如何序列化XML Exp中的项目列表的废字段

2024-05-23 18:07:04 发布

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其他类型的项目可能是复杂的项目列表。当我用默认的XmlItemExporter导出它时,子列表项的前缀是<value>标记。如何将这些标记的值赋值给一个子标记。在

文档的项目导出页面解释了这句话:

Unless overridden in the serialize_field() method, multi-valued fields are exported by serializing each value inside a <value> element. This is for convenience, as multi-valued fields are very common.

docs页面还提供了在字段中声明序列化程序和重写Serialize_Field()方法的简单示例,但这两个示例都针对单值字段,没有建议如何针对多值字段自定义它们。在

我在网上搜索了一个如何做到这一点的例子,但我没有找到任何一个。在

以下是我用于测试的项目树示例:

class Course(scrapy.Item):
    title = scrapy.Field()
    lessons = scrapy.Field()

class Lesson(scrapy.Item):
    session = scrapy.Field()
    topic = scrapy.Field()
    assignment = scrapy.Field()

class ReadingAssignment(scrapy.Item):
    textBook = scrapy.Field()
    pages = scrapy.Field()

course = Course()
course['title'] = 'Greatness'
course['lessons'] = []

lesson = Lesson()
lesson['session'] = 'Week 1'
lesson['topic'] = 'Think Great'
lesson['assignment'] = []

reading =  ReadingAssignment()
reading['textBook'] = 'Great Book 1'
reading['pages'] = '1-20'
lesson['assignment'].append(reading)
course['lessons'].append(lesson)

lesson = Lesson()
lesson['session'] = 'Week 2'
lesson['topic'] = 'Act Great'
lesson['assignment'] = []

reading =  ReadingAssignment()
reading['textBook'] = 'Great Book 2'
reading['pages'] = '21-40'
lesson['assignment'].append(reading)
course['lessons'].append(lesson)

lesson = Lesson()
lesson['session'] = 'Week 3'
lesson['topic'] = 'Look Great'
lesson['assignment'] = []

reading =  ReadingAssignment()
reading['textBook'] = 'Great Book 3'
reading['pages'] = '41-60'
lesson['assignment'].append(reading)
course['lessons'].append(lesson)

lesson = Lesson()
lesson['session'] = 'Week 4'
lesson['topic'] = 'Be Great'
lesson['assignment'] = []

reading =  ReadingAssignment()
reading['textBook'] = 'Great Book 4'
reading['pages'] = '61-80'
lesson['assignment'].append(reading)
course['lessons'].append(lesson)

输出:

^{pr2}$

{1>当我完成这个任务时:

^{3}$

我想做的是将这些<value>标记更改为附加到列表中的项的名称。像这样:

<items>
  <course>
    <title>Greatness</title>
    <lessons>
      <lesson>
        <session>Week 1</session>
        <topic>Think Great</topic>
        <assignment>
          <reading>
            <textBook>Great Book 1</textBook>
            <pages>1-20</pages>
          </reading>
        </assignment>
      </lesson>
      <lesson>
        <session>Week 2</session>
        <topic>Act Great</topic>
        <assignment>
          <reading>
            <textBook>Great Book 2</textBook>
            <pages>21-40</pages>
          </reading>
        </assignment>
      </lesson>
      <lesson>
        <session>Week 3</session>
        <topic>Look Great</topic>
        <assignment>
          <reading>
            <textBook>Great Book 3</textBook>
            <pages>41-60</pages>
          </reading>
        </assignment>
      </lesson>
      <lesson>
        <session>Week 4</session>
        <topic>Be Great</topic>
        <assignment>
          <reading>
            <textBook>Great Book 4</textBook>
            <pages>61-80</pages>
          </reading>
        </assignment>
      </lesson>
    </lessons>
  </course>
</items>

Tags: fieldtopicsessionpagesscrapyweekassignmentcourse
1条回答
网友
1楼 · 发布于 2024-05-23 18:07:04

这确实没有很好的文档记录,我们将不得不阅读^{} source code,结果发现<value>标记选项已硬编码在^{} method中:

elif is_listlike(serialized_value):
    self._beautify_newline()
    for value in serialized_value:
        self._export_xml_field('value', value, depth=depth+1)
    self._beautify_indent(depth=depth)

幸运的是,有一条出路,在前面的线路上:

^{pr2}$

这意味着要处理一个字典,但实际上它将接受任何具有返回字符串和项元组的.items()方法的任何东西!在

然而,导出器中缺少一个重要步骤:递归。基本上,您只能在顶级项字段上设置serializer标志,任何超出顶级项的Field()子类上的Field()元素都会被当前的Scrapy实现完全忽略。每个导出器在如何驱动内部^{} method上都有自己的特点,因此我们不能预先处理递归,因为每个特定的导出器(JSON、XML等)在需要序列化字段的方式上各不相同。我们可以用XmlItemExporter类的一个子类来解决这个问题,更多信息见下文。在

所以这里的第一个技巧是创建一个专用对象,该对象有一个.items()方法,并为您提供<container>标记。请注意,您必须自己处理序列化的递归!垃圾序列化程序本身不处理嵌套结构的递归:

class CustomXMLValuesSerializer:
    @classmethod
    def serialize_as(cls, name):
        def serializer(items, serialize):
            return cls(name, items, serialize)
        return serializer

    def __init__(self, name, items, serialize=None):
        self._name = name
        self._items = items
        self._serialize = serialize if serialise is not None else lambda x: x

    def items(self):
        for item in self._items:
            yield (self._name, self._serialize(item))

然后使用CustomXMLValuesSerializer.serialize_as()类方法为列表字段创建自定义序列化程序:

class Course(scrapy.Item):
    title = scrapy.Field()
    lessons = scrapy.Field(
        serializer=CustomXMLValuesSerializer.serialize_as("lesson")
    )

class Lesson(scrapy.Item):
    session = scrapy.Field()
    topic = scrapy.Field()
    assignment = scrapy.Field(
        serializer=CustomXMLValuesSerializer.serialize_as("reading")
    )

class ReadingAssignment(scrapy.Item):
    textBook = scrapy.Field()
    pages = scrapy.Field()

最后,我们需要一个稍微定制的导出器,它可以让我们递归地处理嵌套项:

from functools import partial

class RecursingXmlItemExporter(XmlItemExporter):
    def _recursive_serialized_fields(self, item):
        if isinstance(item, scrapy.Item):
            return dict(self._get_serialized_fields(item, default_value=''))
        return item

    def serialize_field(self, field, name, value):
        serializer = field.get('serializer', lambda x: x)
        try:
            return serializer(value, self._recursive_serialized_fields)
        except TypeError:
            return serializer(value)

注意,这会传入default_value='',因为that's what the base ^{} implementation uses。在

请确保使用此自定义导出器,因为它在所需的上下文中传递以序列化嵌套项:

exporter = RecursingXmlItemExporter(some_file, indent=2, item_element='course')
exporter.start_exporting()
exporter.export_item(course)
exporter.finish_exporting()

现在容器实际上是使用name字符串作为容器元素导出的:

<?xml version="1.0" encoding="utf-8"?>
<items>
  <course>
    <title>Greatness</title>
    <lessons>
      <lesson>
        <session>Week 1</session>
        <topic>Think Great</topic>
        <assignment>
          <reading>
            <textBook>Great Book 1</textBook>
            <pages>1-20</pages>
          </reading>
        </assignment>
      </lesson>
      <lesson>
        <session>Week 2</session>
        <topic>Act Great</topic>
        <assignment>
          <reading>
            <textBook>Great Book 2</textBook>
            <pages>21-40</pages>
          </reading>
        </assignment>
      </lesson>
      <lesson>
        <session>Week 3</session>
        <topic>Look Great</topic>
        <assignment>
          <reading>
            <textBook>Great Book 3</textBook>
            <pages>41-60</pages>
          </reading>
        </assignment>
      </lesson>
      <lesson>
        <session>Week 4</session>
        <topic>Be Great</topic>
        <assignment>
          <reading>
            <textBook>Great Book 4</textBook>
            <pages>61-80</pages>
          </reading>
        </assignment>
      </lesson>
    </lessons>
  </course>
</items>

我用scray字段issue #3888,看看项目是否有兴趣更好地支持嵌套的Item结构。在

另一种方法是使用对XmlItemExporter.export_item()方法的单独调用导出嵌套项,但这要求导出器可以作为与序列化器相同命名空间中的全局访问,或者您将导出器子类化并。。。将导出器传递给序列化程序。然后你必须满足于XmlItemExporter.export_item()硬编码缩进。在

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