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
Data Subject Request API Version 1 and 2
Data Subject Request API Version 3
Platform API Overview
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Apps
Audiences
Calculated Attributes
Data Points
Feeds
Field Transformations
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Bulk Profile Deletion API Reference
Calculated Attributes Seeding API
Group Identity API Reference
Data Planning API
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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
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Opt Out
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Logger
Preventing Blocked HTTP Traffic with CNAME
Linting Data Plans
Troubleshooting the Android SDK
API Reference
Upgrade to Version 5
Cordova Plugin
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Direct URL Routing FAQ
Web
Android
iOS
Getting Started
Identity
Initialization
Configuration
Event Tracking
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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
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Opt Out
Initialize the SDK
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Initialization
Configuration
Content Security Policy
Event Tracking
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IDSync
Page View Tracking
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Location Tracking
Media
Kits
Application State and Session Management
Data Privacy Controls
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Opt Out
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Preventing Blocked HTTP Traffic with CNAME
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Upgrade to Version 2 of the SDK
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Introduction
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Migrate from Segment to mParticle
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Migrate from Segment to Server-side mParticle
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Python SDK
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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
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
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Analytics Data Manager Overview
Events
Event Properties
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Export Data
UTM Guide
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Modify Filters With And/Or Clauses
Query-time Sampling
Query Notes
Filter Where Clauses
Event vs. User Properties
Group By Clauses
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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
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Explore Users from Segmentation
Getting Started with Funnels
Group By Settings
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Interpreting a Funnel Analysis
Group By
Filters
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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
Organize Dashboards
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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
This topic contains reference information and instructions for advanced techniques when importing data using CSV files.
Configuration Name | Data Type | Default | Description |
---|---|---|---|
Setting Name | string | If the event type is custom event, and every row in your file has the same event name, specify the name for all events. If also set in column events.data.event_name , the data in the file takes precedence. |
|
Custom Event Type | string | If Event Type is Custom Event, and every row in your file is the same Event Type, use this to set the Type for all events. If also set in events.data.custom_event_type , the data in the file takes precedence. |
|
Custom Manifest | string | To override the default format, include a custom manifest. | |
Expect Encrypted Files | Boolean | false |
Only encrypted OR unencrypted files can be accepted, but not both. You must use PGP encryption with mParticle’s public key. See Drop encrypted files |
A custom manifest allows you to use files created by other systems without transformation. In the mParticle UI, when you’re configuring the Custom CSV input, you can provide a JSON manifest to describe how you want to map your CSV data to mParticle’s fields in one of two ways:
In order to guarantee that the new/changed manifest applies to your CSV files, please ensure a gap of about 5 minutes between the manifest change and uploading CSV files.
If your CSV has a header row, you can map the column names in your header directly to mParticle fields. The manifest must set "hasHeaderRow": true
and contain an array of columns objects, each giving a column name, an action ("keep"
or "ignore"
) and a target mParticle field. The order of entries in the column array doesn’t need to match the order of columns in the CSV file.
Example with a header row
Assume that you drop the following manifest on the SFTP server:
{
"hasHeaderRow": true, // REQUIRED
"columns": [
{
"column": "Event Name",
"action": "keep",
"field": "events.data.event_name"
},
{
"column": "Custom Type",
"action": "keep",
"field": "events.data.custom_event_type"
},
{
"column": "Email",
"action": "keep",
"field": "user_identities.email"
},
{
"column": "Facebook",
"action": "ignore",
"field": "user_identities.facebook"
},
{
"column": "Home City",
"action": "keep",
"field": "user_attributes.$city"
},
{
"column": "Category",
"action": "keep",
"field": "events.data.custom_attributes.category"
},
{
"column": "Destination",
"action": "keep",
"field": "events.data.custom_attributes.destination"
},
{
"column": "Time",
"action": "keep",
"field": "events.data.timestamp_unixtime_ms"
},
{
"column": "Environment",
"action": "keep",
"field": "environment"
}
]
}
Then assume that you drop a CSV file with the following header row and one row of data:
Event Name,Custom Type,Email,Facebook,Home City,Category,Destination,Time,Environment
Viewed Video,other,h.jekyll.md@example.com,h.jekyll.md,London,Destination Intro,Paris,1466456299032,development
The resulting batch will be:
{
"events" :
[
{
"data" : {
"event_name": "Viewed Video",
"custom_event_type": "other",
"custom_attributes": {
"category": "Destination Intro",
"destination": "Paris"
},
"timestamp_unixtime_ms": "1466456299032"
},
"event_type" : "custom_event"
}
],
"user_attributes" : {
"$city": "London"
},
"user_identities" : {
"email": "h.jekyll.md@example.com"
},
"environment" : "development"
}
If your CSV does not have a header row, you can map columns to mParticle fields by the order they appear in the CSV.
The manifest must include "hasHeaderRow": false
and contain an array of columns objects, each giving an action ("keep"
or "ignore"
) and a target mParticle field. For this method to work, you must be able to guarantee the same column order in each CSV file you upload.
The following is an example of the same custom manifest as the previous example, but without a header row:
{
"hasHeaderRow": false, // REQUIRED
"columns": [{
"action": "keep",
"field": "events.data.event_name"
},
{
"action": "keep",
"field": "events.data.custom_event_type"
},
{
"action": "keep",
"field": "user_identities.email"
},
{
"action": "ignore",
"field": "user_identities.facebook"
},
{
"action": "keep",
"field": "user_attributes.$city"
},
{
"action": "keep",
"field": "events.data.custom_attributes.category"
},
{
"action": "keep",
"field": "events.data.custom_attributes.destination"
},
{
"action": "keep",
"field": "timestamp_unixtime_ms"
},
{
"action": "keep",
"field": "environment"
}
]
}
The Custom CSV Feed can accept files encrypted with PGP, using mParticle’s Public Key. You can use software like GPG Tools for OS X or Windows. Never use web-based tools to encrypt, hash, or encode data.
To enable encryption, set the configuration setting Expect Encrypted Files to true
.
It’s most efficient to send multiple files in a zipped, or gzipped format. Encrypt the final ZIP file instead of each individual file.
Use the public encryption key corresponding to your pod:
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-----END PGP PUBLIC KEY BLOCK-----
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-----END PGP PUBLIC KEY BLOCK-----
-----BEGIN PGP PUBLIC KEY BLOCK-----
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Use the following public encryption key for sending sensitive data.
-----BEGIN PGP PUBLIC KEY BLOCK-----
Version: GnuPG v2
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9Q/7N+uts7DFFt1z7W/L9v0ujf4/t/L8DjYKm3AK+1DpbTlMt31YHoAuCs165pi/
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Gw===fzFR
-----END PGP PUBLIC KEY BLOCK-----
For files within recommended size limits, processing speed is consistent with the Events API: about 270 rows per second. To increase the processing speed for your CSV feed, contact mParticle Support.
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