"""
test_solver_recommended_actions.py
===================================
B1 — Solver 結構化動作 RecommendedAction schema 驗證 + 真實 NIM e2e 測試

2026-04-27 Claude Sonnet 4.6: B1 — Solver 結構化動作 (北極星 §1.1 修復多樣性 ≥ 40%)

測試範圍：
  Unit — schema 驗證（_validate_recommended_action / _extract_recommended_actions）
  Unit — _degraded_plan 改造：candidates=[], recommended_actions=[], degraded=True
  Unit — YAML MCP registry 動態載入
  E2E  — 真實 NIM (192.168.0.188:8088) 三類 incident：
           HostDiskUsage / KubePodOOM / DatabaseConnectionFail
         assert: len(recommended_actions) >= 1
                 至少 1 個非 restart 類動作（label/name 不含「重啟」「restart」）

遵循 feedback_no_mock_testing.md:
  - 禁止 MagicMock/AsyncMock/unittest.mock.patch 虛構 LLM 呼叫
  - 真實 NIM 不可達時 pytest.skip()（skipif 判斷 OpenClaw 連線）
"""

from __future__ import annotations

import sys
import os

# 確保 src 可找到
sys.path.insert(0, os.path.join(os.path.dirname(__file__), "../../"))

import pytest
import asyncio

from src.agents.protocol import (
    AgentVote,
    DiagnosisReport,
    Hypothesis,
    RecommendedAction,
)
from src.agents.solver_agent import (
    _extract_recommended_actions,
    _load_mcp_tool_registry,
    _validate_recommended_action,
    get_solver_agent,
)


# =============================================================================
# Helpers
# =============================================================================

def _make_diagnosis(
    incident_id: str,
    hypothesis: str,
    category: str,
    confidence: float = 0.85,
) -> DiagnosisReport:
    """建立標準 DiagnosisReport stub（不 mock LLM，只提供輸入結構）"""
    return DiagnosisReport(
        hypotheses=[
            Hypothesis(
                description=hypothesis,
                confidence=confidence,
                evidence_chain=["test_evidence"],
                category=category,
            )
        ],
        evidence_snapshot_id=incident_id,
        latency_ms=100,
        vote=AgentVote.APPROVE,
        degraded=False,
    )


async def _nim_reachable() -> bool:
    """
    快速探測 NIM (192.168.0.188:8088) 是否可達（用於 skipif）

    E2E 跳過條件（任一滿足即 skip）：
    1. MOCK_MODE=true（conftest.py 預設設置，pytest 測試套件中避免真實呼叫）
    2. NIM 實際不可達（網路斷線 / server down）

    若要在本地跑真實 NIM e2e：MOCK_MODE=false pytest tests/test_solver_recommended_actions.py -k e2e_nim
    """
    # 1. MOCK_MODE 檢查（conftest 設 true，會讓 openclaw 走 mock 而非 NIM）
    if os.environ.get("MOCK_MODE", "").lower() == "true":
        return False

    # 2. NIM 連線探測
    try:
        import httpx
        async with httpx.AsyncClient(timeout=5.0) as client:
            r = await client.get("http://192.168.0.188:8088/health")
            return r.status_code < 500
    except Exception:
        return False


# =============================================================================
# Unit — _validate_recommended_action schema 驗證
# =============================================================================

class TestValidateRecommendedAction:
    """_validate_recommended_action 的 schema 驗證單元測試"""

    def test_valid_action_passes(self):
        """合法 action dict → 返回 RecommendedAction"""
        raw = {
            "name": "check_pod_logs",
            "label": "查 Pod Log",
            "emoji": "📋",
            "mcp_provider": "k8s",
            "mcp_tool": "k8s_get_pod_logs",
            "params": {"namespace": "awoooi-prod", "pod": "{labels.pod}"},
            "risk": "low",
            "reasoning": "先查 log 確認根因",
        }
        result = _validate_recommended_action(raw)
        assert result is not None
        assert isinstance(result, RecommendedAction)
        assert result.name == "check_pod_logs"
        assert result.mcp_provider == "k8s"
        assert result.risk == "low"

    def test_missing_name_returns_none(self):
        """缺少 name → 返回 None（不假造）"""
        raw = {
            "label": "查 Pod Log",
            "emoji": "📋",
            "mcp_provider": "k8s",
            "mcp_tool": "k8s_get_pod_logs",
            "params": {},
            "risk": "low",
            "reasoning": "先查 log",
        }
        assert _validate_recommended_action(raw) is None

    def test_invalid_provider_returns_none(self):
        """mcp_provider 不在白名單 → 返回 None"""
        raw = {
            "name": "hack",
            "label": "惡意",
            "emoji": "⚠️",
            "mcp_provider": "evil_provider",  # 不在白名單
            "mcp_tool": "run_rm_rf",
            "params": {},
            "risk": "low",
            "reasoning": "test",
        }
        assert _validate_recommended_action(raw) is None

    def test_invalid_risk_returns_none(self):
        """risk 不在白名單 → 返回 None"""
        raw = {
            "name": "test_action",
            "label": "測試",
            "emoji": "🔍",
            "mcp_provider": "k8s",
            "mcp_tool": "k8s_get_pod_logs",
            "params": {},
            "risk": "apocalypse",  # 不在白名單
            "reasoning": "test",
        }
        assert _validate_recommended_action(raw) is None

    def test_non_dict_input_returns_none(self):
        """非 dict 輸入 → 返回 None"""
        assert _validate_recommended_action("not a dict") is None
        assert _validate_recommended_action(None) is None
        assert _validate_recommended_action(42) is None

    def test_params_non_dict_coerced_to_empty(self):
        """params 非 dict → 轉為 {}（不 crash）"""
        raw = {
            "name": "test_action",
            "label": "測試",
            "emoji": "🔍",
            "mcp_provider": "ssh",
            "mcp_tool": "ssh_get_top_processes",
            "params": "not_a_dict",  # 型別錯誤
            "risk": "low",
            "reasoning": "test",
        }
        result = _validate_recommended_action(raw)
        assert result is not None
        assert result.params == {}

    def test_all_valid_providers(self):
        """所有合法 mcp_provider 都能通過驗證"""
        valid_providers = ["k8s", "ssh", "prometheus", "signoz", "database", "internal"]
        for provider in valid_providers:
            raw = {
                "name": f"test_{provider}",
                "label": f"測試 {provider}",
                "emoji": "🔍",
                "mcp_provider": provider,
                "mcp_tool": "some_tool",
                "params": {},
                "risk": "low",
                "reasoning": "test",
            }
            result = _validate_recommended_action(raw)
            assert result is not None, f"provider={provider} 應通過驗證"

    def test_low_medium_high_risk_levels_accepted(self):
        """low/medium/high risk 等級通過驗證；critical 須走人工審批（F4 設計）"""
        for risk in ["low", "medium", "high"]:
            raw = {
                "name": f"test_{risk}",
                "label": f"測試 {risk}",
                "emoji": "🔍",
                "mcp_provider": "k8s",
                "mcp_tool": "some_tool",
                "params": {},
                "risk": risk,
                "reasoning": "test",
            }
            result = _validate_recommended_action(raw)
            assert result is not None, f"risk={risk} 應通過驗證"

    def test_critical_risk_rejected_for_button(self):
        """F4 修法：critical 動作必須走人工審批，不可變 Telegram 按鈕"""
        raw = {
            "name": "test_critical",
            "label": "測試 critical",
            "emoji": "🔍",
            "mcp_provider": "k8s",
            "mcp_tool": "some_tool",
            "params": {},
            "risk": "critical",
            "reasoning": "test",
        }
        result = _validate_recommended_action(raw)
        assert result is None, "critical risk 應被拒絕（F4：不可變按鈕，須走人工審批）"


# =============================================================================
# Unit — _extract_recommended_actions 批量驗證
# =============================================================================

class TestExtractRecommendedActions:
    """_extract_recommended_actions 的批量驗證單元測試"""

    def test_empty_list_returns_empty(self):
        """空 recommended_actions → 返回 []"""
        result, _ = _extract_recommended_actions({"recommended_actions": []})
        assert result == []

    def test_missing_key_returns_empty(self):
        """沒有 recommended_actions key → 返回 []"""
        result, _ = _extract_recommended_actions({"candidates": []})
        assert result == []

    def test_non_list_returns_empty(self):
        """recommended_actions 非 list → 返回 []"""
        result, _ = _extract_recommended_actions({"recommended_actions": "not_a_list"})
        assert result == []

    def test_valid_actions_extracted(self):
        """合法 actions → 全部提取"""
        parsed = {
            "recommended_actions": [
                {
                    "name": "check_pod_logs",
                    "label": "查 Pod Log",
                    "emoji": "📋",
                    "mcp_provider": "k8s",
                    "mcp_tool": "k8s_get_pod_logs",
                    "params": {"namespace": "awoooi-prod"},
                    "risk": "low",
                    "reasoning": "先查 log",
                },
                {
                    "name": "k8s_restart",
                    "label": "重啟",
                    "emoji": "🔄",
                    "mcp_provider": "k8s",
                    "mcp_tool": "kubectl_restart",
                    "params": {"namespace": "awoooi-prod"},
                    "risk": "medium",
                    "reasoning": "確認 OOM 後重啟",
                },
            ]
        }
        result, _ = _extract_recommended_actions(parsed)
        assert len(result) == 2
        assert result[0].name == "check_pod_logs"
        assert result[1].name == "k8s_restart"

    def test_mixed_valid_invalid_skips_invalid(self):
        """混合合法/非法 → skip 非法，不假造"""
        parsed = {
            "recommended_actions": [
                {
                    "name": "valid_action",
                    "label": "合法",
                    "emoji": "✅",
                    "mcp_provider": "k8s",
                    "mcp_tool": "k8s_get_pod_logs",
                    "params": {},
                    "risk": "low",
                    "reasoning": "ok",
                },
                {
                    # 缺少 mcp_tool → 無效
                    "name": "invalid_action",
                    "label": "非法",
                    "emoji": "❌",
                    "mcp_provider": "k8s",
                    "risk": "low",
                    "reasoning": "bad",
                },
                {
                    "name": "another_valid",
                    "label": "另一合法",
                    "emoji": "🔍",
                    "mcp_provider": "ssh",
                    "mcp_tool": "ssh_get_top_processes",
                    "params": {},
                    "risk": "low",
                    "reasoning": "ok",
                },
            ]
        }
        result, _ = _extract_recommended_actions(parsed)
        assert len(result) == 2, "應 skip 非法，只返回 2 個合法 action"
        names = {r.name for r in result}
        assert "valid_action" in names
        assert "another_valid" in names
        assert "invalid_action" not in names

    def test_max_3_actions_enforced(self):
        """超過 3 個 → 最多取 3 個"""
        parsed = {
            "recommended_actions": [
                {
                    "name": f"action_{i}",
                    "label": f"動作 {i}",
                    "emoji": "🔍",
                    "mcp_provider": "k8s",
                    "mcp_tool": "k8s_get_pod_logs",
                    "params": {},
                    "risk": "low",
                    "reasoning": f"reason {i}",
                }
                for i in range(5)
            ]
        }
        result, _ = _extract_recommended_actions(parsed)
        assert len(result) == 3, "最多取 3 個 recommended_actions"


# =============================================================================
# Unit — _degraded_plan 改造驗證
# =============================================================================

class TestDegradedPlanGraceful:
    """驗證 _degraded_plan 改造後不再假造 hardcode RESTART"""

    @pytest.mark.asyncio
    async def test_degraded_plan_empty_candidates_and_actions(self):
        """
        _degraded_plan 必須：
        - candidates=[]（不假造 RESTART）
        - recommended_actions=[]（不假造動作）
        - degraded=True
        - vote=DEGRADED

        北極星 §1.1：禁止寫死規則，降級 = 誠實的能力邊界聲明
        """
        from src.agents.solver_agent import SolverAgent

        agent = SolverAgent()
        diagnosis = _make_diagnosis(
            "TEST-DEGRADED-001",
            "磁碟使用率超過 90%",
            "HostDiskUsage",
        )

        plan = agent._degraded_plan(diagnosis, latency_ms=500, reason="test_unit")

        assert plan.degraded is True, "降級計畫必須標記 degraded=True"
        assert plan.vote == AgentVote.DEGRADED, "降級計畫 vote 必須為 DEGRADED"
        assert plan.candidates == [], (
            f"降級計畫 candidates 必須為空（不假造 RESTART），實際：{plan.candidates}"
        )
        assert plan.recommended_actions == [], (
            f"降級計畫 recommended_actions 必須為空（不假造動作），實際：{plan.recommended_actions}"
        )

    @pytest.mark.asyncio
    async def test_degraded_plan_no_hardcode_restart(self):
        """
        確認 _degraded_plan 不再含任何 'restart' / 'RESTART' / '重啟' 字串的 candidate
        北極星 §1.1：禁止寫死規則
        """
        from src.agents.solver_agent import SolverAgent

        agent = SolverAgent()
        for category in ["HostDiskUsage", "KubePodOOMKilled", "DatabaseConnectionFail"]:
            diagnosis = _make_diagnosis(
                f"TEST-NOREST-{category}",
                f"測試 {category} 降級",
                category,
            )
            plan = agent._degraded_plan(diagnosis, latency_ms=0, reason="no_restart_test")

            # 確認沒有 hardcode restart candidate
            for c in plan.candidates:
                action_lower = c.action.lower()
                assert "restart" not in action_lower or "rollout restart" in action_lower, (
                    f"category={category}: 降級不應有 hardcode restart 動作，實際：{c.action}"
                )
            # 最重要：candidates 為空（不假造）
            assert plan.candidates == [], (
                f"category={category}: 降級 candidates 必須為空，實際：{plan.candidates}"
            )


# =============================================================================
# Unit — YAML MCP registry 動態載入
# =============================================================================

class TestMcpRegistryLoader:
    """_load_mcp_tool_registry 動態載入測試"""

    def test_registry_loads_successfully(self):
        """YAML 正常載入，返回非空 dict"""
        registry = _load_mcp_tool_registry()
        assert isinstance(registry, dict)
        assert len(registry) > 0, "callback_action_spec.yaml 應有 action 定義"

    def test_registry_contains_required_actions(self):
        """必要的 action 存在於 registry"""
        registry = _load_mcp_tool_registry()
        required_actions = ["check_pod_logs", "k8s_restart", "describe_pod"]
        for action in required_actions:
            assert action in registry, f"action '{action}' 應在 registry 中"

    def test_registry_entries_have_required_fields(self):
        """每個 entry 都有 provider / tool / risk / label"""
        registry = _load_mcp_tool_registry()
        for name, info in registry.items():
            assert "provider" in info, f"action '{name}' 缺少 provider"
            assert "tool" in info, f"action '{name}' 缺少 tool"
            assert "risk" in info, f"action '{name}' 缺少 risk"
            assert "label" in info, f"action '{name}' 缺少 label"

    def test_registry_all_providers_valid(self):
        """所有 entry 的 provider 必須在 _VALID_MCP_PROVIDERS 清單內"""
        from src.agents.solver_agent import _VALID_MCP_PROVIDERS

        registry = _load_mcp_tool_registry()
        for name, info in registry.items():
            provider = info.get("provider", "")
            assert provider in _VALID_MCP_PROVIDERS, (
                f"action '{name}' 的 provider='{provider}' 不在合法清單 {_VALID_MCP_PROVIDERS}"
            )


# =============================================================================
# E2E — 真實 NIM 三類 incident 測試
# =============================================================================

@pytest.mark.asyncio
async def test_e2e_nim_host_disk_usage():
    """
    E2E: HostDiskUsage — 磁碟使用率過高
    真實 NIM (192.168.0.188:8088) 呼叫，不允許 mock

    驗收：
    - len(recommended_actions) >= 1
    - 至少 1 個非 restart 類動作
    - plan 未降級（如果 NIM 回應正常）
    """
    if not await _nim_reachable():
        pytest.skip("NIM (192.168.0.188:8088) 不可達，跳過 E2E 測試")

    diagnosis = _make_diagnosis(
        "TEST-E2E-HOST-DISK-001",
        "主機 192.168.0.121 根目錄磁碟使用率達 91%，/var/lib/docker overlay2 目錄佔用最多",
        "HostDiskUsage",
        confidence=0.88,
    )

    agent = get_solver_agent()
    plan = await agent.run(diagnosis)

    # 基本不崩潰
    assert plan is not None
    assert plan.diagnosis_report is not None

    if plan.degraded:
        # NIM 降級（可能 timeout 或回傳失敗），確認降級是乾淨的
        assert plan.candidates == [], f"降級時 candidates 必須為空：{plan.candidates}"
        assert plan.recommended_actions == [], f"降級時 recommended_actions 必須為空：{plan.recommended_actions}"
        pytest.skip(f"NIM 回應降級（{plan.vote}），跳過 recommended_actions 驗收")

    # 正常路徑驗收
    assert len(plan.recommended_actions) >= 1, (
        f"HostDiskUsage 應至少有 1 個 recommended_action，實際：{plan.recommended_actions}"
    )

    # 至少 1 個非 restart 類動作（多樣性 ≥ 40%）
    non_restart_actions = [
        a for a in plan.recommended_actions
        if "restart" not in a.name.lower()
        and "restart" not in a.label.lower()
        and "重啟" not in a.label
    ]
    assert len(non_restart_actions) >= 1, (
        f"HostDiskUsage 應至少 1 個非 restart 動作（多樣性要求），實際：{[a.name for a in plan.recommended_actions]}"
    )

    # schema 完整性驗證
    for action in plan.recommended_actions:
        assert action.name, "name 不可為空"
        assert action.label, "label 不可為空"
        assert action.mcp_provider in {"k8s", "ssh", "prometheus", "signoz", "database", "internal"}, (
            f"mcp_provider={action.mcp_provider} 不在白名單"
        )
        assert action.risk in {"low", "medium", "high", "critical"}, (
            f"risk={action.risk} 不在白名單"
        )


@pytest.mark.asyncio
async def test_e2e_nim_kube_pod_oom():
    """
    E2E: KubePodOOM — Pod OOM Killed
    真實 NIM (192.168.0.188:8088) 呼叫，不允許 mock

    驗收：
    - len(recommended_actions) >= 1
    - 至少 1 個非 restart 類動作（如查 log、查資源使用）
    """
    if not await _nim_reachable():
        pytest.skip("NIM (192.168.0.188:8088) 不可達，跳過 E2E 測試")

    diagnosis = _make_diagnosis(
        "TEST-E2E-OOM-001",
        "awoooi-api pod 在 awoooi-prod namespace 因記憶體超限被 OOM Killer 終止，"
        "記憶體限制 512Mi，實際峰值 587Mi，過去 1h 發生 3 次",
        "KubePodOOMKilled",
        confidence=0.92,
    )

    agent = get_solver_agent()
    plan = await agent.run(diagnosis)

    assert plan is not None

    if plan.degraded:
        assert plan.candidates == []
        assert plan.recommended_actions == []
        pytest.skip(f"NIM 回應降級（{plan.vote}），跳過 recommended_actions 驗收")

    assert len(plan.recommended_actions) >= 1, (
        f"KubePodOOM 應至少有 1 個 recommended_action，實際：{plan.recommended_actions}"
    )

    non_restart_actions = [
        a for a in plan.recommended_actions
        if "restart" not in a.name.lower()
        and "restart" not in a.label.lower()
        and "重啟" not in a.label
    ]
    assert len(non_restart_actions) >= 1, (
        f"KubePodOOM 應至少 1 個非 restart 動作，實際：{[a.name for a in plan.recommended_actions]}"
    )

    for action in plan.recommended_actions:
        assert action.mcp_provider in {"k8s", "ssh", "prometheus", "signoz", "database", "internal"}
        assert action.risk in {"low", "medium", "high", "critical"}


@pytest.mark.asyncio
async def test_e2e_nim_database_connection_fail():
    """
    E2E: DatabaseConnectionFail — 資料庫連線失敗
    真實 NIM (192.168.0.188:8088) 呼叫，不允許 mock

    驗收：
    - len(recommended_actions) >= 1
    - 至少 1 個非 restart 類動作（如查連線、查 DB 狀態）
    """
    if not await _nim_reachable():
        pytest.skip("NIM (192.168.0.188:8088) 不可達，跳過 E2E 測試")

    diagnosis = _make_diagnosis(
        "TEST-E2E-DB-CONN-001",
        "PostgreSQL 資料庫連線池耗盡，最大連線數 100/100 均被佔用，"
        "awoooi-api 回應 'connection pool exhausted'，P95 latency 飆升至 12s",
        "DatabaseConnectionFail",
        confidence=0.86,
    )

    agent = get_solver_agent()
    plan = await agent.run(diagnosis)

    assert plan is not None

    if plan.degraded:
        assert plan.candidates == []
        assert plan.recommended_actions == []
        pytest.skip(f"NIM 回應降級（{plan.vote}），跳過 recommended_actions 驗收")

    assert len(plan.recommended_actions) >= 1, (
        f"DatabaseConnectionFail 應至少有 1 個 recommended_action，實際：{plan.recommended_actions}"
    )

    non_restart_actions = [
        a for a in plan.recommended_actions
        if "restart" not in a.name.lower()
        and "restart" not in a.label.lower()
        and "重啟" not in a.label
    ]
    assert len(non_restart_actions) >= 1, (
        f"DatabaseConnectionFail 應至少 1 個非 restart 動作，實際：{[a.name for a in plan.recommended_actions]}"
    )

    for action in plan.recommended_actions:
        assert action.mcp_provider in {"k8s", "ssh", "prometheus", "signoz", "database", "internal"}
        assert action.risk in {"low", "medium", "high", "critical"}