2021-10-12 14:28:29 +05:30
|
|
|
# Model
|
|
|
|
|
|
|
|
|
|
This schema defines the Model entity. Models are algorithms trained on data to find patterns or make predictions.
|
|
|
|
|
|
|
|
|
|
**$id: https://open-metadata.org/schema/entity/data/model.json**
|
|
|
|
|
|
|
|
|
|
Type: `object`
|
|
|
|
|
|
|
|
|
|
## Properties
|
|
|
|
|
|
2021-11-13 23:03:20 +05:30
|
|
|
* **id** `required`
|
|
|
|
|
* Unique identifier of a model instance.
|
|
|
|
|
* $ref: [../../type/basic.json#/definitions/uuid](../types/basic.md#uuid)
|
|
|
|
|
* **name** `required`
|
|
|
|
|
* Name that identifies this model.
|
|
|
|
|
* Type: `string`
|
|
|
|
|
* Length: between 1 and 64
|
|
|
|
|
* **fullyQualifiedName**
|
|
|
|
|
* A unique name that identifies a model.
|
|
|
|
|
* Type: `string`
|
|
|
|
|
* Length: between 1 and 64
|
|
|
|
|
* **displayName**
|
|
|
|
|
* Display Name that identifies this model.
|
|
|
|
|
* Type: `string`
|
|
|
|
|
* **version**
|
|
|
|
|
* Metadata version of the entity.
|
|
|
|
|
* $ref: [../../type/basic.json#/definitions/entityVersion](../types/basic.md#entityversion)
|
|
|
|
|
* **updatedAt**
|
|
|
|
|
* Last update time corresponding to the new version of the entity.
|
|
|
|
|
* $ref: [../../type/basic.json#/definitions/dateTime](../types/basic.md#datetime)
|
|
|
|
|
* **updatedBy**
|
|
|
|
|
* User who made the update.
|
|
|
|
|
* Type: `string`
|
|
|
|
|
* **description**
|
|
|
|
|
* Description of the model, what it is, and how to use it.
|
|
|
|
|
* Type: `string`
|
|
|
|
|
* **algorithm** `required`
|
|
|
|
|
* Algorithm used to train the model.
|
|
|
|
|
* Type: `string`
|
|
|
|
|
* **dashboard**
|
|
|
|
|
* Performance Dashboard URL to track metric evolution.
|
|
|
|
|
* $ref: [../../type/entityReference.json](../types/entityreference.md)
|
|
|
|
|
* **href**
|
|
|
|
|
* Link to the resource corresponding to this entity.
|
|
|
|
|
* $ref: [../../type/basic.json#/definitions/href](../types/basic.md#href)
|
|
|
|
|
* **owner**
|
|
|
|
|
* Owner of this model.
|
|
|
|
|
* $ref: [../../type/entityReference.json](../types/entityreference.md)
|
|
|
|
|
* **followers**
|
|
|
|
|
* Followers of this model.
|
|
|
|
|
* $ref: [../../type/entityReference.json#/definitions/entityReferenceList](../types/entityreference.md#entityreferencelist)
|
|
|
|
|
* **tags**
|
|
|
|
|
* Tags for this model.
|
|
|
|
|
* Type: `array`
|
|
|
|
|
* **Items**
|
|
|
|
|
* $ref: [../../type/tagLabel.json](../types/taglabel.md)
|
|
|
|
|
* **usageSummary**
|
|
|
|
|
* Latest usage information for this model.
|
|
|
|
|
* $ref: [../../type/usageDetails.json](../types/usagedetails.md)
|
2021-10-12 14:28:29 +05:30
|
|
|
|
2021-11-13 23:03:20 +05:30
|
|
|
_This document was updated on: Monday, October 18, 2021_
|
