS := newTxn.MaxTimestamp
candidateTS.Backward(t.ExistingTimestamp.Add(0, 1))
newTxn.Timestamp.Forward(candidateTS)
newTxn.Restart(ba.GetUserPriority(), newTxn.Priority, newTxn.Timestamp)
t.Txn = *newTxn
case *roachpb.TransactionAbortedError:
trace.SetError()
newTxn.Update(&t.Txn)
// Increase timestamp if applicable.
newTxn.Timestamp.Forward(t.Txn.Timestamp)
newTxn.Priority = t.Txn.Priority
t.Txn = *newTxn
// Clean up the freshly aborted transaction in defer(), avoiding a
// race with the state update below.
defer tc.cleanupTxn(trace, t.Txn)
case *roachpb.TransactionPushError:
newTxn.Update(t.Txn)
// Increase timestamp if applicable, ensuring that we're
// just ahead of the pushee.
newTxn.Timestamp.Forward(t.PusheeTxn.Timestamp.Add(0, 1))
newTxn.Restart(ba.GetUserPriority(), t.PusheeTxn.Priority-1, newTxn.Timestamp)
t.Txn = newTxn
case *roachpb.TransactionRetryError:
newTxn.Update(&t.Txn)
newTxn.Restart(ba.GetUserPriority(), t.Txn.Priority, newTxn.Timestamp)
t.Txn = *newTxn
case roachpb.TransactionRestartError:
// Assertion: The above cases should exhaust all ErrorDetails which
// carry a Transaction.
if pErr.Detail != nil {
panic(fmt.Sprintf("unhandled TransactionRestartError %T", err))
}
default:
trace.SetError()
}
return func() *roachpb.Error {
if len(newTxn.ID) <= 0 {
return pErr
}
id := string(newTxn.ID)
tc.Lock()
defer tc.Unlock()
txnMeta := tc.txns[id]
// For successful transactional requests, keep the written intents and
// the updated transaction record to be sent along with the reply.
// The transaction metadata is created with the first writing operation.
// A tricky edge case is that of a transaction which "fails" on the
// first writing request, but actually manages to write some intents
// (for example, due to being multi-range). In this case, there will
// be an error, but the transaction will be marked as Writing and the
// coordinator must track the state, for the client's retry will be
// performed with a Writing transaction which the coordinator rejects
// unless it is tracking it (on top of it making sense to track it;
// after all, it **has** laid down intents and only the coordinator
// can augment a potential EndTransaction call).
// consider re-using those.
if intents := ba.GetIntents(); len(intents) > 0 && (err == nil || newTxn.Writing) {
if txnMeta == nil {
if !newTxn.Writing {
panic("txn with intents marked as non-writing")
}
txnMeta = &txnMetadata{
txn: *newTxn,
keys: cache.NewIntervalCache(cache.Config{Policy: cache.CacheNone}),
firstUpdateNanos: tc.clock.PhysicalNow(),
lastUpdateNanos: tc.clock.PhysicalNow(),
timeoutDuration: tc.clientTimeout,
txnEnd: make(chan struct{}),
}
tc.txns[id] = txnMeta
// If the transaction is already over, there's no point in
// launching a one-off coordinator which will shut down right
// away. If we ended up here with an error, we'll always start
// the coordinator - the transaction has laid down intents, so
// we expect it to be committed/aborted at some point in the
// future.
if _, isEnding := ba.GetArg(roachpb.EndTransaction); err != nil || !isEnding {
trace.Event("coordinator spawns")
if !tc.stopper.RunAsyncTask(func() {
tc.heartbeatLoop(id)
}) {
// The system is already draining and we can't start the
// heartbeat. We refuse new transactions for now because
// they're likely not going to have all intents committed.
// In principle, we can relax this as needed though.
tc.unregisterTxnLocked(id)
return roachpb.NewError(&roachpb.NodeUnavailableError{})
}
}
}
for _, intent := range intents {
txnMeta.addKeyRange(intent.Key, intent.EndKey)
}
}
// Update our record of this transaction, even on error.
if txnMeta != nil {
txnMeta.txn = *newTxn
if !txnMeta.txn.Writing {
panic("tracking a non-writing txn")
}
txnMeta.setLastUpdate(tc.clock.PhysicalNow())
}
if err == nil {
// For successful transactional requests, always send the updated txn
// record back.
br.Txn = newTxn
}
return pErr
}()
}
// Send implements the batch.Sender interface. If the request is part of a
// transaction, the TxnCoordSender adds the transaction to a map of active
// transactions and begins heartbeating it. Every subsequent request for the
// same transaction updates the lastUpdate timestamp to prevent live
// transactions from being considered abandoned and garbage collected.
// Read/write mutating requests have their key or key range added to the
// transaction's interval tree of key ranges for eventual cleanup via resolved
// write intents; they're tagged to an outgoing EndTransaction request, with
// the receiving replica in charge of resolving them.
func (tc *TxnCoordSender) Send(ctx context.Context, ba roachpb.BatchRequest) (*roachpb.BatchResponse, *roachpb.Error) {
if err := tc.maybeBeginTxn(&ba); err != nil {
return nil, roachpb.NewError(err)
}
ba.CmdID = ba.GetOrCreateCmdID(tc.clock.PhysicalNow())
var startNS int64
// This is the earliest point at which the request has a ClientCmdID and/or
// TxnID (if applicable). Begin a Trace which follows this request.
trace := tc.tracer.NewTrace(tracer.Coord, &ba)
defer trace.Finalize()
defer trace.Epoch("sending batch")()
ctx = tracer.ToCtx(ctx, trace)
var id string // optional transaction ID
if ba.Txn != nil {
// If this request is part of a transaction...
id = string(ba.Txn.ID)
// Verify that if this Transaction is not read-only, we have it on
// file. If not, refuse writes - the client must have issued a write on
// another coordinator previously.
if ba.Txn.Writing && ba.IsTransactionWrite() {
tc.Lock()
_, ok := tc.txns[id]
tc.Unlock()
if !ok {
return nil, roachpb.NewError(util.Errorf("transaction must not write on multiple coordinators"))
}
}
// Set the timestamp to the original timestamp for read-only
// commands and to the transaction timestamp for read/write
// commands.
if ba.IsReadOnly() {
ba.Timestamp = ba.Txn.OrigTimestamp
} else {
ba.Timestamp = ba.Txn.Timestamp
}
if rArgs, ok := ba.GetArg(roachpb.EndTransaction); ok {
et := rArgs.(*roachpb.EndTransactionRequest)
if len(et.Key) != 0 {
return nil, roachpb.NewError(util.Errorf("EndTransaction must not have a Key set"))
}
et.Key = ba.Txn.Key
// Remember when EndTransaction started in case we want to
// be linearizable.
startNS = tc.clock.PhysicalNow()
if len(et.Intents) > 0 {
// TODO(tschottdorf): it may be useful to allow this later.
// That would be part of a possible plan to allow txns which
// write on multiple coordinators.
return nil, roachpb.NewError(util.Errorf("client must not pass intents to EndTransaction"))
}
tc.Lock()
txnMeta, metaOK := tc.txns[id]
if id != "" && metaOK {
et.Intents = txnMeta.intents()
}
tc.Unlock()
if intents := ba.GetIntents(); len(intents) > 0 {
// Writes in Batch, so EndTransaction is fine. Should add
// outstanding intents to EndTransaction, though.
// TODO(tschottdorf): possible issues when the batch fails,
// but the intents have been added anyways.
// TODO(tschottdorf): some of these intents may be covered
// by others, for example {[a,b), a}). This can lead to
// some extra requests when those are non-local to the txn
// record. But it doesn't seem worth optimizing now.
et.Intents = append(et.Intents, intents...)
} else if !metaOK {
// If we don't have the transaction, then this must be a retry
// by the client. We can no longer reconstruct a correct
// request so we must fail.
//
// TODO(bdarnell): if we had a GetTransactionStatus API then
// we could lookup the transaction and return either nil or
// TransactionAbortedError instead of this ambivalent error.
return nil, roachpb.NewError(util.Errorf("transaction is already committed or aborted"))
}
if len(et.Intents) == 0 {
// If there aren't any intents, then there's factually no
// transaction to end. Read-only txns have all of their state in
// the client.
return nil, roachpb.NewError(util.Errorf("cannot commit a read-only transaction"))
}
if log.V(1) {
for _, intent := range et.Intents {
trace.Event(fmt.Sprintf("intent: [%s,%s)", intent.Key, intent.EndKey))
}
}
}
}
// Send the command through wrapped sender, taking appropriate measures
// on error.
var br *roachpb.BatchResponse
{
var pErr *roachpb.Error
br, pErr = tc.wrapped.Send(ctx, ba)
if _, ok := pErr.GoError().(*roachpb.OpRequiresTxnError); ok {
br, pErr = tc.resendWithTxn(ba)
}
if pErr := tc.updateState(ctx, ba, br, pErr); pErr != nil {
return nil, pErr
}
}
if br.Txn == nil {
return br, nil
}
if _, ok := ba.GetArg(roachpb.EndTransaction); !ok {
return br, nil
}
// If the --linearizable flag is set, we want to make sure that
// all the clocks in the system are past the commit timestamp
// of the transaction. This is guaranteed if either
// - the commit timestamp is MaxOffset behind startNS
// - MaxOffset ns were spent in this function
// when returning to the client. Below we choose the option
// that involves less waiting, which is likely the first one
// unless a transaction commits with an odd timestamp.
if tsNS := br.Txn.Timestamp.WallTime; startNS > tsNS {
startNS = tsNS
}
sleepNS := tc.clock.MaxOffset() -
time.Duration(tc.clock.PhysicalNow()-startNS)
if tc.linearizable && sleepNS > 0 {
defer func() {
if log.V(1) {
log.Infof("%v: waiting %s on EndTransaction for linearizability", br.Txn.Short(), util.TruncateDuration(sleepNS, time.Millisecond))
}
time.Sleep(sleepNS)
}()
}
if br.Txn.Status != roachpb.PENDING {
tc.cleanupTxn(trace, *br.Txn)
}
return br, nil
}
// TestClientRetryNonTxn verifies that non-transactional client will
// succeed despite write/write and read/write conflicts. In the case
// where the non-transactional put can push the txn, we expect the
// transaction's value to be written after all retries are complete.
func TestClientRetryNonTxn(t *testing.T) {
defer leaktest.AfterTest(t)
s := server.StartTestServer(t)
defer s.Stop()
s.SetRangeRetryOptions(retry.Options{
InitialBackoff: 1 * time.Millisecond,
MaxBackoff: 5 * time.Millisecond,
Multiplier: 2,
MaxRetries: 1,
})
testCases := []struct {
args roachpb.Request
isolation roachpb.IsolationType
canPush bool
expAttempts int
}{
// Write/write conflicts.
{&roachpb.PutRequest{}, roachpb.SNAPSHOT, true, 2},
{&roachpb.PutRequest{}, roachpb.SERIALIZABLE, true, 2},
{&roachpb.PutRequest{}, roachpb.SNAPSHOT, false, 1},
{&roachpb.PutRequest{}, roachpb.SERIALIZABLE, false, 1},
// Read/write conflicts.
{&roachpb.GetRequest{}, roachpb.SNAPSHOT, true, 1},
{&roachpb.GetRequest{}, roachpb.SERIALIZABLE, true, 2},
{&roachpb.GetRequest{}, roachpb.SNAPSHOT, false, 1},
{&roachpb.GetRequest{}, roachpb.SERIALIZABLE, false, 1},
}
// Lay down a write intent using a txn and attempt to write to same
// key. Try this twice--once with priorities which will allow the
// intent to be pushed and once with priorities which will not.
for i, test := range testCases {
key := roachpb.Key(fmt.Sprintf("key-%d", i))
var txnPri int32 = 1
var clientPri float64 = 1
if test.canPush {
clientPri = 2
} else {
txnPri = 2
}
db, sender := createTestNotifyClient(s.Stopper(), s.ServingAddr(), -clientPri)
// doneCall signals when the non-txn read or write has completed.
doneCall := make(chan struct{})
count := 0 // keeps track of retries
pErr := db.Txn(func(txn *client.Txn) *roachpb.Error {
if test.isolation == roachpb.SNAPSHOT {
if pErr := txn.SetIsolation(roachpb.SNAPSHOT); pErr != nil {
return pErr
}
}
txn.InternalSetPriority(int32(txnPri))
count++
// Lay down the intent.
if pErr := txn.Put(key, "txn-value"); pErr != nil {
return pErr
}
// The wait group lets us pause txn until after the non-txn method has run once.
wg := sync.WaitGroup{}
// On the first true, send the non-txn put or get.
if count == 1 {
// We use a "notifying" sender here, which allows us to know exactly when the
// call has been processed; otherwise, we'd be dependent on timing.
sender.reset(&wg)
// We must try the non-txn put or get in a goroutine because
// it might have to retry and will only succeed immediately in
// the event we can push.
go func() {
var pErr *roachpb.Error
for i := 0; ; i++ {
if _, ok := test.args.(*roachpb.GetRequest); ok {
_, pErr = db.Get(key)
} else {
pErr = db.Put(key, "value")
}
if _, ok := pErr.GoError().(*roachpb.WriteIntentError); !ok {
break
}
}
close(doneCall)
if pErr != nil {
t.Fatalf("%d: expected success on non-txn call to %s; got %s", i, test.args.Method(), pErr)
}
}()
sender.wait()
}
return nil
})
if pErr != nil {
t.Fatalf("%d: expected success writing transactionally; got %s", i, pErr)
}
// Make sure non-txn put or get has finished.
<-doneCall
// Get the current value to verify whether the txn happened first.
gr, pErr := db.Get(key)
if pErr != nil {
t.Fatalf("%d: expected success getting %q: %s", i, key, pErr)
}
if _, isGet := test.args.(*roachpb.GetRequest); isGet || test.canPush {
if !bytes.Equal(gr.ValueBytes(), []byte("txn-value")) {
t.Errorf("%d: expected \"txn-value\"; got %q", i, gr.ValueBytes())
}
} else {
if !bytes.Equal(gr.ValueBytes(), []byte("value")) {
t.Errorf("%d: expected \"value\"; got %q", i, gr.ValueBytes())
}
}
if count != test.expAttempts {
t.Errorf("%d: expected %d attempt(s); got %d", i, test.expAttempts, count)
}
}
}
// updateState updates the transaction state in both the success and
// error cases, applying those updates to the corresponding txnMeta
// object when adequate. It also updates certain errors with the
// updated transaction for use by client restarts.
func (tc *TxnCoordSender) updateState(ctx context.Context, ba roachpb.BatchRequest, br *roachpb.BatchResponse, pErr *roachpb.Error) *roachpb.Error {
trace := tracer.FromCtx(ctx)
newTxn := &roachpb.Transaction{}
newTxn.Update(ba.GetTxn())
err := pErr.GoError()
switch t := err.(type) {
case nil:
newTxn.Update(br.GetTxn())
// Move txn timestamp forward to response timestamp if applicable.
// TODO(tschottdorf): see (*Replica).executeBatch and comments within.
// Looks like this isn't necessary any more, nor did it prevent a bug
// referenced in a TODO there.
newTxn.Timestamp.Forward(br.Timestamp)
case *roachpb.TransactionStatusError:
// Likely already committed or more obscure errors such as epoch or
// timestamp regressions; consider txn dead.
defer tc.cleanupTxn(trace, t.Txn)
case *roachpb.OpRequiresTxnError:
// TODO(tschottdorf): range-spanning autowrap currently broken.
panic("TODO(tschottdorf): disabled")
case *roachpb.ReadWithinUncertaintyIntervalError:
// Mark the host as certain. See the protobuf comment for
// Transaction.CertainNodes for details.
if t.NodeID == 0 {
panic("no replica set in header on uncertainty restart")
}
newTxn.CertainNodes.Add(t.NodeID)
// If the reader encountered a newer write within the uncertainty
// interval, move the timestamp forward, just past that write or
// up to MaxTimestamp, whichever comes first.
candidateTS := newTxn.MaxTimestamp
candidateTS.Backward(t.ExistingTimestamp.Add(0, 1))
newTxn.Timestamp.Forward(candidateTS)
newTxn.Restart(ba.GetUserPriority(), newTxn.Priority, newTxn.Timestamp)
t.Txn = *newTxn
case *roachpb.TransactionAbortedError:
// Increase timestamp if applicable.
newTxn.Timestamp.Forward(t.Txn.Timestamp)
newTxn.Priority = t.Txn.Priority
t.Txn = *newTxn
// Clean up the freshly aborted transaction in defer(), avoiding a
// race with the state update below.
defer tc.cleanupTxn(trace, t.Txn)
case *roachpb.TransactionPushError:
// Increase timestamp if applicable, ensuring that we're
// just ahead of the pushee.
newTxn.Timestamp.Forward(t.PusheeTxn.Timestamp.Add(0, 1))
newTxn.Restart(ba.GetUserPriority(), t.PusheeTxn.Priority-1, newTxn.Timestamp)
t.Txn = newTxn
case *roachpb.TransactionRetryError:
// Increase timestamp if applicable.
newTxn.Timestamp.Forward(t.Txn.Timestamp)
newTxn.Restart(ba.GetUserPriority(), t.Txn.Priority, newTxn.Timestamp)
t.Txn = *newTxn
case roachpb.TransactionRestartError:
// Assertion: The above cases should exhaust all ErrorDetails which
// carry a Transaction.
if pErr.Detail != nil {
panic(fmt.Sprintf("unhandled TransactionRestartError %T", err))
}
}
return func() *roachpb.Error {
if len(newTxn.ID) <= 0 {
return pErr
}
id := string(newTxn.ID)
tc.Lock()
defer tc.Unlock()
txnMeta := tc.txns[id]
// For successful transactional requests, keep the written intents and
// the updated transaction record to be sent along with the reply.
// The transaction metadata is created with the first writing operation
// TODO(tschottdorf): already computed the intents prior to sending,
// consider re-using those.
if intents := ba.GetIntents(); len(intents) > 0 && err == nil {
if txnMeta == nil {
newTxn.Writing = true
txnMeta = &txnMetadata{
txn: *newTxn,
keys: cache.NewIntervalCache(cache.Config{Policy: cache.CacheNone}),
firstUpdateNanos: tc.clock.PhysicalNow(),
lastUpdateNanos: tc.clock.PhysicalNow(),
timeoutDuration: tc.clientTimeout,
txnEnd: make(chan struct{}),
}
tc.txns[id] = txnMeta
// If the transaction is already over, there's no point in
// launching a one-off coordinator which will shut down right
// away.
if _, isEnding := ba.GetArg(roachpb.EndTransaction); !isEnding {
trace.Event("coordinator spawns")
if !tc.stopper.RunAsyncTask(func() {
tc.heartbeatLoop(id)
}) {
// The system is already draining and we can't start the
// heartbeat. We refuse new transactions for now because
// they're likely not going to have all intents committed.
// In principle, we can relax this as needed though.
tc.unregisterTxnLocked(id)
return roachpb.NewError(&roachpb.NodeUnavailableError{})
}
}
}
for _, intent := range intents {
txnMeta.addKeyRange(intent.Key, intent.EndKey)
}
}
// Update our record of this transaction, even on error.
if txnMeta != nil {
txnMeta.txn.Update(newTxn) // better to replace after #2300
if !txnMeta.txn.Writing {
panic("tracking a non-writing txn")
}
txnMeta.setLastUpdate(tc.clock.PhysicalNow())
}
if err == nil {
// For successful transactional requests, always send the updated txn
// record back.
if br.Txn == nil {
br.Txn = &roachpb.Transaction{}
}
*br.Txn = *newTxn
}
return pErr
}()
}
// Query returns datapoints for the named time series during the supplied time
// span. Data is returned as a series of consecutive data points.
//
// Data is queried only at the Resolution supplied: if data for the named time
// series is not stored at the given resolution, an empty result will be
// returned.
//
// All data stored on the server is downsampled to some degree; the data points
// returned represent the average value within a sample period. Each datapoint's
// timestamp falls in the middle of the sample period it represents.
//
// If data for the named time series was collected from multiple sources, each
// returned datapoint will represent the sum of datapoints from all sources at
// the same time. The returned string slices contains a list of all sources for
// the metric which were aggregated to produce the result.
func (db *DB) Query(query TimeSeriesQueryRequest_Query, r Resolution,
startNanos, endNanos int64) ([]*TimeSeriesDatapoint, []string, error) {
// Normalize startNanos and endNanos the nearest SampleDuration boundary.
startNanos -= startNanos % r.SampleDuration()
var rows []client.KeyValue
if len(query.Sources) == 0 {
// Based on the supplied timestamps and resolution, construct start and end
// keys for a scan that will return every key with data relevant to the
// query.
startKey := MakeDataKey(query.Name, "" /* source */, r, startNanos)
endKey := MakeDataKey(query.Name, "" /* source */, r, endNanos).PrefixEnd()
var pErr *roachpb.Error
rows, pErr = db.db.Scan(startKey, endKey, 0)
if pErr != nil {
return nil, nil, pErr.GoError()
}
} else {
b := db.db.NewBatch()
// Iterate over all key timestamps which may contain data for the given
// sources, based on the given start/end time and the resolution.
for currentTimestamp := startNanos; currentTimestamp <= endNanos; currentTimestamp += r.KeyDuration() {
for _, source := range query.Sources {
key := MakeDataKey(query.Name, source, r, currentTimestamp)
b.Get(key)
}
}
pErr := db.db.Run(b)
if pErr != nil {
return nil, nil, pErr.GoError()
}
for _, result := range b.Results {
row := result.Rows[0]
if row.Value == nil {
continue
}
rows = append(rows, row)
}
}
// Construct a new dataSpan for each distinct source encountered in the
// query. Each dataspan will contain all data queried from the same source.
sourceSpans := make(map[string]*dataSpan)
for _, row := range rows {
data := &roachpb.InternalTimeSeriesData{}
if err := row.ValueProto(data); err != nil {
return nil, nil, err
}
_, source, _, _, err := DecodeDataKey(row.Key)
if err != nil {
return nil, nil, err
}
if _, ok := sourceSpans[source]; !ok {
sourceSpans[source] = &dataSpan{
startNanos: startNanos,
sampleNanos: data.SampleDurationNanos,
datas: make([]calibratedData, 0, 1),
}
}
if err := sourceSpans[source].addData(data); err != nil {
return nil, nil, err
}
}
var responseData []*TimeSeriesDatapoint
sources := make([]string, 0, len(sourceSpans))
// Create an interpolatingIterator for each dataSpan.
iters := make(unionIterator, 0, len(sourceSpans))
for name, span := range sourceSpans {
sources = append(sources, name)
iters = append(iters, span.newIterator())
}
// Iterate through all values in the iteratorSet, adding a datapoint to
// the response for each value.
var valueFn func() float64
switch query.GetAggregator() {
case TimeSeriesQueryAggregator_AVG:
valueFn = iters.avg
case TimeSeriesQueryAggregator_AVG_RATE:
valueFn = iters.dAvg
}
iters.init()
for iters.isValid() && iters.timestamp() <= endNanos {
responseData = append(responseData, &TimeSeriesDatapoint{
TimestampNanos: iters.timestamp(),
Value: valueFn(),
})
iters.advance()
}
return responseData, sources, nil
}