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Ingestion Performance improvements #653

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janezpodhostnik
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Closes: #???

Description

  • backfill speed is 50b/s right now
  • switching the backfill from a stream to a batch get events makes this 750 b/s but there is still cleanup to do
  • I think we can get even faster, because we are not CPU or memory bound.

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@janezpodhostnik janezpodhostnik self-assigned this Nov 8, 2024
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@bluesign
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is there a problem with streaming part on AN or some configuration problem ? 50 b/s seems super low

Base automatically changed from janez/storage-fixes to feature/local-tx-reexecution November 13, 2024 13:12
@janezpodhostnik
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janezpodhostnik commented Nov 13, 2024

@bluesign the streaming api has a heartbeat rate of 50/s. We could increase that by an order of magnitude or 2, but the batch request will still be faster, because the rate limit is 100/s (this seems to hold up in practice as well) and you can request 250 blocks.

With the change here, we don't hit the 2.5 kb/s limit though. There is now a different bottleneck, and I think it might be pebble disk IO. A future optimization might be not committing a pebble batch until it contains at least X transactions/blocks.

@janezpodhostnik janezpodhostnik changed the title Performance improvements PoC Ingestion Performance improvements Nov 13, 2024
@janezpodhostnik janezpodhostnik marked this pull request as ready for review November 13, 2024 14:44
@@ -40,13 +40,15 @@ var Cmd = &cobra.Command{
os.Exit(1)
}

ctx, cancel := context.WithCancel(context.Background())
ctx, cancel := context.WithCancel(command.Context())
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The changes in this files are not needed for performance, but they made it slightly easier to test things, so I left them in.

// if heartbeat interval with no data still update the cadence height
if events.Empty() {
if err := e.blocks.SetLatestCadenceHeight(events.CadenceHeight(), nil); err != nil {
if err := e.blocks.SetLatestCadenceHeight(events.CadenceHeight(), batch); err != nil {
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This was a bug

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Nice 👌

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@m-Peter m-Peter left a comment

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LGTM! 👏

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m-Peter commented Nov 13, 2024

@janezpodhostnik I believe the Test_Subscribing test case might need update, because CI is failing with a 10minute timeout.

@bluesign
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@janezpodhostnik yeah it makes sense, but I think it also makes sense to publish checkpoint tbh.

I think it makes no sense people to hammer ANs with getEvents, also there will be need for ledger data. I think separating pebbleDB per spork and sharing it via sporks.json ( and client downloading from gcp for backfill ) would be more ideal solution.

@janezpodhostnik
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@bluesign Definitely! Checkpoints would be great they would speed up bootstrapping and reduce pressure on ANs.

@@ -195,7 +197,7 @@ func (r *RPCEventSubscriber) subscribe(ctx context.Context, height uint64) <-cha
// and check for each event it receives whether we reached the end, if we reach the end it will increase
// the height by one (next height), and check if we are still in previous sporks, if so repeat everything,
// otherwise return.
func (r *RPCEventSubscriber) backfill(ctx context.Context, height uint64) <-chan models.BlockEvents {
func (r *RPCEventSubscriber) backfill(ctx context.Context, currentHeight uint64) <-chan models.BlockEvents {
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Suggested change
func (r *RPCEventSubscriber) backfill(ctx context.Context, currentHeight uint64) <-chan models.BlockEvents {
func (r *RPCEventSubscriber) backfill(ctx context.Context, currentCadenceHeight uint64) <-chan models.BlockEvents {

Uint64("start-height", height).
Uint64("last-spork-height", latestHeight).
Msg("backfilling spork")
Uint64("next-height", currentHeight).
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Suggested change
Uint64("next-height", currentHeight).
Uint64("next-cadence-height", currentHeight).


r.logger.Debug().Msg(fmt.Sprintf("backfilling [%d / %d]...", ev.Events.CadenceHeight(), latestHeight))
func (r *RPCEventSubscriber) backfillSpork(ctx context.Context, fromHeight uint64, eventsChan chan<- models.BlockEvents) (uint64, error) {
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Suggested change
func (r *RPCEventSubscriber) backfillSpork(ctx context.Context, fromHeight uint64, eventsChan chan<- models.BlockEvents) (uint64, error) {
func (r *RPCEventSubscriber) backfillSpork(ctx context.Context, fromCadenceHeight uint64, eventsChan chan<- models.BlockEvents) (uint64, error) {

Comment on lines 282 to 293
// sort both, just in case
sort.Slice(blocks, func(i, j int) bool {
return blocks[i].Height < blocks[j].Height
})
sort.Slice(transactions, func(i, j int) bool {
return transactions[i].Height < transactions[j].Height
})

if len(transactions) != len(blocks) {
return 0, fmt.Errorf("transactions and blocks have different length")
}
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We can perform the check first

Suggested change
// sort both, just in case
sort.Slice(blocks, func(i, j int) bool {
return blocks[i].Height < blocks[j].Height
})
sort.Slice(transactions, func(i, j int) bool {
return transactions[i].Height < transactions[j].Height
})
if len(transactions) != len(blocks) {
return 0, fmt.Errorf("transactions and blocks have different length")
}
if len(transactions) != len(blocks) {
return 0, fmt.Errorf("transactions and blocks have different length")
}
// sort both, just in case
sort.Slice(blocks, func(i, j int) bool {
return blocks[i].Height < blocks[j].Height
})
sort.Slice(transactions, func(i, j int) bool {
return transactions[i].Height < transactions[j].Height
})


r.logger.Debug().Msg(fmt.Sprintf("backfilling [%d / %d]...", ev.Events.CadenceHeight(), latestHeight))
func (r *RPCEventSubscriber) backfillSpork(ctx context.Context, fromHeight uint64, eventsChan chan<- models.BlockEvents) (uint64, error) {
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can you add comment to this function to explain the Spork in the name? and also the return value?

Is the returned height the first height for the next spork of the fromHeight?

Msg("completed backfilling")

return
}

latestHeight, err := r.client.GetLatestHeightForSpork(ctx, height)
currentHeight, err := r.backfillSpork(ctx, currentHeight, eventsChan)
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Why backfill only takes one height, instead of a [from-to] height range?

Would it be more clear that we query the height range that needs to be backfilled and make the backfillSpork function take the height range instead?

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Awesome 👏

@janezpodhostnik janezpodhostnik merged commit b3212e0 into feature/local-tx-reexecution Nov 14, 2024
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@janezpodhostnik janezpodhostnik deleted the janez/performace-changes branch November 14, 2024 11:54
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4 participants