ToolUse.1 / tests /test_corpus.py
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ToolUse.1: benchmark corpus, harness and specification
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"""Corpus invariants. These run on the frozen dataset and catch authoring slips."""
from __future__ import annotations
import json
from collections import Counter
from tooluse1.cases_build import ALL_TOOLS, build, manifest
from tooluse1.schema import ExpectCall, ExpectNoCall
from tooluse1.tools import REGISTRY, canonical_name
def test_ids_are_unique():
ids = [case.id for case in build()]
assert len(ids) == len(set(ids))
_ID_PREFIX = {
"calculator": "calc",
"get_weather": "weather",
"web_search": "search",
"translate": "translate",
"convert_currency": "currency",
"convert_units": "units",
"set_timer": "timer",
"save_note": "note",
"get_time": "time",
"negative": "negative",
"clarification": "clarify",
"multi_step": "chain",
}
def test_ids_are_readable():
for case in build():
prefix = _ID_PREFIX[case.category]
assert case.id.startswith(prefix + "-"), case.id
assert case.id.startswith(f"{prefix}-{case.lang}-") or f"-{case.lang}-" in case.id, case.id
def test_tools_exist_in_registry():
for case in build():
assert case.tools, case.id
for tool in case.tools:
assert tool in REGISTRY, f"{case.id}: unknown tool {tool}"
def test_call_expectations_match_tool_schemas():
for case in build():
if not isinstance(case.expect, ExpectCall):
continue
spec = REGISTRY[case.expect.name]
keys = set(case.expect.args)
assert set(spec.required) <= keys, f"{case.id}: missing required args"
assert keys <= set(spec.parameters), f"{case.id}: unknown args {keys - set(spec.parameters)}"
assert case.expect.name in case.tools, f"{case.id}: tool not in the available list"
def test_negatives_never_reference_unavailable_tools():
for case in build():
if isinstance(case.expect, ExpectCall):
continue
assert isinstance(case.expect, ExpectNoCall)
if (case.expect.answer_contains_any or case.expect.answer_contains_all) and len(case.tools) == len(ALL_TOOLS):
assert case.category in {"negative", "clarification", "multi_step"}, case.id
def test_answer_constraints_are_lowercase():
for case in build():
if isinstance(case.expect, ExpectCall):
continue
for needle in case.expect.answer_contains_all:
assert needle == needle.lower(), case.id
for group in case.expect.answer_contains_any:
for needle in group:
assert needle == needle.lower(), case.id
def test_balanced_languages_and_categories():
cases = build()
languages = Counter(case.lang for case in cases)
assert set(languages) == {"en"}
assert languages["en"] >= 100, languages
categories = Counter(case.category for case in cases)
for required in ("calculator", "negative", "clarification", "multi_step"):
assert categories[required] >= 4, categories
def test_multi_step_cases_carry_history():
for case in build():
if case.category != "multi_step":
continue
assert case.history, case.id
assert any(message.role == "tool" for message in case.history), case.id
def test_multi_step_history_is_wellformed():
for case in build():
for message in case.history:
if message.role == "assistant" and message.tool_name:
assert message.tool_name in case.tools, case.id
assert message.tool_args is not None, case.id
spec = REGISTRY[message.tool_name]
assert set(spec.required) <= set(message.tool_args), case.id
if message.role == "tool":
assert message.content, case.id
def test_manifest_is_stable():
first = manifest(build())
second = manifest(build())
assert first["sha256"] == second["sha256"]
assert first["cases"] == second["cases"]
assert first["call_cases"] + first["no_call_cases"] == first["cases"]
def test_dataset_roundtrips_through_json():
for case in build():
assert json.loads(case.to_json())["id"] == case.id
def test_negatives_are_not_trivial():
negatives = [case for case in build() if isinstance(case.expect, ExpectNoCall)]
constrained = [case for case in negatives if case.expect.answer_contains_any or case.expect.answer_contains_all]
assert len(constrained) >= len(negatives) // 2
def test_canonical_names_are_registry_names():
for name in ALL_TOOLS:
assert canonical_name(name) in REGISTRY