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  • 86 Topics
  • 297 Replies
86 Topics
V
Level 3
vahide.öztürLevel 3
asked in AI
How to implement “Use case: O2C - On Time Delivery Prediction” on Premise

Dear Celonis Community, We would like to implement Use case: O2C - On Time Delivery Prediction on our on-premise AS which is version 4.5 We checked the sample coding but it seems its prepared for cloud, Unfortunately we couldnt adapt sample use case for our data. Many thanks in advance, Best Regards, Vahide.

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Level 3
daniel.danie12Level 3
asked in AI
Prescriptive Analytics in IBC?

Dear Celonis community, I was wondering whether prescriptive analytics / recommendations (which are not out-of-the-box) are possible in Celonis? E.g. is it possible to define a goal (a particular performance indicator) and suggest possible actions to choose from (e.g. option A, B, C) in order to reach that goal? Example: As a production manager I would like to cut throughput times by 15% - What should I do next in order to best achieve my goal? Thanks in advance! Best, Daniel

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Level 3
joos.buijs
Level 6
joos.buijsLevel 6
asked in AI
Analysis <-> ML interaction

Hi all, Our use case: We would like to allow our end-users of the Celonis analyses to test hypotheses themselves (does attribute X correlate with KPI y?). Question: As we are currently still on-premise we are investigating connecting Celonis to an R-Server to enable the RCALL function. This would allows us to dynamically build the data set to pass to R and then present the result in a user-friendly way. However, as we might move to the IBC in the (near or far) future, we wondering if such analysis <-> ML interaction is also possible with the ML Workbench. Concretely, can we pass parameters from the analysis to a stored ML function/notebook which then returns the results to be presented in the analysis? An alternative would be to pre-calculate every possible combination of attribute (sets) and KPIs, which I guess is not handy. Looking forward to some inspiration! Cheers, Joos

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Level 3
joão.francLevel 3
asked in AI
API Partial Load - error 500

When using the python API for partial loads the documentation tells you to pass the table ids in the body of the request. Does anybody have the exact syntax? Ive tried: test = requests.post(url, headers={authorization: Bearer {}.format(api_key), table_id:"[{}]".format(tableid) }) test = requests.post(url, headers={authorization: Bearer {}.format(api_key)}, json = {table_id:"[{}]".format(tableid)}) test = requests.post(url, headers={authorization: Bearer {}.format(api_key), body:"[{}]".format(tableid) }) But I always get a 500 error. Regards, Joo

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Level 1
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Level 2
.14600838Level 2
asked in AI
R conversion error in RAGG

Could you please help with a question about using R in celonis? I only start to use function such as RCALL and RAGG. My analisys requeres work with dates and time, so I have to use datetime types and test this with the following code: *RAGG(v_oa_cases.number AS x, * as.POSIXct(2019-01-01 12:00:00) ) This gives an error: No result value in R script execution. Same as specifying the format in as.POSIXct. What could be the problem? Could somebody help with the suitable options? Thank you

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Level 1
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Level 4
paul.velthLevel 4
asked in AI
Secret and SSH management in Machine Learning workbench

Hello Celonis and others, I am trying out the Machine Learning workbench, and in the examples I see the API secrets out in the open. I would prefer to hide the secrets in a secret management system. Does the Machine Learning workbench support something like that, and how can I setup a secret management system? Inspiration for in my opinion good secret management is in: https://docs.databricks.com/security/secrets/index.html For managing SSH keys inspiration can be found in: https://help.github.com/en/github/authenticating-to-github/adding-a-new-ssh-key-to-your-github-account

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Level 4
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Level 4
paul.velthLevel 4
asked in AI
Python api hybrid - ‘dataPoolId.Pool does not exist’

Hello, I am investigating the data pool connection via the Python API. I am following the guide in : tenant.realm.celonois.cloud/documentation/data-push-api-python/ If I then try to enter the datapool according to the documentation in: tenant.realm.celonois.cloud/documentation/data-push-api-python/ I get the following error: dataPoolId.Pool does not exist If I try it via the curl command: curl -X GET --header Content-Type: application/jso --header Authorization: Bearer <YOUR_API_KEY> https://<YOUR_DOMAIN>.celonis.cloud/integration/api/v1/data-push/<DATA_POOL_ID>/jobs/ -X POST -d '{targetName:<TABLE_NAME>",type:REPLACE} I get the following error: dataPoolId.Pool id may not be empty For the data pool id I entered the datapool id of my connection. In the picture attached you can see that the 1st mark is the data pool id. I took this as my data pool id. image2019-8-22_17-1-111197512 101 KB

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Level 4
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Level 2
pushpendra.sharm11Level 2
asked in AI
ArrowIOError: Arrow error: Out of memory : Error while getting data using Python API

Malloc%20size%20error1358614 68.9 KB Hi All, While trying to get data using Python API, I am getting below error : ArrowIOError: Arrow error: Out of memory: malloc of size 5823262912 failed. I am using Query() method to extract data. Expected data shape is (20000,4) and using Celonis version 4.5 Please help with this error and share any related documentation. Best regards, Pushpendra

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Level 2
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Level 3
nikolai.sitniLevel 3
asked in AI
Get “human readable” field names from python API

Hello all, What is the best way to get human readable field names (one loaded from Names Mapping settings) in Pycelonis API? And specify language. In pycelonis.objects_cpm4.Analysis property I can only see technical column names even if human readable names are visible in UI. I am integrating with CPM4.5

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Level 1
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Level 2
keith.huLevel 2
asked in AI
Machine Learning Work Bench: “Use case: O2C - On Time Delivery Prediction”

Hi Celonis Community: I am following introductions of Use case: O2C - On Time Delivery Prediction from CelonisMLSuite. When I start training the trainer, the following error occurred. Could anyone tell me the possible reason for this error? image1369247 21 KB image1308227 17.5 KB Best Keith

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Level 2
anuj.kumar11Level 2
asked in AI
Machine Learning Work Bench Issue

Now, go to the analysis and start with the step On-Time Delivery Prediction 1/5 How to set up this particular Due Date and all?? Can anyone please publish any end to end Machine learning using python implementation in cellonis?

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Level 1

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