Refactor and enhance CalMiner application

- Updated README.md to reflect new features and usage instructions.
- Removed deprecated Dashboard.html component and integrated dashboard functionality directly into the main application.
- Revised architecture documentation for clarity and added module map and request flow diagrams.
- Enhanced maintenance model to include equipment association and cost tracking.
- Updated requirements.txt to include new dependencies (httpx, pandas, numpy).
- Improved consumption, maintenance, production, and reporting routes with better validation and response handling.
- Added unit tests for maintenance and production routes, ensuring proper CRUD operations and validation.
- Enhanced reporting service to calculate and return detailed summary statistics.
- Redesigned Dashboard.html for improved user experience and integrated Chart.js for visualizing simulation results.

tests/unit/test_production.py

@@ -3,14 +3,19 @@ from main import app
 from config.database import Base, engine
 
 # Setup and teardown
+
+
 def setup_module(module):
     Base.metadata.create_all(bind=engine)
 
+
 def teardown_module(module):
     Base.metadata.drop_all(bind=engine)
 
+
 client = TestClient(app)
 
+
 def test_create_and_list_production_output():
     # Create a scenario to attach production output
     resp = client.post(
@@ -21,9 +26,10 @@ def test_create_and_list_production_output():
     sid = scenario["id"]
 
     # Create Production Output item
-    prod_payload = {"scenario_id": sid, "amount": 300.0, "description": "Daily output"}
+    prod_payload = {"scenario_id": sid,
+                    "amount": 300.0, "description": "Daily output"}
     resp2 = client.post("/api/production/", json=prod_payload)
-    assert resp2.status_code == 200
+    assert resp2.status_code == 201
     prod = resp2.json()
     assert prod["scenario_id"] == sid
     assert prod["amount"] == 300.0
@@ -32,4 +38,5 @@ def test_create_and_list_production_output():
     resp3 = client.get("/api/production/")
     assert resp3.status_code == 200
     data = resp3.json()
-    assert any(item["amount"] == 300.0 and item["scenario_id"] == sid for item in data)
+    assert any(item["amount"] == 300.0 and item["scenario_id"]
+               == sid for item in data)