File size: 2,323 Bytes
363abf3 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 | """8 test cases for the 3-layer LLM action parser."""
import pytest
from env import WildfireEnv
from env.action_parser import parse_action
from env.models import ActionType
@pytest.fixture
def obs():
env = WildfireEnv()
return env.reset(task_id="easy", seed=42) # 15x15 grid
def test_clean_json(obs):
out = '{"action_type": "idle"}'
action, status = parse_action(out, obs)
assert status == "json_success"
assert action.action_type == ActionType.IDLE
def test_json_in_fences(obs):
out = '```json\n{"action_type": "recon_flight", "target_row": 3, "target_col": 4}\n```'
action, status = parse_action(out, obs)
assert status == "json_success"
assert action.action_type == ActionType.RECON_FLIGHT
def test_json_with_surrounding_text(obs):
out = 'I will deploy a crew. {"action_type": "deploy_crew", "crew_id": "crew_0", "target_row": 5, "target_col": 5} That is my plan.'
action, status = parse_action(out, obs)
assert status == "json_success"
assert action.action_type == ActionType.DEPLOY_CREW
def test_malformed_json_regex_fallback(obs):
# Missing quotes around value — JSON parse fails, regex should save it
out = "action_type: deploy_crew, crew_id: crew_1, target_row: 6, target_col: 7"
action, status = parse_action(out, obs)
assert status == "regex_fallback"
assert action.action_type == ActionType.DEPLOY_CREW
def test_garbage_output_safe_idle(obs):
out = "I have no idea what to do here, just randomness @@##!!"
action, status = parse_action(out, obs)
assert status == "safe_idle"
assert action.action_type == ActionType.IDLE
def test_out_of_bounds_coords_safe_idle(obs):
# 15x15 grid — row 99 is out of bounds
out = '{"action_type": "recon_flight", "target_row": 99, "target_col": 99}'
action, status = parse_action(out, obs)
assert action.action_type == ActionType.IDLE
def test_hallucinated_action_type_safe_idle(obs):
out = '{"action_type": "nuke_fire", "target_row": 5, "target_col": 5}'
action, status = parse_action(out, obs)
assert status == "safe_idle"
assert action.action_type == ActionType.IDLE
def test_empty_string_safe_idle(obs):
action, status = parse_action("", obs)
assert status == "safe_idle"
assert action.action_type == ActionType.IDLE
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