"""Pattern bridge — Pattern detection and analysis."""
import logging
from typing import Any

logger = logging.getLogger(__name__)


def detect_patterns(query: str = "", **kwargs: Any) -> dict[str, Any]:
    """Detect patterns in memory or data."""
    try:
        from whitemagic.core.intelligence.synthesis.pattern_engine import PatternEngine

        engine = PatternEngine()
        patterns = engine.detect(query=query, **kwargs)

        return {
            "status": "success",
            "patterns": patterns,
            "count": len(patterns) if isinstance(patterns, list) else 0
        }
    except Exception as e:
        logger.error(f"Pattern detection failed: {e}")
        return {"status": "error", "error": str(e), "patterns": []}


def analyze_pattern(pattern_id: str, **kwargs: Any) -> dict[str, Any]:
    """Analyze a specific pattern."""
    try:
        from whitemagic.core.intelligence.synthesis.pattern_engine import PatternEngine

        engine = PatternEngine()
        analysis = engine.analyze(pattern_id, **kwargs)

        return {"status": "success", "analysis": analysis}
    except Exception as e:
        logger.error(f"Pattern analysis failed: {e}")
        return {"status": "error", "error": str(e)}
