"""Analytics modules for Session-Buddy.
This package provides analytics capabilities for understanding session patterns,
component usage, system performance, and advanced predictive analytics.
"""
# Phase 4: Advanced analytics
from session_buddy.analytics.ab_testing import (
ABTestConfig,
ABTestFramework,
TestAnalysisResult,
TestOutcome,
get_ab_framework,
)
from session_buddy.analytics.collaborative_filtering import (
CollaborativeFilteringEngine,
CollaborativeFilteringError,
get_collaborative_engine,
)
from session_buddy.analytics.predictive import (
SessionContext,
SkillSuccessPredictor,
get_predictor,
)
from session_buddy.analytics.session_analytics import (
ASCIIVisualizer,
ComponentUsage,
SessionAnalytics,
SessionStats,
create_session_summary_report,
)
from session_buddy.analytics.time_series import (
HourlyMetrics,
TimeSeriesAnalyzer,
TrendAnalysis,
get_analyzer,
)
from session_buddy.analytics.usage_tracker import (
RankingWeights,
ResultInteraction,
UsageMetrics,
UsageTracker,
)
__all__ = [
# Session analytics
"SessionAnalytics",
"SessionStats",
"ComponentUsage",
"ASCIIVisualizer",
"create_session_summary_report",
# Usage tracking
"UsageTracker",
"UsageMetrics",
"ResultInteraction",
"RankingWeights",
# Phase 4: Predictive analytics
"SkillSuccessPredictor",
"SessionContext",
"get_predictor",
# Phase 4: A/B testing
"ABTestFramework",
"ABTestConfig",
"TestOutcome",
"TestAnalysisResult",
"get_ab_framework",
# Phase 4: Time-series analysis
"TimeSeriesAnalyzer",
"HourlyMetrics",
"TrendAnalysis",
"get_analyzer",
# Phase 4: Collaborative filtering
"CollaborativeFilteringEngine",
"CollaborativeFilteringError",
"get_collaborative_engine",
]
