error handling in autonomous mode
This commit is contained in:
1
Cargo.lock
generated
1
Cargo.lock
generated
@@ -856,6 +856,7 @@ dependencies = [
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"g3-execution",
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"g3-providers",
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"llama_cpp",
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"rand",
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"reqwest",
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"serde",
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"serde_json",
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@@ -47,6 +47,15 @@ Command-line interface:
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- Configuration management commands
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- Session management
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### Error Handling & Resilience
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G3 includes robust error handling with automatic retry logic:
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- **Recoverable Error Detection**: Automatically identifies recoverable errors (rate limits, network issues, server errors, timeouts)
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- **Exponential Backoff with Jitter**: Implements intelligent retry delays to avoid overwhelming services
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- **Detailed Error Logging**: Captures comprehensive error context including stack traces, request/response data, and session information
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- **Error Persistence**: Saves detailed error logs to `logs/errors/` for post-mortem analysis
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- **Graceful Degradation**: Non-recoverable errors are logged with full context before terminating
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## Key Features
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### Intelligent Context Management
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@@ -23,3 +23,4 @@ shellexpand = "3.1"
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tokio-util = "0.7"
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futures-util = "0.3"
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chrono = { version = "0.4", features = ["serde"] }
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rand = "0.8"
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399
crates/g3-core/src/error_handling.rs
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399
crates/g3-core/src/error_handling.rs
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@@ -0,0 +1,399 @@
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//! Error handling module for G3 with retry logic and detailed logging
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//!
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//! This module provides:
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//! - Classification of errors as recoverable or non-recoverable
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//! - Retry logic with exponential backoff and jitter for recoverable errors
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//! - Detailed error logging with context information
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//! - Request/response capture for debugging
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use anyhow::{anyhow, Result};
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use serde::{Deserialize, Serialize};
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use std::time::Duration;
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use tracing::{error, info, warn};
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/// Maximum number of retry attempts for recoverable errors
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const MAX_RETRY_ATTEMPTS: u32 = 3;
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/// Base delay for exponential backoff (in milliseconds)
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const BASE_RETRY_DELAY_MS: u64 = 1000;
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/// Maximum delay between retries (in milliseconds)
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const MAX_RETRY_DELAY_MS: u64 = 10000;
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/// Jitter factor (0.0 to 1.0) to randomize retry delays
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const JITTER_FACTOR: f64 = 0.3;
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/// Error context information for detailed logging
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub struct ErrorContext {
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/// The operation that was being performed
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pub operation: String,
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/// The provider being used
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pub provider: String,
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/// The model being used
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pub model: String,
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/// The last prompt sent (truncated for logging)
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pub last_prompt: String,
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/// Raw request data (if available)
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pub raw_request: Option<String>,
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/// Raw response data (if available)
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pub raw_response: Option<String>,
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/// Stack trace
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pub stack_trace: String,
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/// Timestamp
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pub timestamp: u64,
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/// Number of tokens in context
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pub context_tokens: u32,
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/// Session ID if available
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pub session_id: Option<String>,
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}
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impl ErrorContext {
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pub fn new(
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operation: String,
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provider: String,
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model: String,
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last_prompt: String,
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session_id: Option<String>,
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context_tokens: u32,
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) -> Self {
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let timestamp = std::time::SystemTime::now()
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.duration_since(std::time::UNIX_EPOCH)
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.unwrap_or_default()
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.as_secs();
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// Capture stack trace
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let stack_trace = std::backtrace::Backtrace::force_capture().to_string();
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Self {
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operation,
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provider,
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model,
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last_prompt: truncate_for_logging(&last_prompt, 1000),
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raw_request: None,
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raw_response: None,
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stack_trace,
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timestamp,
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context_tokens,
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session_id,
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}
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}
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pub fn with_request(mut self, request: String) -> Self {
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self.raw_request = Some(truncate_for_logging(&request, 5000));
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self
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}
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pub fn with_response(mut self, response: String) -> Self {
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self.raw_response = Some(truncate_for_logging(&response, 5000));
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self
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}
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/// Log the error context with ERROR level
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pub fn log_error(&self, error: &anyhow::Error) {
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error!("=== G3 ERROR DETAILS ===");
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error!("Operation: {}", self.operation);
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error!("Provider: {} | Model: {}", self.provider, self.model);
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error!("Error: {}", error);
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error!("Timestamp: {}", self.timestamp);
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error!("Session ID: {:?}", self.session_id);
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error!("Context Tokens: {}", self.context_tokens);
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error!("Last Prompt: {}", self.last_prompt);
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if let Some(ref req) = self.raw_request {
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error!("Raw Request: {}", req);
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}
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if let Some(ref resp) = self.raw_response {
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error!("Raw Response: {}", resp);
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}
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error!("Stack Trace:\n{}", self.stack_trace);
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error!("=== END ERROR DETAILS ===");
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// Also save to error log file
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self.save_to_file();
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}
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/// Save error context to a file for later analysis
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fn save_to_file(&self) {
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let logs_dir = std::path::Path::new("logs/errors");
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if !logs_dir.exists() {
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if let Err(e) = std::fs::create_dir_all(logs_dir) {
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error!("Failed to create error logs directory: {}", e);
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return;
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}
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}
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let filename = format!(
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"logs/errors/error_{}_{}.json",
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self.timestamp,
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self.session_id.as_deref().unwrap_or("unknown")
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);
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match serde_json::to_string_pretty(self) {
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Ok(json_content) => {
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if let Err(e) = std::fs::write(&filename, json_content) {
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error!("Failed to save error context to {}: {}", filename, e);
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} else {
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info!("Error details saved to: {}", filename);
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}
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}
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Err(e) => {
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error!("Failed to serialize error context: {}", e);
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}
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}
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}
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}
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/// Classification of error types
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#[derive(Debug, Clone, PartialEq)]
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pub enum ErrorType {
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/// Recoverable errors that should be retried
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Recoverable(RecoverableError),
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/// Non-recoverable errors that should terminate execution
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NonRecoverable,
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}
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/// Types of recoverable errors
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#[derive(Debug, Clone, PartialEq)]
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pub enum RecoverableError {
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/// Rate limit exceeded
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RateLimit,
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/// Temporary network error
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NetworkError,
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/// Server error (5xx)
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ServerError,
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/// Model is busy/overloaded
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ModelBusy,
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/// Timeout
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Timeout,
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/// Token limit exceeded (might be recoverable with summarization)
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TokenLimit,
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}
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/// Classify an error as recoverable or non-recoverable
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pub fn classify_error(error: &anyhow::Error) -> ErrorType {
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let error_str = error.to_string().to_lowercase();
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// Check for recoverable error patterns
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if error_str.contains("rate limit") || error_str.contains("rate_limit") || error_str.contains("429") {
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return ErrorType::Recoverable(RecoverableError::RateLimit);
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}
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if error_str.contains("network") || error_str.contains("connection") ||
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error_str.contains("dns") || error_str.contains("refused") {
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return ErrorType::Recoverable(RecoverableError::NetworkError);
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}
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if error_str.contains("500") || error_str.contains("502") ||
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error_str.contains("503") || error_str.contains("504") ||
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error_str.contains("server error") || error_str.contains("internal error") {
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return ErrorType::Recoverable(RecoverableError::ServerError);
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}
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if error_str.contains("busy") || error_str.contains("overloaded") ||
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error_str.contains("capacity") || error_str.contains("unavailable") {
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return ErrorType::Recoverable(RecoverableError::ModelBusy);
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}
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if error_str.contains("timeout") || error_str.contains("timed out") {
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return ErrorType::Recoverable(RecoverableError::Timeout);
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}
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if error_str.contains("token") && (error_str.contains("limit") || error_str.contains("exceeded")) {
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return ErrorType::Recoverable(RecoverableError::TokenLimit);
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}
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// Default to non-recoverable for unknown errors
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ErrorType::NonRecoverable
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}
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/// Calculate retry delay with exponential backoff and jitter
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pub fn calculate_retry_delay(attempt: u32) -> Duration {
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use rand::Rng;
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// Exponential backoff: delay = base * 2^attempt
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let base_delay = BASE_RETRY_DELAY_MS * (2_u64.pow(attempt.saturating_sub(1)));
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let capped_delay = base_delay.min(MAX_RETRY_DELAY_MS);
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// Add jitter to prevent thundering herd
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let mut rng = rand::thread_rng();
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let jitter = (capped_delay as f64 * JITTER_FACTOR * rng.gen::<f64>()) as u64;
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let final_delay = if rng.gen_bool(0.5) {
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capped_delay + jitter
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} else {
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capped_delay.saturating_sub(jitter)
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};
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Duration::from_millis(final_delay)
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}
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/// Retry logic for async operations
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pub async fn retry_with_backoff<F, Fut, T>(
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operation_name: &str,
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mut operation: F,
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context: &ErrorContext,
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) -> Result<T>
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where
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F: FnMut() -> Fut,
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Fut: std::future::Future<Output = Result<T>>,
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{
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let mut attempt = 0;
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let mut _last_error = None;
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loop {
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attempt += 1;
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match operation().await {
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Ok(result) => {
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if attempt > 1 {
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info!(
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"Operation '{}' succeeded after {} attempts",
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operation_name, attempt
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);
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}
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return Ok(result);
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}
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Err(error) => {
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let error_type = classify_error(&error);
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match error_type {
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ErrorType::Recoverable(recoverable_type) => {
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if attempt >= MAX_RETRY_ATTEMPTS {
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error!(
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"Operation '{}' failed after {} attempts. Giving up.",
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operation_name, attempt
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);
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context.clone().log_error(&error);
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return Err(error);
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}
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let delay = calculate_retry_delay(attempt);
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warn!(
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"Recoverable error ({:?}) in '{}' (attempt {}/{}). Retrying in {:?}...",
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recoverable_type, operation_name, attempt, MAX_RETRY_ATTEMPTS, delay
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);
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warn!("Error details: {}", error);
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// Special handling for token limit errors
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if matches!(recoverable_type, RecoverableError::TokenLimit) {
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info!("Token limit error detected. Consider triggering summarization.");
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}
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tokio::time::sleep(delay).await;
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_last_error = Some(error);
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}
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ErrorType::NonRecoverable => {
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error!(
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"Non-recoverable error in '{}' (attempt {}). Terminating.",
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operation_name, attempt
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);
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context.clone().log_error(&error);
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return Err(error);
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}
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}
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}
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}
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}
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}
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/// Helper function to truncate strings for logging
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fn truncate_for_logging(s: &str, max_len: usize) -> String {
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if s.len() <= max_len {
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s.to_string()
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} else {
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format!("{}... (truncated, {} total chars)", &s[..max_len], s.len())
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}
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}
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/// Macro for creating error context easily
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#[macro_export]
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macro_rules! error_context {
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($operation:expr, $provider:expr, $model:expr, $prompt:expr, $session_id:expr, $tokens:expr) => {
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$crate::error_handling::ErrorContext::new(
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$operation.to_string(),
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$provider.to_string(),
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$model.to_string(),
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$prompt.to_string(),
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$session_id,
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$tokens,
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)
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};
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}
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#[cfg(test)]
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mod tests {
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use super::*;
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#[test]
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fn test_error_classification() {
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// Rate limit errors
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let error = anyhow!("Rate limit exceeded");
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assert_eq!(classify_error(&error), ErrorType::Recoverable(RecoverableError::RateLimit));
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let error = anyhow!("HTTP 429 Too Many Requests");
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assert_eq!(classify_error(&error), ErrorType::Recoverable(RecoverableError::RateLimit));
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// Network errors
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let error = anyhow!("Network connection failed");
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assert_eq!(classify_error(&error), ErrorType::Recoverable(RecoverableError::NetworkError));
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// Server errors
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let error = anyhow!("HTTP 503 Service Unavailable");
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assert_eq!(classify_error(&error), ErrorType::Recoverable(RecoverableError::ServerError));
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// Model busy
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let error = anyhow!("Model is busy, please try again");
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assert_eq!(classify_error(&error), ErrorType::Recoverable(RecoverableError::ModelBusy));
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// Timeout
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let error = anyhow!("Request timed out");
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assert_eq!(classify_error(&error), ErrorType::Recoverable(RecoverableError::Timeout));
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// Token limit
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let error = anyhow!("Token limit exceeded");
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assert_eq!(classify_error(&error), ErrorType::Recoverable(RecoverableError::TokenLimit));
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// Non-recoverable
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let error = anyhow!("Invalid API key");
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assert_eq!(classify_error(&error), ErrorType::NonRecoverable);
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let error = anyhow!("Malformed request");
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assert_eq!(classify_error(&error), ErrorType::NonRecoverable);
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}
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#[test]
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fn test_retry_delay_calculation() {
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// Test that delays increase exponentially
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let delay1 = calculate_retry_delay(1);
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let delay2 = calculate_retry_delay(2);
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let delay3 = calculate_retry_delay(3);
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// Due to jitter, we can't test exact values, but the base should increase
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assert!(delay1.as_millis() >= (BASE_RETRY_DELAY_MS as f64 * 0.7) as u128);
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assert!(delay1.as_millis() <= (BASE_RETRY_DELAY_MS as f64 * 1.3) as u128);
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// Delay 2 should be roughly 2x delay 1 (minus jitter)
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assert!(delay2.as_millis() >= delay1.as_millis());
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// Delay 3 should be roughly 2x delay 2 (minus jitter)
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assert!(delay3.as_millis() >= delay2.as_millis());
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// Test max cap
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let delay_max = calculate_retry_delay(10);
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assert!(delay_max.as_millis() <= (MAX_RETRY_DELAY_MS as f64 * 1.3) as u128);
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}
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#[test]
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fn test_truncate_for_logging() {
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let short_text = "Hello, world!";
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assert_eq!(truncate_for_logging(short_text, 20), "Hello, world!");
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let long_text = "This is a very long text that should be truncated for logging purposes";
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let truncated = truncate_for_logging(long_text, 20);
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assert!(truncated.starts_with("This is a very long "));
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assert!(truncated.contains("truncated"));
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assert!(truncated.contains("total chars"));
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}
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}
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148
crates/g3-core/src/error_handling_test.rs
Normal file
148
crates/g3-core/src/error_handling_test.rs
Normal file
@@ -0,0 +1,148 @@
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//! Integration tests for error handling with retry logic
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#[cfg(test)]
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mod tests {
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use super::super::error_handling::*;
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use anyhow::anyhow;
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use std::sync::atomic::{AtomicU32, Ordering};
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use std::sync::Arc;
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#[tokio::test]
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async fn test_retry_with_recoverable_error() {
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let attempt_count = Arc::new(AtomicU32::new(0));
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let context = ErrorContext::new(
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"test_operation".to_string(),
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"test_provider".to_string(),
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"test_model".to_string(),
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"test prompt".to_string(),
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None,
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100,
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);
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let result = retry_with_backoff(
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"test_operation",
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|| {
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let counter = Arc::clone(&attempt_count);
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async move {
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let count = counter.fetch_add(1, Ordering::SeqCst);
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if count < 2 {
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// Fail with recoverable error on first two attempts
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Err(anyhow!("Rate limit exceeded"))
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} else {
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// Succeed on third attempt
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Ok("Success")
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}
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}
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},
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&context,
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)
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.await;
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assert!(result.is_ok());
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assert_eq!(result.unwrap(), "Success");
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assert_eq!(attempt_count.load(Ordering::SeqCst), 3);
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}
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#[tokio::test]
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async fn test_retry_with_non_recoverable_error() {
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let attempt_count = Arc::new(AtomicU32::new(0));
|
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|
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let context = ErrorContext::new(
|
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"test_operation".to_string(),
|
||||
"test_provider".to_string(),
|
||||
"test_model".to_string(),
|
||||
"test prompt".to_string(),
|
||||
None,
|
||||
100,
|
||||
);
|
||||
|
||||
let result: Result<&str, _> = retry_with_backoff(
|
||||
"test_operation",
|
||||
|| {
|
||||
let counter = Arc::clone(&attempt_count);
|
||||
async move {
|
||||
counter.fetch_add(1, Ordering::SeqCst);
|
||||
// Always fail with non-recoverable error
|
||||
Err(anyhow!("Invalid API key"))
|
||||
}
|
||||
},
|
||||
&context,
|
||||
)
|
||||
.await;
|
||||
|
||||
assert!(result.is_err());
|
||||
assert_eq!(attempt_count.load(Ordering::SeqCst), 1); // Should only try once
|
||||
}
|
||||
|
||||
#[tokio::test]
|
||||
async fn test_retry_exhaustion() {
|
||||
let attempt_count = Arc::new(AtomicU32::new(0));
|
||||
|
||||
let context = ErrorContext::new(
|
||||
"test_operation".to_string(),
|
||||
"test_provider".to_string(),
|
||||
"test_model".to_string(),
|
||||
"test prompt".to_string(),
|
||||
None,
|
||||
100,
|
||||
);
|
||||
|
||||
let result: Result<&str, _> = retry_with_backoff(
|
||||
"test_operation",
|
||||
|| {
|
||||
let counter = Arc::clone(&attempt_count);
|
||||
async move {
|
||||
counter.fetch_add(1, Ordering::SeqCst);
|
||||
// Always fail with recoverable error
|
||||
Err(anyhow!("Network connection failed"))
|
||||
}
|
||||
},
|
||||
&context,
|
||||
)
|
||||
.await;
|
||||
|
||||
assert!(result.is_err());
|
||||
assert_eq!(attempt_count.load(Ordering::SeqCst), 3); // Should try MAX_RETRY_ATTEMPTS times
|
||||
}
|
||||
|
||||
#[test]
|
||||
fn test_error_context_truncation() {
|
||||
let long_prompt = "a".repeat(2000);
|
||||
let context = ErrorContext::new(
|
||||
"test_op".to_string(),
|
||||
"provider".to_string(),
|
||||
"model".to_string(),
|
||||
long_prompt,
|
||||
None,
|
||||
100,
|
||||
);
|
||||
|
||||
// The prompt should be truncated to 1000 chars
|
||||
assert!(context.last_prompt.len() < 1100); // Some buffer for the truncation message
|
||||
assert!(context.last_prompt.contains("truncated"));
|
||||
}
|
||||
|
||||
#[test]
|
||||
fn test_retry_delay_increases() {
|
||||
let delay1 = calculate_retry_delay(1);
|
||||
let delay2 = calculate_retry_delay(2);
|
||||
let delay3 = calculate_retry_delay(3);
|
||||
|
||||
// Delays should generally increase (though jitter can affect this)
|
||||
// We'll test the base delays without jitter
|
||||
let base1 = 1000u64; // BASE_RETRY_DELAY_MS
|
||||
let base2 = 1000u64 * 2;
|
||||
let base3 = 1000u64 * 4;
|
||||
|
||||
// Check that delays are within expected ranges (accounting for jitter)
|
||||
assert!(delay1.as_millis() >= (base1 as f64 * 0.7) as u128);
|
||||
assert!(delay1.as_millis() <= (base1 as f64 * 1.3) as u128);
|
||||
|
||||
assert!(delay2.as_millis() >= (base2 as f64 * 0.7) as u128);
|
||||
assert!(delay2.as_millis() <= (base2 as f64 * 1.3) as u128);
|
||||
|
||||
assert!(delay3.as_millis() >= (base3 as f64 * 0.7) as u128);
|
||||
assert!(delay3.as_millis() <= (base3 as f64 * 1.3) as u128);
|
||||
}
|
||||
}
|
||||
@@ -1,4 +1,8 @@
|
||||
pub mod project;
|
||||
pub mod error_handling;
|
||||
|
||||
#[cfg(test)]
|
||||
mod error_handling_test;
|
||||
use anyhow::Result;
|
||||
use g3_config::Config;
|
||||
use g3_execution::CodeExecutor;
|
||||
@@ -965,10 +969,51 @@ The tool will execute immediately and you'll receive the result (success or erro
|
||||
]
|
||||
}
|
||||
|
||||
/// Helper method to stream with retry logic
|
||||
async fn stream_with_retry(
|
||||
&self,
|
||||
request: &CompletionRequest,
|
||||
error_context: &error_handling::ErrorContext,
|
||||
) -> Result<g3_providers::CompletionStream> {
|
||||
use crate::error_handling::{classify_error, calculate_retry_delay, ErrorType};
|
||||
|
||||
let mut attempt = 0;
|
||||
const MAX_ATTEMPTS: u32 = 3;
|
||||
|
||||
loop {
|
||||
attempt += 1;
|
||||
let provider = self.providers.get(None)?;
|
||||
|
||||
match provider.stream(request.clone()).await {
|
||||
Ok(stream) => {
|
||||
if attempt > 1 {
|
||||
info!("Stream started successfully after {} attempts", attempt);
|
||||
}
|
||||
return Ok(stream);
|
||||
}
|
||||
Err(e) if attempt < MAX_ATTEMPTS => {
|
||||
if matches!(classify_error(&e), ErrorType::Recoverable(_)) {
|
||||
let delay = calculate_retry_delay(attempt);
|
||||
warn!("Recoverable error on attempt {}/{}: {}. Retrying in {:?}...", attempt, MAX_ATTEMPTS, e, delay);
|
||||
tokio::time::sleep(delay).await;
|
||||
} else {
|
||||
error_context.clone().log_error(&e);
|
||||
return Err(e);
|
||||
}
|
||||
}
|
||||
Err(e) => {
|
||||
error_context.clone().log_error(&e);
|
||||
return Err(e);
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
async fn stream_completion_with_tools(
|
||||
&mut self,
|
||||
mut request: CompletionRequest,
|
||||
) -> Result<(String, Duration)> {
|
||||
use crate::error_handling::ErrorContext;
|
||||
use std::io::{self, Write};
|
||||
use tokio_stream::StreamExt;
|
||||
|
||||
@@ -1119,16 +1164,39 @@ The tool will execute immediately and you'll receive the result (success or erro
|
||||
|
||||
let provider = self.providers.get(None)?;
|
||||
debug!("Got provider: {}", provider.name());
|
||||
let mut stream = match provider.stream(request.clone()).await {
|
||||
|
||||
// Create error context for detailed logging
|
||||
let last_prompt = request.messages
|
||||
.iter()
|
||||
.rev()
|
||||
.find(|m| matches!(m.role, MessageRole::User))
|
||||
.map(|m| m.content.clone())
|
||||
.unwrap_or_else(|| "No user message found".to_string());
|
||||
|
||||
let error_context = ErrorContext::new(
|
||||
"stream_completion".to_string(),
|
||||
provider.name().to_string(),
|
||||
provider.model().to_string(),
|
||||
last_prompt,
|
||||
self.session_id.clone(),
|
||||
self.context_window.used_tokens,
|
||||
).with_request(
|
||||
serde_json::to_string(&request).unwrap_or_else(|_| "Failed to serialize request".to_string())
|
||||
);
|
||||
|
||||
// Try to get stream with retry logic
|
||||
let mut stream = match self.stream_with_retry(&request, &error_context).await {
|
||||
Ok(s) => s,
|
||||
Err(e) => {
|
||||
// Additional retry for "busy" errors on subsequent iterations
|
||||
if iteration_count > 1 && e.to_string().contains("busy") {
|
||||
warn!(
|
||||
"Model busy on iteration {}, retrying in 500ms",
|
||||
"Model busy on iteration {}, attempting one more retry in 500ms",
|
||||
iteration_count
|
||||
);
|
||||
tokio::time::sleep(tokio::time::Duration::from_millis(500)).await;
|
||||
match provider.stream(request.clone()).await {
|
||||
|
||||
match self.stream_with_retry(&request, &error_context).await {
|
||||
Ok(s) => s,
|
||||
Err(e2) => {
|
||||
error!("Failed to start stream after retry: {}", e2);
|
||||
|
||||
Reference in New Issue
Block a user