Adobe Real-Time Customer Data Platform

Hi Everyone, The encryption keys in Adobe Experience Platform (AEP) have expired. We created new encryption keys with the same names as the expired ones and deleted the expired keys from AEP. Since then, our existing incremental data flows have started to fail.The public key has been shared with the team responsible for posting encrypted source files to Azure. We create data flows via API using these Azure source files, specifying the encryption details through the publicKeyId.We attempted to update the publicKeyId in the existing data flows using a PATCH request. Although the request returns a 200 OK response, the update does not appear to be applied correctly. When retrieving the dataflow details, both the old and new publicKeyId values are still visible.Could you please advise on the correct method to update the publicKeyId in existing data flows? Is it necessary to recreate all data flows using the new publicKeyId?Additionally, how long does it typically take for expired keys

profile_snapshot_export maintains the snapshot ids for last 10 days of snapshot. is it possible to query a specific record say based on ECID and find all the respective other fields values in each snapshot id over period of time ?

Has anyone tried MAP dataType for cased other than IdentityMap ? There is no example of data on adobe documentation. Usecase is ingested the ArrayOfObject data into MAP then create audience based on  specific index on the ArrayOfObject. This is the sample data, which I want to try ingesting into MAP dataType[    {        "date": "2024-12-29",        "modelName": "PRP_TRIGGER_1Y_14DLAG",        "model_score": "0.13705813884735107",    },    {        "date": "2025-03-15",        "modelName": "PRP_60D_LAPS_1Y_REV1",        "model_score": "0.65977203845977783",    }] 

lets says idenitymap in profileSnapshot has multiple ids. example below[uid -> "{(NULL,2910574950527,NULL)}",mid -> "{(NULL,43602939,NULL)}",gid -> "{(NULL,ef481128-3054-4846-b23c-8f7650ce025b,NULL)}",vid -> "{(NULL,cookie_id_ef481128-3054-4846-b23c-8f7650ce025b,NULL)}"]1) now if we query the select * from profileSnapshot we get one each row per profile having its own complete indeityMap.see the output in the attachment2) when we use select explode(idenitymap), * from profileSnapshot it would create 4 rows , one for each identity inside the idenitymapsee the output in the attachment3) how do i write a query where each seperate row for the same profile returned as single row instead of multiple row ?see the expected output in the attachment

How can a real-time Customer Data Platform (CDP) effectively integrate heterogeneous data from multiple sources—such as structured CRM data, semi-structured website clickstream data, unstructured social media data, and third-party advertising platforms—while ensuring data consistency and real-time performance, particularly in high-concurrency scenarios like e-commerce promotional events, where processing delays could impact personalized recommendations and marketing automation?

 is the profileid which is available in profile lookup page, is that available to use in query service as well in any attribute from snapshot table or any other system table? 

Is there a way to check, either via API or UI, the specific times at which my streaming segments were evaluated within the last 24 hours? I could not locate in Monitoring Dashboard also didn't find any API.

Is there any way that we can use directly to calculate the Customer Life Time Value through AEP-RTCDP, which Marketeer can directly use to find their customer's Lifer Time Value using AEP UI, I found a way using Data Distiller, but I don't think that Marketer can write so much SQL queries. So Just looking for any way that can help me to draw some business decision based on my customer's LTV.

when i open any audience including having thousands of profile qualified under the audience, it still show zero sample profile in the segment UI. I have checked for few other segments too. for most of them it shows blank screen, and for segment it shows 'check back later' message.

 I see same email address (but difference due to case sensitive) is marked as identities twice in the identity graph. is identities in the email namespace is case sensitive?

Hi Team,While creating audience and using "Refresh Estimate" option shows the % of total and qualified audience. With this, we have few profiles displayed at the bottom of the same page. However, we wanted to get the total list of profiles qualified for that particular Audience. Is there a way to find these profiles. Any insights/direction can greatly help us moving forward whilst creating dashboard stitching the profiles with other 3rd party integration systems where the profiles are spread over.Thanks in advance. Kind regards,Kiran Buthpur

Does anyone know the list of supported delimiters that Adobe Experience Platform recognizes? My team is trying to ingest a CSV file with broken pipe delimiters; however, the file selection doesn't have broken pipe delimiter as an option. Does anyone know if AEP can ingest a file with a broken pipe delimiter and how? If not, where can I find a list of supported delimiters?

if we delete the batch, how long it takes to delete the records from dataLake , profile-store, identity namespace ?

is there an API which can tell list of all dataFlow which are pointing to same dataSet ?secondly, the dataFlow UI doesnt have schema based or dataSet based filtering, any hack to find the list from UI too ? The only filter in UI is related to source applicaiton.

We are in the process of implementing RT-CDP with AJO and CJA. Our current use cases use batch ingestion. But what is coming to light is that some of our use cases may need real-time profile creation/updation so we can trigger a journey instead of sending unitary emails as standalone. I have created a new dataset and HTTP flow to send data to AEP. I am having challenges to get the right API to send the data. I have tried using the postman scripts provided in the Adobe git repository where one can send a single message. Can someone please let me know if this is the correct API to use and the best way to build the body of the json as my efforts have not succeeded so far. Owing to the proprietary nature of the data I am not able to post a sample here. But suffice to say we have the primary id as UUID and secondary id as SID both which have been provided in the json body as mandatory. 

Hi is there a way to get the count of profiles with 50+ identities. as these profiles are not available for segmentation and in profile lookup. a count will be much helpful to understand how big is the count of such profiles which were not available for segmentation and activation. also any way we can list the identities in such profiles for further analysis. Thanks

I am preparing for my Adobe Real-Time CDP Business Practitioner Professional AD0-E602 exam. Could Could anyone provide detailed insights into their overall experience with the exam? Your experiences and suggestions would be incredibly valuable for me

The biggest challenges with AEP/AJO was the long wait time for batch audience evaluation via UI. Every time we created a batch audience, we had to wait an entire day for it to process overnight. This made it hard to launch campaigns quickly or react to customer needs in real time. 😩 Now, with Flexible Audience Evaluation, you can evaluate batch segmentation on-demand—whenever you need it! No more waiting for the nightly run—just evaluate, activate, and launch your campaigns instantly. https://experienceleague.adobe.com/en/docs/experience-platform/segmentation/methods/flexible-audience-evaluation What are your thoughts on this? Is it going to be impactful in your project?

is there a SQL query i can use to check the profile size in AEP RT-CDP data Lake ?

when there are multiple file present int he GCS bucket (file broken into parts by GCS team due to large size), the dataFlow only show overall status, but there is no way to find total how many file DataFlow has processed already and how many is pending to be processed. is it possible in UI or via API to find this ?

is profile-store data exposed in any of the dataset ? is there any possibility to query the profile-store using query service ? except an API for a specific record, is there a way to get result of top 100 records from profile-store ?

Hello Adobe Community,   So, our team is trying to do some cleanup on our total number of profiles in RTCDP and data size. I was wondering if any other teams have experience with this and have any good recommendations for how to reduce either.   Thanks, Nick

DataFlow is running successfully, and it requires further changes in the mapping to add/remove fields. I have seen most of the people create new dataFlow , disable and delete the old dataFlow. is this a good practice to keep creating new dataFlow for any changes and abandon the old dataFlow. Does adobe not provide an option to update existing dataFlow ?

Once data is ingested into dataLake, it create a profile in profile store. when we query the profile using ECID or other namespace, we do see unique profile-id associated with the record. now does this profile-id changes under any circumstance for that particular profile ? if yes, what are those scenario ? is this profile-id present in any dataset, if we need to query it using queryService ?

how to get customer generated dataSet, as the below API only returns system generated dataSets ?https://developer.adobe.com/experience-platform-apis/references/catalog/#operation/listDatasets