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Remove serverless dependencies test. #31149

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merged 6 commits into from
Nov 25, 2024
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What does this PR do?

Reverts #25866 and #24770.

Motivation

Now that we are moving to bottlecap by default, we no longer care about the cold start time here in the extension code.

Describe how to test/QA your changes

Possible Drawbacks / Trade-offs

Additional Notes

@purple4reina purple4reina requested review from a team as code owners November 15, 2024 21:55
@purple4reina purple4reina added changelog/no-changelog team/serverless qa/done QA done before merge and regressions are covered by tests labels Nov 15, 2024
@purple4reina purple4reina added this to the Triage milestone Nov 15, 2024
@github-actions github-actions bot added the long review PR is complex, plan time to review it label Nov 15, 2024
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agent-platform-auto-pr bot commented Nov 15, 2024

Gitlab CI Configuration Changes

Removed Jobs

  • golang_deps_test

Changes Summary

Removed Modified Added Renamed
1 0 0 0

ℹ️ Diff available in the job log.

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Test changes on VM

Use this command from test-infra-definitions to manually test this PR changes on a VM:

inv create-vm --pipeline-id=49189471 --os-family=ubuntu

Note: This applies to commit d6e47ae

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cit-pr-commenter bot commented Nov 15, 2024

Regression Detector

Regression Detector Results

Metrics dashboard
Target profiles
Run ID: aeabbc40-1035-43d0-b0a6-13fd35aa25c5

Baseline: 88703d8
Comparison: a239545
Diff

Optimization Goals: ✅ No significant changes detected

Fine details of change detection per experiment

perf experiment goal Δ mean % Δ mean % CI trials links
pycheck_lots_of_tags % cpu utilization +2.45 [-1.10, +6.01] 1 Logs
quality_gate_idle_all_features memory utilization +1.79 [+1.62, +1.95] 1 Logs bounds checks dashboard
tcp_syslog_to_blackhole ingress throughput +0.72 [+0.66, +0.79] 1 Logs
otel_to_otel_logs ingress throughput +0.20 [-0.44, +0.84] 1 Logs
file_to_blackhole_1000ms_latency_linear_load egress throughput +0.17 [-0.29, +0.62] 1 Logs
uds_dogstatsd_to_api ingress throughput +0.01 [-0.08, +0.10] 1 Logs
tcp_dd_logs_filter_exclude ingress throughput -0.00 [-0.02, +0.01] 1 Logs
file_to_blackhole_0ms_latency egress throughput -0.00 [-0.85, +0.84] 1 Logs
file_to_blackhole_100ms_latency egress throughput -0.01 [-0.77, +0.75] 1 Logs
file_to_blackhole_300ms_latency egress throughput -0.01 [-0.64, +0.62] 1 Logs
file_to_blackhole_500ms_latency egress throughput -0.02 [-0.79, +0.76] 1 Logs
file_to_blackhole_1000ms_latency egress throughput -0.13 [-0.90, +0.63] 1 Logs
basic_py_check % cpu utilization -0.54 [-4.36, +3.28] 1 Logs
uds_dogstatsd_to_api_cpu % cpu utilization -0.59 [-1.31, +0.14] 1 Logs
file_tree memory utilization -0.62 [-0.72, -0.52] 1 Logs
quality_gate_idle memory utilization -0.74 [-0.80, -0.67] 1 Logs bounds checks dashboard

Bounds Checks: ✅ Passed

perf experiment bounds_check_name replicates_passed links
file_to_blackhole_0ms_latency lost_bytes 10/10
file_to_blackhole_0ms_latency memory_usage 10/10
file_to_blackhole_1000ms_latency memory_usage 10/10
file_to_blackhole_1000ms_latency_linear_load memory_usage 10/10
file_to_blackhole_100ms_latency lost_bytes 10/10
file_to_blackhole_100ms_latency memory_usage 10/10
file_to_blackhole_300ms_latency lost_bytes 10/10
file_to_blackhole_300ms_latency memory_usage 10/10
file_to_blackhole_500ms_latency lost_bytes 10/10
file_to_blackhole_500ms_latency memory_usage 10/10
quality_gate_idle memory_usage 10/10 bounds checks dashboard
quality_gate_idle_all_features memory_usage 10/10 bounds checks dashboard

Explanation

Confidence level: 90.00%
Effect size tolerance: |Δ mean %| ≥ 5.00%

Performance changes are noted in the perf column of each table:

  • ✅ = significantly better comparison variant performance
  • ❌ = significantly worse comparison variant performance
  • ➖ = no significant change in performance

A regression test is an A/B test of target performance in a repeatable rig, where "performance" is measured as "comparison variant minus baseline variant" for an optimization goal (e.g., ingress throughput). Due to intrinsic variability in measuring that goal, we can only estimate its mean value for each experiment; we report uncertainty in that value as a 90.00% confidence interval denoted "Δ mean % CI".

For each experiment, we decide whether a change in performance is a "regression" -- a change worth investigating further -- if all of the following criteria are true:

  1. Its estimated |Δ mean %| ≥ 5.00%, indicating the change is big enough to merit a closer look.

  2. Its 90.00% confidence interval "Δ mean % CI" does not contain zero, indicating that if our statistical model is accurate, there is at least a 90.00% chance there is a difference in performance between baseline and comparison variants.

  3. Its configuration does not mark it "erratic".

CI Pass/Fail Decision

Passed. All Quality Gates passed.

  • quality_gate_idle, bounds check memory_usage: 10/10 replicas passed. Gate passed.
  • quality_gate_idle_all_features, bounds check memory_usage: 10/10 replicas passed. Gate passed.

tasks/go_deps.py Outdated
'arch': f'The architecture to use, one of {", ".join(GOARCH_MAPPING.keys())}. Defaults to host architecture',
}
)
def show(ctx: Context, build: str, flavor: str = AgentFlavor.base.name, os: str | None = None, arch: str | None = None):
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Can you leave this invoke task please ? I think it's still useful

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Agree with that. I would just remove the CI check and leave all the invoke task as they might be useful for other uscases in the future 😄

// This product includes software developed at Datadog (https://www.datadoghq.com/).
// Copyright 2016-present Datadog, Inc.

package binarysize
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Should we remove this one as well?

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I feel like this one is still mildly helpful. While it's okay that the binary size increases now, it's still not ideal. It seems like we've determined that github.com/h2non/filetype is one culprit.

Happy to hear your thoughts otherwise though! I'm all about deleting code. 😅

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Actually, I take this back. I will delete this test. This PR is adding this, it wasn't there previously. We don't need it, so why add it?

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Let's remove the Gitlab checks and the cmd/serverless/*.txt files, but leave the invoke tasks, as we might use them for other binaries

@purple4reina purple4reina force-pushed the rey.abolofia/rm-dep-test branch from b998cb0 to 8c39607 Compare November 25, 2024 20:12
@purple4reina purple4reina force-pushed the rey.abolofia/rm-dep-test branch from 8c39607 to a239545 Compare November 25, 2024 20:14
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/merge

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dd-devflow bot commented Nov 25, 2024

Devflow running: /merge

View all feedbacks in Devflow UI.


2024-11-25 20:15:14 UTC ℹ️ MergeQueue: waiting for PR to be ready

This merge request is not mergeable yet, because of pending checks/missing approvals. It will be added to the queue as soon as checks pass and/or get approvals.
Note: if you pushed new commits since the last approval, you may need additional approval.
You can remove it from the waiting list with /remove command.


2024-11-25 21:01:22 UTC ℹ️ MergeQueue: merge request added to the queue

The median merge time in main is 23m.

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📥 📢 Info, this pull request increases the binary size of serverless extension by 0 bytes. Each MB of binary size increase means about 10ms of additional cold start time, so this pull request would increase cold start time by 0ms.

Debug info

If you have questions, we are happy to help, come visit us in the #serverless slack channel and provide a link to this comment.

We suggest you consider adding the !serverless build tag to remove any new dependencies not needed in the serverless extension.

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Serverless Benchmark Results

BenchmarkStartEndInvocation comparison between 88703d8 and 9bbb693.

tl;dr

Use these benchmarks as an insight tool during development.

  1. Skim down the vs base column in each chart. If there is a ~, then there was no statistically significant change to the benchmark. Otherwise, ensure the estimated percent change is either negative or very small.

  2. The last row of each chart is the geomean. Ensure this percentage is either negative or very small.

What is this benchmarking?

The BenchmarkStartEndInvocation compares the amount of time it takes to call the start-invocation and end-invocation endpoints. For universal instrumentation languages (Dotnet, Golang, Java, Ruby), this represents the majority of the duration overhead added by our tracing layer.

The benchmark is run using a large variety of lambda request payloads. In the charts below, there is one row for each event payload type.

How do I interpret these charts?

The charts below comes from benchstat. They represent the statistical change in duration (sec/op), memory overhead (B/op), and allocations (allocs/op).

The benchstat docs explain how to interpret these charts.

Before the comparison table, we see common file-level configuration. If there are benchmarks with different configuration (for example, from different packages), benchstat will print separate tables for each configuration.

The table then compares the two input files for each benchmark. It shows the median and 95% confidence interval summaries for each benchmark before and after the change, and an A/B comparison under "vs base". ... The p-value measures how likely it is that any differences were due to random chance (i.e., noise). The "~" means benchstat did not detect a statistically significant difference between the two inputs. ...

Note that "statistically significant" is not the same as "large": with enough low-noise data, even very small changes can be distinguished from noise and considered statistically significant. It is, of course, generally easier to distinguish large changes from noise.

Finally, the last row of the table shows the geometric mean of each column, giving an overall picture of how the benchmarks changed. Proportional changes in the geomean reflect proportional changes in the benchmarks. For example, given n benchmarks, if sec/op for one of them increases by a factor of 2, then the sec/op geomean will increase by a factor of ⁿ√2.

I need more help

First off, do not worry if the benchmarks are failing. They are not tests. The intention is for them to be a tool for you to use during development.

If you would like a hand interpreting the results come chat with us in #serverless-agent in the internal DataDog slack or in #serverless in the public DataDog slack. We're happy to help!

Benchmark stats
goos: linux
goarch: amd64
pkg: github.com/DataDog/datadog-agent/pkg/serverless/daemon
cpu: AMD EPYC 7763 64-Core Processor                
                                      │ baseline/benchmark.log │        current/benchmark.log         │
                                      │         sec/op         │    sec/op     vs base                │
api-gateway-appsec.json                            82.57µ ± 4%    84.12µ ± 2%        ~ (p=0.436 n=10)
api-gateway-kong-appsec.json                       63.52µ ± 1%    65.91µ ± 1%   +3.78% (p=0.000 n=10)
api-gateway-kong.json                              61.52µ ± 1%    63.73µ ± 2%   +3.59% (p=0.000 n=10)
api-gateway-non-proxy-async.json                   96.64µ ± 1%    99.51µ ± 1%   +2.97% (p=0.000 n=10)
api-gateway-non-proxy.json                         95.76µ ± 1%   100.57µ ± 2%   +5.02% (p=0.002 n=10)
api-gateway-websocket-connect.json                 63.25µ ± 1%    65.13µ ± 3%   +2.98% (p=0.000 n=10)
api-gateway-websocket-default.json                 55.97µ ± 1%    59.22µ ± 2%   +5.80% (p=0.000 n=10)
api-gateway-websocket-disconnect.json              55.37µ ± 2%    60.33µ ± 2%   +8.95% (p=0.000 n=10)
api-gateway.json                                   103.9µ ± 1%    108.9µ ± 2%   +4.82% (p=0.000 n=10)
application-load-balancer.json                     55.89µ ± 2%    59.77µ ± 1%   +6.95% (p=0.000 n=10)
cloudfront.json                                    42.62µ ± 1%    45.27µ ± 2%   +6.20% (p=0.000 n=10)
cloudwatch-events.json                             34.59µ ± 2%    37.17µ ± 1%   +7.45% (p=0.000 n=10)
cloudwatch-logs.json                               56.37µ ± 2%    60.86µ ± 1%   +7.95% (p=0.000 n=10)
custom.json                                        28.39µ ± 2%    31.56µ ± 2%  +11.16% (p=0.000 n=10)
dynamodb.json                                      84.05µ ± 2%    87.39µ ± 1%   +3.98% (p=0.001 n=10)
empty.json                                         26.62µ ± 2%    29.12µ ± 1%   +9.40% (p=0.000 n=10)
eventbridge-custom.json                            42.56µ ± 1%    46.08µ ± 2%   +8.29% (p=0.000 n=10)
eventbridge-no-bus.json                            41.55µ ± 1%    44.58µ ± 1%   +7.29% (p=0.000 n=10)
eventbridge-no-timestamp.json                      41.19µ ± 1%    44.41µ ± 1%   +7.83% (p=0.000 n=10)
eventbridgesns.json                                56.81µ ± 2%    60.91µ ± 2%   +7.21% (p=0.000 n=10)
eventbridgesqs.json                                63.87µ ± 1%    68.28µ ± 2%   +6.90% (p=0.000 n=10)
http-api.json                                      65.12µ ± 1%    68.07µ ± 1%   +4.53% (p=0.000 n=10)
kinesis-batch.json                                 64.08µ ± 2%    66.57µ ± 1%   +3.88% (p=0.000 n=10)
kinesis.json                                       49.40µ ± 2%    52.46µ ± 1%   +6.20% (p=0.000 n=10)
s3.json                                            54.75µ ± 2%    56.72µ ± 1%   +3.59% (p=0.000 n=10)
sns-batch.json                                     82.73µ ± 2%    86.75µ ± 1%   +4.85% (p=0.000 n=10)
sns.json                                           61.54µ ± 1%    64.08µ ± 2%   +4.14% (p=0.000 n=10)
snssqs.json                                        105.8µ ± 2%    109.7µ ± 1%   +3.68% (p=0.000 n=10)
snssqs_no_dd_context.json                          94.93µ ± 1%    97.80µ ± 3%   +3.03% (p=0.002 n=10)
sqs-aws-header.json                                53.56µ ± 1%    55.88µ ± 2%   +4.34% (p=0.000 n=10)
sqs-batch.json                                     85.86µ ± 2%    88.67µ ± 2%   +3.28% (p=0.001 n=10)
sqs.json                                           65.14µ ± 2%    67.87µ ± 1%   +4.19% (p=0.000 n=10)
sqs_no_dd_context.json                             61.73µ ± 1%    63.09µ ± 1%   +2.20% (p=0.000 n=10)
stepfunction.json                                  41.40µ ± 3%    44.22µ ± 3%   +6.81% (p=0.000 n=10)
geomean                                            59.45µ         62.67µ        +5.42%

                                      │ baseline/benchmark.log │        current/benchmark.log        │
                                      │          B/op          │     B/op      vs base               │
api-gateway-appsec.json                           37.32Ki ± 0%   37.32Ki ± 0%       ~ (p=0.423 n=10)
api-gateway-kong-appsec.json                      26.90Ki ± 0%   26.90Ki ± 0%       ~ (p=0.268 n=10)
api-gateway-kong.json                             24.37Ki ± 0%   24.37Ki ± 0%       ~ (p=0.725 n=10)
api-gateway-non-proxy-async.json                  47.99Ki ± 0%   47.99Ki ± 0%       ~ (p=0.781 n=10)
api-gateway-non-proxy.json                        47.17Ki ± 0%   47.17Ki ± 0%  +0.01% (p=0.011 n=10)
api-gateway-websocket-connect.json                25.37Ki ± 0%   25.37Ki ± 0%       ~ (p=0.164 n=10)
api-gateway-websocket-default.json                21.26Ki ± 0%   21.26Ki ± 0%       ~ (p=0.542 n=10)
api-gateway-websocket-disconnect.json             21.02Ki ± 0%   21.02Ki ± 0%       ~ (p=0.584 n=10)
api-gateway.json                                  49.27Ki ± 0%   49.26Ki ± 0%       ~ (p=0.098 n=10)
application-load-balancer.json                    23.06Ki ± 0%   23.06Ki ± 0%       ~ (p=0.274 n=10)
cloudfront.json                                   17.45Ki ± 0%   17.45Ki ± 0%  +0.01% (p=0.003 n=10)
cloudwatch-events.json                            11.52Ki ± 0%   11.52Ki ± 0%       ~ (p=0.181 n=10)
cloudwatch-logs.json                              53.04Ki ± 0%   53.04Ki ± 0%       ~ (p=0.085 n=10)
custom.json                                       9.543Ki ± 0%   9.544Ki ± 0%  +0.01% (p=0.015 n=10)
dynamodb.json                                     40.33Ki ± 0%   40.33Ki ± 0%       ~ (p=1.000 n=10)
empty.json                                        9.081Ki ± 0%   9.082Ki ± 0%  +0.01% (p=0.027 n=10)
eventbridge-custom.json                           14.67Ki ± 0%   14.67Ki ± 0%       ~ (p=0.116 n=10)
eventbridge-no-bus.json                           13.63Ki ± 0%   13.63Ki ± 0%       ~ (p=0.704 n=10)
eventbridge-no-timestamp.json                     13.63Ki ± 0%   13.63Ki ± 0%       ~ (p=0.283 n=10)
eventbridgesns.json                               20.46Ki ± 0%   20.46Ki ± 0%       ~ (p=0.083 n=10)
eventbridgesqs.json                               24.59Ki ± 0%   24.60Ki ± 0%  +0.01% (p=0.041 n=10)
http-api.json                                     23.31Ki ± 0%   23.31Ki ± 0%       ~ (p=0.837 n=10)
kinesis-batch.json                                26.53Ki ± 0%   26.53Ki ± 0%       ~ (p=0.710 n=10)
kinesis.json                                      17.40Ki ± 0%   17.40Ki ± 0%       ~ (p=0.285 n=10)
s3.json                                           19.90Ki ± 0%   19.90Ki ± 0%       ~ (p=0.647 n=10)
sns-batch.json                                    39.07Ki ± 0%   39.07Ki ± 0%       ~ (p=0.795 n=10)
sns.json                                          24.49Ki ± 0%   24.49Ki ± 0%       ~ (p=0.316 n=10)
snssqs.json                                       52.74Ki ± 0%   52.74Ki ± 0%       ~ (p=0.337 n=10)
snssqs_no_dd_context.json                         46.49Ki ± 0%   46.49Ki ± 0%       ~ (p=0.620 n=10)
sqs-aws-header.json                               18.77Ki ± 0%   18.78Ki ± 0%  +0.07% (p=0.019 n=10)
sqs-batch.json                                    41.26Ki ± 0%   41.26Ki ± 0%       ~ (p=0.414 n=10)
sqs.json                                          25.39Ki ± 0%   25.39Ki ± 0%       ~ (p=0.144 n=10)
sqs_no_dd_context.json                            21.04Ki ± 0%   21.04Ki ± 0%       ~ (p=0.567 n=10)
stepfunction.json                                 13.54Ki ± 0%   13.54Ki ± 0%  +0.01% (p=0.020 n=10)
geomean                                           24.14Ki        24.14Ki       +0.00%

                                      │ baseline/benchmark.log │        current/benchmark.log        │
                                      │       allocs/op        │ allocs/op   vs base                 │
api-gateway-appsec.json                             630.0 ± 0%   630.0 ± 0%       ~ (p=1.000 n=10) ¹
api-gateway-kong-appsec.json                        488.0 ± 0%   488.0 ± 0%       ~ (p=1.000 n=10) ¹
api-gateway-kong.json                               466.0 ± 0%   466.0 ± 0%       ~ (p=1.000 n=10) ¹
api-gateway-non-proxy-async.json                    723.0 ± 0%   723.0 ± 0%       ~ (p=1.000 n=10) ¹
api-gateway-non-proxy.json                          713.0 ± 0%   713.0 ± 0%       ~ (p=1.000 n=10) ¹
api-gateway-websocket-connect.json                  451.0 ± 0%   451.0 ± 0%       ~ (p=0.582 n=10)
api-gateway-websocket-default.json                  376.0 ± 0%   376.0 ± 0%       ~ (p=1.000 n=10) ¹
api-gateway-websocket-disconnect.json               366.0 ± 0%   366.0 ± 0%       ~ (p=1.000 n=10) ¹
api-gateway.json                                    785.0 ± 0%   785.0 ± 0%       ~ (p=1.000 n=10) ¹
application-load-balancer.json                      349.0 ± 0%   349.0 ± 0%       ~ (p=1.000 n=10) ¹
cloudfront.json                                     281.0 ± 0%   281.0 ± 0%       ~ (p=1.000 n=10) ¹
cloudwatch-events.json                              218.0 ± 0%   218.0 ± 0%       ~ (p=1.000 n=10) ¹
cloudwatch-logs.json                                211.0 ± 0%   211.0 ± 0%       ~ (p=1.000 n=10) ¹
custom.json                                         166.0 ± 0%   166.0 ± 0%       ~ (p=1.000 n=10) ¹
dynamodb.json                                       582.0 ± 0%   582.0 ± 0%       ~ (p=1.000 n=10) ¹
empty.json                                          157.0 ± 0%   157.0 ± 0%       ~ (p=1.000 n=10) ¹
eventbridge-custom.json                             261.0 ± 0%   261.0 ± 0%       ~ (p=1.000 n=10) ¹
eventbridge-no-bus.json                             252.0 ± 0%   252.0 ± 0%       ~ (p=1.000 n=10) ¹
eventbridge-no-timestamp.json                       252.0 ± 0%   252.0 ± 0%       ~ (p=1.000 n=10) ¹
eventbridgesns.json                                 318.0 ± 0%   318.0 ± 0%       ~ (p=1.000 n=10) ¹
eventbridgesqs.json                                 358.0 ± 0%   358.0 ± 0%       ~ (p=1.000 n=10) ¹
http-api.json                                       424.0 ± 0%   424.0 ± 0%       ~ (p=1.000 n=10) ¹
kinesis-batch.json                                  383.0 ± 0%   383.0 ± 0%       ~ (p=1.000 n=10) ¹
kinesis.json                                        279.0 ± 0%   279.0 ± 0%       ~ (p=1.000 n=10) ¹
s3.json                                             351.0 ± 0%   351.0 ± 0%       ~ (p=1.000 n=10) ¹
sns-batch.json                                      465.0 ± 0%   465.0 ± 0%       ~ (p=1.000 n=10) ¹
sns.json                                            336.0 ± 0%   336.0 ± 0%       ~ (p=1.000 n=10) ¹
snssqs.json                                         460.0 ± 0%   460.0 ± 0%       ~ (p=1.000 n=10) ¹
snssqs_no_dd_context.json                           420.0 ± 0%   420.0 ± 0%       ~ (p=1.000 n=10) ¹
sqs-aws-header.json                                 276.0 ± 0%   276.0 ± 0%       ~ (p=1.000 n=10) ¹
sqs-batch.json                                      500.0 ± 0%   500.0 ± 0%       ~ (p=1.000 n=10) ¹
sqs.json                                            351.0 ± 0%   351.0 ± 0%       ~ (p=1.000 n=10) ¹
sqs_no_dd_context.json                              337.0 ± 0%   337.0 ± 0%       ~ (p=1.000 n=10) ¹
stepfunction.json                                   226.0 ± 0%   226.0 ± 0%       ~ (p=1.000 n=10) ¹
geomean                                             360.0        360.0       +0.00%
¹ all samples are equal

@dd-mergequeue dd-mergequeue bot merged commit 30d51b5 into main Nov 25, 2024
230 of 233 checks passed
@dd-mergequeue dd-mergequeue bot deleted the rey.abolofia/rm-dep-test branch November 25, 2024 21:31
@github-actions github-actions bot modified the milestones: Triage, 7.61.0 Nov 25, 2024
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