feat: implement Stage 5 (Interactive Reader, EPUB/TXT parser, Bookshelf, Click-to-Translate) and Stage 4.3 (Strict CEFR level calculation)

2026-10-05 11:42:13 +03:00
parent c51c505b61
commit d8a2c6e34f
9 changed files with 2101 additions and 30 deletions
@@ -248,3 +248,57 @@ def build_activity_heatmap(review_dates: Dict[str, int], days: int = 180) -> Dic
        "current_streak": current_streak,
        "longest_streak": max(longest_streak, current_streak),
    }
+
+
+def calculate_cefr_level(
+    mastered_count: int,
+    review_count: int,
+    retention_rate: float,
+    total_cards: int = 0
+) -> Dict[str, Any]:
+    """
+    Computes strict CEFR level based on active vocabulary weight and memory retention rate (PLAN.md 4.3).
+    Only words in Mastered (weight 1.0) and Review (weight 0.5) stages count, scaled by retention rate %.
+    """
+    safe_retention = max(0.0, min(100.0, float(retention_rate)))
+    retention_factor = (safe_retention / 100.0) if safe_retention > 0 else 1.0
+
+    # Active weighted vocabulary: Mastered gives 1.0, Review gives 0.5
+    weighted_words = (mastered_count * 1.0) + (review_count * 0.5)
+    active_vocab = int(round(weighted_words * retention_factor))
+
+    # CEFR thresholds: (min_words, level, title, next_level, next_target)
+    brackets = [
+        (0, "A1", "Начальный словарный запас", "A2", 300),
+        (300, "A2", "Элементарный словарный запас", "B1", 800),
+        (800, "B1", "Уверенное понимание общих и рабочих тем", "B2", 1600),
+        (1600, "B2", "Свободное чтение тех. литературы и документации", "C1", 3000),
+        (3000, "C1", "Продвинутый профессиональный уровень", "C2", 5000),
+    ]
+
+    current_bracket = brackets[0]
+    for b in brackets:
+        if active_vocab >= b[0]:
+            current_bracket = b
+
+    min_w, level, title, next_lvl, next_w = current_bracket
+    words_to_next = max(0, next_w - active_vocab)
+    range_span = next_w - min_w
+    current_progress = active_vocab - min_w
+    pct = int(min(100, max(0, (current_progress / range_span) * 100))) if range_span > 0 else 100
+
+    if words_to_next > 0:
+        message = f"До уровня {next_lvl} осталось закрепить {words_to_next} активных слов"
+    else:
+        message = f"Уровень {level} полностью освоен!"
+
+    return {
+        "level": level,
+        "title": title,
+        "active_vocab": active_vocab,
+        "next_level": next_lvl,
+        "words_to_next": words_to_next,
+        "progress_percent": pct,
+        "message": message,
+        "retention_rate": safe_retention,
+    }