"""AI Atlas ontology — canonical vocabularies and deterministic normalisers.

Everything here is pure Python (no database, no network): connectors, the writer, the API and the QA checks all import the same
definitions so that "Apache 2.0", "apache-2.0" and "Apache-2.0" are one licence, "Text" and "text" one modality, and
`unsloth/Qwen3.6-35B-A3B-GGUF` an *artifact* of the model `Qwen3.6-35B-A3B` rather than a new foundation model.

Modules
    licenses     SPDX-anchored licence ontology (permissions, restrictions, category) + `normalize_license`
    openness     openness dimensions → carefully labelled category + `normalize_openness`
    taxonomy     small enums (modalities, statuses, organization kinds, hardware kinds, framework kinds) + normalisers
    models       model naming: quantisation/precision detection, evaluation-effort variants, family inference, base-name keys
    benchmarks   benchmark families / variants / metric ranges + comparability of two result configurations
    anomalies    deterministic sanity checks on entity attributes, prices and results (flags, never deletes)
"""
from aiatlas.ontology.licenses import LICENSES, LicenseInfo, normalize_license
from aiatlas.ontology.openness import OPENNESS_CATEGORIES, derive_openness, normalize_openness, openness_dimensions
from aiatlas.ontology.taxonomy import (
    FRAMEWORK_KINDS,
    HARDWARE_KINDS,
    MODALITIES,
    MODEL_STATUSES,
    ORG_KINDS,
    normalize_framework_kind,
    normalize_hardware_kind,
    normalize_modalities,
    normalize_modality,
    normalize_org_kind,
    normalize_status,
)

__all__ = [
    "FRAMEWORK_KINDS",
    "HARDWARE_KINDS",
    "LICENSES",
    "MODALITIES",
    "MODEL_STATUSES",
    "OPENNESS_CATEGORIES",
    "ORG_KINDS",
    "LicenseInfo",
    "derive_openness",
    "normalize_framework_kind",
    "normalize_hardware_kind",
    "normalize_license",
    "normalize_modalities",
    "normalize_modality",
    "normalize_openness",
    "normalize_org_kind",
    "normalize_status",
    "openness_dimensions",
]