Fast and Extensible Hybrid Embeddings with Micros
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arXiv
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| Format: | Preprint |
| Published: |
2025
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| _version_ | 1866916942493777920 |
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| author | Bocirnea, Sean Bowman, William J. |
| author_facet | Bocirnea, Sean Bowman, William J. |
| contents | Macro embedding is a popular approach to defining extensible shallow embeddings of object languages in Scheme like host languages. While macro embedding has even been shown to enable implementing extensible typed languages in systems like Racket, it comes at a cost: compile-time performance. In this paper, we revisit micros - syntax to intermediate representation (IR) transformers, rather than source syntax to source syntax transformers (macros). Micro embedding enables stopping at an IR, producing a deep embedding and enabling high performance compile-time functions over an efficient IR, before shallowly embedding the IR back into source syntax. Combining micros with several design patterns to enable the IR and functions over it to be extensible, we achieve extensible hybrid embedding of statically typed languages with significantly improved compile-time compared to macro-embedding approaches. We describe our design patterns and propose new abstractions packaging these patterns. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2509_07551 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Fast and Extensible Hybrid Embeddings with Micros Bocirnea, Sean Bowman, William J. Programming Languages Macro embedding is a popular approach to defining extensible shallow embeddings of object languages in Scheme like host languages. While macro embedding has even been shown to enable implementing extensible typed languages in systems like Racket, it comes at a cost: compile-time performance. In this paper, we revisit micros - syntax to intermediate representation (IR) transformers, rather than source syntax to source syntax transformers (macros). Micro embedding enables stopping at an IR, producing a deep embedding and enabling high performance compile-time functions over an efficient IR, before shallowly embedding the IR back into source syntax. Combining micros with several design patterns to enable the IR and functions over it to be extensible, we achieve extensible hybrid embedding of statically typed languages with significantly improved compile-time compared to macro-embedding approaches. We describe our design patterns and propose new abstractions packaging these patterns. |
| title | Fast and Extensible Hybrid Embeddings with Micros |
| topic | Programming Languages |
| url | https://arxiv.org/abs/2509.07551 |