backend/analytics/__init__.py

"""
Analytics Module for AegisLM Multi-Run Analysis.

Provides comprehensive analytics capabilities including run comparison,
trend analysis, metrics aggregation, and visualization utilities.
"""

from .comparison_engine import (
    ComparisonEngine,
    ComparisonMetric,
    MetricDelta,
    RunComparison,
    ComparisonResult,
    get_comparison_engine
)

from .trend_analyzer import (
    TrendAnalyzer,
    TrendDirection,
    TrendStrength,
    TrendPoint,
    TrendMetrics,
    MetricTrend,
    TrendAnalysisResult,
    get_trend_analyzer
)

from .aggregation_utils import (
    AggregationUtils,
    AggregationMethod,
    MetricStats,
    AggregatedMetrics,
    get_aggregation_utils
)

from .analytics_service import (
    AnalyticsService
)

from .visualization_utils import (
    VisualizationUtils,
    ChartDataPoint,
    ChartSeries,
    ChartConfig,
    get_visualization_utils
)

__all__ = [
    # Comparison Engine
    "ComparisonEngine",
    "ComparisonMetric",
    "MetricDelta",
    "RunComparison",
    "ComparisonResult",
    "get_comparison_engine",
    
    # Trend Analyzer
    "TrendAnalyzer",
    "TrendDirection",
    "TrendStrength",
    "TrendPoint",
    "TrendMetrics",
    "MetricTrend",
    "TrendAnalysisResult",
    "get_trend_analyzer",
    
    # Aggregation Utils
    "AggregationUtils",
    "AggregationMethod",
    "MetricStats",
    "AggregatedMetrics",
    "get_aggregation_utils",
    
    # Analytics Service
    "AnalyticsService",
    
    # Visualization Utils
    "VisualizationUtils",
    "ChartDataPoint",
    "ChartSeries",
    "ChartConfig",
    "get_visualization_utils"
]