test ai pick case scenario by LiliDeng · Pull Request #4367 · microsoft/lisa

LiliDeng · 2026-03-20T03:32:14Z

Description

Related Issue

Type of Change

Checklist

Description is filled in above
No credentials, secrets, or internal details are included
Peer review requested (if not, add required peer reviewers after raising PR)
Tests executed and results posted below

Test Validation

Key Test Cases:

Impacted LISA Features:

Tested Azure Marketplace Images:

Test Results

Image	VM Size	Result
		PASSED / FAILED / SKIPPED

Copilot

Pull request overview

This PR introduces an AI-driven GitHub Actions workflow to select and run relevant LISA test cases for PR validation, along with a dedicated runbook, and a small tweak to provisioning smoke-test panic labeling.

Changes:

Added a new GitHub Actions workflow (ai-test-selection.yml) that calls a selector script to choose test cases and then runs LISA in Azure.
Added an AI test selection helper script (.github/scripts/ai_select_cases.py) and a new runbook (lisa/microsoft/runbook/ai_selected.yml) intended for running selected cases.
Updated provisioning smoke-test serial-console panic stage label in one failure path.

Reviewed changes

Copilot reviewed 4 out of 4 changed files in this pull request and generated 5 comments.

File	Description
`lisa/microsoft/testsuites/core/provisioning.py`	Adjusts the `SerialConsole.check_panic()` stage string used when SSH port readiness fails.
`lisa/microsoft/runbook/ai_selected.yml`	Adds a runbook intended to run testcases by a variable-provided name pattern.
`.github/workflows/ai-test-selection.yml`	Adds a multi-job workflow to select tests via GitHub Models, run selected LISA tests on Azure, and report results back to the PR.
`.github/scripts/ai_select_cases.py`	Implements test enumeration + GitHub Models call + outputs selected case list and a runbook fragment.

.github/workflows/ai-test-selection.yml

.github/scripts/ai_select_cases.py

lisa/microsoft/testsuites/core/provisioning.py

lisa/microsoft/runbook/ai_selected.yml

.github/workflows/ai-test-selection.yml

Copilot

Pull request overview

Copilot reviewed 5 out of 5 changed files in this pull request and generated 5 comments.

.github/workflows/ai-test-selection.yml

.github/scripts/ai_select_cases.py

.github/workflows/ai-test-selection.yml

lisa/microsoft/testsuites/core/provisioning.py

.github/workflows/ai-test-selection.yml

Copilot

Pull request overview

Copilot reviewed 5 out of 5 changed files in this pull request and generated 5 comments.

lisa/microsoft/runbook/ai_selected.yml

.github/workflows/ai-test-selection.yml

.github/scripts/ai_select_cases.py

.github/workflows/ai-test-selection.yml

Copilot

Pull request overview

Copilot reviewed 5 out of 5 changed files in this pull request and generated 3 comments.

.github/workflows/ai-test-selection.yml

Copilot

Pull request overview

Copilot reviewed 5 out of 5 changed files in this pull request and generated 5 comments.

.github/workflows/ai-test-selection.yml

.github/scripts/ai_select_cases.py

Copilot

Pull request overview

Copilot reviewed 5 out of 5 changed files in this pull request and generated 5 comments.

.github/workflows/ai-test-selection.yml

.github/scripts/ai_select_cases.py

Copilot

Pull request overview

Copilot reviewed 5 out of 5 changed files in this pull request and generated 3 comments.

lisa/microsoft/testsuites/core/provisioning.py

Copilot · 2026-03-20T15:55:49Z

.github/workflows/ai-test-selection.yml

+on:
+  pull_request:
+    branches:
+      - main


This workflow runs on pull_request and uses Azure secrets/OIDC. For PRs from forks, secrets are not available (leading to failures), and more importantly, you generally don’t want to run privileged Azure jobs for untrusted contributors. Add a guard (job-level if) to only run the Azure portions when the PR is from the same repository (e.g., github.event.pull_request.head.repo.fork == false) and/or when the author is trusted, while still allowing the “select tests” and “report” steps to run safely.

Copilot · 2026-03-20T15:55:49Z

.github/workflows/ai-test-selection.yml

+      - name: Azure Login (OIDC)
+        uses: azure/login@v2
+        with:
+          client-id: ${{ secrets.AZURE_CLIENT_ID }}
+          tenant-id: ${{ secrets.AZURE_TENANT_ID }}
+          subscription-id: ${{ secrets.AZURE_SUBSCRIPTION_ID }}


This workflow runs on pull_request and uses Azure secrets/OIDC. For PRs from forks, secrets are not available (leading to failures), and more importantly, you generally don’t want to run privileged Azure jobs for untrusted contributors. Add a guard (job-level if) to only run the Azure portions when the PR is from the same repository (e.g., github.event.pull_request.head.repo.fork == false) and/or when the author is trusted, while still allowing the “select tests” and “report” steps to run safely.

github-actions · 2026-03-30T04:20:10Z

🤖 AI Test Selection

No test cases were selected for this PR.

github-actions · 2026-03-30T04:33:24Z

🤖 AI Test Selection

No test cases were selected for this PR.

github-actions · 2026-03-30T05:12:30Z

✅ AI Test Selection — PASSED

7 test case(s) selected (view run)

Marketplace image: suse sles-15-sp6-arm64 gen2 latest

	Count
✅ Passed	3
❌ Failed	0
⏭️ Skipped	4
Total	7

Test case details

Test Case	Status	Time (s)	Message
verify_azure_vm_snp_enablement (lisa_0_0)	⏭️ SKIPPED	0.000	deployment skipped: ["Requirement mismatch: architecture type/requirement not supported in capability. requirement: allo
verify_sgx (lisa_0_4)	⏭️ SKIPPED	0.000	deployment skipped: ["Requirement mismatch: no feature 'ACC' found in capability; architecture type/requirement not supp
verify_lsvmbus (lisa_0_5)	⏭️ SKIPPED	0.000	deployment skipped: capability doesn't support requirement: ['security_profile/requirement not supported in capability.
smoke_test (lisa_0_1)	✅ PASSED	53.408
verify_serial_console (lisa_0_2)	✅ PASSED	52.096
verify_vmbus_devices_channels (lisa_0_3)	✅ PASSED	19.037
verify_net_conntrack (lisa_0_6)	⏭️ SKIPPED	9.866	before_case skipped: Unsupported system: 'SUSE Linux Enterprise Server 15 SP6'. Intended to run on CBLMariner 3.0 or hig

github-actions · 2026-03-30T05:13:00Z

🤖 AI Test Selection

No test cases were selected for this PR.

github-actions · 2026-03-30T05:20:06Z

✅ AI Test Selection — PASSED

8 test case(s) selected (view run)

Marketplace image: suse sles-15-sp6-arm64 gen2 latest

	Count
✅ Passed	6
❌ Failed	0
⏭️ Skipped	2
Total	8

Test case details

Test Case	Status	Time (s)	Message
smoke_test (lisa_0_1)	✅ PASSED	58.366
verify_deployment_provision_synthetic_nic (lisa_0_2)	✅ PASSED	74.912
verify_dns_name_resolution (lisa_0_3)	✅ PASSED	11.858
verify_cpu_count (lisa_0_0)	✅ PASSED	10.455
verify_vmbus_devices_channels (lisa_0_6)	✅ PASSED	14.862
verify_lis_modules_version (lisa_0_4)	⏭️ SKIPPED	10.610	skipped: SLES not supported. This test case only supports Redhat distros.
verify_hv_kvp_daemon_installed (lisa_0_7)	⏭️ SKIPPED	3.155	skipped: Unsupported distro type : <class 'lisa.operating_system.SLES'>
verify_serial_console (lisa_0_5)	✅ PASSED	44.223

github-actions · 2026-03-30T07:36:01Z

❌ AI Test Selection — FAILED

9 test case(s) selected (view run)

Marketplace image: suse sles-15-sp6-arm64 gen2 latest

	Count
✅ Passed	526
❌ Failed	16
⏭️ Skipped	96
Total	638

Test case details

Test Case	Status	Time (s)	Message
verify_nvme_disk_controller_type (lisa_0_1)	⏭️ SKIPPED	0.000	deployment skipped: capability doesn't support requirement: ['requirement not supported in capability. requirement: allo
perf_nvme (lisa_0_6)	⏭️ SKIPPED	0.000	deployment skipped: ["Requirement mismatch: no feature 'Nvme' found in capability; architecture type/requirement not sup
verify_deployment_provision_synthetic_nic (lisa_0_3)	✅ PASSED	62.434
smoke_test (lisa_0_2)	✅ PASSED	54.699
verify_deployment_provision_standard_ssd_disk (lisa_0_4)	✅ PASSED	59.932
verify_serial_console (lisa_0_5)	✅ PASSED	53.090
generic/075 (lisa_0_0)	❌ FAILED	0.000	- output mismatch (see /home/lisatest/lisa_working/tool/xfstests/xfstests-dev/results//xfs/generic/075.out.bad)

 --- |

github-actions · 2026-03-30T08:00:18Z

🤖 AI Test Selection

No test cases were selected for this PR.

github-actions · 2026-03-30T08:07:39Z

✅ AI Test Selection — PASSED

10 test case(s) selected (view run)

Marketplace image: suse sles-15-sp6-arm64 gen2 latest

	Count
✅ Passed	8
❌ Failed	0
⏭️ Skipped	2
Total	10

Test case details

Test Case	Status	Time (s)	Message
verify_lsvmbus (lisa_0_9)	⏭️ SKIPPED	0.000	deployment skipped: capability doesn't support requirement: ['security_profile/requirement not supported in capability.
verify_deployment_provision_premium_disk (lisa_0_4)	✅ PASSED	54.330
verify_deployment_provision_synthetic_nic (lisa_0_3)	✅ PASSED	56.295
smoke_test (lisa_0_2)	✅ PASSED	59.447
verify_vmbus_interrupts (lisa_0_1)	✅ PASSED	11.917
verify_cpu_count (lisa_0_0)	✅ PASSED	10.377
verify_essential_kernel_modules (lisa_0_8)	✅ PASSED	5.235
verify_hyperv_modules (lisa_0_6)	✅ PASSED	10.183
verify_lis_modules_version (lisa_0_5)	⏭️ SKIPPED	2.805	skipped: SLES not supported. This test case only supports Redhat distros.
verify_vmbus_devices_channels (lisa_0_7)	✅ PASSED	13.124

github-actions · 2026-03-30T08:44:13Z

✅ AI Test Selection — PASSED

10 test case(s) selected (view run)

Marketplace image: suse sles-15-sp6-arm64 gen2 latest

	Count
✅ Passed	8
❌ Failed	0
⏭️ Skipped	2
Total	10

Test case details

Test Case	Status	Time (s)	Message
verify_lsvmbus (lisa_0_8)	⏭️ SKIPPED	0.000	deployment skipped: capability doesn't support requirement: ['security_profile/requirement not supported in capability.
verify_isolation_config (lisa_0_9)	⏭️ SKIPPED	0.000	deployment skipped: capability doesn't support requirement: ['security_profile/requirement not supported in capability.
verify_deployment_provision_synthetic_nic (lisa_0_2)	✅ PASSED	54.937
verify_deployment_provision_standard_ssd_disk (lisa_0_3)	✅ PASSED	63.127
smoke_test (lisa_0_1)	✅ PASSED	61.550
verify_deployment_provision_sriov (lisa_0_4)	✅ PASSED	76.974
verify_deployment_provision_ultra_datadisk (lisa_0_5)	✅ PASSED	54.123
verify_vmbus_interrupts (lisa_0_0)	✅ PASSED	12.284
verify_enable_kprobe (lisa_0_7)	✅ PASSED	7.657
verify_vmbus_devices_channels (lisa_0_6)	✅ PASSED	12.496

github-actions · 2026-03-30T09:39:46Z

✅ AI Test Selection — PASSED

12 test case(s) selected (view run)

Marketplace image: suse sles-15-sp6-arm64 gen2 latest

	Count
✅ Passed	10
❌ Failed	0
⏭️ Skipped	2
Total	12

Test case details

Test Case	Status	Time (s)	Message
verify_lsvmbus (lisa_0_10)	⏭️ SKIPPED	0.000	deployment skipped: capability doesn't support requirement: ['security_profile/requirement not supported in capability.
verify_isolation_config (lisa_0_11)	⏭️ SKIPPED	0.000	deployment skipped: capability doesn't support requirement: ['security_profile/requirement not supported in capability.
verify_deployment_provision_synthetic_nic (lisa_0_4)	✅ PASSED	53.014
smoke_test (lisa_0_3)	✅ PASSED	60.336
verify_deployment_provision_standard_ssd_disk (lisa_0_5)	✅ PASSED	57.266
verify_deployment_provision_ultra_datadisk (lisa_0_6)	✅ PASSED	52.753
verify_vm_hot_resize (lisa_0_1)	✅ PASSED	83.671
verify_vm_resize_increase (lisa_0_2)	✅ PASSED	119.346
verify_vmbus_interrupts (lisa_0_0)	✅ PASSED	12.600
verify_hyperv_modules (lisa_0_7)	✅ PASSED	9.939
verify_reload_hyperv_modules (lisa_0_8)	✅ PASSED	184.584
verify_vmbus_devices_channels (lisa_0_9)	✅ PASSED	12.771

github-actions · 2026-03-30T12:26:39Z

✅ AI Test Selection — PASSED

10 test case(s) selected (view run)

Marketplace image: suse sles-15-sp6-arm64 gen2 latest

	Count
✅ Passed	8
❌ Failed	0
⏭️ Skipped	2
Total	10

Test case details

Test Case	Status	Time (s)	Message
verify_lsvmbus (lisa_0_8)	⏭️ SKIPPED	0.000	deployment skipped: capability doesn't support requirement: ['security_profile/requirement not supported in capability.
verify_isolation_config (lisa_0_9)	⏭️ SKIPPED	0.000	deployment skipped: capability doesn't support requirement: ['security_profile/requirement not supported in capability.
smoke_test (lisa_0_2)	✅ PASSED	53.094
verify_deployment_provision_synthetic_nic (lisa_0_3)	✅ PASSED	54.901
verify_deployment_provision_standard_ssd_disk (lisa_0_4)	✅ PASSED	53.608
verify_deployment_provision_ultra_datadisk (lisa_0_6)	✅ PASSED	56.741
verify_deployment_provision_sriov (lisa_0_5)	✅ PASSED	72.364
verify_vm_hot_resize (lisa_0_0)	✅ PASSED	92.117
verify_vm_resize_increase (lisa_0_1)	✅ PASSED	122.969
verify_vmbus_devices_channels (lisa_0_7)	✅ PASSED	18.266

github-actions · 2026-03-31T01:21:15Z

✅ AI Test Selection — PASSED

10 test case(s) selected (view run)

Marketplace image: suse sles-15-sp6-arm64 gen2 latest

	Count
✅ Passed	8
❌ Failed	0
⏭️ Skipped	2
Total	10

Test case details

Test Case	Status	Time (s)	Message
verify_lsvmbus (lisa_0_8)	⏭️ SKIPPED	0.000	deployment skipped: capability doesn't support requirement: ['security_profile/requirement not supported in capability.
verify_isolation_config (lisa_0_9)	⏭️ SKIPPED	0.000	deployment skipped: capability doesn't support requirement: ['security_profile/requirement not supported in capability.
smoke_test (lisa_0_2)	✅ PASSED	61.149
verify_deployment_provision_synthetic_nic (lisa_0_3)	✅ PASSED	53.556
verify_deployment_provision_standard_ssd_disk (lisa_0_4)	✅ PASSED	57.538
verify_deployment_provision_premium_disk (lisa_0_5)	✅ PASSED	77.034
verify_deployment_provision_ultra_datadisk (lisa_0_6)	✅ PASSED	74.050
verify_vm_hot_resize (lisa_0_0)	✅ PASSED	65.783
verify_vm_resize_increase (lisa_0_1)	✅ PASSED	119.427
verify_vmbus_devices_channels (lisa_0_7)	✅ PASSED	20.677

github-actions · 2026-03-31T01:28:53Z

✅ AI Test Selection — PASSED

9 test case(s) selected (view run)

Marketplace image: suse sles-15-sp6-arm64 gen2 latest

	Count
✅ Passed	8
❌ Failed	0
⏭️ Skipped	1
Total	9

Test case details

Test Case	Status	Time (s)	Message
verify_lsvmbus (lisa_0_8)	⏭️ SKIPPED	0.000	deployment skipped: capability doesn't support requirement: ['security_profile/requirement not supported in capability.
smoke_test (lisa_0_3)	✅ PASSED	65.310
verify_deployment_provision_synthetic_nic (lisa_0_4)	✅ PASSED	77.281
verify_vm_hot_resize (lisa_0_0)	✅ PASSED	63.313
verify_vm_resize_decrease (lisa_0_2)	✅ PASSED	115.695
verify_vm_resize_increase (lisa_0_1)	✅ PASSED	130.649
verify_hyperv_modules (lisa_0_5)	✅ PASSED	15.101
verify_enable_kprobe (lisa_0_7)	✅ PASSED	13.702
verify_vmbus_devices_channels (lisa_0_6)	✅ PASSED	18.491

github-actions · 2026-03-31T01:59:37Z

✅ AI Test Selection — PASSED

12 test case(s) selected (view run)

Marketplace image: suse sles-15-sp6-arm64 gen2 latest

	Count
✅ Passed	9
❌ Failed	0
⏭️ Skipped	3
Total	12

Test case details

Test Case	Status	Time (s)	Message
verify_lsvmbus (lisa_0_9)	⏭️ SKIPPED	0.000	deployment skipped: capability doesn't support requirement: ['security_profile/requirement not supported in capability.
verify_isolation_config (lisa_0_10)	⏭️ SKIPPED	0.000	deployment skipped: capability doesn't support requirement: ['security_profile/requirement not supported in capability.
smoke_test (lisa_0_1)	✅ PASSED	75.911
verify_deployment_provision_premium_disk (lisa_0_4)	✅ PASSED	71.070
verify_deployment_provision_synthetic_nic (lisa_0_2)	✅ PASSED	69.010
verify_deployment_provision_standard_ssd_disk (lisa_0_3)	✅ PASSED	74.385
verify_resource_disk_mounted (lisa_0_0)	✅ PASSED	15.080
verify_grub (lisa_0_7)	✅ PASSED	5.014
verify_serial_console_is_enabled (lisa_0_8)	✅ PASSED	5.675
verify_vmbus_devices_channels (lisa_0_6)	✅ PASSED	12.204
verify_timedrift_corrected (lisa_0_5)	✅ PASSED	55.332
verify_net_conntrack (lisa_0_11)	⏭️ SKIPPED	9.646	before_case skipped: Unsupported system: 'SUSE Linux Enterprise Server 15 SP6'. Intended to run on CBLMariner 3.0 or hig

github-actions · 2026-03-31T02:43:30Z

✅ AI Test Selection — PASSED

1 test case(s) selected (view run)

Marketplace image: suse sles-15-sp6-arm64 gen2 latest

	Count
✅ Passed	1
❌ Failed	0
⏭️ Skipped	0
Total	1

Test case details

Test Case	Status	Time (s)	Message
smoke_test (lisa_0_0)	✅ PASSED	57.292

github-actions · 2026-03-31T02:56:13Z

✅ AI Test Selection — PASSED

1 test case(s) selected (view run)

Marketplace image: suse sles-15-sp6-arm64 gen2 latest

	Count
✅ Passed	1
❌ Failed	0
⏭️ Skipped	0
Total	1

Test case details

Test Case	Status	Time (s)	Message
smoke_test (lisa_0_0)	✅ PASSED	65.098

github-actions · 2026-03-31T03:09:11Z

✅ AI Test Selection — PASSED

1 test case(s) selected (view run)

Marketplace image: suse sles-15-sp6-arm64 gen2 latest

	Count
✅ Passed	1
❌ Failed	0
⏭️ Skipped	0
Total	1

Test case details

Test Case	Status	Time (s)	Message
smoke_test (lisa_0_0)	✅ PASSED	66.748

github-actions · 2026-03-31T03:47:23Z

✅ AI Test Selection — PASSED

3 test case(s) selected (view run)

Marketplace image: suse sles-15-sp6-arm64 gen2 latest

	Count
✅ Passed	3
❌ Failed	0
⏭️ Skipped	0
Total	3

Test case details

Test Case	Status	Time (s)
verify_nvme_rescind (lisa_0_2)	✅ PASSED	14.408
verify_nvme_basic (lisa_0_0)	✅ PASSED	50.245
verify_nvme_function (lisa_0_1)	✅ PASSED	67.085

LiliDeng requested a review from johnsongeorge-w as a code owner March 20, 2026 03:32

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LiliDeng force-pushed the lildeng/3_20_001 branch from 921f980 to ae79977 Compare March 20, 2026 14:18

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LiliDeng force-pushed the lildeng/3_20_001 branch from ae79977 to 9728e3b Compare March 20, 2026 15:00

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LiliDeng force-pushed the lildeng/3_20_001 branch from 1cf90e0 to bacd412 Compare March 30, 2026 04:32

LiliDeng force-pushed the lildeng/3_20_001 branch from 79bb3ae to d6ecad5 Compare March 30, 2026 07:59

LiliDeng force-pushed the lildeng/3_20_001 branch 3 times, most recently from d41775f to f52b934 Compare March 31, 2026 01:20

LiliDeng force-pushed the lildeng/3_20_001 branch from f52b934 to 64286a2 Compare March 31, 2026 01:52

enable auto test

3958c95

LiliDeng force-pushed the lildeng/3_20_001 branch from 185618b to 3958c95 Compare March 31, 2026 02:51

fix

d2ad4b0

fix

5cce4ed

johnsongeorge-w self-requested a review April 1, 2026 15:01

johnsongeorge-w approved these changes Apr 1, 2026

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github-actions bot commented Mar 30, 2026

🤖 AI Test Selection

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LiliDeng commented Mar 20, 2026 •

edited by johnsongeorge-w

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