"""Tests for income-stream CRUD + simulator integration."""
from __future__ import annotations

from collections.abc import AsyncIterator
from decimal import Decimal

import numpy as np
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.api.schemas import IncomeStreamInput, SimulateRequest
from fire_planner.api.simulate import _project
from fire_planner.app import app
from fire_planner.db import Scenario
from fire_planner.income_streams import (
    IncomeStreamInput as EngineIncomeStream,
)
from fire_planner.income_streams import streams_to_arrays


@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") as ac:
        yield ac
    app.dependency_overrides.clear()


async def _seed_scenario(session: AsyncSession) -> int:
    scen = Scenario(
        external_id="user-host",
        kind="user",
        name="Host plan",
        jurisdiction="uk",
        strategy="trinity",
        leave_uk_year=0,
        glide_path="static",
        spending_gbp=Decimal("60000"),
        nw_seed_gbp=Decimal("1000000"),
        savings_per_year_gbp=Decimal("0"),
        config_json={},
    )
    session.add(scen)
    await session.commit()
    await session.refresh(scen)
    return scen.id


# ── streams_to_arrays unit tests ─────────────────────────────────────


def test_streams_to_arrays_with_growth() -> None:
    streams = [
        EngineIncomeStream(
            kind="salary",
            start_year=0,
            end_year=2,
            amount_gbp_per_year=10_000,
            growth_pct=0.05,
            tax_treatment="income",
            enabled=True,
        ),
    ]
    inflows, taxable = streams_to_arrays(streams, horizon_years=5)
    # year 0: 10_000; year 1: 10_500; year 2: 11_025; years 3+: 0
    assert inflows[0] == 10_000.0
    assert inflows[1] == 10_500.0
    assert inflows[2] == 11_025.0
    assert inflows[3] == 0.0
    # Income-treated streams add to taxable.
    assert taxable[0] == inflows[0]


def test_streams_to_arrays_tax_free_excluded_from_taxable() -> None:
    streams = [
        EngineIncomeStream(
            kind="dividend",
            start_year=0,
            end_year=0,
            amount_gbp_per_year=5_000,
            tax_treatment="tax_free",
            enabled=True,
        ),
    ]
    inflows, taxable = streams_to_arrays(streams, horizon_years=2)
    assert inflows[0] == 5_000.0
    assert taxable[0] == 0.0


def test_streams_to_arrays_disabled_skipped() -> None:
    streams = [
        EngineIncomeStream(
            kind="salary",
            amount_gbp_per_year=10_000,
            enabled=False,
        ),
    ]
    inflows, taxable = streams_to_arrays(streams, horizon_years=2)
    assert inflows.sum() == 0.0
    assert taxable.sum() == 0.0


# ── CRUD endpoint tests ──────────────────────────────────────────────


async def test_create_and_list_income_streams(
    client: AsyncClient,
    session: AsyncSession,
) -> None:
    sid = await _seed_scenario(session)
    create = await client.post(
        f"/scenarios/{sid}/income-streams",
        json={
            "kind": "salary",
            "name": "Day job",
            "start_year": 0,
            "end_year": 10,
            "amount_gbp_per_year": "60000",
            "growth_pct": "0.02",
            "tax_treatment": "income",
        },
    )
    assert create.status_code == 201
    payload = create.json()
    assert payload["name"] == "Day job"
    assert payload["scenario_id"] == sid

    listed = await client.get(f"/scenarios/{sid}/income-streams")
    assert listed.status_code == 200
    rows = listed.json()
    assert len(rows) == 1
    assert rows[0]["kind"] == "salary"


async def test_patch_and_delete_income_stream(
    client: AsyncClient,
    session: AsyncSession,
) -> None:
    sid = await _seed_scenario(session)
    create = await client.post(
        f"/scenarios/{sid}/income-streams",
        json={
            "kind": "rental",
            "name": "Flat 2",
            "amount_gbp_per_year": "12000",
        },
    )
    stream_id = create.json()["id"]

    patch = await client.patch(
        f"/income-streams/{stream_id}",
        json={"amount_gbp_per_year": "15000"},
    )
    assert patch.status_code == 200
    assert patch.json()["amount_gbp_per_year"] == "15000.00"

    del_resp = await client.delete(f"/income-streams/{stream_id}")
    assert del_resp.status_code == 204

    listed = await client.get(f"/scenarios/{sid}/income-streams")
    assert listed.json() == []


async def test_invalid_year_range_rejected(
    client: AsyncClient,
    session: AsyncSession,
) -> None:
    sid = await _seed_scenario(session)
    bad = await client.post(
        f"/scenarios/{sid}/income-streams",
        json={
            "kind": "other",
            "name": "Backwards",
            "start_year": 5,
            "end_year": 2,
            "amount_gbp_per_year": "1000",
        },
    )
    assert bad.status_code == 400


# ── simulate integration: a £50k stream year 5-15 lifts median NW ────


def test_simulate_with_income_stream_lifts_median() -> None:
    paths = np.zeros((100, 30, 3), dtype=np.float64)
    paths[:, :, 0] = 0.07  # nominal stocks
    paths[:, :, 1] = 0.03  # nominal bonds
    paths[:, :, 2] = 0.02  # cpi
    base_req = SimulateRequest(
        jurisdiction="uae",
        strategy="trinity",
        leave_uk_year=0,
        spending_gbp=Decimal("20000"),
        nw_seed_gbp=Decimal("2000000"),
        horizon_years=30,
        n_paths=100,
        seed=1,
        rates_mode=None,
    )
    req_with = base_req.model_copy(update={
        "income_streams": [
            IncomeStreamInput(
                kind="dividend",
                start_year=5,
                end_year=15,
                amount_gbp_per_year=Decimal("50000"),
                growth_pct=Decimal("0.02"),
                tax_treatment="tax_free",
            ),
        ],
    })
    base_result, _ = _project(base_req, paths)
    with_result, _ = _project(req_with, paths)

    base_median_end = float(np.median(base_result.portfolio_real[:, -1]))
    with_median_end = float(np.median(with_result.portfolio_real[:, -1]))
    assert with_median_end > base_median_end