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With the Kameleoon iOS (Swift) SDK, experiments can run and feature flags can activate on native mobile iOS applications. Integrating the SDK into Swift apps is easy, and the footprint (memory and network usage) is low. Getting started: For help getting started, see the developer guide. Changelog: Latest version of the Swift SDK: 4.27.3 Changelog. SDK methods: For the full reference documentation of the iOS SDK methods, see the reference section.

Developer guide

Follow these steps to install and configure the Kameleoon iOS SDK in your application for the first time.

Getting started

Starter kit

To help with getting started, Kameleoon provides a starter kit and demo application to test the SDK. The starter kit includes a fully configured app with examples demonstrating how SDK methods can be used in an app. The starter kit, demo application, and detailed instructions are available at Starter kit for iOS

Prerequisites

  • Use Swift version 5.0 or higher on the iOS platform. Support for earlier iOS applications (including earlier Swift versions and Objective-C apps) is not planned. A Universal Framework version is available, compatible both with x86_64 (for the iOS Simulator) and ARM (for production deployment into the App Store).

Installation

You can install the iOS SDK using CocoaPods or Swift Package Manager:
With Swift Package Manager, add a package dependency to your Xcode project. Select File > Swift Packages > Add Package Dependency and enter the repository URL: https://github.com/Kameleoon/client-swift.Alternatively, you can modify your Package.swift file directly:

Additional configuration

To customize the SDK’s behavior, create a kameleoon-client-swift.plist configuration file in the root directory of your Xcode project. You can also download a sample configuration file. These are the keys you can set:
If you specify a visitorCode and set the isUniqueIdentifier parameter to true, the SDK methods use the visitorCode value as the unique visitor identifier, which is useful for cross-device experimentation. The SDK links the flushed data to the visitor that is associated with the specified identifier.The isUniqueIdentifier can be useful in other edge-case scenarios, such as when you can’t access the anonymous visitorCode that was originally assigned to the visitor, but you have access to an internal ID that is connected to the anonymous visitor through session merging.
Using activityTrackingIntervalMillisecond
The activityTrackingIntervalMillisecond parameter controls how often the SDK sends an activity event to extend the visitor’s session on the Data API. A longer interval reduces network usage and battery consumption. The default and minimum value is 60 000 ms (60 seconds); any lower non-zero value is ignored and the default is applied instead. Timers pause while the app is in the background, so the interval only advances while the app is in the foreground. Increasing this value has significant side effects you should weigh carefully:
  1. Visits with zero duration
    • Reports derive visit duration from tracked events. If the interval is longer than the time a visitor spends in the app, the SDK may send only the startup event. The visit’s start and last-activity timestamps are then (nearly) identical, so the report usually shows a duration close to zero. You can avoid this by sending other events during the session (such as conversions or page views), which also extend the recorded duration.
  2. Time elapsed since last visit (targeting)
    • The “time elapsed since last visit” condition compares the current time against a previous visit’s last recorded activity. That timestamp only refreshes once per interval, so its precision degrades as the interval grows: comparisons for durations close to or below the interval become unreliable.
  3. Visit count
    • A new visit starts after 30 minutes of inactivity. If you set the interval longer than 30 minutes, every activity event arrives after the previous session has already expired, so the SDK creates a new visit at each interval and inflates the visit count.
Setting activityTrackingIntervalMillisecond to 0 disables periodic activity tracking entirely. In that case, the SDK sends only a single activity event at application startup.

Initialize the Kameleoon Client

After you’ve set up the SDK in your application, you must create the Kameleoon Client. A Client is a singleton object that acts as a bridge between your application and the Kameleoon platform. It includes all the methods and properties you need to run an experiment.
The KameleoonClientFactory.create() method initializes the client, but the client is not immediately ready for use. The client must retrieve the current configuration of experiments and feature flags (along with their traffic repartition) from a Kameleoon remote server. This retrieval requires the client to have network access, which is not always available. Until the Kameleoon Client is fully ready, you should not attempt to run other methods in the Kameleoon iOS SDK. After the client fetches the first configuration of feature flags, it periodically refreshes the configuration. If the refresh fails for any reason, the Kameleoon client continues to function using the previous configuration. You can use the .ready public getter to check if the Kameleoon client initialization is finished. Alternatively, a helper callback can encapsulate the logic of experiment triggering and variation implementation. The best approach (.ready or callback) depends on preferences and the use case. Using .ready is recommended when the SDK is expected to be ready for use soon. For example, .ready is appropriate when running an experiment on a dialog that would be accessible only after a few seconds or minutes of navigation within the app. A callback is recommended when there is a high probability that the SDK will still be initializing when the experiment is reached. For example, an experiment visible at the launch of the app should use a callback that makes the application wait until either the SDK is ready or a specified timeout has expired.
It’s your responsibility as the app developer to ensure the client is ready before calling any methods. A good practice is to always assume that the app user should be left out of the experiment if the Kameleoon client is not yet ready. This exclusion is easy to do, as it corresponds to the implementation of the default reference variation logic as shown in the code sample above.
You’re now ready to implement feature management and features flags. See the Reference section for details about additional methods.

Best practices for initialization and usage

  • Initializing KameleoonClient as a singleton as early as possible after the application starts is recommended, as initialization may take some time. Since initialization is asynchronous, it does not block or delay the application startup process.
  • Before using KameleoonClient, verify that it is initialized by calling the runWhenReady method. Otherwise, attempts to use the client before it is ready will result in errors.
  • ⚠️ Most key methods may throw errors, so proper exception handling is required. Be sure to review the documentation for each method you use to understand its potential errors.

Activating a feature flag

Retrieving a flag configuration
To implement a feature flag in your code, you must first create the feature flag in your Kameleoon account. To determine the status or variation of a feature flag for a specific user, you should use the getVariation() or isFeatureActive() method to retrieve the configuration based on the featureKey. The getVariation() method handles both simple feature flags with ON/OFF states and more complex flags with multiple variations. The method retrieves the appropriate variation for the user by checking the feature rules, assigning the variation, and returning it based on the featureKey and visitorCode. The isFeatureActive() method can be used if you want to retrieve the configuration of a simple feature flag that has only an ON or OFF state, as opposed to more complex feature flags with multiple variations or targeting options. If your feature flag has associated variables (such as specific behaviors tied to each variation) getVariation() also enables you to access the Variation object, which provides details about the assigned variation and its associated experiment. This method checks whether the user is targeted, finds the visitor’s assigned variation, and saves it to storage. When track=true, the SDK will send the exposure event to the specified experiment on the next tracking request, which is automatically triggered based on the SDK’s tracking_interval_millisecond. By default, this interval is set to 1000 milliseconds (1 second). The getVariation() method allows you to control whether tracking is done. If track=false, no exposure events will be sent by the SDK. This is useful if you prefer not to track data through the SDK and instead rely on client-side tracking managed by the Kameleoon engine, for example. Additionally, setting track=false is helpful when using the getVariations() method, where you might only need the variations for all flags without triggering any tracking events. If you want to know more about how tracking works, view this article
Adding data points to target a user or filter / breakdown visits in reports
To target a user, ensure you’ve added relevant data points to their profile before retrieving the feature variation or checking if the flag is active. Use the addData() method to add these data points to the user’s profile. To retrieve data points collected on other devices, use the getRemoteVisitorData() method. This method asynchronously fetches data from the servers. It is important to call getRemoteVisitorData() before retrieving the variation or checking if the feature flag is active, as this data might be required to assign a user to a given variation. To learn more about available targeting conditions, see the detailed article on the subject. Additionally, the data points you add to the visitor profile will be available when analyzing your experiments, allowing you to filter and break down your results by factors like device. See the complete list here. If you need to track additional data points beyond what’s automatically collected, you can use Kameleoon’s Custom Data feature. Custom Data allows you to capture and analyze specific information relevant to your experiments. Don’t forget to call the flush() method to send the collected data to Kameleoon servers for analysis.
Tracking goal conversions
When a user completes a desired action (such as making a purchase), it is recorded as a conversion. To track conversions, use the trackConversion() method and provide the required goalId parameter. The conversion tracking request will be sent along with the next scheduled tracking request, which the SDK sends at regular intervals (defined by tracking_interval_millisecond). If you prefer to send the request immediately, use the flush() method with the parameter instant=true.

Cross-device experimentation

To support visitors who access an app from multiple devices, Kameleoon allows the synchronization of previously collected visitor data across each of the visitor’s devices and reconciliation of their visit history across devices through cross-device experimentation. Case studies and detailed information on how Kameleoon handles data across devices are available in the article on cross-device experimentation.

Synchronizing custom data across devices

Although custom mapping synchronization is used to align visitor data across devices, it is not always necessary. Below are two scenarios where custom mapping sync is not required: Same user ID across devices If the same user ID is used consistently across all devices, synchronization is handled automatically without a custom mapping sync. It is enough to call the getRemoteVisitorData() method when you want to sync the data collected between multiple devices. Multi-server instances with consistent IDs In complex setups involving multiple servers (for example, distributed server instances), where the same user ID is available across servers, synchronization between servers (with getRemoteVisitorData()) is sufficient without additional custom mapping sync. Customers who need additional data can refer to the getRemoteVisitorData() method description for further guidance. In the below code, it is assumed that the same unique identifier (in this case, the visitorCode, which can also be referred to as userId) is used consistently between the two devices for accurate data retrieval.
If you want to sync collected data in real time, you need to choose the scope Visitor for your custom data.
Device A
Device B

Using custom data for session merging

Cross-device experimentation allows for combining a visitor’s history across each of their devices (history reconciliation). History reconciliation allows merging different visitor sessions into one. To reconcile visit history, use CustomData to provide a unique identifier for the visitor. For more information, see the dedicated documentation. After cross-device reconciliation is enabled, calling getRemoteVisitorData() with the parameter userId retrieves all known data for a given user. Sessions with the same identifier will always be shown the same variation in an experiment. In the Visitor view of your experiment’s results pages, these sessions will appear as a single visitor. The SDK configuration ensures that associated sessions always see the same variation of the experiment. However, there are some limitations regarding cross-device variation allocation. These limitations are outlined here. Follow the activating cross-device history reconciliation guide to set up your custom data on the Kameleoon platform. Afterwards, you can use the SDK normally. The following methods that may be helpful in the context of session merging:
  • getRemoteVisitorData() with passed isUniqueIdentifier=true to KameleoonClientConfig - to retrieve data for all linked visitors.
  • trackConversion() or flush() with passed isUniqueIdentifier=true to KameleoonClientConfig - to track some data for specific visitor that is associated with another visitor.
As the custom data you use as the identifier must be set to Visitor scope, you need to use cross-device custom data synchronization to retrieve the identifier with the getRemoteVisitorData() method on each device.
Here’s an example of how to use custom data for session merging.
In this example, the application has a login page. Since the user ID is unknown at the moment of login, an anonymous visitor automatically generated by the SDK is used. The visitor code can be retrieved with the getVisitorCode() method. After the user logs in, the anonymous visitor is associated with the user ID and used as a unique identifier for the visitor.

Using a custom bucketing key

By default, Kameleoon uses a unique, anonymous visitor ID (visitorCode) to assign users to feature flag variations. This ID is typically generated and stored on the user’s device (in a browser cookie for client-side and server-side SDKs—in persistent storage for mobile SDKs). However, in certain scenarios you may need to ensure all users of the same organization see the same variant of a feature flag. The Custom Bucketing Key option allows you to override this default behavior by providing your own custom identifier for bucketing. This override ensures that Kameleoon’s assignment logic uses your specified key instead of the default visitorCode.

Use cases

Using a custom bucketing key is essential for maintaining consistency and accuracy in your feature flag assignments, particularly in these situations:
  • Account-level or organizational experiments: For B2B products or scenarios where you want to assign all users from the same organization to the same variation, you can use an identifier like an accountId. Custom bucketing keys are crucial for A/B testing features that impact an entire team or company.
By implementing a custom bucketing key, you ensure greater consistency and accuracy in your experiments, leading to more reliable results and a better user experience.

Technical details

When you configure a custom bucketing key for a feature flag, you provide Kameleoon with a specific identifier from your application’s data:
  • Providing the custom key: You provide your custom identifier to the Kameleoon SDK using the addData() method. In this method, you will pass your chosen custom bucketing key as a CustomData object. Here, newVisitorCode refers to the identifier you wish to use for your bucketing (for example, the new userId or accountId).
For the custom bucketing key to function correctly, it must also be defined and configured for the feature flag during the flag creation or editing process. Without this corresponding configuration, the SDK’s bucketing will not apply your custom key. For detailed instructions on how to set this up in Kameleoon, refer to this article.
  • Bucketing logic: Once a custom bucketing key is provided through the addData() method, all hash calculations for assigning users to variations will use this newVisitorCode (your custom key) instead of the default visitorCode. Using the newVisitorCode means that the bucketing decision is tied to your custom identifier, ensuring consistent assignments across various contexts where that identifier is present.
  • Data tracking and analytics: It’s crucial to note that while the newVisitorCode (your custom key) is used for bucketing decisions, all subsequent data (tracking events and conversions, for example) is sent and associated with the original visitorCode. This separation ensures that your analytics accurately reflect individual user journeys and interactions within your experiment’s broader context, even when bucketing is performed at a higher level (like an account) or across multiple devices/sessions. Your original visitor data remains intact for comprehensive reporting.

Technical requirements

To effectively use a custom bucketing key:
  • The key must be a String.
  • It must be unique for the entity you intend to bucket (for example, if using a userId, each user’s ID should be unique).
  • The key must be available to the SDK at the exact moment the feature flag decision is evaluated for that user or request.

Targeting conditions

The Kameleoon SDKs support a variety of predefined targeting conditions that you can use to target users in your campaigns. For the list of conditions this SDK supports, see use visit history to target users. You can also use your own external data to target users.

Logging

The SDK generates logs to reflect various internal processes and issues.

Log levels

The SDK supports configuring limiting logging by a log level.

Custom handling of logs

The SDK writes its logs to the console output by default. This behaviour can be overridden.
Logging limiting by a log level is performed apart from the log handling logic.

Passing the visitor code to a WebView

In some cases, you may need to pass the visitor code from the native application to a WebView that uses Engine.js or the web JavaScript or React SDKs. The following example demonstrates the recommended way to achieve this:

Apple privacy compliance

Starting May 1st, 2024, Apple requires apps that include a third-party SDK, such as the Kameleoon iOS SDK, that include a privacy manifest file. The latest version of the SDK is code-signed, compliant, and includes a valid manifest file with the SDK. No action is required if you’re using the Kameleoon iOS SDK version 4.2 or later.

Reference

This is the full reference documentation for the Kameleoon iOS (Swift) SDK.

Initialization

Once you have installed the SDK in your application, you must initialize Kameleoon. All of your application’s interactions with the SDK, such as triggering an experiment, are accomplished using this Kameleoon client object.

create()

Call this method before any others to initialize the SDK. This method is in KameleoonClientFactory. create() creates an instance of KameleoonClient to manage all interactions between the SDK and your app. You can customize the SDK’s behavior (for example, the environment, the credentials) by providing a configuration object. Otherwise, the SDK tries to find your configuration file and will use it instead.
Parameters
Return value
Exceptions thrown

ready

For mobile SDKs, the Kameleoon Client’s initialization is not immediate. The SDK needs to perform a server call to retrieve the current configuration for all active experiments. Check if the SDK is ready by calling this method before triggering an experiment. Alternatively, you can use the runWhenReady() method with a callback.
Return value

runWhenReady()

  • 🔄 Performs an asynchronous request (if the configuration is outdated or missing)
For mobile SDKs, the KameleoonClient cannot initialize immediately, as it needs to perform a server call to retrieve the current configuration for all feature flags. Use the runWhenReady() method to wait until the client is ready for use. Additionally, you can set a maximum timeout period to control how long the client will wait before it becomes ready. If ready=true, the KameleoonClient is fully initialized, and feature flags will be evaluated and assigned their respective variations. If the result is false or a timeout occurs, the initialization will not complete. The callback or asynchronous code should handle applying the reference variation, as a timeout will exclude the user from the feature flag.
Since the initial configuration may require a server call, this mechanism is asynchronous. Therefore, you should either:
  • Provide a completion callback as an argument to the method to ensure you are notified when the KameleoonClient is fully initialized and ready for use.
  • Use asynchronous operations.
Arguments

Feature flags and variations

isFeatureActive()

  • 📨 Sends Tracking Data to Kameleoon (depending on the track parameter)
This method was previously called activateFeature, which was removed in SDK version 4.0.0.
To activate a feature toggle, call this method. isFeatureActive() accepts featureKey as a required argument to check if the specified feature will be active for a visitor. If a visitor has never been associated with this feature flag, this method returns a random boolean value (true if the user should be shown this feature, otherwise false). If the visitor is already registered with this feature flag, the method returns the previous featureFlag value. Ensure you implement error handling as shown in the example code to catch potential errors.
Kameleoon uses tracking to count sessions and visitors when you call certain methods, such as isFeatureActive(), getVariation() or getVariations().Use the default true value for the track parameter when you expose visitors to a variation and need to count them. Set the track parameter to false only if you call these methods before you expose visitors.For example, if you call getVariations() to retrieve all variations before you expose visitors, set the track parameter to false. This setting prevents Kameleoon from prematurely counting a session. You can then trigger tracking later when you explicitly expose the visitor.Kameleoon sends tracking data every second by default. You can configure this interval up to five seconds using the tracking interval configuration option. Kameleoon groups tracking events into a single session as long as the interval between events is less than 30 minutes. If more than 30 minutes elapse between tracking events, Kameleoon counts the events as separate sessions. A visit appears in your reports 30 minutes after the last recorded event in the session.
The isFeatureActive() method evaluates the served variant, not the master flag state. If you exclude rules, the method uses the Then, for everyone else serve default state. If you select Off for this default state, the method always returns false even when the master feature flag is On.
Arguments
Return value
Errors thrown

getVariation()

  • 📨 Sends Tracking Data to Kameleoon (depending on the track parameter)
Retrieves the Variation assigned to a given visitor for a specific feature flag. This method takes a visitorCode and featureKey as mandatory arguments. The track argument is optional and defaults to true. It returns the assigned Variation for the visitor. If the visitor is not associated with any feature flag rules, the method returns the default Variation for the given feature flag. Ensure that proper error handling is implemented in your code to manage potential exceptions.
The default variation refers to the variation assigned to a visitor when they do not match any predefined delivery rules for a feature flag. In other words, it is the fallback variation applied to all users who are not targeted by specific rules. It’s represented as the variation in the “Then, for everyone else…” section in a management interface.
Parameters
Return value
Errors thrown

getVariations()

  • 📨 Sends Tracking Data to Kameleoon (depending on the track parameter)
Retrieves a map of Variation objects assigned to a given visitor across all feature flags. This method iterates over all available feature flags and returns the assigned Variation for each flag associated with the specified visitor. It takes onlyActive and track as optional arguments.
  • If onlyActive is set to true, the method getVariations() will return feature flags variations provided the user is not bucketed with the off variation.
  • The track parameter controls whether or not the method will track the variation assignments. By default, it is set to true. If set to false, the tracking will be disabled.
The returned map consists of feature flag keys as keys and their corresponding Variation as values. If no variation is assigned for a feature flag, the method returns the default Variation for that flag. Proper error handling should be implemented to manage potential exceptions.
The default variation refers to the variation assigned to a visitor when they do not match any predefined delivery rules for a feature flag. In other words, it is the fallback variation applied to all users who are not targeted by specific rules. It’s represented as the variation in the “Then, for everyone else…” section in a management interface.
Parameters
Return value
Errors thrown

setForcedVariation()

The method allows you to programmatically assign a specific Variation to a user, bypassing the standard evaluation process. This is especially valuable for controlled experiments where the usual evaluation logic is not required or must be skipped. It can also be helpful in scenarios like debugging or custom testing. When a forced variation is set, it overrides Kameleoon’s real-time evaluation logic. Processes like segmentation, targeting conditions, and algorithmic calculations are skipped. To preserve segmentation and targeting conditions during an experiment, set forceTargeting=false instead. A forced variation is treated the same as an evaluated variation. It is tracked in analytics and stored in the user context like any standard evaluated variation, ensuring consistency in reporting. The method may throw exceptions under certain conditions (e.g., invalid parameters, user context, or internal issues). Proper exception handling is essential to ensure that your application remains stable and resilient.
Parameters
Errors thrown
In most cases, only the basic error, KameleoonError/KameleoonError.Feature, needs to be handled, as demonstrated in the example. However, if different types of errors require a response, handle each one separately based on specific requirements. Additionally, for enhanced reliability, general language errors can be handled by including Error.

evaluateAudiences()

  • 📨 Sends Tracking Data to Kameleoon
This method evaluates visitors against all available Audiences Explorer segments and tracks those who match. evaluateAudiences() should be called after all relevant visitor data has been set or updated, and just before getting a feature variation or checking a feature flag. This approach ensures that the visitor is evaluated against the most current data available, allowing for accurate audience assignment based on all criteria. After calling this method, you can perform a detailed analysis of segment performance in Audiences Explorer.
Errors thrown
In most cases, only the basic error, KameleoonError/KameleoonError.Feature, needs to be handled, as demonstrated in the example. However, if different types of errors require a response, handle each one separately based on specific requirements. Additionally, for enhanced reliability, general language errors can be handled by including Error.

getFeatureList()

If you want to iterate over all feature flags and call getVariation() on each, use the getVariations() method instead.
Returns a list of feature flag keys currently available for the SDK.
Return value

getDataFile()

To evaluate all feature flags, use getVariations(). This method is more efficient than calling DataFile and iterating through flags with getVariation().
Returns the current SDK configuration as a DataFile object.
Return value
Errors thrown

Goals

trackConversion()

  • 📨 Sends Tracking Data to Kameleoon
Use this method to track conversions. This method requires goalId to track conversion on this particular goal. In addition, this method also accepts revenue, metadata and negative arguments. The trackConversion() method doesn’t return any value. This method is non-blocking as the server call is made asynchronously.
Parameters
metadata values are accessible through raw data exports and the results page.If the metadata parameter is provided, Kameleoon will use these specified values for the current conversion instead of what was previously collected using the addData() method. If the parameter is omitted, Kameleoon will use the last tracked values for those CustomData prior to the conversion and within the same visit.Kameleoon will only consider the metadata values that are explicitly passed as parameters to the trackConversion() method.In the example below, Kameleoon will associate the conversion only with the custom data value explicitly provided as a parameter (here: index 5 with the value ‘Amex Credit Card’).

Events

updateConfigurationHandler()

The updateConfigurationHandler() method allows you to handle the event when configuration has updated data. It takes one input parameter, handler. The handler that will be called when the configuration is updated using a real-time configuration event.
Parameters

Visitor data

visitorCode

Returns unique visitor code used in SDK.
Return value

addData()

The addData() method adds targeting data to storage so other methods can use the data to decide whether or not to target the current visitor. The addData() method does not return any value and does not interact with Kameleoon back-end servers on its own. Instead, all the declared data is saved for future transmission using the flush() method. This approach reduces the number of server calls made, as the data is typically grouped into a single server call that is triggered by the flush(). The trackConversion() method also sends out any previously associated data, just like the flush(). The same holds true for getVariation() and getVariations() methods if an experimentation rule is triggered.
Each visitor can only have one instance of associated data for most data types. However, CustomData is an exception. Visitors can have one instance of associated CustomData per index.
Parameters

flush()

  • 📨 Sends Tracking Data to Kameleoon
The flush() method collects the Kameleoon data linked to the visitor. It then sends a tracking request, along with all data added using the addData method that has not yet been sent using one of these methods. flush() is non-blocking as the server call is made asynchronously. flush provides control over when data associated with a given visitorCode is sent to the servers. For instance, if addData() is called a dozen times, sending data to the server each time addData() is invoked would be inefficient. Call flush() once.
Parameters
Errors thrown

getRemoteData()

  • 🔄 Performs an asynchronous request
This method was previously called retrieveDataFromRemoteSource, which was removed in SDK version 4.0.0 release.
Use this method to retrieve data from a remote Kameleoon server based on the active siteCode and the key argument (or the active visitorCode if the key is omitted). The visitorCode and siteCode are specified in KameleoonClientFactory.create(). Data can be stored quickly and conveniently on highly scalable remote servers using the Kameleoon Data API. The application can then retrieve the data using this method.
Since a server call is required, this mechanism is asynchronous. Therefore, you should either:
  • Provide a completion callback as an argument to the method to ensure you are notified when the data has been successfully fetched.
  • Use asynchronous operations.
Parameters

getRemoteVisitorData()

  • 🔄 Performs an asynchronous request
getRemoteVisitorData() is an asynchronous method for retrieving Kameleoon Visits Data for the visitor from the Kameleoon Data API. The method adds the data to storage for other methods to use when making targeting decisions. Data obtained using this method plays an important role when you want to:
  • use data collected from other devices.
  • access a user’s history, such as custom data collected during previous visits.
Read this article for a better understanding of possible use cases.
By default, getRemoteVisitorData() automatically retrieves the latest stored custom data with scope=Visitor and attaches them to the visitor without the need to call the method addData(). It is particularly useful for synchronizing custom data between multiple devices.Checking only for failed results is recommended. However, if necessary, it can be verified that the data has been added to the visitor and is available for targeting purposes (or for debugging, though using logging is better for debugging). Additionally, data can be managed manually if the addData=false parameter is passed.
Since a server call is required, this mechanism is asynchronous. Therefore, you should either:
  • Provide a completion callback as an argument to the method to ensure you are notified when the data has been successfully fetched and added to the visitor.
  • Use asynchronous operations.
Parameters
Using parameters with RemoteVisitorDataFilter
The getRemoteVisitorData() method offers flexibility by allowing you to define various parameters when retrieving data on visitors. Whether you’re targeting based on goals, experiments, or variations, the same approach applies across all data types. For example, suppose you want to retrieve data on visitors who completed a goal “Order transaction”. You can specify parameters within the getRemoteVisitorData() method to refine your targeting. For instance, if you want to target only users who converted on the goal in their last five visits, you can set the previousVisitAmount parameter to 5 and conversions to true. The flexibility shown in this example is not limited to goal data. You can use parameters within the getRemoteVisitorData() method to retrieve data on a variety of visitor behaviors.
Here is the list of available Types.RemoteVisitorDataFilter options:

getVisitorWarehouseAudience()

  • 🔄 Performs an asynchronous request
Retrieves all audience data associated with the visitor in your data warehouse. The optional warehouseKey parameter is typically your internal user ID. The customDataIndex parameter corresponds to the Kameleoon custom data that Kameleoon uses to target your visitors. You can refer to the warehouse targeting documentation for additional details.
Since a server call is required, this mechanism is asynchronous. Therefore, you should either:
  • Provide a completion callback as an argument to the method to ensure you are notified when the data has been successfully fetched and added to the visitor.
  • Use coroutines for asynchronous handling.
Checking only for failed results is recommended. However, if necessary, it can be verified that the data has been added to the visitor and is available for targeting purposes (or for debugging, though using logging is better for debugging).
Parameters

setLegalConsent()

You must use this method to specify whether the visitor has given legal consent to use their personal data. Setting the legalConsent parameter to false limits the types of data that you can include in tracking requests. This method helps you adhere to legal and regulatory requirements while responsibly managing visitor data. You can find more information on personal data in the consent management policy.
Parameters

Data types

This section lists the data types supported by Kameleoon. Several standard data types are provided, as well as the CustomData type for defining custom data types.

Conversion

The Conversion data set stored here can be used to filter experiment and personalization reports by any goal associated with it.
  • Each visitor can have multiple Conversion objects.
  • You can find the goalId in the Kameleoon app.

CustomData

CustomData allows any type of data to be easily associated with each visitor. CustomData can then be used as a targeting condition in segments or as a filter/breakdown in experiment reports. To learn more about custom data, please refer to this article.
  • Each visitor is allowed only one CustomData for each unique index. Adding another CustomData with the same index will replace the existing CustomData.
  • The custom data index can be found in the Custom Data dashboard under the “INDEX” column.
  • To prevent the SDK from sending data with the selected index to Kameleoon servers for privacy reasons, enable the Use this data only locally for targeting purposes option when creating custom data.
  • Adding a CustomData instance created with a name when the SDK instance configuration is not up to date or the name is not registered, will result in the data being ignored.

Device

Since iOS SDK 4.14.0, the Device is automatically detected based on the value of UIDevice.current.userInterfaceIdiom. However, you can still manually override it if needed.
Store information about the user’s device.

Geolocation

Geolocation contains the visitor’s geolocation details.
  • Each visitor can have only one Geolocation. Adding a second Geolocation overwrites the first one.

Returned Types

DataFile

The DataFile contains the SDK configuration details. It can be extended with additional information if required by clients. If you need more details, please contact your Customer Success Manager.

FeatureFlag

The FeatureFlag represents a set of properties that define a feature flag itself — for example, its Variations, Rules, environment status, and other related details. It can be extended with additional information if required by clients. If you need more details, please contact your Customer Success Manager.

Rule

The Rule represents a set of properties that define a rule itself — for example, its Variations. It can be extended with additional information if required by clients. If you need more details, please contact your Customer Success Manager.

Variation

Variation contains information about the assigned variation to the visitor (or the default variation, if no specific assignment exists).
  • The Variation object provides details about the assigned variation and its associated experiment, while the Variable object contains specific details about each variable within a variation.
  • Ensure that your code handles the case where id or experimentId may be -1, indicating a default variation.
  • The variables map might be empty if no variables are associated with the variation.

Variable

Variable contains information about a variable associated with the assigned variation.

Deprecated methods

These methods are deprecated and will be removed in SDK version 5.0.0.

getFeatureVariationKey()

  • 📨 Sends Tracking Data to Kameleoon
Use getVariation() instead.
Use this method to get the feature variation key for a specific user. This method takes a featureKey as a required argument to retrieve the variation key for the specified user. If the visitor has never been associated with this feature flag, the SDK returns a randomly assigned variation key (according to the feature flag rules). If the visitor is already registered with this feature flag, this method returns the previous variation key. If the visitor does not match any of the rules, the default variation you defined in the Kameleoon app will be returned. Ensure you set up proper error handling as shown in the example code to catch potential errors.

getActiveFeatureList()

Use getVariations() instead.
To get the list of feature flag keys currently available and active for the visitor.
Return value

getActiveFeatures()

Use getVariations() instead.
getActiveFeatures method retrieves information about the active feature flags that are available for the specified visitor code.
Return value

getFeatureVariable()

  • 📨 Sends Tracking Data to Kameleoon
  • Use getVariation() instead.
  • This method was previously called obtainFeatureVariable(), which was removed in SDK version 4.0.0.
Call this method to get the feature variable of a variation key associated with a user. This method takes featureKey, and variableKey as required arguments to get the variable of the variation key for a given user. If a visitor has never been associated with this feature flag, the SDK returns a variable value for the variation key that it randomly assigns according to the feature flag rules. If the user is already registered with this feature flag, the SDK returns the variable value for the previously associated variation. If the user does not match any of the rules, the default variable is returned.
Parameters
Return value
Errors thrown

getFeatureVariationVariables()

  • Use getVariation() instead.
  • This method was previously called getFeatureAllVariables, which was removed in SDK version 4.0.0.
To retrieve all of the variables for a feature, call this method. You can modify your feature variables in the Kameleoon app. This method takes featureKey as an argument. It returns data with the [String: Any] type, as defined on the web interface. It will throw an exception (KameleoonError.Feature.notFound) if the requested feature has not been found in the SDK’s internal configuration.
Parameters
Return value
Errors thrown