"""Smoke-tests for /simulate and /compare.

Uses very small n_paths (100) to keep tests fast — accuracy isn't the
point, the point is the endpoint produces a valid response shape.
"""
from __future__ import annotations

from collections.abc import AsyncIterator
from datetime import date
from decimal import Decimal

import pytest_asyncio
from httpx import ASGITransport, AsyncClient
from sqlalchemy.ext.asyncio import AsyncEngine, AsyncSession, async_sessionmaker

from fire_planner.api.dependencies import get_session
from fire_planner.app import app
from fire_planner.db import FireExample


@pytest_asyncio.fixture
async def client(engine: AsyncEngine,
                 session: AsyncSession) -> AsyncIterator[AsyncClient]:
    factory = async_sessionmaker(engine, expire_on_commit=False)

    async def _override() -> AsyncIterator[AsyncSession]:
        async with factory() as s:
            yield s

    app.dependency_overrides[get_session] = _override
    transport = ASGITransport(app=app)
    async with AsyncClient(transport=transport, base_url="http://test", timeout=30) as ac:
        yield ac
    app.dependency_overrides.clear()


async def test_simulate_runs_and_returns_yearly_fan(client: AsyncClient) -> None:
    resp = await client.post(
        "/simulate",
        json={
            "jurisdiction": "uk",
            "strategy": "trinity",
            "leave_uk_year": 0,
            "glide_path": "static_60_40",
            "spending_gbp": "60000",
            "nw_seed_gbp": "1500000",
            "horizon_years": 30,
            "n_paths": 100,
            "seed": 42,
        },
    )
    assert resp.status_code == 200, resp.text
    body = resp.json()
    assert "success_rate" in body
    assert len(body["yearly"]) == 30
    yp = body["yearly"][0]
    # Quantiles must be monotone non-decreasing
    p10, p25, p50, p75, p90 = (
        Decimal(yp[k])
        for k in ("p10_portfolio_gbp", "p25_portfolio_gbp", "p50_portfolio_gbp",
                  "p75_portfolio_gbp", "p90_portfolio_gbp"))
    assert p10 <= p25 <= p50 <= p75 <= p90


async def test_simulate_validates_unknown_jurisdiction(client: AsyncClient) -> None:
    resp = await client.post(
        "/simulate",
        json={
            "jurisdiction": "atlantis",
            "strategy": "trinity",
            "leave_uk_year": 0,
            "glide_path": "static_60_40",
            "spending_gbp": "60000",
            "nw_seed_gbp": "1000000",
            "horizon_years": 10,
            "n_paths": 100,
        },
    )
    assert resp.status_code == 400


async def test_compare_runs_two_scenarios(client: AsyncClient) -> None:
    resp = await client.post(
        "/compare",
        json={
            "scenarios": [
                {
                    "jurisdiction": "uk",
                    "strategy": "trinity",
                    "leave_uk_year": 0,
                    "glide_path": "static_60_40",
                    "spending_gbp": "60000",
                    "nw_seed_gbp": "1500000",
                    "horizon_years": 20,
                    "n_paths": 100,
                    "seed": 42,
                },
                {
                    "jurisdiction": "cyprus",
                    "strategy": "guyton_klinger",
                    "leave_uk_year": 2,
                    "glide_path": "rising",
                    "spending_gbp": "60000",
                    "nw_seed_gbp": "1500000",
                    "horizon_years": 20,
                    "n_paths": 100,
                    "seed": 42,
                },
            ]
        },
    )
    assert resp.status_code == 200, resp.text
    results = resp.json()["results"]
    assert len(results) == 2
    assert all(len(r["yearly"]) == 20 for r in results)


async def test_simulate_with_life_events_changes_outcome(client: AsyncClient) -> None:
    """Same params with vs without a £500k inheritance at year 5 — the
    inheritance run must end with strictly more median NW."""
    base_req = {
        "jurisdiction": "uk",
        "strategy": "trinity",
        "leave_uk_year": 0,
        "glide_path": "static_60_40",
        "spending_gbp": "60000",
        "nw_seed_gbp": "1500000",
        "horizon_years": 30,
        "n_paths": 200,
        "seed": 42,
    }
    base = await client.post("/simulate", json=base_req)
    assert base.status_code == 200, base.text

    enhanced = await client.post(
        "/simulate",
        json={
            **base_req,
            "life_events": [
                {
                    "year_start": 5,
                    "one_time_amount_gbp": "500000",
                }
            ],
        },
    )
    assert enhanced.status_code == 200, enhanced.text

    base_p50 = float(base.json()["p50_ending_gbp"])
    enhanced_p50 = float(enhanced.json()["p50_ending_gbp"])
    assert enhanced_p50 > base_p50


async def test_compare_rejects_single_scenario(client: AsyncClient) -> None:
    resp = await client.post(
        "/compare",
        json={
            "scenarios": [{
                "jurisdiction": "uk",
                "strategy": "trinity",
                "leave_uk_year": 0,
                "glide_path": "static_60_40",
                "spending_gbp": "60000",
                "nw_seed_gbp": "1500000",
                "n_paths": 100,
            }]
        },
    )
    assert resp.status_code == 422  # pydantic validation


async def test_simulate_response_includes_examples_overlay(
        client: AsyncClient, session: AsyncSession) -> None:
    """When examples exist for the scenario's target country, the
    simulator response surfaces them as `examples_overlay` — purely
    informational, never affects the simulation path."""
    for i, amount in enumerate([300_000, 400_000, 500_000], start=1):
        session.add(FireExample(
            reddit_id=f"th{i:02d}",
            source_sub="ExpatFIRE",
            post_url=f"https://reddit.com/r/ExpatFIRE/comments/th{i:02d}",
            post_date=date(2026, 1, 1),
            post_title=f"Thailand FIRE {i}",
            country="Thailand",
            portfolio_gbp=Decimal(str(amount)),
            annual_exp_gbp=Decimal("24000"),
            fi_status="FIRE",
            llm_model="qwen3-8b",
        ))
    await session.commit()

    resp = await client.post(
        "/simulate",
        json={
            "jurisdiction": "thailand",
            "strategy": "trinity",
            "leave_uk_year": 0,
            "glide_path": "static_60_40",
            "spending_gbp": "60000",
            "nw_seed_gbp": "1500000",
            "horizon_years": 30,
            "n_paths": 100,
            "seed": 42,
        },
    )
    assert resp.status_code == 200, resp.text
    body = resp.json()
    assert "examples_overlay" in body
    overlay = body["examples_overlay"]
    assert overlay is not None
    assert overlay["country"] == "Thailand"
    assert overlay["count"] == 3
    assert Decimal(overlay["portfolio_gbp_median"]) == Decimal("400000.00")
    assert len(overlay["sample_links"]) == 3