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Improve the item pipeline docs (#7676)
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@ -57,6 +57,8 @@ Any of these methods may be defined as a coroutine function (``async def``).
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Item pipeline example
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Item pipeline example
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=====================
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=====================
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.. _price-pipeline-example:
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Price validation and dropping items with no prices
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Price validation and dropping items with no prices
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--------------------------------------------------
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--------------------------------------------------
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@ -246,6 +248,8 @@ returns multiples items with the same id:
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return item
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return item
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.. _activating-item-pipeline:
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Activating an Item Pipeline component
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Activating an Item Pipeline component
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=====================================
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=====================================
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@ -262,3 +266,110 @@ To activate an Item Pipeline component you must add its class to the
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The integer values you assign to classes in this setting determine the
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The integer values you assign to classes in this setting determine the
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order in which they run: items go through from lower valued to higher
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order in which they run: items go through from lower valued to higher
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valued classes. It's customary to define these numbers in the 0-1000 range.
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valued classes. It's customary to define these numbers in the 0-1000 range.
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A complete example
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==================
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The examples above show item pipeline components on their own. In a project, a
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pipeline is one of four pieces that work together: the :ref:`item
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<topics-items>` your spider produces, the :ref:`spider <topics-spiders>` that
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yields it, the pipeline that processes it, and the :setting:`ITEM_PIPELINES`
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setting that enables the pipeline.
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The following example wires those pieces together to validate the price of
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books scraped from `books.toscrape.com`_, reusing the ``PricePipeline`` from
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:ref:`price-pipeline-example` above.
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Define the item in ``myproject/items.py``:
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.. code-block:: python
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from dataclasses import dataclass
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@dataclass
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class BookItem:
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title: str
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price: float
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Yield instances of that item from your spider, e.g. in
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``myproject/spiders/books.py``:
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.. skip: next
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.. code-block:: python
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import scrapy
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from myproject.items import BookItem
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class BooksSpider(scrapy.Spider):
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name = "books"
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start_urls = ["https://books.toscrape.com/"]
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def parse(self, response):
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for book in response.css("article.product_pod"):
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yield BookItem(
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title=book.css("h3 a::attr(title)").get(),
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price=float(book.css("p.price_color::text").re_first(r"[\d.]+")),
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)
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Put the ``PricePipeline`` shown earlier in ``myproject/pipelines.py``, and
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enable it in ``myproject/settings.py``:
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.. code-block:: python
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ITEM_PIPELINES = {
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"myproject.pipelines.PricePipeline": 300,
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}
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With these pieces in place, every ``BookItem`` that ``BooksSpider`` yields
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passes through ``PricePipeline`` before it reaches the :ref:`feed exports
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<topics-feed-exports>` or any other output.
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.. _books.toscrape.com: https://books.toscrape.com/
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Common pitfalls
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===============
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The pipeline does not run
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-------------------------
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A pipeline component only runs if its class is listed in the
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:setting:`ITEM_PIPELINES` setting, normally in your project's
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:file:`settings.py` file (see :ref:`activating-item-pipeline`). Adding it to
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the spider or elsewhere has no effect.
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To confirm that Scrapy loaded your pipeline, look for a line like this near the
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start of the crawl log::
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[scrapy.middleware] INFO: Enabled item pipelines:
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['myproject.pipelines.PricePipeline']
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If your pipeline is missing from that list, check that its import path matches
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the :setting:`ITEM_PIPELINES` entry, and that the setting is not being
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overridden, for example by :attr:`~scrapy.Spider.custom_settings` or by a
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redefinition of :setting:`ITEM_PIPELINES` in :file:`settings.py`.
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The item is not returned
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------------------------
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:meth:`process_item` must return the item (or raise
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:exc:`~scrapy.exceptions.DropItem`). A common mistake is to modify the item but
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forget to return it:
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.. code-block:: python
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def process_item(self, item):
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ItemAdapter(item)["price"] *= 1.15
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# Bug: returns None, so the next component gets None instead of the item.
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Return the item so that the next component, and the rest of Scrapy, can keep
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processing it:
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.. code-block:: python
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def process_item(self, item):
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ItemAdapter(item)["price"] *= 1.15
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return item
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@ -9,5 +9,5 @@ from itemadapter import ItemAdapter
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class ${ProjectName}Pipeline:
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class ${ProjectName}Pipeline:
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def process_item(self, item, spider):
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def process_item(self, item):
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return item
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return item
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