Async Runtimes
| Runtime | Characteristics | Use Case | |---------|----------------|----------| | tokio | Most popular, feature-rich | General async applications | | async-std | std-like API | Prefer std-style APIs | | smol | Minimal, embeddable | Lightweight applications | | async-executors | Unified interface | Need runtime portability |
# Web services
tokio = { version = "1", features = ["full"] }
axum = "0.7"
# Lightweight
async-std = "1"
# Minimal
smol = "2"
Solution Patterns
Pattern 1: Web Service Stack
[dependencies]
# Async runtime
tokio = { version = "1", features = ["full"] }
# Web framework
axum = "0.7"
# Database
sqlx = { version = "0.7", features = ["runtime-tokio", "postgres"] }
# Serialization
serde = { version = "1", features = ["derive"] }
serde_json = "1"
# Error handling
anyhow = "1"
thiserror = "1"
# Tracing
tracing = "0.1"
tracing-subscriber = "0.3"
Pattern 2: CLI Tool Stack
[dependencies]
# Argument parsing
clap = { version = "4", features = ["derive"] }
# Error handling
anyhow = "1"
# Config
config = "0.13"
dotenvy = "0.15"
# Progress
indicatif = "0.17"
# Terminal colors
colored = "2"
Pattern 3: Data Processing
[dependencies]
# Parallelism
rayon = "1"
# CSV
csv = "1"
# Serialization
serde = { version = "1", features = ["derive"] }
serde_json = "1"
# HTTP client
reqwest = { version = "0.11", features = ["json", "blocking"] }
Web Frameworks
| Framework | Characteristics | Performance | |-----------|----------------|-------------| | axum | Tower middleware, type-safe | High | | actix-web | Highest performance | Highest | | rocket | Developer-friendly | Medium | | warp | Compositional, filters | High |
// axum example
use axum::{Router, routing::get, Json};
use serde::Serialize;
#[derive(Serialize)]
struct User {
id: u64,
name: String,
}
async fn get_user() -> Json<User> {
Json(User {
id: 1,
name: "Alice".to_string(),
})
}
let app = Router::new()
.route("/user", get(get_user));
Serialization
| Library | Characteristics | Performance | |---------|----------------|-------------| | serde | Standard choice | High | | bincode | Binary, compact | Highest | | postcard | no_std, embedded | High | | ron | Readable format | Medium |
use serde::{Serialize, Deserialize};
#[derive(Serialize, Deserialize)]
struct User {
id: u64,
name: String,
}
// JSON
let json = serde_json::to_string(&user)?;
let user: User = serde_json::from_str(&json)?;
// Binary (more efficient)
let bytes = bincode::serialize(&user)?;
let user: User = bincode::deserialize(&bytes)?;
HTTP Clients
| Library | Characteristics | |---------|----------------| | reqwest | Most popular, easy to use | | ureq | Sync, simple | | surf | Async, modern | | hyper | Low-level, flexible |
// reqwest - async
let response = reqwest::Client::new()
.post("https://api.example.com")
.json(&payload)
.send()
.await?
.json::<Response>()
.await?;
// ureq - sync (no async runtime needed)
let response: Response = ureq::post("https://api.example.com")
.send_json(&payload)?
.into_json()?;
Databases
| Type | Library | |------|---------| | ORM | sqlx, diesel, sea-orm | | Raw SQL | sqlx, tokio-postgres | | NoSQL | mongodb, redis | | Connection pool | sqlx, deadpool, r2d2 |
// sqlx with compile-time checked queries
use sqlx::PgPool;
let pool = PgPool::connect(&database_url).await?;
let user = sqlx::query_as!(
User,
"SELECT id, name FROM users WHERE id = $1",
user_id
)
.fetch_one(&pool)
.await?;
Concurrency & Parallelism
| Scenario | Recommendation | |----------|---------------| | Data parallelism | rayon | | Work stealing | crossbeam, tokio | | Channels | tokio::sync, crossbeam, flume | | Atomics | std::sync::atomic |
// rayon - easy parallelism
use rayon::prelude::*;
let sum: i32 = data
.par_iter()
.map(|x| expensive_computation(x))
.sum();
Error Handling
| Library | Use Case | |---------|----------| | thiserror | Library error types | | anyhow | Application error propagation | | snafu | Structured errors |
// thiserror - for libraries
use thiserror::Error;
#[derive(Error, Debug)]
pub enum MyError {
#[error("I/O error: {0}")]
Io(#[from] std::io::Error),
#[error("Invalid data: {msg}")]
Invalid { msg: String },
}
// anyhow - for applications
use anyhow::{Context, Result};
fn load_config() -> Result<Config> {
let content = std::fs::read_to_string("config.toml")
.context("failed to read config file")?;
toml::from_str(&content)
.context("failed to parse config")
}
Common Tools
| Scenario | Library | |----------|---------| | CLI parsing | clap (v4), structopt | | Logging | tracing, log | | Config | config, dotenvy | | Testing | tempfile, rstest, proptest | | Time | chrono, time | | Random | rand | | Regex | regex |
Crate Selection Principles
- Active maintenance: Check GitHub activity, recent updates
- Download count: Reference crates.io downloads
- MSRV: Minimum Supported Rust Version compatibility
- Dependencies: Number and security of dependencies
- Documentation: Complete docs and examples
- License: MIT/Apache2 compatibility
# Check crate info
cargo info <crate-name>
# Check dependencies
cargo tree
# Security audit
cargo audit
# License check
cargo deny check licenses
Workflow
Step 1: Identify Need
What problem to solve?
→ Web service? Choose framework (axum/actix)
→ CLI tool? Use clap + anyhow
→ Data processing? Use rayon
→ Database access? Use sqlx
Step 2: Evaluate Options
Check:
→ crates.io download count
→ GitHub stars and activity
→ Documentation quality
→ Recent releases
→ Community support
Step 3: Verify Safety
# Security audit
cargo audit
# License compatibility
cargo deny check
# Dependency tree
cargo tree -i <crate>
Deprecated Patterns → Modern
| Deprecated | Modern | Reason |
|-----------|--------|--------|
| lazy_static | std::sync::OnceLock | std built-in |
| rand::thread_rng | rand::rng() | New API |
| failure | thiserror + anyhow | More popular |
| serde_derive | serde (unified) | Simpler imports |
Quick Reference
| Scenario | Recommended Stack | |----------|------------------| | Web service | axum + tokio + sqlx + serde | | CLI tool | clap + anyhow + config | | Serialization | serde + (json/bincode/postcard) | | Parallel compute | rayon | | Config management | config + dotenvy | | Logging | tracing + tracing-subscriber | | Testing | tempfile + rstest + proptest | | Date/time | chrono or time |
Review Checklist
When selecting crates:
- [ ] Crate is actively maintained (updated within 6 months)
- [ ] Good documentation and examples
- [ ] Reasonable dependency count
- [ ] No known security issues (cargo audit)
- [ ] Compatible license (MIT/Apache2)
- [ ] MSRV compatible with project
- [ ] High download count and community usage
- [ ] Stable API (1.0+ or widely used)
Verification Commands
# Search crates
cargo search <keyword>
# Get crate info
cargo info <crate-name>
# Check dependencies
cargo tree
# Security audit
cargo audit
# License check
cargo deny check
# Check for updates
cargo outdated
Common Pitfalls
1. Too Many Dependencies
Symptom: Long compile times, dependency conflicts
# ❌ Avoid: unnecessary dependencies
[dependencies]
# Don't need full tokio if only using channels
tokio = { version = "1", features = ["full"] }
# ✅ Better: minimal features
tokio = { version = "1", features = ["sync"] }
2. Unmaintained Crates
Symptom: Security vulnerabilities, incompatibilities
# Check last update
cargo info <crate-name>
# Check for alternatives
cargo search <similar-crate>
3. Version Conflicts
Symptom: Build failures, duplicate dependencies
# Diagnose conflicts
cargo tree -d
# Use same version across workspace
[workspace.dependencies]
serde = "1"
Related Skills
- rust-async - Async runtime patterns
- rust-web - Web framework usage
- rust-error - Error handling libraries
- rust-testing - Testing libraries
- rust-performance - Performance-critical crates
Localized Reference
- Chinese version: SKILL_ZH.md - 完整中文版本,包含所有内容