I’m encountering an issue while trying to pass callback keyword arguments (cb_kwargs
) in my Scrapy spider. Here’s a simplified version of my code structure:
class MySpider(scrapy.Spider):
name = 'my_spider'
def parse(self, response):
# Extracting product data
product_data = {
'name': 'Product Name',
'price': 100.0,
'colour': '',
'size': ['S', 'M', 'L'],
'reviews_count': 0,
'reviews_score': 0.0,
}
# URLs for API endpoints
color_api_url = 'https://example.com/color_api'
reviews_api_url = 'https://example.com/reviews_api'
# Making request to color API
yield scrapy.Request(url=color_api_url, callback=self.parse_color, cb_kwargs={'product_data': product_data, 'reviews_api_url': reviews_api_url})
def parse_color(self, response, **cb_kwargs):
product_data = cb_kwargs['product_data']
reviews_api_url = cb_kwargs['reviews_api_url']
# Parsing color API response
# Updating product_data['colour']
# Making request to reviews API
yield scrapy.Request(url=reviews_api_url, callback=self.parse_reviews, cb_kwargs={'product_data': product_data})
def parse_reviews(self, response, **cb_kwargs):
product_data = cb_kwargs['product_data']
# Parsing reviews API response
# Updating product_data['reviews_score'] and product_data['reviews_count']
yield product_data
In this setup, I’m trying to pass product_data and reviews_api_url from parse() to parse_color() using cb_kwargs, and then from parse_color() to parse_reviews(). However, I’m experiencing issues where parse_reviews() doesn’t seem to receive product_data correctly, leading to incorrect or missing data in the final output.
I’ve checked that cb_kwargs
are correctly specified when making the requests, and it seems that the code broke when calling the callback functions (parse_color() and parse_reviews()).
Could someone please help me understand the correct approach to pass and utilize cb_kwargs across multiple callback functions in a Scrapy spider? What could be potential pitfalls or best practices to ensure seamless data flow?