宏观数据抓取

macro-monitor 现在只负责数据获取与聚合，不再包含分析、波动率计算或文本报告生成。

数据源

使用方式

获取全部数据

from macro_monitor import MacroDataMonitor

monitor = MacroDataMonitor()
data = monitor.get_all_data()
print(data)

调用原子化抓取方法

monitor = MacroDataMonitor()

fx_data = monitor.fetch_fx_data()
us_rates = monitor.fetch_us_rates_data()
crypto_data = monitor.fetch_crypto_data()
energy_data = monitor.fetch_energy_data()
china_macro = monitor.fetch_china_macro_data()
backup_market = monitor.fetch_backup_market_data()

只抓市场数据

market_data = monitor.fetch_market_data()

强制使用备用源

market_data = monitor.fetch_market_data(use_backup=True)

输出格式

get_all_data()

{
    "timestamp": "2026-03-28 12:00:00",
    "sources": {
        "alpha_vantage": "OK",
        "tushare": "OK"
    },
    "data": {
        "USD_CNY": 7.24,
        "US_TREASURY_10Y": 4.25,
        "BTC": 67245.0,
        "WTI": 81.45,
        "NATURAL_GAS": 2.85,
        "CHINA_MACRO": {
            "CPI": {"value": 0.7, "yoy": 0.7, "date": "202502"}
        }
    }
}

环境变量

export ALPHAVANTAGE_API_KEY="your_alphavantage_key"
export TUSHARE_TOKEN="your_tushare_token"

依赖

pip3 install requests pandas tushare