test(loyalty): add integration and unit tests for analytics, pages, and stats
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- Add merchant stats API tests (GET /merchants/loyalty/stats) with 7 test cases
- Add merchant page route tests (program, program-edit, analytics) with 6 test cases
- Add store page route tests (terminal, cards, card-detail, program, program-edit, analytics, enroll) with 16 test cases
- Add unit tests for get_merchant_stats() enhanced fields (new_this_month, estimated_liability_cents, location breakdown) with 6 test cases
- Add unit tests for get_platform_stats() enhanced fields (total_points_issued/redeemed, total_points_balance, new_this_month, estimated_liability_cents) with 4 test cases
- Total: 38 new tests (174 -> 212 passing)

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
This commit is contained in:
2026-03-11 11:32:06 +01:00
parent 6acd783754
commit efca9734d2
4 changed files with 855 additions and 0 deletions

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@@ -265,3 +265,110 @@ class TestMerchantDeleteProgram:
f"{BASE}/program", headers=loyalty_merchant_headers f"{BASE}/program", headers=loyalty_merchant_headers
) )
assert response.status_code == 404 assert response.status_code == 404
# ============================================================================
# GET /stats
# ============================================================================
@pytest.mark.integration
@pytest.mark.api
@pytest.mark.loyalty
class TestMerchantGetStats:
"""Tests for GET /api/v1/merchants/loyalty/stats."""
def test_get_stats_success(
self, client, loyalty_merchant_headers, loyalty_store_setup
):
"""Returns merchant-wide loyalty statistics."""
response = client.get(
f"{BASE}/stats", headers=loyalty_merchant_headers
)
assert response.status_code == 200
data = response.json()
assert data["merchant_id"] == loyalty_store_setup["merchant"].id
assert data["program_id"] == loyalty_store_setup["program"].id
def test_get_stats_includes_card_counts(
self, client, loyalty_merchant_headers, loyalty_store_setup
):
"""Stats include card counts from existing setup."""
response = client.get(
f"{BASE}/stats", headers=loyalty_merchant_headers
)
data = response.json()
# loyalty_store_setup creates 1 card
assert data["total_cards"] == 1
assert data["active_cards"] == 1
def test_get_stats_includes_all_fields(
self, client, loyalty_merchant_headers, loyalty_store_setup
):
"""Response includes all expected stat fields."""
response = client.get(
f"{BASE}/stats", headers=loyalty_merchant_headers
)
data = response.json()
expected_fields = [
"merchant_id",
"program_id",
"total_cards",
"active_cards",
"new_this_month",
"total_points_issued",
"total_points_redeemed",
"points_issued_30d",
"points_redeemed_30d",
"transactions_30d",
"estimated_liability_cents",
"program",
"locations",
]
for field in expected_fields:
assert field in data, f"Missing field: {field}"
def test_get_stats_includes_program_info(
self, client, loyalty_merchant_headers, loyalty_store_setup
):
"""Stats include program configuration details."""
response = client.get(
f"{BASE}/stats", headers=loyalty_merchant_headers
)
data = response.json()
assert data["program"] is not None
assert data["program"]["loyalty_type"] == "points"
assert data["program"]["points_per_euro"] == 10
def test_get_stats_includes_locations(
self, client, loyalty_merchant_headers, loyalty_store_setup
):
"""Stats include per-location breakdown."""
response = client.get(
f"{BASE}/stats", headers=loyalty_merchant_headers
)
data = response.json()
assert isinstance(data["locations"], list)
# loyalty_store_setup creates 1 store
assert len(data["locations"]) >= 1
loc = data["locations"][0]
assert "store_id" in loc
assert "store_name" in loc
assert "enrolled_count" in loc
assert "points_earned" in loc
assert "points_redeemed" in loc
assert "transactions_30d" in loc
def test_get_stats_no_program(
self, client, loyalty_merchant_headers_no_program
):
"""Returns empty stats when merchant has no program."""
response = client.get(
f"{BASE}/stats", headers=loyalty_merchant_headers_no_program
)
assert response.status_code == 200
data = response.json()
assert data["program_id"] is None
assert data["total_cards"] == 0
assert data["program"] is None
assert data["locations"] == []

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@@ -0,0 +1,160 @@
# app/modules/loyalty/tests/integration/test_merchant_pages.py
"""
Integration tests for merchant loyalty page routes (HTML rendering).
Tests the merchant page routes at:
/merchants/loyalty/program
/merchants/loyalty/program/edit
/merchants/loyalty/analytics
Authentication: Uses dependency overrides for cookie-based merchant auth.
"""
import uuid
import pytest
from app.api.deps import (
get_current_merchant_from_cookie_or_header,
get_merchant_for_current_user_page,
)
from app.modules.tenancy.models import Merchant, User
from app.modules.tenancy.schemas.auth import UserContext
from main import app
BASE = "/merchants/loyalty"
# ============================================================================
# Fixtures
# ============================================================================
@pytest.fixture
def merchant_page_setup(db):
"""Create a merchant owner for page tests."""
from middleware.auth import AuthManager
auth = AuthManager()
uid = uuid.uuid4().hex[:8]
owner = User(
email=f"merchpageowner_{uid}@test.com",
username=f"merchpageowner_{uid}",
hashed_password=auth.hash_password("testpass123"),
role="merchant_owner",
is_active=True,
is_email_verified=True,
)
db.add(owner)
db.commit()
db.refresh(owner)
merchant = Merchant(
name=f"Page Test Merchant {uid}",
owner_user_id=owner.id,
contact_email=owner.email,
is_active=True,
is_verified=True,
)
db.add(merchant)
db.commit()
db.refresh(merchant)
return {"owner": owner, "merchant": merchant}
@pytest.fixture
def merchant_page_headers(merchant_page_setup):
"""Override auth dependencies for merchant page routes."""
owner = merchant_page_setup["owner"]
merchant = merchant_page_setup["merchant"]
user_context = UserContext(
id=owner.id,
email=owner.email,
username=owner.username,
role="merchant_owner",
is_active=True,
)
app.dependency_overrides[get_current_merchant_from_cookie_or_header] = lambda: user_context
app.dependency_overrides[get_merchant_for_current_user_page] = lambda: merchant
yield {"Cookie": "merchant_token=fake-token"}
app.dependency_overrides.pop(get_current_merchant_from_cookie_or_header, None)
app.dependency_overrides.pop(get_merchant_for_current_user_page, None)
# ============================================================================
# Program View Page
# ============================================================================
@pytest.mark.integration
@pytest.mark.loyalty
class TestMerchantProgramPage:
"""Tests for GET /merchants/loyalty/program."""
def test_program_page_renders(self, client, merchant_page_headers):
"""Program page returns HTML."""
response = client.get(
f"{BASE}/program",
headers=merchant_page_headers,
)
assert response.status_code == 200
assert "text/html" in response.headers["content-type"]
def test_program_page_requires_auth(self, client):
"""Unauthenticated request is rejected."""
response = client.get(f"{BASE}/program")
assert response.status_code in [401, 403]
# ============================================================================
# Program Edit Page
# ============================================================================
@pytest.mark.integration
@pytest.mark.loyalty
class TestMerchantProgramEditPage:
"""Tests for GET /merchants/loyalty/program/edit."""
def test_program_edit_page_renders(self, client, merchant_page_headers):
"""Program edit page returns HTML."""
response = client.get(
f"{BASE}/program/edit",
headers=merchant_page_headers,
)
assert response.status_code == 200
assert "text/html" in response.headers["content-type"]
def test_program_edit_page_requires_auth(self, client):
"""Unauthenticated request is rejected."""
response = client.get(f"{BASE}/program/edit")
assert response.status_code in [401, 403]
# ============================================================================
# Analytics Page
# ============================================================================
@pytest.mark.integration
@pytest.mark.loyalty
class TestMerchantAnalyticsPage:
"""Tests for GET /merchants/loyalty/analytics."""
def test_analytics_page_renders(self, client, merchant_page_headers):
"""Analytics page returns HTML."""
response = client.get(
f"{BASE}/analytics",
headers=merchant_page_headers,
)
assert response.status_code == 200
assert "text/html" in response.headers["content-type"]
def test_analytics_page_requires_auth(self, client):
"""Unauthenticated request is rejected."""
response = client.get(f"{BASE}/analytics")
assert response.status_code in [401, 403]

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@@ -0,0 +1,268 @@
# app/modules/loyalty/tests/integration/test_store_pages.py
"""
Integration tests for store loyalty page routes (HTML rendering).
Tests the store page routes at:
/store/{store_code}/loyalty (redirect to terminal)
/store/{store_code}/loyalty/terminal
/store/{store_code}/loyalty/cards
/store/{store_code}/loyalty/cards/{card_id}
/store/{store_code}/loyalty/program
/store/{store_code}/loyalty/program/edit
/store/{store_code}/loyalty/analytics
/store/{store_code}/loyalty/enroll
Authentication: Uses real JWT login via loyalty_store_headers fixture.
"""
import pytest
# ============================================================================
# Helper
# ============================================================================
def _base(store_code: str) -> str:
return f"/store/{store_code}/loyalty"
# ============================================================================
# Loyalty Root (Redirect)
# ============================================================================
@pytest.mark.integration
@pytest.mark.loyalty
class TestStoreLoyaltyRoot:
"""Tests for GET /store/{store_code}/loyalty — redirects to terminal."""
def test_root_redirects_to_terminal(
self, client, loyalty_store_headers, loyalty_store_setup
):
"""Root loyalty URL redirects to terminal."""
store_code = loyalty_store_setup["store"].subdomain
response = client.get(
_base(store_code),
headers=loyalty_store_headers,
follow_redirects=False,
)
assert response.status_code == 302
assert "/loyalty/terminal" in response.headers["location"]
def test_root_requires_auth(self, client, loyalty_store_setup):
"""Unauthenticated request is rejected."""
store_code = loyalty_store_setup["store"].subdomain
response = client.get(
_base(store_code),
follow_redirects=False,
)
assert response.status_code in [401, 403]
# ============================================================================
# Terminal Page
# ============================================================================
@pytest.mark.integration
@pytest.mark.loyalty
class TestStoreTerminalPage:
"""Tests for GET /store/{store_code}/loyalty/terminal."""
def test_terminal_page_renders(
self, client, loyalty_store_headers, loyalty_store_setup
):
"""Terminal page returns HTML."""
store_code = loyalty_store_setup["store"].subdomain
response = client.get(
f"{_base(store_code)}/terminal",
headers=loyalty_store_headers,
)
assert response.status_code == 200
assert "text/html" in response.headers["content-type"]
def test_terminal_page_requires_auth(self, client, loyalty_store_setup):
"""Unauthenticated request is rejected."""
store_code = loyalty_store_setup["store"].subdomain
response = client.get(f"{_base(store_code)}/terminal")
assert response.status_code in [401, 403]
# ============================================================================
# Cards (Members List) Page
# ============================================================================
@pytest.mark.integration
@pytest.mark.loyalty
class TestStoreCardsPage:
"""Tests for GET /store/{store_code}/loyalty/cards."""
def test_cards_page_renders(
self, client, loyalty_store_headers, loyalty_store_setup
):
"""Cards page returns HTML."""
store_code = loyalty_store_setup["store"].subdomain
response = client.get(
f"{_base(store_code)}/cards",
headers=loyalty_store_headers,
)
assert response.status_code == 200
assert "text/html" in response.headers["content-type"]
def test_cards_page_requires_auth(self, client, loyalty_store_setup):
"""Unauthenticated request is rejected."""
store_code = loyalty_store_setup["store"].subdomain
response = client.get(f"{_base(store_code)}/cards")
assert response.status_code in [401, 403]
# ============================================================================
# Card Detail Page
# ============================================================================
@pytest.mark.integration
@pytest.mark.loyalty
class TestStoreCardDetailPage:
"""Tests for GET /store/{store_code}/loyalty/cards/{card_id}."""
def test_card_detail_page_renders(
self, client, loyalty_store_headers, loyalty_store_setup
):
"""Card detail page returns HTML."""
store_code = loyalty_store_setup["store"].subdomain
card_id = loyalty_store_setup["card"].id
response = client.get(
f"{_base(store_code)}/cards/{card_id}",
headers=loyalty_store_headers,
)
assert response.status_code == 200
assert "text/html" in response.headers["content-type"]
def test_card_detail_page_requires_auth(
self, client, loyalty_store_setup
):
"""Unauthenticated request is rejected."""
store_code = loyalty_store_setup["store"].subdomain
card_id = loyalty_store_setup["card"].id
response = client.get(f"{_base(store_code)}/cards/{card_id}")
assert response.status_code in [401, 403]
# ============================================================================
# Program View Page
# ============================================================================
@pytest.mark.integration
@pytest.mark.loyalty
class TestStoreProgramPage:
"""Tests for GET /store/{store_code}/loyalty/program."""
def test_program_page_renders(
self, client, loyalty_store_headers, loyalty_store_setup
):
"""Program page returns HTML."""
store_code = loyalty_store_setup["store"].subdomain
response = client.get(
f"{_base(store_code)}/program",
headers=loyalty_store_headers,
)
assert response.status_code == 200
assert "text/html" in response.headers["content-type"]
def test_program_page_requires_auth(self, client, loyalty_store_setup):
"""Unauthenticated request is rejected."""
store_code = loyalty_store_setup["store"].subdomain
response = client.get(f"{_base(store_code)}/program")
assert response.status_code in [401, 403]
# ============================================================================
# Program Edit Page
# ============================================================================
@pytest.mark.integration
@pytest.mark.loyalty
class TestStoreProgramEditPage:
"""Tests for GET /store/{store_code}/loyalty/program/edit."""
def test_program_edit_page_renders(
self, client, loyalty_store_headers, loyalty_store_setup
):
"""Program edit page returns HTML."""
store_code = loyalty_store_setup["store"].subdomain
response = client.get(
f"{_base(store_code)}/program/edit",
headers=loyalty_store_headers,
)
assert response.status_code == 200
assert "text/html" in response.headers["content-type"]
def test_program_edit_page_requires_auth(
self, client, loyalty_store_setup
):
"""Unauthenticated request is rejected."""
store_code = loyalty_store_setup["store"].subdomain
response = client.get(f"{_base(store_code)}/program/edit")
assert response.status_code in [401, 403]
# ============================================================================
# Analytics Page
# ============================================================================
@pytest.mark.integration
@pytest.mark.loyalty
class TestStoreAnalyticsPage:
"""Tests for GET /store/{store_code}/loyalty/analytics."""
def test_analytics_page_renders(
self, client, loyalty_store_headers, loyalty_store_setup
):
"""Analytics page returns HTML."""
store_code = loyalty_store_setup["store"].subdomain
response = client.get(
f"{_base(store_code)}/analytics",
headers=loyalty_store_headers,
)
assert response.status_code == 200
assert "text/html" in response.headers["content-type"]
def test_analytics_page_requires_auth(self, client, loyalty_store_setup):
"""Unauthenticated request is rejected."""
store_code = loyalty_store_setup["store"].subdomain
response = client.get(f"{_base(store_code)}/analytics")
assert response.status_code in [401, 403]
# ============================================================================
# Enrollment Page
# ============================================================================
@pytest.mark.integration
@pytest.mark.loyalty
class TestStoreEnrollPage:
"""Tests for GET /store/{store_code}/loyalty/enroll."""
def test_enroll_page_renders(
self, client, loyalty_store_headers, loyalty_store_setup
):
"""Enrollment page returns HTML."""
store_code = loyalty_store_setup["store"].subdomain
response = client.get(
f"{_base(store_code)}/enroll",
headers=loyalty_store_headers,
)
assert response.status_code == 200
assert "text/html" in response.headers["content-type"]
def test_enroll_page_requires_auth(self, client, loyalty_store_setup):
"""Unauthenticated request is rejected."""
store_code = loyalty_store_setup["store"].subdomain
response = client.get(f"{_base(store_code)}/enroll")
assert response.status_code in [401, 403]

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@@ -447,3 +447,323 @@ class TestGetProgramStats:
assert stats["active_cards"] == 3 assert stats["active_cards"] == 3
assert stats["total_points_balance"] == 600 # 100+200+300 assert stats["total_points_balance"] == 600 # 100+200+300
assert stats["avg_points_per_member"] == 200.0 # 600/3 assert stats["avg_points_per_member"] == 200.0 # 600/3
# ============================================================================
# Merchant Stats
# ============================================================================
@pytest.mark.unit
@pytest.mark.loyalty
class TestGetMerchantStats:
"""Tests for get_merchant_stats."""
def setup_method(self):
self.service = ProgramService()
def test_merchant_stats_returns_all_fields(self, db, ps_program, ps_merchant):
"""Merchant stats include all required fields."""
stats = self.service.get_merchant_stats(db, ps_merchant.id)
expected_fields = [
"merchant_id",
"program_id",
"total_cards",
"active_cards",
"new_this_month",
"total_points_issued",
"total_points_redeemed",
"points_issued_30d",
"points_redeemed_30d",
"transactions_30d",
"estimated_liability_cents",
"program",
"locations",
]
for field in expected_fields:
assert field in stats, f"Missing field: {field}"
def test_merchant_stats_empty_program(self, db, ps_program, ps_merchant):
"""Merchant stats for program with no cards."""
stats = self.service.get_merchant_stats(db, ps_merchant.id)
assert stats["merchant_id"] == ps_merchant.id
assert stats["program_id"] == ps_program.id
assert stats["total_cards"] == 0
assert stats["active_cards"] == 0
assert stats["new_this_month"] == 0
assert stats["estimated_liability_cents"] == 0
def test_merchant_stats_no_program(self, db):
"""Returns empty stats when merchant has no program."""
from middleware.auth import AuthManager
auth = AuthManager()
uid = uuid.uuid4().hex[:8]
owner = User(
email=f"noprg_{uid}@test.com",
username=f"noprg_{uid}",
hashed_password=auth.hash_password("testpass123"),
role="merchant_owner",
is_active=True,
is_email_verified=True,
)
db.add(owner)
db.commit()
db.refresh(owner)
merchant = Merchant(
name=f"No Program Merchant {uid}",
owner_user_id=owner.id,
contact_email=owner.email,
is_active=True,
is_verified=True,
)
db.add(merchant)
db.commit()
db.refresh(merchant)
stats = self.service.get_merchant_stats(db, merchant.id)
assert stats["program_id"] is None
assert stats["total_cards"] == 0
assert stats["program"] is None
assert stats["locations"] == []
def test_merchant_stats_includes_program_info(self, db, ps_program, ps_merchant):
"""Merchant stats include program configuration."""
stats = self.service.get_merchant_stats(db, ps_merchant.id)
assert stats["program"] is not None
assert stats["program"]["id"] == ps_program.id
assert stats["program"]["loyalty_type"] == "points"
assert stats["program"]["points_per_euro"] == 10
def test_merchant_stats_with_cards(self, db, ps_program, ps_merchant):
"""Merchant stats reflect card data including new fields."""
from datetime import UTC, datetime
from app.modules.customers.models.customer import Customer
from app.modules.loyalty.models import LoyaltyCard
from app.modules.tenancy.models import Store
uid_store = uuid.uuid4().hex[:8]
store = Store(
merchant_id=ps_merchant.id,
store_code=f"MSTAT_{uid_store.upper()}",
subdomain=f"mstat{uid_store}",
name=f"Merchant Stats Store {uid_store}",
is_active=True,
is_verified=True,
)
db.add(store)
db.flush()
for i in range(2):
uid = uuid.uuid4().hex[:8]
customer = Customer(
email=f"mstat_{uid}@test.com",
first_name="MS",
last_name=f"Customer{i}",
hashed_password="!unused!", # noqa: SEC001
customer_number=f"MS-{uid.upper()}",
store_id=store.id,
is_active=True,
)
db.add(customer)
db.flush()
card = LoyaltyCard(
merchant_id=ps_merchant.id,
program_id=ps_program.id,
customer_id=customer.id,
enrolled_at_store_id=store.id,
card_number=f"MSTAT-{i}-{uuid.uuid4().hex[:6]}",
points_balance=200,
total_points_earned=200,
is_active=True,
last_activity_at=datetime.now(UTC),
)
db.add(card)
db.commit()
stats = self.service.get_merchant_stats(db, ps_merchant.id)
assert stats["total_cards"] == 2
assert stats["active_cards"] == 2
# new_this_month should include cards created today
assert stats["new_this_month"] == 2
# estimated_liability_cents: 2 cards * 200 points each = 400 points
# 400 // 100 * 100 = 400 cents
assert stats["estimated_liability_cents"] == 400
def test_merchant_stats_location_breakdown(self, db, ps_program, ps_merchant):
"""Location breakdown includes per-store data."""
from datetime import UTC, datetime
from app.modules.customers.models.customer import Customer
from app.modules.loyalty.models import LoyaltyCard
from app.modules.tenancy.models import Store
uid = uuid.uuid4().hex[:8]
store = Store(
merchant_id=ps_merchant.id,
store_code=f"MLOC_{uid.upper()}",
subdomain=f"mloc{uid}",
name=f"Location Store {uid}",
is_active=True,
is_verified=True,
)
db.add(store)
db.flush()
customer = Customer(
email=f"mloc_{uid}@test.com",
first_name="Loc",
last_name="Customer",
hashed_password="!unused!", # noqa: SEC001
customer_number=f"LC-{uid.upper()}",
store_id=store.id,
is_active=True,
)
db.add(customer)
db.flush()
card = LoyaltyCard(
merchant_id=ps_merchant.id,
program_id=ps_program.id,
customer_id=customer.id,
enrolled_at_store_id=store.id,
card_number=f"MLOC-{uuid.uuid4().hex[:6]}",
points_balance=50,
total_points_earned=50,
is_active=True,
last_activity_at=datetime.now(UTC),
)
db.add(card)
db.commit()
stats = self.service.get_merchant_stats(db, ps_merchant.id)
assert len(stats["locations"]) >= 1
# Find our store in locations
our_loc = next(
(loc for loc in stats["locations"] if loc["store_id"] == store.id),
None,
)
assert our_loc is not None
assert our_loc["store_name"] == store.name
assert our_loc["enrolled_count"] == 1
# ============================================================================
# Platform Stats
# ============================================================================
@pytest.mark.unit
@pytest.mark.loyalty
class TestGetPlatformStats:
"""Tests for get_platform_stats."""
def setup_method(self):
self.service = ProgramService()
def test_platform_stats_returns_all_fields(self, db):
"""Platform stats include all required fields."""
stats = self.service.get_platform_stats(db)
expected_fields = [
"total_programs",
"active_programs",
"merchants_with_programs",
"total_cards",
"active_cards",
"transactions_30d",
"points_issued_30d",
"points_redeemed_30d",
"total_points_issued",
"total_points_redeemed",
"total_points_balance",
"new_this_month",
"estimated_liability_cents",
]
for field in expected_fields:
assert field in stats, f"Missing field: {field}"
def test_platform_stats_counts_programs(self, db, ps_program):
"""Platform stats count programs correctly."""
stats = self.service.get_platform_stats(db)
assert stats["total_programs"] >= 1
assert stats["active_programs"] >= 1
assert stats["merchants_with_programs"] >= 1
def test_platform_stats_with_cards(self, db, ps_program, ps_merchant):
"""Platform stats reflect card data across all programs."""
from datetime import UTC, datetime
from app.modules.customers.models.customer import Customer
from app.modules.loyalty.models import LoyaltyCard
from app.modules.tenancy.models import Store
uid = uuid.uuid4().hex[:8]
store = Store(
merchant_id=ps_merchant.id,
store_code=f"PLAT_{uid.upper()}",
subdomain=f"plat{uid}",
name=f"Platform Stats Store {uid}",
is_active=True,
is_verified=True,
)
db.add(store)
db.flush()
customer = Customer(
email=f"plat_{uid}@test.com",
first_name="Plat",
last_name="Customer",
hashed_password="!unused!", # noqa: SEC001
customer_number=f"PC-{uid.upper()}",
store_id=store.id,
is_active=True,
)
db.add(customer)
db.flush()
card = LoyaltyCard(
merchant_id=ps_merchant.id,
program_id=ps_program.id,
customer_id=customer.id,
card_number=f"PLAT-{uuid.uuid4().hex[:6]}",
points_balance=300,
total_points_earned=300,
is_active=True,
last_activity_at=datetime.now(UTC),
)
db.add(card)
db.commit()
stats = self.service.get_platform_stats(db)
assert stats["total_cards"] >= 1
assert stats["active_cards"] >= 1
assert stats["total_points_balance"] >= 300
assert stats["new_this_month"] >= 1
assert stats["estimated_liability_cents"] >= 0
def test_platform_stats_zero_when_empty(self, db):
"""All numeric fields are zero or positive."""
stats = self.service.get_platform_stats(db)
assert stats["total_cards"] >= 0
assert stats["active_cards"] >= 0
assert stats["transactions_30d"] >= 0
assert stats["points_issued_30d"] >= 0
assert stats["points_redeemed_30d"] >= 0
assert stats["total_points_issued"] >= 0
assert stats["total_points_redeemed"] >= 0
assert stats["total_points_balance"] >= 0
assert stats["new_this_month"] >= 0
assert stats["estimated_liability_cents"] >= 0