Question

我准备进入mixpanel的下一个计划，因为有太多人，并且想先删除一些老用户。

是否有一种简单的方法/ script / api来批量删除旧用户？

Answer 1

我写了两个可能派上用场的脚本; mixpanel-engage-query和mixpanel-engage-post。

使用第一个脚本（查询），您可以查询人员数据并获取个人资料列表，例如所有将$ last_seen设置为超过X个月的日期的用户。

使用第二个脚本（post），您可以在这些配置文件上批量执行操作，例如删除它们。请参阅自述文件an example of how to perform a batch delete。

Answer 2

是的。查看HTTP spec，您会找到以下内容。

<强> $删除

string永久删除Mixpanel中的配置文件以及所有配置文件   它的属性。该值被忽略 - 配置文件由。确定   来自请求本身的$ distinct_id。

// This removes the user 13793 from Mixpanel
{
    "$token": "36ada5b10da39a1347559321baf13063",
    "$distinct_id": "13793",
    "$delete": ""
}

批量请求

http://api.mixpanel.com/track/的事件端点和http://api.mixpanel.com/engage/的配置文件更新端点都接受批量更新。要将一批消息发送到端点，您应该使用POST而不是GET请求。不是发送单个JSON对象作为数据查询参数，而是发送一个对象的jSON列表，base64编码，作为application / x-www-form-urlencoded POST请求体的数据参数。

// Here's a list of events
[
    {
        "event": "Signed Up",
        "properties": {
            "distinct_id": "13793",
            "token": "e3bc4100330c35722740fb8c6f5abddc",
            "Referred By": "Friend",
            "time": 1371002000
        }
    },
    {
         "event": "Uploaded Photo",
          "properties": {
              "distinct_id": "13793",
              "token": "e3bc4100330c35722740fb8c6f5abddc",
              "Topic": "Vacation",
              "time": 1371002104
          }
    }
]

Base64编码，列表变为：

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

因此，作为批处理发送事件的POST请求的主体是：

data=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

两个端点一次最多可接受50条消息。通常，批处理请求将具有与事件关联的“时间”属性，或与配置文件更新关联的“$ time”属性。

Answer 3

使用Mixpanel-api python Module

pip install mixpanel-api

此脚本将删除自2019年1月1日以来未见过的任何个人资料：

from mixpanel_api import Mixpanel

mixpanel = Mixpanel('MIXPANEL_SECRET', token='MIXPANEL_TOKEN')

deleted_count = mixpanel.people_delete(query_params={ 'selector' : 'user["$last_seen"]<"2019-01-01T00:00:00"'})
print(deleted_count)

用您自己的项目令牌替换 MIXPANEL_SECRET 和 MIXPANEL_TOKEN 。

Answer 4

安装Mixpanel Python API（Click Here）

pip install mixpanel-api

创建一个python文件：delete_people.py，然后复制并粘贴以下代码，并根据您的项目配置进行更改，即秘密，令牌，过滤器参数等。

from mixpanel_api import Mixpanel
from datetime import datetime
now = datetime.now()
current_time = now.strftime("%Y_%m_%d_%H_%M_%S")
if __name__ == '__main__':
    #Mixpanel Project :     
    credentials = {
    'API_secret': '<Your API Secret>',
    'token': '<Your API Token>',
    }
    # first we are going to make a Mixpanel object instance
    mlive = Mixpanel(credentials['API_secret'])

    # Mixpanel object with token to delete people
    ilive = Mixpanel(credentials['API_secret'],credentials['token'])

    #Prepare parameters for delete condition
    #<filter_by_cohort_here> - Get from mixpanel explore UI, from engage api xhr call (https://mixpanel.com/api/2.0/engage)
    parameters = {'filter_by_cohort':'<filter_by_cohort_here>','include_all_users':'true','limit':0}

    # Backup data before deleting
    print("\n Creating backup of data\n")
    mlive.export_people('backup_people_'+current_time+'.json', parameters)

    # Delete people using parameters filter
    print("\n Backup Completed! Deleting Data\n")
    ilive.people_delete(query_params=parameters)

    print("\n Data Deleted Successfully\n")

从终端运行以下命令

python delete_people.py

注意：mixpanel api的people_delete方法将在您放置此脚本的同一目录中自动创建backup_timestamp.json文件

Mixpanel - 批量删除旧用户

4 个答案: