add features: add simulation model & result into db

.gitignore

@@ -2,3 +2,4 @@ env/
 __pycache__/
 venv/
 .env
+.venv

src/aeros_project/model.py

@@ -1,12 +1,534 @@
-from sqlalchemy import JSON, UUID, Column, DateTime, Float, ForeignKey, Integer, String
+from sqlalchemy import (
+    JSON, 
+    UUID, 
+    TIMESTAMP, 
+    Column, 
+    DateTime, 
+    Float, 
+    ForeignKey,
+    Numeric, 
+    Integer, 
+    String,
+    Text
+)
 from sqlalchemy.orm import relationship
+from sqlalchemy.dialects.postgresql import UUID, JSONB
+from sqlalchemy.sql import func
 
 from src.database.core import Base
 from src.models import DefaultMixin
 
+import uuid
+
 
 class AerosProject(Base, DefaultMixin):
     __tablename__ = "rbd_ms_aeros_project"
 
     project_name = Column(String, nullable=False)
     aro_file_path = Column(String, nullable=False)
+    
+
+
+# AF
+class SimulationModel(Base):
+    id = Column(
+        UUID(as_uuid=True), 
+        primary_key=True, 
+        index=True, 
+        default=uuid.uuid4,
+        # server_default=text("uuid_generate_v4()")
+    )
+    name = Column(
+        String, 
+        # unique=True, 
+        index=True, 
+        nullable=True
+    )
+    payload = Column(JSON, nullable=True)
+    gui_payload = Column(JSON, nullable=True)
+    
+    # realtionship
+    schemas = relationship("SimulationModelSchema", back_populates="model") # 1-to-many
+    assets = relationship("SimulationModelAsset", back_populates="model") # 1-to-many
+    
+    created_at = Column(TIMESTAMP(timezone=True), server_default=func.now())
+    updated_at = Column(TIMESTAMP(timezone=True), server_default=func.now(), onupdate=func.now())
+    deleted_at = Column(TIMESTAMP(timezone=True), nullable=True)
+
+class SimulationTask(Base):
+    id = Column(String, primary_key=True, index=True)
+    model_id = Column(Integer, nullable=False)
+    status = Column(String, default="pending") # pending, running, completed, failed
+    progress = Column(Integer, default=0)
+    params = Column(JSON, nullable=True)
+    result = Column(JSON, nullable=True)
+    error = Column(String, nullable=True)
+    created_at = Column(String, nullable=False)
+    updated_at = Column(String, nullable=False)
+
+
+# AF
+class SimulationMasterType(Base):
+    __tablename__ = "simulation_master_types"
+    
+    id = Column(
+        UUID(as_uuid=True), 
+        primary_key=True, 
+        index=True, 
+        default=uuid.uuid4,
+        # server_default=text("uuid_generate_v4()")
+    )
+    name = Column(Text, nullable=True)
+
+    created_at = Column(TIMESTAMP(timezone=True), server_default=func.now())
+    updated_at = Column(TIMESTAMP(timezone=True), server_default=func.now(), onupdate=func.now())
+    deleted_at = Column(TIMESTAMP(timezone=True), nullable=True)
+    
+    # relationships
+    model_asset_distributions = relationship("SimulationModelAssetDistribution", back_populates="type") # 1-to-many
+    model_schemas = relationship("SimulationModelSchema", back_populates="type") # 1-to-many
+    model_asset_repair_durations = relationship("SimulationModelAssetRepairDuration", back_populates="type") # many-to-1
+    result_events = relationship("SimulationResultEvent", back_populates="type") # 1-to-many
+
+
+class SimulationModelSchema(Base):
+    __tablename__ = "simulation_model_schemas"
+    
+    id = Column(
+        UUID(as_uuid=True), 
+        primary_key=True, 
+        index=True, 
+        default=uuid.uuid4,
+        # server_default=text("uuid_generate_v4()")
+    )
+    
+    simulation_model_id = Column(
+        UUID(as_uuid=True),
+        ForeignKey("simulation_model.id"),
+        nullable=True
+    )
+    # self reference
+    simulation_model_schemas_id = Column(
+        UUID(as_uuid=True),
+        ForeignKey("simulation_model_schemas.id"),
+        nullable=True
+    )
+    type_id = Column(
+        UUID(as_uuid=True),
+        ForeignKey("simulation_master_types.id"),
+        nullable=True
+    )
+    
+    schemaId = Column(Text, nullable=True) # not a foreign key
+    name = Column(Text, nullable=True)
+    
+    created_at = Column(TIMESTAMP(timezone=True), server_default=func.now())
+    updated_at = Column(TIMESTAMP(timezone=True), server_default=func.now(), onupdate=func.now())
+    deleted_at = Column(TIMESTAMP(timezone=True), nullable=True)
+    
+    # relationships
+    model = relationship("SimulationModel", back_populates="schemas") # many-to-1
+    type = relationship("SimulationMasterType", back_populates="model_schemas") # many-to-1
+    assets = relationship("SimulationModelAsset", back_populates="model_schema") # 1-to-many
+    schema_results = relationship("SimulationResultSchema", back_populates="schema_model") # 1-to-many
+    
+    # SELF RELATION
+    parent = relationship(
+        "SimulationModelSchema",
+        remote_side=[id],
+        back_populates="children"
+    )
+
+    children = relationship(
+        "SimulationModelSchema",
+        back_populates="parent",
+        # cascade="all, delete"
+    )
+    
+
+
+class SimulationModelAsset(Base):
+    __tablename__ = "simulation_model_assets"
+    
+    id = Column(
+        UUID(as_uuid=True), 
+        primary_key=True, 
+        index=True, 
+        default=uuid.uuid4,
+        # server_default=text("uuid_generate_v4()")
+    )
+    assetId = Column(Text, nullable=True) # not a foreign key
+    name = Column(Text, nullable=True)
+    simulation_model_schemas_id = Column(
+        UUID(as_uuid=True),
+        ForeignKey("simulation_model_schemas.id"),
+        nullable=True
+    )
+    simulation_model_id = Column(
+        UUID(as_uuid=True),
+        ForeignKey("simulation_model.id"),
+        nullable=True
+    )
+    
+    max_capacity = Column(Numeric, nullable=True)
+    design_capacity = Column(Numeric, nullable=True)
+    buffer_duration = Column(Numeric, nullable=True)
+    transition_delay = Column(Numeric, nullable=True)
+    initial_age = Column(Numeric, nullable=True)
+
+    created_at = Column(TIMESTAMP(timezone=True), server_default=func.now())
+    updated_at = Column(TIMESTAMP(timezone=True), server_default=func.now(), onupdate=func.now())
+    deleted_at = Column(TIMESTAMP(timezone=True), nullable=True)
+    
+    # relationships
+    model = relationship("SimulationModel", back_populates="assets") # many-to-1
+    asset_distribution = relationship(
+        "SimulationModelAssetDistribution", 
+        back_populates="asset",
+        uselist=False  # 1-to-1
+    )
+    asset_repair_duration = relationship(
+        "SimulationModelAssetRepairDuration", 
+        back_populates="asset",
+        uselist=False  # 1-to-1
+    )
+    asset_overhaul = relationship(
+        "SimulationModelAssetOverhaul", 
+        back_populates="asset",
+        uselist=False  # 1-to-1
+    )
+    asset_pm = relationship(
+        "SimulationModelAssetPm", 
+        back_populates="asset",
+        uselist=False  # 1-to-1
+    )
+    model_schema = relationship(
+        "SimulationModelSchema", 
+        back_populates="assets" # many-to-1
+    )
+    asset_results = relationship(
+        "SimulationResultAsset", 
+        back_populates="asset_model" # 1-to-many
+    )
+
+
+class SimulationModelAssetDistribution(Base):
+    __tablename__ = "simulation_model_assets_distributions"
+    
+    id = Column(
+        UUID(as_uuid=True), 
+        primary_key=True, 
+        index=True, 
+        default=uuid.uuid4,
+        # server_default=text("uuid_generate_v4()")
+    )
+    simulation_model_assets_id = Column(
+        UUID(as_uuid=True),
+        ForeignKey("simulation_model_assets.id"),
+        nullable=True
+    )
+    type_id = Column(
+        UUID(as_uuid=True),
+        ForeignKey("simulation_master_types.id"),
+        nullable=True
+    )
+    shape = Column(Numeric, nullable=True)
+    scale = Column(Numeric, nullable=True)
+    mean = Column(Numeric, nullable=True)
+    std_dev = Column(Numeric, nullable=True)
+    eta = Column(Numeric, nullable=True)
+    beta = Column(Numeric, nullable=True)
+    
+    created_at = Column(TIMESTAMP(timezone=True), server_default=func.now())
+    updated_at = Column(TIMESTAMP(timezone=True), server_default=func.now(), onupdate=func.now())
+    deleted_at = Column(TIMESTAMP(timezone=True), nullable=True)
+    
+    # relationships
+    asset = relationship("SimulationModelAsset", back_populates="asset_distribution") # 1-to-1
+    type = relationship("SimulationMasterType", back_populates="model_asset_distributions") # many-to-1
+
+
+class SimulationModelAssetRepairDuration(Base):
+    __tablename__ = "simulation_model_assets_repair_durations"
+    
+    id = Column(
+        UUID(as_uuid=True), 
+        primary_key=True, 
+        index=True, 
+        default=uuid.uuid4,
+        # server_default=text("uuid_generate_v4()")
+    )
+    simulation_model_assets_id = Column(
+        UUID(as_uuid=True),
+        ForeignKey("simulation_model_assets.id"),
+        nullable=True
+    )
+    type_id = Column(
+        UUID(as_uuid=True),
+        ForeignKey("simulation_master_types.id"),
+        nullable=True
+    )
+    mean = Column(Numeric, nullable=True)
+    std_dev = Column(Numeric, nullable=True)
+    
+    created_at = Column(TIMESTAMP(timezone=True), server_default=func.now())
+    updated_at = Column(TIMESTAMP(timezone=True), server_default=func.now(), onupdate=func.now())
+    deleted_at = Column(TIMESTAMP(timezone=True), nullable=True)
+    
+    # relationships
+    asset = relationship("SimulationModelAsset", back_populates="asset_repair_duration") # 1-to-1
+    type = relationship("SimulationMasterType", back_populates="model_asset_repair_durations") # many-to-1
+
+
+class SimulationModelAssetOverhaul(Base):
+    __tablename__ = "simulation_model_assets_overhauls"
+    
+    id = Column(
+        UUID(as_uuid=True), 
+        primary_key=True, 
+        index=True, 
+        default=uuid.uuid4,
+        # server_default=text("uuid_generate_v4()")
+    )
+    simulation_model_assets_id = Column(
+        UUID(as_uuid=True),
+        ForeignKey("simulation_model_assets.id"),
+        nullable=True
+    )
+    interval = Column(Numeric, nullable=True)
+    duration = Column(Numeric, nullable=True)
+    
+    created_at = Column(TIMESTAMP(timezone=True), server_default=func.now())
+    updated_at = Column(TIMESTAMP(timezone=True), server_default=func.now(), onupdate=func.now())
+    deleted_at = Column(TIMESTAMP(timezone=True), nullable=True)
+    
+    # relationships 
+    asset = relationship("SimulationModelAsset", back_populates="asset_overhaul") # 1-to-1
+
+
+class SimulationModelAssetPm(Base):
+    __tablename__ = "simulation_model_assets_pms"
+    
+    id = Column(
+        UUID(as_uuid=True), 
+        primary_key=True, 
+        index=True, 
+        default=uuid.uuid4,
+        # server_default=text("uuid_generate_v4()")
+    )
+    simulation_model_assets_id = Column(
+        UUID(as_uuid=True),
+        ForeignKey("simulation_model_assets.id"),
+        nullable=True
+    )
+    interval = Column(Numeric, nullable=True)
+    duration = Column(Numeric, nullable=True)
+    restoration_factor = Column(Numeric, nullable=True)
+    
+    created_at = Column(TIMESTAMP(timezone=True), server_default=func.now())
+    updated_at = Column(TIMESTAMP(timezone=True), server_default=func.now(), onupdate=func.now())
+    deleted_at = Column(TIMESTAMP(timezone=True), nullable=True)
+    
+    # relationships 
+    asset = relationship("SimulationModelAsset", back_populates="asset_pm") # 1-to-1
+
+
+
+
+class SimulationResult(Base):
+    __tablename__ = "simulation_results"
+
+    id = Column(
+        UUID(as_uuid=True),
+        primary_key=True,
+        index=True,
+        default=uuid.uuid4,
+    )
+
+    production_availability = Column(Numeric, nullable=True)
+    simulation_duration = Column(Numeric, nullable=True)
+    simulation_replications = Column(Numeric, nullable=True)
+    system_availability = Column(Numeric, nullable=True)
+    system_downtime = Column(Numeric, nullable=True)
+    system_failures = Column(Numeric, nullable=True)
+    system_uptime = Column(Numeric, nullable=True)
+    total_demand = Column(Numeric, nullable=True)
+    total_productions = Column(Numeric, nullable=True)
+    
+    system_down_causes = Column(JSONB, nullable=True)
+
+    created_at = Column(TIMESTAMP(timezone=True), server_default=func.now())
+    updated_at = Column(TIMESTAMP(timezone=True), server_default=func.now(), onupdate=func.now())
+    deleted_at = Column(TIMESTAMP(timezone=True), nullable=True)
+    
+    # relationships
+    schemas = relationship("SimulationResultSchema", back_populates="result") # 1-to-many
+    assets = relationship("SimulationResultAsset", back_populates="result") # 1-to-many
+    events = relationship("SimulationResultEvent", back_populates="result") # 1-to-many
+    # down_causes = relationship("SimulationResultDownCauses", back_populates="result") # 1-to-many
+
+
+class SimulationResultAsset(Base):
+    __tablename__ = "simulation_result_assets"
+
+    id = Column(
+        UUID(as_uuid=True),
+        primary_key=True,
+        index=True,
+        default=uuid.uuid4,
+    )
+
+    simulation_results_id = Column(
+        UUID(as_uuid=True),
+        ForeignKey("simulation_results.id"),
+        nullable=True
+    )
+    
+    simulation_model_assets_id = Column(
+        UUID(as_uuid=True),
+        ForeignKey("simulation_model_assets.id"),
+        nullable=True
+    )
+
+    assetId = Column(Text, nullable=True) # "node_blablabla"
+    name = Column(Text, nullable=True)
+
+    availability = Column(Numeric, nullable=True)
+    contribution_factor = Column(Numeric, nullable=True)
+    downtime = Column(Numeric, nullable=True)
+    uptime = Column(Numeric, nullable=True)
+    failures = Column(Numeric, nullable=True)
+    total_downtime_concurrent_with_system = Column(Numeric, nullable=True)
+
+    created_at = Column(TIMESTAMP(timezone=True), server_default=func.now())
+    updated_at = Column(TIMESTAMP(timezone=True), server_default=func.now(), onupdate=func.now())
+    deleted_at = Column(TIMESTAMP(timezone=True), nullable=True)
+    
+    # relationships
+    result = relationship("SimulationResult", back_populates="assets") # many-to-1
+    events = relationship("SimulationResultEvent", back_populates="asset") # 1-to-many
+    asset_model = relationship("SimulationModelAsset", back_populates="asset_results") # many-to-1
+    
+
+
+class SimulationResultSchema(Base):
+    __tablename__ = "simulation_result_schemas"
+
+    id = Column(
+        UUID(as_uuid=True),
+        primary_key=True,
+        index=True,
+        default=uuid.uuid4,
+    )
+
+    simulation_results_id = Column(
+        UUID(as_uuid=True),
+        ForeignKey("simulation_results.id"),
+        nullable=True
+    )
+    
+    simulation_model_schemas_id = Column(
+        UUID(as_uuid=True),
+        ForeignKey("simulation_model_schemas.id"),
+        nullable=True
+    )
+
+    schemaId = Column(Text, nullable=True)
+    name = Column(Text, nullable=True)
+
+    availability = Column(Numeric, nullable=True)
+    downtime = Column(Numeric, nullable=True)
+    uptime = Column(Numeric, nullable=True)
+
+    created_at = Column(TIMESTAMP(timezone=True), server_default=func.now())
+    updated_at = Column(TIMESTAMP(timezone=True), server_default=func.now(), onupdate=func.now())
+    deleted_at = Column(TIMESTAMP(timezone=True), nullable=True)
+
+    # relationships
+    result = relationship("SimulationResult", back_populates="schemas") # many-to-1
+    events = relationship("SimulationResultEvent", back_populates="schema") # 1-to-many
+    schema_model = relationship("SimulationModelSchema", back_populates="schema_results") # many-to-1
+
+
+class SimulationResultEvent(Base):
+    __tablename__ = "simulation_result_events"
+
+    id = Column(
+        UUID(as_uuid=True),
+        primary_key=True,
+        index=True,
+        default=uuid.uuid4,
+    )
+
+    simulation_result_id = Column(
+        UUID(as_uuid=True),
+        ForeignKey("simulation_results.id"),
+        nullable=True
+    )
+
+    simulation_result_assets_id = Column(
+        UUID(as_uuid=True),
+        ForeignKey("simulation_result_assets.id"),
+        nullable=True
+    )
+
+    simulation_result_schemas_id = Column(
+        UUID(as_uuid=True),
+        ForeignKey("simulation_result_schemas.id"),
+        nullable=True
+    )
+
+    type_id = Column(
+        UUID(as_uuid=True),
+        # asumsi ada tabel ini
+        ForeignKey("simulation_master_types.id"),
+        nullable=True
+    )
+
+    cause = Column(Text, nullable=True)
+    state = Column(Text, nullable=True)
+    
+    load_factor = Column(Numeric, nullable=True)
+    start_time = Column(Numeric, nullable=True)
+    end_time = Column(Numeric, nullable=True)
+
+    created_at = Column(TIMESTAMP(timezone=True), server_default=func.now())
+    updated_at = Column(TIMESTAMP(timezone=True), server_default=func.now(), onupdate=func.now())
+    deleted_at = Column(TIMESTAMP(timezone=True), nullable=True)
+
+    # relationships
+    result = relationship("SimulationResult", back_populates="events")
+    asset = relationship("SimulationResultAsset", back_populates="events")
+    schema = relationship("SimulationResultSchema", back_populates="events")
+    type = relationship("SimulationMasterType", back_populates="result_events")
+
+
+# class SimulationResultDownCause(Base):
+#     __tablename__ = "simulation_result_down_causes"
+
+#     id = Column(
+#         UUID(as_uuid=True),
+#         primary_key=True,
+#         index=True,
+#         default=uuid.uuid4,
+#     )
+
+#     simulation_results_id = Column(
+#         UUID(as_uuid=True),
+#         ForeignKey("simulation_results.id"),
+#         nullable=True
+#     )
+
+#     availability = Column(Numeric, nullable=True)
+#     downtime = Column(Numeric, nullable=True)
+#     uptime = Column(Numeric, nullable=True)
+#     failures = Column(Numeric, nullable=True)
+
+#     created_at = Column(TIMESTAMP(timezone=True), server_default=func.now())
+#     updated_at = Column(TIMESTAMP(timezone=True), server_default=func.now(), onupdate=func.now())
+#     deleted_at = Column(TIMESTAMP(timezone=True), nullable=True)
+
+
+
+
+

src/aeros_project/router.py

@@ -1,7 +1,19 @@
+import json
 import os
 from typing import List, Optional
-
-from fastapi import APIRouter, HTTPException, Response, status, File, UploadFile, Form
+from uuid import UUID
+
+from fastapi import (
+    APIRouter, 
+    HTTPException, 
+    Response, 
+    status, 
+    File, 
+    UploadFile, 
+    Form,
+    Request, 
+    Body
+)
 from fastapi.responses import StreamingResponse
 import httpx
 from sqlalchemy import select
@@ -14,7 +26,7 @@ from src.database.service import CommonParameters
 from src.models import StandardResponse
 from src.aeros_utils import aeros_post
 from .schema import AerosProjectInput, AerosMetadata, OverhaulScheduleCreate, OverhaulScheduleUpdate
-from .service import import_aro_project, fetch_aro_record, reset_project, create, update, delete
+from .service import get_simulation_model_by_id_service, get_simulation_result_service, import_aro_project, fetch_aro_record, import_simulation_model_service, import_simulation_result_service, reset_project, create, update, delete
 
 router = APIRouter()
 
@@ -157,3 +169,357 @@ async def delete_overhaul_equipment_job(db_session: DbSession, overhaul_job_id:
         data=None,
         message="Data deleted successfully",
     )
+
+
+# import & store simulation ramp model into db (use this: input .ramp/.json file)
+@router.post("/import-simulation-model/file")
+async def import_simulation_model_file(
+    db: DbSession,
+    file: UploadFile = File(...)
+):
+
+    try:
+
+        allowed_extensions = (
+            ".ramp",
+            ".json"
+        )
+
+        if not file.filename.endswith(
+            allowed_extensions
+        ):
+            raise HTTPException(
+                400,
+                "Only .ramp and .json files are supported"
+            )
+
+        contents = await file.read()
+
+        try:
+            data = json.loads(
+                contents.decode("utf-8")
+            )
+
+        except Exception:
+            raise HTTPException(
+                400,
+                "Invalid JSON inside uploaded file"
+            )
+
+        # =====================================
+        # VALIDATION
+        # =====================================
+        validate_simulation_payload(data)
+
+        # =====================================
+        # IMPORT
+        # =====================================
+        result = await import_simulation_model_service(
+            db=db,
+            name=None,
+            data=data
+        )
+
+        return StandardResponse(
+            data=result,
+            message="File imported successfully"
+        )
+
+    except HTTPException:
+        raise
+
+    except Exception as e:
+        raise HTTPException(
+            500,
+            f"Import failed: {str(e)}"
+        )
+
+# helper: validate simulation model payload from raw json
+def validate_simulation_model_payload(data: dict):
+
+    if "rbd_root" not in data:
+        raise HTTPException(
+            400,
+            "Invalid structure: 'rbd_root' missing"
+        )
+
+    if "assets" not in data:
+        raise HTTPException(
+            400,
+            "Invalid structure: 'assets' missing"
+        )
+
+    if "schemas" not in data:
+        raise HTTPException(
+            400,
+            "Invalid structure: 'schemas' missing"
+        )
+
+
+# import & store simulation ramp model into db (use this: input raw json)
+@router.post("/import-simulation-model/json")
+async def import_simulation_model_json(
+    db: DbSession,
+    payload: dict = Body(...)
+):
+
+    try:
+
+        # =====================================
+        # VALIDATION
+        # =====================================
+        validate_simulation_model_payload(payload)
+
+        # =====================================
+        # IMPORT
+        # =====================================
+        result = await import_simulation_model_service(
+            db=db,
+            name=None,
+            data=payload
+        )
+
+        return StandardResponse(
+            data=result,
+            message="JSON imported successfully"
+        )
+
+    except HTTPException:
+        raise
+
+    except Exception as e:
+        raise HTTPException(
+            500,
+            f"Import failed: {str(e)}"
+        )
+
+
+# get simulation model by id (USE THIS)
+@router.get("/simulation-model-by-id/{simulation_model_id}")
+async def get_simulation_model_by_id(db: DbSession, simulation_model_id: str):
+
+    result = await (
+        get_simulation_model_by_id_service(db, simulation_model_id)
+    )
+
+    if not result:
+
+        raise HTTPException(
+            status_code=404,
+            detail="Simulation model not found"
+        )
+
+
+    return StandardResponse(
+        data=result,
+        message="Data showed successfully",
+    )
+
+
+# helper: validate simulation result payload from raw json
+def validate_simulation_result_payload(data: dict):
+
+    required_fields = [
+        "asset_results",
+        "schema_results",
+        "system_events",
+    ]
+
+    for field in required_fields:
+
+        if field not in data:
+            raise HTTPException(
+                status_code=400,
+                detail=f"Invalid structure: '{field}' missing"
+            )
+
+
+# import & store simulation result into db (use this: input .json file)
+@router.post("/import-simulation-result/file")
+async def import_simulation_result_file(
+    db: DbSession,
+    file: UploadFile = File(...)
+):
+
+    try:
+
+        # =====================================
+        # FILE VALIDATION
+        # =====================================
+        if not file.filename.endswith(".json"):
+
+            raise HTTPException(
+                status_code=400,
+                detail="Only .json files are supported"
+            )
+
+        contents = await file.read()
+
+        # =====================================
+        # PARSE JSON
+        # =====================================
+        try:
+
+            data = json.loads(
+                contents.decode("utf-8")
+            )
+
+        except Exception:
+
+            raise HTTPException(
+                status_code=400,
+                detail="Invalid JSON inside uploaded file"
+            )
+
+        # =====================================
+        # VALIDATION
+        # =====================================
+        validate_simulation_result_payload(
+            data
+        )
+
+        # =====================================
+        # IMPORT
+        # =====================================
+        # result = 
+        await import_simulation_result_service(
+            db,
+            data
+        )
+
+        # =====================================
+        # RESPONSE
+        # =====================================
+        # final_result = {
+        #     "status": "success",
+
+        #     "simulation_result_id": result[
+        #         "result_id"
+        #     ],
+
+        #     "asset_imported": result[
+        #         "asset_count"
+        #     ],
+
+        #     "schema_imported": result[
+        #         "schema_count"
+        #     ],
+
+        #     "system_event_imported": result[
+        #         "system_event_count"
+        #     ],
+        # }
+        
+        return StandardResponse(
+            data=None,
+            message="Data stored successfully",
+        )
+
+    except HTTPException:
+        raise
+
+    except Exception as e:
+
+        raise HTTPException(
+            status_code=500,
+            detail={
+                "message": str(e),
+                "type": type(e).__name__,
+            }
+        )
+
+
+# import & store simulation result into db (use this: input raw json)
+@router.post("/import-simulation-result/json")
+async def import_simulation_result_json(
+    db: DbSession,
+    data: dict
+):
+
+    try:
+
+        # =====================================
+        # VALIDATION
+        # =====================================
+        validate_simulation_result_payload(
+            data
+        )
+
+        # =====================================
+        # IMPORT
+        # =====================================
+        # result = 
+        await import_simulation_result_service(
+            db,
+            data
+        )
+
+        # =====================================
+        # RESPONSE
+        # =====================================
+        # final_result = {
+        #     "status": "success",
+
+        #     "simulation_result_id": result[
+        #         "result_id"
+        #     ],
+
+        #     "asset_imported": result[
+        #         "asset_count"
+        #     ],
+
+        #     "schema_imported": result[
+        #         "schema_count"
+        #     ],
+
+        #     "system_event_imported": result[
+        #         "system_event_count"
+        #     ],
+        # }
+        
+        return StandardResponse(
+            data=None,
+            message="Data stored successfully",
+        )
+
+
+    except HTTPException:
+        raise
+
+    except Exception as e:
+
+        raise HTTPException(
+            status_code=500,
+            detail={
+                "message": str(e),
+                "type": type(e).__name__,
+            }
+        )
+
+
+# get simulation result by id
+@router.get("/simulation-result-by-id/{simulation_result_id}")
+async def get_simulation_result_by_id(db: DbSession, simulation_result_id: str):
+
+    result = await (
+        get_simulation_result_service(
+            db,
+            simulation_result_id
+        )
+    )
+
+    if not result:
+
+        raise HTTPException(
+            status_code=404,
+            detail="Simulation result not found"
+        )
+
+    # return result
+    return StandardResponse(
+        data=result,
+        message="Data showed successfully",
+    )
+
+
+

src/dashboard_model/service.py

@@ -15,7 +15,7 @@ from src.aeros_simulation.service import (
 from src.auth.service import CurrentUser
 from src.database.core import DbSession
 from src.database.service import search_filter_sort_paginate
-from tkinter.constants import E
+# from tkinter.constants import E
 
 from src.dashboard_model.model import RBDMasterData
 from src.dashboard_model.schema_masterdata import RBDMasterDataUpdate