From 93a444d0622b8d7302f677a6f68ddb982eb946bc Mon Sep 17 00:00:00 2001
From: Cizz22 <cisatraa@gmail.com>
Date: Wed, 23 Jul 2025 14:33:29 +0700
Subject: [PATCH] fix

---
 f.py                            | 171 +++++++++
 poetry.lock                     | 621 +++++++++++++++++++++++++++++++-
 pyproject.toml                  |   1 +
 src/aeros_equipment/service.py  | 108 ++++--
 src/aeros_simulation/model.py   |  21 +-
 src/aeros_simulation/router.py  |  10 +-
 src/aeros_simulation/schema.py  |  10 +-
 src/aeros_simulation/service.py | 368 +++++++++++++------
 src/utils.py                    |  19 +
 9 files changed, 1179 insertions(+), 150 deletions(-)
 create mode 100644 f.py

diff --git a/f.py b/f.py
new file mode 100644
index 0000000..6952ada
--- /dev/null
+++ b/f.py
@@ -0,0 +1,171 @@
+async def save_default_simulation_node(
+    *, db_session: DbSession, project_name: str = "trialapi"
+):
+    session = await create_session()
+
+    tasks = []
+    all_results = []
+    # Get all schematic
+    schematics = await get_all_schematic_aeros(db_session=db_session)
+
+    for schematic in schematics:
+        sim_data = {
+            "projectName": project_name,
+            "SchematicName": schematic.schematic_name,
+            "SimSeed": 1,
+            "SimDuration": 1,
+            "DurationUnit": "UMinute",
+            "SimNumRun": 1,
+        }
+
+        results = await execute_simulation(db_session=db_session, sim_data=sim_data)
+        mainSchematicId = uuid4()
+        mainSchematic = AerosNode(
+            id=mainSchematicId,
+            node_name="- TJB - Unit 3 -",
+            schematic_name="- TJB - Unit 3 -",
+            schematic_id=None,
+            node_type="SchematicNode",
+            aeros_schematic_id=schematic.id
+        )
+
+        nodes = await save_recusive_simulation_result_node(db_session=db_session, data=results, schematic_name=mainSchematic.node_name, schematic_id=mainSchematicId, aeros_schematic_id=schematic.id)
+        nodes.append(mainSchematic)
+
+        all_results.extend(nodes)
+
+    # delete old data
+    await db_session.execute(delete(AerosNode))
+
+    db_session.add_all(all_results)
+    await db_session.commit()
+
+async def execute_simulation(
+    *,
+    db_session: DbSession,
+    simulation_id: Optional[UUID] = None,
+    sim_data: dict,
+    is_saved: bool = False,
+):
+    """Execute the actual simulation call"""
+    print("Executing simulation with id: %s", simulation_id)
+
+    try:
+        response = await client.post(
+            f"{AEROS_BASE_URL}/api/Simulation/RunSimulation",
+            json=sim_data,
+            headers={"Content-Type": "application/json"},
+        )
+        response.raise_for_status()
+        result = response.json()
+
+        if is_saved:
+            simulation = await get_simulation_by_id(
+                db_session=db_session, simulation_id=simulation_id
+            )
+            simulation.status = "proccessing"
+            simulation.result = result
+            await db_session.commit()
+            await save_simulation_result(
+                db_session=db_session, simulation_id=simulation_id, result=result
+            )
+
+        print("Simulation completed with id: %s", simulation_id)
+        return result
+
+    except Exception as e:
+        simulation = await get_simulation_by_id(
+            db_session=db_session, simulation_id=simulation_id
+        )
+        simulation.status = "failed"
+        simulation.error = str(e)
+        await db_session.commit()
+
+        log.error("Simulation failed with error: %s", str(e))
+
+        raise HTTPException(
+            status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, detail=str(e)
+        )
+
+async def process_single_schematic(*, db_session: DbSession, sim_data: dict, schematic) -> List[AerosNode]:
+    """Process a single schematic simulation and return the nodes"""
+    try:
+        # Execute simulation for this schematic
+        results = await execute_simulation(db_session=db_session, sim_data=sim_data)
+
+        # Create main schematic node
+        mainSchematicId = uuid4()
+        mainSchematic = AerosNode(
+            id=mainSchematicId,
+            node_name="- TJB - Unit 3 -",
+            schematic_name="- TJB - Unit 3 -",
+            schematic_id=None,
+            node_type="SchematicNode",
+            aeros_schematic_id=schematic.id
+        )
+
+        # Process simulation results recursively
+        nodes = await save_recusive_simulation_result_node(
+            db_session=db_session,
+            data=results,
+            schematic_name=mainSchematic.node_name,
+            schematic_id=mainSchematicId,
+            aeros_schematic_id=schematic.id
+        )
+        nodes.append(mainSchematic)
+
+        return nodes
+
+    except Exception as e:
+        print(f"Error processing schematic {schematic.schematic_name}: {e}")
+        raise  # Re-raise to be caught by asyncio.gather
+
+async def save_recusive_simulation_result_node(*, db_session: DbSession, data, schematic_name: str, aeros_schematic_id ,schematic_id: Optional[UUID] = None):
+    ## Get All schematic
+
+    #doing multiple simulation with all schematic
+
+    #1 Record schmatic ID from master schematic, ex - TJB - Unit 3 - = 1
+    #2 Get The highest parent from Plot data using nodeName == schematicName
+    #3 save the highest parent, add master schematic ID, get highest parent_id,
+    #  continue looping through all plot data, check if it regular node and schemmaticName = highest parent schematic ID, save
+    # If schematicName = Parent schematic name, but not regular node, that mean that node is schematic and should have children
+    # search for children schematic and save them
+
+
+    plotResult = data["plotNodeOuts"]
+
+    results = []
+
+    for result in plotResult:
+
+        if result["schematicName"] == schematic_name and result["nodeType"] == "RegularNode":
+
+            node = AerosNode(
+                node_name=result["nodeName"],
+                schematic_id=schematic_id,
+                node_type="RegularNode",
+                schematic_name=schematic_name,
+                aeros_schematic_id=aeros_schematic_id
+            )
+
+            results.append(node)
+
+        elif result["schematicName"] == schematic_name and result["nodeType"] == "SubSchematic":
+            schematicId = uuid4()
+            schematic = AerosNode(
+                id=schematicId,
+                node_name=result["nodeName"],
+                schematic_name=schematic_name,
+                schematic_id=schematic_id,
+                node_type="SchematicNode",
+                aeros_schematic_id=aeros_schematic_id
+            )
+            results.append(schematic)
+
+            res = await save_recusive_simulation_result_node(db_session=db_session, data=data, schematic_name=result["nodeName"], schematic_id=schematicId, aeros_schematic_id=aeros_schematic_id)
+            results.extend(res)
+        else:
+            continue
+
+    return results
diff --git a/poetry.lock b/poetry.lock
index d7feb42..1c20e7b 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,140 @@
-# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.1.1 and should not be changed by hand.
+
+[[package]]
+name = "aiohappyeyeballs"
+version = "2.6.1"
+description = "Happy Eyeballs for asyncio"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
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+    {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"},
+]
+
+[[package]]
+name = "aiohttp"
+version = "3.12.14"
+description = "Async http client/server framework (asyncio)"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
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+speedups = ["Brotli ; platform_python_implementation == \"CPython\"", "aiodns (>=3.3.0)", "brotlicffi ; platform_python_implementation != \"CPython\""]
+
+[[package]]
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+python-versions = ">=3.9"
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 [[package]]
 name = "annotated-types"
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 gssauth = ["gssapi ; platform_system != \"Windows\"", "sspilib ; platform_system == \"Windows\""]
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+[[package]]
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+docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier"]
+tests = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
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+
 [[package]]
 name = "certifi"
 version = "2024.8.30"
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 [package.extras]
 standard = ["uvicorn[standard] (>=0.15.0)"]
 
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+    {file = "yarl-1.20.1-cp313-cp313t-win_amd64.whl", hash = "sha256:541d050a355bbbc27e55d906bc91cb6fe42f96c01413dd0f4ed5a5240513874f"},
+    {file = "yarl-1.20.1-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:e42ba79e2efb6845ebab49c7bf20306c4edf74a0b20fc6b2ccdd1a219d12fad3"},
+    {file = "yarl-1.20.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:41493b9b7c312ac448b7f0a42a089dffe1d6e6e981a2d76205801a023ed26a2b"},
+    {file = "yarl-1.20.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:f5a5928ff5eb13408c62a968ac90d43f8322fd56d87008b8f9dabf3c0f6ee983"},
+    {file = "yarl-1.20.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:30c41ad5d717b3961b2dd785593b67d386b73feca30522048d37298fee981805"},
+    {file = "yarl-1.20.1-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:59febc3969b0781682b469d4aca1a5cab7505a4f7b85acf6db01fa500fa3f6ba"},
+    {file = "yarl-1.20.1-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d2b6fb3622b7e5bf7a6e5b679a69326b4279e805ed1699d749739a61d242449e"},
+    {file = "yarl-1.20.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:749d73611db8d26a6281086f859ea7ec08f9c4c56cec864e52028c8b328db723"},
+    {file = "yarl-1.20.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9427925776096e664c39e131447aa20ec738bdd77c049c48ea5200db2237e000"},
+    {file = "yarl-1.20.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ff70f32aa316393eaf8222d518ce9118148eddb8a53073c2403863b41033eed5"},
+    {file = "yarl-1.20.1-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:c7ddf7a09f38667aea38801da8b8d6bfe81df767d9dfc8c88eb45827b195cd1c"},
+    {file = "yarl-1.20.1-cp39-cp39-musllinux_1_2_armv7l.whl", hash = "sha256:57edc88517d7fc62b174fcfb2e939fbc486a68315d648d7e74d07fac42cec240"},
+    {file = "yarl-1.20.1-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:dab096ce479d5894d62c26ff4f699ec9072269d514b4edd630a393223f45a0ee"},
+    {file = "yarl-1.20.1-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:14a85f3bd2d7bb255be7183e5d7d6e70add151a98edf56a770d6140f5d5f4010"},
+    {file = "yarl-1.20.1-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:2c89b5c792685dd9cd3fa9761c1b9f46fc240c2a3265483acc1565769996a3f8"},
+    {file = "yarl-1.20.1-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:69e9b141de5511021942a6866990aea6d111c9042235de90e08f94cf972ca03d"},
+    {file = "yarl-1.20.1-cp39-cp39-win32.whl", hash = "sha256:b5f307337819cdfdbb40193cad84978a029f847b0a357fbe49f712063cfc4f06"},
+    {file = "yarl-1.20.1-cp39-cp39-win_amd64.whl", hash = "sha256:eae7bfe2069f9c1c5b05fc7fe5d612e5bbc089a39309904ee8b829e322dcad00"},
+    {file = "yarl-1.20.1-py3-none-any.whl", hash = "sha256:83b8eb083fe4683c6115795d9fc1cfaf2cbbefb19b3a1cb68f6527460f483a77"},
+    {file = "yarl-1.20.1.tar.gz", hash = "sha256:d017a4997ee50c91fd5466cef416231bb82177b93b029906cefc542ce14c35ac"},
+]
+
+[package.dependencies]
+idna = ">=2.0"
+multidict = ">=4.0"
+propcache = ">=0.2.1"
+
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.11"
-content-hash = "47699b3d49d0014f8e97307d48d50b684755a53f62120ec9be634937d5389ab0"
+content-hash = "9515262811b7bbd860f9645b0b97f74abc4253ed33edd9c2eb843a056ad757f2"
diff --git a/pyproject.toml b/pyproject.toml
index 251c33c..0209f4b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -28,6 +28,7 @@ psycopg2-binary = "^2.9.10"
 greenlet = "^3.1.1"
 isort = "^6.0.1"
 dotenv = "^0.9.9"
+aiohttp = "^3.12.14"
 
 
 [build-system]
diff --git a/src/aeros_equipment/service.py b/src/aeros_equipment/service.py
index e6ca8c4..70b7194 100644
--- a/src/aeros_equipment/service.py
+++ b/src/aeros_equipment/service.py
@@ -3,7 +3,7 @@ from uuid import UUID
 import logging
 import httpx
 from fastapi import HTTPException, status
-from sqlalchemy import Delete, Select, func, desc
+from sqlalchemy import Delete, Select, func, desc, and_
 from sqlalchemy.orm import selectinload
 
 from src.auth.service import CurrentUser
@@ -15,6 +15,12 @@ from .schema import EquipmentConfiguration
 from src.aeros_project.model import AerosProject
 from src.aeros_simulation.model import AerosNode
 import asyncio
+import re
+import requests
+import json
+from src.utils import save_to_pastebin
+import pandas as pd
+from src.aeros_simulation.service import get_aeros_schematic_by_name
 
 client = httpx.AsyncClient(timeout=300.0)
 log = logging.getLogger()
@@ -106,6 +112,7 @@ async def get_by_id(*, db_session: DbSession, id: UUID):
 
     return aerosEquipmentResult, aerosEquipmentData
 
+
 async def get_aeros_equipment_by_location_tag(*, location_tag: Union[str, List[str]], project_name):
     if isinstance(location_tag, str):
         location_tag = [location_tag]
@@ -131,7 +138,9 @@ async def get_aeros_equipment_by_location_tag(*, location_tag: Union[str, List[s
                 status_code=status.HTTP_404_NOT_FOUND, detail="AerosEquipment not found"
             )
 
-        return aerosEquipmentData
+        df = pd.DataFrame(aerosEquipmentData)
+
+        return df.drop_duplicates().to_dict('records')
 
     except Exception as e:
         raise HTTPException(
@@ -144,6 +153,7 @@ async def update_node(
 ):
     updateNodeReq = {"projectName": project_name, "regNodeInputs": equipment_nodes}
 
+
     try:
         response = await client.post(
             f"{AEROS_BASE_URL}/api/UpdateDisParams/UpdateEquipmentDistributions",
@@ -209,44 +219,76 @@ async def save_default_equipment(*, db_session: DbSession, project_name: str):
         )
 
 
-async def fetch_equipment_data_concurrent(equipment_item, client: httpx.AsyncClient):
+def get_asset_batch(location_tags: List[str],
+                   base_url: str = "http://192.168.1.82:8000",
+                   timeout: int = 30)-> dict:
     """
-    Fetch both MTTR and reliability data for a single equipment concurrently
+    Get asset batch data using GET request with JSON body.
+
+    Args:
+        location_tags: List of location tag strings
+        base_url: Base URL for the API
+        timeout: Request timeout in seconds
+
+    Returns:
+        Dictionary with response data or None if error
     """
-    location_tag = equipment_item["equipmentName"]
+    url = f"{base_url}/reliability/asset/batch"
+    results = defaultdict(dict)
+
+    payload = {
+        "location_tags": location_tags
+    }
+
+    headers = {
+        'Content-Type': 'application/json'
+    }
+
+    try:
+        response = requests.get(
+            url,
+            json=payload,
+            headers=headers,
+            timeout=timeout
+        )
+
+        response.raise_for_status()  # Raises an HTTPError for bad responses
+        data = response.json()
+        reliabiility_data = data.get("data", [])
 
-    # Run both API calls concurrently for this equipment
-    mttr_task = get_equipment_mttr(location_tag=location_tag, client=client)
-    reliability_task = get_equipment_reliability_parameter(location_tag=location_tag, client=client)
 
-    # Wait for both to complete
-    mttr, reliability_data = await asyncio.gather(mttr_task, reliability_task, return_exceptions=True)
+        for item in reliabiility_data:
+            location_tag = item["location_tag"]
+            results[location_tag]["cmDisP1"] = item.get("mttr", 0)
+            results[location_tag]["relDisType"] = item["distribution"]
+            results[location_tag]["relDisP1"] = item.get("parameters", 0).get("beta", 0)
+            results[location_tag]["relDisP2"] = item.get("parameters", 0).get("eta", 0)
 
+        return results
 
-    # Handle exceptions
-    if isinstance(mttr, Exception):
-        log.error(f"MTTR fetch failed for {location_tag}: {mttr}")
-        mttr = 0
 
-    if isinstance(reliability_data, Exception):
-        log.error(f"Reliability fetch failed for {location_tag}: {reliability_data}")
-        reliability_data = {"distribution": "", "beta": 0, "eta": 0}
+    except Exception as e:
+        raise HTTPException(
+            status_code=status.HTTP_500_INTERNAL_SERVER_ERROR,
+            detail="Failed to fetch asset batch data " + str(e)
+        )
 
-    # Update the equipment item
-    equipment_item["cmDisP1"] = mttr
-    equipment_item["relDisType"] = "NHPPTTFF"
-    equipment_item["relDisP1"] = reliability_data["beta"]
-    equipment_item["relDisP2"] = reliability_data["eta"]
 
-    return equipment_item
 
 
 async def update_equipment_for_simulation(*, db_session: DbSession, project_name: str, schematic_name: str):
     log.info("Updating equipment for simulation")
 
+    aeros_schematic = await get_aeros_schematic_by_name(db_session=db_session, schematic_name=schematic_name)
+
     equipments = Select(AerosEquipment).where(
         AerosEquipment.location_tag.isnot(None)
-    ).join(AerosEquipment.aeros_node).filter(AerosNode.schematic_name == schematic_name)
+    ).join(AerosEquipment.aeros_node).filter(and_(
+        AerosNode.aeros_schematic_id == aeros_schematic.id,
+        AerosNode.node_type == "RegularNode"
+    ))
+
+    print("Getting equipment nodes")
 
     equipment_nodes = await db_session.execute(equipments)
     reg_nodes = [node.location_tag for node in equipment_nodes.scalars().all()]
@@ -256,13 +298,20 @@ async def update_equipment_for_simulation(*, db_session: DbSession, project_name
             location_tag=reg_nodes, project_name=project_name
     )
 
+    print("Getting reliability data")
+    reliability_data = get_asset_batch(reg_nodes)
+
     reqNodeInputs = []
 
-    async with httpx.AsyncClient(timeout=300.0) as client:
-        for eq in nodes_data:
+    for eq in nodes_data:
             try:
-                updated_eq = await fetch_equipment_data_concurrent(eq, client)
-                reqNodeInputs.append(updated_eq)
+                reliabiility = reliability_data.get(eq["equipmentName"], {})
+                eq["cmDisP1"] = reliabiility.get("cmDisP1", 0)
+                eq["relDisType"] = "NHPPTTFF"
+                eq["relDisP1"] = reliabiility.get("relDisP1", 0)
+                eq["relDisP2"] = reliabiility.get("relDisP2", 0)
+
+                reqNodeInputs.append(eq)
             except Exception as e:
                 print(f"Error fetching data for {eq['equipmentName']}: {e}")
                 # Add equipment with default values
@@ -272,8 +321,9 @@ async def update_equipment_for_simulation(*, db_session: DbSession, project_name
                 eq["relDisP2"] = 0
                 reqNodeInputs.append(eq)
 
+    print("Updating equipment for simulation")
     await update_node(db_session=db_session, equipment_nodes=reqNodeInputs, project_name=project_name)
-    log.info("Updated equipment for simulation")
+    print("Updated equipment for simulation")
 
 
 # Optimized individual fetch functions
diff --git a/src/aeros_simulation/model.py b/src/aeros_simulation/model.py
index e8f1c0d..2098d70 100644
--- a/src/aeros_simulation/model.py
+++ b/src/aeros_simulation/model.py
@@ -3,7 +3,7 @@ from sqlalchemy.orm import relationship
 
 from src.database.core import Base
 from src.models import DefaultMixin
-
+import uuid
 
 class AerosSimulation(Base, DefaultMixin):
     __tablename__ = "rbd_tr_aeros_simulation"
@@ -25,26 +25,37 @@ class AerosSimulation(Base, DefaultMixin):
         "AerosSimulationPlotResult", back_populates="aeros_simulation", lazy="raise"
     )
 
+class AerosSchematic(Base, DefaultMixin):
+    __tablename__ = "rbd_ms_aeros_schematic"
+
+    schematic_name = Column(String, nullable=False)
+    alias = Column(String, nullable=False)
 
 class AerosNode(Base, DefaultMixin):
     __tablename__ = "rbd_ms_aeros_node"
 
+    id = Column(
+        UUID(as_uuid=True),
+        primary_key=True,
+        default=uuid.uuid4,
+        unique=True,
+        nullable=False,
+    )
     node_type = Column(String, nullable=False)
     original_node_id = Column(Integer, nullable=False)
     node_id = Column(Integer, nullable=False)
     node_name = Column(String, nullable=False)
     structure_name = Column(String, nullable=False)
     schematic_name = Column(String, nullable=False)
-    schematic_id = Column(
-        Integer, ForeignKey("rbd_ms_aeros_node.ref_schematic_id"), nullable=False
-    )
+    schematic_id = Column(UUID(as_uuid=True),ForeignKey("rbd_ms_aeros_node.id"), nullable=False)
     original_schematic_id = Column(Integer, nullable=False)
     ref_schematic_id = Column(Integer, nullable=False)
     orignal_ref_schematic_id = Column(Integer, nullable=False)
+    aeros_schematic_id = Column(UUID(as_uuid=True),ForeignKey("rbd_ms_aeros_schematic.id") ,nullable=False)
 
     parent = relationship(
         "AerosNode",
-        remote_side=[ref_schematic_id],
+        remote_side=[id],
         back_populates="children",
         foreign_keys=[schematic_id],
     )
diff --git a/src/aeros_simulation/router.py b/src/aeros_simulation/router.py
index 4e150ef..213601c 100644
--- a/src/aeros_simulation/router.py
+++ b/src/aeros_simulation/router.py
@@ -2,7 +2,7 @@ from datetime import datetime
 from typing import List, Optional
 from uuid import UUID
 
-from fastapi import APIRouter, BackgroundTasks, HTTPException, background, status
+from fastapi import APIRouter, BackgroundTasks, HTTPException, background, status, Query
 
 from src.auth.service import CurrentUser
 from src.database.core import DbSession
@@ -15,6 +15,7 @@ from .schema import (
     SimulationInput,
     SimulationPagination,
     SimulationPlotResult,
+    SimulationCalc
 )
 from .service import (
     create_simulation,
@@ -61,6 +62,7 @@ async def run_simulations(
     try:
         sim_data = simulation_in.model_dump(exclude={"SimulationName"})
         sim_data["HubCnnId"] = str(simulation_id)
+        sim_data["projectName"] = project.project_name
 
 
         ##background_tasks.add_task(execute_simulation, db_session=db_session ,simulation_id=simulation_id, sim_data=sim_data)
@@ -87,12 +89,12 @@ async def run_simulations(
 
 @router.get(
     "/result/calc/{simulation_id}",
-    response_model=StandardResponse[SimulationCalcResult],
+    response_model=StandardResponse[List[SimulationCalc]],
 )
-async def get_simulation_result(db_session: DbSession, simulation_id):
+async def get_simulation_result(db_session: DbSession, simulation_id, schematic_name: Optional[str] = Query(None)):
     """Get simulation result."""
     simulation_result = await get_simulation_with_calc_result(
-        db_session=db_session, simulation_id=simulation_id
+        db_session=db_session, simulation_id=simulation_id, schematic_name=schematic_name
     )
 
     return {
diff --git a/src/aeros_simulation/schema.py b/src/aeros_simulation/schema.py
index 0e65b1e..12fa03c 100644
--- a/src/aeros_simulation/schema.py
+++ b/src/aeros_simulation/schema.py
@@ -9,7 +9,6 @@ from src.models import BaseModel, Pagination
 
 # Pydantic models for request/response validation
 class SimulationInput(BaseModel):
-    projectName: str = "OffshoreGas"
     SchematicName: str = "Main"
     SimSeed: int = 1
     SimDuration: int = 3
@@ -25,8 +24,7 @@ class SimulationNode(BaseModel):
     node_name: Optional[str]
     structure_name: Optional[str]
     schematic_name: Optional[str]
-    schematic_id: Optional[int]
-
+    schematic_id: Optional[UUID]
 
 class SimulationCalc(BaseModel):
     id: UUID
@@ -59,7 +57,6 @@ class SimulationCalc(BaseModel):
     stg_input: float
     aeros_node: SimulationNode
 
-
 class SimulationPlot(BaseModel):
     id: UUID
     max_flow_rate: float
@@ -70,6 +67,11 @@ class SimulationPlot(BaseModel):
     aeros_node: SimulationNode
 
 
+
+class SimulationNodeWithResult(SimulationNode):
+    calc_results: List[SimulationCalc]
+
+
 class SimulationCalcResult(BaseModel):
     id: UUID
     calc_results: List[SimulationCalc]
diff --git a/src/aeros_simulation/service.py b/src/aeros_simulation/service.py
index f10611e..09f962a 100644
--- a/src/aeros_simulation/service.py
+++ b/src/aeros_simulation/service.py
@@ -1,6 +1,6 @@
 from datetime import datetime
 from typing import Optional
-from uuid import UUID
+from uuid import uuid4, uuid4, UUID
 import logging
 import httpx
 from fastapi import HTTPException, status
@@ -10,7 +10,9 @@ from sqlalchemy.orm import selectinload
 from src.config import AEROS_BASE_URL, DEFAULT_PROJECT_NAME
 from src.database.core import DbSession
 from src.database.service import CommonParameters, search_filter_sort_paginate
-
+from src.utils import save_to_pastebin
+import aiohttp
+import asyncio
 log = logging.getLogger(__name__)
 
 from .model import (
@@ -18,6 +20,7 @@ from .model import (
     AerosSimulation,
     AerosSimulationCalcResult,
     AerosSimulationPlotResult,
+    AerosSchematic
 )
 from .schema import SimulationInput
 
@@ -70,25 +73,58 @@ async def get_simulation_node_by(*, db_session: DbSession, **kwargs):
     return result.scalar()
 
 
-async def get_or_save_node(*, db_session: DbSession, node_data: dict):
+async def get_or_save_node(*, db_session: DbSession, node_data: dict, type: str = "calc"):
     """Get a simulation node by column."""
     node = await get_simulation_node_by(
-        db_session=db_session, node_id=node_data["nodeId"]
+        db_session=db_session, node_name=node_data["nodeName"]
     )
 
+    raise Exception(node_data)
+
+
     if not node:
-        node = AerosNode(
-            node_type=node_data["nodeType"],
-            original_node_id=node_data["originalNodeId"],
-            node_id=node_data["nodeId"],
-            node_name=node_data["nodeName"],
-            structure_name=node_data["structureName"],
-            schematic_name=node_data["schematicName"],
-            schematic_id=node_data["schematicId"],
-            original_schematic_id=node_data["originalSchematicId"],
-            ref_schematic_id=node_data["refSchematicId"],
-            orignal_ref_schematic_id=node_data["orignalRefSchematicId"],
-        )
+        print("Creating new node")
+        save = save_to_pastebin(str(node_data))
+        print(save)
+
+        if type == "calc":
+            print("Creating calc node")
+            node = AerosNode(
+                node_name=node_data["nodeName"],
+                node_type=node_data["nodeType"],
+                node_id=convert_id_to_none_if_negative(node_data["nodeId"]),
+                original_node_id=convert_id_to_none_if_negative(node_data["originalNodeId"]),
+                structure_name=node_data["structureName"],
+                schematic_name=node_data["schematicName"],
+                schematic_id=convert_id_to_none_if_negative(node_data["schematicId"]),
+                original_schematic_id=convert_id_to_none_if_negative(
+                    node_data["originalSchematicId"]
+                ),
+                ref_schematic_id=convert_id_to_none_if_negative(node_data["refSchematicId"]),
+                orignal_ref_schematic_id=convert_id_to_none_if_negative(
+                    node_data["orinalRefSchematic"]
+                ),
+            )
+        else:
+            print("Creating plot node")
+            nodeId = convert_id_to_none_if_negative(node_data["nodeId"])
+            nodeName = node_data["nodeName"]
+            node = AerosNode(
+                node_name=nodeName,
+                node_type=node_data["nodeType"],
+                node_id=nodeId,
+                original_node_id=convert_id_to_none_if_negative(node_data["originalNodeId"]),
+                schematic_name=node_data["schematicName"],
+                schematic_id=convert_id_to_none_if_negative(node_data["parentSchematicId"]),
+                original_schematic_id=convert_id_to_none_if_negative(
+                    node_data["originalParentSchematicId"]
+                ),
+                ref_schematic_id=convert_id_to_none_if_negative(node_data["targetSchematicId"]),
+                orignal_ref_schematic_id=convert_id_to_none_if_negative(
+                    node_data["originalTargetSchematicId"]
+                ),
+                )
+
 
         db_session.add(node)
         await db_session.commit()
@@ -104,7 +140,7 @@ async def execute_simulation(
     is_saved: bool = False,
 ):
     """Execute the actual simulation call"""
-    log.info("Executing simulation with id: %s", simulation_id)
+    print("Executing simulation with id: %s", simulation_id, sim_data["SchematicName"])
 
     try:
         response = await client.post(
@@ -123,10 +159,10 @@ async def execute_simulation(
             simulation.result = result
             await db_session.commit()
             await save_simulation_result(
-                db_session=db_session, simulation_id=simulation_id, result=result
+                db_session=db_session, simulation_id=simulation_id, result=result, schematic_name=sim_data["SchematicName"]
             )
 
-        log.info("Simulation completed with id: %s", simulation_id)
+        print("Simulation completed with id: %s", simulation_id)
         return result
 
     except Exception as e:
@@ -144,38 +180,50 @@ async def execute_simulation(
         )
 
 
-async def get_all_aeros_node(*, db_session: DbSession):
+async def get_all_aeros_node(*, db_session: DbSession, schematic_name: Optional[str] = None):
     query = select(AerosNode)
+
+    if schematic_name:
+        aeros_schematic = await get_aeros_schematic_by_name(db_session=db_session, schematic_name=schematic_name)
+
+        if not aeros_schematic:
+            raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail="Schematic not found")
+
+        query = query.where(AerosNode.aeros_schematic_id == aeros_schematic.id)
+
     results = await db_session.execute(query)
     return results.scalars().all()
 
 
+
 async def save_simulation_result(
-    *, db_session: DbSession, simulation_id: UUID, result: dict
+    *, db_session: DbSession, simulation_id: UUID, result: dict, schematic_name: str
 ):
+    print("Saving simulation result")
     """Save the simulation result."""
     calc_result = result["nodeResultOuts"]
     plot_result = result["plotNodeOuts"]
 
     """Save the simulation result"""
     avaiable_nodes = {
-        node.node_id: node
-        for node in await get_all_aeros_node(db_session=db_session)
+        node.node_name: node
+        for node in await get_all_aeros_node(db_session=db_session, schematic_name=schematic_name)
     }
     calc_objects = []
     plot_objects = []
 
+
     try:
         for result in calc_result:
-            node = avaiable_nodes.get(result["nodeId"], None)
+            node = avaiable_nodes.get(result["nodeName"], None)
             if not node:
-                if result["nodeName"] == "Main":
-                    node = await get_simulation_node_by(
-                        db_session=db_session, node_name=result["nodeName"]
-                    )
-                else:
+                if result["nodeType"] != "RegularNode" and result["nodeType"] != "Schematic":
                     continue
 
+                node = await get_or_save_node(
+                    db_session=db_session, node_data=result, type="calc"
+                )
+
             calc_result = AerosSimulationCalcResult(
                 aeros_simulation_id=simulation_id,
                 aeros_node_id=node.id,
@@ -209,20 +257,19 @@ async def save_simulation_result(
                 stg_output=result["stgOutput"],
                 average_level=result["averageLevel"],
                 potential_production=result["potentialProduction"],
-                eaf=result["production"] / result["idealProduction"],
+                eaf=result["production"] / result["idealProduction"] if result["idealProduction"] > 0 else 0,
             )
 
             calc_objects.append(calc_result)
 
         for result in plot_result:
-            node = avaiable_nodes.get(result["nodeId"], None)
+            node = avaiable_nodes.get(result["nodeName"], None)
             if not node:
-                if result["nodeName"] == "Main":
-                    node = await get_simulation_node_by(
-                        db_session=db_session, node_name=result["nodeName"]
-                    )
-                else:
+                if result["nodeType"] != "RegularNode" and result["nodeType"] != "Schematic":
                     continue
+                node = await get_or_save_node(
+                    db_session=db_session, node_data=result, type="plot"
+                )
 
             plot_result = AerosSimulationPlotResult(
                 aeros_simulation_id=simulation_id,
@@ -261,76 +308,142 @@ async def save_simulation_result(
 
     return
 
+async def process_single_schematic(*, db_session: DbSession, sim_data: dict, schematic):
+    """Process a single schematic simulation and return the nodes"""
+    try:
+        # Execute simulation for this schematic
+        results = await execute_simulation(db_session=db_session, sim_data=sim_data)
+
+        # Create main schematic node
+        mainSchematicId = uuid4()
+        mainSchematic = AerosNode(
+            id=mainSchematicId,
+            node_name=schematic.schematic_name,
+            schematic_name=schematic.schematic_name,
+            schematic_id=None,
+            node_type="SchematicNode",
+            aeros_schematic_id=schematic.id,
+            structure_name=schematic.schematic_name
+        )
 
-async def save_default_simulation_node(
-    *, db_session: DbSession, project_name: str = "trialapi"
-):
-    sim_data = {
-        "projectName": project_name,
-        "SchematicName": "- BTG_PC -",
-        "SimSeed": 1,
-        "SimDuration": 3,
-        "DurationUnit": "UYear",
-        "SimNumRun": 1,
-    }
+        # Process simulation results recursively
+        nodes = await save_recusive_simulation_result_node(
+            db_session=db_session,
+            data=results,
+            schematic_name=mainSchematic.node_name,
+            schematic_id=mainSchematicId,
+            aeros_schematic_id=schematic.id
+        )
+        nodes.append(mainSchematic)
 
+        return nodes
 
-    results = await execute_simulation(db_session=db_session, sim_data=sim_data)
-    nodes = []
+    except Exception as e:
+        print(f"Error processing schematic {schematic.schematic_name}: {e}")
+        raise  # Re-raise to be caught by asyncio.gather
 
-    # delete old data
-    await db_session.execute(delete(AerosNode))
+async def save_recusive_simulation_result_node(*, db_session: DbSession, data, schematic_name: str, aeros_schematic_id ,schematic_id: Optional[UUID] = None):
+    ## Get All schematic
+
+    #doing multiple simulation with all schematic
+
+    #1 Record schmatic ID from master schematic, ex - TJB - Unit 3 - = 1
+    #2 Get The highest parent from Plot data using nodeName == schematicName
+    #3 save the highest parent, add master schematic ID, get highest parent_id,
+    #  continue looping through all plot data, check if it regular node and schemmaticName = highest parent schematic ID, save
+    # If schematicName = Parent schematic name, but not regular node, that mean that node is schematic and should have children
+    # search for children schematic and save them
 
-    plotResult = results["plotNodeOuts"]
-    nodeResult = results["nodeResultOuts"]
-
-    for result in nodeResult:
-        aeros_node = AerosNode(
-            node_name=result["nodeName"],
-            node_type=result["nodeType"],
-            node_id=convert_id_to_none_if_negative(result["nodeId"]),
-            original_node_id=convert_id_to_none_if_negative(result["originalNodeId"]),
-            structure_name=result["structureName"],
-            schematic_name=result["schematicName"],
-            schematic_id=convert_id_to_none_if_negative(result["schematicId"]),
-            original_schematic_id=convert_id_to_none_if_negative(
-                result["originalSchematicId"]
-            ),
-            ref_schematic_id=convert_id_to_none_if_negative(result["refSchematicId"]),
-            orignal_ref_schematic_id=convert_id_to_none_if_negative(
-                result["orinalRefSchematic"]
-            ),
-        )
-        nodes.append(aeros_node)
+
+    plotResult = data["plotNodeOuts"]
+
+    structure_names = {result["nodeName"]:result["structureName"] for result in data["nodeResultOuts"]}
+
+    results = []
 
     for result in plotResult:
-        nodeId = convert_id_to_none_if_negative(result["nodeId"])
-        nodeName = result["nodeName"]
-
-        # Check in node name and nodeid already exists in nodes
-        if not any(
-            node.node_name == nodeName and node.node_id == nodeId for node in nodes
-        ):
-            aeros_node = AerosNode(
-                node_name=nodeName,
-                node_type=result["nodeType"],
-                node_id=nodeId,
-                original_node_id=convert_id_to_none_if_negative(result["originalNodeId"]),
-                schematic_name=result["schematicName"],
-                schematic_id=convert_id_to_none_if_negative(result["parentSchematicId"]),
-                original_schematic_id=convert_id_to_none_if_negative(
-                    result["originalParentSchematicId"]
-                ),
-                ref_schematic_id=convert_id_to_none_if_negative(result["targetSchematicId"]),
-                orignal_ref_schematic_id=convert_id_to_none_if_negative(
-                    result["originalTargetSchematicId"]
-                ),
+
+        if result["schematicName"] == schematic_name and result["nodeType"] == "RegularNode":
+
+            node = AerosNode(
+                node_name=result["nodeName"],
+                schematic_id=schematic_id,
+                node_type="RegularNode",
+                schematic_name=schematic_name,
+                aeros_schematic_id=aeros_schematic_id,
+                structure_name=structure_names.get(result["nodeName"])
             )
-            nodes.append(aeros_node)
 
+            results.append(node)
+
+        elif result["schematicName"] == schematic_name and result["nodeType"] == "SubSchematic":
+            schematicId = uuid4()
+            schematic = AerosNode(
+                id=schematicId,
+                node_name=result["nodeName"],
+                schematic_name=schematic_name,
+                schematic_id=schematic_id,
+                node_type="SchematicNode",
+                aeros_schematic_id=aeros_schematic_id,
+                structure_name=structure_names.get(result["nodeName"])
+            )
+            results.append(schematic)
+
+            res = await save_recusive_simulation_result_node(db_session=db_session, data=data, schematic_name=result["nodeName"], schematic_id=schematicId, aeros_schematic_id=aeros_schematic_id)
+            results.extend(res)
+        else:
+            continue
+
+    return results
+
+
+async def get_aeros_schematic_by_name(*, db_session: DbSession, schematic_name: str):
+    query = select(AerosSchematic).where(AerosSchematic.schematic_name == schematic_name)
+    results = await db_session.execute(query)
+    return results.scalar_one_or_none()
+
+async def save_default_simulation_node(
+    *, db_session: DbSession, project_name: str = "trialapi"
+):
+    tasks = []
+    all_results = []
+    # Get all schematic
+    schematics = await get_all_schematic_aeros(db_session=db_session)
+
+    for schematic in schematics:
+        sim_data = {
+            "projectName": project_name,
+            "SchematicName": schematic.schematic_name,
+            "SimSeed": 1,
+            "SimDuration": 1,
+            "DurationUnit": "UMinute",
+            "SimNumRun": 1,
+        }
+
+        # Create a task for each simulation
+        results = await process_single_schematic(
+            db_session=db_session,
+            sim_data=sim_data,
+            schematic=schematic
+        )
 
+        all_results.extend(results)
 
-    db_session.add_all(nodes)
+
+    # all_results_lists = await asyncio.gather(*tasks, return_exceptions=True)
+
+
+    # for i, result in enumerate(all_results_lists):
+    #     if isinstance(result, Exception):
+    #         print(f"Simulation failed for schematic {schematics[i].schematic_name}: {result}")
+    #         # You might want to handle this differently based on your requirements
+    #         continue
+    #     all_results.extend(result)
+
+    # # delete old data
+    await db_session.execute(delete(AerosNode))
+
+    db_session.add_all(all_results)
     await db_session.commit()
 
 
@@ -357,21 +470,24 @@ async def create_simulation(*, db_session: DbSession, simulation_in: SimulationI
 
 
 async def get_simulation_with_calc_result(
-    *, db_session: DbSession, simulation_id: UUID, aeros_node_id: Optional[UUID] = None
+    *, db_session: DbSession, simulation_id: UUID, aeros_node_id: Optional[UUID] = None, schematic_name: Optional[str] = None
 ):
     """Get a simulation by id."""
-    query = (
-        select(AerosSimulation)
-        .where(AerosSimulation.id == simulation_id)
-        .options(
-            selectinload(AerosSimulation.calc_results).options(
-                selectinload(AerosSimulationCalcResult.aeros_node)
-            )
-        )
-    )
+    query = (select(AerosSimulationCalcResult).filter(
+        AerosSimulationCalcResult.aeros_simulation_id == simulation_id))
+
+
+    if schematic_name:
+        query = query.join(
+            AerosNode, AerosNode.id == AerosSimulationCalcResult.aeros_node_id
+        ).filter(AerosNode.structure_name.contains(schematic_name))
+
+    query = query.options(
+        selectinload(AerosSimulationCalcResult.aeros_node))
 
     simulation = await db_session.execute(query)
-    return simulation.scalar()
+
+    return simulation.scalars().all()
 
 
 async def get_simulation_with_plot_result(
@@ -424,3 +540,43 @@ async def get_custom_parameters(*, db_session: DbSession, simulation_id: UUID):
     )
     result = await db_session.execute(query)
     return result.scalars().all()
+
+async def get_regular_nodes_by_schematic(*, db_session: DbSession, schematic_name: str) -> set[UUID]:
+    """
+    Get all regular node IDs that are descendants of a given schematic (system or subsystem).
+    Uses recursive CTE to traverse the hierarchy.
+    """
+
+    # Using recursive CTE to find all descendants
+    # First, find the root node(s) with the given schematic name
+    root_cte = (
+        select(AerosNode.id, AerosNode.schematic_id, AerosNode.ref_schematic_id,AerosNode.node_type, AerosNode.node_name)
+        .where(AerosNode.node_name == schematic_name)
+        .cte(name="hierarchy", recursive=True)
+    )
+
+    # Recursive part: find all children
+    children_cte = (
+        select(AerosNode.id, AerosNode.schematic_id,AerosNode.ref_schematic_id ,AerosNode.node_type, AerosNode.node_name)
+        .select_from(
+            AerosNode.join(root_cte, AerosNode.schematic_id == root_cte.c.ref_schematic_id)
+        )
+    )
+
+    # Union the base case and recursive case
+    hierarchy_cte = root_cte.union_all(children_cte)
+
+    # Final query to get only regular nodes from the hierarchy
+    query = (
+        select(hierarchy_cte.c.id)
+        .where(hierarchy_cte.c.node_type == "RegularNode")  # Adjust this condition based on your node_type values
+    )
+
+    result = await db_session.execute(query)
+    return set(result.scalars().all())
+
+
+async def get_all_schematic_aeros(*, db_session: DbSession):
+    query = select(AerosSchematic)
+    results = await db_session.execute(query)
+    return results.scalars().all()
diff --git a/src/utils.py b/src/utils.py
index 9d6aa8f..b016d0b 100644
--- a/src/utils.py
+++ b/src/utils.py
@@ -120,3 +120,22 @@ def get_latest_numOfFail(location_tag, token) -> float:
     except requests.exceptions.RequestException as e:
         print(f"Error fetching data: {e}")
         return 0
+
+
+
+PASTEBIN_API_KEY = 'G9uCTzoI1CJWCupt5lcZRpijondt5jwA'  # Replace this with your actual API key
+
+def save_to_pastebin(data, title="Result Log", expire_date="1H"):
+    url = "https://pastebin.com/api/api_post.php"
+    payload = {
+        'api_dev_key': PASTEBIN_API_KEY,
+        'api_option': 'paste',
+        'api_paste_code': data,
+        'api_paste_name': title,
+        'api_paste_expire_date': expire_date,  # Example: 10M, 1H, 1D, N (never)
+    }
+    response = requests.post(url, data=payload)
+    if response.status_code == 200:
+        return response.text  # This will be the paste URL
+    else:
+        return f"Error: {response.status_code} - {response.text}"