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
Bulk Profile Deletion API Reference
Calculated Attributes Seeding API
Custom Access Roles API
Data Planning API
Group Identity API Reference
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
Getting Started
Identity
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
Upload Frequency
Getting Started
Opt Out
Initialize the SDK
Event Tracking
Commerce Tracking
Error Tracking
Screen Tracking
Identity
Location Tracking
Session Management
Initialization
Content Security Policy
Configuration
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
Node SDK
Go SDK
Python SDK
Ruby SDK
Java SDK
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
Introduction
Outbound Integrations
Firehose Java SDK
Inbound Integrations
Data Hosting Locations
Compose ID
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
Organize Dashboards
Dashboard Filters
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 mParticle SDK lets you track “errors” and “exceptions”. These two terms have slightly different meanings:
As with other events, extra attributes can be passed via the Event Info object.
[[MParticle sharedInstance] logError:@"Login failed"
eventInfo:@{@"reason":@"Invalid username"}];
Exceptions are signaling mechanisms used by languages and APIs to indicate that an unexpected or impossible action was attempted. If the code that causes an exception is wrapped within a try/catch block, the app will be able to recover, and you can log that exception using the mParticle SDK.
Any available state information, as well as a stack trace at the moment of the exception, is automatically sent to mParticle when you log an exception.
@try {
[self callNonExistingMethod];
}
@catch (NSException *ex) {
[[MParticle sharedInstance] logException:ex];
}
// An exception reporting the topmost context at the moment of the exception
@try {
dictionary[@"key"] = nil;
}
@catch (NSException *ex) {
[[MParticle sharedInstance] logException:ex topmostContext:self];
}
If the code that causes an exception is not wrapped in a try/catch block, the app will not be able to recover and the unhandled exception will result in an app crash. You can log these unhandled exceptions using PLCrashReporter with the mParticle SDK.
See the PLCrashReporter GitHub Repo for details on PLCrashReporter and instructions to add the library to your project.
You can reference the example app on GitHub for a full implementation of crash reporting with PLCrashReporter.
You will need to add PLCrashReporter to your project to generate a crash report for unhandled exceptions. Initialize and enable PLCrashReporter after the mParticle SDK has completed initalization by adding an observer for the mParticleDidFinishInitializing
notification.
// Assumes the PLCrashReporter library has been added to the project
@import CrashReporter;
- (BOOL)application:(UIApplication *)application didFinishLaunchingWithOptions:(NSDictionary *)launchOptions {
// Initialize PLCrashReporter after the mParticle SDK has completed initialization
NSNotificationCenter *notificationCenter = [NSNotificationCenter defaultCenter];
[notificationCenter addObserver:self
selector:@selector(initCrashReporter)
name:mParticleDidFinishInitializing
object:nil];
// Initialize mParticle
MParticleOptions *options = [MParticleOptions optionsWithKey:@"REPLACE WITH APP KEY"
secret:@"REPLACE WITH APP SECRET"];
[[MParticle sharedInstance] startWithOptions:options];
return YES;
}
- (void) initCrashReporter {
// It is strongly recommended that local symbolication only be enabled for non-release builds.
// Use PLCrashReporterSymbolicationStrategyNone for release versions.
PLCrashReporterConfig *config = [[PLCrashReporterConfig alloc] initWithSignalHandlerType: PLCrashReporterSignalHandlerTypeMach
symbolicationStrategy: PLCrashReporterSymbolicationStrategyAll];
PLCrashReporter *crashReporter = [[PLCrashReporter alloc] initWithConfiguration: config];
// Enable the Crash Reporter.
NSError *error;
if (![crashReporter enableCrashReporterAndReturnError: &error]) {
NSLog(@"Warning: Could not enable crash reporter: %@", error);
}
}
Crash reports are collected from PLCrashReporter and submitted with the logCrash
method. The plCrashReport
string will be base64 encoded by the SDK and appear as the pl_crash_report_file_base64
property on crash_report
events.
if ([crashReporter hasPendingCrashReport]) {
NSError *error;
// Try loading the crash report.
NSData *data = [crashReporter loadPendingCrashReportDataAndReturnError:&error];
if (data == nil) {
NSLog(@"Failed to load crash report data: %@", error);
return;
}
// Retrieving crash reporter data.
PLCrashReport *report = [[PLCrashReport alloc] initWithData:data error:&error];
if (report == nil) {
NSLog(@"Failed to parse crash report: %@", error);
return;
}
// Generate text for crash report.
NSString *text = [PLCrashReportTextFormatter stringValueForCrashReport:report withTextFormat:PLCrashReportTextFormatiOS];
// Log crash report.
[[MParticle sharedInstance] logCrash:@"Crash captured with PLCrashReporter" stackTrace:nil plCrashReport:text];
// Purge the report.
[crashReporter purgePendingCrashReport];
}
You can explicitly record stack trace information by populating the stackTrace
parameter when invoking logCrash
. The stack_trace
property on crash_report
events is available as plain text and does not need to be base64 decoded.
// Log crash report with a stack trace.
NSString *stackTrace = @"Stack Trace String";
[[MParticle sharedInstance] logCrash:@"Crash captured with PLCrashReporter" stackTrace:stackTrace plCrashReport:text];
PLCrashReporter does not expose an external method to extract a stack trace as a string from a PLCrashReport
object. One method to generate a stack trace string is to extend the PLCrashReportTextFormatter
class.
An example interface for a PLCrashReportTextFormatter+(StackTrace)
extension can be written as follows.
@interface PLCrashReportTextFormatter (Private)
+ (NSString *) formatStackFrame:(PLCrashReportStackFrameInfo *)frameInfo
frameIndex:(NSUInteger)frameIndex
report:(PLCrashReport *)report
lp64:(BOOL)lp64;
@end
@interface PLCrashReportTextFormatter (StackTrace)
+ (NSString *)stringValueStackTraceForCrashReport:(PLCrashReport *)report;
+ (boolean_t)isLp64Report:(PLCrashReport *)report;
@end
The associated implementation for PLCrashReportTextFormatter+(StackTrace)
can be written as follows.
@implementation PLCrashReportTextFormatter (StackTrace)
+ (NSString *)stringValueStackTraceForCrashReport:(PLCrashReport *)report {
boolean_t lp64 = [PLCrashReportTextFormatter isLp64Report:report];
NSMutableString *stackTrace = [@"" mutableCopy];
if (report.exceptionInfo != nil && report.exceptionInfo.stackFrames != nil && [report.exceptionInfo.stackFrames count] > 0) {
PLCrashReportExceptionInfo *exception = report.exceptionInfo;
for (NSUInteger frame_idx = 0; frame_idx < [exception.stackFrames count]; frame_idx++) {
PLCrashReportStackFrameInfo *frameInfo = [exception.stackFrames objectAtIndex: frame_idx];
[stackTrace appendString: [PLCrashReportTextFormatter formatStackFrame: frameInfo frameIndex: frame_idx report: report lp64: lp64]];
}
[stackTrace appendString: @"\n"];
}
return stackTrace;
}
+ (boolean_t)isLp64Report:(PLCrashReport *)report {
boolean_t lp64 = true; // quiesce GCC uninitialized value warning
/* Map to Apple-style code type, and mark whether architecture is LP64 (64-bit) */
NSString *codeType = nil;
/* Attempt to derive the code type from the binary images */
for (PLCrashReportBinaryImageInfo *image in report.images) {
/* Skip images with no specified type */
if (image.codeType == nil)
continue;
/* Skip unknown encodings */
if (image.codeType.typeEncoding != PLCrashReportProcessorTypeEncodingMach)
continue;
switch (image.codeType.type) {
case CPU_TYPE_ARM:
codeType = @"ARM";
lp64 = false;
break;
case CPU_TYPE_ARM64:
codeType = @"ARM-64";
lp64 = true;
break;
case CPU_TYPE_X86:
codeType = @"X86";
lp64 = false;
break;
case CPU_TYPE_X86_64:
codeType = @"X86-64";
lp64 = true;
break;
case CPU_TYPE_POWERPC:
codeType = @"PPC";
lp64 = false;
break;
default:
// Do nothing, handled below.
break;
}
/* Stop immediately if code type was discovered */
if (codeType != nil)
break;
}
/* If we were unable to determine the code type, fall back on the processor info's value. */
if (codeType == nil && report.systemInfo.processorInfo.typeEncoding == PLCrashReportProcessorTypeEncodingMach) {
switch (report.systemInfo.processorInfo.type) {
case CPU_TYPE_ARM:
codeType = @"ARM";
lp64 = false;
break;
case CPU_TYPE_ARM64:
codeType = @"ARM-64";
lp64 = true;
break;
case CPU_TYPE_X86:
codeType = @"X86";
lp64 = false;
break;
case CPU_TYPE_X86_64:
codeType = @"X86-64";
lp64 = true;
break;
case CPU_TYPE_POWERPC:
codeType = @"PPC";
lp64 = false;
break;
default:
codeType = [NSString stringWithFormat: @"Unknown (%llu)", report.systemInfo.processorInfo.type];
lp64 = true;
break;
}
}
/* If we still haven't determined the code type, we're totally clueless. */
if (codeType == nil) {
codeType = @"Unknown";
lp64 = true;
}
return lp64;
}
@end
See the example app on GitHub for a full implementation of crash reporting with PLCrashReporter.
While debugging a scenario that may lead, or is currently leading to, crashes and/or exceptions, it is often helpful to leave “breadcrumbs” along the way to better understand the context leading to the problem. A breadcrumb is a string explaining what your app code is about to attempt, or what it has just completed, for example “parsing began” or “parsing finished”.
The mParticle SDK lets you leave breadcrumbs with the leaveBreadcrumb
method. You can also include additional custom attributes.
// Leaving breadcrumbs as we parse an object that could throw an exception
- (void)parseResource:(Resource *)resource {
MParticle *mParticle = [MParticle sharedInstance];
@try {
[mParticle leaveBreadcrumb:@"parsing began"];
[mParticle leaveBreadcrumb:@"parsing title"];
[resource parseTitle];
[mParticle leaveBreadcrumb:@"parsing body"];
[resource parseBody];
[mParticle leaveBreadcrumb:@"parsing footer"];
[resource parseFooter];
[mParticle leaveBreadcrumb:@"parsing finished!"];
}
@catch (NSException *ex) {
[mParticle logException:ex topmostContext:self];
}
}
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