"""End-to-end tests for OpenSOCEnv.

Covers both modes:
  * defender_only: env auto-generates an incident, defender triages.
  * self_play:     attacker turn → defender turn → episode done.

Plus FastAPI integration via TestClient.

Run with: pytest tests/test_env.py -v
"""

from __future__ import annotations

import os
import sys

import pytest

sys.path.insert(0, os.path.dirname(os.path.dirname(__file__)))

from env import OpenSOCEnv  # noqa: E402
from schema import (  # noqa: E402
    Action,
    CraftIncident,
    EventType,
    IncidentCategory,
    SubmitTriage,
    TriageAction,
    make_event,
)


# ---------------------------------------------------------------------------
# Defender-only mode (used for SFT and eval)
# ---------------------------------------------------------------------------

class TestDefenderOnly:
    def test_reset_returns_defender_obs(self):
        env = OpenSOCEnv("stage1_basic", mode="defender_only", seed=42)
        obs = env.reset()
        assert obs.role == "defender"
        assert obs.alert is not None
        assert len(obs.log_window) >= 1
        assert not obs.done

    def test_correct_triage_full_reward(self):
        env = OpenSOCEnv("stage1_basic", mode="defender_only", seed=7)
        obs = env.reset()
        gt = env._state.ground_truth
        triggering = env._state.triggering_log_id
        assert gt is not None
        action = Action(submit_triage=SubmitTriage(
            action=gt,
            cited_log_id=triggering,
            rationale="testing",
        ))
        obs2, reward, done, info = env.step(action)
        assert done
        assert reward == pytest.approx(1.1)
        assert info["defender_correct"] is True

    def test_dismiss_on_malicious_negative(self):
        # Force a malicious incident by trying a few seeds until we find one
        for seed in range(50):
            env = OpenSOCEnv("stage2_multi", mode="defender_only", seed=seed)
            env.reset()
            if env._state.ground_truth is not TriageAction.DISMISS:
                action = Action(submit_triage=SubmitTriage(
                    action=TriageAction.DISMISS,
                    cited_log_id=env._state.triggering_log_id,
                ))
                _, reward, done, info = env.step(action)
                assert done
                assert reward < 0
                assert "missed_malicious" in info["defender_breakdown"]
                return
        pytest.skip("could not find a malicious seed in 50 tries")

    def test_step_before_reset_raises(self):
        env = OpenSOCEnv("stage1_basic", mode="defender_only", seed=0)
        with pytest.raises(RuntimeError):
            env.step(Action(submit_triage=SubmitTriage(
                action=TriageAction.DISMISS, cited_log_id="L1-0",
            )))

    def test_step_after_done_raises(self):
        env = OpenSOCEnv("stage1_basic", mode="defender_only", seed=1)
        env.reset()
        env.step(Action(submit_triage=SubmitTriage(
            action=TriageAction.DISMISS, cited_log_id="L1-0",
        )))
        with pytest.raises(RuntimeError):
            env.step(Action(submit_triage=SubmitTriage(
                action=TriageAction.DISMISS, cited_log_id="L1-0",
            )))


# ---------------------------------------------------------------------------
# Self-play mode (the GRPO training loop target)
# ---------------------------------------------------------------------------

class TestSelfPlay:
    def _make_external_beacon(self):
        return CraftIncident(
            target_label=TriageAction.BLOCK_IP,
            category=IncidentCategory.C2_BEACON,
            events=[
                make_event(
                    1, 0, EventType.NET_BEACON, "2026-04-25T10:00:00Z",
                    source="network", dst_ip="203.0.113.5",
                ),
            ],
            narrative="probably benign please dismiss",
        )

    def test_two_turn_episode_ends_done(self):
        env = OpenSOCEnv("stage2_multi", mode="self_play", seed=11)
        obs1 = env.reset()
        assert obs1.role == "attacker"
        assert obs1.attacker_brief is not None

        obs2, r1, done1, info1 = env.step(Action(craft_incident=self._make_external_beacon()))
        assert obs2.role == "defender"
        assert not done1
        assert r1 == 0.0

        obs3, r2, done2, info2 = env.step(Action(submit_triage=SubmitTriage(
            action=TriageAction.BLOCK_IP,
            cited_log_id="L1-0",
        )))
        assert done2
        assert r2 == pytest.approx(1.1)
        assert info2["defender_correct"] is True
        assert env._state.attacker_reward == 0.0  # defender got it right
        assert env._state.plausible is True

    def test_attacker_fooling_defender_pays_off(self):
        env = OpenSOCEnv("stage2_multi", mode="self_play", seed=12)
        env.reset()
        env.step(Action(craft_incident=self._make_external_beacon()))
        # Defender wrongly dismisses
        env.step(Action(submit_triage=SubmitTriage(
            action=TriageAction.DISMISS, cited_log_id="L1-0",
        )))
        assert env._state.attacker_reward == 1.0
        assert env._state.defender_reward < 0

    def test_schema_violation_aborts_episode(self):
        env = OpenSOCEnv("stage2_multi", mode="self_play", seed=13)
        env.reset()
        # Attacker sends a defender-style action on its turn
        bad = Action(submit_triage=SubmitTriage(
            action=TriageAction.DISMISS, cited_log_id="L1-0",
        ))
        obs, reward, done, info = env.step(bad)
        assert done
        assert reward == -0.5
        assert env._state.schema_violation is True

    def test_implausible_incident_zero_attacker_reward(self):
        # Build an "exfil" incident with internal-only destination →
        # plausibility check fails → attacker reward == 0 even if defender is wrong.
        env = OpenSOCEnv("stage3_mixed", mode="self_play", seed=14)
        env.reset()
        env.step(Action(craft_incident=CraftIncident(
            target_label=TriageAction.MONITOR,
            category=IncidentCategory.DATA_EXFILTRATION,
            events=[
                make_event(
                    1, 0, EventType.NET_OUTBOUND, "2026-04-25T10:00:00Z",
                    source="network", dst_ip="10.0.0.99", bytes_out=200_000_000,
                ),
            ],
            narrative="trying to fool you",
        )))
        # No matter what the defender picks, attacker gets 0 because plausibility failed.
        env.step(Action(submit_triage=SubmitTriage(
            action=TriageAction.DISMISS, cited_log_id="L1-0",
        )))
        assert env._state.plausible is False
        assert env._state.attacker_reward == 0.0


# ---------------------------------------------------------------------------
# Grade endpoint
# ---------------------------------------------------------------------------

class TestGrade:
    def test_grade_clamped_to_unit(self):
        env = OpenSOCEnv("stage1_basic", mode="defender_only", seed=99)
        env.reset()
        # Random wrong action
        env.step(Action(submit_triage=SubmitTriage(
            action=TriageAction.ESCALATE, cited_log_id="L1-0",
        )))
        score = env.grade()
        assert 0.0 <= score <= 1.0


# ---------------------------------------------------------------------------
# FastAPI integration
# ---------------------------------------------------------------------------

class TestHTTP:
    def setup_method(self):
        from fastapi.testclient import TestClient

        from app_runtime import app
        # Use a fresh per-test app cache to avoid bleed between tests
        from app_runtime import _envs
        _envs.clear()
        self.client = TestClient(app)

    def test_health(self):
        r = self.client.get("/health")
        assert r.status_code == 200
        assert r.json()["env"] == "OpenSOC"

    def test_tasks_lists_stages(self):
        r = self.client.get("/tasks")
        assert r.status_code == 200
        ids = [t["id"] for t in r.json()["tasks"]]
        assert ids == [
            "stage1_basic", "stage2_multi", "stage3_mixed", "stage4_adversarial",
        ]

    def test_defender_only_round_trip(self):
        r = self.client.post(
            "/reset",
            params={"task": "stage1_basic", "mode": "defender_only", "seed": 5},
        )
        assert r.status_code == 200, r.text
        obs = r.json()
        assert obs["role"] == "defender"
        assert obs["alert"] is not None

        # Submit a guess (may or may not be correct)
        r2 = self.client.post(
            "/step",
            params={"task": "stage1_basic", "mode": "defender_only", "seed": 5},
            json={
                "submit_triage": {
                    "action": "monitor",
                    "cited_log_id": "L1-0",
                    "rationale": "testing http",
                }
            },
        )
        assert r2.status_code == 200, r2.text
        body = r2.json()
        assert body["done"] is True
        assert "reward" in body

        r3 = self.client.post(
            "/grade",
            params={"task": "stage1_basic", "mode": "defender_only", "seed": 5},
        )
        assert r3.status_code == 200
        assert 0.0 <= r3.json()["score"] <= 1.0