diff --git a/alembic/script.py.mako b/alembic/script.py.mako index 2c01563..fc4ff3f 100644 --- a/alembic/script.py.mako +++ b/alembic/script.py.mako @@ -1,4 +1,5 @@ -"""${message} +# pylint: disable=invalid-name +"""${message if message.endswith(".") else message + "."} Revision ID: ${up_revision} Revises: ${down_revision | comma,n} @@ -9,6 +10,8 @@ from alembic import op import sqlalchemy as sa ${imports if imports else ""} +# pylint: disable=no-member + # revision identifiers, used by Alembic. revision = ${repr(up_revision)} down_revision = ${repr(down_revision)} @@ -16,9 +19,11 @@ branch_labels = ${repr(branch_labels)} depends_on = ${repr(depends_on)} -def upgrade(): +def upgrade() -> None: + """Upgrade the database.""" ${upgrades if upgrades else "pass"} -def downgrade(): +def downgrade() -> None: + """Downgrade the database.""" ${downgrades if downgrades else "pass"} diff --git a/alembic/versions/9f4b6184b2f8_drop_usage_pkey.py b/alembic/versions/9f4b6184b2f8_drop_usage_pkey.py new file mode 100644 index 0000000..c7c7ee7 --- /dev/null +++ b/alembic/versions/9f4b6184b2f8_drop_usage_pkey.py @@ -0,0 +1,32 @@ +# pylint: disable=invalid-name +"""Drop the primary key of the usage table. + +Revision ID: 9f4b6184b2f8 +Revises: b65796c99771 +Create Date: 2024-10-10 11:28:39.846967 + +""" + +from alembic import op + +# pylint: disable=no-member + +# revision identifiers, used by Alembic. +revision = "9f4b6184b2f8" +down_revision = "b65796c99771" +branch_labels = None +depends_on = None + + +def upgrade() -> None: + """Upgrade the database.""" + # ### commands auto generated by Alembic - please adjust! ### + op.drop_constraint("usage_pkey", "usage", type_="primary", schema="accounting") + # ### end Alembic commands ### + + +def downgrade() -> None: + """Downgrade the database.""" + # ### commands auto generated by Alembic - please adjust! ### + op.create_primary_key("usage_pkey", "usage", ["id"], schema="accounting") + # ### end Alembic commands ### diff --git a/poetry.lock b/poetry.lock index b494565..542643f 100644 --- a/poetry.lock +++ b/poetry.lock @@ -128,8 +128,8 @@ files = [ lazy-object-proxy = ">=1.4.0" typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.11\""} wrapt = [ - {version = ">=1.11,<2", markers = "python_version < \"3.11\""}, {version = ">=1.14,<2", markers = "python_version >= \"3.11\""}, + {version = ">=1.11,<2", markers = "python_version < \"3.11\""}, ] [[package]] @@ -264,14 +264,14 @@ cryptography = "*" [[package]] name = "azure-core" -version = "1.33.0" +version = "1.34.0" description = "Microsoft Azure Core Library for Python" optional = false -python-versions = ">=3.8" +python-versions = ">=3.9" groups = ["main"] files = [ - {file = "azure_core-1.33.0-py3-none-any.whl", hash = "sha256:9b5b6d0223a1d38c37500e6971118c1e0f13f54951e6893968b38910bc9cda8f"}, - {file = "azure_core-1.33.0.tar.gz", hash = "sha256:f367aa07b5e3005fec2c1e184b882b0b039910733907d001c20fb08ebb8c0eb9"}, + {file = "azure_core-1.34.0-py3-none-any.whl", hash = "sha256:0615d3b756beccdb6624d1c0ae97284f38b78fb59a2a9839bf927c66fbbdddd6"}, + {file = "azure_core-1.34.0.tar.gz", hash = "sha256:bdb544989f246a0ad1c85d72eeb45f2f835afdcbc5b45e43f0dbde7461c81ece"}, ] [package.dependencies] @@ -285,14 +285,14 @@ tracing = ["opentelemetry-api (>=1.26,<2.0)"] [[package]] name = "azure-identity" -version = "1.21.0" +version = "1.23.0" description = "Microsoft Azure Identity Library for Python" optional = false -python-versions = ">=3.8" +python-versions = ">=3.9" groups = ["main"] files = [ - {file = "azure_identity-1.21.0-py3-none-any.whl", hash = "sha256:258ea6325537352440f71b35c3dffe9d240eae4a5126c1b7ce5efd5766bd9fd9"}, - {file = "azure_identity-1.21.0.tar.gz", hash = "sha256:ea22ce6e6b0f429bc1b8d9212d5b9f9877bd4c82f1724bfa910760612c07a9a6"}, + {file = "azure_identity-1.23.0-py3-none-any.whl", hash = "sha256:dbbeb64b8e5eaa81c44c565f264b519ff2de7ff0e02271c49f3cb492762a50b0"}, + {file = "azure_identity-1.23.0.tar.gz", hash = "sha256:d9cdcad39adb49d4bb2953a217f62aec1f65bbb3c63c9076da2be2a47e53dde4"}, ] [package.dependencies] @@ -610,104 +610,104 @@ files = [ [[package]] name = "charset-normalizer" -version = "3.4.1" +version = "3.4.2" description = "The Real First Universal Charset Detector. 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{file = "types_requests-2.32.0.20250328.tar.gz", hash = "sha256:c9e67228ea103bd811c96984fac36ed2ae8da87a36a633964a21f199d60baf32"}, + {file = "types_requests-2.32.0.20250515-py3-none-any.whl", hash = "sha256:f8eba93b3a892beee32643ff836993f15a785816acca21ea0ffa006f05ef0fb2"}, + {file = "types_requests-2.32.0.20250515.tar.gz", hash = "sha256:09c8b63c11318cb2460813871aaa48b671002e59fda67ca909e9883777787581"}, ] [package.dependencies] @@ -5024,14 +5024,14 @@ files = [ [[package]] name = "virtualenv" -version = "20.30.0" +version = "20.31.2" description = "Virtual Python Environment builder" optional = false python-versions = ">=3.8" groups = ["dev"] files = [ - {file = "virtualenv-20.30.0-py3-none-any.whl", hash = "sha256:e34302959180fca3af42d1800df014b35019490b119eba981af27f2fa486e5d6"}, - {file = "virtualenv-20.30.0.tar.gz", hash = "sha256:800863162bcaa5450a6e4d721049730e7f2dae07720e0902b0e4040bd6f9ada8"}, + {file = "virtualenv-20.31.2-py3-none-any.whl", hash = "sha256:36efd0d9650ee985f0cad72065001e66d49a6f24eb44d98980f630686243cf11"}, + {file = "virtualenv-20.31.2.tar.gz", hash = "sha256:e10c0a9d02835e592521be48b332b6caee6887f332c111aa79a09b9e79efc2af"}, ] [package.dependencies] @@ -5218,6 +5218,44 @@ files = [ {file = "websockets-15.0.1.tar.gz", hash = "sha256:82544de02076bafba038ce055ee6412d68da13ab47f0c60cab827346de828dee"}, ] +[[package]] +name = "werkzeug" +version = "2.3.8" +description = "The comprehensive WSGI web application library." +optional = false +python-versions = ">=3.8" +groups = ["main"] +markers = "python_version < \"3.11\"" +files = [ + {file = "werkzeug-2.3.8-py3-none-any.whl", hash = "sha256:bba1f19f8ec89d4d607a3bd62f1904bd2e609472d93cd85e9d4e178f472c3748"}, + {file = "werkzeug-2.3.8.tar.gz", hash = "sha256:554b257c74bbeb7a0d254160a4f8ffe185243f52a52035060b761ca62d977f03"}, +] + +[package.dependencies] +MarkupSafe = ">=2.1.1" + +[package.extras] +watchdog = ["watchdog (>=2.3)"] + +[[package]] +name = "werkzeug" +version = "3.1.3" +description = "The comprehensive WSGI web application library." +optional = false +python-versions = ">=3.9" +groups = ["main"] +markers = "python_version >= \"3.11\"" +files = [ + {file = "werkzeug-3.1.3-py3-none-any.whl", hash = "sha256:54b78bf3716d19a65be4fceccc0d1d7b89e608834989dfae50ea87564639213e"}, + {file = "werkzeug-3.1.3.tar.gz", hash = "sha256:60723ce945c19328679790e3282cc758aa4a6040e4bb330f53d30fa546d44746"}, +] + +[package.dependencies] +MarkupSafe = ">=2.1.1" + +[package.extras] +watchdog = ["watchdog (>=2.3)"] + [[package]] name = "wrapt" version = "1.17.2" @@ -5313,4 +5351,4 @@ docs = ["myst-parser", "sphinx-rtd-theme", "sphinxcontrib-napoleon"] [metadata] lock-version = "2.1" python-versions = ">=3.10 <3.12" -content-hash = "4fa10280932e5407acff97458863e550400559d3d6ef30d3098b812c6ab9aaaa" +content-hash = "b4b8e64d55658059c3f3222dba5abdcf4a89cdf7994b2050e3685ecc73ec9123" diff --git a/pyproject.toml b/pyproject.toml index 647e4e4..eb039b3 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -25,7 +25,6 @@ pydantic = { extras = ["email"], version = "^2.7.1" } pydantic-settings = "^2.3.4" PyJWT = { extras = ["crypto"], version = "^2.4.0" } python-dotenv = "^1.0.1" -rctab_models = { git = "https://github.com/alan-turing-institute/rctab-models", tag = "0.1.0" } redis = {extras = ["hiredis"], version = "^5.0.1"} requests = "^2.32.3" sendgrid = "^6.9.1" @@ -35,6 +34,7 @@ sphinx-rtd-theme = {version = "^1.3.0", optional = true} sphinxcontrib-napoleon = {version = "^0.7", optional = true} secure = "^0.3.0" uvicorn = { version = "^0.34.2", extras = ["standard"] } +rctab-models = { git = "https://github.com/alan-turing-institute/rctab-models", tag = "0.2.0" } fastapi = "^0.115.6" [tool.poetry.group.dev.dependencies] diff --git a/rctab/routers/accounting/usage.py b/rctab/routers/accounting/usage.py index 8367154..5f42c09 100644 --- a/rctab/routers/accounting/usage.py +++ b/rctab/routers/accounting/usage.py @@ -10,7 +10,10 @@ from fastapi.security import OAuth2PasswordBearer from pydantic import BaseModel from rctab_models.models import AllCMUsage, AllUsage, CMUsage, Usage, UserRBAC -from sqlalchemy import select +from sqlalchemy import delete, select + +# require the postgres specific insert rather than the generic sqlachemy for +# `post_cm_usage` fn where "excluded" and "on_conflict_do_update" are used. from sqlalchemy.dialects.postgresql import insert from sqlalchemy.inspection import inspect @@ -78,18 +81,13 @@ async def insert_usage(all_usage: AllUsage) -> None: all_usage: Usage data to insert. """ usage_query = insert(accounting_models.usage) - update_dict = {c.name: c for c in usage_query.excluded if not c.primary_key} - on_duplicate_key_stmt = usage_query.on_conflict_do_update( - index_elements=inspect(accounting_models.usage).primary_key, - set_=update_dict, - ) logger.info("Inserting usage data") insert_start = datetime.datetime.now() await executemany( database, - on_duplicate_key_stmt, + usage_query, values=[i.model_dump() for i in all_usage.usage_list], ) logger.info("Inserting usage data took %s", datetime.datetime.now() - insert_start) @@ -101,6 +99,27 @@ async def insert_usage(all_usage: AllUsage) -> None: ) +async def delete_usage(start_date: datetime.date, end_date: datetime.date) -> None: + """Deletes usage(s) within a date range from the database. + + Args: + start_date: Defines the beginning of the date range. + end_date: Defines the end of the date range. + """ + usage_query = ( + delete(accounting_models.usage) + .where(accounting_models.usage.c.date >= start_date) + .where(accounting_models.usage.c.date <= end_date) + ) + + logger.info("Delete usage data within a date range") + delete_start = datetime.datetime.now() + + await database.execute(usage_query) + + logger.info("Delete usage data took %s", datetime.datetime.now() - delete_start) + + @router.post("/monthly-usage", response_model=TmpReturnStatus) async def post_monthly_usage( all_usage: AllUsage, _: Dict[str, str] = Depends(authenticate_usage_app) @@ -185,6 +204,7 @@ async def post_usage( unique_subscriptions = list( {i.subscription_id for i in all_usage.usage_list} ) + await delete_usage(all_usage.start_date, all_usage.end_date) await insert_subscriptions_if_not_exists(unique_subscriptions) diff --git a/tests/test_routes/api_calls.py b/tests/test_routes/api_calls.py index c289c30..a448789 100644 --- a/tests/test_routes/api_calls.py +++ b/tests/test_routes/api_calls.py @@ -173,7 +173,7 @@ def create_usage( monthly_upload=None, ) - post_data = AllUsage(usage_list=[usage]) + post_data = AllUsage(usage_list=[usage], start_date=date, end_date=date) return client.post( "usage/all-usage", diff --git a/tests/test_routes/test_routes.py b/tests/test_routes/test_routes.py index 5bed132..dd10a72 100644 --- a/tests/test_routes/test_routes.py +++ b/tests/test_routes/test_routes.py @@ -60,6 +60,7 @@ async def create_subscription( allocated_amount: if None then no row in allocations (approved_amount, approved_to): if None then no row in approvals (normal_cost, amortised_cost): the amount spent thus far + spent_date: the date the costs were incurred """ # pylint: disable=too-many-arguments, invalid-name diff --git a/tests/test_routes/test_send_emails.py b/tests/test_routes/test_send_emails.py index 3b71314..b0c8f74 100644 --- a/tests/test_routes/test_send_emails.py +++ b/tests/test_routes/test_send_emails.py @@ -126,6 +126,7 @@ async def test_usage_emails( allocated_amount=100.0, approved=(100.0, date.today() + timedelta(days=10)), spent=(20.0, 0), + spent_date=date.today() - timedelta(days=5), ) ninety_percent = await create_subscription( @@ -135,6 +136,7 @@ async def test_usage_emails( allocated_amount=100.0, approved=(100.0, date.today() + timedelta(days=10)), spent=(80.0, 0), + spent_date=date.today() - timedelta(days=5), ) ninety_five_percent = await create_subscription( @@ -144,6 +146,7 @@ async def test_usage_emails( allocated_amount=100.0, approved=(100.0, date.today() + timedelta(days=10)), spent=(85.0, 0), + spent_date=date.today() - timedelta(days=5), ) ninety_percent_usage = USAGE_DICT.copy() @@ -169,7 +172,9 @@ async def test_usage_emails( Usage(**ninety_percent_usage), Usage(**thirty_percent_usage), Usage(**ninety_five_percent_usage), - ] + ], + start_date=date.today() - timedelta(3), + end_date=date.today() - timedelta(2), ) mock_send = AsyncMock() diff --git a/tests/test_routes/test_usage.py b/tests/test_routes/test_usage.py index 5570fcb..397823c 100644 --- a/tests/test_routes/test_usage.py +++ b/tests/test_routes/test_usage.py @@ -1,7 +1,7 @@ import datetime import json from pathlib import Path -from typing import List, Tuple, Union +from typing import Iterable, List, Tuple, Union from unittest.mock import AsyncMock from uuid import UUID @@ -25,7 +25,12 @@ from rctab.constants import ADMIN_OID, EMAIL_TYPE_USAGE_ALERT from rctab.crud.accounting_models import usage_view from rctab.crud.models import database -from rctab.routers.accounting.usage import get_usage, post_monthly_usage, post_usage +from rctab.routers.accounting.usage import ( + delete_usage, + get_usage, + post_monthly_usage, + post_usage, +) from tests.test_routes import api_calls, constants from tests.test_routes.test_routes import ( # pylint: disable=unused-import create_subscription, @@ -45,9 +50,14 @@ def test_post_usage( auth_app, token = app_with_signed_billing_token example_usage_file = Path("tests/data/example.json") - example_usage_data = json.loads(example_usage_file.read_text(encoding="utf-8")) + example_usage_data: Iterable[dict] = json.loads( + example_usage_file.read_text(encoding="utf-8") + ) + dates = {item["date"] for item in example_usage_data} - post_data = AllUsage(usage_list=example_usage_data) + post_data = AllUsage( + usage_list=example_usage_data, start_date=min(dates), end_date=max(dates) + ) with TestClient(auth_app) as client: mock_refresh = AsyncMock() @@ -83,6 +93,118 @@ def test_post_usage( ) +@pytest.mark.asyncio +async def test_post_usage2( + test_db: Database, # pylint: disable=redefined-outer-name +) -> None: + sub1 = await create_subscription(test_db) + # create some usage data across 2 or more dates + usage_items = AllUsage( + usage_list=[ + Usage( + id=str(UUID(int=0)), + subscription_id=sub1, + date="2024-04-01", + total_cost=1.0, + invoice_section="-", + ), + Usage( + id=str(UUID(int=1)), + subscription_id=sub1, + date="2024-04-02", + total_cost=2.0, + invoice_section="-", + ), + Usage( + id=str(UUID(int=2)), + subscription_id=sub1, + date="2024-04-03", + total_cost=4.0, + invoice_section="-", + ), + ], + start_date="2024-04-01", + end_date="2024-04-03", + ) + await post_usage(usage_items, {"mock": "authentication"}) + all_usage = await get_usage() + assert len(all_usage) == 3 + + # upload some usage data for some subset of the dates + usage_list = [ + Usage( + id=str(UUID(int=3)), + subscription_id=sub1, + date="2024-04-02", + total_cost=4.0, + invoice_section="-", + ), + ] + usage_items = AllUsage( + usage_list=usage_list, + start_date="2024-04-02", + end_date="2024-04-02", + ) + await post_usage(usage_items, {"mock": "authentication"}) + + # check that the uploaded usage data replaced the existing ones + all_usage = await get_usage() + assert set(all_usage) == { + Usage( + id=str(UUID(int=0)), + subscription_id=sub1, + date="2024-04-01", + total_cost=1.0, + invoice_section="-", + ), + Usage( + id=str(UUID(int=3)), + subscription_id=sub1, + date="2024-04-02", + total_cost=4.0, + invoice_section="-", + ), + Usage( + id=str(UUID(int=2)), + subscription_id=sub1, + date="2024-04-03", + total_cost=4.0, + invoice_section="-", + ), + } + + +@pytest.mark.asyncio +async def test_post_usage3( + test_db: Database, # pylint: disable=redefined-outer-name +) -> None: + sub1 = await create_subscription(test_db) + # create two usage items with the same usage id + usage_items = AllUsage( + usage_list=[ + Usage( + id=str(UUID(int=0)), + subscription_id=sub1, + date="2024-04-01", + total_cost=1.0, + invoice_section="A", + ), + Usage( + id=str(UUID(int=0)), + subscription_id=sub1, + date="2024-04-01", + total_cost=1.0, + invoice_section="B", + ), + ], + start_date="2024-04-01", + end_date="2024-04-01", + ) + await post_usage(usage_items, {"mock": "authentication"}) + all_usage = await get_usage() + assert len(all_usage) == 2 + + def test_write_usage( app_with_signed_billing_token: Tuple[FastAPI, str], mocker: MockerFixture ) -> None: @@ -97,8 +219,8 @@ def test_write_usage( cost=75.34, amortised_cost=0.0, total_cost=75.34, - first_usage=datetime.date.today(), - latest_usage=datetime.date.today(), + first_usage=datetime.datetime(2024, 2, 2), + latest_usage=datetime.datetime(2024, 2, 4), remaining=130.0 - 75.34, desired_status_info=None, abolished=False, @@ -131,21 +253,33 @@ def test_write_usage( assert ( api_calls.create_usage( - client, token, constants.TEST_SUB_UUID, cost=50.0 + client, + token, + constants.TEST_SUB_UUID, + cost=50.0, + date=datetime.datetime(2024, 2, 2), ).status_code == 200 ) assert ( api_calls.create_usage( - client, token, constants.TEST_SUB_UUID, cost=20.0 + client, + token, + constants.TEST_SUB_UUID, + cost=20.00, + date=datetime.datetime(2024, 2, 3), ).status_code == 200 ) assert ( api_calls.create_usage( - client, token, constants.TEST_SUB_UUID, cost=5.34 + client, + token, + constants.TEST_SUB_UUID, + cost=5.340, + date=datetime.datetime(2024, 2, 4), ).status_code == 200 ) @@ -168,8 +302,8 @@ def test_greater_budget( amortised_cost=0.0, total_cost=150.0, remaining=130.0 - 150.0, - first_usage=datetime.date.today(), - latest_usage=datetime.date.today(), + first_usage=datetime.datetime(2024, 2, 2), + latest_usage=datetime.datetime(2024, 2, 3), desired_status_info=BillingStatus.OVER_BUDGET, abolished=False, ) @@ -201,14 +335,22 @@ def test_greater_budget( assert ( api_calls.create_usage( - client, token, constants.TEST_SUB_UUID, cost=100.0 + client, + token, + constants.TEST_SUB_UUID, + cost=100.0, + date=datetime.datetime(2024, 2, 2), ).status_code == 200 ) assert ( api_calls.create_usage( - client, token, constants.TEST_SUB_UUID, cost=50.0 + client, + token, + constants.TEST_SUB_UUID, + cost=50.0, + date=datetime.datetime(2024, 2, 3), ).status_code == 200 ) @@ -286,12 +428,18 @@ def test_post_monthly_usage( example_1_file = Path("tests/data/example-monthly-wrong.json") example_1_data = json.loads(example_1_file.read_text(encoding="utf-8")) + dates_ex1 = {item["date"] for item in example_1_data} example_2_file = Path("tests/data/example-monthly-correct.json") example_2_data = json.loads(example_2_file.read_text(encoding="utf-8")) + dates_ex2 = {item["date"] for item in example_2_data} - post_example_1_data = AllUsage(usage_list=example_1_data) - post_example_2_data = AllUsage(usage_list=example_2_data) + post_example_1_data = AllUsage( + usage_list=example_1_data, start_date=min(dates_ex1), end_date=max(dates_ex1) + ) + post_example_2_data = AllUsage( + usage_list=example_2_data, start_date=min(dates_ex2), end_date=max(dates_ex2) + ) with TestClient(auth_app) as client: mock_refresh = AsyncMock() @@ -302,7 +450,11 @@ def test_post_monthly_usage( # Should error if there is no data. resp = client.post( "usage/monthly-usage", - content=AllUsage(usage_list=[]).model_dump_json().encode("utf-8"), + content=AllUsage( + usage_list=[], start_date="2021-04-01", end_date="2021-04-30" + ) + .model_dump_json() + .encode("utf-8"), headers={"authorization": "Bearer " + token}, ) @@ -371,7 +523,9 @@ async def test_monthly_usage_2( total_cost=4.0, invoice_section="-", ), - ] + ], + start_date="2024-04-01", + end_date="2024-04-03", ), {"mock": "authentication"}, ) @@ -395,7 +549,9 @@ async def test_monthly_usage_2( invoice_section="-", monthly_upload=datetime.date.today(), ), - ] + ], + start_date="2024-04-01", + end_date="2024-04-02", ), {"mock": "authentication"}, ) @@ -438,7 +594,10 @@ async def test_post_usage_refreshes_view( "rctab.routers.accounting.usage.refresh_materialised_view", mock_refresh ) - await post_usage(AllUsage(usage_list=[]), {"mock": "authentication"}) + await post_usage( + AllUsage(usage_list=[], start_date="2021-04-01", end_date="2021-04-30"), + {"mock": "authentication"}, + ) mock_refresh.assert_called_once_with(test_db, usage_view) @@ -452,7 +611,10 @@ def test_post_usage_emails( auth_app, token = app_with_signed_billing_token example_usage_file = Path("tests/data/example.json") example_usage_data = json.loads(example_usage_file.read_text(encoding="utf-8")) - post_data = AllUsage(usage_list=example_usage_data) + dates = {item["date"] for item in example_usage_data} + post_data = AllUsage( + usage_list=example_usage_data, start_date=min(dates), end_date=max(dates) + ) with TestClient(auth_app) as client: mock_send_emails = AsyncMock() @@ -492,3 +654,24 @@ def test_post_usage_emails( raise e mock_refresh.assert_called_once_with(UUID(ADMIN_OID), unique_subs) + + +@pytest.mark.asyncio +async def test_delete_usage( + test_db: Database, # pylint: disable=redefined-outer-name +) -> None: + """Check that we can delete usage rows.""" + + all_usage = await get_usage() + assert len(all_usage) == 0 + await create_subscription( + test_db, + spent=(1.0, 1.0), + spent_date=datetime.date(2024, 4, 1), + ) + all_usage = await get_usage() + assert len(all_usage) == 1 + # Note that the end date is also deleted. + await delete_usage(datetime.date(2000, 1, 1), datetime.date(2024, 4, 1)) + all_usage = await get_usage() + assert len(all_usage) == 0