Module real_time_analytics 

Real-time analytics and monitoring for vector search operations

This module provides comprehensive monitoring, analytics, and performance insights for vector search systems including dashboards, alerts, and benchmarking.

Structs

Alert

Alert information

AlertConfig

Alert configuration

AlertManager

Alert management system

AlertRule

Alert rule definition

AnalyticsConfig

Configuration for analytics engine

AnalyticsReport

Analytics report structure

CustomMetric

Custom metrics defined by users

DashboardData

Dashboard data aggregation

EmailNotificationChannel

Email notification channel

GrowthMetrics

Growth metrics

MetricsCollector

Comprehensive metrics collection

NetworkIO

Network I/O metrics

OverviewData

Overview dashboard data

PerformanceMonitor

Performance monitoring with alerting

PerformanceProfiler

Performance profiler for detailed analysis

PerformanceThresholds

Performance thresholds for alerting

PopularQuery

Popular query tracking

ProfileData

QualityMetrics

Vector search quality metrics

QualityMetricsData

Quality metrics dashboard data

QueryAnalyzer

Query pattern analysis

QueryMetrics

Query performance metrics

QueryPattern

Query pattern information

QueryPerformanceData

Query performance dashboard data

SlackNotificationChannel

Slack notification channel

SmtpConfig

SystemHealthData

System health dashboard data

SystemInfo

System information structure

SystemMetrics

System resource metrics

UsageAnalyticsData

Usage analytics dashboard data

UsageTrends

Usage trends analysis

VectorAnalyticsEngine

Real-time analytics engine for vector operations

WebhookNotificationChannel

Webhook notification channel

Enums

AlertSeverity

Alert severity levels

AlertType

Alert types for performance monitoring

AnalyticsEvent

Analytics event types

ExportFormat

Export formats for metrics

Traits

NotificationChannel

Notification channel trait