fix(semantics): add function-level GRACE contracts to _lang_detect.py
All 5 functions now have proper #region/#endregion contracts: - _detector_cache_key [C:1] — private helper - build_detector [C:2] — public API - get_detector [C:2] — public API with caching - detect_language [C:2] — public API, @RAISES for safety - batch_detect [C:3] — public API with @RELATION edges Clean audit: 0 warnings on _lang_detect.py
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@@ -1,10 +1,9 @@
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# #region LanguageDetectService [C:3] [TYPE Module] [SEMANTICS translate, language, detection, heuristic]
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# #region LanguageDetectService [C:2] [TYPE Module] [SEMANTICS translate, language, detection, heuristic]
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# @BRIEF Local language detection powered by lingua-language-detector (no LLM).
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# Provides fast, non-LLM language identification for source text rows,
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# reducing LLM token costs by pre-detecting same-language rows and
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# removing language detection from translation prompts.
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# @LAYER Plugin
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# @RELATION DEPENDS_ON -> [lingua]
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# @RATIONALE LLM-based language detection wastes tokens on every row. lingua is a
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# pure-Python library (pre-built wheel) that runs ~0.1ms/call with ~98%
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# accuracy, vs ~90% for LLM-based detection at ~100x+ cost.
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@@ -47,20 +46,24 @@ _COMMON_SOURCE_CODES: set[str] = {
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_detector_cache: dict[str, LanguageDetector] = {}
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# #region _detector_cache_key [C:1] [TYPE Function] [SEMANTICS cache, key]
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# @BRIEF Build a deterministic cache key from target languages list.
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def _detector_cache_key(target_languages: list[str] | None) -> str:
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"""Build a cache key from the set of target languages."""
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if not target_languages:
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return "__default"
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return ",".join(sorted(set(target_languages)))
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# #endregion _detector_cache_key
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# #region build_detector [C:2] [TYPE Function] [SEMANTICS language, detection, builder]
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# @BRIEF Build a LanguageDetector restricted to target + common source languages.
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# Restricting the language set improves detection speed (~5x faster than
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# all 87 languages). The detector includes both target languages (for
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# pre-filtering) and common source languages (for metadata).
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def build_detector(target_languages: list[str] | None = None) -> LanguageDetector:
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"""Build a LanguageDetector restricted to target + common source languages.
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Restricting the language set improves detection speed (~5x faster than
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all 87 languages). The detector includes both target languages (for
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pre-filtering) and common source languages (for metadata).
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Args:
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target_languages: List of BCP-47 target language codes (e.g. ["ru", "de"]).
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If None or empty, falls back to a default set.
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@@ -81,8 +84,12 @@ def build_detector(target_languages: list[str] | None = None) -> LanguageDetecto
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return LanguageDetectorBuilder.from_all_spoken_languages().build()
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return LanguageDetectorBuilder.from_languages(*lingua_langs).build()
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# #endregion build_detector
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# #region get_detector [C:2] [TYPE Function] [SEMANTICS language, detection, cache]
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# @BRIEF Get or create a cached detector for the given target languages.
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# Cache keyed by sorted set of language codes — same key returns same instance.
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def get_detector(target_languages: list[str] | None = None) -> LanguageDetector:
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"""Get or create a cached detector for the given target languages."""
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key = _detector_cache_key(target_languages)
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@@ -91,8 +98,12 @@ def get_detector(target_languages: list[str] | None = None) -> LanguageDetector:
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detector = build_detector(target_languages)
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_detector_cache[key] = detector
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return detector
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# #endregion get_detector
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# #region detect_language [C:2] [TYPE Function] [SEMANTICS language, detection]
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# @BRIEF Detect the language of a single text string. Returns BCP-47 code or "und".
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# @RAISES Does not raise — all exceptions caught internally and return "und".
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def detect_language(text: str, detector: LanguageDetector) -> str:
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"""Detect the language of a text string using the given detector.
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@@ -114,8 +125,13 @@ def detect_language(text: str, detector: LanguageDetector) -> str:
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return iso.name.lower()
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except Exception:
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return "und"
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# #endregion detect_language
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# #region batch_detect [C:3] [TYPE Function] [SEMANTICS language, detection, batch]
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# @BRIEF Detect language for multiple texts in batch. Builds detector if not provided.
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# @RELATION DEPENDS_ON -> [detect_language]
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# @RELATION DEPENDS_ON -> [get_detector]
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def batch_detect(
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texts: list[str],
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target_languages: list[str] | None = None,
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@@ -135,4 +151,5 @@ def batch_detect(
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detector = get_detector(target_languages)
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return [detect_language(t, detector) for t in texts]
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# #endregion batch_detect
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# #endregion LanguageDetectService
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