Generate Test User Traits

[amiryselim]

Contact Details

amir@tradeblock.us

Language

Python

Category

Data Processing and Enrichment

Description

• Generates fake user traits and user ID to enrich test events
• Generated traits can be used to explore potential insights and segmentation your events and destinations can provide
• Also generates fake sensitive data to test existing transformations like masking PII

Sample traits and values:

{
        "address": {
          "city": "Pingborough",
          "coordinates": {
            "lat": 34.44156113333605,
            "lng": -32.88293380213045
          },
          "country": "United States",
          "state": "California",
          "street_address": "543 Aline Knolls",
          "street_name": "Harris View",
          "zip_code": "79707-6178"
        },
        "avatar": "https://robohash.org/sintexercitationemdoloremque.png?size=300x300&set=set1",
        "credit_card": {
          "cc_number": "6771-8922-3495-5759"
        },
        "date_of_birth": "2002-11-11",
        "email": "marhta.tromp@email.com",
        "employment": {
          "key_skill": "Work under pressure",
          "title": "IT Technician"
        },
        "first_name": "Marhta",
        "gender": "Female",
        "last_name": "Tromp",
        "password": "m7QP6RA95k",
        "phone_number": "+213 (219) 334-1834 x19756",
        "social_insurance_number": "658058847",
        "subscription": {
          "payment_method": "Cheque",
          "plan": "Gold",
          "status": "Blocked",
          "term": "Annual"
        },
        "username": "marhta.tromp"
}

Code Block

import requests
import json

def transformEvent(event, metadata):
    sample_user_json = json.loads(requests.request(method="GET", url="https://random-data-api.com/api/v2/users").content)
    event["userId"] = sample_user_json["uid"]
    del sample_user_json["uid"]
    del sample_user_json["id"]
    event["context"]["traits"] = sample_user_json
    return event

Input Payload for testing

[
  {
    "anonymousId": "8d872292709c6fbe",
    "channel": "mobile",
    "context": {
      "app": {
        "build": "1",
        "name": "AMTestProject",
        "namespace": "com.rudderstack.android.rudderstack.sampleAndroidApp",
        "version": "1.0"
      },
      "device": {
        "id": "8d872292709c6fbe",
        "manufacturer": "Google",
        "model": "AOSPonIAEmulator",
        "name": "generic_x86_arm",
        "type": "android"
      },
      "library": {
        "name": "com.rudderstack.android.sdk.core",
        "version": "1.0.2"
      },
      "locale": "en-US",
      "network": {
        "carrier": "Android",
        "bluetooth": false,
        "cellular": true,
        "wifi": true
      },
      "os": {
        "name": "Android",
        "version": "9"
      },
      "screen": {
        "density": 420,
        "height": 1794,
        "width": 1080
      },
      "timezone": "Asia/Kolkata",
      "traits": {
         "name": "Name Surname",
         "email": "sample@example.com"
      },
      "userAgent": "Dalvik/2.1.0 (Linux; U; Android 9; AOSP on IA Emulator Build/PSR1.180720.117)"
    },
    "event": "Product Clicked",
    "integrations": {
      "All": true
    },
    "messageId": "1590431830915-73bed370-5889-436d-9a9e-0c0e0c809d06",
    "properties": {
      "revenue": "30",
      "currency": "USD",
      "quantity": "5",
      "test_key_2": {
        "test_child_key_1": "test_child_value_1"
      },
      "price": "58.0"
    },
    "originalTimestamp": "2020-05-25T18:37:10.917Z",
    "type": "track",
    "userId": "sample_user_id"
  }
]

License

• [X] I understand, that my code will be licensed under MIT license (copy of license is available in this repo)

[gitcommitshow]

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