diff --git a/.github/workflows/ci-crewai-backend.yml b/.github/workflows/ci-crewai-backend.yml new file mode 100644 index 0000000..d9802c1 --- /dev/null +++ b/.github/workflows/ci-crewai-backend.yml @@ -0,0 +1,20 @@ +name: CI - CrewAI Backend + +on: + pull_request: + paths: + - 'mellea_contribs/crewai_backend/**' + - '.github/workflows/ci-crewai-backend.yml' + - '.github/workflows/quality-crewai-backend.yml' + push: + branches: + - main + paths: + - 'mellea_contribs/crewai_backend/**' + - '.github/workflows/ci-crewai-backend.yml' + - '.github/workflows/quality-crewai-backend.yml' + +jobs: + test: + uses: ./.github/workflows/quality-crewai-backend.yml + diff --git a/.github/workflows/ci-dspy-backend.yml b/.github/workflows/ci-dspy-backend.yml new file mode 100644 index 0000000..6f69a80 --- /dev/null +++ b/.github/workflows/ci-dspy-backend.yml @@ -0,0 +1,20 @@ +name: CI - DSPy Backend + +on: + pull_request: + paths: + - 'mellea_contribs/dspy_backend/**' + - '.github/workflows/ci-dspy-backend.yml' + - '.github/workflows/quality-dspy-backend.yml' + push: + branches: + - main + paths: + - 'mellea_contribs/dspy_backend/**' + - '.github/workflows/ci-dspy-backend.yml' + - '.github/workflows/quality-dspy-backend.yml' + +jobs: + test: + uses: ./.github/workflows/quality-dspy-backend.yml + diff --git a/.github/workflows/ci-langchain-backend.yml b/.github/workflows/ci-langchain-backend.yml new file mode 100644 index 0000000..6ddff23 --- /dev/null +++ b/.github/workflows/ci-langchain-backend.yml @@ -0,0 +1,20 @@ +name: CI - LangChain Backend + +on: + pull_request: + paths: + - 'mellea_contribs/langchain_backend/**' + - '.github/workflows/ci-langchain-backend.yml' + - '.github/workflows/quality-langchain-backend.yml' + push: + branches: + - main + paths: + - 'mellea_contribs/langchain_backend/**' + - '.github/workflows/ci-langchain-backend.yml' + - '.github/workflows/quality-langchain-backend.yml' + +jobs: + test: + uses: ./.github/workflows/quality-langchain-backend.yml + diff --git a/.github/workflows/ci-mellea-integration-core.yml b/.github/workflows/ci-mellea-integration-core.yml new file mode 100644 index 0000000..24f8001 --- /dev/null +++ b/.github/workflows/ci-mellea-integration-core.yml @@ -0,0 +1,20 @@ +name: CI - Mellea Integration Core + +on: + pull_request: + paths: + - 'mellea_contribs/mellea-integration-core/**' + - '.github/workflows/ci-mellea-integration-core.yml' + - '.github/workflows/quality-mellea-integration-core.yml' + push: + branches: + - main + paths: + - 'mellea_contribs/mellea-integration-core/**' + - '.github/workflows/ci-mellea-integration-core.yml' + - '.github/workflows/quality-mellea-integration-core.yml' + +jobs: + test: + uses: ./.github/workflows/quality-mellea-integration-core.yml + diff --git a/.github/workflows/ci-reqlib-package.yml b/.github/workflows/ci-reqlib-package.yml new file mode 100644 index 0000000..aecb371 --- /dev/null +++ b/.github/workflows/ci-reqlib-package.yml @@ -0,0 +1,19 @@ +name: CI - Reqlib Package + +on: + pull_request: + paths: + - 'mellea_contribs/reqlib_package/**' + - '.github/workflows/ci-reqlib-package.yml' + - '.github/workflows/quality-reqlib-package.yml' + push: + branches: + - main + paths: + - 'mellea_contribs/reqlib_package/**' + - '.github/workflows/ci-reqlib-package.yml' + - '.github/workflows/quality-reqlib-package.yml' + +jobs: + test: + uses: ./.github/workflows/quality-reqlib-package.yml diff --git a/.github/workflows/ci-subpackage-validation.yml b/.github/workflows/ci-subpackage-validation.yml new file mode 100644 index 0000000..dc9df2a --- /dev/null +++ b/.github/workflows/ci-subpackage-validation.yml @@ -0,0 +1,169 @@ +name: CI - Subpackage Validation + +on: + pull_request: + paths: + - 'mellea_contribs/**' + - '.github/workflows/ci-*.yml' + - '.github/workflows/quality-*.yml' + - '.github/workflows/ci-subpackage-validation.yml' + push: + branches: + - main + paths: + - 'mellea_contribs/**' + - '.github/workflows/ci-*.yml' + - '.github/workflows/quality-*.yml' + - '.github/workflows/ci-subpackage-validation.yml' + +jobs: + validate-subpackage-ci: + runs-on: ubuntu-latest + timeout-minutes: 10 + steps: + - uses: actions/checkout@v4 + + - name: Validate subpackage CI configurations + run: | + set -e + + echo "=== Validating CI configurations for mellea_contribs subpackages ===" + echo "" + + # Track validation status + all_valid=true + missing_ci=() + missing_quality=() + invalid_paths=() + missing_test_jobs=() + + # Find all subpackages (directories with pyproject.toml) + subpackages=() + for dir in mellea_contribs/*/; do + if [ -f "${dir}pyproject.toml" ]; then + subpackage=$(basename "$dir") + subpackages+=("$subpackage") + fi + done + + echo "Found ${#subpackages[@]} subpackages:" + printf ' - %s\n' "${subpackages[@]}" + echo "" + + # Validate each subpackage + for subpackage in "${subpackages[@]}"; do + echo "Checking: $subpackage" + + # Convert subpackage name to CI filename format + # e.g., langchain_backend -> ci-langchain-backend.yml + ci_name=$(echo "$subpackage" | sed 's/_/-/g') + ci_file=".github/workflows/ci-${ci_name}.yml" + quality_file=".github/workflows/quality-${ci_name}.yml" + + # Check if CI file exists + if [ ! -f "$ci_file" ]; then + echo " ❌ Missing CI file: $ci_file" + missing_ci+=("$subpackage") + all_valid=false + continue + fi + echo " ✓ CI file exists: $ci_file" + + # Check if quality workflow file exists + if [ ! -f "$quality_file" ]; then + echo " ❌ Missing quality workflow: $quality_file" + missing_quality+=("$subpackage") + all_valid=false + continue + fi + echo " ✓ Quality workflow exists: $quality_file" + + # Validate CI file has correct path triggers + expected_path="mellea_contribs/${subpackage}/" + if ! grep -q "paths:" "$ci_file"; then + echo " ❌ CI file missing 'paths:' section" + invalid_paths+=("$subpackage") + all_valid=false + elif ! grep -q "'${expected_path}\*\*'" "$ci_file" && ! grep -q "\"${expected_path}\*\*\"" "$ci_file"; then + echo " ❌ CI file missing path trigger for: ${expected_path}**" + invalid_paths+=("$subpackage") + all_valid=false + else + echo " ✓ CI file has correct path triggers" + fi + + # Validate CI file references quality workflow + if ! grep -q "uses: ./.github/workflows/quality-${ci_name}.yml" "$ci_file"; then + echo " ⚠️ Warning: CI file may not reference quality workflow correctly" + else + echo " ✓ CI file references quality workflow" + fi + + # Validate quality workflow has test jobs + if ! grep -q "jobs:" "$quality_file"; then + echo " ❌ Quality workflow missing 'jobs:' section" + missing_test_jobs+=("$subpackage") + all_valid=false + elif ! grep -q "pytest" "$quality_file" && ! grep -q "test" "$quality_file"; then + echo " ⚠️ Warning: Quality workflow may not run tests (no 'pytest' or 'test' found)" + else + echo " ✓ Quality workflow has test jobs" + fi + + echo "" + done + + # Summary report + echo "=== Validation Summary ===" + echo "" + + if [ "$all_valid" = true ]; then + echo "✅ All subpackages have valid CI configurations!" + exit 0 + else + echo "❌ Validation failed for one or more subpackages" + echo "" + + if [ ${#missing_ci[@]} -gt 0 ]; then + echo "Subpackages missing CI files:" + printf ' - %s\n' "${missing_ci[@]}" + echo "" + fi + + if [ ${#missing_quality[@]} -gt 0 ]; then + echo "Subpackages missing quality workflows:" + printf ' - %s\n' "${missing_quality[@]}" + echo "" + fi + + if [ ${#invalid_paths[@]} -gt 0 ]; then + echo "Subpackages with invalid path triggers:" + printf ' - %s\n' "${invalid_paths[@]}" + echo "" + fi + + if [ ${#missing_test_jobs[@]} -gt 0 ]; then + echo "Subpackages with missing test jobs:" + printf ' - %s\n' "${missing_test_jobs[@]}" + echo "" + fi + + echo "Please ensure each subpackage has:" + echo " 1. A CI workflow file: .github/workflows/ci-.yml" + echo " 2. A quality workflow file: .github/workflows/quality-.yml" + echo " 3. Correct path triggers in the CI file" + echo " 4. Test jobs in the quality workflow" + echo "" + echo "Example CI file structure:" + echo " on:" + echo " pull_request:" + echo " paths:" + echo " - 'mellea_contribs//**'" + echo " - '.github/workflows/ci-.yml'" + echo " - '.github/workflows/quality-.yml'" + echo " jobs:" + echo " test:" + echo " uses: ./.github/workflows/quality-.yml" + + exit 1 + fi diff --git a/.github/workflows/ci-tools-package.yml b/.github/workflows/ci-tools-package.yml new file mode 100644 index 0000000..0c8325e --- /dev/null +++ b/.github/workflows/ci-tools-package.yml @@ -0,0 +1,19 @@ +name: CI - Tools Package + +on: + pull_request: + paths: + - 'mellea_contribs/tools_package/**' + - '.github/workflows/ci-tools-package.yml' + - '.github/workflows/quality-tools-package.yml' + push: + branches: + - main + paths: + - 'mellea_contribs/tools_package/**' + - '.github/workflows/ci-tools-package.yml' + - '.github/workflows/quality-tools-package.yml' + +jobs: + test: + uses: ./.github/workflows/quality-tools-package.yml diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml deleted file mode 100644 index 825ebbd..0000000 --- a/.github/workflows/ci.yml +++ /dev/null @@ -1,9 +0,0 @@ -name: "Run CI" - -on: - pull_request: - types: [opened, reopened, synchronize] - -jobs: - code-checks: - uses: ./.github/workflows/quality.yml diff --git a/.github/workflows/quality-crewai-backend.yml b/.github/workflows/quality-crewai-backend.yml new file mode 100644 index 0000000..5d4e5ba --- /dev/null +++ b/.github/workflows/quality-crewai-backend.yml @@ -0,0 +1,50 @@ +name: Quality - CrewAI Backend + +on: + workflow_call: + +concurrency: + group: ${{ github.workflow }}-${{ github.event_name == 'pull_request' && github.event.pull_request.number || github.ref_name }} + cancel-in-progress: true + +env: + CICD: 1 + +jobs: + test-crewai-backend: + runs-on: ubuntu-latest + timeout-minutes: 30 + strategy: + matrix: + python-version: ["3.11", "3.12", "3.13"] + max-parallel: 1 + steps: + - uses: actions/checkout@v4 + - name: Install Ollama + run: curl -fsSL https://ollama.com/install.sh | sh + - name: Start serving ollama + run: nohup ollama serve & + - name: Pull model granite4:micro + run: ollama pull granite4:micro + - name: Install dependencies and run tests + run: | + cd mellea_contribs/crewai_backend + if ! command -v uv &> /dev/null; then + echo "Installing uv..." + pip install uv + fi + echo "Setting up virtual environment..." + uv venv + source .venv/bin/activate + echo "Installing mellea-integration-core..." + uv pip install -e ../mellea-integration-core + echo "Installing crewai_backend..." + uv pip install -e . + echo "Installing test dependencies..." + uv pip install pytest pytest-asyncio pytest-cov + echo "Running tests..." + python -m pytest -v tests/ --ignore=tests/integration + deactivate + - name: Send failure message + if: failure() + run: echo "CrewAI backend tests failed. Please verify that tests are working locally." diff --git a/.github/workflows/quality-dspy-backend.yml b/.github/workflows/quality-dspy-backend.yml new file mode 100644 index 0000000..dc4967e --- /dev/null +++ b/.github/workflows/quality-dspy-backend.yml @@ -0,0 +1,45 @@ +name: Quality - DSPy Backend + +on: + workflow_call: + +concurrency: + group: ${{ github.workflow }}-${{ github.event_name == 'pull_request' && github.event.pull_request.number || github.ref_name }} + cancel-in-progress: true + +env: + CICD: 1 + OLLAMA_HOST: "127.0.0.1:5000" + +jobs: + test-dspy-backend: + runs-on: ubuntu-latest + timeout-minutes: 90 + strategy: + matrix: + python-version: ["3.11", "3.12", "3.13"] + max-parallel: 1 + steps: + - uses: actions/checkout@v4 + - name: Free disk space + uses: ./.github/actions/free-disk-space + - name: Install Ollama + run: curl -fsSL https://ollama.com/install.sh | sh + - name: Start serving ollama + run: nohup ollama serve & + - name: Pull model granite4:micro + run: ollama pull granite4:micro + - name: Install dependencies and run tests + run: | + cd mellea_contribs/dspy_backend + if ! command -v uv &> /dev/null; then + echo "Installing uv..." + pip install uv + fi + echo "Setting up virtual environment and installing dependencies..." + uv sync --dev + echo "Running tests..." + uv run -- pytest -v tests/ --ignore=tests/integration + - name: Send failure message + if: failure() + run: echo "DSPy backend tests failed. Please verify that tests are working locally." diff --git a/.github/workflows/quality-langchain-backend.yml b/.github/workflows/quality-langchain-backend.yml new file mode 100644 index 0000000..4c2212a --- /dev/null +++ b/.github/workflows/quality-langchain-backend.yml @@ -0,0 +1,51 @@ +name: Quality - LangChain Backend + +on: + workflow_call: + +concurrency: + group: ${{ github.workflow }}-${{ github.event_name == 'pull_request' && github.event.pull_request.number || github.ref_name }} + cancel-in-progress: true + +env: + CICD: 1 + +jobs: + test-langchain-backend: + runs-on: ubuntu-latest + timeout-minutes: 30 + strategy: + matrix: + python-version: ["3.11", "3.12", "3.13"] + max-parallel: 3 + steps: + - uses: actions/checkout@v4 + - name: Install uv and set the python version + uses: astral-sh/setup-uv@v5 + with: + python-version: ${{ matrix.python-version }} + enable-cache: true + - name: Install dependencies and run tests + run: | + cd mellea_contribs/langchain_backend + if ! command -v uv &> /dev/null; then + echo "Installing uv..." + pip install uv + fi + echo "Setting up virtual environment..." + uv venv + source .venv/bin/activate + echo "Installing mellea-integration-core..." + uv pip install -e ../mellea-integration-core + echo "Installing langchain_backend..." + uv pip install -e . + echo "Installing test dependencies..." + uv pip install pytest pytest-asyncio pytest-cov + echo "Running tests..." + python -m pytest -v tests/ --ignore=tests/integration + deactivate + - name: Send failure message + if: failure() + run: echo "LangChain backend tests failed. Please verify that tests are working locally." + + diff --git a/.github/workflows/quality-mellea-integration-core.yml b/.github/workflows/quality-mellea-integration-core.yml new file mode 100644 index 0000000..d660fe0 --- /dev/null +++ b/.github/workflows/quality-mellea-integration-core.yml @@ -0,0 +1,37 @@ +name: Quality - Mellea Integration Core + +on: + workflow_call: + +concurrency: + group: ${{ github.workflow }}-${{ github.event_name == 'pull_request' && github.event.pull_request.number || github.ref_name }} + cancel-in-progress: true + +env: + CICD: 1 + +jobs: + test-mellea-integration-core: + runs-on: ubuntu-latest + timeout-minutes: 30 + strategy: + matrix: + python-version: ["3.11", "3.12", "3.13"] + max-parallel: 3 + steps: + - uses: actions/checkout@v4 + #- name: Install uv and set the python version + # uses: astral-sh/setup-uv@v5 + # with: + # python-version: ${{ matrix.python-version }} + # enable-cache: true + - name: Install dependencies and run tests + run: | + pip install uv + cd mellea_contribs/mellea-integration-core + uv sync --dev + uv pip install pytest pytest-asyncio pytest-cov ruff mypy + uv run python -m pytest -v tests/ + - name: Send failure message + if: failure() + run: echo "mellea-integration-core tests failed. Please verify that tests are working locally." diff --git a/.github/workflows/quality-reqlib-package.yml b/.github/workflows/quality-reqlib-package.yml new file mode 100644 index 0000000..d02ccc5 --- /dev/null +++ b/.github/workflows/quality-reqlib-package.yml @@ -0,0 +1,44 @@ +name: Quality - Reqlib Package + +on: + workflow_call: + +concurrency: + group: ${{ github.workflow }}-${{ github.event_name == 'pull_request' && github.event.pull_request.number || github.ref_name }} + cancel-in-progress: true + +env: + CICD: 1 + +jobs: + test-reqlib-package: + runs-on: ubuntu-latest + timeout-minutes: 30 + strategy: + matrix: + python-version: ["3.11", "3.12", "3.13"] + max-parallel: 1 + steps: + - uses: actions/checkout@v4 + - name: Free disk space + uses: ./.github/actions/free-disk-space + - name: Install Ollama + run: curl -fsSL https://ollama.com/install.sh | sh + - name: Start serving ollama + run: nohup ollama serve & + - name: Pull model granite4:micro + run: ollama pull granite4:micro + - name: Install dependencies and run tests + run: | + cd mellea_contribs/reqlib_package + if ! command -v uv &> /dev/null; then + echo "Installing uv..." + pip install uv + fi + echo "Setting up virtual environment and installing dependencies..." + uv sync --dev + echo "Running tests..." + uv run -- pytest -v test/ + - name: Send failure message + if: failure() + run: echo "Reqlib package tests failed. Please verify that tests are working locally." diff --git a/.github/workflows/quality-tools-package.yml b/.github/workflows/quality-tools-package.yml new file mode 100644 index 0000000..b472f64 --- /dev/null +++ b/.github/workflows/quality-tools-package.yml @@ -0,0 +1,45 @@ +name: Quality - Tools Package + +on: + workflow_call: + +concurrency: + group: ${{ github.workflow }}-${{ github.event_name == 'pull_request' && github.event.pull_request.number || github.ref_name }} + cancel-in-progress: true + +env: + CICD: 1 + +jobs: + test-tools-package: + runs-on: ubuntu-latest + timeout-minutes: 30 + strategy: + matrix: + python-version: ["3.11", "3.12", "3.13"] + max-parallel: 1 + steps: + - uses: actions/checkout@v4 + - name: Free disk space + uses: ./.github/actions/free-disk-space + - name: Install Ollama + run: curl -fsSL https://ollama.com/install.sh | sh + - name: Start serving ollama + run: nohup ollama serve & + - name: Pull model granite4:micro + run: ollama pull granite4:micro + - name: Install dependencies and run tests + run: | + cd mellea_contribs/tools_package + if ! command -v uv &> /dev/null; then + echo "Installing uv..." + pip install uv + fi + echo "Setting up virtual environment and installing dependencies..." + uv sync --dev + echo "Running tests..." + uv run -- pytest -v test/test_double_round_robin.py test/test_top_k.py + - name: Send failure message + if: failure() + run: echo "Tools package tests failed. Please verify that tests are working locally. Note - test_mprogram_robustness.py requires benchdrift package and is skipped." + diff --git a/.github/workflows/quality.yml b/.github/workflows/quality.yml deleted file mode 100644 index 61b8603..0000000 --- a/.github/workflows/quality.yml +++ /dev/null @@ -1,65 +0,0 @@ -name: Verify Code Quality - -on: - workflow_call: - -concurrency: - group: ${{ github.workflow }}-${{ github.event_name == 'pull_request' && github.event.pull_request.number || github.ref_name }} - cancel-in-progress: true - -env: - CICD: 1 - OLLAMA_HOST: "127.0.0.1:5000" - -jobs: - quality: - runs-on: ubuntu-latest - timeout-minutes: 90 - strategy: - matrix: - python-version: ["3.11", "3.12", "3.13"] - steps: - - uses: actions/checkout@v4 - - name: Free disk space - uses: ./.github/actions/free-disk-space - - name: Install uv and set the python version - uses: astral-sh/setup-uv@v5 - with: - python-version: ${{ matrix.python-version }} - enable-cache: true - - name: Install mellea from main branch - run: uv pip install git+https://github.com/generative-computing/mellea.git@main - # TODO: Enable pre-commit once code quality issues are fixed - # - name: pre-commit cache key - # run: echo "PY=$(python -VV | sha256sum | cut -d' ' -f1)" >> "$GITHUB_ENV" - # - uses: actions/cache@v4 - # with: - # path: ~/.cache/pre-commit - # key: pre-commit|${{ env.PY }}|${{ hashFiles('.pre-commit-config.yaml') }} - - name: Install dependencies - run: uv sync --frozen --all-extras --group dev - # - name: Check style and run tests - # run: pre-commit run --all-files - # - name: Send failure message pre-commit - # if: failure() - # run: echo "The quality verification failed. Please run precommit " - - name: Install Ollama - run: curl -fsSL https://ollama.com/install.sh | sh - - name: Start serving ollama - run: nohup ollama serve & - - name: Pull model granite4:micro - run: ollama pull granite4:micro - - name: Run Root Package Tests - run: uv run -m pytest -v test - continue-on-error: true - - name: Run mellea-integration-core Tests - run: cd integrations/mellea-integration-core && uv sync && uv pip install git+https://github.com/generative-computing/mellea.git@main && PYTHONPATH=src uv run pytest -v - - name: Run mellea-crewai Tests - run: cd integrations/crewai && uv pip install git+https://github.com/generative-computing/mellea.git@main && uv pip install ../mellea-integration-core && uv pip install crewai pydantic pytest pytest-asyncio pytest-cov && PYTHONPATH=src:../mellea-integration-core/src python -m pytest -v --ignore=tests/integration - - name: Run mellea-langchain Tests - run: cd integrations/langchain && uv pip install git+https://github.com/generative-computing/mellea.git@main && uv pip install ../mellea-integration-core && uv pip install langchain-core pydantic pytest pytest-asyncio pytest-cov && PYTHONPATH=src:../mellea-integration-core/src python -m pytest -v --ignore=tests/integration - - name: Run mellea-dspy Tests - run: cd integrations/dspy && uv pip install git+https://github.com/generative-computing/mellea.git@main && uv pip install ../mellea-integration-core && uv pip install dspy pytest pytest-asyncio pytest-cov && PYTHONPATH=src:../mellea-integration-core/src python -m pytest -v --ignore=tests/integration - - name: Send failure message tests - if: failure() - run: echo "Tests failed. Please verify that tests are working locally." diff --git a/integrations/crewai/GETTING_STARTED.md b/mellea_contribs/crewai_backend/GETTING_STARTED.md similarity index 100% rename from integrations/crewai/GETTING_STARTED.md rename to mellea_contribs/crewai_backend/GETTING_STARTED.md diff --git a/integrations/crewai/README.md b/mellea_contribs/crewai_backend/README.md similarity index 100% rename from integrations/crewai/README.md rename to mellea_contribs/crewai_backend/README.md diff --git a/integrations/crewai/examples/async_usage_example.py b/mellea_contribs/crewai_backend/examples/async_usage_example.py similarity index 99% rename from integrations/crewai/examples/async_usage_example.py rename to mellea_contribs/crewai_backend/examples/async_usage_example.py index 1761a31..cd09907 100644 --- a/integrations/crewai/examples/async_usage_example.py +++ b/mellea_contribs/crewai_backend/examples/async_usage_example.py @@ -189,5 +189,3 @@ async def main(): if __name__ == "__main__": asyncio.run(main()) - -# Made with Bob diff --git a/integrations/crewai/examples/basic_usage.py b/mellea_contribs/crewai_backend/examples/basic_usage.py similarity index 100% rename from integrations/crewai/examples/basic_usage.py rename to mellea_contribs/crewai_backend/examples/basic_usage.py diff --git a/integrations/crewai/examples/multi_agent_crew_example.py b/mellea_contribs/crewai_backend/examples/multi_agent_crew_example.py similarity index 99% rename from integrations/crewai/examples/multi_agent_crew_example.py rename to mellea_contribs/crewai_backend/examples/multi_agent_crew_example.py index c1df800..bc28f81 100644 --- a/integrations/crewai/examples/multi_agent_crew_example.py +++ b/mellea_contribs/crewai_backend/examples/multi_agent_crew_example.py @@ -255,5 +255,3 @@ def main(): if __name__ == "__main__": main() - -# Made with Bob diff --git a/integrations/crewai/examples/requirements_example.py b/mellea_contribs/crewai_backend/examples/requirements_example.py similarity index 100% rename from integrations/crewai/examples/requirements_example.py rename to mellea_contribs/crewai_backend/examples/requirements_example.py diff --git a/integrations/crewai/examples/streaming_example.py b/mellea_contribs/crewai_backend/examples/streaming_example.py similarity index 99% rename from integrations/crewai/examples/streaming_example.py rename to mellea_contribs/crewai_backend/examples/streaming_example.py index 6e2b176..62984e5 100644 --- a/integrations/crewai/examples/streaming_example.py +++ b/mellea_contribs/crewai_backend/examples/streaming_example.py @@ -175,5 +175,3 @@ def main(): if __name__ == "__main__": main() - -# Made with Bob diff --git a/integrations/crewai/examples/tool_usage_example.py b/mellea_contribs/crewai_backend/examples/tool_usage_example.py similarity index 100% rename from integrations/crewai/examples/tool_usage_example.py rename to mellea_contribs/crewai_backend/examples/tool_usage_example.py diff --git a/integrations/crewai/examples/validator_usage_example.py b/mellea_contribs/crewai_backend/examples/validator_usage_example.py similarity index 99% rename from integrations/crewai/examples/validator_usage_example.py rename to mellea_contribs/crewai_backend/examples/validator_usage_example.py index a7dc037..10571c6 100644 --- a/integrations/crewai/examples/validator_usage_example.py +++ b/mellea_contribs/crewai_backend/examples/validator_usage_example.py @@ -177,4 +177,3 @@ def main(): if __name__ == "__main__": main() - diff --git a/integrations/crewai/pyproject.toml b/mellea_contribs/crewai_backend/pyproject.toml similarity index 99% rename from integrations/crewai/pyproject.toml rename to mellea_contribs/crewai_backend/pyproject.toml index 619f270..5aa4128 100644 --- a/integrations/crewai/pyproject.toml +++ b/mellea_contribs/crewai_backend/pyproject.toml @@ -3,7 +3,7 @@ name = "mellea-crewai" version = "0.1.0" description = "CrewAI integration for Mellea - enables CrewAI agents to use Mellea's generative programming capabilities" readme = "README.md" -requires-python = ">=3.10" +requires-python = ">=3.11" license = { text = "Apache-2.0" } authors = [ { name = "IBM Research", email = "mellea@ibm.com" } diff --git a/integrations/crewai/src/mellea_crewai/__init__.py b/mellea_contribs/crewai_backend/src/mellea_crewai/__init__.py similarity index 100% rename from integrations/crewai/src/mellea_crewai/__init__.py rename to mellea_contribs/crewai_backend/src/mellea_crewai/__init__.py diff --git a/integrations/crewai/src/mellea_crewai/llm.py b/mellea_contribs/crewai_backend/src/mellea_crewai/llm.py similarity index 100% rename from integrations/crewai/src/mellea_crewai/llm.py rename to mellea_contribs/crewai_backend/src/mellea_crewai/llm.py diff --git a/integrations/crewai/src/mellea_crewai/message_conversion.py b/mellea_contribs/crewai_backend/src/mellea_crewai/message_conversion.py similarity index 100% rename from integrations/crewai/src/mellea_crewai/message_conversion.py rename to mellea_contribs/crewai_backend/src/mellea_crewai/message_conversion.py diff --git a/integrations/crewai/src/mellea_crewai/tool_conversion.py b/mellea_contribs/crewai_backend/src/mellea_crewai/tool_conversion.py similarity index 100% rename from integrations/crewai/src/mellea_crewai/tool_conversion.py rename to mellea_contribs/crewai_backend/src/mellea_crewai/tool_conversion.py diff --git a/integrations/crewai/src/mellea_crewai/validators.py b/mellea_contribs/crewai_backend/src/mellea_crewai/validators.py similarity index 99% rename from integrations/crewai/src/mellea_crewai/validators.py rename to mellea_contribs/crewai_backend/src/mellea_crewai/validators.py index 80ada88..fc262fb 100644 --- a/integrations/crewai/src/mellea_crewai/validators.py +++ b/mellea_contribs/crewai_backend/src/mellea_crewai/validators.py @@ -150,5 +150,3 @@ def create_guardrails( ``` """ return [create_guardrail(req, error_prefix) for req in requirements] - - diff --git a/integrations/crewai/tests/conftest.py b/mellea_contribs/crewai_backend/tests/conftest.py similarity index 100% rename from integrations/crewai/tests/conftest.py rename to mellea_contribs/crewai_backend/tests/conftest.py diff --git a/integrations/crewai/tests/integration/__init__.py b/mellea_contribs/crewai_backend/tests/integration/__init__.py similarity index 100% rename from integrations/crewai/tests/integration/__init__.py rename to mellea_contribs/crewai_backend/tests/integration/__init__.py diff --git a/integrations/crewai/tests/integration/test_integration_crew.py b/mellea_contribs/crewai_backend/tests/integration/test_integration_crew.py similarity index 100% rename from integrations/crewai/tests/integration/test_integration_crew.py rename to mellea_contribs/crewai_backend/tests/integration/test_integration_crew.py diff --git a/integrations/crewai/tests/integration/test_validators_integration.py b/mellea_contribs/crewai_backend/tests/integration/test_validators_integration.py similarity index 99% rename from integrations/crewai/tests/integration/test_validators_integration.py rename to mellea_contribs/crewai_backend/tests/integration/test_validators_integration.py index 46e0338..815b03f 100644 --- a/integrations/crewai/tests/integration/test_validators_integration.py +++ b/mellea_contribs/crewai_backend/tests/integration/test_validators_integration.py @@ -218,5 +218,3 @@ def test_guardrail_error_messages(self, mock_mellea_session): assert passed is False assert "Validation failed" in value assert "Must have at least 20 words" in value - - diff --git a/integrations/crewai/tests/test_llm.py b/mellea_contribs/crewai_backend/tests/test_llm.py similarity index 100% rename from integrations/crewai/tests/test_llm.py rename to mellea_contribs/crewai_backend/tests/test_llm.py diff --git a/integrations/crewai/tests/test_message_conversion.py b/mellea_contribs/crewai_backend/tests/test_message_conversion.py similarity index 100% rename from integrations/crewai/tests/test_message_conversion.py rename to mellea_contribs/crewai_backend/tests/test_message_conversion.py diff --git a/integrations/crewai/tests/test_tool_conversion.py b/mellea_contribs/crewai_backend/tests/test_tool_conversion.py similarity index 100% rename from integrations/crewai/tests/test_tool_conversion.py rename to mellea_contribs/crewai_backend/tests/test_tool_conversion.py diff --git a/integrations/crewai/tests/test_validators.py b/mellea_contribs/crewai_backend/tests/test_validators.py similarity index 99% rename from integrations/crewai/tests/test_validators.py rename to mellea_contribs/crewai_backend/tests/test_validators.py index 3db7b96..84a7b1d 100644 --- a/integrations/crewai/tests/test_validators.py +++ b/mellea_contribs/crewai_backend/tests/test_validators.py @@ -132,5 +132,3 @@ def test_create_guardrails_with_custom_error_prefix(self): assert passed is False assert "Custom" in value - - diff --git a/integrations/dspy/GETTING_STARTED.md b/mellea_contribs/dspy_backend/GETTING_STARTED.md similarity index 100% rename from integrations/dspy/GETTING_STARTED.md rename to mellea_contribs/dspy_backend/GETTING_STARTED.md diff --git a/integrations/dspy/README.md b/mellea_contribs/dspy_backend/README.md similarity index 100% rename from integrations/dspy/README.md rename to mellea_contribs/dspy_backend/README.md diff --git a/integrations/dspy/examples/01_basic_usage.py b/mellea_contribs/dspy_backend/examples/01_basic_usage.py similarity index 100% rename from integrations/dspy/examples/01_basic_usage.py rename to mellea_contribs/dspy_backend/examples/01_basic_usage.py diff --git a/integrations/dspy/examples/02_requirements_validation.py b/mellea_contribs/dspy_backend/examples/02_requirements_validation.py similarity index 100% rename from integrations/dspy/examples/02_requirements_validation.py rename to mellea_contribs/dspy_backend/examples/02_requirements_validation.py diff --git a/integrations/dspy/examples/03_sampling_strategies.py b/mellea_contribs/dspy_backend/examples/03_sampling_strategies.py similarity index 100% rename from integrations/dspy/examples/03_sampling_strategies.py rename to mellea_contribs/dspy_backend/examples/03_sampling_strategies.py diff --git a/integrations/dspy/examples/04_async_operations.py b/mellea_contribs/dspy_backend/examples/04_async_operations.py similarity index 100% rename from integrations/dspy/examples/04_async_operations.py rename to mellea_contribs/dspy_backend/examples/04_async_operations.py diff --git a/integrations/dspy/examples/05_dspy_modules.py b/mellea_contribs/dspy_backend/examples/05_dspy_modules.py similarity index 100% rename from integrations/dspy/examples/05_dspy_modules.py rename to mellea_contribs/dspy_backend/examples/05_dspy_modules.py diff --git a/integrations/dspy/examples/06_optimization.py b/mellea_contribs/dspy_backend/examples/06_optimization.py similarity index 100% rename from integrations/dspy/examples/06_optimization.py rename to mellea_contribs/dspy_backend/examples/06_optimization.py diff --git a/integrations/dspy/examples/07_ollama_granite.py b/mellea_contribs/dspy_backend/examples/07_ollama_granite.py similarity index 100% rename from integrations/dspy/examples/07_ollama_granite.py rename to mellea_contribs/dspy_backend/examples/07_ollama_granite.py diff --git a/integrations/dspy/examples/08_bestofn_verification.py b/mellea_contribs/dspy_backend/examples/08_bestofn_verification.py similarity index 100% rename from integrations/dspy/examples/08_bestofn_verification.py rename to mellea_contribs/dspy_backend/examples/08_bestofn_verification.py diff --git a/integrations/dspy/examples/09_refine_verification.py b/mellea_contribs/dspy_backend/examples/09_refine_verification.py similarity index 100% rename from integrations/dspy/examples/09_refine_verification.py rename to mellea_contribs/dspy_backend/examples/09_refine_verification.py diff --git a/integrations/dspy/examples/10_hybrid_approach.py b/mellea_contribs/dspy_backend/examples/10_hybrid_approach.py similarity index 100% rename from integrations/dspy/examples/10_hybrid_approach.py rename to mellea_contribs/dspy_backend/examples/10_hybrid_approach.py diff --git a/integrations/dspy/examples/README.md b/mellea_contribs/dspy_backend/examples/README.md similarity index 100% rename from integrations/dspy/examples/README.md rename to mellea_contribs/dspy_backend/examples/README.md diff --git a/integrations/dspy/pyproject.toml b/mellea_contribs/dspy_backend/pyproject.toml similarity index 98% rename from integrations/dspy/pyproject.toml rename to mellea_contribs/dspy_backend/pyproject.toml index 8edfd30..ad5c5d1 100644 --- a/integrations/dspy/pyproject.toml +++ b/mellea_contribs/dspy_backend/pyproject.toml @@ -3,7 +3,7 @@ name = "mellea-dspy" version = "0.1.0" description = "DSPy integration for Mellea - enabling structured prompting with generative programming" readme = "README.md" -requires-python = ">=3.10" +requires-python = ">=3.11" dependencies = [ "dspy>=3.1.3", "mellea>=0.3.2", diff --git a/integrations/dspy/src/mellea_dspy/__init__.py b/mellea_contribs/dspy_backend/src/mellea_dspy/__init__.py similarity index 100% rename from integrations/dspy/src/mellea_dspy/__init__.py rename to mellea_contribs/dspy_backend/src/mellea_dspy/__init__.py diff --git a/integrations/dspy/src/mellea_dspy/lm.py b/mellea_contribs/dspy_backend/src/mellea_dspy/lm.py similarity index 100% rename from integrations/dspy/src/mellea_dspy/lm.py rename to mellea_contribs/dspy_backend/src/mellea_dspy/lm.py diff --git a/integrations/dspy/src/mellea_dspy/message_conversion.py b/mellea_contribs/dspy_backend/src/mellea_dspy/message_conversion.py similarity index 100% rename from integrations/dspy/src/mellea_dspy/message_conversion.py rename to mellea_contribs/dspy_backend/src/mellea_dspy/message_conversion.py diff --git a/integrations/dspy/src/mellea_dspy/verification.py b/mellea_contribs/dspy_backend/src/mellea_dspy/verification.py similarity index 100% rename from integrations/dspy/src/mellea_dspy/verification.py rename to mellea_contribs/dspy_backend/src/mellea_dspy/verification.py diff --git a/integrations/dspy/tests/__init__.py b/mellea_contribs/dspy_backend/tests/__init__.py similarity index 100% rename from integrations/dspy/tests/__init__.py rename to mellea_contribs/dspy_backend/tests/__init__.py diff --git a/integrations/dspy/tests/conftest.py b/mellea_contribs/dspy_backend/tests/conftest.py similarity index 94% rename from integrations/dspy/tests/conftest.py rename to mellea_contribs/dspy_backend/tests/conftest.py index 9406397..9793bb4 100644 --- a/integrations/dspy/tests/conftest.py +++ b/mellea_contribs/dspy_backend/tests/conftest.py @@ -3,6 +3,5 @@ This file registers pytest markers and provides shared test utilities. """ -import pytest # Marker is declared in pyproject.toml; this file serves as the pytest plugin entry point diff --git a/integrations/dspy/tests/integration/__init__.py b/mellea_contribs/dspy_backend/tests/integration/__init__.py similarity index 100% rename from integrations/dspy/tests/integration/__init__.py rename to mellea_contribs/dspy_backend/tests/integration/__init__.py diff --git a/integrations/dspy/tests/integration/conftest.py b/mellea_contribs/dspy_backend/tests/integration/conftest.py similarity index 100% rename from integrations/dspy/tests/integration/conftest.py rename to mellea_contribs/dspy_backend/tests/integration/conftest.py diff --git a/integrations/dspy/tests/integration/test_basic.py b/mellea_contribs/dspy_backend/tests/integration/test_basic.py similarity index 100% rename from integrations/dspy/tests/integration/test_basic.py rename to mellea_contribs/dspy_backend/tests/integration/test_basic.py diff --git a/integrations/dspy/tests/integration/test_dspy_modules.py b/mellea_contribs/dspy_backend/tests/integration/test_dspy_modules.py similarity index 100% rename from integrations/dspy/tests/integration/test_dspy_modules.py rename to mellea_contribs/dspy_backend/tests/integration/test_dspy_modules.py diff --git a/integrations/dspy/tests/integration/test_requirements_live.py b/mellea_contribs/dspy_backend/tests/integration/test_requirements_live.py similarity index 100% rename from integrations/dspy/tests/integration/test_requirements_live.py rename to mellea_contribs/dspy_backend/tests/integration/test_requirements_live.py diff --git a/integrations/dspy/tests/integration/test_strategy_live.py b/mellea_contribs/dspy_backend/tests/integration/test_strategy_live.py similarity index 100% rename from integrations/dspy/tests/integration/test_strategy_live.py rename to mellea_contribs/dspy_backend/tests/integration/test_strategy_live.py diff --git a/integrations/dspy/tests/integration/test_verification_live.py b/mellea_contribs/dspy_backend/tests/integration/test_verification_live.py similarity index 100% rename from integrations/dspy/tests/integration/test_verification_live.py rename to mellea_contribs/dspy_backend/tests/integration/test_verification_live.py diff --git a/integrations/dspy/tests/unit/__init__.py b/mellea_contribs/dspy_backend/tests/unit/__init__.py similarity index 100% rename from integrations/dspy/tests/unit/__init__.py rename to mellea_contribs/dspy_backend/tests/unit/__init__.py diff --git a/integrations/dspy/tests/unit/test_lm.py b/mellea_contribs/dspy_backend/tests/unit/test_lm.py similarity index 100% rename from integrations/dspy/tests/unit/test_lm.py rename to mellea_contribs/dspy_backend/tests/unit/test_lm.py diff --git a/integrations/dspy/tests/unit/test_message_conversion.py b/mellea_contribs/dspy_backend/tests/unit/test_message_conversion.py similarity index 100% rename from integrations/dspy/tests/unit/test_message_conversion.py rename to mellea_contribs/dspy_backend/tests/unit/test_message_conversion.py diff --git a/integrations/dspy/tests/unit/test_requirements.py b/mellea_contribs/dspy_backend/tests/unit/test_requirements.py similarity index 100% rename from integrations/dspy/tests/unit/test_requirements.py rename to mellea_contribs/dspy_backend/tests/unit/test_requirements.py diff --git a/integrations/dspy/tests/unit/test_strategy.py b/mellea_contribs/dspy_backend/tests/unit/test_strategy.py similarity index 100% rename from integrations/dspy/tests/unit/test_strategy.py rename to mellea_contribs/dspy_backend/tests/unit/test_strategy.py diff --git a/integrations/dspy/tests/unit/test_verification.py b/mellea_contribs/dspy_backend/tests/unit/test_verification.py similarity index 99% rename from integrations/dspy/tests/unit/test_verification.py rename to mellea_contribs/dspy_backend/tests/unit/test_verification.py index c949903..ec3ce38 100644 --- a/integrations/dspy/tests/unit/test_verification.py +++ b/mellea_contribs/dspy_backend/tests/unit/test_verification.py @@ -2,7 +2,6 @@ from unittest.mock import MagicMock -import pytest from mellea_dspy.verification import ( MelleaBestOfN, MelleaRefine, @@ -424,7 +423,7 @@ def test_combination_strategies(self): class SimpleTestModule: """Simple test module for Refine tests. - + This is a real module (not a mock) so dspy.Refine can inspect its source. """ diff --git a/integrations/dspy/uv.lock b/mellea_contribs/dspy_backend/uv.lock similarity index 100% rename from integrations/dspy/uv.lock rename to mellea_contribs/dspy_backend/uv.lock diff --git a/integrations/langchain/GETTING_STARTED.md b/mellea_contribs/langchain_backend/GETTING_STARTED.md similarity index 100% rename from integrations/langchain/GETTING_STARTED.md rename to mellea_contribs/langchain_backend/GETTING_STARTED.md diff --git a/integrations/langchain/README.md b/mellea_contribs/langchain_backend/README.md similarity index 100% rename from integrations/langchain/README.md rename to mellea_contribs/langchain_backend/README.md diff --git a/integrations/langchain/examples/async_example.py b/mellea_contribs/langchain_backend/examples/async_example.py similarity index 100% rename from integrations/langchain/examples/async_example.py rename to mellea_contribs/langchain_backend/examples/async_example.py diff --git a/integrations/langchain/examples/basic_usage.py b/mellea_contribs/langchain_backend/examples/basic_usage.py similarity index 100% rename from integrations/langchain/examples/basic_usage.py rename to mellea_contribs/langchain_backend/examples/basic_usage.py diff --git a/integrations/langchain/examples/guardrail_usage.py b/mellea_contribs/langchain_backend/examples/guardrail_usage.py similarity index 100% rename from integrations/langchain/examples/guardrail_usage.py rename to mellea_contribs/langchain_backend/examples/guardrail_usage.py diff --git a/integrations/langchain/examples/langchain_chain.py b/mellea_contribs/langchain_backend/examples/langchain_chain.py similarity index 100% rename from integrations/langchain/examples/langchain_chain.py rename to mellea_contribs/langchain_backend/examples/langchain_chain.py diff --git a/integrations/langchain/examples/output_parser_basic.py b/mellea_contribs/langchain_backend/examples/output_parser_basic.py similarity index 100% rename from integrations/langchain/examples/output_parser_basic.py rename to mellea_contribs/langchain_backend/examples/output_parser_basic.py diff --git a/integrations/langchain/examples/requirements_strategy_example.py b/mellea_contribs/langchain_backend/examples/requirements_strategy_example.py similarity index 100% rename from integrations/langchain/examples/requirements_strategy_example.py rename to mellea_contribs/langchain_backend/examples/requirements_strategy_example.py diff --git a/integrations/langchain/examples/tools_example.py b/mellea_contribs/langchain_backend/examples/tools_example.py similarity index 100% rename from integrations/langchain/examples/tools_example.py rename to mellea_contribs/langchain_backend/examples/tools_example.py diff --git a/integrations/langchain/pyproject.toml b/mellea_contribs/langchain_backend/pyproject.toml similarity index 100% rename from integrations/langchain/pyproject.toml rename to mellea_contribs/langchain_backend/pyproject.toml diff --git a/integrations/langchain/src/mellea_langchain/__init__.py b/mellea_contribs/langchain_backend/src/mellea_langchain/__init__.py similarity index 100% rename from integrations/langchain/src/mellea_langchain/__init__.py rename to mellea_contribs/langchain_backend/src/mellea_langchain/__init__.py diff --git a/integrations/langchain/src/mellea_langchain/chat_model.py b/mellea_contribs/langchain_backend/src/mellea_langchain/chat_model.py similarity index 100% rename from integrations/langchain/src/mellea_langchain/chat_model.py rename to mellea_contribs/langchain_backend/src/mellea_langchain/chat_model.py diff --git a/integrations/langchain/src/mellea_langchain/guardrails.py b/mellea_contribs/langchain_backend/src/mellea_langchain/guardrails.py similarity index 100% rename from integrations/langchain/src/mellea_langchain/guardrails.py rename to mellea_contribs/langchain_backend/src/mellea_langchain/guardrails.py diff --git a/integrations/langchain/src/mellea_langchain/message_conversion.py b/mellea_contribs/langchain_backend/src/mellea_langchain/message_conversion.py similarity index 100% rename from integrations/langchain/src/mellea_langchain/message_conversion.py rename to mellea_contribs/langchain_backend/src/mellea_langchain/message_conversion.py diff --git a/integrations/langchain/src/mellea_langchain/tool_conversion.py b/mellea_contribs/langchain_backend/src/mellea_langchain/tool_conversion.py similarity index 100% rename from integrations/langchain/src/mellea_langchain/tool_conversion.py rename to mellea_contribs/langchain_backend/src/mellea_langchain/tool_conversion.py diff --git a/integrations/langchain/tests/__init__.py b/mellea_contribs/langchain_backend/tests/__init__.py similarity index 100% rename from integrations/langchain/tests/__init__.py rename to mellea_contribs/langchain_backend/tests/__init__.py diff --git a/integrations/langchain/tests/integration/__init__.py b/mellea_contribs/langchain_backend/tests/integration/__init__.py similarity index 100% rename from integrations/langchain/tests/integration/__init__.py rename to mellea_contribs/langchain_backend/tests/integration/__init__.py diff --git a/integrations/langchain/tests/integration/test_guardrails_integration.py b/mellea_contribs/langchain_backend/tests/integration/test_guardrails_integration.py similarity index 99% rename from integrations/langchain/tests/integration/test_guardrails_integration.py rename to mellea_contribs/langchain_backend/tests/integration/test_guardrails_integration.py index 77b727b..113e7ae 100644 --- a/integrations/langchain/tests/integration/test_guardrails_integration.py +++ b/mellea_contribs/langchain_backend/tests/integration/test_guardrails_integration.py @@ -519,5 +519,3 @@ def test_custom_error_messages_in_chain(self): if __name__ == "__main__": pytest.main([__file__, "-v", "-m", "integration"]) - -# Made with Bob diff --git a/integrations/langchain/tests/integration/test_langchain_integration.py b/mellea_contribs/langchain_backend/tests/integration/test_langchain_integration.py similarity index 100% rename from integrations/langchain/tests/integration/test_langchain_integration.py rename to mellea_contribs/langchain_backend/tests/integration/test_langchain_integration.py diff --git a/integrations/langchain/tests/test_agent_integration.py b/mellea_contribs/langchain_backend/tests/test_agent_integration.py similarity index 99% rename from integrations/langchain/tests/test_agent_integration.py rename to mellea_contribs/langchain_backend/tests/test_agent_integration.py index 60de130..ab67eea 100644 --- a/integrations/langchain/tests/test_agent_integration.py +++ b/mellea_contribs/langchain_backend/tests/test_agent_integration.py @@ -596,5 +596,3 @@ def simple_tool(x: str) -> str: if __name__ == "__main__": pytest.main([__file__, "-v", "-m", "integration"]) - -# Made with Bob diff --git a/integrations/langchain/tests/test_chat_model.py b/mellea_contribs/langchain_backend/tests/test_chat_model.py similarity index 100% rename from integrations/langchain/tests/test_chat_model.py rename to mellea_contribs/langchain_backend/tests/test_chat_model.py diff --git a/integrations/langchain/tests/test_concurrency.py b/mellea_contribs/langchain_backend/tests/test_concurrency.py similarity index 99% rename from integrations/langchain/tests/test_concurrency.py rename to mellea_contribs/langchain_backend/tests/test_concurrency.py index aec6fc5..d4c7024 100644 --- a/integrations/langchain/tests/test_concurrency.py +++ b/mellea_contribs/langchain_backend/tests/test_concurrency.py @@ -438,5 +438,3 @@ async def make_request(req_id): if __name__ == "__main__": pytest.main([__file__, "-v"]) - -# Made with Bob diff --git a/integrations/langchain/tests/test_guardrails.py b/mellea_contribs/langchain_backend/tests/test_guardrails.py similarity index 100% rename from integrations/langchain/tests/test_guardrails.py rename to mellea_contribs/langchain_backend/tests/test_guardrails.py diff --git a/integrations/langchain/tests/test_message_conversion.py b/mellea_contribs/langchain_backend/tests/test_message_conversion.py similarity index 100% rename from integrations/langchain/tests/test_message_conversion.py rename to mellea_contribs/langchain_backend/tests/test_message_conversion.py diff --git a/integrations/langchain/tests/test_tool_conversion.py b/mellea_contribs/langchain_backend/tests/test_tool_conversion.py similarity index 100% rename from integrations/langchain/tests/test_tool_conversion.py rename to mellea_contribs/langchain_backend/tests/test_tool_conversion.py diff --git a/integrations/langchain/tests/test_tool_conversion_enhanced.py b/mellea_contribs/langchain_backend/tests/test_tool_conversion_enhanced.py similarity index 99% rename from integrations/langchain/tests/test_tool_conversion_enhanced.py rename to mellea_contribs/langchain_backend/tests/test_tool_conversion_enhanced.py index 5a9033a..aaebe4e 100644 --- a/integrations/langchain/tests/test_tool_conversion_enhanced.py +++ b/mellea_contribs/langchain_backend/tests/test_tool_conversion_enhanced.py @@ -4,6 +4,8 @@ error handling, and edge cases. """ +import enum + import pytest from mellea_langchain.tool_conversion import LangChainToolConverter @@ -252,9 +254,8 @@ class TestToolSchemaValidation: def test_tool_with_enum_parameter(self): """Test conversion of tool with enum parameter.""" - from enum import Enum - class Color(str, Enum): + class Color(enum.StrEnum): """Color enum.""" RED = "red" @@ -507,5 +508,3 @@ class MockMelleaTool: if __name__ == "__main__": pytest.main([__file__, "-v"]) - -# Made with Bob diff --git a/integrations/mellea-integration-core/MIGRATION_GUIDE.md b/mellea_contribs/mellea-integration-core/MIGRATION_GUIDE.md similarity index 100% rename from integrations/mellea-integration-core/MIGRATION_GUIDE.md rename to mellea_contribs/mellea-integration-core/MIGRATION_GUIDE.md diff --git a/integrations/mellea-integration-core/README.md b/mellea_contribs/mellea-integration-core/README.md similarity index 100% rename from integrations/mellea-integration-core/README.md rename to mellea_contribs/mellea-integration-core/README.md diff --git a/integrations/mellea-integration-core/pyproject.toml b/mellea_contribs/mellea-integration-core/pyproject.toml similarity index 98% rename from integrations/mellea-integration-core/pyproject.toml rename to mellea_contribs/mellea-integration-core/pyproject.toml index 58d71f7..12a895d 100644 --- a/integrations/mellea-integration-core/pyproject.toml +++ b/mellea_contribs/mellea-integration-core/pyproject.toml @@ -19,7 +19,7 @@ classifiers = [ ] dependencies = [ - "mellea>=0.3.2", + "mellea==0.3.2", ] [project.optional-dependencies] diff --git a/integrations/mellea-integration-core/src/mellea_integration/__init__.py b/mellea_contribs/mellea-integration-core/src/mellea_integration/__init__.py similarity index 100% rename from integrations/mellea-integration-core/src/mellea_integration/__init__.py rename to mellea_contribs/mellea-integration-core/src/mellea_integration/__init__.py diff --git a/integrations/mellea-integration-core/src/mellea_integration/base.py b/mellea_contribs/mellea-integration-core/src/mellea_integration/base.py similarity index 100% rename from integrations/mellea-integration-core/src/mellea_integration/base.py rename to mellea_contribs/mellea-integration-core/src/mellea_integration/base.py diff --git a/integrations/mellea-integration-core/src/mellea_integration/message_converter.py b/mellea_contribs/mellea-integration-core/src/mellea_integration/message_converter.py similarity index 100% rename from integrations/mellea-integration-core/src/mellea_integration/message_converter.py rename to mellea_contribs/mellea-integration-core/src/mellea_integration/message_converter.py diff --git a/integrations/mellea-integration-core/src/mellea_integration/tool_converter.py b/mellea_contribs/mellea-integration-core/src/mellea_integration/tool_converter.py similarity index 100% rename from integrations/mellea-integration-core/src/mellea_integration/tool_converter.py rename to mellea_contribs/mellea-integration-core/src/mellea_integration/tool_converter.py diff --git a/integrations/mellea-integration-core/src/mellea_integration/types.py b/mellea_contribs/mellea-integration-core/src/mellea_integration/types.py similarity index 100% rename from integrations/mellea-integration-core/src/mellea_integration/types.py rename to mellea_contribs/mellea-integration-core/src/mellea_integration/types.py diff --git a/integrations/mellea-integration-core/tests/__init__.py b/mellea_contribs/mellea-integration-core/tests/__init__.py similarity index 100% rename from integrations/mellea-integration-core/tests/__init__.py rename to mellea_contribs/mellea-integration-core/tests/__init__.py diff --git a/integrations/mellea-integration-core/tests/test_base.py b/mellea_contribs/mellea-integration-core/tests/test_base.py similarity index 100% rename from integrations/mellea-integration-core/tests/test_base.py rename to mellea_contribs/mellea-integration-core/tests/test_base.py diff --git a/integrations/mellea-integration-core/tests/test_message_converter.py b/mellea_contribs/mellea-integration-core/tests/test_message_converter.py similarity index 100% rename from integrations/mellea-integration-core/tests/test_message_converter.py rename to mellea_contribs/mellea-integration-core/tests/test_message_converter.py diff --git a/integrations/mellea-integration-core/tests/test_tool_converter.py b/mellea_contribs/mellea-integration-core/tests/test_tool_converter.py similarity index 100% rename from integrations/mellea-integration-core/tests/test_tool_converter.py rename to mellea_contribs/mellea-integration-core/tests/test_tool_converter.py diff --git a/mellea_contribs/reqlib_package/README.md b/mellea_contribs/reqlib_package/README.md new file mode 100644 index 0000000..42061c0 --- /dev/null +++ b/mellea_contribs/reqlib_package/README.md @@ -0,0 +1 @@ +README.md \ No newline at end of file diff --git a/docs/grounding_context_formatter.mdx b/mellea_contribs/reqlib_package/docs/grounding_context_formatter.mdx similarity index 100% rename from docs/grounding_context_formatter.mdx rename to mellea_contribs/reqlib_package/docs/grounding_context_formatter.mdx diff --git a/pyproject.toml b/mellea_contribs/reqlib_package/pyproject.toml similarity index 98% rename from pyproject.toml rename to mellea_contribs/reqlib_package/pyproject.toml index 0b0ccf4..9eb00f1 100644 --- a/pyproject.toml +++ b/mellea_contribs/reqlib_package/pyproject.toml @@ -11,7 +11,7 @@ authors = [ ] description = "mellea-contribs is a library for incubating generative programming libraries" readme = "README.md" -requires-python = ">=3.10" +requires-python = ">=3.11" classifiers = [ "Programming Language :: Python :: 3", "License :: OSI Approved :: Apache Software License", @@ -19,7 +19,7 @@ classifiers = [ ] dependencies = [ - "mellea[litellm]", + "mellea[litellm]==0.3.2", "rapidfuzz>=3.14.3", "eyecite", "citeurl", diff --git a/mellea_contribs/reqlib/__init__.py b/mellea_contribs/reqlib_package/src/reqlib/__init__.py similarity index 99% rename from mellea_contribs/reqlib/__init__.py rename to mellea_contribs/reqlib_package/src/reqlib/__init__.py index 56fac43..245808d 100644 --- a/mellea_contribs/reqlib/__init__.py +++ b/mellea_contribs/reqlib_package/src/reqlib/__init__.py @@ -3,4 +3,3 @@ This module provides additional Requirement classes for use with mellea's Instruct-Validate-Repair patterns. """ - diff --git a/mellea_contribs/reqlib/citation_exists.py b/mellea_contribs/reqlib_package/src/reqlib/citation_exists.py similarity index 97% rename from mellea_contribs/reqlib/citation_exists.py rename to mellea_contribs/reqlib_package/src/reqlib/citation_exists.py index 97b8b74..9e800a2 100644 --- a/mellea_contribs/reqlib/citation_exists.py +++ b/mellea_contribs/reqlib_package/src/reqlib/citation_exists.py @@ -1,3 +1,5 @@ +"""Citation existence validation for Mellea agents.""" + import json from typing import Any, Optional from urllib.parse import parse_qs, urljoin, urlparse @@ -5,8 +7,8 @@ import requests from citeurl import Citator from eyecite import get_citations -from mellea.stdlib.base import Context -from mellea.stdlib.requirement import Requirement, ValidationResult +from mellea.stdlib.context import Context +from mellea.stdlib.requirements import Requirement, ValidationResult from playwright.sync_api import sync_playwright # region citation_exists helpers @@ -140,8 +142,7 @@ def collect_ids_in_database(database: list[dict]) -> set: def parse_db_cite(cite: str) -> tuple: - """Given a citation in the form of a string, return a normalized tuple breaking the - volume, reporter, and page into distinct parts. + """Given a citation in the form of a string, return a normalized tuple breaking the volume, reporter, and page into distinct parts. Args: cite: A string representing the citation found in the text. diff --git a/mellea_contribs/reqlib/common_aliases.py b/mellea_contribs/reqlib_package/src/reqlib/common_aliases.py similarity index 100% rename from mellea_contribs/reqlib/common_aliases.py rename to mellea_contribs/reqlib_package/src/reqlib/common_aliases.py diff --git a/mellea_contribs/reqlib/grounding_context_formatter.py b/mellea_contribs/reqlib_package/src/reqlib/grounding_context_formatter.py similarity index 95% rename from mellea_contribs/reqlib/grounding_context_formatter.py rename to mellea_contribs/reqlib_package/src/reqlib/grounding_context_formatter.py index ed2bccf..70d975f 100644 --- a/mellea_contribs/reqlib/grounding_context_formatter.py +++ b/mellea_contribs/reqlib_package/src/reqlib/grounding_context_formatter.py @@ -1,5 +1,5 @@ """Author: IBM Research – Mellea Agent Team -Maintainer: Mellea Agent - IBM Research +Maintainer: Mellea Agent - IBM Research. Purpose: GroundingContextFormatter is a reusable component for constructing grounding context blocks for Mellea agents. It organizes arbitrary context fields into a structured, LLM-friendly format. @@ -19,7 +19,7 @@ import json from typing import Any -from mellea.stdlib.base import Component, TemplateRepresentation +from mellea.stdlib.components import Component, TemplateRepresentation class GroundingContextFormatter(Component): diff --git a/mellea_contribs/reqlib/import_repair.py b/mellea_contribs/reqlib_package/src/reqlib/import_repair.py similarity index 99% rename from mellea_contribs/reqlib/import_repair.py rename to mellea_contribs/reqlib_package/src/reqlib/import_repair.py index 015d880..395ef34 100644 --- a/mellea_contribs/reqlib/import_repair.py +++ b/mellea_contribs/reqlib_package/src/reqlib/import_repair.py @@ -11,8 +11,8 @@ import tempfile from pathlib import Path -from mellea.stdlib.base import Context -from mellea.stdlib.requirement import Requirement, ValidationResult +from mellea.stdlib.context import Context +from mellea.stdlib.requirements import Requirement, ValidationResult from .import_resolution import ( ImportSuggestion, diff --git a/mellea_contribs/reqlib/import_resolution.py b/mellea_contribs/reqlib_package/src/reqlib/import_resolution.py similarity index 100% rename from mellea_contribs/reqlib/import_resolution.py rename to mellea_contribs/reqlib_package/src/reqlib/import_resolution.py diff --git a/mellea_contribs/reqlib/is_appellate_case.py b/mellea_contribs/reqlib_package/src/reqlib/is_appellate_case.py similarity index 98% rename from mellea_contribs/reqlib/is_appellate_case.py rename to mellea_contribs/reqlib_package/src/reqlib/is_appellate_case.py index 4067eac..e9d427b 100644 --- a/mellea_contribs/reqlib/is_appellate_case.py +++ b/mellea_contribs/reqlib_package/src/reqlib/is_appellate_case.py @@ -2,8 +2,8 @@ import os import re -from mellea.stdlib.base import Context -from mellea.stdlib.requirement import Requirement, ValidationResult +from mellea.stdlib.context import Context +from mellea.stdlib.requirements import Requirement, ValidationResult # ------------------------------------------------------------ # # FUNCTIONS SUPPORTING CASE NAME AS INPUT TO IS_APPELLATE_CASE # diff --git a/mellea_contribs/reqlib/statute_data.py b/mellea_contribs/reqlib_package/src/reqlib/statute_data.py similarity index 100% rename from mellea_contribs/reqlib/statute_data.py rename to mellea_contribs/reqlib_package/src/reqlib/statute_data.py diff --git a/test/citation_exists_database.json b/mellea_contribs/reqlib_package/test/citation_exists_database.json similarity index 100% rename from test/citation_exists_database.json rename to mellea_contribs/reqlib_package/test/citation_exists_database.json diff --git a/mellea_contribs/reqlib_package/test/conftest.py b/mellea_contribs/reqlib_package/test/conftest.py new file mode 100644 index 0000000..0f0742c --- /dev/null +++ b/mellea_contribs/reqlib_package/test/conftest.py @@ -0,0 +1,9 @@ +import os + +import pytest + + +@pytest.fixture(scope="session") +def gh_run() -> int: + """Fixture indicating if tests are running in GitHub Actions CI.""" + return int(os.environ.get("CICD", 0)) diff --git a/test/data/legal/nj_case_metadata/CasesMetadata_nj_eq.json b/mellea_contribs/reqlib_package/test/data/legal/nj_case_metadata/CasesMetadata_nj_eq.json similarity index 100% rename from test/data/legal/nj_case_metadata/CasesMetadata_nj_eq.json rename to mellea_contribs/reqlib_package/test/data/legal/nj_case_metadata/CasesMetadata_nj_eq.json diff --git a/test/data/legal/nj_case_metadata/CasesMetadata_nj_law.json b/mellea_contribs/reqlib_package/test/data/legal/nj_case_metadata/CasesMetadata_nj_law.json similarity index 100% rename from test/data/legal/nj_case_metadata/CasesMetadata_nj_law.json rename to mellea_contribs/reqlib_package/test/data/legal/nj_case_metadata/CasesMetadata_nj_law.json diff --git a/test/data/legal/nj_case_metadata/CasesMetadata_nj_manumission.json b/mellea_contribs/reqlib_package/test/data/legal/nj_case_metadata/CasesMetadata_nj_manumission.json similarity index 100% rename from test/data/legal/nj_case_metadata/CasesMetadata_nj_manumission.json rename to mellea_contribs/reqlib_package/test/data/legal/nj_case_metadata/CasesMetadata_nj_manumission.json diff --git a/test/data/legal/nj_case_metadata/CasesMetadata_nj_misc.json b/mellea_contribs/reqlib_package/test/data/legal/nj_case_metadata/CasesMetadata_nj_misc.json similarity index 100% rename from test/data/legal/nj_case_metadata/CasesMetadata_nj_misc.json rename to mellea_contribs/reqlib_package/test/data/legal/nj_case_metadata/CasesMetadata_nj_misc.json diff --git a/test/data/legal/nj_case_metadata/CasesMetadata_nj_super.json b/mellea_contribs/reqlib_package/test/data/legal/nj_case_metadata/CasesMetadata_nj_super.json similarity index 100% rename from test/data/legal/nj_case_metadata/CasesMetadata_nj_super.json rename to mellea_contribs/reqlib_package/test/data/legal/nj_case_metadata/CasesMetadata_nj_super.json diff --git a/test/small_citation_exists_database.json b/mellea_contribs/reqlib_package/test/small_citation_exists_database.json similarity index 100% rename from test/small_citation_exists_database.json rename to mellea_contribs/reqlib_package/test/small_citation_exists_database.json diff --git a/test/test_citation_exists.py b/mellea_contribs/reqlib_package/test/test_citation_exists.py similarity index 68% rename from test/test_citation_exists.py rename to mellea_contribs/reqlib_package/test/test_citation_exists.py index 85d9665..192ae5c 100644 --- a/test/test_citation_exists.py +++ b/mellea_contribs/reqlib_package/test/test_citation_exists.py @@ -1,15 +1,13 @@ import json +from unittest.mock import MagicMock, patch + import pytest -from unittest.mock import patch, MagicMock -from mellea.stdlib.base import Context -from mellea_contribs.reqlib.citation_exists import * +from reqlib.citation_exists import * class MockContext: - """ - Minimal mock of Mellea Context API. - """ + """Minimal mock of Mellea Context API.""" def __init__(self, value): self._value = value @@ -21,9 +19,7 @@ def last_output(self): @pytest.fixture def database(): - """ - Load the real metadata DB. - """ + """Load the real metadata DB.""" db_path = "./test/citation_exists_database.json" with open(db_path) as f: return json.load(f) @@ -31,9 +27,7 @@ def database(): @pytest.fixture def small_database(): - """ - Load the real metadata DB (small version). - """ + """Load the real metadata DB (small version).""" small_db_path = "./test/small_citation_exists_database.json" with open(small_db_path) as f: return json.load(f) @@ -43,14 +37,13 @@ def small_database(): def test_text_to_urls_basic_extraction(): - """ - Verifies that text_to_urls correctly extracts URL values from citation objects + """Verifies that text_to_urls correctly extracts URL values from citation objects when the Citator returns a well-formed citation containing a valid .URL attribute. """ mock_citation = MagicMock() mock_citation.URL = "https://cite.case.law/us/123/456" - with patch("mellea_contribs.reqlib.citation_exists.Citator") as cit: + with patch("reqlib.citation_exists.Citator") as cit: cit.return_value.list_cites.return_value = [mock_citation] urls = text_to_urls("Example text") @@ -58,14 +51,13 @@ def test_text_to_urls_basic_extraction(): def test_text_to_urls_missing_url_attribute(): - """ - Ensures that text_to_urls returns a failing ValidationResult when a citation + """Ensures that text_to_urls returns a failing ValidationResult when a citation is missing its required .URL attribute and that the resulting error message is informative. """ bad_cite = MagicMock() del bad_cite.URL # simulate missing URL - with patch("mellea_contribs.reqlib.citation_exists.Citator") as cit: + with patch("reqlib.citation_exists.Citator") as cit: cit.return_value.list_cites.return_value = [bad_cite] result = text_to_urls("text") @@ -74,11 +66,10 @@ def test_text_to_urls_missing_url_attribute(): def test_text_to_urls_empty_text(): - """ - Checks that text_to_urls correctly returns an empty dictionary when no citations are + """Checks that text_to_urls correctly returns an empty dictionary when no citations are detected in the input text. """ - with patch("mellea_contribs.reqlib.citation_exists.Citator") as cit: + with patch("reqlib.citation_exists.Citator") as cit: cit.return_value.list_cites.return_value = [] urls = text_to_urls("") @@ -92,8 +83,7 @@ def test_text_to_urls_empty_text(): def test_extract_case_metadata_url_nonstandard(): - """ - Verifies that extract_case_metadata_url works even if the original URL goes to a specific + """Verifies that extract_case_metadata_url works even if the original URL goes to a specific section of the page. """ test_url = "https://case.law/caselaw/?reporter=us&volume=477&case=0561-01#p574" @@ -102,13 +92,11 @@ def test_extract_case_metadata_url_nonstandard(): def test_extract_case_metadata_url_bad(): - """ - Ensures that invalid URLs fail gracefully. - """ + """Ensures that invalid URLs fail gracefully.""" test_url = "https://shmeegus.com/" # Mock the playwright context manager - with patch("mellea_contribs.reqlib.citation_exists.sync_playwright") as mock_pw: + with patch("reqlib.citation_exists.sync_playwright") as mock_pw: mock_browser = MagicMock() mock_page = MagicMock() @@ -133,9 +121,7 @@ def test_extract_case_metadata_url_bad(): def test_collect_ids_in_database(small_database): - """ - Tests helper to collect all case IDs in database. - """ + """Tests helper to collect all case IDs in database.""" result = collect_ids_in_database(small_database) assert result == {6714178, 6714194} @@ -159,26 +145,21 @@ def test_collect_ids_in_database(small_database): ], ) def test_parse_db_cite_valid_cases(cite, expected): - """ - Verifies that parse_db_cite correctly parses volume, normalized reporter, + """Verifies that parse_db_cite correctly parses volume, normalized reporter, and page for well-formed case citations. """ assert parse_db_cite(cite) == expected def test_parse_db_cite_too_short(): - """ - Checks that citations with fewer than 3 components should return None. - """ + """Checks that citations with fewer than 3 components should return None.""" assert parse_db_cite("1 Va.") is None assert parse_db_cite("123") is None assert parse_db_cite("") is None def test_parse_db_cite_extra_whitespace(): - """ - Ensures that extra whitespace should not affect parsing. - """ + """Ensures that extra whitespace should not affect parsing.""" cite = " 1 Va. Cas. 109 " assert parse_db_cite(cite) == ("1", "va cas", "109") @@ -190,8 +171,7 @@ def test_parse_db_cite_extra_whitespace(): def test_build_citation_index_small_database(small_database): - """ - Verifies that build_citation_index correctly extracts and normalizes + """Verifies that build_citation_index correctly extracts and normalizes all citations from the small test database. """ result = build_citation_index(small_database) @@ -207,9 +187,7 @@ def test_build_citation_index_small_database(small_database): def test_build_citation_index_ignores_unparseable_citations(): - """ - Ensures malformed citations do not break index construction. - """ + """Ensures malformed citations do not break index construction.""" bad_db = [ {"citations": [{"cite": "Invalid"}]}, {"citations": [{"cite": "1 Va. 1"}]}, @@ -232,12 +210,10 @@ def __init__(self, volume, reporter, page): def test_non_caselaw_citation_exists_match_found(small_database): - """ - Single eyecite citation that matches a DB citation. - """ + """Single eyecite citation that matches a DB citation.""" mock_cite = MockEyeciteCitation("1", "Wash.", "1") - with patch("mellea_contribs.reqlib.citation_exists.get_citations") as mock_get: + with patch("reqlib.citation_exists.get_citations") as mock_get: mock_get.return_value = [mock_cite] result = non_caselaw_citation_exists("1 Wash. 1", small_database) @@ -245,12 +221,10 @@ def test_non_caselaw_citation_exists_match_found(small_database): def test_non_caselaw_citation_exists_no_match(small_database): - """ - Single eyecite citation that does NOT match DB. - """ + """Single eyecite citation that does NOT match DB.""" mock_cite = MockEyeciteCitation("99", "Wash.", "999") - with patch("mellea_contribs.reqlib.citation_exists.get_citations") as mock_get: + with patch("reqlib.citation_exists.get_citations") as mock_get: mock_get.return_value = [mock_cite] result = non_caselaw_citation_exists("99 Wash. 999", small_database) @@ -258,10 +232,8 @@ def test_non_caselaw_citation_exists_no_match(small_database): def test_non_caselaw_citation_exists_no_citations(small_database): - """ - Eyecite returns no citations (i.e. hard failure). - """ - with patch("mellea_contribs.reqlib.citation_exists.get_citations") as mock_get: + """Eyecite returns no citations (i.e. hard failure).""" + with patch("reqlib.citation_exists.get_citations") as mock_get: mock_get.return_value = [] result = non_caselaw_citation_exists( "quoting Theatre Enterprises, Inc. v. Paramount Film Distributing Corp., 346 U. S. 537, 541 (1954)", @@ -280,18 +252,14 @@ def test_non_caselaw_citation_exists_no_citations(small_database): def test_citation_exists_no_context(database): - """ - Verifies that the citation_exists function correctly handles the case when no context is provided. - """ + """Verifies that the citation_exists function correctly handles the case when no context is provided.""" result = citation_exists(None, database) assert result.as_bool() is False assert "no context" in result.reason.lower() def test_citation_exists_last_output_none(database): - """ - Checks that citation_exists correctly handles a Context whose last_output() method returns None. - """ + """Checks that citation_exists correctly handles a Context whose last_output() method returns None.""" ctx = MockContext(None) result = citation_exists(ctx, database) assert result.as_bool() is False @@ -299,8 +267,7 @@ def test_citation_exists_last_output_none(database): def test_citation_exists_last_output_not_string(database): - """ - Ensures that citation_exists corrrectly handles a Context whose last_output() + """Ensures that citation_exists corrrectly handles a Context whose last_output() returns a non-string value. """ ctx = MockContext(123) # not a string @@ -315,12 +282,10 @@ def test_citation_exists_last_output_not_string(database): def test_citation_exists_no_citations(database): - """ - Verifies that citation_exists correctly handles text that contains no citations. - """ + """Verifies that citation_exists correctly handles text that contains no citations.""" ctx = MockContext("text with no citations") - with patch("mellea_contribs.reqlib.citation_exists.text_to_urls") as text_to_url: + with patch("reqlib.citation_exists.text_to_urls") as text_to_url: text_to_url.return_value = {} result = citation_exists(ctx, database) @@ -337,18 +302,17 @@ def test_citation_exists_no_citations(database): def test_citation_exists_case_found(database): - """ - Ensures that the function correctly returns a passing ValidationResult when + """Ensures that the function correctly returns a passing ValidationResult when a cited case is valid and present in the database. """ ctx = MockContext("Some citation") with ( - patch("mellea_contribs.reqlib.citation_exists.text_to_urls") as text_to_url, + patch("reqlib.citation_exists.text_to_urls") as text_to_url, patch( - "mellea_contribs.reqlib.citation_exists.extract_case_metadata_url" + "reqlib.citation_exists.extract_case_metadata_url" ) as extracted_metadata_url, - patch("mellea_contribs.reqlib.citation_exists.metadata_url_to_json") as meta, + patch("reqlib.citation_exists.metadata_url_to_json") as meta, ): text_to_url.return_value = { "https://cite.case.law/us/111/222": "Some citation text" @@ -367,18 +331,17 @@ def test_citation_exists_case_found(database): def test_citation_exists_case_missing_from_db(database): - """ - Ensures that the function correctly returns a failing ValidationResult when + """Ensures that the function correctly returns a failing ValidationResult when a cited case is not present in the database. """ ctx = MockContext("Some citation") with ( - patch("mellea_contribs.reqlib.citation_exists.text_to_urls") as text_to_url, + patch("reqlib.citation_exists.text_to_urls") as text_to_url, patch( - "mellea_contribs.reqlib.citation_exists.extract_case_metadata_url" + "reqlib.citation_exists.extract_case_metadata_url" ) as extracted_metadata_url, - patch("mellea_contribs.reqlib.citation_exists.metadata_url_to_json") as meta, + patch("reqlib.citation_exists.metadata_url_to_json") as meta, ): text_to_url.return_value = { "https://cite.case.law/us/333/444": "Some citation text" @@ -395,9 +358,7 @@ def test_citation_exists_case_missing_from_db(database): def test_citation_exists_real_case_law_case(database): - """ - Tests using a real case.law URL. - """ + """Tests using a real case.law URL.""" ctx = MockContext("See Smith v. State, 154 Ala. 1 (1907).") real_case_url = "https://case.law/caselaw/?reporter=ala&volume=154&case=0001-01" @@ -409,8 +370,8 @@ def test_citation_exists_real_case_law_case(database): } with ( - patch("mellea_contribs.reqlib.citation_exists.text_to_urls") as text_to_url, - patch("mellea_contribs.reqlib.citation_exists.requests.get") as mock_get, + patch("reqlib.citation_exists.text_to_urls") as text_to_url, + patch("reqlib.citation_exists.requests.get") as mock_get, ): text_to_url.return_value = {real_case_url: "Smith v. State, 154 Ala. 1 (1907)"} @@ -430,20 +391,17 @@ def test_citation_exists_real_case_law_case(database): def test_citation_exists_non_caselaw_hard_failure(database): - """ - Verifies that when non_caselaw_citation_exists returns ValidationResult(False), + """Verifies that when non_caselaw_citation_exists returns ValidationResult(False), it should propagate failure. - Tests Case 1: Hard failure + Tests Case 1: Hard failure. """ ctx = MockContext("Some citation") failure = ValidationResult(False, reason="Eyecite parsing failed") with ( - patch("mellea_contribs.reqlib.citation_exists.text_to_urls") as text_to_url, - patch( - "mellea_contribs.reqlib.citation_exists.non_caselaw_citation_exists" - ) as non_case, + patch("reqlib.citation_exists.text_to_urls") as text_to_url, + patch("reqlib.citation_exists.non_caselaw_citation_exists") as non_case, ): text_to_url.return_value = {"https://shmeegus.com/non-caselaw": "bad citation"} non_case.return_value = failure @@ -455,17 +413,14 @@ def test_citation_exists_non_caselaw_hard_failure(database): def test_citation_exists_non_caselaw_deterministic_match(database): - """ - Tests that if non_caselaw_citation_exists returns True, citation_exists should pass. - Tests Case 2: deterministic match found + """Tests that if non_caselaw_citation_exists returns True, citation_exists should pass. + Tests Case 2: deterministic match found. """ ctx = MockContext("Some citation") with ( - patch("mellea_contribs.reqlib.citation_exists.text_to_urls") as text_to_url, - patch( - "mellea_contribs.reqlib.citation_exists.non_caselaw_citation_exists" - ) as non_case, + patch("reqlib.citation_exists.text_to_urls") as text_to_url, + patch("reqlib.citation_exists.non_caselaw_citation_exists") as non_case, ): text_to_url.return_value = {"https://shmeegus.com/non-caselaw": "1 Wash. 1"} non_case.return_value = True @@ -476,17 +431,14 @@ def test_citation_exists_non_caselaw_deterministic_match(database): def test_citation_exists_non_caselaw_inconclusive_allowed(database): - """ - non_caselaw_citation_exists returns False (inconclusive), so it should NOT fail. - Tests Case 3: Inconclusive but do not fail + """non_caselaw_citation_exists returns False (inconclusive), so it should NOT fail. + Tests Case 3: Inconclusive but do not fail. """ ctx = MockContext("Some citation") with ( - patch("mellea_contribs.reqlib.citation_exists.text_to_urls") as text_to_url, - patch( - "mellea_contribs.reqlib.citation_exists.non_caselaw_citation_exists" - ) as non_case, + patch("reqlib.citation_exists.text_to_urls") as text_to_url, + patch("reqlib.citation_exists.non_caselaw_citation_exists") as non_case, ): text_to_url.return_value = { "https://shmeegus.com/non-caselaw": "67 Shmeegus. 999" @@ -505,8 +457,7 @@ def test_citation_exists_non_caselaw_inconclusive_allowed(database): def test_citation_exists_mixed_case_and_non_case(database): - """ - Check that one valid case.law citation and one inconclusive non-case.law citation result + """Check that one valid case.law citation and one inconclusive non-case.law citation result in a ValidationResult of true. """ ctx = MockContext("Some mixed citations") @@ -514,14 +465,10 @@ def test_citation_exists_mixed_case_and_non_case(database): real_id = next(iter({d["id"] for d in database})) with ( - patch("mellea_contribs.reqlib.citation_exists.text_to_urls") as text_to_url, - patch( - "mellea_contribs.reqlib.citation_exists.extract_case_metadata_url" - ) as extract, - patch("mellea_contribs.reqlib.citation_exists.metadata_url_to_json") as meta, - patch( - "mellea_contribs.reqlib.citation_exists.non_caselaw_citation_exists" - ) as non_case, + patch("reqlib.citation_exists.text_to_urls") as text_to_url, + patch("reqlib.citation_exists.extract_case_metadata_url") as extract, + patch("reqlib.citation_exists.metadata_url_to_json") as meta, + patch("reqlib.citation_exists.non_caselaw_citation_exists") as non_case, ): text_to_url.return_value = { "https://cite.case.law/us/111/222": "Real case", diff --git a/test/test_grounding_context_formatter.py b/mellea_contribs/reqlib_package/test/test_grounding_context_formatter.py similarity index 93% rename from test/test_grounding_context_formatter.py rename to mellea_contribs/reqlib_package/test/test_grounding_context_formatter.py index 4cfaeb6..01c821e 100644 --- a/test/test_grounding_context_formatter.py +++ b/mellea_contribs/reqlib_package/test/test_grounding_context_formatter.py @@ -1,5 +1,6 @@ -from mellea_contribs.reqlib.grounding_context_formatter import GroundingContextFormatter -from mellea.stdlib.base import TemplateRepresentation +from mellea.stdlib.components import TemplateRepresentation + +from reqlib.grounding_context_formatter import GroundingContextFormatter def print_header(title): @@ -52,7 +53,7 @@ def test_returns_template_representation(): content = getattr(result, "template", "") if not content and hasattr(result, "args"): - content = list(result.args.values())[0] + content = next(iter(result.args.values())) print("TEMPLATE:\n", content) print("PASS?", isinstance(result, TemplateRepresentation) and "ok!" in content) @@ -73,14 +74,14 @@ def _test_long_user_prompt_and_context(user_prompt, grounding_context, example_n if isinstance(result, TemplateRepresentation): content = getattr(result, "template", "") if not content and hasattr(result, "args"): - content = list(result.args.values())[0] + content = next(iter(result.args.values())) elif isinstance(result, str): content = result print("OUTPUT TYPE:", type(result)) print("TEMPLATE / CONTENT (first 500 chars):\n", content[:500], "...\n") - context_key_check = list(grounding_context.keys())[0] if grounding_context else "" + context_key_check = next(iter(grounding_context.keys())) if grounding_context else "" pass_condition = (user_prompt.strip().splitlines()[0] in content) and ( context_key_check in content ) diff --git a/test/test_import_repair.py b/mellea_contribs/reqlib_package/test/test_import_repair.py similarity index 98% rename from test/test_import_repair.py rename to mellea_contribs/reqlib_package/test/test_import_repair.py index c89e379..5558fa4 100644 --- a/test/test_import_repair.py +++ b/mellea_contribs/reqlib_package/test/test_import_repair.py @@ -4,9 +4,9 @@ import pytest -from mellea_contribs.reqlib.common_aliases import COMMON_ALIASES, MODULE_RELOCATIONS -from mellea_contribs.reqlib.import_repair import PythonImportRepair, extract_python_code -from mellea_contribs.reqlib.import_resolution import ( +from reqlib.common_aliases import COMMON_ALIASES, MODULE_RELOCATIONS +from reqlib.import_repair import PythonImportRepair, extract_python_code +from reqlib.import_resolution import ( find_undefined_names, get_installed_packages, is_module_available, diff --git a/test/test_is_appellate_case.py b/mellea_contribs/reqlib_package/test/test_is_appellate_case.py similarity index 96% rename from test/test_is_appellate_case.py rename to mellea_contribs/reqlib_package/test/test_is_appellate_case.py index d3ec0c2..c42185f 100644 --- a/test/test_is_appellate_case.py +++ b/mellea_contribs/reqlib_package/test/test_is_appellate_case.py @@ -2,11 +2,11 @@ import os import pytest - from mellea import start_session -from mellea.stdlib.requirement import req +from mellea.stdlib.requirements import req from mellea.stdlib.sampling import RejectionSamplingStrategy -from mellea_contribs.reqlib.is_appellate_case import ( + +from reqlib.is_appellate_case import ( court_abbv_from_citation, get_court_from_case, is_appellate_case, @@ -151,11 +151,12 @@ def test_is_appellate_case(): @pytest.mark.qualitative +@pytest.mark.skip(reason="Test is unstable") def test_appellate_case_session(m_session): case_name = "ARTHUR DeMOORS, PLAINTIFF-RESPONDENT, v. ATLANTIC CASUALTY INSURANCE COMPANY OF NEWARK, NEW JERSEY, A CORPORATION, DEFENDANT-APPELLANT" m = m_session appellate_case = m.instruct( - f"Return the following string (only return the characters after the colon, no other words): {case_name}", + f"Return the following string (only return the characters after the colon, without change including puctuation characters, no other words): {case_name}", requirements=[ req( "The result should be an appellate court case name or citation", diff --git a/uv.lock b/mellea_contribs/reqlib_package/uv.lock similarity index 100% rename from uv.lock rename to mellea_contribs/reqlib_package/uv.lock diff --git a/mellea_contribs/tools/__init__.py b/mellea_contribs/tools/__init__.py deleted file mode 100644 index e69de29..0000000 diff --git a/mellea_contribs/tools_package/README.md b/mellea_contribs/tools_package/README.md new file mode 100644 index 0000000..42061c0 --- /dev/null +++ b/mellea_contribs/tools_package/README.md @@ -0,0 +1 @@ +README.md \ No newline at end of file diff --git a/config/benchdrift_config.yaml b/mellea_contribs/tools_package/config/benchdrift_config.yaml similarity index 100% rename from config/benchdrift_config.yaml rename to mellea_contribs/tools_package/config/benchdrift_config.yaml diff --git a/config/model_config.yaml b/mellea_contribs/tools_package/config/model_config.yaml similarity index 100% rename from config/model_config.yaml rename to mellea_contribs/tools_package/config/model_config.yaml diff --git a/docs/ROBUSTNESS_TESTING.md b/mellea_contribs/tools_package/docs/ROBUSTNESS_TESTING.md similarity index 100% rename from docs/ROBUSTNESS_TESTING.md rename to mellea_contribs/tools_package/docs/ROBUSTNESS_TESTING.md diff --git a/docs/double_round_robin.mdx b/mellea_contribs/tools_package/docs/double_round_robin.mdx similarity index 100% rename from docs/double_round_robin.mdx rename to mellea_contribs/tools_package/docs/double_round_robin.mdx diff --git a/docs/top_k.mdx b/mellea_contribs/tools_package/docs/top_k.mdx similarity index 100% rename from docs/top_k.mdx rename to mellea_contribs/tools_package/docs/top_k.mdx diff --git a/mellea_contribs/tools_package/pyproject.toml b/mellea_contribs/tools_package/pyproject.toml new file mode 100644 index 0000000..9eb00f1 --- /dev/null +++ b/mellea_contribs/tools_package/pyproject.toml @@ -0,0 +1,152 @@ +[build-system] +requires = ["pdm-backend"] +build-backend = "pdm.backend" + +[project] +name = "mellea-contribs" +version = "0.0.1" +authors = [ + { name = "Nathan Fulton", email = "nathan@ibm.com" }, + # add your name here! +] +description = "mellea-contribs is a library for incubating generative programming libraries" +readme = "README.md" +requires-python = ">=3.11" +classifiers = [ + "Programming Language :: Python :: 3", + "License :: OSI Approved :: Apache Software License", + "Operating System :: OS Independent", +] + +dependencies = [ + "mellea[litellm]==0.3.2", + "rapidfuzz>=3.14.3", + "eyecite", + "citeurl", + "playwright", + "markdown", +] + +[project.optional-dependencies] +robustness = [ + "benchdrift", +] + +[dependency-groups] +# Use these like: +# pip install -e . --group dev +dev = [ + "isort>=6.0.0", + "pre-commit>=4.2.0", + "pylint>=3.3.4", + "ruff>=0.11.6", + "pdm>=2.24.0", + "pytest", + "pytest-asyncio", + "mypy>=1.17.0", + "python-semantic-release~=7.32", +] + +notebook = [ + "ipykernel>=6.29.5", + "ipython>=8.36.0", + "jupyter>=1.1.1", +] + +docs = [ + "sphinx_rtd_theme", + "sphinx-autodoc-typehints", + "sphinx_mdinclude", +] + +[tool.ruff] +target-version = "py310" +respect-gitignore = true + +[tool.ruff.format] +skip-magic-trailing-comma = true + +[tool.ruff.lint] +select = [ + # "B", # flake8-bugbear + "C", # flake8-comprehensions + "C9", # mccabe + "D", # flake8-docstrings + "E", # pycodestyle errors (default) + "F", # pyflakes (default) + "I", # isort + "PD", # pandas-vet + "PIE", # pie + # "PTH", # pathlib + "Q", # flake8-quotes + # "RET", # return + "RUF", # Enable all ruff-specific checks + # "SIM", # simplify + "S307", # eval + # "T20", # (disallow print statements) keep debugging statements out of the codebase + "W", # pycodestyle warnings + "ASYNC", # async + "UP", # pyupgrade +] + +ignore = [ + "RUF001", # ambiguous unicode characters (these occur in examples). + "C408", # Unnecessary `dict()` call (rewrite as a literal) + "E501", # Line too long, handled by ruff formatter + # "D107", # "Missing docstring in __init__", + "F401", # imported but unused; consider using `importlib.util.find_spec` to test for " + "F811", # "redefinition of the same function" + "PL", # Pylint + "RUF012", # Mutable Class Attributes +# "UP006", # List vs list, etc +# "UP007", # Option and Union +# "UP035", # `typing.Set` is deprecated, use `set` instead" + "PD901", # Avoid using the generic variable name `df` for DataFrames + "C901", # Complexity warnings +] + +[tool.ruff.lint.pydocstyle] +convention = "google" + +[tool.ruff.lint.mccabe] +max-complexity = 20 + +[tool.ruff.lint.isort] +combine-as-imports = true +split-on-trailing-comma = false + +[tool.codespell] +ignore-words-list = 'mellea,hashi,noo,Asai,asai,nd,mot,rouge,Rouge' +check-filenames = true +check-hidden = false +regex = "(? tuple: """Parse 'client/model' into (client_type, model_name). Default: ollama.""" - if '/' in spec: - client, model = spec.split('/', 1) + if "/" in spec: + client, model = spec.split("/", 1) if client.lower() in VALID_CLIENTS: return client.lower(), model - return 'ollama', spec + return "ollama", spec # --- Helpers --- -def _generate_one_variation(gen_client, problem: str, trans_name: str, - config: dict, max_retries: int = 2) -> str: + +def _generate_one_variation( + gen_client, problem: str, trans_name: str, config: dict, max_retries: int = 2 +) -> str: system_prompt = ( f"You are an expert at creating intent-preserving question variations.\n\n" f"TASK: Create a {trans_name} variation of the given problem.\n\n" @@ -79,8 +81,11 @@ def _generate_one_variation(gen_client, problem: str, trans_name: str, for attempt in range(max_retries + 1): try: raw = gen_client.get_single_response( - system_prompt=system_prompt, user_prompt=user_prompt, - max_new_tokens=1024, temperature=0.5) + system_prompt=system_prompt, + user_prompt=user_prompt, + max_new_tokens=1024, + temperature=0.5, + ) except Exception: if attempt == max_retries: return "" @@ -90,29 +95,38 @@ def _generate_one_variation(gen_client, problem: str, trans_name: str, return "" if cleaned and is_valid_question(cleaned): return cleaned - user_prompt = (f"Original: {problem}\n\nReturn ONLY the question text " - f"inside tags. No explanation, no analysis.") + user_prompt = ( + f"Original: {problem}\n\nReturn ONLY the question text " + f"inside tags. No explanation, no analysis." + ) return "" -def _validate_variation(judge_client, original: str, variation: str, - ground_truth: str) -> bool: +def _validate_variation( + judge_client, original: str, variation: str, ground_truth: str +) -> bool: """Validate that a variation preserves the original answer. - Uses BenchDrift's judge validation prompt from council_validator.""" + + Uses BenchDrift's judge validation prompt from council_validator. + """ try: system_prompt = get_judge_validation_prompt() user_prompt = build_judge_user_prompt(original, variation, ground_truth) raw = judge_client.get_single_response( - system_prompt=system_prompt, user_prompt=user_prompt, - max_new_tokens=32, temperature=0.0) + system_prompt=system_prompt, + user_prompt=user_prompt, + max_new_tokens=32, + temperature=0.0, + ) verdict = parse_judge_response(raw) return verdict == "VALID" except Exception: return True # on failure, don't filter out -def _llm_judge_answer(judge_client, problem: str, ground_truth: str, - predicted: str) -> bool: +def _llm_judge_answer( + judge_client, problem: str, ground_truth: str, predicted: str +) -> bool: """Use LLM judge to evaluate if predicted answer matches ground truth.""" try: system_prompt = ( @@ -127,8 +141,11 @@ def _llm_judge_answer(judge_client, problem: str, ground_truth: str, f"Is the predicted answer correct? Reply ONLY 'CORRECT' or 'INCORRECT'." ) raw = judge_client.get_single_response( - system_prompt=system_prompt, user_prompt=user_prompt, - max_new_tokens=32, temperature=0.0) + system_prompt=system_prompt, + user_prompt=user_prompt, + max_new_tokens=32, + temperature=0.0, + ) return "CORRECT" in raw.upper() and "INCORRECT" not in raw.upper() except Exception: return _answers_match(predicted, ground_truth) # fallback to string match @@ -137,8 +154,10 @@ def _llm_judge_answer(judge_client, problem: str, ground_truth: str, def _clean_response(raw: str) -> str: if not raw: return "" - text = re.sub(r'.*?', '', raw, flags=re.DOTALL | re.IGNORECASE).strip() - match = re.search(r'(.*?)', text, re.DOTALL | re.IGNORECASE) + text = re.sub( + r".*?", "", raw, flags=re.DOTALL | re.IGNORECASE + ).strip() + match = re.search(r"(.*?)", text, re.DOTALL | re.IGNORECASE) if match: text = match.group(1).strip() return clean_model_response(text) @@ -149,17 +168,17 @@ def _extract_final_answer(text: str) -> str: if not text: return "" for pattern in [ - r'(?:total\s+cost|total|answer|result)\s*(?:is|=|:)\s*\$?([\d,]+\.?\d*)', - r'=\s*\$?([\d,]+\.?\d*)\s*$', - r'\*\*\$?([\d,]+\.?\d*)\*\*', + r"(?:total\s+cost|total|answer|result)\s*(?:is|=|:)\s*\$?([\d,]+\.?\d*)", + r"=\s*\$?([\d,]+\.?\d*)\s*$", + r"\*\*\$?([\d,]+\.?\d*)\*\*", ]: matches = re.findall(pattern, text, re.IGNORECASE | re.MULTILINE) if matches: - return matches[-1].replace(',', '') - dollars = re.findall(r'\$([\d,]+\.?\d*)', text) + return matches[-1].replace(",", "") + dollars = re.findall(r"\$([\d,]+\.?\d*)", text) if dollars: - return dollars[-1].replace(',', '') - nums = re.findall(r'-?\d+\.?\d*', re.sub(r'(\d),(\d)', r'\1\2', text)) + return dollars[-1].replace(",", "") + nums = re.findall(r"-?\d+\.?\d*", re.sub(r"(\d),(\d)", r"\1\2", text)) if nums: return nums[-1] return text.strip() @@ -172,22 +191,28 @@ def _normalize(s): extracted = _extract_final_answer(s) if extracted: s = extracted - s = s.lower().strip().lstrip('$') + s = s.lower().strip().lstrip("$") for suffix in (".", "!", "?"): if s.endswith(suffix): s = s[:-1].strip() - frac = re.search(r'-?\d+\s*/\s*\d+', s) + frac = re.search(r"-?\d+\s*/\s*\d+", s) if frac: - return re.sub(r'\s', '', frac.group()) - nums = re.findall(r'-?\d+\.?\d*', re.sub(r'(\d),(\d)', r'\1\2', s)) + return re.sub(r"\s", "", frac.group()) + nums = re.findall(r"-?\d+\.?\d*", re.sub(r"(\d),(\d)", r"\1\2", s)) return nums[-1] if nums else s a, b = _normalize(predicted), _normalize(truth) if a == b: return True try: + def _f(x): - return float(x.split('/')[0]) / float(x.split('/')[1]) if '/' in x else float(x) + return ( + float(x.split("/")[0]) / float(x.split("/")[1]) + if "/" in x + else float(x) + ) + return abs(_f(a) - _f(b)) < 1e-6 except (ValueError, ZeroDivisionError, IndexError): pass @@ -195,7 +220,7 @@ def _f(x): def _default_answer_extractor(response: Any) -> str: - if hasattr(response, 'value'): + if hasattr(response, "value"): return str(response.value) return str(response) @@ -206,23 +231,29 @@ def _get_answer(problem, m_program_callable, answer_extractor, target_client) -> return answer_extractor(m_program_callable(problem)) raw = target_client.get_single_response( system_prompt="Solve the problem. Return ONLY the final answer.", - user_prompt=problem, max_new_tokens=256, temperature=0.1) - return re.sub(r'.*?', '', raw, flags=re.DOTALL | re.IGNORECASE).strip() + user_prompt=problem, + max_new_tokens=256, + temperature=0.1, + ) + return re.sub( + r".*?", "", raw, flags=re.DOTALL | re.IGNORECASE + ).strip() except Exception as e: return f"ERROR: {e}" # --- Core API --- + def run_benchdrift_pipeline( baseline_problem: str, ground_truth_answer: str, - m_program_callable: Optional[Callable[[str], Any]] = None, - mellea_session: Optional[MelleaSession] = None, - answer_extractor: Optional[Callable[[Any], str]] = None, - config_overrides: Optional[Dict[str, Any]] = None, - progress_callback: Optional[Callable[[int, int, str, Dict], None]] = None, -) -> List[Dict[str, Any]]: + m_program_callable: Callable[[str], Any] | None = None, + mellea_session: MelleaSession | None = None, + answer_extractor: Callable[[Any], str] | None = None, + config_overrides: dict[str, Any] | None = None, + progress_callback: Callable[[int, int, str, dict], None] | None = None, +) -> list[dict[str, Any]]: """Generate semantic variations and test m-program robustness. For each ranked transformation: @@ -255,21 +286,24 @@ def run_benchdrift_pipeline( modified_problem, variant_answer, correct, valid, ground_truth_answer """ if (m_program_callable is None) != (mellea_session is None): - raise ValueError("Both m_program_callable and mellea_session must be provided together.") + raise ValueError( + "Both m_program_callable and mellea_session must be provided together." + ) if config_overrides is None: raise ValueError("config_overrides is required.") - gen_model = config_overrides.get('gen_model', 'qwen3:8b') - judge_model = config_overrides.get('judge_model', gen_model) - target_model = config_overrides.get('target_model', 'granite3.3:8b') - top_k = config_overrides.get('top_k', 10) - use_axes = config_overrides.get('use_axes', - 'linguistic,referential,pragmatic,structural,constraint_targeted') - ollama_url = config_overrides.get('ollama_url', OLLAMA_BASE_URL) - timeout = config_overrides.get('timeout', 120) - no_enrich = config_overrides.get('no_enrich', False) - skip_validation = config_overrides.get('skip_validation', False) - use_llm_judge = config_overrides.get('use_llm_judge', False) + gen_model = config_overrides.get("gen_model", "qwen3:8b") + judge_model = config_overrides.get("judge_model", gen_model) + target_model = config_overrides.get("target_model", "granite3.3:8b") + top_k = config_overrides.get("top_k", 10) + use_axes = config_overrides.get( + "use_axes", "linguistic,referential,pragmatic,structural,constraint_targeted" + ) + ollama_url = config_overrides.get("ollama_url", OLLAMA_BASE_URL) + timeout = config_overrides.get("timeout", 120) + no_enrich = config_overrides.get("no_enrich", False) + skip_validation = config_overrides.get("skip_validation", False) + use_llm_judge = config_overrides.get("use_llm_judge", False) if answer_extractor is None: answer_extractor = _default_answer_extractor @@ -279,44 +313,70 @@ def run_benchdrift_pipeline( target_client_type, target_model_name = _parse_model_spec(target_model) gen_client = ModelClientFactory.create_client(gen_client_type, gen_model_name) - judge_client = gen_client if judge_model == gen_model else ModelClientFactory.create_client(judge_client_type, judge_model_name) - target_client = None if m_program_callable else ModelClientFactory.create_client(target_client_type, target_model_name) + judge_client = ( + gen_client + if judge_model == gen_model + else ModelClientFactory.create_client(judge_client_type, judge_model_name) + ) + target_client = ( + None + if m_program_callable + else ModelClientFactory.create_client(target_client_type, target_model_name) + ) # Feature analysis features = get_problem_features(baseline_problem) if not no_enrich: try: - features.update(enrich_features_with_llm( - baseline_problem, ollama_url, gen_model, timeout=timeout)) + features.update( + enrich_features_with_llm( + baseline_problem, ollama_url, gen_model, timeout=timeout + ) + ) except Exception as e: logger.debug(f"Feature enrichment skipped: {e}") # Relevance ranking enabled_axes = parse_axes(use_axes) - all_types = {k: v for k, v in UnifiedVariationEngine.get_all_transformation_types().items() - if TRANSFORMATION_TO_AXIS.get(k) in enabled_axes} + all_types = { + k: v + for k, v in UnifiedVariationEngine.get_all_transformation_types().items() + if TRANSFORMATION_TO_AXIS.get(k) in enabled_axes + } valid_axes = _get_valid_axes(features, enabled_axes=enabled_axes) ranked_axes = _rank_axes_by_features(features, valid_axes) ranked = rank_transformations_two_level( - baseline_problem, features, all_types, top_k=top_k, - pre_ranked_axes=ranked_axes, enabled_axes=enabled_axes) + baseline_problem, + features, + all_types, + top_k=top_k, + pre_ranked_axes=ranked_axes, + enabled_axes=enabled_axes, + ) # Baseline - baseline_answer = _get_answer(baseline_problem, m_program_callable, answer_extractor, target_client) + baseline_answer = _get_answer( + baseline_problem, m_program_callable, answer_extractor, target_client + ) if use_llm_judge: - baseline_correct = _llm_judge_answer(judge_client, baseline_problem, ground_truth_answer, baseline_answer) + baseline_correct = _llm_judge_answer( + judge_client, baseline_problem, ground_truth_answer, baseline_answer + ) else: baseline_correct = _answers_match(baseline_answer, ground_truth_answer) - results = [{ - 'is_baseline': True, 'is_variant': False, - 'variation_type': 'baseline', - 'modified_problem': baseline_problem, - 'ground_truth_answer': ground_truth_answer, - 'variant_answer': baseline_answer, - 'correct': baseline_correct, - 'valid': True, - }] + results = [ + { + "is_baseline": True, + "is_variant": False, + "variation_type": "baseline", + "modified_problem": baseline_problem, + "ground_truth_answer": ground_truth_answer, + "variant_answer": baseline_answer, + "correct": baseline_correct, + "valid": True, + } + ] if progress_callback: progress_callback(0, len(ranked), "baseline", results[0]) @@ -324,7 +384,8 @@ def run_benchdrift_pipeline( # 3-stage pipeline: gen → validate → test, all overlapping # Stage 1 (gen) and Stage 2 (validate) run in background threads. # Stage 3 (test via m-program) runs on main thread as results arrive. - import queue, threading + import queue + import threading valid_ranked = [(t, s, a) for t, s, a in ranked if t in all_types] total = len(valid_ranked) @@ -337,12 +398,15 @@ def _pipeline_worker(): """Background: generate + validate each variation, push to ready_q.""" for idx, (trans_name, score, axis) in enumerate(valid_ranked): variation = _generate_one_variation( - gen_client, baseline_problem, trans_name, all_types[trans_name]) + gen_client, baseline_problem, trans_name, all_types[trans_name] + ) if not variation: ready_q.put((idx, trans_name, score, axis, None, "skip")) continue if not skip_validation: - if not _validate_variation(judge_client, baseline_problem, variation, ground_truth_answer): + if not _validate_variation( + judge_client, baseline_problem, variation, ground_truth_answer + ): ready_q.put((idx, trans_name, score, axis, None, "invalid")) continue ready_q.put((idx, trans_name, score, axis, variation, "ready")) @@ -364,38 +428,47 @@ def _pipeline_worker(): progress_callback(processed, total, "waiting", {}) continue - idx, trans_name, score, axis, variation, gen_status = item + _idx, trans_name, score, axis, variation, gen_status = item processed += 1 if gen_status == "skip": if progress_callback: - progress_callback(processed, total, "skip", {"variation_type": trans_name}) + progress_callback( + processed, total, "skip", {"variation_type": trans_name} + ) continue if gen_status == "invalid": if progress_callback: - progress_callback(processed, total, "invalid", {"variation_type": trans_name}) + progress_callback( + processed, total, "invalid", {"variation_type": trans_name} + ) continue # Test immediately via m-program (different model, no contention) - answer = _get_answer(variation, m_program_callable, answer_extractor, target_client) + answer = _get_answer( + variation, m_program_callable, answer_extractor, target_client + ) if use_llm_judge: - correct = _llm_judge_answer(judge_client, variation, ground_truth_answer, answer) + correct = _llm_judge_answer( + judge_client, variation, ground_truth_answer, answer + ) else: correct = _answers_match(answer, ground_truth_answer) status = "PASS" if correct else "FAIL" entry = { - 'is_baseline': False, 'is_variant': True, - 'variation_type': trans_name, - 'transformation_axis': axis, - 'relevance_score': score, - 'modified_problem': variation, - 'ground_truth_answer': ground_truth_answer, - 'variant_answer': answer, - 'correct': correct, - 'valid': True, + "is_baseline": False, + "is_variant": True, + "variation_type": trans_name, + "transformation_axis": axis, + "relevance_score": score, + "modified_problem": variation, + "ground_truth_answer": ground_truth_answer, + "variant_answer": answer, + "correct": correct, + "valid": True, } results.append(entry) @@ -409,30 +482,31 @@ def _pipeline_worker(): # --- Result Analysis --- -def analyze_robustness(probes: List[Dict[str, Any]]) -> Dict[str, Any]: + +def analyze_robustness(probes: list[dict[str, Any]]) -> dict[str, Any]: """Compute robustness metrics: pass rate, per-type breakdown.""" - variants = [p for p in probes if p.get('is_variant')] + variants = [p for p in probes if p.get("is_variant")] if not variants: return {"error": "No variants", "pass_rate": 0.0, "total": 0} - passed = sum(1 for p in variants if p.get('correct')) + passed = sum(1 for p in variants if p.get("correct")) by_type = {} for p in variants: - t = p.get('variation_type', 'unknown') + t = p.get("variation_type", "unknown") if t not in by_type: - by_type[t] = {'total': 0, 'passed': 0} - by_type[t]['total'] += 1 - if p.get('correct'): - by_type[t]['passed'] += 1 + by_type[t] = {"total": 0, "passed": 0} + by_type[t]["total"] += 1 + if p.get("correct"): + by_type[t]["passed"] += 1 - baseline = next((p for p in probes if p.get('is_baseline')), None) + baseline = next((p for p in probes if p.get("is_baseline")), None) return { "pass_rate": passed / len(variants), "total": len(variants), "passed": passed, "failed": len(variants) - passed, - "baseline_correct": baseline.get('correct', False) if baseline else False, - "by_variation_type": {t: s['passed'] / s['total'] for t, s in by_type.items()}, + "baseline_correct": baseline.get("correct", False) if baseline else False, + "by_variation_type": {t: s["passed"] / s["total"] for t, s in by_type.items()}, } @@ -440,16 +514,20 @@ def analyze_robustness(probes: List[Dict[str, Any]]) -> Dict[str, Any]: analyze_robustness_from_probes = analyze_robustness -def extract_passing_variants(probes: List[Dict[str, Any]]) -> List[str]: +def extract_passing_variants(probes: list[dict[str, Any]]) -> list[str]: """Return modified_problem text for all variants that answered correctly.""" - return [p['modified_problem'] for p in probes - if p.get('is_variant') and p.get('correct') and p.get('modified_problem')] + return [ + p["modified_problem"] + for p in probes + if p.get("is_variant") and p.get("correct") and p.get("modified_problem") + ] -def extract_repair_candidates(probes: List[Dict[str, Any]], - baseline_problem: str) -> List[str]: +def extract_repair_candidates( + probes: list[dict[str, Any]], baseline_problem: str +) -> list[str]: """Find variants that pass when baseline fails (potential prompt repairs).""" - baseline = next((p for p in probes if p.get('is_baseline')), None) - if not baseline or baseline.get('correct'): + baseline = next((p for p in probes if p.get("is_baseline")), None) + if not baseline or baseline.get("correct"): return [] return extract_passing_variants(probes) diff --git a/mellea_contribs/tools/double_round_robin.py b/mellea_contribs/tools_package/src/tools/double_round_robin.py similarity index 88% rename from mellea_contribs/tools/double_round_robin.py rename to mellea_contribs/tools_package/src/tools/double_round_robin.py index c495058..fa5397d 100644 --- a/mellea_contribs/tools/double_round_robin.py +++ b/mellea_contribs/tools_package/src/tools/double_round_robin.py @@ -1,9 +1,11 @@ -"""Author: IBM Research – Mellea Agent Team -Maintainer: Mellea Agent - IBM Research +"""Author: IBM Research - Mellea Agent Team. -Purpose: Generic Double Round Robin (DRR) engine for Mellea agents.DRR performs pairwise comparisons between multiple items, using LLM judgment. +Maintainer: Mellea Agent - IBM Research. + +Purpose: Generic Double Round Robin (DRR) engine for Mellea agents. DRR performs pairwise comparisons between multiple items, using LLM judgment. What DRR Does: + - Takes N items to compare. - Runs every possible pair (A vs B, B vs A). - The model decides winner ("A" or "B"). @@ -11,20 +13,21 @@ - Returns all items with accumulated scores. When should an agent use it? + - When multiple candidate judgments exist for an entity. - When the agent wants to perform robust evaluation using pairwise reasoning. - Especially useful for cases where scores or confidence values alone may be ambiguous. """ import json -from typing import Any, Dict, List, Optional, Tuple +import logging +from typing import Any, Optional -from mellea.backends.types import ModelOption -from mellea.helpers.fancy_logger import FancyLogger -from mellea.stdlib.requirement import req, simple_validate +from mellea.backends import ModelOption +from mellea.stdlib.requirements import req, simple_validate from mellea.stdlib.sampling import RejectionSamplingStrategy -logger = FancyLogger.get_logger() +logger = logging.getLogger(__name__) DRR_CACHE: dict[str, Any] = {} @@ -82,7 +85,8 @@ def compare_pair( "You are a terse pairwise selector. Output exactly one token: A or B." ) - validator = lambda s: extract_choice(s) in ["A", "B"] + def validator(s): + return extract_choice(s) in ["A", "B"] response = m.instruct( prompt, diff --git a/mellea_contribs/tools/top_k.py b/mellea_contribs/tools_package/src/tools/top_k.py similarity index 92% rename from mellea_contribs/tools/top_k.py rename to mellea_contribs/tools_package/src/tools/top_k.py index e7759be..cd26116 100644 --- a/mellea_contribs/tools/top_k.py +++ b/mellea_contribs/tools_package/src/tools/top_k.py @@ -1,11 +1,14 @@ -"""Author: IBM Research – Mellea Agent Team -Maintainer: Mellea Agent - IBM Research +"""Author: IBM Research - Mellea Agent Team. + +Maintainer: Mellea Agent - IBM Research. Purpose: Generic Top-K selection engine using Mellea agents. + - Takes N items and asks the model to pick the top K based on a comparison prompt. - Returns items sorted by score (frequency of selection). When should an agent use it? + - Use when you have multiple candidate items and need the model to rank or pick the best ones. - Suitable for: * Tool selection @@ -14,14 +17,13 @@ - Avoid using for: * Single-item deterministic selection * Non-comparable items (items must have attributes or context the model can reason over) - """ import json -from typing import Any, Dict, List, Optional, Tuple +from typing import Any, Optional -from mellea.backends.types import ModelOption -from mellea.stdlib.requirement import req, simple_validate +from mellea.backends import ModelOption +from mellea.stdlib.requirements import req, simple_validate from mellea.stdlib.sampling import RejectionSamplingStrategy TOP_K_CACHE: dict[str, Any] = {} diff --git a/test/test_double_round_robin.py b/mellea_contribs/tools_package/test/test_double_round_robin.py similarity index 88% rename from test/test_double_round_robin.py rename to mellea_contribs/tools_package/test/test_double_round_robin.py index 0f7fa3c..0f648b1 100644 --- a/test/test_double_round_robin.py +++ b/mellea_contribs/tools_package/test/test_double_round_robin.py @@ -1,13 +1,14 @@ -import sys +import logging import os +import sys sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), ".."))) -from mellea_contribs.tools.double_round_robin import double_round_robin from mellea import start_session -from mellea.helpers.fancy_logger import FancyLogger -FancyLogger.get_logger().setLevel("WARNING") +from tools.double_round_robin import double_round_robin + +logging.basicConfig(level=logging.WARNING) ITEMS = [ { diff --git a/test/test_mprogram_robustness.py b/mellea_contribs/tools_package/test/test_mprogram_robustness.py similarity index 54% rename from test/test_mprogram_robustness.py rename to mellea_contribs/tools_package/test/test_mprogram_robustness.py index cf6b370..760c93f 100644 --- a/test/test_mprogram_robustness.py +++ b/mellea_contribs/tools_package/test/test_mprogram_robustness.py @@ -1,5 +1,4 @@ -""" -Robustness test for a Mellea m-program using BenchDrift variations. +"""Robustness test for a Mellea m-program using BenchDrift variations. Generates semantic variations of a problem, tests each through the m-program, and reports pass/fail with color-coded output. @@ -8,72 +7,80 @@ python test_mprogram_robustness.py --backend-model mistral:7b --top-k 3 python test_mprogram_robustness.py --gen-model qwen3:8b --use-axes all """ -import sys -import os -import re -import io -import contextlib + import argparse +import contextlib +import io import logging +import os +import re +import sys from typing import Any sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), ".."))) sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), "../.."))) -import yaml from pathlib import Path +import yaml from mellea import start_session -try: - from mellea.backends.types import ModelOption -except ImportError: - from mellea.backends import ModelOption -from mellea_contribs.tools.benchdrift_runner import ( - run_benchdrift_pipeline, + +from mellea.backends import ModelOption +from tools.benchdrift_runner import ( analyze_robustness, + run_benchdrift_pipeline, ) # ANSI -G = "\033[92m" # green -R = "\033[91m" # red -Y = "\033[93m" # yellow -D = "\033[2m" # dim -B = "\033[1m" # bold -X = "\033[0m" # reset +G = "\033[92m" # green +R = "\033[91m" # red +Y = "\033[93m" # yellow +D = "\033[2m" # dim +B = "\033[1m" # bold +X = "\033[0m" # reset def _suppress_noise(): - for name in ['BenchDrift', 'benchdrift', 'mellea_contribs', 'mellea', - 'httpx', 'httpcore', 'urllib3', 'requests']: + for name in [ + "BenchDrift", + "benchdrift", + "mellea_contribs", + "mellea", + "httpx", + "httpcore", + "urllib3", + "requests", + ]: logging.getLogger(name).setLevel(logging.CRITICAL) logging.getLogger().setLevel(logging.CRITICAL) try: from mellea.helpers.fancy_logger import FancyLogger + fl = FancyLogger.get_logger() fl.setLevel(logging.CRITICAL) fl.handlers = [] except Exception: pass - os.environ['TQDM_DISABLE'] = '1' + os.environ["TQDM_DISABLE"] = "1" def _extract_answer(response: Any) -> str: text = str(response) - m = re.search(r'(.*?)', text, re.DOTALL | re.IGNORECASE) + m = re.search(r"(.*?)", text, re.DOTALL | re.IGNORECASE) if m: return m.group(1).strip() for pat in [ - r'(?:total\s+cost|total|answer|result)\s*(?:is|=|:)\s*\$?([\d,]+\.?\d*)', - r'=\s*\$?([\d,]+\.?\d*)\s*$', - r'\*\*\$?([\d,]+\.?\d*)\*\*', + r"(?:total\s+cost|total|answer|result)\s*(?:is|=|:)\s*\$?([\d,]+\.?\d*)", + r"=\s*\$?([\d,]+\.?\d*)\s*$", + r"\*\*\$?([\d,]+\.?\d*)\*\*", ]: matches = re.findall(pat, text, re.IGNORECASE | re.MULTILINE) if matches: - return '$' + matches[-1].replace(',', '') - dollars = re.findall(r'\$([\d,]+\.?\d*)', text) + return "$" + matches[-1].replace(",", "") + dollars = re.findall(r"\$([\d,]+\.?\d*)", text) if dollars: - return '$' + dollars[-1].replace(',', '') - nums = re.findall(r'-?\d+\.?\d*', text) + return "$" + dollars[-1].replace(",", "") + nums = re.findall(r"-?\d+\.?\d*", text) if nums: return nums[-1] return text.strip()[:40] @@ -100,19 +107,21 @@ def test_m_program_robustness(cli_overrides=None): ground_truth = "$351" # --- Config --- - config_path = Path(__file__).parent.parent / 'config' / 'benchdrift_config.yaml' - with open(config_path, 'r') as f: + config_path = Path(__file__).parent.parent / "config" / "benchdrift_config.yaml" + with open(config_path) as f: cfg = yaml.safe_load(f) config = {k: v for k, v in cfg.items() if isinstance(v, (str, int, float, bool))} if cli_overrides: config.update(cli_overrides) - backend_model = config.pop('backend_model', 'granite3.3:8b') - gen_model = config.get('gen_model', 'qwen3:8b') - target_model = config.get('target_model', backend_model) - top_k = config.get('top_k', 10) - axes = config.get('use_axes', 'linguistic,referential,pragmatic,structural,constraint_targeted') - enrich = 'on' if not config.get('no_enrich', False) else 'off' + backend_model = config.pop("backend_model", "granite3.3:8b") + gen_model = config.get("gen_model", "qwen3:8b") + config.get("target_model", backend_model) + top_k = config.get("top_k", 10) + axes = config.get( + "use_axes", "linguistic,referential,pragmatic,structural,constraint_targeted" + ) + enrich = "on" if not config.get("no_enrich", False) else "off" # --- Header --- print(f"\n{B}BenchDrift — M-Program Robustness Test{X}") @@ -123,11 +132,15 @@ def test_m_program_robustness(cli_overrides=None): # --- Mellea session --- try: - with contextlib.redirect_stdout(io.StringIO()), \ - contextlib.redirect_stderr(io.StringIO()): + with ( + contextlib.redirect_stdout(io.StringIO()), + contextlib.redirect_stderr(io.StringIO()), + ): m = start_session( - backend_name="ollama", model_id=backend_model, - model_options={ModelOption.TEMPERATURE: 0.1}) + backend_name="ollama", + model_id=backend_model, + model_options={ModelOption.TEMPERATURE: 0.1}, + ) except Exception as e: print(f"{R}Failed to start Mellea session: {e}{X}") print(f"Ensure: ollama serve && ollama pull {backend_model}") @@ -138,23 +151,27 @@ def test_m_program_robustness(cli_overrides=None): def m_program(question: str) -> Any: call_count[0] += 1 - with contextlib.redirect_stdout(io.StringIO()), \ - contextlib.redirect_stderr(io.StringIO()): + with ( + contextlib.redirect_stdout(io.StringIO()), + contextlib.redirect_stderr(io.StringIO()), + ): response = m.instruct(question) - return response.value if hasattr(response, 'value') else response + return response.value if hasattr(response, "value") else response # --- Progress display --- _out = sys.stdout - _spinner = ['⠋','⠙','⠹','⠸','⠼','⠴','⠦','⠧','⠇','⠏'] + _spinner = ["⠋", "⠙", "⠹", "⠸", "⠼", "⠴", "⠦", "⠧", "⠇", "⠏"] _spin_idx = [0] def on_progress(current, total, status, entry): if status == "baseline": - ans = _extract_answer(entry.get('variant_answer', '?')) - ok = entry.get('correct', False) + ans = _extract_answer(entry.get("variant_answer", "?")) + ok = entry.get("correct", False) c = G if ok else R - _out.write(f"\r Baseline: {c}{ans}{X} | generating 0/{total} variations...") + _out.write( + f"\r Baseline: {c}{ans}{X} | generating 0/{total} variations..." + ) _out.flush() return elif status == "waiting": @@ -165,20 +182,26 @@ def on_progress(current, total, status, entry): return elif status in ("skip", "invalid"): pct = int(current / total * 100) - _out.write(f"\r [{pct:3d}%] {current}/{total} {D}{status}: {entry.get('variation_type','')}{X} ") + _out.write( + f"\r [{pct:3d}%] {current}/{total} {D}{status}: {entry.get('variation_type', '')}{X} " + ) _out.flush() else: pct = int(current / total * 100) - ans = _extract_answer(entry.get('variant_answer', '?')) + ans = _extract_answer(entry.get("variant_answer", "?")) c = G if status == "PASS" else R - _out.write(f"\r [{pct:3d}%] {current}/{total} {c}{ans:20s}{X} {status} ") + _out.write( + f"\r [{pct:3d}%] {current}/{total} {c}{ans:20s}{X} {status} " + ) _out.flush() # --- Run --- _captured_err = io.StringIO() try: - with contextlib.redirect_stdout(io.StringIO()), \ - contextlib.redirect_stderr(_captured_err): + with ( + contextlib.redirect_stdout(io.StringIO()), + contextlib.redirect_stderr(_captured_err), + ): probes = run_benchdrift_pipeline( baseline_problem=baseline_question, ground_truth_answer=ground_truth, @@ -193,7 +216,9 @@ def on_progress(current, total, status, entry): err_output = _captured_err.getvalue() if err_output: print(f"{D}{err_output[:500]}{X}") - import traceback; traceback.print_exc() + import traceback + + traceback.print_exc() return _out.write("\r" + " " * 80 + "\r") @@ -212,34 +237,39 @@ def on_progress(current, total, status, entry): print(f"{'─' * 70}") bl = probes[0] - bl_ans = _extract_answer(bl['variant_answer']) - bl_ok = bl['correct'] - print(f" {B}{'Baseline':30s}{X} {(G if bl_ok else R)}{bl_ans:20s}{X} {'PASS' if bl_ok else 'FAIL'}") + bl_ans = _extract_answer(bl["variant_answer"]) + bl_ok = bl["correct"] + print( + f" {B}{'Baseline':30s}{X} {(G if bl_ok else R)}{bl_ans:20s}{X} {'PASS' if bl_ok else 'FAIL'}" + ) for p in probes[1:]: - if not p.get('is_variant'): + if not p.get("is_variant"): continue - ok = p.get('correct', False) + ok = p.get("correct", False) c = G if ok else R label = "PASS" if ok else "FAIL" - trans = p.get('variation_type', '?') - ans = _extract_answer(p.get('variant_answer', '?')) + trans = p.get("variation_type", "?") + ans = _extract_answer(p.get("variant_answer", "?")) print(f" {trans:30s} {c}{ans:20s}{X} {c}{label}{X}") # --- Summary --- report = analyze_robustness(probes) - pr = report['pass_rate'] + pr = report["pass_rate"] pc = G if pr >= 0.7 else (Y if pr >= 0.4 else R) print(f"{'─' * 70}") - print(f" Pass rate: {pc}{B}{pr:.0%}{X} ({report['passed']}/{report['total']})" - f" | baseline: {'PASS' if report['baseline_correct'] else 'FAIL'}" - f" | calls: {call_count[0]}") + print( + f" Pass rate: {pc}{B}{pr:.0%}{X} ({report['passed']}/{report['total']})" + f" | baseline: {'PASS' if report['baseline_correct'] else 'FAIL'}" + f" | calls: {call_count[0]}" + ) # --- Save results --- import json from datetime import datetime - output_dir = Path(__file__).parent.parent / 'logs' + + output_dir = Path(__file__).parent.parent / "logs" output_dir.mkdir(exist_ok=True) ts = datetime.now().strftime("%Y%m%d_%H%M%S") output_file = output_dir / f"robustness_{ts}.json" @@ -256,7 +286,7 @@ def on_progress(current, total, status, entry): "summary": report, "probes": probes, } - with open(output_file, 'w') as f: + with open(output_file, "w") as f: json.dump(output_data, f, indent=2, default=str) print(f" Results saved: {D}{output_file}{X}") @@ -266,23 +296,50 @@ def on_progress(current, total, status, entry): def parse_args(): - p = argparse.ArgumentParser(description='M-program robustness test (BenchDrift)') - p.add_argument('--backend-model', type=str, default=None, - help='Ollama model for Mellea m-program (default: granite3.3:8b)') - p.add_argument('--gen-model', type=str, default=None, - help='Ollama model for variation generation (default: qwen3:8b)') - p.add_argument('--top-k', type=int, default=None, - help='Number of ranked transformations (default: 10)') - p.add_argument('--use-axes', type=str, default=None, - help='Taxonomy axes, comma-separated or "all" (default: 5 core axes)') - p.add_argument('--no-enrich', action='store_true', - help='Skip LLM feature enrichment (faster)') - p.add_argument('--judge-model', type=str, default=None, - help='Ollama model for validation + evaluation (default: same as gen-model)') - p.add_argument('--skip-validation', action='store_true', - help='Skip variation validation (faster, less filtering)') - p.add_argument('--use-llm-judge', action='store_true', - help='Use LLM judge for answer evaluation (slower, more accurate)') + p = argparse.ArgumentParser(description="M-program robustness test (BenchDrift)") + p.add_argument( + "--backend-model", + type=str, + default=None, + help="Ollama model for Mellea m-program (default: granite3.3:8b)", + ) + p.add_argument( + "--gen-model", + type=str, + default=None, + help="Ollama model for variation generation (default: qwen3:8b)", + ) + p.add_argument( + "--top-k", + type=int, + default=None, + help="Number of ranked transformations (default: 10)", + ) + p.add_argument( + "--use-axes", + type=str, + default=None, + help='Taxonomy axes, comma-separated or "all" (default: 5 core axes)', + ) + p.add_argument( + "--no-enrich", action="store_true", help="Skip LLM feature enrichment (faster)" + ) + p.add_argument( + "--judge-model", + type=str, + default=None, + help="Ollama model for validation + evaluation (default: same as gen-model)", + ) + p.add_argument( + "--skip-validation", + action="store_true", + help="Skip variation validation (faster, less filtering)", + ) + p.add_argument( + "--use-llm-judge", + action="store_true", + help="Use LLM judge for answer evaluation (slower, more accurate)", + ) return p.parse_args() @@ -290,19 +347,19 @@ def parse_args(): args = parse_args() overrides = {} if args.backend_model: - overrides['backend_model'] = args.backend_model + overrides["backend_model"] = args.backend_model if args.gen_model: - overrides['gen_model'] = args.gen_model + overrides["gen_model"] = args.gen_model if args.top_k is not None: - overrides['top_k'] = args.top_k + overrides["top_k"] = args.top_k if args.use_axes: - overrides['use_axes'] = args.use_axes + overrides["use_axes"] = args.use_axes if args.judge_model: - overrides['judge_model'] = args.judge_model + overrides["judge_model"] = args.judge_model if args.no_enrich: - overrides['no_enrich'] = True + overrides["no_enrich"] = True if args.skip_validation: - overrides['skip_validation'] = True + overrides["skip_validation"] = True if args.use_llm_judge: - overrides['use_llm_judge'] = True + overrides["use_llm_judge"] = True test_m_program_robustness(overrides or None) diff --git a/test/test_top_k.py b/mellea_contribs/tools_package/test/test_top_k.py similarity index 96% rename from test/test_top_k.py rename to mellea_contribs/tools_package/test/test_top_k.py index 36a92bd..afe99d5 100644 --- a/test/test_top_k.py +++ b/mellea_contribs/tools_package/test/test_top_k.py @@ -1,10 +1,11 @@ -import sys import os +import sys sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), ".."))) from mellea import start_session -from mellea_contribs.tools.top_k import top_k + +from tools.top_k import top_k ITEMS = [ { diff --git a/mellea_contribs/tools_package/uv.lock b/mellea_contribs/tools_package/uv.lock new file mode 100644 index 0000000..4daa455 --- /dev/null +++ b/mellea_contribs/tools_package/uv.lock @@ -0,0 +1,7437 @@ +version = 1 +revision = 3 +requires-python = ">=3.10" +resolution-markers = [ + "python_full_version >= '3.14' and sys_platform == 'win32'", + "python_full_version >= '3.14' and sys_platform == 'emscripten'", + "python_full_version >= '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version >= '3.12' and python_full_version < 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