zwitschi
434be86b76
- Added new summary fields: variance, 5th percentile, 95th percentile, VaR (95%), and expected shortfall (95%) to the dashboard. - Updated the display logic for summary metrics to handle non-finite values gracefully. - Modified the chart rendering to include additional percentile points and tail risk metrics in tooltips. test: Introduce unit tests for consumption, costs, and other modules - Created a comprehensive test suite for consumption, costs, equipment, maintenance, production, reporting, and simulation modules. - Implemented fixtures for database setup and teardown using an in-memory SQLite database for isolated testing. - Added tests for creating, listing, and validating various entities, ensuring proper error handling and response validation. refactor: Consolidate parameter tests and remove deprecated files - Merged parameter-related tests into a new test file for better organization and clarity. - Removed the old parameter test file that was no longer in use. - Improved test coverage for parameter creation, listing, and validation scenarios. fix: Ensure proper validation and error handling in API endpoints - Added validation to reject negative amounts in consumption and production records. - Implemented checks to prevent duplicate scenario creation and ensure proper error messages are returned. - Enhanced reporting endpoint tests to validate input formats and expected outputs.
94 lines
3.2 KiB
Python
94 lines
3.2 KiB
Python
import math
|
|
from typing import Any, Dict, List
|
|
|
|
import pytest
|
|
|
|
from fastapi.testclient import TestClient
|
|
|
|
from services.reporting import generate_report
|
|
|
|
|
|
def test_generate_report_empty():
|
|
report = generate_report([])
|
|
assert report == {
|
|
"count": 0,
|
|
"mean": 0.0,
|
|
"median": 0.0,
|
|
"min": 0.0,
|
|
"max": 0.0,
|
|
"std_dev": 0.0,
|
|
"variance": 0.0,
|
|
"percentile_10": 0.0,
|
|
"percentile_90": 0.0,
|
|
"percentile_5": 0.0,
|
|
"percentile_95": 0.0,
|
|
"value_at_risk_95": 0.0,
|
|
"expected_shortfall_95": 0.0,
|
|
}
|
|
|
|
|
|
def test_generate_report_with_values():
|
|
values: List[Dict[str, float]] = [
|
|
{"iteration": 1, "result": 10.0},
|
|
{"iteration": 2, "result": 20.0},
|
|
{"iteration": 3, "result": 30.0},
|
|
]
|
|
report = generate_report(values)
|
|
assert report["count"] == 3
|
|
assert math.isclose(float(report["mean"]), 20.0)
|
|
assert math.isclose(float(report["median"]), 20.0)
|
|
assert math.isclose(float(report["min"]), 10.0)
|
|
assert math.isclose(float(report["max"]), 30.0)
|
|
assert math.isclose(float(report["std_dev"]), 8.1649658, rel_tol=1e-6)
|
|
assert math.isclose(float(report["variance"]), 66.6666666, rel_tol=1e-6)
|
|
assert math.isclose(float(report["percentile_10"]), 12.0)
|
|
assert math.isclose(float(report["percentile_90"]), 28.0)
|
|
assert math.isclose(float(report["percentile_5"]), 11.0)
|
|
assert math.isclose(float(report["percentile_95"]), 29.0)
|
|
assert math.isclose(float(report["value_at_risk_95"]), 11.0)
|
|
assert math.isclose(float(report["expected_shortfall_95"]), 10.0)
|
|
|
|
|
|
@pytest.fixture
|
|
def client(api_client: TestClient) -> TestClient:
|
|
return api_client
|
|
|
|
|
|
def test_reporting_endpoint_invalid_input(client: TestClient):
|
|
resp = client.post("/api/reporting/summary", json={})
|
|
assert resp.status_code == 400
|
|
assert resp.json()["detail"] == "Invalid input format"
|
|
|
|
|
|
def test_reporting_endpoint_success(client: TestClient):
|
|
input_data: List[Dict[str, float]] = [
|
|
{"iteration": 1, "result": 10.0},
|
|
{"iteration": 2, "result": 20.0},
|
|
{"iteration": 3, "result": 30.0},
|
|
]
|
|
resp = client.post("/api/reporting/summary", json=input_data)
|
|
assert resp.status_code == 200
|
|
data: Dict[str, Any] = resp.json()
|
|
assert data["count"] == 3
|
|
assert math.isclose(float(data["mean"]), 20.0)
|
|
assert math.isclose(float(data["variance"]), 66.6666666, rel_tol=1e-6)
|
|
assert math.isclose(float(data["value_at_risk_95"]), 11.0)
|
|
assert math.isclose(float(data["expected_shortfall_95"]), 10.0)
|
|
|
|
|
|
validation_error_cases: List[tuple[List[Any], str]] = [
|
|
(["not-a-dict"], "Entry at index 0 must be an object"),
|
|
([{"iteration": 1}], "Entry at index 0 must include numeric 'result'"),
|
|
([{"iteration": 1, "result": "bad"}],
|
|
"Entry at index 0 must include numeric 'result'"),
|
|
]
|
|
|
|
|
|
@pytest.mark.parametrize("payload,expected_detail", validation_error_cases)
|
|
def test_reporting_endpoint_validation_errors(
|
|
client: TestClient, payload: List[Any], expected_detail: str
|
|
):
|
|
resp = client.post("/api/reporting/summary", json=payload)
|
|
assert resp.status_code == 400
|
|
assert resp.json()["detail"] == expected_detail
|