Data Subject Request API Version 1 and 2
Data Subject Request API Version 3
Platform API Overview
Accounts
Apps
Audiences
Calculated Attributes
Data Points
Feeds
Field Transformations
Services
Users
Workspaces
Warehouse Sync API Overview
Warehouse Sync API Tutorial
Warehouse Sync API Reference
Data Mapping
Warehouse Sync SQL Reference
Warehouse Sync Troubleshooting Guide
ComposeID
Warehouse Sync API v2 Migration
Custom Access Roles API
Bulk Profile Deletion API Reference
Data Planning API
Group Identity API Reference
Calculated Attributes Seeding API
Pixel Service
Profile API
Events API
mParticle JSON Schema Reference
IDSync
AMP SDK
Initialization
Configuration
Network Security Configuration
Event Tracking
User Attributes
IDSync
Screen Events
Commerce Events
Location Tracking
Media
Kits
Application State and Session Management
Data Privacy Controls
Error Tracking
Opt Out
Push Notifications
WebView Integration
Logger
Preventing Blocked HTTP Traffic with CNAME
Linting Data Plans
Troubleshooting the Android SDK
API Reference
Upgrade to Version 5
Cordova Plugin
Identity
Direct URL Routing FAQ
Web
Android
iOS
Initialization
Configuration
Event Tracking
User Attributes
IDSync
Screen Tracking
Commerce Events
Location Tracking
Media
Kits
Application State and Session Management
Data Privacy Controls
Error Tracking
Opt Out
Push Notifications
Webview Integration
Upload Frequency
App Extensions
Preventing Blocked HTTP Traffic with CNAME
Linting Data Plans
Troubleshooting iOS SDK
Social Networks
iOS 14 Guide
iOS 15 FAQ
iOS 16 FAQ
iOS 17 FAQ
iOS 18 FAQ
API Reference
Upgrade to Version 7
Getting Started
Identity
Upload Frequency
Getting Started
Opt Out
Initialize the SDK
Event Tracking
Commerce Tracking
Error Tracking
Screen Tracking
Identity
Location Tracking
Session Management
Initialization
Configuration
Content Security Policy
Event Tracking
User Attributes
IDSync
Page View Tracking
Commerce Events
Location Tracking
Media
Kits
Application State and Session Management
Data Privacy Controls
Error Tracking
Opt Out
Custom Logger
Persistence
Native Web Views
Self-Hosting
Multiple Instances
Web SDK via Google Tag Manager
Preventing Blocked HTTP Traffic with CNAME
Facebook Instant Articles
Troubleshooting the Web SDK
Browser Compatibility
Linting Data Plans
API Reference
Upgrade to Version 2 of the SDK
Getting Started
Identity
Web
Alexa
Overview
Step 1. Create an input
Step 2. Verify your input
Step 3. Set up your output
Step 4. Create a connection
Step 5. Verify your connection
Step 6. Track events
Step 7. Track user data
Step 8. Create a data plan
Step 9. Test your local app
Overview
Step 1. Create an input
Step 2. Verify your input
Step 3. Set up your output
Step 4. Create a connection
Step 5. Verify your connection
Step 6. Track events
Step 7. Track user data
Step 8. Create a data plan
Step 1. Create an input
Step 2. Create an output
Step 3. Verify output
Node SDK
Go SDK
Python SDK
Ruby SDK
Java SDK
Introduction
Outbound Integrations
Firehose Java SDK
Inbound Integrations
Compose ID
Data Hosting Locations
Glossary
Migrate from Segment to mParticle
Migrate from Segment to Client-side mParticle
Migrate from Segment to Server-side mParticle
Segment-to-mParticle Migration Reference
Rules Developer Guide
API Credential Management
The Developer's Guided Journey to mParticle
Create an Input
Start capturing data
Connect an Event Output
Create an Audience
Connect an Audience Output
Transform and Enhance Your Data
The new mParticle Experience
The Overview Map
Introduction
Data Retention
Connections
Activity
Live Stream
Data Filter
Rules
Tiered Events
mParticle Users and Roles
Analytics Free Trial
Troubleshooting mParticle
Usage metering for value-based pricing (VBP)
Introduction
Sync and Activate Analytics User Segments in mParticle
User Segment Activation
Welcome Page Announcements
Project Settings
Roles and Teammates
Organization Settings
Global Project Filters
Portfolio Analytics
Analytics Data Manager Overview
Events
Event Properties
User Properties
Revenue Mapping
Export Data
UTM Guide
Data Dictionary
Query Builder Overview
Modify Filters With And/Or Clauses
Query-time Sampling
Query Notes
Filter Where Clauses
Event vs. User Properties
Group By Clauses
Annotations
Cross-tool Compatibility
Apply All for Filter Where Clauses
Date Range and Time Settings Overview
Understanding the Screen View Event
Analyses Introduction
Getting Started
Visualization Options
For Clauses
Date Range and Time Settings
Calculator
Numerical Settings
Assisted Analysis
Properties Explorer
Frequency in Segmentation
Trends in Segmentation
Did [not] Perform Clauses
Cumulative vs. Non-Cumulative Analysis in Segmentation
Total Count of vs. Users Who Performed
Save Your Segmentation Analysis
Export Results in Segmentation
Explore Users from Segmentation
Getting Started with Funnels
Group By Settings
Conversion Window
Tracking Properties
Date Range and Time Settings
Visualization Options
Interpreting a Funnel Analysis
Group By
Filters
Conversion over Time
Conversion Order
Trends
Funnel Direction
Multi-path Funnels
Analyze as Cohort from Funnel
Save a Funnel Analysis
Explore Users from a Funnel
Export Results from a Funnel
Saved Analyses
Manage Analyses in Dashboards
Dashboards––Getting Started
Manage Dashboards
Dashboard Filters
Organize Dashboards
Scheduled Reports
Favorites
Time and Interval Settings in Dashboards
Query Notes in Dashboards
User Aliasing
The Demo Environment
Keyboard Shortcuts
Analytics for Marketers
Analytics for Product Managers
Compare Conversion Across Acquisition Sources
Analyze Product Feature Usage
Identify Points of User Friction
Time-based Subscription Analysis
Dashboard Tips and Tricks
Understand Product Stickiness
Optimize User Flow with A/B Testing
User Segments
IDSync Overview
Use Cases for IDSync
Components of IDSync
Store and Organize User Data
Identify Users
Default IDSync Configuration
Profile Conversion Strategy
Profile Link Strategy
Profile Isolation Strategy
Best Match Strategy
Aliasing
Overview
Create and Manage Group Definitions
Introduction
Catalog
Live Stream
Data Plans
Blocked Data Backfill Guide
Predictive Attributes Overview
Create Predictive Attributes
Assess and Troubleshoot Predictions
Use Predictive Attributes in Campaigns
Predictive Audiences Overview
Using Predictive Audiences
Introduction
Profiles
Warehouse Sync
Data Privacy Controls
Data Subject Requests
Default Service Limits
Feeds
Cross-Account Audience Sharing
Approved Sub-Processors
Import Data with CSV Files
CSV File Reference
Glossary
Video Index
Single Sign-On (SSO)
Setup Examples
Introduction
Introduction
Introduction
Rudderstack
Google Tag Manager
Segment
Advanced Data Warehouse Settings
AWS Kinesis (Snowplow)
AWS Redshift (Define Your Own Schema)
AWS S3 Integration (Define Your Own Schema)
AWS S3 (Snowplow Schema)
BigQuery (Snowplow Schema)
BigQuery Firebase Schema
BigQuery (Define Your Own Schema)
GCP BigQuery Export
Snowflake (Snowplow Schema)
Snowplow Schema Overview
Snowflake (Define Your Own Schema)
Aliasing
The Bulk Profile Deletion API allows you to programatically remove customer profiles, helping to improve your data quality and maintain your compliance with privacy requirements. This API-first approach to profile deletion allows you to automate an often complex and time-consuming process.
By removing erroneous or unnecessary profiles in bulk, you can resolve data integrity problems that propagated from a small error or bug in your code.
The Bulk Profile Deletion API should not be confused with the Data Subject Requests (DSR) API. There are several critical differences:
Profiles removed using the Bulk Profile Deletion API are always removed within the scope of a single workspace. For example, if a profile exists in two workspaces A and B in the same account, and the Profile Deletion API is used to remove the profile in workspace A, it will still exist in workspace B.
To remove the profile from both workspaces, you must make the same deletion request twice, once for each workspace, using two sets of credentials: one scoped for workspace A and another scoped for workspace B.
When verifying the deletion of a profile using the methods described below, you will see different results depending on your identity scope settings:
Continuing with the example above, if both workspaces A and B have the same identity scope:
However, if workspace A and B have different identity scopes:
This is because the User Activity View filters profiles to display based account and identity scope. Learn more about how data is organized in mParticle in Accounts, organizations, and workspaces.
You must authenticate requests to the Bulk Profile Data Deletion API using basic authentication with a workspace key and secret.
To obtain a Workspace key and secret:
Expand the Workspace Key/Secret
section, and copy the Workspace Key and Secret to use as your username and password for the Basic Auth connection.
Issue Key/Secret
button to generate your Workspace credentials.POST
<base_url>/userprofile/experimental/bulkdelete
The base URL is specific to the pod location your account is hosted in. Replace <base_url>
with the appropriate URL:
https://s2s.mparticle.com
https://s2s.us2.mparticle.com
https://s2s.eu1.mparticle.com
https://s2s.au1.mparticle.com
You can use either MPIDs (mParticle IDs) or unique identities to specify profiles to delete in your request body.
Unique identifiers are any user identifiers that have been configured to be unique to a profile. To see which identities are set as unique identities in your account:
Your request should contain an array of one or more objects where each object represents a deletion request for a single profile. Even a single deletion request object should be contained within an array.
[
{
"environment_type": "production",
"action": "delete",
"mpid": "valid-mpid-id",
"identities": {
// Unique identities should be added here if no MPID is given
}
},
{
"environment_type": "production",
"action": "delete",
// If no MPID is given, unique identities should be added in the identities object below
"identities": {
"customerid": "valid-customer-id"
}
}
]
Field Name | Data Type | Required | Description |
---|---|---|---|
environment_type |
string | Required | The mParticle environment type for the profiles you want to delete. Valid values are production or development . |
action |
string | Required | The action to perform on the profiles. Valid value is delete . |
identities |
JSON object | Required if no MPID is given | A JSON object containing a list of key/value pairs where the key the unique identity type (like customerid or email ) and the value is the unique identity for the profile to delete. |
mpid |
integer | Required if no identities are given | A 64-bit signed integer used to uniquely identify a user profile to delete. The MPID must be added directly to the JSON object for each deletion request, not within the identities object. |
A successful request receives a 202 Accepted
response. To positively verify your request, follow the steps in Verify the deletion request.
While the Bulk Profile Deletion API is a Beta release, profile data is not deleted from mParticle’s underlying event store. To remove user data from the event store, you can either:
After submitting your request, you can positively verify the successful removal of specific user data with two methods:
For example, assume invalid data was sent to a set of profiles between February 1st and February 10th, and you need to delete the now compromised profiles:
Since the Profile API can retrieve user profiles from mParticle, it can also be used to verify the removal of specific profiles.
https://sso.auth.mparticle.com/oauth/token
.The JSON body of the request must contain:
client_id
- the client ID, issued by mParticle when creating the API credentialsclient_secret
- the client secret, issued by mParticle when creating the API credentialsaudience
- set to a value of "https://api.mparticle.com"
grant_type
- set to a value of "client_credentials"
curl --request POST \
--url https://sso.auth.mparticle.com/oauth/token \
--header 'content-type: application/json' \
--data '{"client_id":"...","client_secret":"...","audience":"https://api.mparticle.com","grant_type":"client_credentials"}'
POST /oauth/token HTTP/1.1
Host: sso.auth.mparticle.com
Content-Type: application/json
{
"client_id": "your_client_id",
"client_secret": "your_client_secret",
"audience": "https://api.mparticle.com",
"grant_type": "client_credentials"
}
A successful POST request to the token endpoint results in a JSON response as follows:
{
"access_token": "YWIxMjdi883GHBBDnjsdKAJQxNjdjYUUJABbg6hdI.8V6HhxW-",
"expires_in" : 28800,
"token_type": "Bearer"
}
Your request to the Profile API can be authorized by setting the authorization header to:
Authorization: Bearer YWIxMjdi883GHBBDnjsdKAJQxNjdjYUUJABbg6hdI.8V6HhxW-
GET
request to /userprofile/v1/<orgId>/<accountId>/<workspaceId>/<mpid>
, using the organization ID, account ID, workspace ID, and MPID for the profile you removed.Response code | Error message | Description |
---|---|---|
400 |
Bad Request - malformed JSON or required field missing | The JSON in your request body could be invalid or it could include a syntax error. Use a JSON linter to verify your JSON formatting, and make sure your request contains a single array of multiple objects, each with an mpid and action field. It is also possible you included an MPID within the identities object for a deletion request; MPIDs cannot be included within the identities object. The error message specifies any required fields that are missing. |
401 |
Unauthorized - authentication missing or invalid | Make sure your API credentials include the Bulk Profile Deletion API, your authorization header is formatted correctly, and that the API key/secret included are correct or that your bearer token is correct. |
403 |
Forbidden - API key/secret are present but not valid | Make sure that the API credentials used to generate your API key/secret or your bearer token include the Bulk Profile Deletion API. |
429 |
Too many requests - rate limiting is being applied | Your request either contains too many MPIDs or you have submitted too many requests. Make sure you request to delete no more than 1500 MPIDs per second, and that each individual request contains no more than 100 MPIDs |
503 |
Service unavailable - the message should be retried after a back off | After exponentially backing off your requests, retry. If you continue to encounter this error, contact mParticle Support. |
Was this page helpful?