Rust加密货币数据爬虫库crypto-crawler的使用:高效获取实时市场行情与交易数据
Rust加密货币数据爬虫库crypto-crawler的使用:高效获取实时市场行情与交易数据
crypto-crawler是一个可靠的加密货币爬虫库,提供了多种获取加密货币市场数据的功能。
爬取实时交易数据
use crypto_crawler::{crawl_trade, MarketType};
#[tokio::main(flavor = "multi_thread")]
async fn main() {
let (tx, rx) = std::sync::mpsc::channel();
tokio::task::spawn(async move {
for msg in rx {
println!("{}", msg);
}
});
// 爬取binance inverse_swap市场所有symbol的实时交易数据
crawl_t trade("binance", MarketType::InverseSwap, None, tx).await;
}
爬取实时level2订单簿增量更新
use crypto_crawler::{crawl_l2_event, MarketType};
#[tokio::main(flavor = "multi_thread")]
async fn main() {
let (tx, rx) = std::sync::mpsc::channel();
tokio::task::spawn(async move {
for msg in rx {
println!("{}", msg);
}
});
// 爬取binance inverse_swap市场所有symbol的实时level2增量更新
crawl_l2_event("binance", MarketType::InverseSwap, None, tx).await;
}
从RESTful API爬取level2订单簿完整快照
use crypto_crawler::{crawl_l2_snapshot, MarketType};
fn main() {
let (tx, rx) = std::sync::mpsc::channel();
std::thread::spawn(move || {
for msg in rx {
println!("{}", msg);
}
});
// 爬取binance inverse_swap市场所有symbol的level2完整快照
crawl_l2_snapshot("binance", MarketType::InverseSwap, None, tx);
}
爬取实时level2订单簿top-K快照
use crypto_crawler::{crawl_l2_topk, MarketType};
#[tokio::main(flavor = "multi_thread")]
async fn main() {
let (tx, rx) = std::sync::mpsc::channel();
tokio::task::spawn(async move {
for msg in rx {
println!("{}", msg);
}
});
// 爬取binance inverse_swap市场所有symbol的实时level2 top-K快照
crawl_l2_topk("binance", MarketType::InverseSwap, None, tx).await;
}
爬取实时level3订单簿增量更新
use crypto_crawler::{crawl_l3_event, MarketType};
#[tokio::main(flavor极="multi_thread")]
async fn main() {
let (tx, rx) = std::sync::mpsc::channel();
tokio::task::spawn(async move {
for msg in rx {
println!("{}", msg);
}
});
// 爬取CoinbasePro现货市场所有symbol的实时level3更新
crawl_l3_event("coinbase_pro", MarketType::Spot, None, tx).await;
}
从RESTful API爬取level3订单簿完整快照
use crypto_crawler::{crawl_l3_snapshot, MarketType};
fn main() {
let (tx, rx) = std::sync::mpsc::channel();
std::thread::spawn(move || {
for msg in rx {
println!("{}", msg);
}
});
// 爬取CoinbasePro现货市场所有symbol的level3订单簿完整快照
crawl_l3_snapshot("coinbase_pro", MarketType::Spot, None, tx);
}
爬取实时BBO数据
use crypto_crawler::{crawl_bbo, MarketType};
#[tokio::main(flavor = "multi_thread")]
async fn main() {
let (tx, rx) = std::sync::mpsc::channel();
tokio::task::spawn(async move {
for msg in rx {
println!("{}", msg);
}
});
// 爬取binance COIN-margined永续市场所有symbol的实时最优买卖价消息
crawl_bbo("binance", MarketType::InverseSwap, None, tx).await;
}
爬取24小时滚动窗口行情
use crypto_crawler::{crawl_ticker, MarketType};
#[tokio::main(flavor = "multi_thread")]
async fn main() {
let (tx, rx) = std::sync::mpsc::channel();
tokio::task::spawn(async move {
for msg in rx {
println!("{}", msg);
}
});
// 爬取binance COIN-margined永续市场所有symbol的24小时滚动窗口行情
crawl_ticker("binance", MarketType::InverseSwap, None, tx).await;
}
爬取K线数据(即OHLCV)
use crypto_crawler::{crawl_candlestick, MarketType};
#[tokio::main(flavor = "multi_thread")]
async fn main() {
let (tx, rx) = std::sync·mpsc::channel();
tokio::task::spawn(async move {
for msg in rx {
println!("{}", msg);
}
});
// 爬取binance COIN-margined永续市场所有symbol的1分钟到3分钟K线数据
crawl_candlestick("binance", MarketType::InverseSwap, None, tx).await;
}
爬取资金费率
use crypto_crawler::{crawl_funding_rate, MarketType};
#[tokio::main(flavor = "multi_thread")]
async fn main() {
let (tx, rx) = std::sync::mpsc::channel();
tokio·task·spawn(async move {
for msg in rx {
println!("{}", msg);
}
});
// 爬取binance COIN-margined永续市场所有symbol的资金费率
crawl_funding_rate("binance", MarketType::InverseSwap, None, tx).await;
}
完整示例
以下是一个更完整的示例,展示如何使用crypto-crawler获取Binance交易所的实时交易数据并进行处理:
use crypto_crawler::{crawl_trade, MarketType};
use tokio::sync::mpsc;
use serde_json::Value;
use std::collections::HashMap;
#[tokio::main(flavor = "multi_thread")]
async fn main() {
// 创建通道用于接收数据
let (tx, mut rx) = mpsc::unbounded_channel();
// 启动数据处理任务
tokio::spawn(async move {
let mut trade_counts = HashMap::new();
while let Some(msg) = rx.recv().await {
// 解析JSON交易数据
let trade: Value = serde_json::from_str(&msg).unwrap();
// 获取交易对symbol
let symbol = trade["symbol"].as_str().unwrap();
// 统计各symbol的交易数量
*trade_counts.entry(symbol.to_string()).or_insert(0) += 1;
// 打印交易数据
println!("[{}] 价格: {}, 数量: {}",
symbol,
trade["price"].as_f64().unwrap(),
trade["quantity"].as_f64().unwrap()
);
// 每100条交易打印一次统计信息
if trade_counts.values().sum::<i32>() % 100 == 0 {
println!("当前交易统计: {:?}", trade_counts);
}
}
});
// 开始爬取Binance InverseSwap市场的实时交易数据
println!("开始爬取Binance InverseSwap市场交易数据...");
crawl_trade("binance", MarketType::InverseSwap, None, tx).await;
}
Cargo.toml需要添加的依赖:
[dependencies]
crypto-crawler = "4.7.9"
tokio = { version = "1", features = ["full"] }
serde_json = "1.0"
这个库提供了多种获取加密货币市场数据的方式,包括实时交易数据、订单簿更新、行情数据等,是开发加密货币相关应用的强大工具。
1 回复
Rust加密货币数据爬虫库crypto-crawler使用指南
介绍
crypto-crawler是一个用Rust编写的高性能加密货币市场数据爬虫库,专门用于获取实时市场行情和交易数据。它支持多个主流交易所,提供统一的API接口,让开发者可以轻松获取各种加密货币的市场数据。
主要特性:
- 支持多个交易所(Binance, Huobi, OKX, FTX等)
- 获取实时市场行情(ticker)
- 获取实时交易数据(trade)
- 获取订单簿数据(orderbook)
- 高性能异步实现
- 类型安全的API设计
安装
在Cargo.toml中添加依赖:
[dependencies]
crypto-crawler = "0.3"
tokio = { version = "1.0", features = ["full"] }
基本使用方法
1. 获取实时交易数据
use crypto_crawler::*;
use tokio::sync::mpsc;
#[tokio::main]
async fn main() {
let exchanges = vec![
"binance", "huobi", "okx", "kraken", "bitmex",
"mxc", "bitget", "bitfinex", "bybit", "gate"
];
let (tx, mut rx) = mpsc::unbounded_channel();
for exchange in exchanges {
let tx = tx.clone();
tokio::spawn(async move {
crawl_trade(exchange, "all", tx).await;
});
}
while let Some(msg) = rx.recv().await {
println!("Received trade: {:?}", msg);
}
}
2. 获取市场行情数据
use crypto_crawler::*;
use tokio::sync::mpsc;
#[tokio::main]
async fn main() {
let (tx, mut rx) = mpsc::unbounded_channel();
tokio::spawn(async move {
crawl_ticker("binance", "BTC/USDT", tx).await;
});
while let Some(msg) = rx.recv().await {
println!("Received ticker: {:?}", msg);
}
}
3. 获取订单簿数据
use crypto_crawler::*;
use tokio::sync::mpsc;
#[tokio::main]
async fn main() {
let (tx, mut rx) = mpsc::unbounded_channel();
tokio::spawn(async move {
crawl_l2_event("binance", "BTC/USDT", tx).await;
});
while let Some(msg) = rx.recv().await {
println!("Received orderbook update: {:?}", msg);
}
}
高级用法
过滤特定交易对
use crypto_crawler::*;
use tokio::sync::mpsc;
#[tokio::main]
async fn main() {
let (tx, mut rx) = mpsc::unbounded_channel();
tokio::spawn(async move {
crawl_trade("binance", "BTC/USDT", tx).await;
});
while let Some(msg) = rx.recv().await {
if msg.symbol == "BTC/USDT" {
println!("BTC/USDT trade: {:?}", msg);
}
}
}
多交易所数据聚合
use crypto_crawler::*;
use tokio::sync::mpsc;
use std::collections::HashMap;
#[tokio::main]
async fn main() {
let exchanges = vec!["binance", "huobi", "okx"];
let (tx, mut rx) = mpsc::unbounded_channel();
for exchange in exchanges {
let tx = tx.clone();
tokio::spawn(async move {
crawl_ticker(exchange, "BTC/USDT", tx).await;
});
}
let mut prices = HashMap::new();
while let Some(msg) = rx.recv().await {
prices.insert(msg.exchange.clone(), msg.last_price);
println!("Current prices: {:?}", prices);
}
}
完整示例代码
下面是一个整合了交易数据获取、市场行情监控和错误处理的完整示例:
use crypto_crawler::*;
use tokio::sync::mpsc;
use std::collections::HashMap;
use std::time::Duration;
#[tokio::main]
async fn main() {
// 初始化交易所列表和交易对
let exchanges = vec!["binance", "huobi", "okx"];
let symbol = "BTC/USDT";
// 创建通道用于接收数据
let (trade_tx, mut trade_rx) = mpsc::unbounded_channel();
let (ticker_tx, mut ticker_rx) = mpsc::unbounded_channel();
// 启动交易数据爬虫
for exchange in &exchanges {
let tx = trade_tx.clone();
let ex = exchange.to_string();
tokio::spawn(async move {
if let Err(e) = crawl_trade(&ex, symbol, tx).await {
eprintln!("Failed to crawl trade from {}: {}", ex, e);
}
});
}
// 启动行情数据爬虫
for exchange in &exchanges {
let tx = ticker_tx.clone();
let ex = exchange.to_string();
tokio::spawn(async move {
if let Err(e) = crawl_ticker(&ex, symbol, tx).await {
eprintln!("Failed to crawl ticker from {}: {}", ex, e);
}
});
}
// 数据处理任务
tokio::spawn(async move {
let mut last_prices = HashMap::new();
loop {
tokio::select! {
// 处理交易数据
Some(trade) = trade_rx.recv() => {
if trade.symbol == symbol {
println!("[Trade] {}: {:?}", trade.exchange, trade);
}
}
// 处理行情数据
Some(ticker) = ticker_rx.recv() => {
last_prices.insert(ticker.exchange.clone(), ticker.last_price);
println!("[Price Update] {:?}", last_prices);
}
// 定时输出摘要
_ = tokio::time::sleep(Duration::from_secs(10)) => {
println!("=== Market Summary ===");
for (exchange, price) in &last_prices {
println!("{}: {}", exchange, price);
}
}
}
}
}).await.unwrap();
}
注意事项
- 使用前需要确保网络可以访问目标交易所的API
- 高频请求可能会触发交易所的API限制
- 对于生产环境使用,建议添加适当的错误处理和重试逻辑
- 不同交易所支持的交易对可能不同
性能优化建议
- 使用多线程处理不同交易所的数据
- 对于不需要的数据及时过滤,减少处理开销
- 考虑使用更高效的消息通道(如crossbeam)处理高频率数据
- 对于历史数据分析,可以考虑使用crypto-crawler提供的快照功能
这个库非常适合需要实时加密货币市场数据的应用场景,如量化交易系统、市场监控工具和价格预警系统等。