fix

model/converter.py

@@ -0,0 +1,163 @@
+import json
+from collections import defaultdict
+from sqlalchemy import create_engine, text
+
+# 🔧 Adjust this to your environment
+DB_URL = "postgresql+psycopg2://postgres:postgres@192.168.1.86:5432/digital_aeros_fixed"
+
+def export_rbd_json(project_id, output_file="rbd.json"):
+    engine = create_engine(DB_URL)
+
+    with engine.connect() as conn:
+        # --- Project info ---
+        project = conn.execute(
+            text('SELECT "ProjectId","ProjectName" FROM public."Projects" WHERE "ProjectId" = :pid'),
+            {"pid": project_id}
+        ).mappings().first()
+        if not project:
+            raise ValueError(f"❌ Project {project_id} not found")
+
+        print(f"🔍 Loaded project: {project['ProjectName']} (ID={project_id})")
+
+        # --- Schematics ---
+        schematics = conn.execute(
+            text('SELECT "SchematicId","SchematicName" FROM public."Schematics" WHERE "ProjectId" = :pid'),
+            {"pid": project_id}
+        ).mappings().all()
+
+        all_schematics_json = {}
+
+        for s in schematics:
+            sid = s["SchematicId"]
+            sname = s["SchematicName"]
+            print(f"\n=== Processing schematic {sid} ({sname}) ===")
+
+            # --- Nodes ---
+            nodes_data = conn.execute(
+                text('SELECT "NodeId","NodeUIId","NodeName","NodeTypeCode" '
+                     'FROM public."RegularNodes" WHERE "SchematicId" = :sid'),
+                {"sid": sid}
+            ).mappings().all()
+
+            # dict keyed by NodeId
+            nodes = {str(n["NodeId"]): dict(n) for n in nodes_data}
+            # map UIId -> NodeId
+            uiid_to_id = {str(n["NodeUIId"]): str(n["NodeId"]) for n in nodes_data}
+
+            print(f"🟦 Nodes: {len(nodes)}")
+
+            # --- Connectors (edges) ---
+            edges = conn.execute(
+                text('SELECT "SourceUIId","SinkUIId" FROM public."Connectors" WHERE "SchematicId" = :sid'),
+                {"sid": sid}
+            ).mappings().all()
+
+            children_map = defaultdict(list)
+            for e in edges:
+                src_ui = str(e["SourceUIId"])
+                sink_ui = str(e["SinkUIId"])
+                if src_ui in uiid_to_id and sink_ui in uiid_to_id:
+                    src_id = uiid_to_id[src_ui]
+                    sink_id = uiid_to_id[sink_ui]
+                    children_map[src_id].append(sink_id)
+
+            print(f"🔗 Connectors: {len(edges)}")
+
+            # --- Redundancies ---
+            redundancies = conn.execute(
+                text('SELECT * FROM public."Redundancies" WHERE "SchematicId" = :sid'),
+                {"sid": sid}
+            ).mappings().all()
+
+            states = conn.execute(
+                text('SELECT * FROM public."RedundancyStates" WHERE "RedundancyId" IN '
+                     '(SELECT "RedundancyId" FROM public."Redundancies" WHERE "SchematicId" = :sid)'),
+                {"sid": sid}
+            ).mappings().all()
+
+            state_cells = conn.execute(
+                text('SELECT * FROM public."RedundancyStateCells" WHERE "RedundancyStateId" IN '
+                     '(SELECT "StateId" FROM public."RedundancyStates" WHERE "RedundancyId" IN '
+                     '(SELECT "RedundancyId" FROM public."Redundancies" WHERE "SchematicId" = :sid))'),
+                {"sid": sid}
+            ).mappings().all()
+
+            # Build redundancy structure
+            redundancy_map = {}
+            for r in redundancies:
+                rid = str(r["RedundancyId"])
+                redundancy_map[rid] = {
+                    "name": r["RedundancyName"],
+                    "type": "standby" if r["IsKNStandby"] else "kofn",
+                    "min_required": r["MinRequiredNodes"],
+                    "switch_delay": r["SwitchDelay"],
+                    "states": {}
+                }
+
+            for st in states:
+                sid2 = str(st["StateId"])
+                rid = str(st["RedundancyId"])
+                redundancy_map[rid]["states"][sid2] = {
+                    "priority": st["StatePriority"],
+                    "duration": st["StateDuration"],
+                    "cells": []
+                }
+
+            for c in state_cells:
+                sid2 = str(c["RedundancyStateId"])
+                for r_id, r in redundancy_map.items():
+                    if sid2 in r["states"]:
+                        node_id = str(c["InvolvedNodeId"])
+                        if node_id in nodes:  # only link if valid
+                            r["states"][sid2]["cells"].append({
+                                "node_id": node_id,
+                                "status": c["NodeStatusCode"]
+                            })
+                        break
+
+            # --- Build JSON nodes ---
+            json_nodes = {}
+            for node_id, n in nodes.items():
+                node_type = str(n["NodeTypeCode"]).lower()
+                node_json = {
+                    "type": node_type,
+                    "name": n["NodeName"],
+                    "children": children_map.get(node_id, []),  # now NodeId-based
+                    "availability": 1.0   # ✅ default availability
+                }
+                json_nodes[node_id] = node_json
+
+            # --- Root detection ---
+            all_children = {c for lst in children_map.values() for c in lst}
+            root_candidates = [nid for nid in nodes.keys() if nid not in all_children]
+            root = root_candidates[0] if root_candidates else None
+            print(f"🌳 Root node detected: {root}")
+
+            # --- Assemble schematic JSON ---
+            schematic_json = {
+                "schematic_id": sid,
+                "schematic_name": sname,
+                "root": str(root) if root else None,
+                "nodes": json_nodes,
+                "redundancies": redundancy_map
+            }
+            all_schematics_json[str(sid)] = schematic_json
+
+            print(f"✅ Finished schematic {sid}")
+
+        # --- Final JSON ---
+        final_json = {
+            "project_id": project["ProjectId"],
+            "project_name": project["ProjectName"],
+            "schematics": all_schematics_json
+        }
+
+        with open(output_file, "w") as f:
+            json.dump(final_json, f, indent=2)
+
+        print(f"\n🎉 Exported simplified RBD JSON (NodeId-based, availability=1.0) "
+              f"for Project {project_id} → {output_file}")
+
+
+if __name__ == "__main__":
+    export_rbd_json(project_id=70, output_file="project_70_rbd.json")

model/system_avail.py

@@ -0,0 +1,111 @@
+import json
+
+def series_availability(avails):
+    result = 1.0
+    for a in avails:
+        result *= a
+    return result
+
+def parallel_availability(avails):
+    result = 1.0
+    for a in avails:
+        result *= (1 - a)
+    return 1 - result
+
+def kofn_availability(avails, k):
+    if k <= 1:
+        return parallel_availability(avails)
+    return sum(avails) / len(avails)  # simple approx
+
+def compute_node_availability(node_id, schematic, schematics, overrides, visited):
+    if node_id in visited:
+        return 1.0
+    visited.add(node_id)
+
+    node = schematic["nodes"].get(node_id)
+    if not node:
+        return 1.0
+
+    node_name = node.get("name", "").strip().lower()
+    if node_name in overrides:
+        return overrides[node_name]
+
+    ntype = node["type"].lower()
+
+    if ntype == "regularnode":
+        return node.get("availability", 1.0)
+
+    elif ntype == "series":
+        return series_availability([
+            compute_node_availability(child, schematic, schematics, overrides, visited.copy())
+            for child in node.get("children", [])
+        ])
+
+    elif ntype == "parallel":
+        return parallel_availability([
+            compute_node_availability(child, schematic, schematics, overrides, visited.copy())
+            for child in node.get("children", [])
+        ])
+
+    elif ntype == "kofn":
+        k = node.get("min_required", 1)
+        return kofn_availability([
+            compute_node_availability(child, schematic, schematics, overrides, visited.copy())
+            for child in node.get("children", [])
+        ], k)
+
+    elif ntype == "subschematic":
+        tschematic_id = node.get("tschematic_id")
+        if tschematic_id and str(tschematic_id) in schematics:
+            sub_schematic = schematics[str(tschematic_id)]
+            root = sub_schematic.get("root")
+            if root:
+                return compute_node_availability(root, sub_schematic, schematics, overrides, set())
+        return node.get("availability", 1.0)
+
+    return node.get("availability", 1.0)
+
+
+def compute_schematic_availability(schematic, schematics, overrides):
+    root = schematic.get("root")
+    if not root:
+        return 1.0
+    return compute_node_availability(root, schematic, schematics, overrides, set())
+
+
+def evaluate_project(json_file, overrides=None):
+    with open(json_file, "r") as f:
+        data = json.load(f)
+
+    schematics = data["schematics"]
+    overrides = overrides or {}
+
+    results = {}
+    top_availability = None
+
+    for sid, schematic in schematics.items():
+        name = schematic["schematic_name"].strip()
+        avail = compute_schematic_availability(schematic, schematics, overrides)
+        results[name] = avail
+        if name == "- TJB - Unit 3 -":
+            top_availability = avail
+
+    return results, top_availability
+
+
+if __name__ == "__main__":
+    overrides = {
+        "WTP": 0.0,  # Example override
+    }
+
+    results, top_avail = evaluate_project("project_70_rbd.json", overrides=overrides)
+
+    print("\n--- Schematic Availabilities ---")
+    for sch_name, avail in results.items():
+        print(f"{sch_name:25s}: {avail:.6f}")
+
+    print("\n=== TOTAL SYSTEM AVAILABILITY ===")
+    if top_avail is not None:
+        print(f"Top schematic (- TJB - Unit 3 -): {top_avail:.6f}")
+    else:
+        print("Top schematic not found in JSON!")

src/aeros_contribution/service.py

@@ -58,17 +58,40 @@ def system_availability(structure: Structure, availabilities: Dict[str, float])
             result = Decimal('1.0') - product
             return float(result)
         
-        elif "parallel_no_redundancy" in structure:
+        elif "k_of_n" in structure:
-            # Load sharing - system availability is minimum of components
+            k = structure["k_of_n"]["k"]
-            components = structure["parallel_no_redundancy"]
+            components = structure["k_of_n"]["components"]
+
             if not components:
                 return 0.0
 
-            availabilities_list = [system_availability(s, availabilities) for s in components]
+            component_availabilities = [system_availability(s, availabilities) for s in components]
-            return min(availabilities_list)
+            return k_of_n_availability(component_availabilities, k)
     
     raise ValueError(f"Invalid structure definition: {structure}")
 
+from itertools import combinations
+from decimal import Decimal
+from math import comb
+
+def k_of_n_availability(availabilities: list[float], k: int) -> float:
+    n = len(availabilities)
+    total = Decimal('0.0')
+
+    # Iterate over all combinations of components that can be working
+    for j in range(k, n+1):
+        for subset in combinations(range(n), j):
+            prob = Decimal('1.0')
+            for i in range(n):
+                if i in subset:
+                    prob *= Decimal(str(availabilities[i]))
+                else:
+                    prob *= (Decimal('1.0') - Decimal(str(availabilities[i])))
+            total += prob
+    
+    return float(total)
+
+
 
 def get_all_components(structure: Structure) -> set:
     """Extract all component names from a structure."""

src/aeros_simulation/model.py

@@ -132,6 +132,8 @@ class AerosSimulationCalcResult(Base, DefaultMixin):
     contribution = Column(Float, nullable=True)
     criticality = Column(Float, nullable=True)
     contribution_factor = Column(Float, nullable=True)
+    total_mo_downtime = Column(Float, nullable=True)
+    total_po_downtime = Column(Float, nullable=True)
 
     aeros_simulation_id = Column(
         UUID(as_uuid=True), ForeignKey("rbd_tr_aeros_simulation.id"), nullable=False

src/aeros_simulation/router.py

@@ -231,14 +231,14 @@ async def get_simulation_result_plot_per_node(db_session: DbSession, simulation_
     }
 
 @router.get("/result/ranking/{simulation_id}", response_model=StandardResponse[List[SimulationRankingParameters]])
-async def get_simulation_result_ranking(db_session: DbSession, simulation_id):
+async def get_simulation_result_ranking(db_session: DbSession, simulation_id, limit:int = Query(None)):
     """Get simulation result."""
     if simulation_id == 'default':
         simulation = await get_default_simulation(db_session=db_session)
         simulation_id = simulation.id
     
     
-    simulation_result = await get_result_ranking(db_session=db_session, simulation_id=simulation_id)
+    simulation_result = await get_result_ranking(db_session=db_session, simulation_id=simulation_id, limit=limit)
 
     return {
         "data": simulation_result,

src/aeros_simulation/service.py

@@ -213,7 +213,7 @@ async def get_plant_calc_result(
 
     return calc.scalar_one_or_none()
 
-async def get_result_ranking(*, db_session: DbSession, simulation_id: UUID):
+async def get_result_ranking(*, db_session: DbSession, simulation_id: UUID, limit: Optional[int]):
 
     query = select(AerosEquipment, AerosSimulationCalcResult.availability).join(AerosNode, AerosNode.node_name == AerosEquipment.node_name).join(AerosSimulationCalcResult, AerosSimulationCalcResult.aeros_node_id == AerosNode.id)
 
@@ -225,7 +225,10 @@ async def get_result_ranking(*, db_session: DbSession, simulation_id: UUID):
         )
     )
 
-    query = query.order_by(AerosSimulationCalcResult.availability.desc()).limit(10)
+    query = query.order_by(AerosSimulationCalcResult.availability.desc())
+    
+    if limit:
+        query = query.limit(limit)
 
 
     query = query.options(