wehub-resource-sync
e768098d0e
tools_continuous_delivery / Private PyPI non-main branch release (push) Has been skipped
tools_continuous_delivery / Private PyPI main branch release (push) Failing after 2m42s
Publish Promptflow Doc / Build (push) Has been cancelled
Publish Promptflow Doc / Deploy (push) Has been cancelled
Flake8 Lint / flake8 (push) Has been cancelled
Spell check CI / Spell_Check (push) Has been cancelled
61 lines
1.8 KiB
Python
61 lines
1.8 KiB
Python
import asyncio
|
|
import json
|
|
from pathlib import Path
|
|
from aggregation import aggregate
|
|
from eval_runner import EvalRunner
|
|
from workflow import EvalInput, create_workflow
|
|
|
|
|
|
async def test_exact_match():
|
|
wf = create_workflow()
|
|
result = await wf.run(EvalInput(
|
|
entities=["software engineer", "CEO"],
|
|
ground_truth='"CEO, Software Engineer, Finance Manager"'
|
|
))
|
|
output = result.get_outputs()[0]
|
|
assert output["exact_match"] == 0
|
|
assert output["partial_match"] == 1
|
|
print("PASS: test_exact_match")
|
|
|
|
|
|
async def test_batch():
|
|
dataset = [
|
|
EvalInput(entities=["CEO"], ground_truth="CEO, Engineer"),
|
|
EvalInput(entities=["CEO", "Engineer"], ground_truth="CEO, Engineer"),
|
|
]
|
|
runner = EvalRunner(
|
|
workflow_factory=create_workflow,
|
|
aggregate_fn=aggregate,
|
|
concurrency=5,
|
|
)
|
|
result = await runner.run(dataset)
|
|
assert result.metrics["partial_match_rate"] == 1.0
|
|
print("PASS: test_batch")
|
|
|
|
|
|
async def test_data_jsonl():
|
|
"""Run eval on every row in data.jsonl"""
|
|
data_path = Path(__file__).parent / "data.jsonl"
|
|
rows = [json.loads(line) for line in data_path.read_text(encoding="utf-8").splitlines() if line.strip()]
|
|
wf = create_workflow()
|
|
for i, row in enumerate(rows):
|
|
result = await wf.run(EvalInput(
|
|
entities=row["entities"],
|
|
ground_truth=row["ground_truth"],
|
|
))
|
|
output = result.get_outputs()[0]
|
|
assert isinstance(output, dict), f"Row {i}: expected dict, got {type(output)}"
|
|
print(f" Row {i}: output={output}")
|
|
print(f"PASS: test_data_jsonl ({len(rows)} rows)")
|
|
|
|
|
|
async def main():
|
|
await test_exact_match()
|
|
await test_batch()
|
|
await test_data_jsonl()
|
|
print("\nAll tests passed!")
|
|
|
|
|
|
if __name__ == "__main__":
|
|
asyncio.run(main())
|