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//! Distributed tracing and observability for VecStore
//!
//! This module provides comprehensive tracing instrumentation for VecStore operations,
//! enabling performance monitoring, debugging, and distributed tracing across services.
//!
//! VecStore uses the `tracing` crate which is backend-agnostic and works with:
//! - OpenTelemetry (Jaeger, Zipkin, Honeycomb, etc.)
//! - Console/stdout logging
//! - Custom exporters
//!
//! # Features
//! - Automatic span creation for all major operations (query, upsert, hybrid_query)
//! - Performance timing for slow query detection
//! - Error tracking and context
//! - Configurable sampling rates
//!
//! # Example
//! ```no_run
//! use vecstore::telemetry::init_telemetry;
//!
//! # fn example() -> anyhow::Result<()> {
//! // Initialize with default console logging
//! init_telemetry()?;
//! # Ok(())
//! # }
//! ```
//!
//! # OpenTelemetry Integration
//! For production deployments with OpenTelemetry, use `tracing-opentelemetry`:
//!
//! ```ignore
//! use tracing_subscriber::layer::SubscriberExt;
//! use tracing_opentelemetry::OpenTelemetryLayer;
//!
//! let tracer = opentelemetry_jaeger::new_pipeline()
//! .with_service_name("vecstore")
//! .install_simple()?;
//!
//! let telemetry = OpenTelemetryLayer::new(tracer);
//! let subscriber = tracing_subscriber::registry().with(telemetry);
//! tracing::subscriber::set_global_default(subscriber)?;
//! ```
use Result;
use ;
/// Initialize basic tracing with console output
///
/// This sets up tracing with formatted console output and environment-based filtering.
/// For production deployments, integrate with OpenTelemetry or other backends.
///
/// # Example
/// ```no_run
/// use vecstore::telemetry::init_telemetry;
///
/// # fn example() -> anyhow::Result<()> {
/// init_telemetry()?;
/// # Ok(())
/// # }
/// ```
/// Initialize telemetry with JSON formatting
///
/// Useful for structured logging in production environments.
///
/// # Example
/// ```no_run
/// use vecstore::telemetry::init_telemetry_json;
///
/// # fn example() -> anyhow::Result<()> {
/// init_telemetry_json()?;
/// # Ok(())
/// # }
/// ```
/// Trace an async operation with automatic span creation
///
/// # Example
/// ```no_run
/// use vecstore::telemetry::traced_async;
///
/// # async fn example() -> anyhow::Result<()> {
/// let result = traced_async("my_operation", async {
/// // Your async logic here
/// Ok::<_, anyhow::Error>(42)
/// }).await?;
/// # Ok(())
/// # }
/// ```
pub async
/// Trace a synchronous operation with automatic span creation
///
/// # Example
/// ```no_run
/// use vecstore::telemetry::traced_sync;
///
/// # fn example() -> anyhow::Result<()> {
/// let result = traced_sync("my_operation", || {
/// // Your logic here
/// Ok::<_, anyhow::Error>(42)
/// })?;
/// # Ok(())
/// # }
/// ```
/// Record an event in the current span
///
/// # Example
/// ```no_run
/// use vecstore::telemetry::record_event;
///
/// # fn example() {
/// record_event("cache_hit");
/// # }
/// ```
/// Record an error in the current span
///
/// # Example
/// ```no_run
/// use vecstore::telemetry::record_error;
/// use anyhow::anyhow;
///
/// # fn example() {
/// let error = anyhow!("Something went wrong");
/// record_error(&error);
/// # }
/// ```