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feat(python): add native distribution and release infrastructure

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- add the Rust-backed Python API with PyStemmer compatibility
- distribute standard compiled models as a separate Python package
- generate model artifacts during builds instead of storing them in Git
- add GitHub release and Pages-backed package index workflows
- add Python tests, benchmarks, documentation, and Gradle integration
- refresh the documentation site, branding, and language benchmarks
This commit is contained in:
Leo Galambos
2026-08-10 22:34:32 +02:00
parent b45e143c84
commit 5e3d3c7c7d
139 changed files with 11420 additions and 747 deletions
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{
"source": "Python all-language batch benchmark, 2026-08-08",
"environment": {
"processor": "AMD Ryzen 5 5625U with Radeon Graphics",
"platform": "Linux-7.1.6-201.fc44.x86_64-x86_64-with-glibc2.43",
"python": "CPython 3.14.6",
"cpu_governor": "schedutil"
},
"batch_size": 100,
"direct_pystemmer_comparisons": 18,
"direct_pystemmer_wins": 18,
"geometric_mean_speedup_vs_pystemmer": 1.665046904842523,
"maximum_speedup_vs_pystemmer": {
"language": "it",
"speedup": 3.027396185495421
},
"radixor_throughput_mwords_per_second": {
"minimum": {
"language": "ru",
"value": 3.6574304356731138
},
"maximum": {
"language": "pt",
"value": 5.99085795076713
}
},
"languages": {
"cs": {"radixor_ns_per_word": 224.3, "radixor_mwords_per_second": 4.46, "pystemmer_ns_per_word": 236.6, "speedup_vs_pystemmer": 1.05},
"da": {"radixor_ns_per_word": 178.3, "radixor_mwords_per_second": 5.61, "pystemmer_ns_per_word": 267.6, "speedup_vs_pystemmer": 1.50},
"de": {"radixor_ns_per_word": 230.9, "radixor_mwords_per_second": 4.33, "pystemmer_ns_per_word": 635.5, "speedup_vs_pystemmer": 2.75},
"en": {"radixor_ns_per_word": 180.5, "radixor_mwords_per_second": 5.54, "pystemmer_ns_per_word": 331.9, "speedup_vs_pystemmer": 1.84},
"es": {"radixor_ns_per_word": 184.2, "radixor_mwords_per_second": 5.43, "pystemmer_ns_per_word": 316.6, "speedup_vs_pystemmer": 1.72},
"fa": {"radixor_ns_per_word": 210.1, "radixor_mwords_per_second": 4.76, "pystemmer_ns_per_word": 497.1, "speedup_vs_pystemmer": 2.37},
"fi": {"radixor_ns_per_word": 227.8, "radixor_mwords_per_second": 4.39, "pystemmer_ns_per_word": 258.8, "speedup_vs_pystemmer": 1.14},
"fr": {"radixor_ns_per_word": 234.2, "radixor_mwords_per_second": 4.27, "pystemmer_ns_per_word": 503.7, "speedup_vs_pystemmer": 2.15},
"he": {"radixor_ns_per_word": 228.6, "radixor_mwords_per_second": 4.37, "pystemmer_ns_per_word": null, "speedup_vs_pystemmer": null},
"hu": {"radixor_ns_per_word": 198.2, "radixor_mwords_per_second": 5.04, "pystemmer_ns_per_word": 264.7, "speedup_vs_pystemmer": 1.34},
"it": {"radixor_ns_per_word": 170.8, "radixor_mwords_per_second": 5.86, "pystemmer_ns_per_word": 517.0, "speedup_vs_pystemmer": 3.03},
"nb": {"radixor_ns_per_word": 187.1, "radixor_mwords_per_second": 5.34, "pystemmer_ns_per_word": 239.7, "speedup_vs_pystemmer": 1.28},
"nl": {"radixor_ns_per_word": 187.1, "radixor_mwords_per_second": 5.35, "pystemmer_ns_per_word": 354.8, "speedup_vs_pystemmer": 1.90},
"nn": {"radixor_ns_per_word": 168.7, "radixor_mwords_per_second": 5.93, "pystemmer_ns_per_word": 231.2, "speedup_vs_pystemmer": 1.37},
"pl": {"radixor_ns_per_word": 194.6, "radixor_mwords_per_second": 5.14, "pystemmer_ns_per_word": 214.5, "speedup_vs_pystemmer": 1.10},
"pt": {"radixor_ns_per_word": 166.9, "radixor_mwords_per_second": 5.99, "pystemmer_ns_per_word": 293.2, "speedup_vs_pystemmer": 1.76},
"ru": {"radixor_ns_per_word": 273.4, "radixor_mwords_per_second": 3.66, "pystemmer_ns_per_word": 414.4, "speedup_vs_pystemmer": 1.52},
"sv": {"radixor_ns_per_word": 189.3, "radixor_mwords_per_second": 5.28, "pystemmer_ns_per_word": 212.5, "speedup_vs_pystemmer": 1.12},
"uk": {"radixor_ns_per_word": 221.5, "radixor_mwords_per_second": 4.51, "pystemmer_ns_per_word": null, "speedup_vs_pystemmer": null},
"yi": {"radixor_ns_per_word": 227.5, "radixor_mwords_per_second": 4.39, "pystemmer_ns_per_word": 624.2, "speedup_vs_pystemmer": 2.74}
},
"pystemmer_missing_for_radixor_languages": ["he", "uk"]
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document.addEventListener("DOMContentLoaded",()=>{const b=document.querySelector(".rx2-menu"),n=document.querySelector(".rx2-nav");if(b&&n)b.addEventListener("click",()=>{const o=n.classList.toggle("open");b.setAttribute("aria-expanded",String(o));});document.querySelectorAll("[data-copy]").forEach(btn=>btn.addEventListener("click",async()=>{const el=document.getElementById(btn.dataset.copy);if(!el)return;try{await navigator.clipboard.writeText(el.innerText);const t=btn.textContent;btn.textContent="Copied";setTimeout(()=>btn.textContent=t,1200);}catch(e){}}));});

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const renderRadixorDiagrams = () => {
mermaid.initialize({
startOnLoad: false,
theme: "neutral",
flowchart: { htmlLabels: true, useMaxWidth: true },
});
return mermaid.run({ querySelector: ".mermaid" });
};
if (typeof document$ === "undefined") {
document.addEventListener("DOMContentLoaded", renderRadixorDiagrams);
} else {
document$.subscribe(renderRadixorDiagrams);
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/*
* Radixor documentation safety constraints.
*
* The landing page uses custom page chrome while standard documentation pages
* use Material for MkDocs. These size constraints ensure that a documentation
* logo can never inherit unconstrained intrinsic dimensions. The remaining
* rules carry the landing page's light blue/teal visual language into the
* standard Material documentation shell.
*/
:root,
[data-md-color-scheme="default"] {
--md-primary-fg-color: #ffffff;
--md-primary-fg-color--light: #ffffff;
--md-primary-fg-color--dark: #f7faff;
--md-primary-bg-color: #11182e;
--md-primary-bg-color--light: #4b5b74;
--md-accent-fg-color: #1769ef;
--md-accent-fg-color--transparent: rgba(23, 105, 239, 0.1);
--md-typeset-a-color: #0e62df;
--rx-doc-line: #dce6f2;
--rx-doc-soft: #f7faff;
--rx-doc-text: #172554;
--rx-doc-muted: #53627b;
--rx-doc-teal: #078d7a;
--rx-doc-purple: #6544ef;
}
.md-header {
color: var(--rx-doc-text);
background: rgba(255, 255, 255, 0.97);
border-bottom: 1px solid var(--rx-doc-line);
box-shadow: 0 5px 18px rgba(33, 64, 112, 0.06);
backdrop-filter: blur(8px);
}
.md-header__title,
.md-header__button,
.md-header__topic,
.md-source {
color: var(--rx-doc-text);
}
.md-search__form {
background: #f3f7fc;
border: 1px solid #d8e4f0;
}
.md-search__input,
.md-search__icon {
color: var(--rx-doc-text);
}
.md-search__input::placeholder {
color: #69778d;
}
.md-tabs {
color: var(--rx-doc-text);
background: #fbfdff;
border-bottom: 1px solid var(--rx-doc-line);
}
.md-nav__link--active,
.md-nav__link:focus,
.md-nav__link:hover {
color: #145ff5;
}
.md-nav__item--section > .md-nav__link {
color: #263653;
}
.md-typeset h1,
.md-typeset h2,
.md-typeset h3 {
color: #0b1537;
}
.md-typeset a:hover {
color: var(--rx-doc-purple);
}
.md-typeset code {
border-radius: 0.22rem;
background: #f3f7fc;
}
.md-typeset .admonition,
.md-typeset details {
border-color: #8bb6f2;
box-shadow: 0 3px 12px rgba(33, 64, 112, 0.06);
}
.md-typeset table:not([class]) {
border-color: var(--rx-doc-line);
box-shadow: 0 2px 10px rgba(33, 64, 112, 0.04);
}
.md-footer {
--md-footer-fg-color: var(--rx-doc-text);
--md-footer-fg-color--light: #31516f;
--md-footer-fg-color--lighter: var(--rx-doc-muted);
--md-footer-bg-color: #fbfdff;
--md-footer-bg-color--dark: #f5f9fe;
color: var(--rx-doc-muted);
background: #fbfdff;
border-top: 1px solid var(--rx-doc-line);
}
.md-footer-meta {
color: var(--rx-doc-muted);
background: #f5f9fe;
}
.md-footer a,
.md-footer-meta a {
color: #31516f;
}
.md-header__button.md-logo img,
.md-header__button.md-logo svg,
.md-nav__button.md-logo img,
.md-nav__button.md-logo svg {
width: 1.6rem;
height: 1.6rem;
max-width: 1.6rem;
max-height: 1.6rem;
object-fit: cover;
border-radius: 0.38rem;
box-shadow: 0 2px 8px rgba(24, 82, 176, 0.18);
}
.md-typeset .mermaid {
width: 100%;
max-width: 100%;
overflow-x: auto;
text-align: center;
}
.md-typeset .mermaid svg {
display: block;
width: auto;
max-width: 100%;
height: auto;
margin-inline: auto;
}