scanline_annotator

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A high-performance library for processing and annotating Powder Bed Fusion (PBF) raster scanlines in-memory.

Overview

scanline_annotator is a Python library for fast in-memory annotation of raster scanlines from 2D coordinate paths. It uses dynamic angular topology and median hatch spacing thresholding to adaptively classify scanlines regardless of part orientation. It is built with Rust for maximum performance and uses PyO3 for seamless NumPy integration.

Features

  • Fast: Built with Rust for high-performance data processing.

  • Adaptive: Uses angular topology analysis to dynamically classify scanlines without hardcoded length constraints.

  • Parallel: Leverages Rayon for multi-threaded dimensional collapse logic.

  • Simple: Zero-copy NumPy array input/output via PyO3.

Quick Example

import scanline_annotator
import numpy as np

# Load your 1D coordinate arrays (e.g., from a parsed trajectory file)
x = np.array([0.0, 0.1, 0.2, 0.2, 0.1, 0.0], dtype=np.float64)
y = np.array([0.0, 0.0, 0.0, 0.1, 0.1, 0.1], dtype=np.float64)

# Annotate scanlines!
# Returns a 1D int32 array assigning each coordinate to a scanline group.
# Non-scanline points (e.g. jumps, contours) are marked with ID -1.
scanline_ids = scanline_annotator.annotate_scanlines(x, y)

Project links

Key dates

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  • Released:
Latest release

1 maintainer

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Avatar for Cyan_ph from gravatar.com Cyan_ph

Credits

Author: Cian Hughes

License

MIT

Requires

Python >=3.11

Classifiers

Report project as malware

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BLAKE2b-256 03bd4869e9bad7fdcc0cc3b694f4779f22b3b763d9b4e0d76c60cfbf6d9f2a95

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0.1.4 This release

31 files

0.1.3

31 files

0.1.2

31 files

0.1.1

31 files

0.1.0

1 file

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