Mongoengine - 如何执行"保存新项目或增加计数器"操作？

Question

我在一个网络抓取项目中使用MongoEngine.我想跟踪我在所有抓取的网页上遇到的所有图像.

为此,我存储图像srcURL和图像遇到的次数.

MongoEngine模型定义如下:

class ImagesUrl(Document):
    """ Model representing images encountered during web-scraping.

    When an image is encountered on a web-page during scraping,
    we store its url and the number of times it has been
    seen (default counter value is 1).
    If the image had been seen before, we do not insert a new document
    in collection, but merely increment the corresponding counter value.

    """

    # The url of the image. There cannot be any duplicate.
    src = URLField(required=True, unique=True)

    # counter of the total number of occurences of the image during
    # the datamining process
    counter = IntField(min_value=0, required=True, default=1)

我正在寻找实现"保存或增量"过程的正确方法.

到目前为止,我正在以这种方式处理它,但我觉得可能有更好的,内置的方式使用MongoEngine:

def save_or_increment(self):
    """ If it is the first time the image has been encountered, insert
        its src in mongo, along with a counter=1 value.
        If not, increment its counter value by 1.

    """ 
    # check if item is already stored
    # if not, save a new item
    if not ImagesUrl.objects(src=self.src):
        ImagesUrl(
            src=self.src,
            counter=self.counter,
            ).save()
    else:
        # if item already stored in Mongo, just increment its counter
        ImagesUrl.objects(src=self.src).update_one(inc__counter=1)

有没有更好的方法呢？

非常感谢您的宝贵时间.

Answer 1

你应该能够做一个upsert,例如:

 ImagesUrl.objects(src=self.src).update_one(
                                  upsert=True, 
                                  inc__counter=1, 
                                  set__src=self.src)