diff --git a/pipelines.py b/pipelines.py
new file mode 100644
index 0000000..f4f3fc4
--- /dev/null
+++ b/pipelines.py
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+# Define your item pipelines here
+#
+# Don't forget to add your pipeline to the ITEM_PIPELINES setting
+# See: https://docs.scrapy.org/en/latest/topics/item-pipeline.html
+
+
+# useful for handling different item types with a single interface
+from itemadapter import ItemAdapter
+import pymysql
+import csv
+import openpyxl
+from pymysql import cursors  #导入mysql的游标类
+from twisted.enterprise import adbapi #导入twisted进行数据异步存储
+
+
+
+#把数据存成excel表格的形式
+class JdPipeline(object):
+    fp = None
+    workbook = openpyxl.Workbook()
+    def open_spider(self, spider):
+        print('开始爬虫')
+        self.sheet1 = self.workbook.create_sheet('sheet1')
+        #设置excel列的名称 price name shop
+        self.sheet1.cell(1, 1, value="price")
+        self.sheet1.cell(1, 2, value="name")
+        self.sheet1.cell(1, 3, value="shop")
+        #创建一个jdpc.csv文件
+        self.fp =open('./jdpc.csv', 'w', encoding='utf-8',newline="")
+
+    def process_item(self, item, spider):
+        price = item['price']
+        name = item['name']
+        shop = item['shop']
+        count = item['count']
+        self.count = int(count)
+        #把数据使用for-in循环写入excel表格
+        for i in range(1,self.count):
+            self.sheet1.cell(self.count,1,value=price)
+            self.sheet1.cell(self.count, 2, value=name)
+            self.sheet1.cell(self.count, 3, value=shop)
+        csv_write = csv.writer(self.fp)
+        #把数据写入csv文件
+        csv_write.writerow([name, price,shop])
+        return item
+
+    #该函数会在爬虫结束的时候执行依次
+    def close_spider(self, spider):
+        print('结束爬虫')
+        #保存excel文件
+        self.workbook.save('shuju1.xlsx')
+        self.fp.close()
+
+#异步把数据存入数据库
+class mysqlPipeline(object):
+    def __init__(self):
+        dbparams = {
+            'host': '127.0.0.1',
+            'user': 'root',
+            'password': '数据库密码',
+            'database': 'jd',
+            'cursorclass': cursors.DictCursor  # 这里需要传多一个参数：游标的一个参数给它
+        }
+        self.adpool = adbapi.ConnectionPool('pymysql', **dbparams)
+        self._sql = None
+
+
+    @property
+    def sql(self):
+
+        if not self._sql:
+
+            self._sql = 'insert into jdpc(price,name,shop) values(%s,%s,%s)'
+
+        return self._sql
+
+    def process_item(self, item, spider):
+        defer = self.adpool.runInteraction(self.insert_item, item)  # 需要传一个真正导入数据库操作的函数给它，不然跟同步下载一样
+        defer.addErrback(self.handle_error, item, spider)  # 添加一个接收错误信息的函数
+
+    def insert_item(self, cursor, item):
+        cursor.execute(self.sql, [item['price'], item['name'], item['shop']])
+
+    def handle_error(self, error, item, spider):
+        print('-' * 30)
+        print('Error:', error)
+        print('-' * 30)
+
+
+