After successfully instantiating a VWO class, Activate API activates a FullStack A/B test for a specified user for a running campaign.
The API method:
- Validates the parameters passed.
- Checks whether the user is whitelisted. * Checks if User Storage Service is provided to know whether the user is returning. If yes, show the previously assigned variation always.
- Checks if User Storage Service is provided to know whether the user is returning. If yes, show the previously assigned variation always.
- Checks if the campaign is part of Mutually Exclusive Group and evaluates all the grouped campaigns to decide whether the user is eligible for the campaign.
- Checks whether the user is eligible for a campaign based on pre-segmentation conditions.
- Checks whether the user qualifies to become a part of the campaign based on traffic allocation.
- Assigns a deterministic variation to the qualified user.
- Sends an impression event to the VWO server for generating reports.
The API method requires a campaign unique-key campaign_key and a User ID - userId. You can also pass other flags in the options key.
campaign_key is the required key provided at the time of FullStack campaign creation.
user_id is the required unique id associated with the user for identification.
options is the optional key to provide targeting, whitelisting, User Storage Service stored data, and other flags based on your campaign setup and requirements.
The API method has various levels of stages and depending on each stage result, the subsequent stage is executed.
- Parameter Validation - first, validates the parameters passed. If these are not valid, log the error, and the API method returns null, that is, no variation found.
- Whitelisting - checks whether a user is forced into a variation. This could be achieved via user ID or passing custom variation targeting variables that would be evaluated against conditions configured inside the campaign on the VWO app. If the user is whitelisted, variation defined in conditions is returned otherwise proceeded further.
- Pre-segmentation - checks whether the user passes the segmentation conditions i.e. whether the user is eligible for the campaign by evaluating campaign segmentation conditions against passed custom variables. If the user is eligible, then proceed further, otherwise return.
- User Bucketing - checks whether the User(userId) qualifies for the campaign. This is achieved by hashing the userId by using the murmur3 hashing algorithm, which always provides the same hash value for the same userId. This helps in maintaining consistent behavior throughout for a particular userId. The hash value is normalized to a number in the range 1–100 and is checked with the campaign percent traffic, which was configured at the time of campaign creation. If the hash value is less than or equal to the campaign percent traffic, the user is marked as being qualified for the campaign having test-key as campaignKey. If the userId is not qualified for the campaign, the API method returns null, that is, no variation assigned.
- Variation Assignment - assigns a variation to the userId after the user is qualified for the campaign, which again uses the murmur3 hashing algorithm and evenly distributes the traffic based on the traffic distribution of each variation that was configured at the time of campaign creation. The API method returns the name of the assigned variation.
This method does take care of UserStorageService. It first looks into UserStorageService(if provided at the time of Instantiation) before the above logic executes and if the stored variation is found, it returns with that variation name.
- Sending Impression - sends an impression to the VWO server for generating reports.
Campaign key to uniquely identify a FullStack campaign.
User ID which uniquely identifies each user.
Pass params for pre-segmentation and whitelisting
customVariables(Object): Custom variables to be matched against Campaign's pre-segmentation.
variationTargetingVariables(Object): Custom variation targeting variables to be matched against Campaign's forced variation/whitelisting conditions.
The name of the variation in which the user is bucketed, or null if the user doesn't qualify to become a part of the campaign.
When a user qualifies for the campaign, variation's name is returned.
When a user is not qualified for the campaign, null is returned.
import vwo settings_file = vwo.get_settings_file(account_id, sdk_key) vwo_client_instance = vwo.launch(settings_file) # campaign_key: you provide at the time of campaign creation # user_id: how you identify a particular user # custom_variables: pre-segmentation variables (Optional) # variation_targeting_variables: pre-segmentation variables (Optional) variation_name = vwo_client_instance.activate(campaign_key, user_id, custom_variables = custom_variables, variation_targeting_variables = variation_targeting_variables) if (variation_name == "Control"): # CODE: write code for Control elif (variation_name == "Variation-1"): # CODE: write code for Variation-1 else: # CODE: User is not qualified for the campaign. Would be due to configuring campaign's percent-traffic less than 100% while creating or updating a FullStack campaign.
If User Storage Service is provided, SDK will not track the same visitor multiple times. Once tracked and stored by the User Storage Service, the next time the same visitor lands, it will check the existence from the storage via User Storage Service. If found, it will not track the same visitor.
VWO only tracks a visitor and its corresponding conversion only once even if the SDK sends multiple calls.
If User Storage Service is provided, campaign activation is mandatory before tracking any goal, getting a variation of a campaign, and getting the value of the feature's variable.
Updated about 1 month ago