217 lines
7.1 KiB
Python
217 lines
7.1 KiB
Python
"""DEXRP价格数据收集与分析模块，自动获取交易数据并生成每日统计"""
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import json
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import time
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import subprocess
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from datetime import datetime
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from collections import defaultdict
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import logging
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from pathlib import Path
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import requests
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# 配置常量
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API_URL = "https://backend.dexrp.io/vending/last" # DEXRP API地址
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JSON_FILE = "price.json" # 价格数据存储文件
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HASH_FILE = "processed.json" # 已处理交易哈希记录文件
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LOG_DIR = "logs"
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LOG_FILE_FORMAT = "%Y-%m-%d.log"
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# 全局变量
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SEEN_TXHASHES = set() # 内存中的已处理交易哈希集合
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GIT_INTERVAL = 3600 # Git提交间隔(秒)
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FETCH_INTERVAL = 10 # API轮询间隔(秒)
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LOGGER = None # 添加全局logger变量
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def setup_logging():
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"""配置日志记录"""
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global LOGGER # 声明使用全局logger
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Path(LOG_DIR).mkdir(exist_ok=True)
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log_file = Path(LOG_DIR) / datetime.now().strftime(LOG_FILE_FORMAT)
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logging.basicConfig(
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level=logging.INFO,
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format="%(asctime)s - %(levelname)s - %(message)s",
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handlers=[
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logging.FileHandler(log_file, encoding="utf-8"),
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logging.StreamHandler(),
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],
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)
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LOGGER = logging.getLogger(__name__) # 赋值给全局logger
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return LOGGER
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def fetch_latest_transactions():
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"""从API获取最新交易数据并过滤已处理记录"""
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try:
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response = requests.get(API_URL, timeout=10)
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response.raise_for_status()
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transactions = response.json()
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# transactions = json.loads(
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# open("D:/DOWNLOADS/last.json", "r", encoding="utf-8").read()
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# )
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return [tx for tx in transactions if tx["transactionHash"] not in SEEN_TXHASHES]
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except requests.RequestException as e:
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LOGGER.error("API请求失败: %s", e)
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return None
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def calculate_daily_stats(transactions):
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"""计算每日统计数据(开盘价、收盘价、最高价、最低价、交易量)"""
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daily_data = defaultdict(
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lambda: {
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"open": None,
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"close": None,
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"high": float("-inf"),
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"low": float("inf"),
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"tokensSold": 0,
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}
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)
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for tx in transactions:
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# 使用本地时区转换时间戳
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date = datetime.fromtimestamp(tx["blockTimestamp"]).strftime("%Y-%m-%d")
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price = tx.get("price", 0)
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tokens_sold = tx.get("tokensSold", 0)
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if daily_data[date]["open"] is None:
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daily_data[date]["open"] = price
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daily_data[date]["close"] = price
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daily_data[date]["high"] = max(daily_data[date]["high"], price)
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daily_data[date]["low"] = min(daily_data[date]["low"], price)
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daily_data[date]["tokensSold"] += tokens_sold
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return [
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{
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"date": date,
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"open": data["open"],
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"close": data["close"],
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"high": data["high"],
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"low": data["low"],
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"tokensSold": data["tokensSold"],
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}
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for date, data in daily_data.items()
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]
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def update_json_file(new_data):
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"""Update JSON file with new transaction data."""
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try:
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LOGGER.info("开始更新JSON文件，收到%d条新交易数据", len(new_data))
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# 读取现有数据，如果文件不存在则初始化为空数组
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try:
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with open(JSON_FILE, "r", encoding="utf-8") as file:
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existing_data = json.load(file)
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except FileNotFoundError:
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existing_data = []
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# 确保existing_data是列表
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if not isinstance(existing_data, list):
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existing_data = []
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# 计算每日统计数据
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processed_data = calculate_daily_stats(new_data)
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# 合并数据而不是追加
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existing_dates = {item["date"]: item for item in existing_data}
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for new_item in processed_data:
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date = new_item["date"]
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if date in existing_dates:
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# 合并相同日期的记录
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existing_item = existing_dates[date]
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existing_item["close"] = new_item["close"]
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existing_item["high"] = max(existing_item["high"], new_item["high"])
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existing_item["low"] = min(existing_item["low"], new_item["low"])
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existing_item["tokensSold"] += new_item["tokensSold"]
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else:
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existing_data.append(new_item)
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existing_dates[date] = new_item
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# 写回文件
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with open(JSON_FILE, "w", encoding="utf-8") as file:
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json.dump(existing_data, file, indent=4, ensure_ascii=False)
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LOGGER.info(
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"成功更新%s，合并%d条记录，总计%d条记录",
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JSON_FILE,
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len(processed_data),
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len(existing_data)
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)
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except (FileNotFoundError, json.JSONDecodeError, IOError) as e:
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LOGGER.error("更新JSON文件时发生错误: %s，跳过本次更新", e)
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def git_commit_and_push():
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"""自动提交并推送数据更新到Git仓库"""
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try:
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subprocess.run(["git", "add", "."], check=True)
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subprocess.run(
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[
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"git",
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"commit",
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"--no-verify",
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"--no-gpg-sign",
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"-m",
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f"Auto update at {datetime.now()}",
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],
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check=True,
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)
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subprocess.run(["git", "push"], check=True)
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LOGGER.info("Git提交成功")
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except subprocess.CalledProcessError as e:
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LOGGER.error("Git操作失败: %s", e)
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def load_processed_hashes():
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"""Load processed transaction hashes from file."""
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try:
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with open(HASH_FILE, "r", encoding="utf-8") as file:
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return set(json.load(file))
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except (FileNotFoundError, json.JSONDecodeError):
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return set()
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def save_processed_hashes():
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"""Save processed transaction hashes to file."""
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try:
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with open(HASH_FILE, "w", encoding="utf-8") as file:
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json.dump(list(SEEN_TXHASHES), file, indent=4, ensure_ascii=False)
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LOGGER.info("成功保存已处理交易哈希到%s", HASH_FILE)
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except IOError as e:
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LOGGER.error("保存已处理交易哈希时发生错误: %s", e)
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def main():
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"""主循环，定期获取数据并更新"""
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global SEEN_TXHASHES, LOGGER # 添加logger到全局声明
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setup_logging() # 初始化logger
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LOGGER.info("程序启动")
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SEEN_TXHASHES = load_processed_hashes()
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last_git_time = 0
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while True:
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setup_logging()
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try:
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LOGGER.info("获取最新交易数据...")
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if new_transactions := fetch_latest_transactions():
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LOGGER.info("获取到%d条新交易", len(new_transactions))
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SEEN_TXHASHES.update(tx["transactionHash"] for tx in new_transactions)
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save_processed_hashes()
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update_json_file(new_transactions)
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current_time = time.time()
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if current_time - last_git_time >= GIT_INTERVAL:
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git_commit_and_push()
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last_git_time = current_time
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time.sleep(FETCH_INTERVAL)
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except Exception as e:
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LOGGER.error("错误: %s，继续运行...", e)
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continue
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if __name__ == "__main__":
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main()
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