internals.pyi 2.8 KB

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  1. from typing import (
  2. Iterator,
  3. Sequence,
  4. final,
  5. overload,
  6. )
  7. import weakref
  8. import numpy as np
  9. from pandas._typing import (
  10. ArrayLike,
  11. T,
  12. npt,
  13. )
  14. from pandas import Index
  15. from pandas.core.arrays._mixins import NDArrayBackedExtensionArray
  16. from pandas.core.internals.blocks import Block as B
  17. def slice_len(slc: slice, objlen: int = ...) -> int: ...
  18. def get_blkno_indexers(
  19. blknos: np.ndarray, # int64_t[:]
  20. group: bool = ...,
  21. ) -> list[tuple[int, slice | np.ndarray]]: ...
  22. def get_blkno_placements(
  23. blknos: np.ndarray,
  24. group: bool = ...,
  25. ) -> Iterator[tuple[int, BlockPlacement]]: ...
  26. def update_blklocs_and_blknos(
  27. blklocs: npt.NDArray[np.intp],
  28. blknos: npt.NDArray[np.intp],
  29. loc: int,
  30. nblocks: int,
  31. ) -> tuple[npt.NDArray[np.intp], npt.NDArray[np.intp]]: ...
  32. @final
  33. class BlockPlacement:
  34. def __init__(self, val: int | slice | np.ndarray) -> None: ...
  35. @property
  36. def indexer(self) -> np.ndarray | slice: ...
  37. @property
  38. def as_array(self) -> np.ndarray: ...
  39. @property
  40. def as_slice(self) -> slice: ...
  41. @property
  42. def is_slice_like(self) -> bool: ...
  43. @overload
  44. def __getitem__(
  45. self, loc: slice | Sequence[int] | npt.NDArray[np.intp]
  46. ) -> BlockPlacement: ...
  47. @overload
  48. def __getitem__(self, loc: int) -> int: ...
  49. def __iter__(self) -> Iterator[int]: ...
  50. def __len__(self) -> int: ...
  51. def delete(self, loc) -> BlockPlacement: ...
  52. def append(self, others: list[BlockPlacement]) -> BlockPlacement: ...
  53. def tile_for_unstack(self, factor: int) -> npt.NDArray[np.intp]: ...
  54. class SharedBlock:
  55. _mgr_locs: BlockPlacement
  56. ndim: int
  57. values: ArrayLike
  58. refs: BlockValuesRefs
  59. def __init__(
  60. self,
  61. values: ArrayLike,
  62. placement: BlockPlacement,
  63. ndim: int,
  64. refs: BlockValuesRefs | None = ...,
  65. ) -> None: ...
  66. class NumpyBlock(SharedBlock):
  67. values: np.ndarray
  68. @final
  69. def getitem_block_index(self: T, slicer: slice) -> T: ...
  70. class NDArrayBackedBlock(SharedBlock):
  71. values: NDArrayBackedExtensionArray
  72. @final
  73. def getitem_block_index(self: T, slicer: slice) -> T: ...
  74. class Block(SharedBlock): ...
  75. class BlockManager:
  76. blocks: tuple[B, ...]
  77. axes: list[Index]
  78. _known_consolidated: bool
  79. _is_consolidated: bool
  80. _blknos: np.ndarray
  81. _blklocs: np.ndarray
  82. def __init__(
  83. self, blocks: tuple[B, ...], axes: list[Index], verify_integrity=...
  84. ) -> None: ...
  85. def get_slice(self: T, slobj: slice, axis: int = ...) -> T: ...
  86. def _rebuild_blknos_and_blklocs(self) -> None: ...
  87. class BlockValuesRefs:
  88. referenced_blocks: list[weakref.ref]
  89. def __init__(self, blk: SharedBlock | None = ...) -> None: ...
  90. def add_reference(self, blk: SharedBlock) -> None: ...
  91. def add_index_reference(self, index: object) -> None: ...
  92. def has_reference(self) -> bool: ...