之前在转换数据集格式的时候需要将json转换到xml文件，用lxml包进行操作非常方便。
1. 写xml文件
a) 用etree和objectify
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from lxml import etree, objectifyE = objectify.ElementMaker(annotate=False)anno_tree = E.annotation( E.folder('VOC2014_instance'), E.filename("test.jpg"), E.source( E.database('COCO'), E.annotation('COCO'), E.image('COCO'), E.url("http://test.jpg") ), E.size( E.width(800), E.height(600), E.depth(3) ), E.segmented(0),)etree.ElementTree(anno_tree).write("text.xml", pretty_print=True) |
输出的test.xml文件内容如下：
```
如果需要在anno_tree的基础上加其他标签的话用append即可:
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E2 = objectify.ElementMaker(annotate=False)anno_tree2 = E2.object( E.name("person"), E.bndbox( E.xmin(100), E.ymin(200), E.xmax(300), E.ymax(400) ), E.difficult(0))anno_tree.append(anno_tree2) |
上面的输出就变成了:
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<annotation> <folder>VOC2014_instance/person</folder> <filename>test.jpg</filename> <source> <database>COCO</database> <annotation>COCO</annotation> <image>COCO</image> <url>http://test.jpg</url> </source> <size> <width>800</width> <height>600</height> <depth>3</depth> </size> <segmented>0</segmented> <object> <name>person</name> <bndbox> <xmin>100</xmin> <ymin>200</ymin> <xmax>300</xmax> <ymax>400</ymax> </bndbox> <difficult>0</difficult> </object></annotation> |
b) 用etree和SubElement
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annotation = etree.Element("annotation")etree.SubElement(annotation, "folder").text = "VOC2014_instance"etree.SubElement(annotation, "filename").text = "test.jpg"source = etree.SubElement(annotation, "source")etree.SubElement(source, "database").text = "COCO"etree.SubElement(source, "annotation").text = "COCO"etree.SubElement(source, "image").text = "COCO"etree.SubElement(source, "url").text = "http://test.jpg"size = etree.SubElement(annotation, "size")etree.SubElement(size, "width").text ='800' # 必须用stringetree.SubElement(size, "height").text = '600'etree.SubElement(size, "depth").text = '3'etree.SubElement(annotation, "segmented").text = '0'key_object = etree.SubElement(annotation, "object")etree.SubElement(key_object, "name").text = “person”bndbox = etree.SubElement(key_object, "bndbox")etree.SubElement(bndbox, "xmin").text = str(100)etree.SubElement(bndbox, "ymin").text = str(200)etree.SubElement(bndbox, "xmax").text = str(300)etree.SubElement(bndbox, "ymax").text = str(400)etree.SubElement(key_object, "difficult").text = '0'doc = etree.ElementTree(annotation)doc.write(open("test.xml", "w"), pretty_print=True) |
2. 读xml
这里可以用xpath直接提取所需的元素的值。比如想要获取上面test.xml文件的x, y坐标：
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tree = etree.parse("test.xml")# get bboxfor bbox in tree.xpath('//bndbox'): # 获取bndbox元素的内容 for corner in bbox.getchildren(): # 便利bndbox元素下的子元素 print corner.text # string类型 |
参考
https://stackoverflow.com/questions/12657043/parse-xml-with-lxml-extract-element-value
以上就是本文的全部内容，希望对大家的学习有所帮助，也希望大家多多支持服务器之家。
原文链接：http://www.cnblogs.com/arkenstone/p/7338978.html
