salesbench-100 / tests /test_world.py
SamuelChien821's picture
Publish SalesBench-100 v3.4.1 realism release (part 12)
4d9a0e3 verified
Raw
History Blame Contribute Delete
16.1 kB
from __future__ import annotations
import json
import tempfile
import unittest
from pathlib import Path
from salesbench.generation import TASK_SPINES, generate_task, verification_token
from salesbench.runtime.world import SalesWorld
class WorldTests(unittest.TestCase):
def setUp(self) -> None:
self.temporary = tempfile.TemporaryDirectory()
self.root = Path(self.temporary.name)
self.task = generate_task(TASK_SPINES[0], 1)
self.documents = self.root / "documents"
for relative, content in self.task.documents.items():
path = self.documents / relative
path.parent.mkdir(parents=True, exist_ok=True)
if isinstance(content, bytes):
path.write_bytes(content)
else:
path.write_text(content, encoding="utf-8")
self.spec_path = self.root / "spec.json"
self.seed_path = self.root / "seed.json"
self.spec_path.write_text(json.dumps(self.task.spec), encoding="utf-8")
self.seed_path.write_text(json.dumps(self.task.seed), encoding="utf-8")
def tearDown(self) -> None:
self.temporary.cleanup()
def world(self, suffix: str) -> SalesWorld:
return SalesWorld(
self.documents,
self.root / f"output-{suffix}",
self.root / f"state-{suffix}",
self.spec_path,
self.seed_path,
)
def test_reference_trajectory_passes_and_replays_exactly(self) -> None:
reports = []
for suffix in ("one", "two"):
world = self.world(suffix)
for call in self.task.reference["calls"]:
result = world.call_tool(call["server"], call["name"], call["arguments"])
self.assertFalse(result["isError"])
self.assertEqual(
result["structuredContent"]["content"], result["content"][0]["text"]
)
reports.append(world.verify(verification_token(self.task.task_id)))
self.assertTrue(reports[0]["passed"])
self.assertEqual(reports[0]["reward"], 1.0)
self.assertEqual(len(reports[0]["semantic_checks"]), 15)
self.assertEqual(
sum(check["weight"] for check in reports[0]["semantic_checks"]),
100.0,
)
self.assertTrue(all(check["passed"] for check in reports[0]["semantic_checks"]))
self.assertEqual(reports[0], reports[1])
executed = {
f"{component}.{criterion_id}"
for component in ("procedure", "state", "changes", "brief")
for criterion_id in (
reports[0]["criteria"][component]
if component == "procedure"
else reports[0]["criteria"][component]["criteria"]
)
}
self.assertEqual(
executed, {row["id"] for row in self.task.spec["rubric_criteria"]}
)
def test_keyword_stuffing_cannot_replace_a_human_brief(self) -> None:
world = self.world("keyword-stuffing")
replaced = False
for call in self.task.reference["calls"]:
arguments = call["arguments"]
if (
call["server"] == "filesystem"
and call["name"] == "write_file"
and arguments["path"].endswith("brief.md")
):
arguments = {
**arguments,
"content": " ".join(arguments["content"].split()),
}
replaced = True
result = world.call_tool(call["server"], call["name"], arguments)
self.assertFalse(result["isError"])
self.assertTrue(replaced)
report = world.verify(verification_token(self.task.task_id))
criteria = report["criteria"]["brief"]["criteria"]
self.assertFalse(report["passed"])
self.assertFalse(criteria["natural_narrative"])
self.assertTrue(
all(passed for name, passed in criteria.items() if name != "natural_narrative")
)
def _run_with_changes(self, suffix: str, mutate) -> dict:
world = self.world(suffix)
for call in self.task.reference["calls"]:
arguments = call["arguments"]
if (
call["server"] == "filesystem"
and call["name"] == "write_file"
and arguments["path"].endswith("changes.json")
):
payload = json.loads(arguments["content"])
mutate(payload)
arguments = {
**arguments,
"content": json.dumps(payload, ensure_ascii=False, indent=2) + "\n",
}
result = world.call_tool(call["server"], call["name"], arguments)
self.assertFalse(result["isError"])
return world.verify(verification_token(self.task.task_id))
def test_misreported_alternative_timing_is_rejected(self) -> None:
def flip_timing(payload: dict) -> None:
model = payload["decision_model"]
model["decision_timing_status"] = (
"LATE" if model["decision_timing_status"] == "ON_TIME" else "ON_TIME"
)
report = self._run_with_changes("wrong-timing", flip_timing)
self.assertFalse(report["passed"])
self.assertFalse(
report["criteria"]["changes"]["criteria"][
"decision_model.decision_timing_status"
]
)
failed = [check["id"] for check in report["semantic_checks"] if not check["passed"]]
self.assertEqual(failed, ["decision.alternatives"])
def test_relabelled_unauthorized_alternative_is_rejected(self) -> None:
expedite_id = next(
option["id"]
for option in self.task.spec["decision_options"]
if option["approval"] == "ADDITIONAL_APPROVAL_REQUIRED"
)
def approve_expedite(payload: dict) -> None:
option = payload["decision_model"]["options"][expedite_id]
option["approval"] = "APPROVED"
option["incremental_cost"] = 0
report = self._run_with_changes("approved-expedite", approve_expedite)
self.assertFalse(report["passed"])
criteria = report["criteria"]["changes"]["criteria"]
self.assertFalse(criteria[f"decision_model.options.{expedite_id}.approval"])
self.assertFalse(criteria[f"decision_model.options.{expedite_id}.incremental_cost"])
def test_reference_can_skip_surrounding_sources_and_queries(self) -> None:
world = self.world("material-only")
required_investigations = {
(
call["server"],
call["name"],
json.dumps(call["arguments"], sort_keys=True, separators=(",", ":")),
)
for call in self.task.spec["required_investigation_calls"]
}
skipped = 0
for call in self.task.reference["calls"]:
arguments = call["arguments"]
if (
call["server"] == "filesystem"
and call["name"] == "read_text_file"
and arguments.get("path") not in self.task.spec["required_document_paths"]
):
skipped += 1
continue
if (
call["server"] == "filesystem"
and call["name"] == "get_file_info"
and arguments.get("path") not in self.task.spec["metadata_check_paths"]
):
skipped += 1
continue
signature = (
call["server"],
call["name"],
json.dumps(arguments, sort_keys=True, separators=(",", ":")),
)
if call.get("purpose") and signature not in required_investigations:
skipped += 1
continue
result = world.call_tool(call["server"], call["name"], arguments)
self.assertFalse(result["isError"])
report = world.verify(verification_token(self.task.task_id))
self.assertGreaterEqual(skipped, 10)
self.assertTrue(report["passed"])
self.assertEqual(report["reward"], 1.0)
def test_material_investigation_accepts_a_semantically_equivalent_query(self) -> None:
world = self.world("flexible-investigation")
target = self.task.spec["required_investigation_calls"][0]
replaced = False
for call in self.task.reference["calls"]:
arguments = call["arguments"]
if (
not replaced
and call["server"] == target["server"]
and call["name"] == target["name"]
and arguments == target["arguments"]
):
arguments = {
**arguments,
"limit": 50,
"properties": ["salesbench_key", "forecast_status"],
}
replaced = True
result = world.call_tool(call["server"], call["name"], arguments)
self.assertFalse(result["isError"])
self.assertTrue(replaced)
report = world.verify(verification_token(self.task.task_id))
self.assertTrue(report["passed"])
self.assertTrue(
report["criteria"]["procedure"]["task_specific_investigation_completed"]
)
def test_outputs_only_are_rejected(self) -> None:
world = self.world("shortcut")
for call in self.task.reference["calls"][-2:]:
world.call_tool(call["server"], call["name"], call["arguments"])
report = world.verify(verification_token(self.task.task_id))
self.assertFalse(report["passed"])
self.assertLessEqual(report["reward"], 0.49)
def test_correct_result_with_task_specific_evidence_omitted_is_rejected(self) -> None:
world = self.world("missing-task-investigation")
required = self.task.spec["required_investigation_calls"][0]
skipped = False
for call in self.task.reference["calls"]:
if (
not skipped
and call["server"] == required["server"]
and call["name"] == required["name"]
and call["arguments"] == required["arguments"]
):
skipped = True
continue
result = world.call_tool(call["server"], call["name"], call["arguments"])
self.assertFalse(result["isError"])
self.assertTrue(skipped)
report = world.verify(verification_token(self.task.task_id))
self.assertFalse(report["passed"])
self.assertFalse(
report["criteria"]["procedure"]["task_specific_investigation_completed"]
)
def test_correct_writes_followed_by_late_reads_are_rejected(self) -> None:
world = self.world("write-first")
calls = self.task.reference["calls"]
crm_mutations = [
call
for call in calls
if call["server"] in {"salesforce", "hubspot"}
and call["name"] in {"updateSobjectRecord", "hubspot_update_object"}
]
outputs = [
call
for call in calls
if call["server"] == "filesystem" and call["name"] == "write_file"
]
investigation = [
call for call in calls if call not in crm_mutations and call not in outputs
]
for call in [*crm_mutations, *investigation, *outputs]:
result = world.call_tool(call["server"], call["name"], call["arguments"])
self.assertFalse(result["isError"])
report = world.verify(verification_token(self.task.task_id))
self.assertFalse(report["passed"])
self.assertFalse(
report["criteria"]["procedure"]["all_required_evidence_precedes_mutation"]
)
self.assertFalse(
report["criteria"]["procedure"]["all_provider_evidence_precedes_mutation"]
)
def test_mutation_acknowledgement_without_postwrite_readback_is_rejected(self) -> None:
world = self.world("missing-readback")
skipped_change_id = None
for call in self.task.reference["calls"]:
if skipped_change_id is None and call.get("phase") == "postwrite_readback":
skipped_change_id = call["change_id"]
continue
result = world.call_tool(call["server"], call["name"], call["arguments"])
self.assertFalse(result["isError"])
self.assertIsNotNone(skipped_change_id)
report = world.verify(verification_token(self.task.task_id))
self.assertFalse(report["passed"])
self.assertFalse(
report["criteria"]["procedure"]["all_mutations_verified_by_readback"]
)
self.assertFalse(
report["criteria"]["state"]["criteria"][
f"{skipped_change_id}.postwrite_readback"
]
)
def test_pristine_noop_world_scores_exactly_zero(self) -> None:
world = self.world("noop")
report = world.verify(verification_token(self.task.task_id))
self.assertFalse(report["passed"])
self.assertEqual(report["reward"], 0.0)
self.assertEqual(report["reward_cap_reason"], "no_mcp_interaction")
def test_failed_read_is_recoverable_but_rejected_mutation_is_not(self) -> None:
read_world = self.world("recover-read")
invalid_read = read_world.call_tool("salesforce", "soqlQuery", {})
self.assertTrue(invalid_read["isError"])
for call in self.task.reference["calls"]:
read_world.call_tool(call["server"], call["name"], call["arguments"])
read_report = read_world.verify(verification_token(self.task.task_id))
self.assertTrue(read_report["passed"])
self.assertTrue(read_report["criteria"]["procedure"]["no_rejected_mutation"])
mutation_world = self.world("reject-mutation")
change = self.task.spec["expected_changes"][0]
invalid_arguments = {
**change["arguments"],
"id": f"{change['record_id']}-OUT-OF-SCOPE",
}
invalid_mutation = mutation_world.call_tool(
change["system"], change["tool"], invalid_arguments
)
self.assertTrue(invalid_mutation["isError"])
for call in self.task.reference["calls"]:
mutation_world.call_tool(call["server"], call["name"], call["arguments"])
mutation_report = mutation_world.verify(verification_token(self.task.task_id))
self.assertFalse(mutation_report["passed"])
self.assertFalse(
mutation_report["criteria"]["procedure"]["no_rejected_mutation"]
)
execution = next(
check
for check in mutation_report["semantic_checks"]
if check["id"] == "execution.delivery"
)
self.assertFalse(execution["passed"])
def test_unauthorized_delete_fails_verification(self) -> None:
world = self.world("delete")
for call in self.task.reference["calls"]:
world.call_tool(call["server"], call["name"], call["arguments"])
target = next(
row
for row in world.state["salesforce"]["objects"]["Account"]
if str(row.get("SalesBenchKey__c", "")).startswith("CTRL-")
)
result = world.call_tool(
"salesforce",
"deleteSobjectRecord",
{"sobject-name": "Account", "id": target["Id"]},
)
self.assertFalse(result["isError"])
report = world.verify(verification_token(self.task.task_id))
self.assertFalse(report["passed"])
state_criteria = report["criteria"]["state"]["criteria"]
self.assertFalse(state_criteria["no_delete_tool_succeeded"])
self.assertFalse(state_criteria["entire_business_state_exact"])
def test_verifier_capability_is_not_public(self) -> None:
world = self.world("token")
with self.assertRaises(PermissionError):
world.verify(None)
with self.assertRaises(PermissionError):
world.verify("wrong")
if __name__ == "__main__":
unittest.main()