"""Tests for RAG-based Requirement Extraction endpoint.

POST /compliance/extract-requirements-from-rag
"""

import pytest
from unittest.mock import AsyncMock, MagicMock, patch
from fastapi import FastAPI
from fastapi.testclient import TestClient

from compliance.api.extraction_routes import router as extraction_router
from classroom_engine.database import get_db

# ---------------------------------------------------------------------------
# App setup
# ---------------------------------------------------------------------------

app = FastAPI()
app.include_router(extraction_router)

mock_db = MagicMock()


def override_get_db():
    yield mock_db


app.dependency_overrides[get_db] = override_get_db
client = TestClient(app)

REG_ID = "aaaaaaaa-1111-2222-3333-aaaaaaaaaaaa"
REQ_ID = "bbbbbbbb-1111-2222-3333-bbbbbbbbbbbb"

# ---------------------------------------------------------------------------
# RAG result helpers
# ---------------------------------------------------------------------------

def make_rag_result(overrides=None):
    r = MagicMock()
    r.text = "O.Purp_6 MUSS: Die Anwendung MUSS den Zweck der Verarbeitung klar benennen."
    r.regulation_code = "BSI-TR-03161-1"
    r.regulation_name = "BSI Technische Richtlinie 03161 Teil 1"
    r.regulation_short = "BSI-TR-03161-1"
    r.category = "bsi"
    r.article = "O.Purp_6"
    r.paragraph = ""
    r.source_url = "https://bsi.bund.de/tr03161"
    r.score = 0.92
    if overrides:
        for k, v in overrides.items():
            setattr(r, k, v)
    return r


def make_regulation(overrides=None):
    reg = MagicMock()
    reg.id = REG_ID
    reg.code = "BSI-TR-03161-1"
    reg.name = "BSI-TR-03161-1"
    if overrides:
        for k, v in overrides.items():
            setattr(reg, k, v)
    return reg


def make_requirement(overrides=None):
    req = MagicMock()
    req.id = REQ_ID
    req.regulation_id = REG_ID
    req.article = "O.Purp_6"
    req.title = "Zweckbenennung"
    req.regulation = MagicMock()
    req.regulation.code = "BSI-TR-03161-1"
    if overrides:
        for k, v in overrides.items():
            setattr(req, k, v)
    return req


# ---------------------------------------------------------------------------
# Helper: RAG mock
# ---------------------------------------------------------------------------

def patch_rag(results_per_call=None):
    """Return a patcher that makes RAG search return the given results list."""
    results = [make_rag_result()] if results_per_call is None else results_per_call

    async def fake_search(*args, **kwargs):
        return results

    mock_client = MagicMock()
    mock_client.search = fake_search
    return patch(
        "compliance.api.extraction_routes.get_rag_client",
        return_value=mock_client,
    )


# ---------------------------------------------------------------------------
# Basic endpoint tests
# ---------------------------------------------------------------------------

class TestExtractRequirementsBasic:
    """Basic extraction endpoint tests."""

    def test_empty_rag_results(self):
        """When RAG returns nothing, response should report 0 created."""
        with patch_rag(results_per_call=[]):
            response = client.post("/compliance/extract-requirements-from-rag", json={})
        assert response.status_code == 200
        data = response.json()
        assert data["created"] == 0
        assert data["skipped_duplicates"] == 0
        assert data["dry_run"] is False

    def test_dry_run_does_not_write_db(self):
        """dry_run=true should not call RequirementRepository.create."""
        with patch_rag([make_rag_result()]), \
             patch("compliance.api.extraction_routes.RegulationRepository") as MockRegRepo, \
             patch("compliance.api.extraction_routes.RequirementRepository") as MockReqRepo:
            MockRegRepo.return_value.get_by_code.return_value = make_regulation()
            MockReqRepo.return_value.get_by_regulation.return_value = []

            response = client.post("/compliance/extract-requirements-from-rag", json={"dry_run": True})

        assert response.status_code == 200
        data = response.json()
        assert data["dry_run"] is True
        assert data["created"] == 1  # would-create count
        # DB create must NOT be called
        MockReqRepo.return_value.create.assert_not_called()

    def test_creates_requirement_new_regulation(self):
        """New regulation + new requirement should be created in DB."""
        rag_result = make_rag_result()
        new_reg = make_regulation()
        new_req = make_requirement()

        with patch_rag([rag_result]), \
             patch("compliance.api.extraction_routes.RegulationRepository") as MockRegRepo, \
             patch("compliance.api.extraction_routes.RequirementRepository") as MockReqRepo:
            # Regulation doesn't exist yet → auto-create
            MockRegRepo.return_value.get_by_code.return_value = None
            MockRegRepo.return_value.create.return_value = new_reg
            MockReqRepo.return_value.get_by_regulation.return_value = []
            MockReqRepo.return_value.create.return_value = new_req

            response = client.post("/compliance/extract-requirements-from-rag", json={})

        assert response.status_code == 200
        data = response.json()
        assert data["created"] == 1
        assert data["skipped_duplicates"] == 0
        MockRegRepo.return_value.create.assert_called_once()
        MockReqRepo.return_value.create.assert_called_once()

    def test_skips_duplicate_requirement(self):
        """If article already exists for the regulation, skip it."""
        rag_result = make_rag_result()
        existing_req = make_requirement({"article": "O.Purp_6"})

        with patch_rag([rag_result]), \
             patch("compliance.api.extraction_routes.RegulationRepository") as MockRegRepo, \
             patch("compliance.api.extraction_routes.RequirementRepository") as MockReqRepo:
            MockRegRepo.return_value.get_by_code.return_value = make_regulation()
            MockReqRepo.return_value.get_by_regulation.return_value = [existing_req]
            MockReqRepo.return_value.create.return_value = MagicMock()

            response = client.post("/compliance/extract-requirements-from-rag", json={})

        assert response.status_code == 200
        data = response.json()
        assert data["skipped_duplicates"] == 1
        assert data["created"] == 0
        MockReqRepo.return_value.create.assert_not_called()

    def test_result_items_contain_expected_fields(self):
        """Requirements list should contain correct fields."""
        with patch_rag([make_rag_result()]), \
             patch("compliance.api.extraction_routes.RegulationRepository") as MockRegRepo, \
             patch("compliance.api.extraction_routes.RequirementRepository") as MockReqRepo:
            MockRegRepo.return_value.get_by_code.return_value = make_regulation()
            MockReqRepo.return_value.get_by_regulation.return_value = []
            MockReqRepo.return_value.create.return_value = make_requirement()

            response = client.post("/compliance/extract-requirements-from-rag", json={})

        data = response.json()
        assert len(data["requirements"]) == 1
        req = data["requirements"][0]
        assert req["regulation_code"] == "BSI-TR-03161-1"
        assert req["article"] == "O.Purp_6"
        assert req["action"] == "created"
        assert "title" in req
        assert "score" in req


# ---------------------------------------------------------------------------
# Collection and query filtering
# ---------------------------------------------------------------------------

class TestExtractionFilters:
    """Tests for collection/regulation filters."""

    def test_custom_collections_passed(self):
        """Should only search specified collections."""
        with patch_rag([]) as mock_patch:
            with mock_patch:
                response = client.post(
                    "/compliance/extract-requirements-from-rag",
                    json={"collections": ["bp_compliance_ce"], "dry_run": True},
                )
        assert response.status_code == 200
        data = response.json()
        assert data["collections_searched"] == ["bp_compliance_ce"]

    def test_regulation_code_filter(self):
        """Results from other regulation_codes should be excluded."""
        bsi_result = make_rag_result({"regulation_code": "BSI-TR-03161-1"})
        gdpr_result = make_rag_result({
            "regulation_code": "GDPR",
            "article": "Art. 32",
            "text": "Art. 32 Sicherheit der Verarbeitung. Der Verantwortliche MUSS geeignete Maßnahmen treffen.",
        })

        with patch_rag([bsi_result, gdpr_result]), \
             patch("compliance.api.extraction_routes.RegulationRepository") as MockRegRepo, \
             patch("compliance.api.extraction_routes.RequirementRepository") as MockReqRepo:
            MockRegRepo.return_value.get_by_code.return_value = make_regulation()
            MockReqRepo.return_value.get_by_regulation.return_value = []
            MockReqRepo.return_value.create.return_value = make_requirement()

            response = client.post(
                "/compliance/extract-requirements-from-rag",
                json={"regulation_codes": ["BSI-TR-03161-1"]},
            )

        assert response.status_code == 200
        data = response.json()
        # Only BSI result should be in output
        for req in data["requirements"]:
            assert req["regulation_code"] == "BSI-TR-03161-1"

    def test_custom_queries_passed(self):
        """custom search_queries should be used."""
        with patch_rag([]):
            response = client.post(
                "/compliance/extract-requirements-from-rag",
                json={"search_queries": ["custom query"], "dry_run": True},
            )
        assert response.status_code == 200
        data = response.json()
        assert "custom query" in data["queries_used"]

    def test_default_queries_used_when_none(self):
        """When no queries given, DEFAULT_QUERIES are used."""
        with patch_rag([]):
            response = client.post(
                "/compliance/extract-requirements-from-rag",
                json={"dry_run": True},
            )
        assert response.status_code == 200
        data = response.json()
        assert len(data["queries_used"]) > 0


# ---------------------------------------------------------------------------
# Deduplication + article extraction
# ---------------------------------------------------------------------------

class TestArticleExtraction:
    """Tests for article normalization from RAG chunks."""

    def test_result_without_article_field_uses_text_pattern(self):
        """If article field is empty, extract BSI pattern from text."""
        r = make_rag_result({"article": "", "text": "O.Auth_2 MUSS: Passwörter MÜSSEN gehasht sein."})

        with patch_rag([r]), \
             patch("compliance.api.extraction_routes.RegulationRepository") as MockRegRepo, \
             patch("compliance.api.extraction_routes.RequirementRepository") as MockReqRepo:
            MockRegRepo.return_value.get_by_code.return_value = make_regulation()
            MockReqRepo.return_value.get_by_regulation.return_value = []
            MockReqRepo.return_value.create.return_value = make_requirement()

            response = client.post("/compliance/extract-requirements-from-rag", json={})

        data = response.json()
        created_reqs = [x for x in data["requirements"] if x["action"] == "created"]
        assert len(created_reqs) == 1
        assert created_reqs[0]["article"] == "O.Auth_2"

    def test_result_with_no_article_at_all_is_skipped(self):
        """Results without any article identifier are skipped."""
        r = make_rag_result({
            "article": "",
            "text": "General text without any structured identifier in the document.",
        })

        with patch_rag([r]):
            response = client.post("/compliance/extract-requirements-from-rag", json={})

        data = response.json()
        assert data["skipped_no_article"] >= 1
        assert data["created"] == 0

    def test_intra_batch_deduplication(self):
        """Two results with same regulation+article should only create one requirement."""
        r1 = make_rag_result({"article": "O.Purp_6"})
        r2 = make_rag_result({"article": "O.Purp_6", "text": "O.Purp_6 Additional text about the same requirement."})

        with patch_rag([r1, r2]), \
             patch("compliance.api.extraction_routes.RegulationRepository") as MockRegRepo, \
             patch("compliance.api.extraction_routes.RequirementRepository") as MockReqRepo:
            MockRegRepo.return_value.get_by_code.return_value = make_regulation()
            MockReqRepo.return_value.get_by_regulation.return_value = []
            MockReqRepo.return_value.create.return_value = make_requirement()

            response = client.post("/compliance/extract-requirements-from-rag", json={})

        data = response.json()
        # Only one should be created despite two results with same article
        assert data["created"] == 1


# ---------------------------------------------------------------------------
# Regulation auto-creation
# ---------------------------------------------------------------------------

class TestRegulationAutoCreate:
    """Tests for auto-creation of regulation stubs."""

    def test_existing_regulation_not_recreated(self):
        """If regulation already exists, create should NOT be called."""
        with patch_rag([make_rag_result()]), \
             patch("compliance.api.extraction_routes.RegulationRepository") as MockRegRepo, \
             patch("compliance.api.extraction_routes.RequirementRepository") as MockReqRepo:
            MockRegRepo.return_value.get_by_code.return_value = make_regulation()
            MockReqRepo.return_value.get_by_regulation.return_value = []
            MockReqRepo.return_value.create.return_value = make_requirement()

            response = client.post("/compliance/extract-requirements-from-rag", json={})

        assert response.status_code == 200
        MockRegRepo.return_value.create.assert_not_called()

    def test_unknown_regulation_is_auto_created(self):
        """Unknown regulation_code triggers RegulationRepository.create."""
        with patch_rag([make_rag_result()]), \
             patch("compliance.api.extraction_routes.RegulationRepository") as MockRegRepo, \
             patch("compliance.api.extraction_routes.RequirementRepository") as MockReqRepo:
            MockRegRepo.return_value.get_by_code.return_value = None
            MockRegRepo.return_value.create.return_value = make_regulation()
            MockReqRepo.return_value.get_by_regulation.return_value = []
            MockReqRepo.return_value.create.return_value = make_requirement()

            response = client.post("/compliance/extract-requirements-from-rag", json={})

        assert response.status_code == 200
        data = response.json()
        assert data["created"] == 1
        MockRegRepo.return_value.create.assert_called_once()

    def test_multiple_regulations_in_one_run(self):
        """Two results from different regulations should each get their regulation processed."""
        r1 = make_rag_result({"regulation_code": "BSI-TR-03161-1", "article": "O.Purp_6"})
        r2 = make_rag_result({
            "regulation_code": "GDPR",
            "article": "Art. 32",
            "text": "Art. 32 Sicherheit der Verarbeitung MUSS gewährleistet sein.",
        })

        with patch_rag([r1, r2]), \
             patch("compliance.api.extraction_routes.RegulationRepository") as MockRegRepo, \
             patch("compliance.api.extraction_routes.RequirementRepository") as MockReqRepo:
            MockRegRepo.return_value.get_by_code.return_value = make_regulation()
            MockReqRepo.return_value.get_by_regulation.return_value = []
            MockReqRepo.return_value.create.return_value = make_requirement()

            response = client.post("/compliance/extract-requirements-from-rag", json={})

        assert response.status_code == 200
        data = response.json()
        # Both requirements should be created
        assert data["created"] == 2


# ---------------------------------------------------------------------------
# Response structure
# ---------------------------------------------------------------------------

class TestResponseStructure:
    """Verify the full response structure."""

    def test_all_fields_present(self):
        with patch_rag([]):
            response = client.post("/compliance/extract-requirements-from-rag", json={})
        assert response.status_code == 200
        data = response.json()
        for field in [
            "created", "skipped_duplicates", "skipped_no_article",
            "failed", "collections_searched", "queries_used",
            "requirements", "dry_run", "message",
        ]:
            assert field in data, f"Missing field: {field}"

    def test_message_contains_summary(self):
        with patch_rag([]):
            response = client.post("/compliance/extract-requirements-from-rag", json={})
        data = response.json()
        assert "Erstellt:" in data["message"]

    def test_dry_run_message_prefix(self):
        with patch_rag([]):
            response = client.post("/compliance/extract-requirements-from-rag", json={"dry_run": True})
        data = response.json()
        assert "[DRY RUN]" in data["message"]