scrapy/sep/sep-002.rst

2.6 KiB

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SEP 3
Title List fields API
Author Pablo Hoffman
Created 2009-07-21
Status

Obsolete by :ref:`sep-008`

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SEP-002 - List fields API

This page presents different usage scenarios for the new multi-valued field, called !ListField.

Proposed Implementation

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.. code-block:: python

   #!python
   from scrapy.item.fields import BaseField


   class ListField(BaseField):
       def __init__(self, field, default=None):
           self._field = field
           super(ListField, self).__init__(default)

       def to_python(self, value):
           if hasattr(value, "__iter__"):  # str/unicode not allowed
               return [self._field.to_python(v) for v in value]
           else:
               raise TypeError("Expected iterable, got %s" % type(value).__name__)

       def get_default(self):
           # must return a new copy to avoid unexpected behaviors with mutable defaults
           return list(self._default)

Usage Scenarios

Defining a list field

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.. code-block:: python

   #!python
   from scrapy.item.models import Item
   from scrapy.item.fields import ListField, TextField, DateField, IntegerField


   class Article(Item):
       categories = ListField(TextField)
       dates = ListField(DateField, default=[])
       numbers = ListField(IntegerField, [])

Another case of products and variants which highlights the fact that it's important to instantiate !ListField with field instances, not classes:

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.. code-block:: python

   #!python
   from scrapy.item.models import Item
   from scrapy.item.fields import ListField, TextField


   class Variant(Item):
       name = TextField()


   class Product(Variant):
       variants = ListField(ItemField(Variant))

Assigning a list field

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.. code-block:: python

   #!python
   i = Article()

   i["categories"] = []
   i["categories"] = ["politics", "sport"]
   i["categories"] = ["test", 1]  # -> raises TypeError
   i["categories"] = asd  # -> raises TypeError

   i["dates"] = []
   i["dates"] = ["2009-01-01"]  # raises TypeError? (depends on TextField)

   i["numbers"] = ["1", 2, "3"]
   i["numbers"]  # returns [1, 2, 3]

Default values

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.. code-block:: python

   #!python
   i = Article()

   i["categories"]  # raises KeyError
   i.get("categories")  # returns None

   i["numbers"]  # returns []

Appending values

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.. code-block:: python

   #!python
   i = Article()

   i["categories"] = ["one", "two"]
   i["categories"].append(3)  # XXX: should this fail?
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