add logfire opentelemetry instrumentation #1

+889 -140

Cargo.lock

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+8 -2

Cargo.toml

··· 14 14 anyhow = "1.0" 15 15 thiserror = "1.0" 16 16 dotenv = "0.15" 17 - env_logger = "0.11" 18 - log = "0.4" 19 17 base64 = "0.22" 20 18 actix-governor = "0.10.0" 19 + 20 + # observability with logfire 21 + logfire = "0.8" 22 + tracing = "0.1" 23 + log = "0.4" # keep for compatibility with existing debug logs 24 + opentelemetry = { version = "0.26", features = ["trace", "metrics"] } 25 + opentelemetry-instrumentation-actix-web = { version = "0.23", features = ["metrics"] } 26 + opentelemetry-otlp = { version = "0.26", features = ["trace", "http-proto", "reqwest-client", "reqwest-rustls"] }

+16 -2

src/main.rs

··· 9 9 use actix_web::{middleware, web, App, HttpResponse, HttpServer}; 10 10 use anyhow::Result; 11 11 use config::Config; 12 + use opentelemetry_instrumentation_actix_web::{RequestMetrics, RequestTracing}; 12 13 13 14 async fn index() -> HttpResponse { 14 15 HttpResponse::Ok() ··· 19 20 #[actix_web::main] 20 21 async fn main() -> Result<()> { 21 22 dotenv::dotenv().ok(); 22 - env_logger::init(); 23 + 24 + // initialize logfire 25 + let logfire = logfire::configure() 26 + .finish() 27 + .map_err(|e| anyhow::anyhow!("failed to initialize logfire: {}", e))?; 28 + 29 + let _guard = logfire.shutdown_guard(); 23 30 24 31 let config = Config::from_env()?; 25 32 let host = config.host.clone(); 26 33 let port = config.port; 27 34 28 - log::info!("starting bufo search server on {}:{}", host, port); 35 + logfire::info!("starting bufo search server", 36 + host = &host, 37 + port = port as i64 38 + ); 29 39 30 40 // rate limiter: 10 requests per minute per IP 31 41 let governor_conf = GovernorConfigBuilder::default() ··· 38 48 let cors = Cors::permissive(); 39 49 40 50 App::new() 51 + // opentelemetry tracing and metrics FIRST 52 + .wrap(RequestTracing::new()) 53 + .wrap(RequestMetrics::default()) 54 + // existing middleware 41 55 .wrap(middleware::Logger::default()) 42 56 .wrap(cors) 43 57 .app_data(web::Data::new(config.clone()))

+52 -29

src/search.rs

··· 3 3 use crate::turbopuffer::{QueryRequest, TurbopufferClient}; 4 4 use actix_web::{web, HttpResponse, Result as ActixResult}; 5 5 use serde::{Deserialize, Serialize}; 6 + use tracing::instrument; 6 7 7 8 #[derive(Debug, Deserialize)] 8 9 pub struct SearchQuery { ··· 28 29 pub score: f32, // normalized 0-1 score for display 29 30 } 30 31 32 + #[instrument(skip(config), fields(query = %query.query, top_k = query.top_k))] 31 33 pub async fn search( 32 34 query: web::Json<SearchQuery>, 33 35 config: web::Data<Config>, ··· 38 40 config.turbopuffer_namespace.clone(), 39 41 ); 40 42 41 - // Run vector search 42 - let query_embedding = embedding_client 43 - .embed_text(&query.query) 44 - .await 45 - .map_err(|e| { 46 - log::error!("failed to generate embedding: {}", e); 47 - actix_web::error::ErrorInternalServerError(format!( 48 - "failed to generate embedding: {}", 49 - e 50 - )) 51 - })?; 43 + // run vector search 44 + let query_embedding = { 45 + let _span = logfire::span!("generate_embedding", query = &query.query); 46 + embedding_client 47 + .embed_text(&query.query) 48 + .await 49 + .map_err(|e| { 50 + logfire::error!("failed to generate embedding", error = e.to_string()); 51 + actix_web::error::ErrorInternalServerError(format!( 52 + "failed to generate embedding: {}", 53 + e 54 + )) 55 + })? 56 + }; 52 57 53 58 let vector_request = QueryRequest { 54 59 rank_by: vec![ ··· 60 65 include_attributes: Some(vec!["url".to_string(), "name".to_string(), "filename".to_string()]), 61 66 }; 62 67 63 - let vector_results = tpuf_client.query(vector_request).await.map_err(|e| { 64 - log::error!("failed to query turbopuffer (vector): {}", e); 65 - actix_web::error::ErrorInternalServerError(format!( 66 - "failed to query turbopuffer (vector): {}", 67 - e 68 - )) 69 - })?; 70 - 71 - // Run BM25 text search 72 - let bm25_results = tpuf_client.bm25_query(&query.query, query.top_k * 2).await.map_err(|e| { 73 - log::error!("failed to query turbopuffer (BM25): {}", e); 74 - actix_web::error::ErrorInternalServerError(format!( 75 - "failed to query turbopuffer (BM25): {}", 76 - e 77 - )) 78 - })?; 79 - 80 - // Combine results using Reciprocal Rank Fusion (RRF) 68 + let vector_results = { 69 + let _span = logfire::span!("vector_search", top_k = query.top_k * 2); 70 + tpuf_client.query(vector_request).await.map_err(|e| { 71 + logfire::error!("vector search failed", error = e.to_string()); 72 + actix_web::error::ErrorInternalServerError(format!( 73 + "failed to query turbopuffer (vector): {}", 74 + e 75 + )) 76 + })? 77 + }; 78 + 79 + // run BM25 text search 80 + let bm25_top_k = query.top_k * 2; 81 + let bm25_results = { 82 + let _span = logfire::span!("bm25_search", query = &query.query, top_k = bm25_top_k as i64); 83 + tpuf_client.bm25_query(&query.query, bm25_top_k).await.map_err(|e| { 84 + logfire::error!("bm25 search failed", error = e.to_string()); 85 + actix_web::error::ErrorInternalServerError(format!( 86 + "failed to query turbopuffer (BM25): {}", 87 + e 88 + )) 89 + })? 90 + }; 91 + 92 + // combine results using Reciprocal Rank Fusion (RRF) 93 + let _span = logfire::span!("reciprocal_rank_fusion", 94 + vector_results = vector_results.len(), 95 + bm25_results = bm25_results.len() 96 + ); 97 + 81 98 use std::collections::HashMap; 82 99 let mut rrf_scores: HashMap<String, f32> = HashMap::new(); 83 100 let k = 60.0; // RRF constant ··· 141 158 }) 142 159 .collect(); 143 160 161 + logfire::info!("search completed", 162 + query = &query.query, 163 + results_count = results.len() as i64, 164 + top_score = results.first().map(|r| r.score as f64).unwrap_or(0.0) 165 + ); 166 + 144 167 Ok(HttpResponse::Ok().json(SearchResponse { results })) 145 168 }

-35

src/turbopuffer.rs

··· 2 2 use reqwest::Client; 3 3 use serde::{Deserialize, Serialize}; 4 4 5 - #[derive(Debug, Serialize)] 6 - pub struct UpsertRequest { 7 - pub ids: Vec<String>, 8 - pub vectors: Vec<Vec<f32>>, 9 - pub attributes: serde_json::Value, 10 - } 11 - 12 5 #[derive(Debug, Serialize)] 13 6 pub struct QueryRequest { 14 7 pub rank_by: Vec<serde_json::Value>, ··· 41 34 } 42 35 } 43 36 44 - pub async fn upsert(&self, request: UpsertRequest) -> Result<()> { 45 - let url = format!( 46 - "https://api.turbopuffer.com/v1/vectors/{}", 47 - self.namespace 48 - ); 49 - 50 - let response = self 51 - .client 52 - .post(&url) 53 - .header("Authorization", format!("Bearer {}", self.api_key)) 54 - .json(&request) 55 - .send() 56 - .await 57 - .context("failed to send upsert request")?; 58 - 59 - if !response.status().is_success() { 60 - let status = response.status(); 61 - let body = response.text().await.unwrap_or_default(); 62 - anyhow::bail!( 63 - "turbopuffer upsert failed with status {}: {}", 64 - status, 65 - body 66 - ); 67 - } 68 - 69 - Ok(()) 70 - } 71 - 72 37 pub async fn query(&self, request: QueryRequest) -> Result<QueryResponse> { 73 38 let url = format!( 74 39 "https://api.turbopuffer.com/v1/vectors/{}/query",

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