🌐 [translation-sync] FIX: point the Polars benchmarks link at its final destination - #84

✅ Translation Quality Review

Verdict: PASS | Model: claude-sonnet-5 | Date: 2026-08-04
Routing: auto-merge — no gating findings; floors met

📝 Translation Quality

Summary: The Overview section translation is accurate, fluent, and terminologically consistent with the glossary and established conventions. No syntax errors were found, and MyST formatting (directives, code blocks, links) is fully preserved. Only a very minor stylistic note on phrasing was identified; overall this is a high-quality translation of the changed section. Overview section technical terms (Apache Arrow columnar format, lazy evaluation, parallel processing) are translated accurately and consistently with parenthetical English retained for clarity Tip block comparing pandas and Polars performance is rendered clearly and preserves numeric ranges and emphasis markers Proper full-width Chinese punctuation and correct spacing around inline MyST directives (e.g., {doc}pandas <pandas>) are consistently applied in the Overview section

Suggestions:

• [minor · fluency] lectures/polars.md — ## 概述, second paragraph: '由于其性能优势，它作为 {doc}pandas <pandas> 的现代替代品已经获得了广泛的关注' is a slightly loose rendering of 'has gained significant popularity as a modern alternative to pandas due to its performance advantages', but the meaning is fully preserved and reads naturally; no correction needed, listed only as a stylistic note.

🔍 Diff Quality

Summary: The only change—updating the Polars TPC-H benchmarks URL from www.pola.rs to pola.rs in the tip block—was correctly and identically applied in the target document at the same location.

This review was generated automatically by action-translation review mode.