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Refactor KMT Readme #37721
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Refactor KMT Readme #37721
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Regression DetectorRegression Detector ResultsMetrics dashboard Baseline: 6abc654 Optimization Goals: ✅ No significant changes detected
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perf | experiment | goal | Δ mean % | Δ mean % CI | trials | links |
---|---|---|---|---|---|---|
➖ | docker_containers_cpu | % cpu utilization | +2.48 | [-0.66, +5.63] | 1 | Logs |
➖ | quality_gate_logs | % cpu utilization | +2.27 | [-0.55, +5.08] | 1 | Logs bounds checks dashboard |
➖ | tcp_syslog_to_blackhole | ingress throughput | +1.16 | [+1.09, +1.22] | 1 | Logs |
➖ | quality_gate_idle_all_features | memory utilization | +0.85 | [+0.76, +0.93] | 1 | Logs bounds checks dashboard |
➖ | uds_dogstatsd_to_api_cpu | % cpu utilization | +0.34 | [-0.54, +1.22] | 1 | Logs |
➖ | uds_dogstatsd_20mb_12k_contexts_20_senders | memory utilization | +0.33 | [+0.28, +0.37] | 1 | Logs |
➖ | otlp_ingest_metrics | memory utilization | +0.19 | [+0.03, +0.34] | 1 | Logs |
➖ | ddot_logs | memory utilization | +0.15 | [+0.01, +0.29] | 1 | Logs |
➖ | file_to_blackhole_0ms_latency_http2 | egress throughput | +0.04 | [-0.58, +0.66] | 1 | Logs |
➖ | file_to_blackhole_1000ms_latency_linear_load | egress throughput | +0.03 | [-0.20, +0.26] | 1 | Logs |
➖ | file_to_blackhole_500ms_latency | egress throughput | +0.02 | [-0.55, +0.59] | 1 | Logs |
➖ | file_to_blackhole_300ms_latency | egress throughput | +0.02 | [-0.61, +0.65] | 1 | Logs |
➖ | uds_dogstatsd_to_api | ingress throughput | -0.00 | [-0.29, +0.28] | 1 | Logs |
➖ | tcp_dd_logs_filter_exclude | ingress throughput | -0.01 | [-0.04, +0.02] | 1 | Logs |
➖ | file_to_blackhole_100ms_latency | egress throughput | -0.02 | [-0.62, +0.59] | 1 | Logs |
➖ | file_to_blackhole_0ms_latency | egress throughput | -0.06 | [-0.66, +0.53] | 1 | Logs |
➖ | file_to_blackhole_1000ms_latency | egress throughput | -0.08 | [-0.70, +0.54] | 1 | Logs |
➖ | file_to_blackhole_0ms_latency_http1 | egress throughput | -0.08 | [-0.64, +0.48] | 1 | Logs |
➖ | ddot_metrics | memory utilization | -0.12 | [-0.24, +0.00] | 1 | Logs |
➖ | otlp_ingest_logs | memory utilization | -0.21 | [-0.34, -0.09] | 1 | Logs |
➖ | quality_gate_idle | memory utilization | -0.34 | [-0.42, -0.26] | 1 | Logs bounds checks dashboard |
➖ | docker_containers_memory | memory utilization | -1.06 | [-1.14, -0.98] | 1 | Logs |
➖ | file_tree | memory utilization | -2.62 | [-2.80, -2.44] | 1 | Logs |
Bounds Checks: ❌ Failed
perf | experiment | bounds_check_name | replicates_passed | links |
---|---|---|---|---|
❌ | docker_containers_memory | memory_usage | 0/10 | |
✅ | docker_containers_cpu | simple_check_run | 10/10 | |
✅ | docker_containers_memory | simple_check_run | 10/10 | |
✅ | file_to_blackhole_0ms_latency | lost_bytes | 10/10 | |
✅ | file_to_blackhole_0ms_latency | memory_usage | 10/10 | |
✅ | file_to_blackhole_0ms_latency_http1 | lost_bytes | 10/10 | |
✅ | file_to_blackhole_0ms_latency_http1 | memory_usage | 10/10 | |
✅ | file_to_blackhole_0ms_latency_http2 | lost_bytes | 10/10 | |
✅ | file_to_blackhole_0ms_latency_http2 | 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 | intake_connections | 10/10 | bounds checks dashboard |
✅ | quality_gate_idle | memory_usage | 10/10 | bounds checks dashboard |
✅ | quality_gate_idle_all_features | intake_connections | 10/10 | bounds checks dashboard |
✅ | quality_gate_idle_all_features | memory_usage | 10/10 | bounds checks dashboard |
✅ | quality_gate_logs | intake_connections | 10/10 | bounds checks dashboard |
✅ | quality_gate_logs | lost_bytes | 10/10 | bounds checks dashboard |
✅ | quality_gate_logs | 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:
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Its estimated |Δ mean %| ≥ 5.00%, indicating the change is big enough to merit a closer look.
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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.
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Its configuration does not mark it "erratic".
CI Pass/Fail Decision
✅ Passed. All Quality Gates passed.
- quality_gate_idle_all_features, bounds check memory_usage: 10/10 replicas passed. Gate passed.
- quality_gate_idle_all_features, bounds check intake_connections: 10/10 replicas passed. Gate passed.
- quality_gate_logs, bounds check lost_bytes: 10/10 replicas passed. Gate passed.
- quality_gate_logs, bounds check intake_connections: 10/10 replicas passed. Gate passed.
- quality_gate_logs, bounds check memory_usage: 10/10 replicas passed. Gate passed.
- quality_gate_idle, bounds check memory_usage: 10/10 replicas passed. Gate passed.
- quality_gate_idle, bounds check intake_connections: 10/10 replicas passed. Gate passed.
### Configure stack | ||
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We will configure the stack to launch | ||
**5. Connect to the VM** |
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I think this should not be listed in the Quick Start section, since this is more of a "power user" feature.
The normal way to interact with the VMs is to use inv kmt.test
for running tests against the VMs.
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Good Point. I agree that kmt.test is the standard way to interact with the VMs, which is why I've highlighted it as the "primary way" in that section.
I chose to include the SSH instructions as an optional, secondary step because debugging is a very common part of the development workflow. My goal for the Quick Start is to give developers the essential information to be productive right away, and that includes knowing how to inspect the environment if a test fails.
Since the section is clearly marked as optional, it shouldn't distract from the main workflow.
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This will generate a file `kmt_ssh_config` in the `~/.ssh` directory, which you can include in your config by using the line `Include ~/.ssh/kmt_ssh_config` in your `~/.ssh/config` file. Then you can then connect to the VMs using the following command: | ||
**5. Connect to the VM** |
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Same as above. This should not be part of the Quick Start
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## Getting started | ||
## Quick Start |
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I think the quick start section is too long. This section should just contain 1 recommended approach for using KMT. This means
- Initializing with
inv kmt.init
- using local VMs
- relying on KMT to generate the stack name. So no
--stack
parameter is passed. - Using
inv kmt.test
to interact with the VMs.
All other features are power-user features, which should be explained below in the documentation in detail.
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That's a good point. I agree that the Quick Start section should be as streamlined as possible for new users.
My goal was to present a complete, end-to-end example of the most common development workflow.
Based on your feedback, I've simplified the examples in the guide to better reflect the "happy path." I've removed the explicit --stack
parameter to encourage the default behavior of using the git branch name.
The Quick Start for Local VMs now presents the following essential steps for a typical session:
- kmt.init
- kmt.gen-config
- kmt.launch-stack
- kmt.status
- kmt.test (with SSH as an optional step for debugging)
- kmt.destroy-stack
I believe this structure will be a good compromise.
- `--distro`: Only list distribution images (default). | ||
- `--custom`: Only list custom kernel images. | ||
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### `kmt.create-stack` |
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Maybe we can remove this task, and remove it in subsequent PRs. This is almost never used by anyone.
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Let me keep the documentation for now. I'll open a PR to remove it both from README and the code. I'll post the PR on the internal channel asking if anyone has concerns about this command being removed before merging it.
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The file can be incrementally generated. This means a user may generate a vmset file. Launch it. Add more VMs. Launch them in the same stack. | ||
#### Incremental Configuration Examples |
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This feature does not work correctly as of today.
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Removing it from the readme. should we also cleanup the code (in a future PR), or this feature is already removed from the code?
Static quality checks✅ Please find below the results from static quality gates Successful checksInfo
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What does this PR do?
This PR provides a comprehensive rewrite of the README for the Kernel Matrix Testing (KMT). The primary goal is to improve the documentation's clarity, structure, and overall user-friendliness for both new and existing users.
Key changes include:
A new Structure:
Motivation
Provide to developers a better User Experience when using this documentation.
Describe how you validated your changes
Documentation changes only
Possible Drawbacks / Trade-offs
Additional Notes