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Add support for snappy compression in receivers #5575

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merged 4 commits into from
Aug 8, 2022

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fpetkovski
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@fpetkovski fpetkovski commented Aug 6, 2022

Distributing series between receivers is currently done by sending
uncompressed payloads which can lead to high inter-zone egress costs.

This commit adds support for using snappy compression for sending data
from one receiver to another.

Signed-off-by: Filip Petkovski filip.petkovsky@gmail.com

  • I added CHANGELOG entry for this change.
  • Change is not relevant to the end user.

Fixes #5572

Changes

Add support for snappy compression in receivers.

Verification

I rolled this out in one of our environments and saw similar results as the ones reported in the Cortex PR

Bandwidth across all receivers (sum(rate(container_network_transmit_bytes_total))) went from 300MiB/s to 130MiB/s
image

CPU usage did go up by a few percent as expected
image

Results for a single receiver after rolling out snappy compression

image

image

@fpetkovski fpetkovski force-pushed the snappy-compression branch 4 times, most recently from a84c5a3 to 8417002 Compare August 6, 2022 08:59
Distributing series between receivers is currently done by sending
uncompressed payloads which can lead to high inter-zone egress costs.

This commit adds support for using snappy compression for sending data
from one receiver to another.

Signed-off-by: Filip Petkovski <filip.petkovsky@gmail.com>
@fpetkovski fpetkovski changed the title Add support for snappy compression receivers Add support for snappy compression in receivers Aug 6, 2022
saswatamcode
saswatamcode previously approved these changes Aug 6, 2022
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Awesome! Thanks for noticing this! 🚀

A tiny suggestion.

@@ -859,6 +868,9 @@ func (rc *receiveConfig) registerFlag(cmd extkingpin.FlagClause) {

cmd.Flag("receive.replica-header", "HTTP header specifying the replica number of a write request.").Default(receive.DefaultReplicaHeader).StringVar(&rc.replicaHeader)

compressionOptions := strings.Join([]string{compressionNone, snappy.Name}, ", ")
cmd.Flag("receive.grpc-compression", "Compression algorithm to use for gRPC requests to other receivers. Must be one of: "+compressionOptions).Default(compressionNone).EnumVar(&rc.compression, compressionNone, snappy.Name)
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Maybe we should enable it by default here? 🙂

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Yeah, I agree. Enabling it by default makes more sense.

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I was going to suggest that for the v1 release, but even now it would make sense given the favourable tradeoff. Updated to default 👍

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Not a blocker but maybe we could use s2's (https://github.com/klauspost/compress) implementation of snappy encoding/decoding from the get go? 🤔

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Makes sense. How should we go about doing this? We can:

  • Update the dependency directly in the vendored Cortex file. This might get overwritten if we plan keep those files up to date.
  • Add a replace directive in go.mod
  • Reimplement the compressor inside pkg with the changed dependency.

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I was thinking that (3) should be straightforward since those two libraries have identical/very similar APIs? 🤔

Signed-off-by: Filip Petkovski <filip.petkovsky@gmail.com>
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Got it. We should have a different implementation now with the different library.

I suspect the test failure is a flake since I can't reproduce it locally.

Signed-off-by: Filip Petkovski <filip.petkovsky@gmail.com>
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LGTM, it would be really cool to see if there's any difference in graphs @fpetkovski if you have any free time

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Sure thing.

Here is the throughput with the current version:
image

The first section was when I tested the initial version, the second section (big jump) is the revert to the main branch. I now rolled out the latest commit from this branch and results are similar. I don't think there's a significant difference.

CPU usage does seem to be better with the latest commit through
image

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I think let's move forward with the current version based on https://github.com/klauspost/compress and then if needed in the future we can always switch back

@GiedriusS GiedriusS merged commit 6670093 into thanos-io:main Aug 8, 2022
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matej-g commented Oct 5, 2022

Just additional note on this, since we were scratching our heads a bit until we figured it out - making this default markedly increased our memory consumption, it was noticeable especially on bigger instances (normally using ~35 GB memory) we've noticed that decompressing requests takes at least additional 2-3 GB per replica, so there is a trade off here. It took us a bit until we realized this is on by default in 0.28.0.

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Receiver: reduce network bandwidth when ingesting data
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