Raw event data schema
Data schema
The schema the raw event export files follow is:
- gzip compressed
- one line of JSON encoded code (each line represents a single event)
- each line is a JSON dictionary with the following keys: user, time, client_time, type, app_version, payload, parameters, seqnum, version, device_id
Type
type
represents the event type sent to the Swrve API. It may be one of:
event
user
purchase
currency_given
iap
session_start
session_end
User
user
represents the user identifier sent to the Swrve API with the event (or batch of events).
Time
time
represents the time recorded on the Swrve server when the event was received. This is an integer that represents the number of milliseconds since the epoch.
Client time
client_time
represents the client time sent to Swrve with event. This is an integer that represents the number of milliseconds since the epoch.
App version
app_version
represents the app_version identifier sent to the Swrve API with the event (or batch of events).
Payload
payload
represents the optional payload information added to the event. payload
is a dictionary of string / integer / boolean values.
Parameters
parameters
contains a dictionary of data sent to the Swrve API with the event. The dictionary fields depend on event_type. These parameters match the REST API.
Parameter | Fields |
---|---|
event | name, user_initiated |
user | attributes, user_initiated |
purchase | item, currency, cost, quantity |
currency_given | given_currency, given_amount |
iap | Platform dependant |
session_start | None |
session_end | None |
Seqnum, version, device ID
seqnum
,version
, anddevice_id
are internal and are used for debugging.
Campaign events
Swrve campaign events are logged in two formats, generic or custom, depending on the channel and action type in question. Generic campaign events use a common event name, with differentiators for channel, action and campaign ID stored within the event payloads. In contrast, custom campaign events encode the channel, action, and campaign ID within the event name itself. For examples, see Custom campaign event format below. The following table provides a breakdown of channels and actions by format:
Channel | Actions in generic format | Actions in custom format |
---|---|---|
Push | sent delivered influenced button_click rejected |
engaged |
In-app messages | page_view dismiss navigation |
Impression Click |
Embedded campaigns | Impression Click |
|
Geo notifications | impression engaged button_click |
Generic campaign event format
Campaign touchpoints that are tracked as generic Swrve campaign events will have an event name of Swrve.generic_campaign_event
and the following JSON format in the S3 raw logs:
{ "id": "...", "campaignType": "...", "actionType": "...", "contextId":"...", "payload": { "key1": "...", "...": "..." } }
where:
Property | Description |
---|---|
id | This is the tracking ID of the campaign event.
Use this ID to map the raw data to campaign metadata such as name, dashboard URL and so forth via the Campaign Meta Data API. |
campaignType | This indicates what channel the campaign has been run on:
|
actionType | This indicates the action of the touchpoint being tracked.
See table above for values per channel. |
payload | |
displayed This indicates if the notification was displayed (true or false). |
|
reason This provides a reason if the notification is not displayed (false). The possible values include:
|
|
silent This indicates whether the event is associated with a background app update (true) or push notification (false). |
|
delta The time in minutes between when the device receives the notification and when the user subsequently opens the app. |
|
buttonId The ID of the button used to dismiss the campaign or navigate between pages in a multi-page campaign. |
|
buttonName The name of the button used to dismiss the campaign in a multi-page campaign. |
|
pageName The name of the page the action occurred on. |
|
to The ID of the page the user navigated to from the current page. |
Example event
{ "type": "generic_campaign_event", "time": 123, "seqnum": 1, "actionType": "delivered", "campaignType": "push", "id": "1", "payload": { "displayed": "false", "reason": "permission_denied", "silent": "false" } }
Custom campaign event format
Campaign touchpoints that are tracked as custom Swrve campaign events will encode tracking ID, campaign type, and action type in the event name, rather than the payload:
Channel | Actions | Event name schema |
---|---|---|
Push | Engaged | Swrve.Messages.Push-<ID>.engaged |
In-app messages | Impression Click |
Swrve.Messages.Message-<ID>.impression Swrve.Messages.Message-<ID>.click |
Embedded campaigns | Impression Click |
Swrve.Messages.Message-<ID>.impression Swrve.Messages.Message-<ID>.click |
Where <ID> is the tracking ID. Use the raw event name to map from the log entry to relevant campaign metadata such as name, dashboard URL ,and so forth via the Campaign Meta Data API.
Push sent and delivered events
The raw S3 logs also include Push Sent and Delivered events, both in generic campaign event format.
Push Sent events are logged server-side, so are independent of all SDK flavors and require no SDK update. The deciding factor for Push Sent is what type of push.
Push Type | Push Sent events logged |
---|---|
Standard | Yes |
Via API | Yes |
Quick | Yes |
Geo-triggered | No – impression event logged from SDK |
Push Delivered events are logged client-side, so require an SDK update. They are also not supported by all of our SDKs yet.
SDK platform | Push Delivered events logged |
---|---|
iOS | Yes |
Android | Yes |
Amazon | Yes |
Unity | Yes |
Cordova | No |
Web | No |
MessageGears support can help you with parsing and ETL of the data schema described above. If you need help with your queries, contact our Data Services team at support@messagegears.com. They will help you get the most out of your data with dedicated support, pre-built and custom reports, and dedicated data science hours.