使用具有反向外键关系的模型导出 xlsx 文件,并将该反向外键关系作为单独的列

Export xlsx file with model having reverse foreign key relation and make that reverse foreign key relation as separate column

我正在使用 django import_export 包将我的数据导出到 xlsx 文件中。

我在以我需要的格式将数据导出到 excel 时遇到问题。

models.py

class Fans(models.Model):
    """
        Model for survey answering people
    """
    fan_id = models.AutoField(db_column='FAN_ID', primary_key=True)
    first_name = models.CharField(
        db_column='FIRST_NAME', max_length=45, blank=True, null=True)
    last_name = models.CharField(
        db_column='LAST_NAME', max_length=45, blank=True, null=True)
    phone = models.CharField(
        db_column='PHONE', max_length=45, blank=True, null=True)
    email = models.CharField(
        db_column='EMAIL', max_length=45, blank=True, null=True)
    gender = models.CharField(
        db_column='GENDER', max_length=45, blank=True, null=True)

class Responses(models.Model):
    """
        Model for responses given by fans
    """
    survey = models.ForeignKey(
        Surveys, on_delete=models.CASCADE, db_column='SURVEY_ID', related_query_name="part")
    fan = models.ForeignKey(Fans, on_delete=models.CASCADE,
                            db_column='FAN_ID', related_query_name="given", related_name="given")
    survey_question = models.ForeignKey(
        SurveyQuestions, on_delete=models.DO_NOTHING, db_column='SURVEY_QUESTION_ID',
        related_query_name="response")
    response = models.CharField(
        db_column='RESPONSE', max_length=255, blank=True, null=True)
    correct_answer = models.IntegerField(
        db_column='CORRECT_ANSWER', blank=True, null=True)
    load_id = models.IntegerField(db_column='LOAD_ID', blank=True, null=True)

class SurveyQuestions(models.Model):
    """
        Model for surveys questions
    """
    survey = models.ForeignKey(Surveys, on_delete=models.CASCADE,
                               db_column='SURVEY_ID', related_query_name="question")
    survey_question_id = models.AutoField(
        db_column='SURVEY_QUESTION_ID', primary_key=True)
    survey_question_name = models.CharField(
        db_column='SURVEY_QUESTION_NAME', max_length=255)
    question = models.CharField(
        db_column='QUESTION', max_length=255, blank=True, null=True)
    response_type = models.CharField(
        db_column='RESPONSE_TYPE', max_length=255, blank=True, null=True)
    load_date = models.DateField(db_column='LOAD_DATE', auto_now_add=True)

我想导出有记录的粉丝数据,格式如下:

first_name, last_name, phone, email, question1, question2, question3
abc, xyz, 1234566780, abc@gmail.com, response1, response2, response3

此处,前四个字段直接来自 Fans 模型,但最后三列 headers 表示来自 SurveyQuestions 模型的“question”字段,值来自 Responses 模型的“response”字段。

到目前为止,我可以实现以下格式:

first_name, last_name, phone, email, given
abc, xyz, 1234566780, abc@gmail.com, {question1: response1, question2: response2, question3: response3}

给定的字段是 json 的 question-response 作为 key-value 对。

admin.py

class FanResource(resources.ModelResource):

    """
        Resource for exporting to excel
    """

    given = fields.Field()

    class Meta:
        model = Fans
        fields = ("first_name", "last_name", "email",
                  "phone", "given")

    def dehydrate_given(self, instance):
        res = {}
        for x in instance.given.values('response', 'survey_question__question'):
            res[x['survey_question__question']] = x['response']
        return json.dumps(res)

如有任何帮助,我们将不胜感激。提前致谢!!

14/10/20 更新

使用下面的答案,我能够实现所需的格式。代码如下:

def after_export(self, queryset, data, *args, **kwargs):
        survey_questions = {x["survey_question_id"]: x["question"] for x in SurveyQuestions.objects.filter(
            survey=self.survey).values('survey_question_id', 'question')}
        for k, v in survey_questions.items():
            res = []
            for x in queryset:
                try:
                    res.append(x.given.get(survey_question=k).response)
                except ObjectDoesNotExist:
                    res.append(None)
            data.append_col(res, header=v)

现在的问题是它花费的时间太长,因为它为每个条目访问数据库。另一个问题是顺序不正确(即响应与相应的粉丝不在同一行)。

我认为实现此目的的方法是覆盖 after_export() 并操作导出的数据集。例如:

    def after_export(self, queryset, data, *args, **kwargs):
        response1 = [i for i in range(data.height)]
        data.append_col(response1, header="response1")
        response2 = [i for i in range(data.height)]
        data.append_col(response2, header="response2")

这会将新列附加到导出的末尾。在 after_export() 中,您将可以访问数据集和查询集,因此希望您可以操作此数据以正确填充 'response' 列。