ReasonerConfig

relationalai.config.config_reasoners_fields

Common configuration fields for a reasoner.

This model defines the fields shared by all reasoner types. You set these fields under one of the reasoner subsections in raiconfig.yaml:

• reasoners.logic (logic reasoner, see LogicReasonerConfig for additional logic-specific settings)
• reasoners.predictive (predictive reasoner)
• reasoners.prescriptive (prescriptive reasoner)

Examples

Minimal YAML (in raiconfig.yaml) configuring only the logic reasoner:

default_connection: sf
connections:
    sf:
        type: snowflake
        # ...
reasoners:
    logic:
        size: HIGHMEM_X64_S
        query_timeout_mins: 30

Any omitted subsections (for example reasoners.predictive) keep their built-in defaults.

Configure reasoner defaults using a dict:

>>> from relationalai.config import create_config
>>> cfg = create_config(reasoners={
...     "logic": {
...         "size": "HIGHMEM_X64_S",
...         "query_timeout_mins": 30,
...     }
... })

Configure reasoner defaults using an explicit ReasonerConfig instance:

>>> from relationalai.config import create_config, ReasonerConfig
>>> cfg = create_config(
...     reasoners={"predictive": ReasonerConfig(size="HIGHMEM_X64_S", query_timeout_mins=30)},
... )

Attributes

.name

ReasonerConfig.name: (str, optional)

Optional name for the reasoner instance.

.size

ReasonerConfig.size: str

Compute size (for example, "HIGHMEM_X64_S"). See config.config_reasoners_fields.EngineSize for valid size values.

.query_timeout_mins

ReasonerConfig.query_timeout_mins: (int, optional)

Abort queries that exceed this duration.

.auto_suspend_mins

ReasonerConfig.auto_suspend_mins: int

Auto-suspend the reasoner after N minutes of inactivity.

.await_storage_vacuum

ReasonerConfig.await_storage_vacuum: (bool, optional)

Whether to wait for storage vacuum work to finish before suspending. Defaults to None.

.settings

ReasonerConfig.settings: (dict, optional)

Backend-specific settings payload.

Inheritance Hierarchy

Subclassed By

 config > config_reasoners_fields
├──  LogicReasonerConfig
└──  PrescriptiveReasonerConfig

Referenced By

RelationalAI Documentation
└──  Release Notes
    └──  Python API Release Notes
        └──  What’s New in Version 1.0.3
            └──  New Features and Enhancements