LogicReasonerConfig

relationalai.config.config_reasoners_fields

Configure rule-execution defaults for the logic reasoner.

Set these fields under reasoners.logic to control how the logic reasoner runs rules (for example, whether to use LQP) and to opt into an LQP semantics version when required.

Examples

Minimal YAML (in raiconfig.yaml):

default_connection: sf
connections:
    sf:
        type: snowflake
        # ...
reasoners:
    logic:
        incremental_maintenance: "on"

Configure logic reasoner settings using a dict:

from relationalai.config import create_config

cfg = create_config(
    reasoners={"logic": {"use_lqp": True, "lqp": {"semantics_version": "1"}}}
)

Configure logic reasoner settings using an explicit LogicReasonerConfig instance:

from relationalai.config import create_config, LogicReasonerConfig

cfg = create_config(
    reasoners={
        "logic": LogicReasonerConfig(use_lqp=True, lqp={"semantics_version": "1"})
    },
)

Attributes

.`use_lqp`

LogicReasonerConfig.use_lqp: bool

Whether to use LQP for rule execution.

.`incremental_maintenance`

LogicReasonerConfig.incremental_maintenance: (str, optional)

Incremental maintenance strategy string. Can be set to "on", "auto", or "off" (default).

.`emit_constraints`

LogicReasonerConfig.emit_constraints: bool

Whether to emit constraints during execution.

.`lqp`

LogicReasonerConfig.lqp: ReasonerLogicLqpConfig

LQP-specific options, such as semantics_version. See ReasonerLogicLqpConfig for details.

Inheritance Hierarchy

Referenced By

RelationalAI Documentation
└──  Build With RelationalAI
    └──  Understand how PyRel works > Configure PyRel
        └──  Configure reasoners
            └──  Configure logic reasoner settings