feat(ci): make recording workflow simpler, more parameterizable (#3169)

# What does this PR do?

Recording tests has become a nightmare. This is the first part of making
that process simpler by making it _less_ automatic. I tried to be too
clever earlier.

It simplifies the record-integration-tests workflow to use workflow
dispatch inputs instead of PR labels. No more opaque stuff. Just go to
the GitHub UI and run the workflow with inputs. I will soon add a helper
script for this also.

Other things to aid re-running just the small set of things you need to
re-record:
- Replaces the `test-types` JSON array parameter with a more intuitive
`test-subdirs` comma-separated list. The whole JSON array crap was for
matrix.
- Adds a new `test-pattern` parameter to allow filtering tests using
pytest's `-k` option


## Test Plan

Note that this PR is in a fork not the source repository.

- Replay tests on this PR are green
- Manually
[ran](1699856292)
the replay workflow with a test-subdir and test-pattern filter, worked
- Manually
[ran](4819508034)
the **record** workflow with a simple pattern, it has worked and updated
_this_ PR.

---------

Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>

.github/actions/run-and-record-tests/action.yml

@@ -2,9 +2,13 @@ name: 'Run and Record Tests'
 description: 'Run integration tests and handle recording/artifact upload'
 
 inputs:
-  test-types:
+  test-subdirs:
-    description: 'JSON array of test types to run'
+    description: 'Comma-separated list of test subdirectories to run'
     required: true
+  test-pattern:
+    description: 'Regex pattern to pass to pytest -k'
+    required: false
+    default: ''
   stack-config:
     description: 'Stack configuration to use'
     required: true
@@ -35,9 +39,11 @@ runs:
         ./scripts/integration-tests.sh \
           --stack-config '${{ inputs.stack-config }}' \
           --provider '${{ inputs.provider }}' \
-          --test-types '${{ inputs.test-types }}' \
+          --test-subdirs '${{ inputs.test-subdirs }}' \
+          --test-pattern '${{ inputs.test-pattern }}' \
           --inference-mode '${{ inputs.inference-mode }}' \
-          ${{ inputs.run-vision-tests == 'true' && '--run-vision-tests' || '' }}
+          ${{ inputs.run-vision-tests == 'true' && '--run-vision-tests' || '' }} \
+          | tee pytest-${{ inputs.inference-mode }}.log
 
 
     - name: Commit and push recordings
@@ -57,10 +63,10 @@ runs:
             git commit -m "Recordings update from CI"
           fi
 
-          git fetch origin ${{ github.event.pull_request.head.ref }}
+          git fetch origin ${{ github.ref_name }}
-          git rebase origin/${{ github.event.pull_request.head.ref }}
+          git rebase origin/${{ github.ref_name }}
           echo "Rebased successfully"
-          git push origin HEAD:${{ github.event.pull_request.head.ref }}
+          git push origin HEAD:${{ github.ref_name }}
           echo "Pushed successfully"
         else
           echo "No recording changes"

.github/workflows/integration-tests.yml

@@ -31,6 +31,14 @@ on:
         description: 'Test against a specific provider'
         type: string
         default: 'ollama'
+      test-subdirs:
+        description: 'Comma-separated list of test subdirectories to run'
+        type: string
+        default: ''
+      test-pattern:
+        description: 'Regex pattern to pass to pytest -k'
+        type: string
+        default: ''
 
 concurrency:
   # Skip concurrency for pushes to main - each commit should be tested independently
@@ -38,28 +46,8 @@ concurrency:
   cancel-in-progress: true
 
 jobs:
-  discover-tests:
-    runs-on: ubuntu-latest
-    outputs:
-      test-types: ${{ steps.generate-test-types.outputs.test-types }}
-
-    steps:
-      - name: Checkout repository
-        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
-
-      - name: Generate test types
-        id: generate-test-types
-        run: |
-          # Get test directories dynamically, excluding non-test directories
-          # NOTE: we are excluding post_training since the tests take too long
-          TEST_TYPES=$(find tests/integration -maxdepth 1 -mindepth 1 -type d |
-            sed 's|tests/integration/||' |
-            grep -Ev "^(__pycache__|fixtures|test_cases|recordings|non_ci|post_training)$" |
-            sort | jq -R -s -c 'split("\n")[:-1]')
-          echo "test-types=$TEST_TYPES" >> $GITHUB_OUTPUT
 
   run-replay-mode-tests:
-    needs: discover-tests
     runs-on: ubuntu-latest
     name: ${{ format('Integration Tests ({0}, {1}, {2}, client={3}, vision={4})', matrix.client-type, matrix.provider, matrix.python-version, matrix.client-version, matrix.run-vision-tests) }}
 
@@ -90,7 +78,8 @@ jobs:
       - name: Run tests
         uses: ./.github/actions/run-and-record-tests
         with:
-          test-types: ${{ needs.discover-tests.outputs.test-types }}
+          test-subdirs: ${{ inputs.test-subdirs }}
+          test-pattern: ${{ inputs.test-pattern }}
           stack-config: ${{ matrix.client-type == 'library' && 'ci-tests' || 'server:ci-tests' }}
           provider: ${{ matrix.provider }}
           inference-mode: 'replay'

.github/workflows/record-integration-tests.yml

@@ -1,93 +1,43 @@
+# This workflow should be run manually when needing to re-record tests. This happens when you have
+#  - added a new test
+#  - or changed an existing test such that a new inference call is made
+# You should make a PR and then run this workflow on that PR branch. The workflow will re-record the
+# tests and commit the recordings to the PR branch.
 name: Integration Tests (Record)
 
 run-name: Run the integration test suite from tests/integration
 
 on:
-  pull_request_target:
-    branches: [ main ]
-    types: [opened, synchronize, labeled]
-    paths:
-      - 'llama_stack/**'
-      - 'tests/**'
-      - 'uv.lock'
-      - 'pyproject.toml'
-      - '.github/workflows/record-integration-tests.yml' # This workflow
-      - '.github/actions/setup-ollama/action.yml'
-      - '.github/actions/setup-test-environment/action.yml'
-      - '.github/actions/run-and-record-tests/action.yml'
   workflow_dispatch:
     inputs:
+      test-subdirs:
+        description: 'Comma-separated list of test subdirectories to run'
+        type: string
+        default: ''
       test-provider:
         description: 'Test against a specific provider'
         type: string
         default: 'ollama'
-
+      run-vision-tests:
-concurrency:
+        description: 'Whether to run vision tests'
-  group: ${{ github.workflow }}-${{ github.event.pull_request.number }}
+        type: boolean
-  cancel-in-progress: true
+        default: false
+      test-pattern:
+        description: 'Regex pattern to pass to pytest -k'
+        type: string
+        default: ''
 
 jobs:
-  discover-tests:
-    if: contains(github.event.pull_request.labels.*.name, 're-record-tests') ||
-      contains(github.event.pull_request.labels.*.name, 're-record-vision-tests')
-    runs-on: ubuntu-latest
-    outputs:
-      test-types: ${{ steps.generate-test-types.outputs.test-types }}
-      matrix-modes: ${{ steps.generate-test-types.outputs.matrix-modes }}
-
-    steps:
-      - name: Checkout repository
-        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
-
-      - name: Generate test types
-        id: generate-test-types
-        run: |
-          # Get test directories dynamically, excluding non-test directories
-          TEST_TYPES=$(find tests/integration -maxdepth 1 -mindepth 1 -type d -printf "%f\n" |
-            grep -Ev "^(__pycache__|fixtures|test_cases|recordings|post_training)$" |
-            sort | jq -R -s -c 'split("\n")[:-1]')
-          echo "test-types=$TEST_TYPES" >> $GITHUB_OUTPUT
-
-          labels=$(gh pr view ${{ github.event.pull_request.number }} --json labels --jq '.labels[].name')
-          echo "labels=$labels"
-
-          modes_array=()
-          if [[ $labels == *"re-record-vision-tests"* ]]; then
-            modes_array+=("vision")
-          fi
-          if [[ $labels == *"re-record-tests"* ]]; then
-            modes_array+=("non-vision")
-          fi
-
-          # Convert to JSON array
-          if [ ${#modes_array[@]} -eq 0 ]; then
-            matrix_modes="[]"
-          else
-            matrix_modes=$(printf '%s\n' "${modes_array[@]}" | jq -R -s -c 'split("\n")[:-1]')
-          fi
-          echo "matrix_modes=$matrix_modes"
-          echo "matrix-modes=$matrix_modes" >> $GITHUB_OUTPUT
-
-        env:
-          GH_TOKEN: ${{ github.token }}
-
   record-tests:
-    needs: discover-tests
     runs-on: ubuntu-latest
 
     permissions:
       contents: write
 
-    strategy:
-      fail-fast: false
-      matrix:
-        mode: ${{ fromJSON(needs.discover-tests.outputs.matrix-modes) }}
-
     steps:
       - name: Checkout repository
         uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
         with:
-          ref: ${{ github.event.pull_request.head.ref }}
           fetch-depth: 0
 
       - name: Setup test environment
@@ -96,14 +46,15 @@ jobs:
           python-version: "3.12"  # Use single Python version for recording
           client-version: "latest"
           provider: ${{ inputs.test-provider || 'ollama' }}
-          run-vision-tests: ${{ matrix.mode == 'vision' && 'true' || 'false' }}
+          run-vision-tests: ${{ inputs.run-vision-tests }}
           inference-mode: 'record'
 
       - name: Run and record tests
         uses: ./.github/actions/run-and-record-tests
         with:
-          test-types: ${{ needs.discover-tests.outputs.test-types }}
+          test-pattern: ${{ inputs.test-pattern }}
+          test-subdirs: ${{ inputs.test-subdirs }}
           stack-config: 'server:ci-tests'  # recording must be done with server since more tests are run
           provider: ${{ inputs.test-provider || 'ollama' }}
           inference-mode: 'record'
-          run-vision-tests: ${{ matrix.mode == 'vision' && 'true' || 'false' }}
+          run-vision-tests: ${{ inputs.run-vision-tests }}

scripts/integration-tests.sh

@@ -14,7 +14,8 @@ set -euo pipefail
 # Default values
 STACK_CONFIG=""
 PROVIDER=""
-TEST_TYPES='["inference"]'
+TEST_SUBDIRS=""
+TEST_PATTERN=""
 RUN_VISION_TESTS="false"
 INFERENCE_MODE="replay"
 EXTRA_PARAMS=""
@@ -27,23 +28,24 @@ Usage: $0 [OPTIONS]
 Options:
     --stack-config STRING    Stack configuration to use (required)
     --provider STRING        Provider to use (ollama, vllm, etc.) (required)
-    --test-types JSON        JSON array of test types to run (default: '["inference"]')
+    --test-subdirs STRING    Comma-separated list of test subdirectories to run (default: 'inference')
     --run-vision-tests       Run vision tests instead of regular tests
     --inference-mode STRING  Inference mode: record or replay (default: replay)
+    --test-pattern STRING    Regex pattern to pass to pytest -k
     --help                   Show this help message
 
 Examples:
     # Basic inference tests with ollama
-    $0 --stack-config server:ollama --provider ollama
+    $0 --stack-config server:ci-tests --provider ollama
 
-    # Multiple test types with vllm
+    # Multiple test directories with vllm
-    $0 --stack-config server:vllm --provider vllm --test-types '["inference", "agents"]'
+    $0 --stack-config server:ci-tests --provider vllm --test-subdirs 'inference,agents'
 
     # Vision tests with ollama
-    $0 --stack-config server:ollama --provider ollama --run-vision-tests
+    $0 --stack-config server:ci-tests --provider ollama --run-vision-tests
 
     # Record mode for updating test recordings
-    $0 --stack-config server:ollama --provider ollama --inference-mode record
+    $0 --stack-config server:ci-tests --provider ollama --inference-mode record
 EOF
 }
 
@@ -58,8 +60,8 @@ while [[ $# -gt 0 ]]; do
             PROVIDER="$2"
             shift 2
             ;;
-        --test-types)
+        --test-subdirs)
-            TEST_TYPES="$2"
+            TEST_SUBDIRS="$2"
             shift 2
             ;;
         --run-vision-tests)
@@ -70,6 +72,10 @@ while [[ $# -gt 0 ]]; do
             INFERENCE_MODE="$2"
             shift 2
             ;;
+        --test-pattern)
+            TEST_PATTERN="$2"
+            shift 2
+            ;;
         --help)
             usage
             exit 0
@@ -99,9 +105,10 @@ fi
 echo "=== Llama Stack Integration Test Runner ==="
 echo "Stack Config: $STACK_CONFIG"
 echo "Provider: $PROVIDER"
-echo "Test Types: $TEST_TYPES"
+echo "Test Subdirs: $TEST_SUBDIRS"
 echo "Vision Tests: $RUN_VISION_TESTS"
 echo "Inference Mode: $INFERENCE_MODE"
+echo "Test Pattern: $TEST_PATTERN"
 echo ""
 
 # Check storage and memory before tests
@@ -164,17 +171,29 @@ if [[ "$PROVIDER" == "vllm" ]]; then
     EXCLUDE_TESTS="${EXCLUDE_TESTS} or test_inference_store_tool_calls"
 fi
 
+PYTEST_PATTERN="not( $EXCLUDE_TESTS )"
+if [[ -n "$TEST_PATTERN" ]]; then
+    PYTEST_PATTERN="${PYTEST_PATTERN} and $TEST_PATTERN"
+fi
+
 # Run vision tests if specified
 if [[ "$RUN_VISION_TESTS" == "true" ]]; then
     echo "Running vision tests..."
-    if uv run pytest -s -v tests/integration/inference/test_vision_inference.py \
+    set +e
+    uv run pytest -s -v tests/integration/inference/test_vision_inference.py \
         --stack-config="$STACK_CONFIG" \
-        -k "not( $EXCLUDE_TESTS )" \
+        -k "$PYTEST_PATTERN" \
         --vision-model=ollama/llama3.2-vision:11b \
         --embedding-model=sentence-transformers/all-MiniLM-L6-v2 \
         --color=yes $EXTRA_PARAMS \
-        --capture=tee-sys | tee pytest-${INFERENCE_MODE}-vision.log; then
+        --capture=tee-sys
+    exit_code=$?
+    set -e
+
+    if [ $exit_code -eq 0 ]; then
         echo "✅ Vision tests completed successfully"
+    elif [ $exit_code -eq 5 ]; then
+        echo "⚠️ No vision tests collected (pattern matched no tests)"
     else
         echo "❌ Vision tests failed"
         exit 1
@@ -183,28 +202,34 @@ if [[ "$RUN_VISION_TESTS" == "true" ]]; then
 fi
 
 # Run regular tests
-echo "Test types to run: $TEST_TYPES"
+if [[ -z "$TEST_SUBDIRS" ]]; then
+   TEST_SUBDIRS=$(find tests/integration -maxdepth 1 -mindepth 1 -type d |
+            sed 's|tests/integration/||' |
+            grep -Ev "^(__pycache__|fixtures|test_cases|recordings|non_ci|post_training)$" |
+            sort)
+fi
+echo "Test subdirs to run: $TEST_SUBDIRS"
 
 # Collect all test files for the specified test types
 TEST_FILES=""
-for test_type in $(echo "$TEST_TYPES" | jq -r '.[]'); do
+for test_subdir in $(echo "$TEST_SUBDIRS" | tr ',' '\n'); do
     # Skip certain test types for vllm provider
     if [[ "$PROVIDER" == "vllm" ]]; then
-        if [[ "$test_type" == "safety" ]] || [[ "$test_type" == "post_training" ]] || [[ "$test_type" == "tool_runtime" ]]; then
+        if [[ "$test_subdir" == "safety" ]] || [[ "$test_subdir" == "post_training" ]] || [[ "$test_subdir" == "tool_runtime" ]]; then
-            echo "Skipping $test_type for vllm provider"
+            echo "Skipping $test_subdir for vllm provider"
             continue
         fi
     fi
 
-    if [[ -d "tests/integration/$test_type" ]]; then
+    if [[ -d "tests/integration/$test_subdir" ]]; then
         # Find all Python test files in this directory
-        test_files=$(find tests/integration/$test_type -name "test_*.py" -o -name "*_test.py")
+        test_files=$(find tests/integration/$test_subdir -name "test_*.py" -o -name "*_test.py")
         if [[ -n "$test_files" ]]; then
             TEST_FILES="$TEST_FILES $test_files"
-            echo "Added test files from $test_type: $(echo $test_files | wc -w) files"
+            echo "Added test files from $test_subdir: $(echo $test_files | wc -w) files"
         fi
     else
-        echo "Warning: Directory tests/integration/$test_type does not exist"
+        echo "Warning: Directory tests/integration/$test_subdir does not exist"
     fi
 done
 
@@ -217,14 +242,21 @@ echo ""
 echo "=== Running all collected tests in a single pytest command ==="
 echo "Total test files: $(echo $TEST_FILES | wc -w)"
 
-if uv run pytest -s -v $TEST_FILES \
+set +e
+uv run pytest -s -v $TEST_FILES \
     --stack-config="$STACK_CONFIG" \
-    -k "not( $EXCLUDE_TESTS )" \
+    -k "$PYTEST_PATTERN" \
     --text-model="$TEXT_MODEL" \
     --embedding-model=sentence-transformers/all-MiniLM-L6-v2 \
     --color=yes $EXTRA_PARAMS \
-    --capture=tee-sys | tee pytest-${INFERENCE_MODE}-all.log; then
+    --capture=tee-sys
+exit_code=$?
+set -e
+
+if [ $exit_code -eq 0 ]; then
     echo "✅ All tests completed successfully"
+elif [ $exit_code -eq 5 ]; then
+    echo "⚠️ No tests collected (pattern matched no tests)"
 else
     echo "❌ Tests failed"
     exit 1

tests/integration/recordings/responses/4a3a4447b16b.json

@@ -14,7 +14,7 @@
         "models": [
           {
             "model": "nomic-embed-text:latest",
-            "modified_at": "2025-08-14T20:26:10.795125-07:00",
+            "modified_at": "2025-08-15T20:24:13.254634Z",
             "digest": "0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f",
             "size": 274302450,
             "details": {
@@ -28,41 +28,9 @@
               "quantization_level": "F16"
             }
           },
-          {
-            "model": "llama3.2-vision:11b",
-            "modified_at": "2025-07-30T18:45:02.517873-07:00",
-            "digest": "6f2f9757ae97e8a3f8ea33d6adb2b11d93d9a35bef277cd2c0b1b5af8e8d0b1e",
-            "size": 7816589186,
-            "details": {
-              "parent_model": "",
-              "format": "gguf",
-              "family": "mllama",
-              "families": [
-                "mllama"
-              ],
-              "parameter_size": "10.7B",
-              "quantization_level": "Q4_K_M"
-            }
-          },
-          {
-            "model": "llama3.2-vision:latest",
-            "modified_at": "2025-07-29T20:18:47.920468-07:00",
-            "digest": "6f2f9757ae97e8a3f8ea33d6adb2b11d93d9a35bef277cd2c0b1b5af8e8d0b1e",
-            "size": 7816589186,
-            "details": {
-              "parent_model": "",
-              "format": "gguf",
-              "family": "mllama",
-              "families": [
-                "mllama"
-              ],
-              "parameter_size": "10.7B",
-              "quantization_level": "Q4_K_M"
-            }
-          },
           {
             "model": "llama-guard3:1b",
-            "modified_at": "2025-07-25T14:39:44.978630-07:00",
+            "modified_at": "2025-07-31T04:44:58Z",
             "digest": "494147e06bf99e10dbe67b63a07ac81c162f18ef3341aa3390007ac828571b3b",
             "size": 1600181919,
             "details": {
@@ -78,7 +46,7 @@
           },
           {
             "model": "all-minilm:l6-v2",
-            "modified_at": "2025-07-24T15:15:11.129290-07:00",
+            "modified_at": "2025-07-31T04:42:15Z",
             "digest": "1b226e2802dbb772b5fc32a58f103ca1804ef7501331012de126ab22f67475ef",
             "size": 45960996,
             "details": {
@@ -92,57 +60,9 @@
               "quantization_level": "F16"
             }
           },
-          {
-            "model": "llama3.2:1b",
-            "modified_at": "2025-07-17T22:02:24.953208-07:00",
-            "digest": "baf6a787fdffd633537aa2eb51cfd54cb93ff08e28040095462bb63daf552878",
-            "size": 1321098329,
-            "details": {
-              "parent_model": "",
-              "format": "gguf",
-              "family": "llama",
-              "families": [
-                "llama"
-              ],
-              "parameter_size": "1.2B",
-              "quantization_level": "Q8_0"
-            }
-          },
-          {
-            "model": "all-minilm:latest",
-            "modified_at": "2025-06-03T16:50:10.946583-07:00",
-            "digest": "1b226e2802dbb772b5fc32a58f103ca1804ef7501331012de126ab22f67475ef",
-            "size": 45960996,
-            "details": {
-              "parent_model": "",
-              "format": "gguf",
-              "family": "bert",
-              "families": [
-                "bert"
-              ],
-              "parameter_size": "23M",
-              "quantization_level": "F16"
-            }
-          },
-          {
-            "model": "llama3.2:3b",
-            "modified_at": "2025-05-01T11:15:23.797447-07:00",
-            "digest": "a80c4f17acd55265feec403c7aef86be0c25983ab279d83f3bcd3abbcb5b8b72",
-            "size": 2019393189,
-            "details": {
-              "parent_model": "",
-              "format": "gguf",
-              "family": "llama",
-              "families": [
-                "llama"
-              ],
-              "parameter_size": "3.2B",
-              "quantization_level": "Q4_K_M"
-            }
-          },
           {
             "model": "llama3.2:3b-instruct-fp16",
-            "modified_at": "2025-04-30T15:33:48.939665-07:00",
+            "modified_at": "2025-07-31T04:42:05Z",
             "digest": "195a8c01d91ec3cb1e0aad4624a51f2602c51fa7d96110f8ab5a20c84081804d",
             "size": 6433703586,
             "details": {

tests/integration/recordings/responses/561746e1c8de.json

@@ -21,7 +21,7 @@
         "__type__": "ollama._types.GenerateResponse",
         "__data__": {
           "model": "llama3.2:3b-instruct-fp16",
-          "created_at": "2025-08-04T22:55:14.141947Z",
+          "created_at": "2025-08-15T20:24:49.18651486Z",
           "done": false,
           "done_reason": null,
           "total_duration": null,
@@ -39,7 +39,7 @@
         "__type__": "ollama._types.GenerateResponse",
         "__data__": {
           "model": "llama3.2:3b-instruct-fp16",
-          "created_at": "2025-08-04T22:55:14.194979Z",
+          "created_at": "2025-08-15T20:24:49.370611348Z",
           "done": false,
           "done_reason": null,
           "total_duration": null,
@@ -57,7 +57,7 @@
         "__type__": "ollama._types.GenerateResponse",
         "__data__": {
           "model": "llama3.2:3b-instruct-fp16",
-          "created_at": "2025-08-04T22:55:14.248312Z",
+          "created_at": "2025-08-15T20:24:49.557000029Z",
           "done": false,
           "done_reason": null,
           "total_duration": null,
@@ -75,7 +75,7 @@
         "__type__": "ollama._types.GenerateResponse",
         "__data__": {
           "model": "llama3.2:3b-instruct-fp16",
-          "created_at": "2025-08-04T22:55:14.301911Z",
+          "created_at": "2025-08-15T20:24:49.746777116Z",
           "done": false,
           "done_reason": null,
           "total_duration": null,
@@ -93,7 +93,7 @@
         "__type__": "ollama._types.GenerateResponse",
         "__data__": {
           "model": "llama3.2:3b-instruct-fp16",
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