paimon-python/pypaimon/read/reader/field_indices.py

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"""Helpers for carrying typed field metadata through projection wrappers."""

from typing import Any, Iterable, List, Optional, Sequence, Set

from pypaimon.schema.data_types import DataField, VectorType


def blob_field_indices(fields: List[DataField]) -> Set[int]:
    return {
        i for i, f in enumerate(fields)
        if hasattr(f.type, 'type') and f.type.type == 'BLOB'
    }


def vector_field_indices(fields: List[DataField]) -> Set[int]:
    return {i for i, f in enumerate(fields) if isinstance(f.type, VectorType)}


def project_top_level_field_indices(
    source_indices: Optional[Iterable[int]],
    path_specs: Sequence[Any],
) -> Optional[Set[int]]:
    """Map top-level field indices through path specs with top_idx/sub_names."""
    if source_indices is None:
        return None
    source = set(source_indices)
    return {
        proj_pos
        for proj_pos, spec in enumerate(path_specs)
        if not spec.sub_names and spec.top_idx in source
    }