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| { | |
| "analytics_agent": { | |
| "version": "1.0.0", | |
| "enabled": true, | |
| "description": "Advanced analytics agent with custom metrics, notifications, and multi-role support", | |
| "custom_metrics": { | |
| "enabled": true, | |
| "collection_interval_seconds": 60, | |
| "retention_days": 90, | |
| "metrics": [ | |
| { | |
| "id": "user_engagement_score", | |
| "name": "User Engagement Score", | |
| "type": "composite", | |
| "formula": "(active_users * avg_session_duration) / total_users", | |
| "threshold_warning": 0.3, | |
| "threshold_critical": 0.15 | |
| }, | |
| { | |
| "id": "api_response_time_p95", | |
| "name": "API Response Time (95th Percentile)", | |
| "type": "performance", | |
| "unit": "milliseconds", | |
| "threshold_warning": 500, | |
| "threshold_critical": 1000 | |
| }, | |
| { | |
| "id": "error_rate", | |
| "name": "Error Rate", | |
| "type": "reliability", | |
| "unit": "percentage", | |
| "threshold_warning": 2, | |
| "threshold_critical": 5 | |
| }, | |
| { | |
| "id": "resource_utilization", | |
| "name": "Resource Utilization", | |
| "type": "system", | |
| "components": ["cpu", "memory", "disk", "network"], | |
| "threshold_warning": 75, | |
| "threshold_critical": 90 | |
| } | |
| ] | |
| }, | |
| "notifications": { | |
| "enabled": true, | |
| "channels": [ | |
| { | |
| "type": "email", | |
| "enabled": true, | |
| "recipients": ["admin@strategystack.io", "ops-team@strategystack.io"], | |
| "severity_levels": ["warning", "critical"] | |
| }, | |
| { | |
| "type": "slack", | |
| "enabled": true, | |
| "webhook_url": "${SLACK_WEBHOOK_URL}", | |
| "channel": "#analytics-alerts", | |
| "severity_levels": ["critical"] | |
| }, | |
| { | |
| "type": "webhook", | |
| "enabled": true, | |
| "endpoint": "${WEBHOOK_ENDPOINT}", | |
| "severity_levels": ["info", "warning", "critical"] | |
| } | |
| ], | |
| "rate_limiting": { | |
| "enabled": true, | |
| "max_notifications_per_hour": 10, | |
| "cooldown_minutes": 15 | |
| } | |
| }, | |
| "role_views": { | |
| "enabled": true, | |
| "roles": [ | |
| { | |
| "id": "admin", | |
| "name": "Administrator", | |
| "permissions": ["view_all", "configure", "export", "delete"], | |
| "default_dashboard": "system_overview", | |
| "visible_metrics": ["*"] | |
| }, | |
| { | |
| "id": "analyst", | |
| "name": "Data Analyst", | |
| "permissions": ["view_all", "export"], | |
| "default_dashboard": "analytics_deep_dive", | |
| "visible_metrics": ["user_engagement_score", "custom_metrics", "historical_trends"] | |
| }, | |
| { | |
| "id": "developer", | |
| "name": "Developer", | |
| "permissions": ["view_technical", "export"], | |
| "default_dashboard": "api_performance", | |
| "visible_metrics": ["api_response_time_p95", "error_rate", "system_health"] | |
| }, | |
| { | |
| "id": "viewer", | |
| "name": "Read-Only Viewer", | |
| "permissions": ["view_summary"], | |
| "default_dashboard": "executive_summary", | |
| "visible_metrics": ["user_engagement_score"] | |
| } | |
| ] | |
| }, | |
| "batch_processing": { | |
| "enabled": true, | |
| "schedule": "0 2 * * *", | |
| "operations": [ | |
| { | |
| "name": "daily_aggregation", | |
| "type": "aggregate", | |
| "source_metrics": ["*"], | |
| "output_format": "parquet", | |
| "retention_days": 365 | |
| }, | |
| { | |
| "name": "weekly_report", | |
| "type": "report", | |
| "schedule": "0 3 * * 1", | |
| "recipients": ["leadership@strategystack.io"], | |
| "format": "pdf" | |
| }, | |
| { | |
| "name": "data_cleanup", | |
| "type": "maintenance", | |
| "schedule": "0 1 * * 0", | |
| "purge_older_than_days": 90 | |
| } | |
| ] | |
| }, | |
| "historical_analysis": { | |
| "enabled": true, | |
| "storage_backend": "timeseries_db", | |
| "compression": "zstd", | |
| "features": [ | |
| { | |
| "name": "trend_detection", | |
| "enabled": true, | |
| "algorithms": ["moving_average", "exponential_smoothing", "seasonal_decomposition"] | |
| }, | |
| { | |
| "name": "anomaly_detection", | |
| "enabled": true, | |
| "algorithms": ["isolation_forest", "statistical_outliers", "prophet"] | |
| }, | |
| { | |
| "name": "forecasting", | |
| "enabled": true, | |
| "horizon_days": 30, | |
| "confidence_interval": 0.95 | |
| }, | |
| { | |
| "name": "comparative_analysis", | |
| "enabled": true, | |
| "comparison_periods": ["day_over_day", "week_over_week", "month_over_month", "year_over_year"] | |
| } | |
| ] | |
| }, | |
| "system_health": { | |
| "enabled": true, | |
| "monitoring_interval_seconds": 30, | |
| "components": [ | |
| { | |
| "name": "database", | |
| "checks": ["connection_pool", "query_performance", "replication_lag"], | |
| "critical_threshold": 5 | |
| }, | |
| { | |
| "name": "cache", | |
| "checks": ["hit_rate", "memory_usage", "eviction_rate"], | |
| "critical_threshold": 3 | |
| }, | |
| { | |
| "name": "queue", | |
| "checks": ["depth", "processing_rate", "dead_letter_queue"], | |
| "critical_threshold": 1000 | |
| }, | |
| { | |
| "name": "external_services", | |
| "checks": ["api_availability", "response_time", "rate_limits"], | |
| "critical_threshold": 2 | |
| } | |
| ], | |
| "auto_recovery": { | |
| "enabled": true, | |
| "actions": ["restart_service", "clear_cache", "scale_resources"] | |
| } | |
| }, | |
| "api_endpoints": { | |
| "enabled": true, | |
| "base_path": "/api/v1/analytics", | |
| "authentication": "bearer_token", | |
| "rate_limiting": { | |
| "enabled": true, | |
| "requests_per_minute": 100 | |
| }, | |
| "endpoints": [ | |
| { | |
| "path": "/metrics", | |
| "methods": ["GET"], | |
| "description": "Retrieve current metrics", | |
| "parameters": ["metric_id", "start_time", "end_time", "granularity"] | |
| }, | |
| { | |
| "path": "/metrics/custom", | |
| "methods": ["POST", "PUT", "DELETE"], | |
| "description": "Manage custom metrics", | |
| "permissions": ["admin"] | |
| }, | |
| { | |
| "path": "/dashboards", | |
| "methods": ["GET"], | |
| "description": "Get dashboard configurations for user role" | |
| }, | |
| { | |
| "path": "/alerts", | |
| "methods": ["GET", "POST"], | |
| "description": "Manage alert configurations" | |
| }, | |
| { | |
| "path": "/export", | |
| "methods": ["POST"], | |
| "description": "Export analytics data", | |
| "parameters": ["format", "metrics", "date_range"], | |
| "formats": ["json", "csv", "parquet", "excel"] | |
| }, | |
| { | |
| "path": "/health", | |
| "methods": ["GET"], | |
| "description": "Get system health status", | |
| "public": true | |
| }, | |
| { | |
| "path": "/historical", | |
| "methods": ["GET"], | |
| "description": "Access historical analysis and trends", | |
| "parameters": ["analysis_type", "metric_id", "time_range"] | |
| } | |
| ] | |
| }, | |
| "failover_logging": { | |
| "enabled": true, | |
| "primary_logger": { | |
| "type": "elasticsearch", | |
| "endpoint": "${ELASTICSEARCH_URL}", | |
| "index_pattern": "analytics-logs-%{+YYYY.MM.dd}" | |
| }, | |
| "failover_loggers": [ | |
| { | |
| "priority": 1, | |
| "type": "cloudwatch", | |
| "log_group": "strategystack-analytics", | |
| "retention_days": 30 | |
| }, | |
| { | |
| "priority": 2, | |
| "type": "file", | |
| "path": "/var/log/analytics", | |
| "rotation": "daily", | |
| "max_size_mb": 100, | |
| "retention_days": 7 | |
| }, | |
| { | |
| "priority": 3, | |
| "type": "syslog", | |
| "endpoint": "${SYSLOG_ENDPOINT}", | |
| "protocol": "tcp" | |
| } | |
| ], | |
| "health_check_interval_seconds": 60, | |
| "auto_failover": true, | |
| "log_levels": ["DEBUG", "INFO", "WARNING", "ERROR", "CRITICAL"], | |
| "structured_logging": true, | |
| "include_metadata": { | |
| "timestamp": true, | |
| "correlation_id": true, | |
| "user_id": true, | |
| "session_id": true, | |
| "environment": true | |
| } | |
| }, | |
| "integration_points": { | |
| "ui_interface": { | |
| "enabled": true, | |
| "framework": "react", | |
| "components": [ | |
| { | |
| "name": "MetricsDashboard", | |
| "path": "src/components/analytics/MetricsDashboard.tsx", | |
| "props": ["roleId", "dateRange", "refreshInterval"] | |
| }, | |
| { | |
| "name": "CustomMetricBuilder", | |
| "path": "src/components/analytics/CustomMetricBuilder.tsx", | |
| "permissions": ["admin", "analyst"] | |
| }, | |
| { | |
| "name": "AlertsPanel", | |
| "path": "src/components/analytics/AlertsPanel.tsx", | |
| "realtime": true | |
| }, | |
| { | |
| "name": "HistoricalAnalyzer", | |
| "path": "src/components/analytics/HistoricalAnalyzer.tsx", | |
| "features": ["trends", "forecasting", "anomalies"] | |
| }, | |
| { | |
| "name": "SystemHealthMonitor", | |
| "path": "src/components/analytics/SystemHealthMonitor.tsx", | |
| "update_interval_seconds": 10 | |
| } | |
| ], | |
| "websocket_endpoint": "${WEBSOCKET_URL}/analytics", | |
| "state_management": "redux" | |
| }, | |
| "backend_services": { | |
| "strategy_engine": { | |
| "metrics_export": true, | |
| "event_hooks": ["strategy_execution", "performance_update"] | |
| }, | |
| "user_service": { | |
| "metrics_export": true, | |
| "event_hooks": ["user_action", "session_start", "session_end"] | |
| }, | |
| "notification_service": { | |
| "alert_integration": true, | |
| "priority_routing": true | |
| } | |
| } | |
| }, | |
| "performance_optimization": { | |
| "caching": { | |
| "enabled": true, | |
| "strategy": "redis", | |
| "ttl_seconds": 300, | |
| "cache_warmer": true | |
| }, | |
| "query_optimization": { | |
| "enabled": true, | |
| "use_materialized_views": true, | |
| "parallel_queries": true, | |
| "query_timeout_seconds": 30 | |
| }, | |
| "data_sampling": { | |
| "enabled": true, | |
| "high_cardinality_threshold": 10000, | |
| "sampling_rate": 0.1 | |
| } | |
| } | |
| } | |
| } |