"""KITTI Odometry sequence <-> raw drive lookup, backed by configs/sequence_mapping.yaml. See that file's header comment for provenance. Sequence 03's raw drive is not publicly available anywhere (confirmed 404 on KITTI's official mirror, a long-standing unresolved community-wide gap) -- its `SequenceInfo.available` is False, and `AVAILABLE_SEQUENCES` / `kitti-c2l generate` exclude it. """ from __future__ import annotations from dataclasses import dataclass from pathlib import Path import yaml DEFAULT_CONFIG_PATH = Path(__file__).with_name("sequence_mapping.yaml") if not DEFAULT_CONFIG_PATH.exists(): # source checkout; wheel contains the packaged copy DEFAULT_CONFIG_PATH = Path(__file__).resolve().parents[2] / "configs" / "sequence_mapping.yaml" @dataclass(frozen=True) class SequenceInfo: sequence: str # "00".."10" date: str # e.g. "2011_09_30" drive: str # e.g. "0016" start: int # 0-based raw-frame index where the sequence begins end: int # 0-based raw-frame index (inclusive) where the sequence ends frame_count: int split: str # "train" | "test" available: bool = ( True # False for sequence 03 -- raw drive not publicly available, see module docstring ) def raw_frame_index(self, sequence_frame_index: int) -> int: """Maps a 0-based frame index within this odometry sequence to the raw drive's frame index.""" if not 0 <= sequence_frame_index < self.frame_count: raise IndexError( f"frame {sequence_frame_index} out of range for sequence {self.sequence} " f"(frame_count={self.frame_count})" ) return self.start + sequence_frame_index @property def drive_name(self) -> str: return f"{self.date}_drive_{self.drive}_sync" def load_sequence_mapping(config_path: str | Path | None = None) -> dict[str, SequenceInfo]: path = Path(config_path) if config_path is not None else DEFAULT_CONFIG_PATH raw = yaml.safe_load(path.read_text()) mapping: dict[str, SequenceInfo] = {} for seq_id, fields in raw["sequences"].items(): mapping[seq_id] = SequenceInfo( sequence=seq_id, date=fields["date"], drive=fields["drive"], start=fields["start"], end=fields["end"], frame_count=fields["frame_count"], split=fields["split"], available=fields["available"], ) return mapping TRAIN_SEQUENCES: tuple[str, ...] = ("00", "01", "02", "03", "04", "05", "06", "07", "08") TEST_SEQUENCES: tuple[str, ...] = ("09", "10") ALL_SEQUENCES: tuple[str, ...] = TRAIN_SEQUENCES + TEST_SEQUENCES # All sequences except 03 (see module docstring) -- what `kitti-c2l generate` uses by default. AVAILABLE_SEQUENCES: tuple[str, ...] = tuple(seq for seq in ALL_SEQUENCES if seq != "03")