Issue
I regularly scrape product prices and store them in the pricehistory
table.
Example table:
id productid oldprice newprice created_at
20 B0B136KCXP 1571.54 1687.31 2022-09-27 14:38:34
527 B0B136KCXP 1687.31 1598.39 2022-09-27 21:28:04
1317 B0B136KCXP 1598.39 1798.19 2022-09-28 13:51:02
1344 B0B136KCXP 1798.19 1897.10 2022-09-28 14:16:59
1859 B0B136KCXP 1897.10 1587.41 2022-09-28 22:23:39
5894 B0B136KCXP 1587.41 1883.12 2022-09-30 22:22:47
6433 B0B136KCXP 1883.12 1873.13 2022-10-01 09:56:28
9080 B0B136KCXP 1873.13 1883.12 2022-10-03 16:16:43
9256 B0B136KCXP 1883.12 1873.13 2022-10-03 19:54:40
10112 B0B136KCXP 1873.13 1860.13 2022-10-04 07:47:43
10290 B0B136KCXP 1860.13 1798.20 2022-10-04 11:09:52
In this table I want to select the lowest price by productid
. I will send this data I have taken as a notification via telegram bot.
I tried a few times but was unsuccessful. I want to perform this operation in scrapy pipelines.py
file.
What I want to choose:
productid
, lowest.oldprice
, created_at
Thanks in advance for your help.
My notification function:
def sendnotifications(self, token):
cursor = self.cnx.cursor()
req = requests
cursor.execute("SELECT * FROM notificate WHERE token= '"+token+"'")
notifications = cursor.fetchall()
for notification in notifications:
print(notification)
productid = notification[1]
url = notification[3]
name = notification[2]
old = notification[4]
new = notification[5]
price_difference = old - new
percentage = price_difference / old
percentage_str = str("%.2f" % (percentage * 100))
cursor.execute("SELECT p1.productid,p1.oldprice,p1.created_at FROM pricehistory p1 JOIN (SELECT min(oldprice) as minprice,productid FROM pricehistory GROUP BY productid) p2 ON p1.productid=p2.productid and p1.oldprice=p2.minprice")
pricehistory = cursor.fetchall()
for history in pricehistory:
productid = history[0]
oldprice = history[1]
created_at = history[2]
message = "<b>" + name + "</b>" + "\n\n" + \
str(old) + " TL >>>> " + \
str(new) + f" TL - <b>{percentage_str}%</b>" + "\n\n" + \
url + "\n\n" + \
"Min Price History:" + oldprice + created_at + "\n\n"
if str(old) == "1.00" or str(old) == "2.00":
message = "<b>" + name + "</b>" + "\n\n" + \
"<b>" + str(new) + " TL\n\n" + "</b>" + \
url + "\n\n" + \
"Min Price History:" + oldprice + created_at + "\n\n"
Solution
If you just want to get the lowest price,then you can using following sql
SELECT min(oldprice),productid FROM pricehistory
GROUP BY productid
If you want to get created_at
together,then can using following sql
SELECT p1.productid,p1.oldprice,p1.created_at FROM pricehistory p1
JOIN
(
SELECT min(oldprice) as minprice,productid FROM pricehistory
GROUP BY productid
) p2 ON p1.productid=p2.product_id and p1.oldprice=p2.minprice
Answered By - lucumt
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