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from __future__ import annotations |
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from typing import TYPE_CHECKING, cast |
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import numpy as np |
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from contourpy._contourpy import FillType, LineType |
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import contourpy.array as arr |
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from contourpy.enum_util import as_fill_type, as_line_type |
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from contourpy.typecheck import check_filled, check_lines |
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from contourpy.types import MOVETO, offset_dtype |
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if TYPE_CHECKING: |
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import contourpy._contourpy as cpy |
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def _convert_filled_from_OuterCode( |
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filled: cpy.FillReturn_OuterCode, |
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fill_type_to: FillType, |
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) -> cpy.FillReturn: |
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if fill_type_to == FillType.OuterCode: |
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return filled |
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elif fill_type_to == FillType.OuterOffset: |
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return (filled[0], [arr.offsets_from_codes(codes) for codes in filled[1]]) |
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|
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if len(filled[0]) > 0: |
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points = arr.concat_points(filled[0]) |
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codes = arr.concat_codes(filled[1]) |
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else: |
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points = None |
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codes = None |
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if fill_type_to == FillType.ChunkCombinedCode: |
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return ([points], [codes]) |
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elif fill_type_to == FillType.ChunkCombinedOffset: |
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return ([points], [None if codes is None else arr.offsets_from_codes(codes)]) |
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elif fill_type_to == FillType.ChunkCombinedCodeOffset: |
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outer_offsets = None if points is None else arr.offsets_from_lengths(filled[0]) |
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ret1: cpy.FillReturn_ChunkCombinedCodeOffset = ([points], [codes], [outer_offsets]) |
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return ret1 |
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elif fill_type_to == FillType.ChunkCombinedOffsetOffset: |
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if codes is None: |
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ret2: cpy.FillReturn_ChunkCombinedOffsetOffset = ([None], [None], [None]) |
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else: |
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offsets = arr.offsets_from_codes(codes) |
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outer_offsets = arr.outer_offsets_from_list_of_codes(filled[1]) |
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ret2 = ([points], [offsets], [outer_offsets]) |
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return ret2 |
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else: |
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raise ValueError(f"Invalid FillType {fill_type_to}") |
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def _convert_filled_from_OuterOffset( |
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filled: cpy.FillReturn_OuterOffset, |
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fill_type_to: FillType, |
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) -> cpy.FillReturn: |
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if fill_type_to == FillType.OuterCode: |
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separate_codes = [arr.codes_from_offsets(offsets) for offsets in filled[1]] |
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return (filled[0], separate_codes) |
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elif fill_type_to == FillType.OuterOffset: |
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return filled |
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if len(filled[0]) > 0: |
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points = arr.concat_points(filled[0]) |
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offsets = arr.concat_offsets(filled[1]) |
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else: |
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points = None |
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offsets = None |
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if fill_type_to == FillType.ChunkCombinedCode: |
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return ([points], [None if offsets is None else arr.codes_from_offsets(offsets)]) |
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elif fill_type_to == FillType.ChunkCombinedOffset: |
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return ([points], [offsets]) |
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elif fill_type_to == FillType.ChunkCombinedCodeOffset: |
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if offsets is None: |
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ret1: cpy.FillReturn_ChunkCombinedCodeOffset = ([None], [None], [None]) |
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else: |
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codes = arr.codes_from_offsets(offsets) |
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outer_offsets = arr.offsets_from_lengths(filled[0]) |
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ret1 = ([points], [codes], [outer_offsets]) |
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return ret1 |
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elif fill_type_to == FillType.ChunkCombinedOffsetOffset: |
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if points is None: |
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ret2: cpy.FillReturn_ChunkCombinedOffsetOffset = ([None], [None], [None]) |
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else: |
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outer_offsets = arr.outer_offsets_from_list_of_offsets(filled[1]) |
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ret2 = ([points], [offsets], [outer_offsets]) |
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return ret2 |
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else: |
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raise ValueError(f"Invalid FillType {fill_type_to}") |
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def _convert_filled_from_ChunkCombinedCode( |
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filled: cpy.FillReturn_ChunkCombinedCode, |
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fill_type_to: FillType, |
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) -> cpy.FillReturn: |
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if fill_type_to == FillType.ChunkCombinedCode: |
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return filled |
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elif fill_type_to == FillType.ChunkCombinedOffset: |
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codes = [None if codes is None else arr.offsets_from_codes(codes) for codes in filled[1]] |
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return (filled[0], codes) |
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else: |
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raise ValueError( |
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f"Conversion from {FillType.ChunkCombinedCode} to {fill_type_to} not supported") |
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def _convert_filled_from_ChunkCombinedOffset( |
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filled: cpy.FillReturn_ChunkCombinedOffset, |
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fill_type_to: FillType, |
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) -> cpy.FillReturn: |
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if fill_type_to == FillType.ChunkCombinedCode: |
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chunk_codes: list[cpy.CodeArray | None] = [] |
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for points, offsets in zip(*filled): |
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if points is None: |
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chunk_codes.append(None) |
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else: |
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if TYPE_CHECKING: |
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assert offsets is not None |
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chunk_codes.append(arr.codes_from_offsets_and_points(offsets, points)) |
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return (filled[0], chunk_codes) |
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elif fill_type_to == FillType.ChunkCombinedOffset: |
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return filled |
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else: |
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raise ValueError( |
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f"Conversion from {FillType.ChunkCombinedOffset} to {fill_type_to} not supported") |
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def _convert_filled_from_ChunkCombinedCodeOffset( |
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filled: cpy.FillReturn_ChunkCombinedCodeOffset, |
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fill_type_to: FillType, |
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) -> cpy.FillReturn: |
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if fill_type_to == FillType.OuterCode: |
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separate_points = [] |
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separate_codes = [] |
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for points, codes, outer_offsets in zip(*filled): |
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if points is not None: |
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if TYPE_CHECKING: |
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assert codes is not None |
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assert outer_offsets is not None |
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separate_points += arr.split_points_by_offsets(points, outer_offsets) |
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separate_codes += arr.split_codes_by_offsets(codes, outer_offsets) |
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return (separate_points, separate_codes) |
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elif fill_type_to == FillType.OuterOffset: |
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separate_points = [] |
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separate_offsets = [] |
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for points, codes, outer_offsets in zip(*filled): |
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if points is not None: |
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if TYPE_CHECKING: |
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assert codes is not None |
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assert outer_offsets is not None |
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separate_points += arr.split_points_by_offsets(points, outer_offsets) |
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separate_codes = arr.split_codes_by_offsets(codes, outer_offsets) |
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separate_offsets += [arr.offsets_from_codes(codes) for codes in separate_codes] |
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return (separate_points, separate_offsets) |
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elif fill_type_to == FillType.ChunkCombinedCode: |
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ret1: cpy.FillReturn_ChunkCombinedCode = (filled[0], filled[1]) |
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return ret1 |
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elif fill_type_to == FillType.ChunkCombinedOffset: |
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all_offsets = [None if codes is None else arr.offsets_from_codes(codes) |
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for codes in filled[1]] |
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ret2: cpy.FillReturn_ChunkCombinedOffset = (filled[0], all_offsets) |
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return ret2 |
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elif fill_type_to == FillType.ChunkCombinedCodeOffset: |
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return filled |
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elif fill_type_to == FillType.ChunkCombinedOffsetOffset: |
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chunk_offsets: list[cpy.OffsetArray | None] = [] |
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chunk_outer_offsets: list[cpy.OffsetArray | None] = [] |
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for codes, outer_offsets in zip(*filled[1:]): |
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if codes is None: |
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chunk_offsets.append(None) |
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chunk_outer_offsets.append(None) |
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else: |
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if TYPE_CHECKING: |
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assert outer_offsets is not None |
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offsets = arr.offsets_from_codes(codes) |
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outer_offsets = np.array([np.nonzero(offsets == oo)[0][0] for oo in outer_offsets], |
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dtype=offset_dtype) |
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chunk_offsets.append(offsets) |
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chunk_outer_offsets.append(outer_offsets) |
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ret3: cpy.FillReturn_ChunkCombinedOffsetOffset = ( |
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filled[0], chunk_offsets, chunk_outer_offsets, |
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) |
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return ret3 |
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else: |
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raise ValueError(f"Invalid FillType {fill_type_to}") |
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def _convert_filled_from_ChunkCombinedOffsetOffset( |
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filled: cpy.FillReturn_ChunkCombinedOffsetOffset, |
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fill_type_to: FillType, |
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) -> cpy.FillReturn: |
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if fill_type_to == FillType.OuterCode: |
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separate_points = [] |
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separate_codes = [] |
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for points, offsets, outer_offsets in zip(*filled): |
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if points is not None: |
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if TYPE_CHECKING: |
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assert offsets is not None |
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assert outer_offsets is not None |
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codes = arr.codes_from_offsets_and_points(offsets, points) |
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outer_offsets = offsets[outer_offsets] |
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separate_points += arr.split_points_by_offsets(points, outer_offsets) |
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separate_codes += arr.split_codes_by_offsets(codes, outer_offsets) |
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return (separate_points, separate_codes) |
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elif fill_type_to == FillType.OuterOffset: |
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separate_points = [] |
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separate_offsets = [] |
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for points, offsets, outer_offsets in zip(*filled): |
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if points is not None: |
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if TYPE_CHECKING: |
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assert offsets is not None |
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assert outer_offsets is not None |
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if len(outer_offsets) > 2: |
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separate_offsets += [offsets[s:e+1] - offsets[s] for s, e in |
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zip(outer_offsets[:-1], outer_offsets[1:])] |
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else: |
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separate_offsets.append(offsets) |
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separate_points += arr.split_points_by_offsets(points, offsets[outer_offsets]) |
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return (separate_points, separate_offsets) |
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elif fill_type_to == FillType.ChunkCombinedCode: |
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chunk_codes: list[cpy.CodeArray | None] = [] |
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for points, offsets, outer_offsets in zip(*filled): |
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if points is None: |
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chunk_codes.append(None) |
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else: |
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if TYPE_CHECKING: |
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assert offsets is not None |
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assert outer_offsets is not None |
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chunk_codes.append(arr.codes_from_offsets_and_points(offsets, points)) |
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ret1: cpy.FillReturn_ChunkCombinedCode = (filled[0], chunk_codes) |
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return ret1 |
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elif fill_type_to == FillType.ChunkCombinedOffset: |
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return (filled[0], filled[1]) |
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elif fill_type_to == FillType.ChunkCombinedCodeOffset: |
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chunk_codes = [] |
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chunk_outer_offsets: list[cpy.OffsetArray | None] = [] |
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for points, offsets, outer_offsets in zip(*filled): |
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if points is None: |
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chunk_codes.append(None) |
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chunk_outer_offsets.append(None) |
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else: |
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if TYPE_CHECKING: |
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assert offsets is not None |
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assert outer_offsets is not None |
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chunk_codes.append(arr.codes_from_offsets_and_points(offsets, points)) |
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chunk_outer_offsets.append(offsets[outer_offsets]) |
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ret2: cpy.FillReturn_ChunkCombinedCodeOffset = (filled[0], chunk_codes, chunk_outer_offsets) |
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return ret2 |
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elif fill_type_to == FillType.ChunkCombinedOffsetOffset: |
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return filled |
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else: |
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raise ValueError(f"Invalid FillType {fill_type_to}") |
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def convert_filled( |
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filled: cpy.FillReturn, |
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fill_type_from: FillType | str, |
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fill_type_to: FillType | str, |
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) -> cpy.FillReturn: |
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"""Return the specified filled contours converted to a different :class:`~contourpy.FillType`. |
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Args: |
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filled (sequence of arrays): Filled contour polygons to convert. |
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fill_type_from (FillType or str): :class:`~contourpy.FillType` to convert from as enum or |
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string equivalent. |
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fill_type_to (FillType or str): :class:`~contourpy.FillType` to convert to as enum or string |
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equivalent. |
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Return: |
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Converted filled contour polygons. |
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When converting non-chunked fill types (``FillType.OuterCode`` or ``FillType.OuterOffset``) to |
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chunked ones, all polygons are placed in the first chunk. When converting in the other |
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direction, all chunk information is discarded. Converting a fill type that is not aware of the |
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relationship between outer boundaries and contained holes (``FillType.ChunkCombinedCode`` or) |
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``FillType.ChunkCombinedOffset``) to one that is will raise a ``ValueError``. |
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.. versionadded:: 1.2.0 |
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""" |
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fill_type_from = as_fill_type(fill_type_from) |
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fill_type_to = as_fill_type(fill_type_to) |
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check_filled(filled, fill_type_from) |
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if fill_type_from == FillType.OuterCode: |
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if TYPE_CHECKING: |
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filled = cast(cpy.FillReturn_OuterCode, filled) |
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return _convert_filled_from_OuterCode(filled, fill_type_to) |
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elif fill_type_from == FillType.OuterOffset: |
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if TYPE_CHECKING: |
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filled = cast(cpy.FillReturn_OuterOffset, filled) |
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return _convert_filled_from_OuterOffset(filled, fill_type_to) |
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elif fill_type_from == FillType.ChunkCombinedCode: |
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if TYPE_CHECKING: |
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filled = cast(cpy.FillReturn_ChunkCombinedCode, filled) |
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return _convert_filled_from_ChunkCombinedCode(filled, fill_type_to) |
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elif fill_type_from == FillType.ChunkCombinedOffset: |
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if TYPE_CHECKING: |
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filled = cast(cpy.FillReturn_ChunkCombinedOffset, filled) |
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return _convert_filled_from_ChunkCombinedOffset(filled, fill_type_to) |
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elif fill_type_from == FillType.ChunkCombinedCodeOffset: |
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if TYPE_CHECKING: |
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filled = cast(cpy.FillReturn_ChunkCombinedCodeOffset, filled) |
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return _convert_filled_from_ChunkCombinedCodeOffset(filled, fill_type_to) |
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elif fill_type_from == FillType.ChunkCombinedOffsetOffset: |
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if TYPE_CHECKING: |
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filled = cast(cpy.FillReturn_ChunkCombinedOffsetOffset, filled) |
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return _convert_filled_from_ChunkCombinedOffsetOffset(filled, fill_type_to) |
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else: |
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raise ValueError(f"Invalid FillType {fill_type_from}") |
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def _convert_lines_from_Separate( |
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lines: cpy.LineReturn_Separate, |
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line_type_to: LineType, |
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) -> cpy.LineReturn: |
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if line_type_to == LineType.Separate: |
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return lines |
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elif line_type_to == LineType.SeparateCode: |
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separate_codes = [arr.codes_from_points(line) for line in lines] |
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return (lines, separate_codes) |
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elif line_type_to == LineType.ChunkCombinedCode: |
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if not lines: |
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ret1: cpy.LineReturn_ChunkCombinedCode = ([None], [None]) |
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else: |
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points = arr.concat_points(lines) |
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offsets = arr.offsets_from_lengths(lines) |
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codes = arr.codes_from_offsets_and_points(offsets, points) |
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ret1 = ([points], [codes]) |
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return ret1 |
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elif line_type_to == LineType.ChunkCombinedOffset: |
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if not lines: |
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ret2: cpy.LineReturn_ChunkCombinedOffset = ([None], [None]) |
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else: |
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ret2 = ([arr.concat_points(lines)], [arr.offsets_from_lengths(lines)]) |
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return ret2 |
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elif line_type_to == LineType.ChunkCombinedNan: |
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if not lines: |
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ret3: cpy.LineReturn_ChunkCombinedNan = ([None],) |
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else: |
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ret3 = ([arr.concat_points_with_nan(lines)],) |
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return ret3 |
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else: |
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raise ValueError(f"Invalid LineType {line_type_to}") |
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def _convert_lines_from_SeparateCode( |
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lines: cpy.LineReturn_SeparateCode, |
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line_type_to: LineType, |
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) -> cpy.LineReturn: |
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if line_type_to == LineType.Separate: |
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|
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return lines[0] |
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elif line_type_to == LineType.SeparateCode: |
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return lines |
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elif line_type_to == LineType.ChunkCombinedCode: |
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if not lines[0]: |
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ret1: cpy.LineReturn_ChunkCombinedCode = ([None], [None]) |
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else: |
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ret1 = ([arr.concat_points(lines[0])], [arr.concat_codes(lines[1])]) |
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return ret1 |
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elif line_type_to == LineType.ChunkCombinedOffset: |
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if not lines[0]: |
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ret2: cpy.LineReturn_ChunkCombinedOffset = ([None], [None]) |
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else: |
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ret2 = ([arr.concat_points(lines[0])], [arr.offsets_from_lengths(lines[0])]) |
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return ret2 |
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elif line_type_to == LineType.ChunkCombinedNan: |
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if not lines[0]: |
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ret3: cpy.LineReturn_ChunkCombinedNan = ([None],) |
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else: |
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ret3 = ([arr.concat_points_with_nan(lines[0])],) |
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return ret3 |
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else: |
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raise ValueError(f"Invalid LineType {line_type_to}") |
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def _convert_lines_from_ChunkCombinedCode( |
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lines: cpy.LineReturn_ChunkCombinedCode, |
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line_type_to: LineType, |
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) -> cpy.LineReturn: |
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if line_type_to in (LineType.Separate, LineType.SeparateCode): |
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separate_lines = [] |
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for points, codes in zip(*lines): |
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if points is not None: |
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if TYPE_CHECKING: |
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assert codes is not None |
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split_at = np.nonzero(codes == MOVETO)[0] |
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if len(split_at) > 1: |
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separate_lines += np.split(points, split_at[1:]) |
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else: |
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separate_lines.append(points) |
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if line_type_to == LineType.Separate: |
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return separate_lines |
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else: |
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separate_codes = [arr.codes_from_points(line) for line in separate_lines] |
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return (separate_lines, separate_codes) |
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elif line_type_to == LineType.ChunkCombinedCode: |
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return lines |
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elif line_type_to == LineType.ChunkCombinedOffset: |
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chunk_offsets = [None if codes is None else arr.offsets_from_codes(codes) |
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for codes in lines[1]] |
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return (lines[0], chunk_offsets) |
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elif line_type_to == LineType.ChunkCombinedNan: |
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points_nan: list[cpy.PointArray | None] = [] |
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for points, codes in zip(*lines): |
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if points is None: |
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points_nan.append(None) |
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else: |
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if TYPE_CHECKING: |
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assert codes is not None |
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offsets = arr.offsets_from_codes(codes) |
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points_nan.append(arr.insert_nan_at_offsets(points, offsets)) |
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return (points_nan,) |
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else: |
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raise ValueError(f"Invalid LineType {line_type_to}") |
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|
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|
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def _convert_lines_from_ChunkCombinedOffset( |
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lines: cpy.LineReturn_ChunkCombinedOffset, |
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line_type_to: LineType, |
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) -> cpy.LineReturn: |
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if line_type_to in (LineType.Separate, LineType.SeparateCode): |
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separate_lines = [] |
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for points, offsets in zip(*lines): |
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if points is not None: |
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if TYPE_CHECKING: |
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assert offsets is not None |
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separate_lines += arr.split_points_by_offsets(points, offsets) |
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if line_type_to == LineType.Separate: |
|
return separate_lines |
|
else: |
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separate_codes = [arr.codes_from_points(line) for line in separate_lines] |
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return (separate_lines, separate_codes) |
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elif line_type_to == LineType.ChunkCombinedCode: |
|
chunk_codes: list[cpy.CodeArray | None] = [] |
|
for points, offsets in zip(*lines): |
|
if points is None: |
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chunk_codes.append(None) |
|
else: |
|
if TYPE_CHECKING: |
|
assert offsets is not None |
|
chunk_codes.append(arr.codes_from_offsets_and_points(offsets, points)) |
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return (lines[0], chunk_codes) |
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elif line_type_to == LineType.ChunkCombinedOffset: |
|
return lines |
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elif line_type_to == LineType.ChunkCombinedNan: |
|
points_nan: list[cpy.PointArray | None] = [] |
|
for points, offsets in zip(*lines): |
|
if points is None: |
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points_nan.append(None) |
|
else: |
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if TYPE_CHECKING: |
|
assert offsets is not None |
|
points_nan.append(arr.insert_nan_at_offsets(points, offsets)) |
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return (points_nan,) |
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else: |
|
raise ValueError(f"Invalid LineType {line_type_to}") |
|
|
|
|
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def _convert_lines_from_ChunkCombinedNan( |
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lines: cpy.LineReturn_ChunkCombinedNan, |
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line_type_to: LineType, |
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) -> cpy.LineReturn: |
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if line_type_to in (LineType.Separate, LineType.SeparateCode): |
|
separate_lines = [] |
|
for points in lines[0]: |
|
if points is not None: |
|
separate_lines += arr.split_points_at_nan(points) |
|
if line_type_to == LineType.Separate: |
|
return separate_lines |
|
else: |
|
separate_codes = [arr.codes_from_points(points) for points in separate_lines] |
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return (separate_lines, separate_codes) |
|
elif line_type_to == LineType.ChunkCombinedCode: |
|
chunk_points: list[cpy.PointArray | None] = [] |
|
chunk_codes: list[cpy.CodeArray | None] = [] |
|
for points in lines[0]: |
|
if points is None: |
|
chunk_points.append(None) |
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chunk_codes.append(None) |
|
else: |
|
points, offsets = arr.remove_nan(points) |
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chunk_points.append(points) |
|
chunk_codes.append(arr.codes_from_offsets_and_points(offsets, points)) |
|
return (chunk_points, chunk_codes) |
|
elif line_type_to == LineType.ChunkCombinedOffset: |
|
chunk_points = [] |
|
chunk_offsets: list[cpy.OffsetArray | None] = [] |
|
for points in lines[0]: |
|
if points is None: |
|
chunk_points.append(None) |
|
chunk_offsets.append(None) |
|
else: |
|
points, offsets = arr.remove_nan(points) |
|
chunk_points.append(points) |
|
chunk_offsets.append(offsets) |
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return (chunk_points, chunk_offsets) |
|
elif line_type_to == LineType.ChunkCombinedNan: |
|
return lines |
|
else: |
|
raise ValueError(f"Invalid LineType {line_type_to}") |
|
|
|
|
|
def convert_lines( |
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lines: cpy.LineReturn, |
|
line_type_from: LineType | str, |
|
line_type_to: LineType | str, |
|
) -> cpy.LineReturn: |
|
"""Return the specified contour lines converted to a different :class:`~contourpy.LineType`. |
|
|
|
Args: |
|
lines (sequence of arrays): Contour lines to convert. |
|
line_type_from (LineType or str): :class:`~contourpy.LineType` to convert from as enum or |
|
string equivalent. |
|
line_type_to (LineType or str): :class:`~contourpy.LineType` to convert to as enum or string |
|
equivalent. |
|
|
|
Return: |
|
Converted contour lines. |
|
|
|
When converting non-chunked line types (``LineType.Separate`` or ``LineType.SeparateCode``) to |
|
chunked ones (``LineType.ChunkCombinedCode``, ``LineType.ChunkCombinedOffset`` or |
|
``LineType.ChunkCombinedNan``), all lines are placed in the first chunk. When converting in the |
|
other direction, all chunk information is discarded. |
|
|
|
.. versionadded:: 1.2.0 |
|
""" |
|
line_type_from = as_line_type(line_type_from) |
|
line_type_to = as_line_type(line_type_to) |
|
|
|
check_lines(lines, line_type_from) |
|
|
|
if line_type_from == LineType.Separate: |
|
if TYPE_CHECKING: |
|
lines = cast(cpy.LineReturn_Separate, lines) |
|
return _convert_lines_from_Separate(lines, line_type_to) |
|
elif line_type_from == LineType.SeparateCode: |
|
if TYPE_CHECKING: |
|
lines = cast(cpy.LineReturn_SeparateCode, lines) |
|
return _convert_lines_from_SeparateCode(lines, line_type_to) |
|
elif line_type_from == LineType.ChunkCombinedCode: |
|
if TYPE_CHECKING: |
|
lines = cast(cpy.LineReturn_ChunkCombinedCode, lines) |
|
return _convert_lines_from_ChunkCombinedCode(lines, line_type_to) |
|
elif line_type_from == LineType.ChunkCombinedOffset: |
|
if TYPE_CHECKING: |
|
lines = cast(cpy.LineReturn_ChunkCombinedOffset, lines) |
|
return _convert_lines_from_ChunkCombinedOffset(lines, line_type_to) |
|
elif line_type_from == LineType.ChunkCombinedNan: |
|
if TYPE_CHECKING: |
|
lines = cast(cpy.LineReturn_ChunkCombinedNan, lines) |
|
return _convert_lines_from_ChunkCombinedNan(lines, line_type_to) |
|
else: |
|
raise ValueError(f"Invalid LineType {line_type_from}") |
|
|