performance

adh.msosa.performance

ADH Performance (Perf) Models.

Performance models describe evaluations of how well the system meets its operational goals, often using parametric models or performance measures.

The performance child nodes in the ADH are aligned with NASA SP-6105 Systems Engineering Handbook

Additional alignment with MIL-F-8785C, MIL-STD-1374, and MIL-STD-881.

Classes:

• DataExchange –

  The data exchange information of a model or tool.

• Discipline –

  A specific discipline organizing associated tools, models, and methodologies.

• ModelDescription –

  The description of a tool or model.

• PerfDisciplines –

  Taxonomy for performance measures.

• Performances –

  Container for a list of performance disciplines.

DataExchange pydantic-model

Bases: BaseModel

The data exchange information of a model or tool.

Show JSON schema:

{
  "description": "The data exchange information of a model or tool.",
  "properties": {
    "id": {
      "description": "The identifier of the model.",
      "title": "Id",
      "type": "string"
    },
    "inputs": {
      "anyOf": [
        {
          "items": {},
          "type": "array"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "The list of input variables to the model.",
      "title": "Inputs"
    },
    "outputs": {
      "anyOf": [
        {
          "items": {},
          "type": "array"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "The list of output variables of the model.",
      "title": "Outputs"
    }
  },
  "required": [
    "id"
  ],
  "title": "DataExchange",
  "type": "object"
}

Fields:

• id (str)
• inputs (Optional[list[Any]])
• outputs (Optional[list[Any]])

id pydantic-field

id: str

The identifier of the model.

inputs pydantic-field

inputs: Optional[list[Any]] = None

The list of input variables to the model.

outputs pydantic-field

outputs: Optional[list[Any]] = None

The list of output variables of the model.

Discipline pydantic-model

Bases: BaseModel

A specific discipline organizing associated tools, models, and methodologies.

Show JSON schema:

{
  "$defs": {
    "Author": {
      "description": "Author or contributor to an ADH node.",
      "properties": {
        "name": {
          "description": "Full name of the author.",
          "title": "Name",
          "type": "string"
        },
        "organisation": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "Organisation or affiliation.",
          "title": "Organisation"
        },
        "email": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "Email address.",
          "title": "Email"
        }
      },
      "required": [
        "name"
      ],
      "title": "Author",
      "type": "object"
    },
    "DataExchange": {
      "description": "The data exchange information of a model or tool.",
      "properties": {
        "id": {
          "description": "The identifier of the model.",
          "title": "Id",
          "type": "string"
        },
        "inputs": {
          "anyOf": [
            {
              "items": {},
              "type": "array"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "The list of input variables to the model.",
          "title": "Inputs"
        },
        "outputs": {
          "anyOf": [
            {
              "items": {},
              "type": "array"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "The list of output variables of the model.",
          "title": "Outputs"
        }
      },
      "required": [
        "id"
      ],
      "title": "DataExchange",
      "type": "object"
    },
    "ExternalReference": {
      "description": "Reference to an external file or document.",
      "properties": {
        "title": {
          "description": "Title or name of the referenced resource.",
          "title": "Title",
          "type": "string"
        },
        "path": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "File path or URI to the external resource.",
          "title": "Path"
        },
        "description": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "Description of the reference and its relevance.",
          "title": "Description"
        },
        "classification": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "Type classification of the reference (e.g. 'STEP file', 'CFD mesh', 'test report').",
          "title": "Classification"
        }
      },
      "required": [
        "title"
      ],
      "title": "ExternalReference",
      "type": "object"
    },
    "FidelityLevel": {
      "description": "L0-L4 fidelity taxonomy for ADH domain blocks.",
      "enum": [
        "L0",
        "L1",
        "L2",
        "L3",
        "L4"
      ],
      "title": "FidelityLevel",
      "type": "string"
    },
    "ModelDescription": {
      "additionalProperties": true,
      "description": "The description of a tool or model.",
      "properties": {
        "name": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "A unique model name.",
          "title": "Name"
        },
        "description": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "A brief description of the model.",
          "title": "Description"
        },
        "source_info": {
          "anyOf": [
            {
              "$ref": "#/$defs/SourceInfo"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "Source and authorship metadata."
        },
        "uuid": {
          "anyOf": [
            {
              "format": "uuid4",
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "A globally unique identifier for the model.",
          "title": "Uuid"
        },
        "spec_version": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "The specification version of the model.",
          "title": "Spec Version"
        },
        "generation_tool": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "The tool used to generate the model.",
          "title": "Generation Tool"
        },
        "generation_time": {
          "anyOf": [
            {
              "format": "date-time",
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "The date and time when the model was generated.",
          "title": "Generation Time"
        },
        "data_exchange": {
          "anyOf": [
            {
              "$ref": "#/$defs/DataExchange"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "The data exchange information of the model."
        },
        "license": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "The license of the model.",
          "title": "License"
        },
        "copyright": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "The copyright information of the model.",
          "title": "Copyright"
        },
        "author": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "The author of the model.",
          "title": "Author"
        },
        "version": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "The version of the model.",
          "title": "Version"
        }
      },
      "title": "ModelDescription",
      "type": "object"
    },
    "PerfDisciplines": {
      "description": "Taxonomy for performance measures.",
      "enum": [
        "configuration",
        "propulsion",
        "mass properties",
        "aerodynamics",
        "signature",
        "finance",
        "payloads",
        "structures",
        "systems",
        "manufacturing",
        "mission",
        "airplane performance",
        "mdo"
      ],
      "title": "PerfDisciplines",
      "type": "string"
    },
    "SourceInfo": {
      "description": "Source and authorship metadata for an ADH node.",
      "properties": {
        "authors": {
          "anyOf": [
            {
              "items": {
                "$ref": "#/$defs/Author"
              },
              "type": "array"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "Authors or contributors.",
          "title": "Authors"
        },
        "creation_date": {
          "anyOf": [
            {
              "format": "date",
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "Date this node was created.",
          "title": "Creation Date"
        },
        "modification_date": {
          "anyOf": [
            {
              "format": "date",
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "Date this node was last modified.",
          "title": "Modification Date"
        },
        "version": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "Version string.",
          "title": "Version"
        },
        "references": {
          "anyOf": [
            {
              "items": {
                "$ref": "#/$defs/ExternalReference"
              },
              "type": "array"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "References to external files or documents.",
          "title": "References"
        }
      },
      "title": "SourceInfo",
      "type": "object"
    }
  },
  "description": "A specific discipline organizing associated tools, models, and methodologies.",
  "properties": {
    "name": {
      "$ref": "#/$defs/PerfDisciplines",
      "description": "The name of the discipline."
    },
    "description": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "A brief description of the discipline and its scope.",
      "title": "Description"
    },
    "tools": {
      "anyOf": [
        {
          "items": {
            "$ref": "#/$defs/ModelDescription"
          },
          "type": "array"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "A list of tools and models associated with the discipline.",
      "title": "Tools"
    },
    "fidelity_level": {
      "anyOf": [
        {
          "$ref": "#/$defs/FidelityLevel"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "Declared analysis fidelity for this discipline. Drives tool selection and cross-domain mismatch detection. L0 = empirical/handbook; L1 = VLM/panel; L2 = multi-discipline at selected conditions; L3 = high-fidelity full-envelope; L4 = validated (outside MAGPIE scope)."
    },
    "source_info": {
      "anyOf": [
        {
          "$ref": "#/$defs/SourceInfo"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "Source and authorship metadata."
    }
  },
  "required": [
    "name"
  ],
  "title": "Discipline",
  "type": "object"
}

Fields:

• name (PerfDisciplines)
• description (Optional[str])
• tools (Optional[list[ModelDescription]])
• fidelity_level (Optional[FidelityLevel])
• source_info (Optional[SourceInfo])

description pydantic-field

description: Optional[str] = None

A brief description of the discipline and its scope.

fidelity_level pydantic-field

fidelity_level: Optional[FidelityLevel] = None

Declared analysis fidelity for this discipline. Drives tool selection and cross-domain mismatch detection. L0 = empirical/handbook; L1 = VLM/panel; L2 = multi-discipline at selected conditions; L3 = high-fidelity full-envelope; L4 = validated (outside MAGPIE scope).

name pydantic-field

name: PerfDisciplines

The name of the discipline.

source_info pydantic-field

source_info: Optional[SourceInfo] = None

Source and authorship metadata.

tools pydantic-field

tools: Optional[list[ModelDescription]] = None

A list of tools and models associated with the discipline.

add_tool

add_tool(tool: ModelDescription) -> None

Add a new tool or model to the discipline.

Parameters:

• tool (ModelDescription) –

  The tool or model being added.

Source code in src/adh/msosa/performance.py

def add_tool(self, tool: ModelDescription) -> None:
    """
    Add a new tool or model to the discipline.

    Args:
        tool: The tool or model being added.
    """
    if self.tools is None:
        self.tools = []
    self.tools.append(tool)

ModelDescription pydantic-model

Bases: NodeMetaMixin, BaseModel

The description of a tool or model.

Show JSON schema:

{
  "$defs": {
    "Author": {
      "description": "Author or contributor to an ADH node.",
      "properties": {
        "name": {
          "description": "Full name of the author.",
          "title": "Name",
          "type": "string"
        },
        "organisation": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "Organisation or affiliation.",
          "title": "Organisation"
        },
        "email": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "Email address.",
          "title": "Email"
        }
      },
      "required": [
        "name"
      ],
      "title": "Author",
      "type": "object"
    },
    "DataExchange": {
      "description": "The data exchange information of a model or tool.",
      "properties": {
        "id": {
          "description": "The identifier of the model.",
          "title": "Id",
          "type": "string"
        },
        "inputs": {
          "anyOf": [
            {
              "items": {},
              "type": "array"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "The list of input variables to the model.",
          "title": "Inputs"
        },
        "outputs": {
          "anyOf": [
            {
              "items": {},
              "type": "array"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "The list of output variables of the model.",
          "title": "Outputs"
        }
      },
      "required": [
        "id"
      ],
      "title": "DataExchange",
      "type": "object"
    },
    "ExternalReference": {
      "description": "Reference to an external file or document.",
      "properties": {
        "title": {
          "description": "Title or name of the referenced resource.",
          "title": "Title",
          "type": "string"
        },
        "path": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "File path or URI to the external resource.",
          "title": "Path"
        },
        "description": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "Description of the reference and its relevance.",
          "title": "Description"
        },
        "classification": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "Type classification of the reference (e.g. 'STEP file', 'CFD mesh', 'test report').",
          "title": "Classification"
        }
      },
      "required": [
        "title"
      ],
      "title": "ExternalReference",
      "type": "object"
    },
    "SourceInfo": {
      "description": "Source and authorship metadata for an ADH node.",
      "properties": {
        "authors": {
          "anyOf": [
            {
              "items": {
                "$ref": "#/$defs/Author"
              },
              "type": "array"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "Authors or contributors.",
          "title": "Authors"
        },
        "creation_date": {
          "anyOf": [
            {
              "format": "date",
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "Date this node was created.",
          "title": "Creation Date"
        },
        "modification_date": {
          "anyOf": [
            {
              "format": "date",
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "Date this node was last modified.",
          "title": "Modification Date"
        },
        "version": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "Version string.",
          "title": "Version"
        },
        "references": {
          "anyOf": [
            {
              "items": {
                "$ref": "#/$defs/ExternalReference"
              },
              "type": "array"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "References to external files or documents.",
          "title": "References"
        }
      },
      "title": "SourceInfo",
      "type": "object"
    }
  },
  "additionalProperties": true,
  "description": "The description of a tool or model.",
  "properties": {
    "name": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "A unique model name.",
      "title": "Name"
    },
    "description": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "A brief description of the model.",
      "title": "Description"
    },
    "source_info": {
      "anyOf": [
        {
          "$ref": "#/$defs/SourceInfo"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "Source and authorship metadata."
    },
    "uuid": {
      "anyOf": [
        {
          "format": "uuid4",
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "A globally unique identifier for the model.",
      "title": "Uuid"
    },
    "spec_version": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "The specification version of the model.",
      "title": "Spec Version"
    },
    "generation_tool": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "The tool used to generate the model.",
      "title": "Generation Tool"
    },
    "generation_time": {
      "anyOf": [
        {
          "format": "date-time",
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "The date and time when the model was generated.",
      "title": "Generation Time"
    },
    "data_exchange": {
      "anyOf": [
        {
          "$ref": "#/$defs/DataExchange"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "The data exchange information of the model."
    },
    "license": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "The license of the model.",
      "title": "License"
    },
    "copyright": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "The copyright information of the model.",
      "title": "Copyright"
    },
    "author": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "The author of the model.",
      "title": "Author"
    },
    "version": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "The version of the model.",
      "title": "Version"
    }
  },
  "title": "ModelDescription",
  "type": "object"
}

Fields:

• name (Optional[str])
• description (Optional[str])
• source_info (Optional[SourceInfo])
• uuid (Optional[UUID4])
• spec_version (Optional[str])
• generation_tool (Optional[str])
• generation_time (Optional[datetime])
• data_exchange (Optional[DataExchange])
• license (Optional[str])
• copyright (Optional[str])
• author (Optional[str])
• version (Optional[str])

author pydantic-field

author: Optional[str] = None

The author of the model.

copyright pydantic-field

copyright: Optional[str] = None

The copyright information of the model.

data_exchange pydantic-field

data_exchange: Optional[DataExchange] = None

The data exchange information of the model.

description pydantic-field

description: Optional[str] = None

A brief description of the model.

generation_time pydantic-field

generation_time: Optional[datetime] = None

The date and time when the model was generated.

generation_tool pydantic-field

generation_tool: Optional[str] = None

The tool used to generate the model.

license pydantic-field

license: Optional[str] = None

The license of the model.

name pydantic-field

name: Optional[str] = None

A unique model name.

source_info pydantic-field

source_info: Optional[SourceInfo] = None

Source and authorship metadata.

spec_version pydantic-field

spec_version: Optional[str] = None

The specification version of the model.

uuid pydantic-field

uuid: Optional[UUID4] = None

A globally unique identifier for the model.

version pydantic-field

version: Optional[str] = None

The version of the model.

PerfDisciplines

Bases: str, Enum

Taxonomy for performance measures.

Returned by:

• API Reference adh msosa
  •  msosa  Discipline  name
  • performance  performance  Discipline  name

Attributes:

• aerodynamics –

  Lift, drag, stability derivatives, and flight envelope performance.

• airplane_performance –

  Integrated performance loop: range, endurance, fuel burn, takeoff/landing distances.

• configuration –

  Geometric and layout attributes (e.g., wing area, aspect ratio, OML).

• finance –

  Life cycle cost (LCC), non-recurring engineering (NRE), and unit cost.

• manufacturing –

  Producibility metrics, build rate, and assembly tolerances.

• mass_properties –

  Weight, balance, center of gravity (CG), and moments of inertia.

• mdo –

  Multidisciplinary Design Optimisation (MDO): problem formulation, DVs, constraints, coupling.

• mission –

  Design Reference Mission (DRM): segment definition, payload, fuel fractions, MTOW closure.

• payloads –

  Sensor performance, weapon integration, and cargo capacity.

• propulsion –

  Engine performance, thrust, fuel flow, and thermal efficiency.

• signature –

  Radar Cross Section (RCS), infrared (IR), acoustic, and visual signatures.

• structures –

  Load factors, aeroelasticity, fatigue life, and material stress.

• systems –

  Subsystem performance (Avionics, Hydraulics, Electrical, Environmental).

aerodynamics class-attribute instance-attribute

aerodynamics = 'aerodynamics'

Lift, drag, stability derivatives, and flight envelope performance.

airplane_performance class-attribute instance-attribute

airplane_performance = 'airplane performance'

Integrated performance loop: range, endurance, fuel burn, takeoff/landing distances.

configuration class-attribute instance-attribute

configuration = 'configuration'

Geometric and layout attributes (e.g., wing area, aspect ratio, OML).

finance class-attribute instance-attribute

finance = 'finance'

Life cycle cost (LCC), non-recurring engineering (NRE), and unit cost.

manufacturing class-attribute instance-attribute

manufacturing = 'manufacturing'

Producibility metrics, build rate, and assembly tolerances.

mass_properties class-attribute instance-attribute

mass_properties = 'mass properties'

Weight, balance, center of gravity (CG), and moments of inertia.

mdo class-attribute instance-attribute

mdo = 'mdo'

Multidisciplinary Design Optimisation (MDO): problem formulation, DVs, constraints, coupling.

mission class-attribute instance-attribute

mission = 'mission'

Design Reference Mission (DRM): segment definition, payload, fuel fractions, MTOW closure.

payloads class-attribute instance-attribute

payloads = 'payloads'

Sensor performance, weapon integration, and cargo capacity.

propulsion class-attribute instance-attribute

propulsion = 'propulsion'

Engine performance, thrust, fuel flow, and thermal efficiency.

signature class-attribute instance-attribute

signature = 'signature'

Radar Cross Section (RCS), infrared (IR), acoustic, and visual signatures.

structures class-attribute instance-attribute

structures = 'structures'

Load factors, aeroelasticity, fatigue life, and material stress.

systems class-attribute instance-attribute

systems = 'systems'

Subsystem performance (Avionics, Hydraulics, Electrical, Environmental).

Performances pydantic-model

Bases: BaseModel

Container for a list of performance disciplines.

Show JSON schema:

{
  "$defs": {
    "Author": {
      "description": "Author or contributor to an ADH node.",
      "properties": {
        "name": {
          "description": "Full name of the author.",
          "title": "Name",
          "type": "string"
        },
        "organisation": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "Organisation or affiliation.",
          "title": "Organisation"
        },
        "email": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "Email address.",
          "title": "Email"
        }
      },
      "required": [
        "name"
      ],
      "title": "Author",
      "type": "object"
    },
    "DataExchange": {
      "description": "The data exchange information of a model or tool.",
      "properties": {
        "id": {
          "description": "The identifier of the model.",
          "title": "Id",
          "type": "string"
        },
        "inputs": {
          "anyOf": [
            {
              "items": {},
              "type": "array"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "The list of input variables to the model.",
          "title": "Inputs"
        },
        "outputs": {
          "anyOf": [
            {
              "items": {},
              "type": "array"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "The list of output variables of the model.",
          "title": "Outputs"
        }
      },
      "required": [
        "id"
      ],
      "title": "DataExchange",
      "type": "object"
    },
    "Discipline": {
      "description": "A specific discipline organizing associated tools, models, and methodologies.",
      "properties": {
        "name": {
          "$ref": "#/$defs/PerfDisciplines",
          "description": "The name of the discipline."
        },
        "description": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "A brief description of the discipline and its scope.",
          "title": "Description"
        },
        "tools": {
          "anyOf": [
            {
              "items": {
                "$ref": "#/$defs/ModelDescription"
              },
              "type": "array"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "A list of tools and models associated with the discipline.",
          "title": "Tools"
        },
        "fidelity_level": {
          "anyOf": [
            {
              "$ref": "#/$defs/FidelityLevel"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "Declared analysis fidelity for this discipline. Drives tool selection and cross-domain mismatch detection. L0 = empirical/handbook; L1 = VLM/panel; L2 = multi-discipline at selected conditions; L3 = high-fidelity full-envelope; L4 = validated (outside MAGPIE scope)."
        },
        "source_info": {
          "anyOf": [
            {
              "$ref": "#/$defs/SourceInfo"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "Source and authorship metadata."
        }
      },
      "required": [
        "name"
      ],
      "title": "Discipline",
      "type": "object"
    },
    "ExternalReference": {
      "description": "Reference to an external file or document.",
      "properties": {
        "title": {
          "description": "Title or name of the referenced resource.",
          "title": "Title",
          "type": "string"
        },
        "path": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "File path or URI to the external resource.",
          "title": "Path"
        },
        "description": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "Description of the reference and its relevance.",
          "title": "Description"
        },
        "classification": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "Type classification of the reference (e.g. 'STEP file', 'CFD mesh', 'test report').",
          "title": "Classification"
        }
      },
      "required": [
        "title"
      ],
      "title": "ExternalReference",
      "type": "object"
    },
    "FidelityLevel": {
      "description": "L0-L4 fidelity taxonomy for ADH domain blocks.",
      "enum": [
        "L0",
        "L1",
        "L2",
        "L3",
        "L4"
      ],
      "title": "FidelityLevel",
      "type": "string"
    },
    "ModelDescription": {
      "additionalProperties": true,
      "description": "The description of a tool or model.",
      "properties": {
        "name": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "A unique model name.",
          "title": "Name"
        },
        "description": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "A brief description of the model.",
          "title": "Description"
        },
        "source_info": {
          "anyOf": [
            {
              "$ref": "#/$defs/SourceInfo"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "Source and authorship metadata."
        },
        "uuid": {
          "anyOf": [
            {
              "format": "uuid4",
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "A globally unique identifier for the model.",
          "title": "Uuid"
        },
        "spec_version": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "The specification version of the model.",
          "title": "Spec Version"
        },
        "generation_tool": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "The tool used to generate the model.",
          "title": "Generation Tool"
        },
        "generation_time": {
          "anyOf": [
            {
              "format": "date-time",
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "The date and time when the model was generated.",
          "title": "Generation Time"
        },
        "data_exchange": {
          "anyOf": [
            {
              "$ref": "#/$defs/DataExchange"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "The data exchange information of the model."
        },
        "license": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "The license of the model.",
          "title": "License"
        },
        "copyright": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "The copyright information of the model.",
          "title": "Copyright"
        },
        "author": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "The author of the model.",
          "title": "Author"
        },
        "version": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "The version of the model.",
          "title": "Version"
        }
      },
      "title": "ModelDescription",
      "type": "object"
    },
    "PerfDisciplines": {
      "description": "Taxonomy for performance measures.",
      "enum": [
        "configuration",
        "propulsion",
        "mass properties",
        "aerodynamics",
        "signature",
        "finance",
        "payloads",
        "structures",
        "systems",
        "manufacturing",
        "mission",
        "airplane performance",
        "mdo"
      ],
      "title": "PerfDisciplines",
      "type": "string"
    },
    "SourceInfo": {
      "description": "Source and authorship metadata for an ADH node.",
      "properties": {
        "authors": {
          "anyOf": [
            {
              "items": {
                "$ref": "#/$defs/Author"
              },
              "type": "array"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "Authors or contributors.",
          "title": "Authors"
        },
        "creation_date": {
          "anyOf": [
            {
              "format": "date",
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "Date this node was created.",
          "title": "Creation Date"
        },
        "modification_date": {
          "anyOf": [
            {
              "format": "date",
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "Date this node was last modified.",
          "title": "Modification Date"
        },
        "version": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "Version string.",
          "title": "Version"
        },
        "references": {
          "anyOf": [
            {
              "items": {
                "$ref": "#/$defs/ExternalReference"
              },
              "type": "array"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "References to external files or documents.",
          "title": "References"
        }
      },
      "title": "SourceInfo",
      "type": "object"
    }
  },
  "description": "Container for a list of performance disciplines.",
  "properties": {
    "performances": {
      "anyOf": [
        {
          "items": {
            "$ref": "#/$defs/Discipline"
          },
          "type": "array"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "title": "Performances"
    }
  },
  "title": "Performances",
  "type": "object"
}

Fields:

• performances (Optional[list[Discipline]])