Peritext: A CRDT for Collaborative Rich Text Editing

Author:

Litt Geoffrey1,Lim Sarah2,Kleppmann Martin3,van Hardenberg Peter4

Affiliation:

1. Massachusetts Institute of Technology, Cambridge, MA, USA

2. UC Berkeley, Berkeley, CA, USA

3. University of Cambridge, Cambridge, United Kingdom

4. Ink & Switch, San Francisco, CA, USA

Abstract

Conflict-Free Replicated Data Types (CRDTs) support decentralized collaborative editing of shared data, enabling peer-to-peer sharing and flexible branching and merging workflows. While there is extensive work on CRDTs for plain text, much less is known about CRDTs for rich text with formatting. No algorithms have been published, and existing open-source implementations do not always preserve user intent. In this paper, we describe a model of intent preservation in rich text editing, developed through a series of concurrent editing scenarios. We then describe Peritext, a CRDT algorithm for rich text that satisfies the criteria of our model. The key idea is to store formatting spans alongside the plaintext character sequence, linked to a stable identifier for the first and last character of each span, and then to derive the final formatted text from these spans in a deterministic way that ensures concurrent operations commute. We have prototyped our algorithm in TypeScript, validated it using randomized property-based testing, and integrated it with an editor UI. We also prove that our algorithm ensures convergence, and demonstrate its causality preservation and intention preservation properties.

Publisher

Association for Computing Machinery (ACM)

Subject

Computer Networks and Communications,Human-Computer Interaction,Social Sciences (miscellaneous)

Reference52 articles.

1. Supporting Adaptable Granularity of Changes for Massive-scale Collaborative Editing

2. Carlos Baquero , Paulo Sérgio Almeida, and Ali Shoker . 2017 . Pure Operation-Based Replicated Data Types . arXiv:1710.04469 https://arxiv.org/abs/1710.04469 Carlos Baquero, Paulo Sérgio Almeida, and Ali Shoker. 2017. Pure Operation-Based Replicated Data Types. arXiv:1710.04469 https://arxiv.org/abs/1710.04469

3. Lightweight causal and atomic group multicast

4. High Responsiveness for Group Editing CRDTs

5. Christian Cachin , Rachid Guerraoui , and Luís Rodrigues . 2011. Introduction to Reliable and Secure Distributed Programming ( second ed.). Springer . https://doi.org/10.1007/978--3--642--15260--3 10.1007/978--3--642--15260--3 Christian Cachin, Rachid Guerraoui, and Luís Rodrigues. 2011. Introduction to Reliable and Secure Distributed Programming (second ed.). Springer. https://doi.org/10.1007/978--3--642--15260--3

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