from __future__ import annotations

from fastapi.testclient import TestClient

from agents.credit_risk.schema import CreditRiskOutput
from agents.kyc_identity.schema import KycIdentityOutput
from agents.risk_consultant.schema import RiskConsultantOutput
from agents.sanctions_pep.schema import SanctionsPepOutput
from agents.transaction_fraud.schema import TransactionFraudOutput
from api import app


client = TestClient(app)
ORIGIN = {"Origin": "https://example.com"}


VALID_FRAUD = {
    "transaction_id": "api-fraud-001",
    "amount": 9500.0,
    "hour_of_day": 3,
    "is_international": True,
    "merchant_category": "electronics",
    "transaction_velocity_1h": 8,
    "amount_vs_avg_ratio": 4.5,
    "is_new_device": True,
    "distance_from_home_km": 650.0,
    "failed_attempts_before": 2,
    "account_age_days": 15,
}
VALID_CREDIT = {
    "applicant_id": "api-credit-001",
    "credit_score": 720,
    "debt_to_income_ratio": 0.24,
    "employment_months": 48,
    "num_open_accounts": 5,
    "payment_history_missed": 0,
    "loan_amount": 26000.0,
    "revolving_utilization": 0.28,
    "recent_hard_inquiries": 1,
    "collateral_value": 32000.0,
    "loan_purpose": "auto",
}
VALID_KYC = {
    "application_id": "api-kyc-001",
    "id_document_age_days": 365,
    "address_match_score": 0.95,
    "name_vs_id_match_score": 0.97,
    "selfie_liveness_score": 0.96,
    "num_accounts_same_address": 1,
    "phone_age_days": 400,
    "email_domain_risk": 3,
    "ip_country_vs_id_country_match": True,
    "velocity_applications_7d": 1,
}
VALID_SANCTIONS = {"query_name": "John Smith", "country": ""}
VALID_CONSULTANT = {"question": "What velocity rules are most effective for card fraud?"}


def test_valid_agent_endpoints_and_cors() -> None:
    fraud_response = client.post("/api/v1/fraud/predict", json=VALID_FRAUD, headers=ORIGIN)
    credit_response = client.post("/api/v1/credit/predict", json=VALID_CREDIT, headers=ORIGIN)
    kyc_response = client.post("/api/v1/kyc/predict", json=VALID_KYC, headers=ORIGIN)
    sanctions_response = client.post("/api/v1/sanctions/screen", json=VALID_SANCTIONS, headers=ORIGIN)
    consultant_response = client.post("/api/v1/consultant/ask", json=VALID_CONSULTANT, headers=ORIGIN)

    assert fraud_response.status_code == 200
    assert credit_response.status_code == 200
    assert kyc_response.status_code == 200
    assert sanctions_response.status_code == 200
    assert consultant_response.status_code == 200

    TransactionFraudOutput.model_validate(fraud_response.json())
    CreditRiskOutput.model_validate(credit_response.json())
    KycIdentityOutput.model_validate(kyc_response.json())
    SanctionsPepOutput.model_validate(sanctions_response.json())
    RiskConsultantOutput.model_validate(consultant_response.json())

    assert fraud_response.headers["access-control-allow-origin"] in {"*", "https://example.com"}


def test_validation_errors_and_health() -> None:
    fraud_bad = client.post("/api/v1/fraud/predict", json={"transaction_id": "missing-fields"})
    credit_bad = client.post("/api/v1/credit/predict", json={"applicant_id": "missing-fields"})
    kyc_bad = client.post("/api/v1/kyc/predict", json={"application_id": "missing-fields"})
    sanctions_bad = client.post("/api/v1/sanctions/screen", json={})
    consultant_bad = client.post("/api/v1/consultant/ask", json={})

    assert fraud_bad.status_code == 422
    assert credit_bad.status_code == 422
    assert kyc_bad.status_code == 422
    assert sanctions_bad.status_code == 422
    assert consultant_bad.status_code == 422

    root_health = client.get("/health")
    fraud_schema = client.get("/api/v1/fraud/schema")

    assert root_health.status_code == 200
    assert root_health.json() == {"status": "ok", "agents": ["fraud", "credit", "kyc", "sanctions", "consultant"]}
    assert fraud_schema.status_code == 200
    assert any(field["name"] == "transaction_id" for field in fraud_schema.json()["fields"])