Module: Inference Engine

`InferenceEngine`

Create Inference Engine module

Examples:

>>> from promg.modules.inference_engine import InferenceEngine
>>> inference_engine = InferenceEngine()

`match_entity_with_batch_position(entity_type, relative_position_type)`

Infer the batch position of a specific entity

Parameters:

Name	Type	Description	Default
`entity_type`	`str`	The type of the entity	required
`relative_position_type`	`str`	The type of the relative position	required

Raises:

Type	Description
`ValueError`	when the entity has not been defined

Examples:

>>> inference_engine.match_entity_with_batch_position(
>>>     entity_type="Box",
>>>     relative_position_type="BatchPosition")
Infers the missing AT_POS relation between
(:Box) and (:BatchPosition) nodes using rule shown below

`infer_items_propagate_downwards_one_level(entity_type)`

Infer items while propagating downwards one level

Parameters:

Name	Type	Description	Default
`entity_type`	`str`	The type of the entity	required

Raises:

Type	Description
`ValueError`	when the entity has not been defined

Examples:

>>> inference_engine.infer_items_propagate_downwards_one_level(entity_type="Box")
Infers the missing corr relation for the (:Box)
entity using the rule shown below

`infer_items_propagate_upwards_multiple_levels(entity_type, is_load=True)`

Infer items while propagating upwards multiple levels

Parameters:

Name	Type	Description	Default
`entity_type`	`str`	The type of the entity	required
`is_load`		indicating whether we are inferring upwards to load events (true) or unload events (false)	`True`

Raises:

Type	Description
`ValueError`	when the entity has not been defined

Examples:

>>> inference_engine.infer_items_propagate_upwards_multiple_levels(entity_type="Box")
Infers the missing corr relation for the (:Box)
entity using the rule shown below

`infer_items_propagate_downwards_multiple_level_w_batching(entity_type, relative_position_type)`

Infer items while propagating downwards multiple levels with batching

Parameters:

Name	Type	Description	Default
`entity_type`	`str`	The type of the entity	required
`relative_position_type`	`str`	The type of the relative position	required

Raises:

Type	Description
`ValueError`	when the entity has not been defined in semantic header

Examples:

>>> inference_engine.infer_items_propagate_downwards_multiple_level_w_batching(
>>>    entity_type="Box")
Infers the missing corr relation for the (:Box)
entity using the rule shown below