CODEWITHSUNDEEP
pythonscrapyscrapy-pipeline
farhawa
farhawa

Reputation: 10417

Scrapy: how to use items in spider and how to send items to pipelines?

I am new to scrapy and my task is simple:

For a given e-commerce website:

I created the spider but products are just printed in a simple file.

My question is about the project structure: how to use items in spider and how to send items to pipelines ?

I can't find a simple example of a project using items and pipelines.

Upvotes: 18

Views: 22687

Answers (1)

Adrien Blanquer
Adrien Blanquer

Reputation: 2061

  • How to use items in my spider?

Well, the main purpose of items is to store the data you crawled. scrapy.Items are basically dictionaries. To declare your items, you will have to create a class and add scrapy.Field in it:

import scrapy

class Product(scrapy.Item):
    url = scrapy.Field()
    title = scrapy.Field()

You can now use it in your spider by importing your Product.

For advanced information, I let you check the doc here

  • How to send items to the pipeline ?

First, you need to tell to your spider to use your custom pipeline.

In the settings.py file:

ITEM_PIPELINES = {
    'myproject.pipelines.CustomPipeline': 300,
}

You can now write your pipeline and play with your item.

In the pipeline.py file:

from scrapy.exceptions import DropItem

class CustomPipeline(object):
    def __init__(self):
        # Create your database connection

    def process_item(self, item, spider):
        # Here you can index your item
        return item

Finally, in your spider, you need to yield your item once it is filled.

spider.py example:

import scrapy
from myspider.items import Product

class MySpider(scrapy.Spider):
    name = "test"
    start_urls = ['http://www.exemple.com']

    def parse(self, response):
        doc = Product()
        doc['url'] = response.url
        doc['title'] = response.xpath('//div/p/text()')
        yield doc # Will go to your pipeline

Hope this helps, here is the doc for pipelines: Item Pipeline

Upvotes: 53

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