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VianoBugAnalysis/tests/test_investigation_lean.py

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14 KiB
Python

import asyncio
import copy
import json
import pytest
from jsonschema import Draft202012Validator
from test_compact_investigation import context
from test_case_builder import case_setup
from test_investigation_tools import tool_case
from test_investigator import CASE,run,state
from test_working_brief import service_for
from test_case_interpreter import gateway
from test_project_research import rows
from viano_bug_analysis.analysis import Investigator,InvestigationConfig,InvestigationError
from viano_bug_analysis.analysis.investigation_prompt import build_prompt,output_schema
from viano_bug_analysis.analysis.investigation_decision import normalize
from viano_bug_analysis.llm import ProviderResponse
from viano_bug_analysis.lifecycle import CheckpointStore,Workspace
from viano_bug_analysis.package import PackageReader,PackageValidator
from viano_bug_analysis.tools import InvestigationToolRouter
from viano_bug_analysis.budget import BudgetManager
def lean_context():
c=context();c['prompt_version']='investigation_project_v18'
c['lean_session']={'turns':[],'checkpoint':False}
return c
def test_short_contract_does_not_rewrite_brief_or_confidence():
c=lean_context();before=copy.deepcopy(c)
r={'assessment':{'semantic_score':40,'reason':'Useful observation.'} if c['previous_result'] else None,
'observation':'A bounded result, not a diagnosis.','next':{'kind':'checkpoint'}}
assert Draft202012Validator(output_schema(c)).is_valid(r)
d=normalize(c,r)
assert 'working_brief' not in d['update'] and c==before
assert d['next']['kind']=='defer'
assert d['update']['confidence']==c['hypotheses'][c['selected_hypothesis']]['confidence']
r['update']={'confidence':'strongly_supported'}
assert not Draft202012Validator(output_schema(c)).is_valid(r)
def test_stable_cache_roundtrip_and_no_hard_result_truncation():
from viano_bug_analysis.llm.stable_context import split_document,restore_document
c=lean_context();r=build_prompt(c);document=json.loads(r['messages'][1]['content'])
split=split_document(document,r['prompt_version'])
assert split and restore_document(*split)==document
assert 'request_contract' in split[0]['input']['tool_schema']
assert 'recent_observations' in split[1]['input']
assert 'next_step' not in r['output_schema']['properties']
class LeanAdapter:
def __init__(self):self.calls=[]
async def generate(self,config,request,*,max_response_bytes):
doc=json.loads(request['messages'][1]['content']);c=doc['input'];self.calls.append(doc)
if doc['task']=='investigate_one_step':
result={'assessment':({'semantic_score':50,'reason':'Bounded result.'} if c['previous_result'] else None),'observation':'Inspect bounded project records.',
'next':({'kind':'checkpoint'} if c['previous_result'] else {'kind':'tool','operation':'project.query','arguments':rows()})}
else:
previous=c['previous_result']
result={'assessment':{'semantic_score':50,'reason':'Scoped result assessed.'} if previous else None,
'update':{'confidence':'plausible','add_questions':[],'resolve_questions':[],
'working_brief':{'format_version':2,'findings':[],'retired':[],
'uncertainties':['Cause remains unconfirmed.'],'next_question':'No further bounded checks.'}},
'next':{'kind':'finish','reason':'Bounded investigation complete.'}}
return ProviderResponse(result,'lean-fixture',100,50)
def test_switch_flush_resume_budget_and_portability(tool_case,tmp_path):
adapter=LeanAdapter();service=service_for(tool_case);router=InvestigationToolRouter(project_research=service)
config=InvestigationConfig(lean_loop=True)
first=run(Investigator(tool_case[0],gateway(adapter),config,router=router),steps=1)
h=state(first)['hypotheses']['H1']
assert len(h['lean_session']['turns'])==1 and not h.get('working_brief_ref')
portable=CheckpointStore(Workspace(tmp_path/'portable'));portable.intake(first.package)
final=run(Investigator(portable,gateway(adapter),router=router),steps=20)
assert final.status=='COMPLETED'
assert sum(d['task']=='consolidate_investigation_session' for d in adapter.calls)==3
assert sum(d['task']=='investigate_one_step' for d in adapter.calls)==4
assert all(not h['lean_session']['turns'] and h.get('working_brief_ref') for h in state(final)['hypotheses'].values())
assert all(all(a['status']=='settled' for a in h['actions'].values()) for h in BudgetManager(portable).snapshot(*CASE).state['accounts'].values())
assert PackageValidator().validate(final.package).valid
@pytest.mark.parametrize('limit', [1,2])
def test_iteration_boundary_consolidates_before_leaving_hypothesis(tool_case,limit):
adapter=LeanAdapter();router=InvestigationToolRouter(project_research=service_for(tool_case))
final=run(Investigator(tool_case[0],gateway(adapter),InvestigationConfig(lean_loop=True,max_iterations_per_hypothesis=limit),router=router))
assert final.status=='COMPLETED'
assert all(not h.get('lean_session',{}).get('turns') for h in state(final)['hypotheses'].values())
def test_invalid_short_tool_reply_has_no_budget_or_evidence_side_effect(tool_case):
class Invalid(LeanAdapter):
async def generate(self,config,request,*,max_response_bytes):
return ProviderResponse({'assessment':None,'observation':'Attempt forbidden execution.',
'next':{'kind':'tool','operation':'shell.exec','arguments':{}}},'fixture',100,50)
loop=Investigator(tool_case[0],gateway(Invalid()),InvestigationConfig(lean_loop=True),
router=InvestigationToolRouter(project_research=service_for(tool_case)))
result=asyncio.run(loop.step(*CASE))
assert result.status=='REJECTED'
assert all(not h['actions'] and h['remaining']==100 for h in BudgetManager(tool_case[0]).snapshot(*CASE).state['accounts'].values())
assert not state(result)['hypotheses']['H1'].get('lean_session')
def test_checkpoint_has_no_next_step_and_retains_review_low_routing():
from test_investigation_review import review_context
from viano_bug_analysis.llm.gateway import is_investigation_review
c=review_context();c['prompt_version']='investigation_project_v18'
c['lean_session']={'turns':[],'checkpoint':True}
request=build_prompt(c)
assert is_investigation_review(request)
assert 'next_step' not in request['output_schema']['properties']['update']['properties']
def test_session_consolidation_includes_all_prior_payloads():
c=lean_context();ids=list(c['evidence'])
c['lean_session']={'checkpoint':True,'turns':[{'llm_ref':'stored/ref.json','evidence_id':eid,
'observation':'Provisional observation.'} for eid in ids]}
doc=json.loads(build_prompt(c)['messages'][1]['content'])
assert set(ids)<=set(doc['input']['evidence'])
assert doc['input']['session_log']==c['lean_session']['turns']
def test_periodic_checkpoint_and_defer_continue_without_confidence_update(tool_case):
class Continue(LeanAdapter):
async def generate(self,config,request,*,max_response_bytes):
doc=json.loads(request['messages'][1]['content']);self.calls.append(doc);c=doc['input']
if doc['task']=='investigate_one_step':
answer={'assessment':{'semantic_score':60,'reason':'Read scoped result.'} if c['previous_result'] else None,
'observation':'No established cause yet.','next':{'kind':'tool','operation':'project.query','arguments':rows()}}
else:
answer={'assessment':{'semantic_score':60,'reason':'Read scoped result.'} if c['previous_result'] else None,
'update':{'confidence':'plausible','add_questions':[],'resolve_questions':[],
'working_brief':{'format_version':2,'findings':[],'retired':[],
'uncertainties':['Unknown causal mechanism.'],'next_question':'Investigate another relationship.'}},
'next':{'kind':'defer','reason':'Continue bounded research.'}}
return ProviderResponse(answer,'fixture',100,50)
adapter=Continue();router=InvestigationToolRouter(project_research=service_for(tool_case))
loop=Investigator(tool_case[0],gateway(adapter),InvestigationConfig(lean_loop=True,lean_checkpoint_steps=2),router=router)
result=run(loop,steps=10)
assert result.status=='YIELDED'
checkpoints=[d for d in adapter.calls if d['task']=='consolidate_investigation_session']
assert any(len(d['input']['session_log'])==2 for d in checkpoints)
assert all(len(h.get('lean_session',{}).get('turns',[]))<=2 for h in state(result)['hypotheses'].values())
def test_unknown_evidence_cannot_enter_consolidated_findings():
from viano_bug_analysis.analysis.investigation_compact import validate_tool_shape
from viano_bug_analysis.analysis.investigation_config import InvestigationError
from test_lean_investigation_decision import reply
c=lean_context();c['lean_session']['checkpoint']=True;r=reply()
r['next']={'kind':'finish','reason':'Done.'}
r['update']['working_brief']['findings']=[{'id':'B9999','direction':'support','text':'Unseen.',
'scope':'Unknown scope.','evidence_refs':['E999999']}]
with pytest.raises(InvestigationError):validate_tool_shape(c,r)
def test_budget_exhaustion_flushes_session_and_settles_pending_result(tool_case):
from viano_bug_analysis.budget import BudgetConfig
adapter=LeanAdapter();router=InvestigationToolRouter(project_research=service_for(tool_case))
result=run(Investigator(tool_case[0],gateway(adapter),InvestigationConfig(lean_loop=True),router=router,
budget_config=BudgetConfig(default_action_cost=100,max_reward_bps=0)))
assert result.status=='COMPLETED'
assert all(not h.get('lean_session',{}).get('turns') for h in state(result)['hypotheses'].values())
assert all(all(a['status']=='settled' for a in h['actions'].values()) for h in BudgetManager(tool_case[0]).snapshot(*CASE).state['accounts'].values())
def test_replay_after_tool_publication_does_not_repeat_model_or_budget(tool_case,monkeypatch):
adapter=LeanAdapter();loop=Investigator(tool_case[0],gateway(adapter),InvestigationConfig(lean_loop=True),
router=InvestigationToolRouter(project_research=service_for(tool_case)))
original=loop.evidence.store_tool_results
def interrupted(*args,**kwargs):
original(*args,**kwargs)
raise RuntimeError('Injected interruption after evidence publication')
monkeypatch.setattr(loop.evidence,'store_tool_results',interrupted)
with pytest.raises(InvestigationError,match='INVESTIGATION_INPUT'):asyncio.run(loop.step(*CASE))
monkeypatch.setattr(loop.evidence,'store_tool_results',original)
result=asyncio.run(loop.step(*CASE))
assert result.status=='PROGRESSED' and len(adapter.calls)==1
assert len(state(result)['hypotheses']['H1']['lean_session']['turns'])==1
assert len(BudgetManager(tool_case[0]).snapshot(*CASE).state['accounts']['H1']['actions'])==1
def test_bad_consolidation_finding_id_repairs_without_corrupting_context(tool_case,tmp_path):
from viano_bug_analysis.case.contracts import validate
class BadIdOnce(LeanAdapter):
failed=False
async def generate(self,config,request,*,max_response_bytes):
response=await super().generate(config,request,max_response_bytes=max_response_bytes)
c=self.calls[-1]['input']
if self.calls[-1]['task']=='consolidate_investigation_session' and not self.failed:
self.failed=True
eid=next(iter(c['evidence']))
response.document['update']['working_brief']['findings']=[{'id':'F01','direction':'neutral',
'text':'Schema available.','scope':'Captured schema.','evidence_refs':[eid]}]
return response
adapter=BadIdOnce();router=InvestigationToolRouter(project_research=service_for(tool_case))
loop=Investigator(tool_case[0],gateway(adapter),InvestigationConfig(lean_loop=True),router=router)
first=run(loop,steps=1)
before=BudgetManager(tool_case[0]).snapshot(*CASE).state
rejected=asyncio.run(loop.step(*CASE))
assert rejected.status=='REJECTED'
assert BudgetManager(tool_case[0]).snapshot(*CASE).state==before
with PackageReader(rejected.package) as reader:
c=json.loads(reader.read_bytes(state(rejected)['active']['context_ref']))
validate(c,'investigation-context')
detail=c['previous_rejection_details']
assert 'validation_keyword' not in detail
assert 'B0001' in detail['requirement']
# The original released version persisted this extra keyword. Its
# immutable context must remain loadable without a package rewrite.
c['previous_rejection_details']={'validation_path':'/update/working_brief/findings/0/id',
'validation_fields':[],'validation_keyword':'pattern'}
validate(c,'investigation-context')
prompt=build_prompt(c)
assert 'B0001' in json.loads(prompt['messages'][1]['content'])['input']['previous_rejection_details']['requirement']
portable=CheckpointStore(Workspace(tmp_path/'portable'));portable.intake(rejected.package)
final=run(Investigator(portable,gateway(adapter),router=router))
assert final.status=='COMPLETED' and PackageValidator().validate(final.package).valid
def test_invalid_context_is_not_published(tool_case):
from viano_bug_analysis.case.errors import CaseBuildError
adapter=LeanAdapter();loop=Investigator(tool_case[0],gateway(adapter),InvestigationConfig(lean_loop=True),
router=InvestigationToolRouter(project_research=service_for(tool_case)))
result=run(loop,steps=1);saved=state(result)
# A new prompt context is validated before a checkpoint can reference it.
saved['active']={'hypothesis_id':'H1','iteration':2,'attempt':0,'phase':'prompt',
'context_ref':'analysis/investigation/0001/contexts/invalid.json','context_sha256':'0'*64,
'decision':None,'llm_ref':None,'test_request':None,'test_deadline':None,'retry_token':'initial'}
before=tool_case[0].latest(*CASE)
with pytest.raises(CaseBuildError) as caught:loop._save(saved,context={'unexpected':'invalid'})
assert caught.value.code=='INPUT_SCHEMA'
assert tool_case[0].latest(*CASE)==before