MNT_RECOMMENDATIONS
This table stroes the recommendations gathered from the various Machine Learning system. This table is designed generic enough to handle recommendations for various business objects.
Details
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Schema: FUSION
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Object owner: MNT
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Object type: TABLE
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Tablespace: Default
Columns
| Name | Datatype | Length | Precision | Not-null | Comments |
|---|---|---|---|---|---|
| REC_ID | NUMBER | 18 | Yes | The unique system generated recommendation identifier. | |
| OBJECT_VERSION_NUMBER | NUMBER | 9 | Yes | Used to implement optimistic locking. This number is incremented every time that the row is updated. The number is compared at the start and end of a transaction to detect whether another session has updated the row since it was queried. | |
| REC_OBJECT | VARCHAR2 | 30 | The business object for which the recommendation is gathered. This is validated from a system lookup seeded for the supported business objects. | ||
| REC_OBJECT_ID | NUMBER | 18 | The foreign key value to the business object for which recommendation is gathered. E.g. Work_Requirement_ID, Work_Order_ID, or Work_Definition_ID. | ||
| REC_ENTITY_ATTR1 | VARCHAR2 | 30 | The attribute name within the business entity within the recommendation business object for which the recommendation is made. This is seeded in a system lookup. | ||
| REC_ENTITY_ATTR1_VALUE | NUMBER | 18 | The recommendation attribute value. This is ususally the foreign key to the business entity in the object. | ||
| REC_ENTITY_ATTR2 | VARCHAR2 | 30 | The attribute name within the business entity within the recommendation business object for which the recommendation is made. This is seeded in a system lookup. | ||
| REC_ENTITY_ATTR2_VALUE | NUMBER | 18 | The recommendation attribute value. This is ususally the foreign key to the business entity in the object. | ||
| REC_ENTITY_ATTR3 | VARCHAR2 | 30 | The attribute name within the business entity within the recommendation business object for which the recommendation is made. This is seeded in a system lookup. | ||
| REC_ENTITY_ATTR3_VALUE | NUMBER | 18 | The recommendation attribute value. This is ususally the foreign key to the business entity in the object. | ||
| INSIGHT | VARCHAR2 | 2000 | Insight provided by the Machine Learning algorithm. | ||
| INSIGHT_OBJECT_TYPE_CODE | VARCHAR2 | 30 | When an insight is provided, it is provided in the context of a business entity. Examples are insight provided for the Part Item or the Asset Item. We have a generic means of storing it by an object type and object id. | ||
| INSIGHT_OBJECT_ID | NUMBER | 18 | When an insight is provided, it is provided in the context of a business entity. Examples are insight provided for the Part Item or the Asset Item. We have a generic means of storing it by an object type and object id. | ||
| CURRENT_VALUE | NUMBER | The current value that is defined in the maintenance program. | |||
| RECOMMENDED_VALUE | NUMBER | The recommended value that is suggested by the machine learning mathematical model. | |||
| CONFIDENCE_LEVEL | NUMBER | The confidence level of the machine learning recommendation. | |||
| OVERRIDEN_VALUE | NUMBER | The value overridden by the user. The recommended value will be ignored when this override is provided by the user. | |||
| ACTION_CODE | VARCHAR2 | 30 | The action taken by the manager to dispose this recommendation. Values drawn from a system lookup. | ||
| ACTION_DATE | TIMESTAMP | Date when the recommendation is acted upon. | |||
| STATUS_CODE | VARCHAR2 | 30 | The status of the recommendation. Whether it is viewed, disposed, etc. | ||
| COMMENTS | VARCHAR2 | 240 | Comments entered by the manager acting on the recommendation. | ||
| REASON_CODE | VARCHAR2 | 30 | Reason provided by the manager when specific actions are taken. Specifically when the the recommendations are rejected. This comes from a user extensible lookups. | ||
| LEARNING_WORKFLOW_ID | VARCHAR2 | 36 | The workflow id reference from the machine learning system for which the recommendations are generated. | ||
| LEARNING_THREAD_ID | VARCHAR2 | 36 | The learning data from machine learning is striped by threads. And each thread can create its own mathematical model. The reference to the learning thread. | ||
| SOURCE_REC_ID | VARCHAR2 | 32 | A recommendation reference identifier from the source machine learning system. | ||
| AUTO_APPLY_ELIGIBLE_FLAG | VARCHAR2 | 1 | This flag indicates whether the recommendation can be automatically applied to alter the business object where the recommendation is generated for. | ||
| ERROR_MESSAGE | VARCHAR2 | 540 | When the auto apply logic is triggered, if there are failures or conditions where the auto apply cannot be performed, the error message column is populated with that error/reason. | ||
| ATTRIBUTE_CATEGORY | VARCHAR2 | 80 | Descriptive Flexfield: structure definition of the user descriptive flexfield. | ||
| ATTRIBUTE_CHAR1 | VARCHAR2 | 240 | Descriptive Flexfield: segment of the user descriptive flexfield. | ||
| ATTRIBUTE_CHAR2 | VARCHAR2 | 240 | Descriptive Flexfield: segment of the user descriptive flexfield. | ||
| ATTRIBUTE_CHAR3 | VARCHAR2 | 240 | Descriptive Flexfield: segment of the user descriptive flexfield. | ||
| ATTRIBUTE_CHAR4 | VARCHAR2 | 240 | Descriptive Flexfield: segment of the user descriptive flexfield. | ||
| ATTRIBUTE_CHAR5 | VARCHAR2 | 240 | Descriptive Flexfield: segment of the user descriptive flexfield. | ||
| ATTRIBUTE_CHAR6 | VARCHAR2 | 240 | Descriptive Flexfield: segment of the user descriptive flexfield. | ||
| ATTRIBUTE_CHAR7 | VARCHAR2 | 240 | Descriptive Flexfield: segment of the user descriptive flexfield. | ||
| ATTRIBUTE_CHAR8 | VARCHAR2 | 240 | Descriptive Flexfield: segment of the user descriptive flexfield. | ||
| ATTRIBUTE_CHAR9 | VARCHAR2 | 240 | Descriptive Flexfield: segment of the user descriptive flexfield. | ||
| ATTRIBUTE_CHAR10 | VARCHAR2 | 240 | Descriptive Flexfield: segment of the user descriptive flexfield. | ||
| ATTRIBUTE_CHAR11 | VARCHAR2 | 240 | Descriptive Flexfield: segment of the user descriptive flexfield. | ||
| ATTRIBUTE_CHAR12 | VARCHAR2 | 240 | Descriptive Flexfield: segment of the user descriptive flexfield. | ||
| ATTRIBUTE_CHAR13 | VARCHAR2 | 240 | Descriptive Flexfield: segment of the user descriptive flexfield. | ||
| ATTRIBUTE_CHAR14 | VARCHAR2 | 240 | Descriptive Flexfield: segment of the user descriptive flexfield. | ||
| ATTRIBUTE_CHAR15 | VARCHAR2 | 240 | Descriptive Flexfield: segment of the user descriptive flexfield. | ||
| ATTRIBUTE_CHAR16 | VARCHAR2 | 240 | Descriptive Flexfield: segment of the user descriptive flexfield. | ||
| ATTRIBUTE_CHAR17 | VARCHAR2 | 240 | Descriptive Flexfield: segment of the user descriptive flexfield. | ||
| ATTRIBUTE_CHAR18 | VARCHAR2 | 240 | Descriptive Flexfield: segment of the user descriptive flexfield. | ||
| ATTRIBUTE_CHAR19 | VARCHAR2 | 240 | Descriptive Flexfield: segment of the user descriptive flexfield. | ||
| ATTRIBUTE_CHAR20 | VARCHAR2 | 240 | Descriptive Flexfield: segment of the user descriptive flexfield. | ||
| ATTRIBUTE_NUMBER1 | NUMBER | Descriptive Flexfield: segment of the user descriptive flexfield. | |||
| ATTRIBUTE_NUMBER2 | NUMBER | Descriptive Flexfield: segment of the user descriptive flexfield. | |||
| ATTRIBUTE_NUMBER3 | NUMBER | Descriptive Flexfield: segment of the user descriptive flexfield. | |||
| ATTRIBUTE_NUMBER4 | NUMBER | Descriptive Flexfield: segment of the user descriptive flexfield. | |||
| ATTRIBUTE_NUMBER5 | NUMBER | Descriptive Flexfield: segment of the user descriptive flexfield. | |||
| ATTRIBUTE_NUMBER6 | NUMBER | Descriptive Flexfield: segment of the user descriptive flexfield. | |||
| ATTRIBUTE_NUMBER7 | NUMBER | Descriptive Flexfield: segment of the user descriptive flexfield. | |||
| ATTRIBUTE_NUMBER8 | NUMBER | Descriptive Flexfield: segment of the user descriptive flexfield. | |||
| ATTRIBUTE_NUMBER9 | NUMBER | Descriptive Flexfield: segment of the user descriptive flexfield. | |||
| ATTRIBUTE_NUMBER10 | NUMBER | Descriptive Flexfield: segment of the user descriptive flexfield. | |||
| ATTRIBUTE_DATE1 | DATE | Descriptive Flexfield: segment of the user descriptive flexfield. | |||
| ATTRIBUTE_DATE2 | DATE | Descriptive Flexfield: segment of the user descriptive flexfield. | |||
| ATTRIBUTE_DATE3 | DATE | Descriptive Flexfield: segment of the user descriptive flexfield. | |||
| ATTRIBUTE_DATE4 | DATE | Descriptive Flexfield: segment of the user descriptive flexfield. | |||
| ATTRIBUTE_DATE5 | DATE | Descriptive Flexfield: segment of the user descriptive flexfield. | |||
| ATTRIBUTE_TIMESTAMP1 | TIMESTAMP | Descriptive Flexfield: segment of the user descriptive flexfield. | |||
| ATTRIBUTE_TIMESTAMP2 | TIMESTAMP | Descriptive Flexfield: segment of the user descriptive flexfield. | |||
| ATTRIBUTE_TIMESTAMP3 | TIMESTAMP | Descriptive Flexfield: segment of the user descriptive flexfield. | |||
| ATTRIBUTE_TIMESTAMP4 | TIMESTAMP | Descriptive Flexfield: segment of the user descriptive flexfield. | |||
| ATTRIBUTE_TIMESTAMP5 | TIMESTAMP | Descriptive Flexfield: segment of the user descriptive flexfield. | |||
| CREATED_BY | VARCHAR2 | 64 | Yes | Who column: indicates the user who created the row. | |
| CREATION_DATE | TIMESTAMP | Yes | Who column: indicates the date and time of the creation of the row. | ||
| LAST_UPDATED_BY | VARCHAR2 | 64 | Yes | Who column: indicates the user who last updated the row. | |
| LAST_UPDATE_DATE | TIMESTAMP | Yes | Who column: indicates the date and time of the last update of the row. | ||
| LAST_UPDATE_LOGIN | VARCHAR2 | 32 | Who column: indicates the session login associated to the user who last updated the row. | ||
| REQUEST_ID | NUMBER | 18 | Enterprise Service Scheduler: indicates the request ID of the job that created or last updated the row. | ||
| JOB_DEFINITION_NAME | VARCHAR2 | 100 | Enterprise Service Scheduler: indicates the name of the job that created or last updated the row. | ||
| JOB_DEFINITION_PACKAGE | VARCHAR2 | 900 | Enterprise Service Scheduler: indicates the package name of the job that created or last updated the row. |
Indexes
| Index | Uniqueness | Tablespace | Columns |
|---|---|---|---|
| MNT_RECOMMENDATIONS_N01 | Non Unique | Default | REC_OBJECT, REC_OBJECT_ID |
| MNT_RECOMMENDATIONS_U01 | Unique | Default | REC_ID |