headroom/benchmarks/__init__.py
chopratejas e4a41faa33 Fix all ruff lint and format errors for CI
- Fix E402: Move module-level imports to top of file
- Fix F401: Add noqa for availability check imports
- Fix F402: Rename loop variables shadowing imports
- Fix E722: Replace bare except with except Exception
- Fix B904: Add exception chaining (from e)
- Fix F811: Remove duplicate imports
- Fix B027: Add noqa for empty close() method
- Fix E741: Rename ambiguous variable l -> label
- Fix I001: Import sorting issues
- Apply ruff format to all 106 files

All 902 tests pass.
2026-01-10 15:33:44 -08:00

46 lines
1.2 KiB
Python

"""Headroom SDK Benchmark Suite.
This package provides performance benchmarks for Headroom transforms and relevance
scorers. Benchmarks use pytest-benchmark for accurate timing measurements.
Usage:
# Run all benchmarks
pytest benchmarks/ --benchmark-only
# Run specific suite
pytest benchmarks/bench_transforms.py --benchmark-only
# Generate comparison report
python benchmarks/run_benchmarks.py --suite all --output report.md
Performance Targets:
- SmartCrusher: < 10ms for 1000 items
- CacheAligner: < 1ms for date extraction
- RollingWindow: < 5ms for 200 turns
- BM25Scorer: < 1ms for 100 items
- HybridScorer: < 50ms for 100 items (with embeddings)
"""
__version__ = "0.2.0"
from .scenarios.conversations import (
generate_agentic_conversation,
generate_rag_conversation,
)
from .scenarios.tool_outputs import (
generate_api_responses,
generate_database_rows,
generate_log_entries,
generate_search_results,
)
__all__ = [
# Data generators
"generate_search_results",
"generate_log_entries",
"generate_api_responses",
"generate_database_rows",
# Conversation generators
"generate_agentic_conversation",
"generate_rag_conversation",
]