feat(ci): add support for running vision inference tests (#2972)

This PR significantly refactors the Integration Tests workflow. The main
goal behind the PR was to enable recording of vision tests which were
never run as part of our CI ever before. During debugging, I ended up
making several other changes refactoring and hopefully increasing the
robustness of the workflow.

After doing the experiments, I have updated the trigger event to be
`pull_request_target` so this workflow can get write permissions by
default but it will run with source code from the base (main) branch in
the source repository only. If you do change the workflow, you'd need to
experiment using the `workflow_dispatch` triggers. This should not be
news to anyone using Github Actions (except me!)

It is likely to be a little rocky though while I learn more about GitHub
Actions, etc. Please be patient :)

---------

Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
This commit is contained in:
Ashwin Bharambe 2025-07-31 11:50:42 -07:00 committed by GitHub
parent 709c974bd8
commit 27d866795c
No known key found for this signature in database
GPG key ID: B5690EEEBB952194
108 changed files with 13985 additions and 15254 deletions

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@ -0,0 +1,198 @@
name: 'Run and Record Tests'
description: 'Run integration tests and handle recording/artifact upload'
inputs:
test-types:
description: 'JSON array of test types to run'
required: true
stack-config:
description: 'Stack configuration to use'
required: true
provider:
description: 'Provider to use for tests'
required: true
inference-mode:
description: 'Inference mode (record or replay)'
required: true
run-vision-tests:
description: 'Whether to run vision tests'
required: false
default: 'false'
runs:
using: 'composite'
steps:
- name: Check Storage and Memory Available Before Tests
if: ${{ always() }}
shell: bash
run: |
free -h
df -h
- name: Set environment variables
shell: bash
run: |
echo "LLAMA_STACK_CLIENT_TIMEOUT=300" >> $GITHUB_ENV
echo "LLAMA_STACK_TEST_INFERENCE_MODE=${{ inputs.inference-mode }}" >> $GITHUB_ENV
# Configure provider-specific settings
if [ "${{ inputs.provider }}" == "ollama" ]; then
echo "OLLAMA_URL=http://0.0.0.0:11434" >> $GITHUB_ENV
echo "TEXT_MODEL=ollama/llama3.2:3b-instruct-fp16" >> $GITHUB_ENV
echo "SAFETY_MODEL=ollama/llama-guard3:1b" >> $GITHUB_ENV
else
echo "VLLM_URL=http://localhost:8000/v1" >> $GITHUB_ENV
echo "TEXT_MODEL=vllm/meta-llama/Llama-3.2-1B-Instruct" >> $GITHUB_ENV
fi
if [ "${{ inputs.run-vision-tests }}" == "true" ]; then
echo "LLAMA_STACK_TEST_RECORDING_DIR=tests/integration/recordings/vision" >> $GITHUB_ENV
else
echo "LLAMA_STACK_TEST_RECORDING_DIR=tests/integration/recordings" >> $GITHUB_ENV
fi
- name: Run Llama Stack Server
if: ${{ contains(inputs.stack-config, 'server:') }}
shell: bash
run: |
# Run this so pytest in a loop doesn't start-stop servers in a loop
echo "Starting Llama Stack Server"
nohup uv run llama stack run ci-tests --image-type venv > server.log 2>&1 &
echo "Waiting for Llama Stack Server to start"
for i in {1..30}; do
if curl -s http://localhost:8321/v1/health | grep -q "OK"; then
echo "Llama Stack Server started"
exit 0
fi
sleep 1
done
echo "Llama Stack Server failed to start"
cat server.log
exit 1
- name: Run Integration Tests
shell: bash
run: |
stack_config="${{ inputs.stack-config }}"
EXCLUDE_TESTS="builtin_tool or safety_with_image or code_interpreter or test_rag"
# Configure provider-specific settings
if [ "${{ inputs.provider }}" == "ollama" ]; then
EXTRA_PARAMS="--safety-shield=llama-guard"
else
EXTRA_PARAMS=""
EXCLUDE_TESTS="${EXCLUDE_TESTS} or test_inference_store_tool_calls"
fi
if [ "${{ inputs.run-vision-tests }}" == "true" ]; then
if uv run pytest -s -v tests/integration/inference/test_vision_inference.py --stack-config=${stack_config} \
-k "not( ${EXCLUDE_TESTS} )" \
--vision-model=ollama/llama3.2-vision:11b \
--embedding-model=sentence-transformers/all-MiniLM-L6-v2 \
--color=yes ${EXTRA_PARAMS} \
--capture=tee-sys | tee pytest-${{ inputs.inference-mode }}-vision.log; then
echo "✅ Tests completed for vision"
else
echo "❌ Tests failed for vision"
exit 1
fi
exit 0
fi
# Run non-vision tests
TEST_TYPES='${{ inputs.test-types }}'
echo "Test types to run: $TEST_TYPES"
# Collect all test files for the specified test types
TEST_FILES=""
for test_type in $(echo "$TEST_TYPES" | jq -r '.[]'); do
# if provider is vllm, exclude the following tests: (safety, post_training, tool_runtime)
if [ "${{ inputs.provider }}" == "vllm" ]; then
if [ "$test_type" == "safety" ] || [ "$test_type" == "post_training" ] || [ "$test_type" == "tool_runtime" ]; then
echo "Skipping $test_type for vllm provider"
continue
fi
fi
if [ -d "tests/integration/$test_type" ]; then
# Find all Python test files in this directory
test_files=$(find tests/integration/$test_type -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 $test_files | wc -w) files"
fi
else
echo "Warning: Directory tests/integration/$test_type does not exist"
fi
done
if [ -z "$TEST_FILES" ]; then
echo "No test files found for the specified test types"
exit 1
fi
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 $TEST_FILES --stack-config=${stack_config} \
-k "not( ${EXCLUDE_TESTS} )" \
--text-model=$TEXT_MODEL \
--embedding-model=sentence-transformers/all-MiniLM-L6-v2 \
--color=yes ${EXTRA_PARAMS} \
--capture=tee-sys | tee pytest-${{ inputs.inference-mode }}-all.log; then
echo "✅ All tests completed successfully"
else
echo "❌ Tests failed"
exit 1
fi
- name: Check Storage and Memory Available After Tests
if: ${{ always() }}
shell: bash
run: |
free -h
df -h
- name: Commit and push recordings
if: ${{ inputs.inference-mode == 'record' }}
shell: bash
run: |
echo "Checking for recording changes"
git status --porcelain tests/integration/recordings/
if [[ -n $(git status --porcelain tests/integration/recordings/) ]]; then
echo "New recordings detected, committing and pushing"
git add tests/integration/recordings/
if [ "${{ inputs.run-vision-tests }}" == "true" ]; then
git commit -m "Recordings update from CI (vision)"
else
git commit -m "Recordings update from CI"
fi
git fetch origin ${{ github.event.pull_request.head.ref }}
git rebase origin/${{ github.event.pull_request.head.ref }}
echo "Rebased successfully"
git push origin HEAD:${{ github.event.pull_request.head.ref }}
echo "Pushed successfully"
else
echo "No recording changes"
fi
- name: Write inference logs to file
if: ${{ always() }}
shell: bash
run: |
sudo docker logs ollama > ollama-${{ inputs.inference-mode }}.log || true
- name: Upload logs
if: ${{ always() }}
uses: actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02 # v4.6.2
with:
name: ${{ inputs.inference-mode }}-logs-${{ github.run_id }}-${{ github.run_attempt || '' }}-${{ inputs.provider }}
path: |
*.log
retention-days: 1

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@ -1,73 +0,0 @@
name: 'Run Integration Tests'
description: 'Run integration tests with configurable execution mode and provider settings'
inputs:
test-types:
description: 'Test types to run (JSON array)'
required: true
stack-config:
description: 'Stack configuration: "ci-tests" or "server:ci-tests"'
required: true
provider:
description: 'Provider to use: "ollama" or "vllm"'
required: true
inference-mode:
description: 'Inference mode: "record" or "replay"'
required: true
outputs:
logs-path:
description: 'Path to generated log files'
value: '*.log'
runs:
using: 'composite'
steps:
- name: Run Integration Tests
env:
LLAMA_STACK_CLIENT_TIMEOUT: "300"
LLAMA_STACK_TEST_RECORDING_DIR: "tests/integration/recordings"
LLAMA_STACK_TEST_INFERENCE_MODE: ${{ inputs.inference-mode }}
shell: bash
run: |
stack_config="${{ inputs.stack-config }}"
EXCLUDE_TESTS="builtin_tool or safety_with_image or code_interpreter or test_rag"
# Configure provider-specific settings
if [ "${{ inputs.provider }}" == "ollama" ]; then
export OLLAMA_URL="http://0.0.0.0:11434"
export TEXT_MODEL="ollama/llama3.2:3b-instruct-fp16"
export SAFETY_MODEL="ollama/llama-guard3:1b"
EXTRA_PARAMS="--safety-shield=llama-guard"
else
export VLLM_URL="http://localhost:8000/v1"
export TEXT_MODEL="vllm/meta-llama/Llama-3.2-1B-Instruct"
EXTRA_PARAMS=""
EXCLUDE_TESTS="${EXCLUDE_TESTS} or test_inference_store_tool_calls"
fi
TEST_TYPES='${{ inputs.test-types }}'
echo "Test types to run: $TEST_TYPES"
for test_type in $(echo "$TEST_TYPES" | jq -r '.[]'); do
# if provider is vllm, exclude the following tests: (safety, post_training, tool_runtime)
if [ "${{ inputs.provider }}" == "vllm" ]; then
if [ "$test_type" == "safety" ] || [ "$test_type" == "post_training" ] || [ "$test_type" == "tool_runtime" ]; then
continue
fi
fi
echo "=== Running tests for: $test_type ==="
if uv run pytest -s -v tests/integration/$test_type --stack-config=${stack_config} \
-k "not( ${EXCLUDE_TESTS} )" \
--text-model=$TEXT_MODEL \
--embedding-model=sentence-transformers/all-MiniLM-L6-v2 \
--color=yes ${EXTRA_PARAMS} \
--capture=tee-sys | tee pytest-${{ inputs.inference-mode }}-$test_type.log; then
echo "✅ Tests completed for $test_type"
else
echo "❌ Tests failed for $test_type"
exit 1
fi
done

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@ -1,11 +1,23 @@
name: Setup Ollama name: Setup Ollama
description: Start Ollama description: Start Ollama
inputs:
run-vision-tests:
description: 'Run vision tests: "true" or "false"'
required: false
default: 'false'
runs: runs:
using: "composite" using: "composite"
steps: steps:
- name: Start Ollama - name: Start Ollama
shell: bash shell: bash
run: | run: |
docker run -d --name ollama -p 11434:11434 docker.io/leseb/ollama-with-models if [ "${{ inputs.run-vision-tests }}" == "true" ]; then
image="ollama-with-vision-model"
else
image="ollama-with-models"
fi
echo "Starting Ollama with image: $image"
docker run -d --name ollama -p 11434:11434 docker.io/llamastack/$image
echo "Verifying Ollama status..." echo "Verifying Ollama status..."
timeout 30 bash -c 'while ! curl -s -L http://127.0.0.1:11434; do sleep 1 && echo "."; done' timeout 30 bash -c 'while ! curl -s -L http://127.0.0.1:11434; do sleep 1 && echo "."; done'

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@ -0,0 +1,48 @@
name: 'Setup Test Environment'
description: 'Common setup steps for integration tests including dependencies, providers, and build'
inputs:
python-version:
description: 'Python version to use'
required: true
client-version:
description: 'Client version (latest or published)'
required: true
provider:
description: 'Provider to setup (ollama or vllm)'
required: true
default: 'ollama'
run-vision-tests:
description: 'Whether to setup provider for vision tests'
required: false
default: 'false'
runs:
using: 'composite'
steps:
- name: Install dependencies
uses: ./.github/actions/setup-runner
with:
python-version: ${{ inputs.python-version }}
client-version: ${{ inputs.client-version }}
- name: Setup ollama
if: ${{ inputs.provider == 'ollama' }}
uses: ./.github/actions/setup-ollama
with:
run-vision-tests: ${{ inputs.run-vision-tests }}
- name: Setup vllm
if: ${{ inputs.provider == 'vllm' }}
uses: ./.github/actions/setup-vllm
- name: Build Llama Stack
shell: bash
run: |
uv run llama stack build --template ci-tests --image-type venv
- name: Configure git for commits
shell: bash
run: |
git config --local user.email "github-actions[bot]@users.noreply.github.com"
git config --local user.name "github-actions[bot]"

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@ -10,6 +10,7 @@ Llama Stack uses GitHub Actions for Continuous Integration (CI). Below is a tabl
| SqlStore Integration Tests | [integration-sql-store-tests.yml](integration-sql-store-tests.yml) | Run the integration test suite with SqlStore | | SqlStore Integration Tests | [integration-sql-store-tests.yml](integration-sql-store-tests.yml) | Run the integration test suite with SqlStore |
| Integration Tests | [integration-tests.yml](integration-tests.yml) | Run the integration test suite from tests/integration | | Integration Tests | [integration-tests.yml](integration-tests.yml) | Run the integration test suite from tests/integration |
| Vector IO Integration Tests | [integration-vector-io-tests.yml](integration-vector-io-tests.yml) | Run the integration test suite with various VectorIO providers | | Vector IO Integration Tests | [integration-vector-io-tests.yml](integration-vector-io-tests.yml) | Run the integration test suite with various VectorIO providers |
| Vision Inference Integration Tests | [integration-vision-tests.yml](integration-vision-tests.yml) | Run vision inference integration test suite from tests/integration/inference |
| Pre-commit | [pre-commit.yml](pre-commit.yml) | Run pre-commit checks | | Pre-commit | [pre-commit.yml](pre-commit.yml) | Run pre-commit checks |
| Test Llama Stack Build | [providers-build.yml](providers-build.yml) | Test llama stack build | | Test Llama Stack Build | [providers-build.yml](providers-build.yml) | Test llama stack build |
| Python Package Build Test | [python-build-test.yml](python-build-test.yml) | Test building the llama-stack PyPI project | | Python Package Build Test | [python-build-test.yml](python-build-test.yml) | Test building the llama-stack PyPI project |

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@ -5,7 +5,7 @@ run-name: Run the integration test suite from tests/integration
on: on:
push: push:
branches: [ main ] branches: [ main ]
pull_request: pull_request_target:
branches: [ main ] branches: [ main ]
types: [opened, synchronize, labeled] types: [opened, synchronize, labeled]
paths: paths:
@ -13,10 +13,10 @@ on:
- 'tests/**' - 'tests/**'
- 'uv.lock' - 'uv.lock'
- 'pyproject.toml' - 'pyproject.toml'
- 'requirements.txt'
- '.github/workflows/integration-tests.yml' # This workflow - '.github/workflows/integration-tests.yml' # This workflow
- '.github/actions/setup-ollama/action.yml' - '.github/actions/setup-ollama/action.yml'
- '.github/actions/run-integration-tests/action.yml' - '.github/actions/setup-test-environment/action.yml'
- '.github/actions/run-and-record-tests/action.yml'
schedule: schedule:
# If changing the cron schedule, update the provider in the test-matrix job # If changing the cron schedule, update the provider in the test-matrix job
- cron: '0 0 * * *' # (test latest client) Daily at 12 AM UTC - cron: '0 0 * * *' # (test latest client) Daily at 12 AM UTC
@ -31,6 +31,10 @@ on:
description: 'Test against a specific provider' description: 'Test against a specific provider'
type: string type: string
default: 'ollama' default: 'ollama'
force-inference-mode:
description: 'Force inference mode (record or replay)'
type: string
default: ''
concurrency: concurrency:
# This creates three concurrency groups: # This creates three concurrency groups:
@ -73,10 +77,16 @@ jobs:
- name: Check if re-record-tests label exists - name: Check if re-record-tests label exists
id: check-rerecord-tests id: check-rerecord-tests
run: | run: |
if [[ "${{ contains(github.event.pull_request.labels.*.name, 're-record-tests') }}" == "true" ]]; then if [[ "${{ inputs.force-inference-mode }}" == "record" ]]; then
echo "rerecord-tests=true" >> $GITHUB_OUTPUT echo "rerecord-tests=true" >> $GITHUB_OUTPUT
else elif [[ "${{ inputs.force-inference-mode }}" == "replay" ]]; then
echo "rerecord-tests=false" >> $GITHUB_OUTPUT echo "rerecord-tests=false" >> $GITHUB_OUTPUT
else
if [[ "${{ contains(github.event.pull_request.labels.*.name, 're-record-tests') }}" == "true" ]]; then
echo "rerecord-tests=true" >> $GITHUB_OUTPUT
else
echo "rerecord-tests=false" >> $GITHUB_OUTPUT
fi
fi fi
record-tests: record-tests:
@ -92,65 +102,26 @@ jobs:
steps: steps:
- name: Checkout repository - name: Checkout repository
uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2 uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
with:
ref: ${{ github.event.pull_request.head.ref }}
fetch-depth: 0
- name: Install dependencies - name: Setup test environment
uses: ./.github/actions/setup-runner uses: ./.github/actions/setup-test-environment
with: with:
python-version: "3.12" # Use single Python version for recording python-version: "3.12" # Use single Python version for recording
client-version: "latest" client-version: "latest"
provider: ${{ inputs.test-provider || 'ollama' }}
- name: Setup ollama - name: Run and record tests
if: ${{ inputs.test-provider == 'ollama' }} uses: ./.github/actions/run-and-record-tests
uses: ./.github/actions/setup-ollama
- name: Setup vllm
if: ${{ inputs.test-provider == 'vllm' }}
uses: ./.github/actions/setup-vllm
- name: Build Llama Stack
run: |
uv run llama stack build --template ci-tests --image-type venv
- name: Configure git for commits
run: |
git config --local user.email "github-actions[bot]@users.noreply.github.com"
git config --local user.name "github-actions[bot]"
- name: Run Integration Tests for All Types (Recording Mode)
uses: ./.github/actions/run-integration-tests
with: with:
test-types: ${{ needs.discover-tests.outputs.test-types }} test-types: ${{ needs.discover-tests.outputs.test-types }}
stack-config: 'server:ci-tests' # recording must be done with server since more tests are run stack-config: 'server:ci-tests' # recording must be done with server since more tests are run
provider: ${{ inputs.test-provider }} provider: ${{ inputs.test-provider || 'ollama' }}
inference-mode: 'record' inference-mode: 'record'
- name: Commit and push recordings run-replay-mode-tests:
run: |
if ! git diff --quiet tests/integration/recordings/; then
echo "Committing recordings"
git add tests/integration/recordings/
git commit -m "Update recordings"
echo "Pushing all recording commits to PR"
git push origin HEAD:${{ github.head_ref }}
else
echo "No recording changes"
fi
- name: Write inference logs to file
if: ${{ always() }}
run: |
sudo docker logs ollama > ollama-recording.log || true
- name: Upload recording logs
if: ${{ always() }}
uses: actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02 # v4.6.2
with:
name: recording-logs-${{ github.run_id }}
path: |
*.log
retention-days: 1
run-tests:
# Skip this job if we're in recording mode (handled by record-tests job) # Skip this job if we're in recording mode (handled by record-tests job)
if: ${{ needs.discover-tests.outputs.rerecord-tests != 'true' }} if: ${{ needs.discover-tests.outputs.rerecord-tests != 'true' }}
needs: discover-tests needs: discover-tests
@ -169,41 +140,17 @@ jobs:
- name: Checkout repository - name: Checkout repository
uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2 uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
- name: Install dependencies - name: Setup test environment
uses: ./.github/actions/setup-runner uses: ./.github/actions/setup-test-environment
with: with:
python-version: ${{ matrix.python-version }} python-version: ${{ matrix.python-version }}
client-version: ${{ matrix.client-version }} client-version: ${{ matrix.client-version }}
provider: ${{ matrix.provider }}
- name: Build Llama Stack - name: Run and record tests
run: | uses: ./.github/actions/run-and-record-tests
uv run llama stack build --template ci-tests --image-type venv
- name: Check Storage and Memory Available Before Tests
if: ${{ always() }}
run: |
free -h
df -h
- name: Run Integration Tests (Replay Mode)
uses: ./.github/actions/run-integration-tests
with: with:
test-types: ${{ needs.discover-tests.outputs.test-types }} test-types: ${{ needs.discover-tests.outputs.test-types }}
stack-config: ${{ matrix.client-type == 'library' && 'ci-tests' || 'server:ci-tests' }} stack-config: ${{ matrix.client-type == 'library' && 'ci-tests' || 'server:ci-tests' }}
provider: ${{ matrix.provider }} provider: ${{ matrix.provider }}
inference-mode: 'replay' inference-mode: 'replay'
- name: Check Storage and Memory Available After Tests
if: ${{ always() }}
run: |
free -h
df -h
- name: Upload test logs on failure
if: ${{ failure() }}
uses: actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02 # v4.6.2
with:
name: test-logs-${{ github.run_id }}-${{ github.run_attempt }}-${{ matrix.provider }}-${{ matrix.client-type }}-${{ matrix.python-version }}-${{ matrix.client-version }}
path: |
*.log
retention-days: 1

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@ -0,0 +1,141 @@
name: Vision Inference Integration Tests
run-name: Run vision inference integration test suite from tests/integration/inference
on:
push:
branches: [ main ]
pull_request_target:
branches: [ main ]
types: [opened, synchronize, labeled]
paths:
- 'llama_stack/**'
- 'tests/**'
- 'uv.lock'
- 'pyproject.toml'
- '.github/workflows/integration-vision-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-all-client-versions:
description: 'Test against both the latest and published versions'
type: boolean
default: false
force-inference-mode:
description: 'Force inference mode (record or replay)'
type: string
default: ''
concurrency:
# This creates three concurrency groups:
# ${{ github.workflow }}-${{ github.ref }}-rerecord (for valid triggers with re-record-tests label)
# ${{ github.workflow }}-${{ github.ref }}-replay (for valid triggers without re-record-tests label)
# ${{ github.workflow }}-${{ github.ref }}-no-run (for invalid triggers that will be skipped)
# The "no-run" group ensures that irrelevant label events don't interfere with the real workflows.
group: >-
${{ github.workflow }}-${{ github.ref }}-${{
((github.event.action == 'opened' || github.event.action == 'synchronize') && 'replay') ||
((github.event.action == 'labeled' && contains(github.event.pull_request.labels.*.name, 're-record-tests')) && 'rerecord' ||
'no-run')
}}
cancel-in-progress: true
jobs:
discover-tests:
if: |
github.event.action == 'opened' ||
github.event.action == 'synchronize' ||
(github.event.action == 'labeled' && contains(github.event.pull_request.labels.*.name, 're-record-tests'))
runs-on: ubuntu-latest
outputs:
rerecord-tests: ${{ steps.check-rerecord-tests.outputs.rerecord-tests }}
steps:
- name: Checkout repository
uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
- name: Check if re-record-tests label exists
id: check-rerecord-tests
run: |
if [[ "${{ inputs.force-inference-mode }}" == "record" ]]; then
echo "rerecord-tests=true" >> $GITHUB_OUTPUT
elif [[ "${{ inputs.force-inference-mode }}" == "replay" ]]; then
echo "rerecord-tests=false" >> $GITHUB_OUTPUT
else
if [[ "${{ contains(github.event.pull_request.labels.*.name, 're-record-tests') }}" == "true" ]]; then
echo "rerecord-tests=true" >> $GITHUB_OUTPUT
else
echo "rerecord-tests=false" >> $GITHUB_OUTPUT
fi
fi
record-tests:
# Sequential job for recording to avoid SQLite conflicts
if: ${{ needs.discover-tests.outputs.rerecord-tests == 'true' }}
needs: discover-tests
runs-on: ubuntu-latest
permissions:
contents: write
pull-requests: write
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
uses: ./.github/actions/setup-test-environment
with:
python-version: "3.12" # Use single Python version for recording
client-version: "latest"
provider: 'ollama'
run-vision-tests: 'true'
- name: Run and record tests
uses: ./.github/actions/run-and-record-tests
with:
test-types: '["vision"]'
stack-config: 'server:ci-tests' # re-recording must be done in server mode
provider: 'ollama'
inference-mode: 'record'
run-vision-tests: 'true'
run-replay-mode-tests:
# Skip this job if we're in recording mode (handled by record-tests job)
if: ${{ needs.discover-tests.outputs.rerecord-tests != 'true' }}
needs: discover-tests
runs-on: ubuntu-latest
strategy:
fail-fast: false
matrix:
client-type: [library]
provider: [ollama]
python-version: ["3.12"]
client-version: ["latest"]
steps:
- name: Checkout repository
uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
- name: Setup test environment
uses: ./.github/actions/setup-test-environment
with:
python-version: ${{ matrix.python-version }}
client-version: ${{ matrix.client-version }}
provider: ${{ matrix.provider }}
run-vision-tests: 'true'
- name: Run and record tests
uses: ./.github/actions/run-and-record-tests
with:
test-types: '["vision"]'
stack-config: ${{ matrix.client-type == 'library' && 'ci-tests' || 'server:ci-tests' }}
provider: ${{ matrix.provider }}
inference-mode: 'replay'
run-vision-tests: 'true'

View file

@ -1,5 +1,6 @@
# Containerfile used to build our all in one ollama image to run tests in CI # Containerfile used to build our all in one ollama image to run tests in CI
# podman build --platform linux/amd64 -f Containerfile -t ollama-with-models . #
# podman build --platform linux/amd64 -f ./ollama-with-models.containerfile -t ollama-with-models .
# #
FROM --platform=linux/amd64 ollama/ollama:latest FROM --platform=linux/amd64 ollama/ollama:latest

View file

@ -0,0 +1,14 @@
# Containerfile used to build our Ollama image with vision model to run tests in CI
#
# podman build --platform linux/amd64 -f ./ollama-with-vision-model.containerfile -t ollama-with-vision-model .
#
FROM --platform=linux/amd64 ollama/ollama:latest
# Start ollama and pull models in a single layer
RUN ollama serve & \
sleep 5 && \
ollama pull llama3.2-vision:11b && \
ollama pull all-minilm:l6-v2
# Set the entrypoint to start ollama serve
ENTRYPOINT ["ollama", "serve"]

View file

@ -25,12 +25,6 @@ def base64_image_data(image_path):
return base64.b64encode(image_path.read_bytes()).decode("utf-8") return base64.b64encode(image_path.read_bytes()).decode("utf-8")
@pytest.fixture
def base64_image_url(base64_image_data, image_path):
# suffix includes the ., so we remove it
return f"data:image/{image_path.suffix[1:]};base64,{base64_image_data}"
def test_image_chat_completion_non_streaming(client_with_models, vision_model_id): def test_image_chat_completion_non_streaming(client_with_models, vision_model_id):
message = { message = {
"role": "user", "role": "user",
@ -78,7 +72,9 @@ def multi_image_data():
def test_image_chat_completion_multiple_images(client_with_models, vision_model_id, multi_image_data, stream): def test_image_chat_completion_multiple_images(client_with_models, vision_model_id, multi_image_data, stream):
supported_models = ["llama-4", "gpt-4o", "llama4"] supported_models = ["llama-4", "gpt-4o", "llama4"]
if not any(model in vision_model_id.lower() for model in supported_models): if not any(model in vision_model_id.lower() for model in supported_models):
pytest.skip(f"Skip for non-supported model: {vision_model_id}") pytest.skip(
f"Skip since multi-image tests are only supported for {supported_models}, not for {vision_model_id}"
)
messages = [ messages = [
{ {
@ -183,24 +179,13 @@ def test_image_chat_completion_streaming(client_with_models, vision_model_id):
assert any(expected in streamed_content for expected in {"dog", "puppy", "pup"}) assert any(expected in streamed_content for expected in {"dog", "puppy", "pup"})
@pytest.mark.parametrize("type_", ["url", "data"]) def test_image_chat_completion_base64(client_with_models, vision_model_id, base64_image_data):
def test_image_chat_completion_base64(client_with_models, vision_model_id, base64_image_data, base64_image_url, type_):
image_spec = { image_spec = {
"url": { "type": "image",
"type": "image", "image": {
"image": { "data": base64_image_data,
"url": {
"uri": base64_image_url,
},
},
}, },
"data": { }
"type": "image",
"image": {
"data": base64_image_data,
},
},
}[type_]
message = { message = {
"role": "user", "role": "user",

View file

@ -20,15 +20,15 @@
"__type__": "ollama._types.GenerateResponse", "__type__": "ollama._types.GenerateResponse",
"__data__": { "__data__": {
"model": "llama-guard3:1b", "model": "llama-guard3:1b",
"created_at": "2025-07-29T20:32:56.173703Z", "created_at": "2025-07-31T17:59:03.590710793Z",
"done": true, "done": true,
"done_reason": "stop", "done_reason": "stop",
"total_duration": 136508333, "total_duration": 1043588135,
"load_duration": 65819417, "load_duration": 41601119,
"prompt_eval_count": 216, "prompt_eval_count": 216,
"prompt_eval_duration": 58491125, "prompt_eval_duration": 957017411,
"eval_count": 2, "eval_count": 2,
"eval_duration": 11513166, "eval_duration": 44409088,
"response": "safe", "response": "safe",
"thinking": null, "thinking": null,
"context": null "context": null

View file

@ -20,398 +20,398 @@
"created_at": null, "created_at": null,
"done": null, "done": null,
"done_reason": null, "done_reason": null,
"total_duration": 36244625, "total_duration": 14017069,
"load_duration": 29784250, "load_duration": 6084798,
"prompt_eval_count": 6, "prompt_eval_count": 6,
"prompt_eval_duration": null, "prompt_eval_duration": null,
"eval_count": null, "eval_count": null,
"eval_duration": null, "eval_duration": null,
"embeddings": [ "embeddings": [
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} }

View file

@ -20,15 +20,15 @@
"__type__": "ollama._types.GenerateResponse", "__type__": "ollama._types.GenerateResponse",
"__data__": { "__data__": {
"model": "llama3.2:3b-instruct-fp16", "model": "llama3.2:3b-instruct-fp16",
"created_at": "2025-07-29T21:56:49.398099Z", "created_at": "2025-07-31T17:59:42.166585642Z",
"done": true, "done": true,
"done_reason": "stop", "done_reason": "stop",
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"eval_count": 51, "eval_count": 51,
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"response": "It seems like you're trying to test the system, but I'm not sure what specific functionality or feature you'd like to test. Could you please provide more context or clarify what you're looking for? I'll do my best to assist you!", "response": "It seems like you're trying to test the system, but I'm not sure what specific functionality or feature you'd like to test. Could you please provide more context or clarify what you're looking for? I'll do my best to assist you!",
"thinking": null, "thinking": null,
"context": null "context": null

View file

@ -20,398 +20,398 @@
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View file

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"response": "The answer is Saturn! Saturn's ring system is one of the most iconic and well-known in our solar system. The rings are made up of ice particles, rock debris, and dust that orbit around the planet due to its gravitational pull.\n\nWould you like to know more about Saturn's rings or is there something else I can help you with?", "response": "The answer is Saturn! Saturn's ring system is one of the most iconic and well-known in our solar system. The rings are made up of ice particles, rock debris, and dust that orbit around the planet due to its gravitational pull.\n\nWould you like to know more about Saturn's rings or is there something else I can help you with?",
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View file

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"response": "The smallest country in the world is the Vatican City, which has a total area of approximately 0.44 km\u00b2 (0.17 sq mi). It is an independent city-state located within Rome, Italy, and is home to the Pope and the central government of the Catholic Church.\n\nTo put that into perspective, the Vatican City is smaller than a golf course! Despite its tiny size, it has its own government, currency, postal system, and even its own police force. It's also home to numerous iconic landmarks like St. Peter's Basilica and the Sistine Chapel.\n\nInterestingly, the Vatican City is not only the smallest country in the world but also the most densely populated, with a population of just over 800 people!", "response": "The smallest country in the world is the Vatican City, which has a total area of approximately 0.44 km\u00b2 (0.17 sq mi). It is an independent city-state located within Rome, Italy, and is home to the Pope and the central government of the Catholic Church.\n\nTo put that into perspective, the Vatican City is smaller than a golf course! Despite its tiny size, it has its own government, currency, postal system, and even its own police force. It's also home to numerous iconic landmarks like St. Peter's Basilica and the Sistine Chapel.\n\nInterestingly, the Vatican City is not only the smallest country in the world but also the most densely populated, with a population of just over 800 people!",
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"response": "{ \"name\": \"Michael Jordan\", \"year_born\": \"1963\", \"year_retired\": \"2003\"}\n ", "response": "{ \"name\": \"Michael Jordan\", \"year_born\": \"1963\", \"year_retired\": \"2003\"}\n ",
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View file

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{ {
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"text": "Blue.\n\nExplanation: This is a classic example of an alliterative poem, often referred to as \"red roses.\" The original phrase, \"Roses are red,\" was actually coined by Ernest Thesiger in 1910 and was followed by the complementary phrase, making the complete sentence a poetic device called an \"alliterative couplet.\"" "text": "Blue.\n\nExplanation: This is a play on words from the classic Valentine's Day poem \"Roses are red, violets are blue.\" The original poem typically ends with the line \"sent my love to you,\" but in this adaptation, I've altered it to rhyme by replacing \"blue\" with \"blue\" (a pun). However, it also makes a clever non-literary response."
} }
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View file

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View file

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} }

View file

@ -20,15 +20,15 @@
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"response": "I'm happy to help you with your test, but I don't see what kind of test we are testing. Could you please provide more context or clarify what kind of test you would like me to perform? Is it a programming test, a language proficiency test, or something else?", "response": "I'm happy to help you with your test, but I don't see what kind of test we are testing. Could you please provide more context or clarify what kind of test you would like me to perform? Is it a programming test, a language proficiency test, or something else?",
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View file

@ -20,15 +20,15 @@
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View file

@ -1,7 +1,7 @@
{ {
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View file

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"response": "The official currency of Japan is the Japanese yen (\u00a5). It is abbreviated as \"JPY\" and its symbol is \u00a5. The yen is divided into 100 sen, although the sen has been officially discontinued since 1967.\n\nYou can exchange your money for yen at banks, currency exchange offices, or use ATMs to withdraw cash from an ATM. Credit cards are also widely accepted in Japan, especially among major retailers and restaurants.\n\nIt's worth noting that some businesses may not accept foreign currencies other than US dollars, so it's a good idea to have some local currency on hand when traveling to Japan.", "response": "The official currency of Japan is the Japanese yen (\u00a5). It is abbreviated as \"JPY\" and its symbol is \u00a5. The yen is divided into 100 sen, although the sen has been officially discontinued since 1967.\n\nYou can exchange your money for yen at banks, currency exchange offices, or use ATMs to withdraw cash from an ATM. Credit cards are also widely accepted in Japan, especially among major retailers and restaurants.\n\nIt's worth noting that some businesses may not accept foreign currencies other than US dollars, so it's a good idea to have some local currency on hand when traveling to Japan.",
"thinking": null, "thinking": null,
"context": null "context": null

View file

@ -1,7 +1,7 @@
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