Analytics export
The Analytics Data Export provides a way to access analytics data (aggregated data) collected through the Didomi platform at once, for CMP. Analytics Data Export is a premium feature.
Didomi offers the ability to retrieve information and monitor the status of your Analytics export. Read more on logging here.
Data exported at the destination follows the Apache Hive naming conventions for partitioning and exposes 2 partitions:
Partition name | Description |
|---|---|
export-id | Unique ID for the configured batch export. This allows you to distinguish files exported between multiple configured exports. |
date | The date/hour when the export happened (YYYY-MM-DD format). |
Example of a path to the exported data:
/data/export-id={batch export ID}/date={YYYY-MM-DD}/Didomi exports CMP hourly metrics data in a /cmp_hourly_metrics folder and in files formatted as newline-delimited JSON (one line = one JSON object) and compressed as GZIP. We use the file extention json.gz.
Example:
/data/export-id={export-id}/date={YYYY-MM-DD}/cmp_hourly_metricsFor every partition, the exported data can be split up into multiple files. Make sure that you read every
.json.gz file in the partition folder to get all the records belonging to that export.File names are subject to change over time so make sure that your read files from their extension (
.json.gz) and not from a specific filename or format.Additionally, a file named
_SUCCESS is created once the export is complete. Do not read files from a partition until the _SUCCESS file is created as you might read partial records otherwise.The files exported by Didomi contain CMP hourly metrics for the period covered by the export. Every line of the files contains a self-sufficient JSON record (newline-delimited JSON) that includes CMP hourly metrics.
You should first split the files on new lines and then parse every line as an individual JSON record. It is a standard encoding for data processing tools like Hive, Spark, Presto, etc. and should be straightforward to import in your existing tools.
The schema of the objects exported is as follows:
Column Name | Example | Data Type | Description |
|---|---|---|---|
window_start | 06/07/21 21:00 | datetime | Day and hour of the data collected (YYYY-MM-DD-HH) |
apikey | e23a01f6-a508-4e71-8f50-c1a9cae7c0d0 | Text | API key of the organization |
device_os | iOS | Text | OS info are regrouped under the following families: Windows, GNU/Linux, Mac, Android, iOS, Android TV, tvOS, Fire TV and other. |
device_type | desktop | Text | Type of device: desktop, smartphone, phablet, tablet, television and other. |
| Text | ||
domain | Text | subdomain or app ID where the consent is collected | |
control or test | Text | Only filled when a AB test is running. One test is the test group the other one is the control group | |
| Text | Only filled when a AB test is running ID of the test. Defined by the client | |
sdk_type | sdk-web | Text | Type of SDK: sdk-mobile, sdk-app, sdk-ctv or sdk-amp |
consents_asked | 21 | integer | Number of consent asked (from consent.asked event - sampled) |
consents_given | 21 | integer | Number of consent given (from consent.given event - not sampled) |
consents_given_denied_click | 21 | integer | Number of denied consent given (from consent.given event - not sampled) - click |
consents_given_denied_external | 21 | integer | Number of denied consent given (from consent.given event - not sampled) - external |
consents_given_denied_other | 21 | integer | Number of denied consent given (from consent.given event - not sampled) - do not fall into the other categories |
consents_given_denied_webview | 21 | integer | Number of denied consent given (from consent.given event - not sampled) - webview |
consents_given_empty | 21 | integer | Number of consent given (from consent.given event - not sampled) |
consents_given_invalid | 21 | integer | Number of invalid consent given (from consent.given event - not sampled) |
consents_given_positive_click | 21 | integer | Number of positive consent given (from consent.given event - not sampled) - click |
consents_given_positive_external | 21 | integer | Number of positive consent given (from consent.given event - not sampled) - external |
consents_given_positive_navigate | 21 | integer | Number of positive consent given (from consent.given event - not sampled) - navigate |
consents_given_positive_other | 21 | integer | Number of positive consent given (from consent.given event - not sampled) - do not fall into the other categories |
consents_given_positive_scroll | 21 | integer | Number of positive consent given (from consent.given event - not sampled) - scroll |
consents_given_positive_webview | 21 | integer | Number of positive consent given (from consent.given event - not sampled) - webview |
pageviews | 21 | integer | Number of pageviews/app sessions (from pageview events - sampled) |
pageviews_with_denied_consent | 21 | integer | Number of denied consent pageviews/app sessions (from pageview events - sampled) |
pageviews_with_empty_consent | 21 | integer | Number of empty consent pageviews/app sessions (from pageview events - sampled) |
pageviews_with_invalid_consent | 21 | integer | Number of invalid consent pageviews/app sessions (from pageview events - sampled) |
pageviews_with_positive_consent | 21 | integer | Number of positive consent pageviews/app sessions (from pageview events - sampled) |
median_lead_time | not supported anymore | | |
Example of an exported file:
{"window_start":"2022-01-24T08:00:00.000Z","apikey":"7685b6f7-3062-491b-ba50-207f440951dc","domain":"io.didomi.sampleuitest","sdk_type":"sdk-ctv","device_type":"television","device_os":"Android TV","experiment_id":"","experiment_group":"","deployment_id":"6ExpWCHh","consents_asked":5.0,"consents_given":0.0,"consents_given_positive_other":0.0,"consents_given_denied_other":0.0,"consents_given_positive_scroll":0.0,"consents_given_positive_navigate":0.0,"consents_given_positive_click":0.0,"consents_given_denied_click":0.0,"consents_given_positive_external":0.0,"consents_given_denied_external":0.0,"consents_given_positive_webview":0.0,"consents_given_denied_webview":0.0,"consents_given_empty":0.0,"consents_given_invalid":0.0,"pageviews":0.0,"pageviews_with_positive_consent":0.0,"pageviews_with_denied_consent":0.0,"pageviews_with_empty_consent":0.0,"pageviews_with_invalid_consent":0.0}
{"window_start":"2022-01-24T14:00:00.000Z","apikey":"7685b6f7-3062-491b-ba50-207f440951dc","domain":"sandbox.app.domain","sdk_type":"sdk-web","device_type":"desktop","device_os":"Mac","experiment_id":"","experiment_group":"","deployment_id":"RDkUQWNK","consents_asked":0.0,"consents_given":0.0,"consents_given_positive_other":0.0,"consents_given_denied_other":0.0,"consents_given_positive_scroll":0.0,"consents_given_positive_navigate":0.0,"consents_given_positive_click":0.0,"consents_given_denied_click":0.0,"consents_given_positive_external":0.0,"consents_given_denied_external":0.0,"consents_given_positive_webview":0.0,"consents_given_denied_webview":0.0,"consents_given_empty":0.0,"consents_given_invalid":0.0,"pageviews":1.0,"pageviews_with_positive_consent":0.0,"pageviews_with_denied_consent":0.0,"pageviews_with_empty_consent":1.0,"pageviews_with_invalid_consent":0.0}
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Please read our dedicated tutorial on configuring an analytics batch export
Last modified 7mo ago