Data Ingestion & Infrastructure

Hi, we’re planning to use task mining for one of our customers.Would it be possible to install a desktop application on employees’ laptops without them noticing?Also, once the application has been installed, can it be run silently so that employees are not aware that they are being monitored?

Hi everyone, some months ago, I faced a challenge related to getting variables from a view using PyCelonis. Today I have another challenge where I need to get the result from multiple KPIs and send it back to the data pool.At the beginning, I used the module “Get Rows” from action flows, and I was able to get the values from each KPI. However, in some KPIs, the values that I’m getting inside actions flows, are completely different from the ones that exist in an OLAP’s table where those KPIs are being used. I don’t understand the reason for this, so I was thinking of a workaround solution with PyCelonis, where I would get the values from each KPI and create a dataframe that can be sent to the datapool.I can see in the documentation that we can get the values from records, but only of those records that exist in a data model. But I cannot see in the documentation how to deal with KPIs.Does anyone know if is there a way to get the value of multiple KPIs with PyCelonis, pls?

Hello everyone,I want to restrict access to a specific column in a data model so that non-admins cannot see the values in that column or the column itself. Is there a way to achieve this using data permissions? Thank you!Best,Emilia

Hi all,I would like to export datapools as json using content-cli in the ML workbench in order to backup them in Git. I have created an API key in my profile and used it in a python script with content-cli pull data-pool --id data-pool-id, which successfully generated a json of the datapool.However, I don't want to do this with a user-based API key but with an Application key (created under admin&settings).When I run the same command using the Application key, I get the error "error: The provided team or api key is wrong."With get_celonis(api_token=“applicationkey”, key_type="APP_KEY") however, I can see the Application key and all its permissions.Is content-cli possible with an Application key and if so, how can I use it?

Hello Community,I need you help in using the PQL Function QUANTITY_CONVERTMy objective is simple: I want to convert the SAP Field LIPS.BTGEW to Tons (TO). The original Unit is stored in field LIPS.GEWEI.With this try I get an errorQUANTITY_CONVERT("LIPS"."BRGEW", FROM ("LIPS"."GEWEI"), TO ('TO'))A PQL error is preventing this query from executing.Syntax error near [)] after reading [QUANTITY_CONVERT("LIPS"."BRGEW", FROM ("LIPS"."GEWEI"), TO ('TO')] at line 32. Please refer to PQL documentation for available syntax. What's the problem? If I understand the docu (https://docs.celonis.com/en/quantity_convert.html) correctly, I must not provide a conversation rates table?This operator converts quantity units based on a QUANTITY_CONVERSION_RATES table, which is optionally provided by the user. If not provided by the user, a default QUANTITY_CONVERSION_RATES table will be used. Where can I see the contents of the default QUANTITY_CONVERSION_RATES table?Thanks for helpBest, Thomas 

I need to use a filter in my extraction, but the field in the table I'm bringing it from has a separate name "Date Archived" Example.When I use it like this "Date Archived" >= '2024-01-01 00:00:00', it doesn't load, I believe it's because of the space between the column name. Does anyone know how to solve this?I've tried to put the column as a parameter, but I still can't. 

How do I see the replication cockpit also along with the data job. How do i set the change table and trigger for it?

Hi team,I need help in understanding how to apply filter for KONP table in data extraction joining another table.My requirement is:1.For A018 table - I need all the records where A018.MATNR =  EKPO.MATNR.2.For KONP table, all the records from KONP table where A018.KSCHL = KONP.KSCHL If i am trying to implement 1st point in filter condition of A018 extraction as screenshot below,Data extraction fails with error : Error loading resource A017. The multi-part identifier "ts1.EKPO.MATNR" could not be bound.Can you please help in this? Thank you in advance.

Within an OLAP table, I would like to use both the Delivery Line Item Date ("VBEP"."EDATU") and the shipment gross weight ("LIPS"."BRGEW") Does anyone know how I can apply a PQL function to combine these tables? Please find the error below. I looked into the PQL documentation but I can't find the solution. Error in formulaNo common table could be found. The tables ["VBEP"] and ["LIPS"] are connected, but have no common table. This means that they do not have a direct (or indirect) 1:N or N:1 relationship. Join path: [VBEP]N <-- 1![VBAP]!1 --> N[VBFA]N <-- 1[LIPS]. For more information on the join path, search for "Join functionality" in PQL documentation.

Hi all, Since a short while we see the option eventlog automerge in the data model overview (see attached screenshot). However, this is not mentioned in the Release Notes or online documentation. Does somebody knows what this option is for? Thanks in advance! Bests, Jan-peter! Celonis_Automerge|690x150

I want to visualize end to end process of a buisness; order received → purchasing begin→ production → payments to vendors → order shipped to customer → cutomer payment receivedhow i can connect in SAP all this O2C to P2P; what are common tables to link all this

Hi team,I am using this command content-cli profile create.I am asked for name,url and api key.I have added all the three, but it gives me error as - The provided team or api key is wrong.Name of the profile: XYZYour team (please provide the full url): https://XYZ.eu-5.celonis.cloudProfile type: OAuth Device Code (1), OAuth Client Credentials (2) or Application Key / API Key (3): 3Your api token: XYZ*API token is directly fetched from celonis-edit profile-api key.Is it necessary to have admin role for this.Currently i have analyst access.Please help me with this.

HiI’m curently working on OCPM Data Pool and have trouble in an object transformation.In the Currecny Conversion object(o_celonis_CurrencyConversion),I checked that I can see data record in Preview,and executed publish to development.Then I ran the Data Job Transformation(full load), succeeded,ran the Data Model Load, succeeded,but at the end o_celonis_CurrencyConversion has no data.I don’t know why but when I go see the object preview again, the preview doesn’t show anything.Has anyone had this kind of experience ever?If yes please kindly help. FYI as the prerequisite, - the relevant sap table data is sycronized from another data pool - the object and its transformation script is celonis default one​​​​​​​ - Data job is done by the duplicate of test:ocpm-data-job(celonis default test data job) - the reason why I use the duplicate data job is that the original one returns an error for schema.

Hello everyone, I am unable to locate the ‘Push data into Celonis’ Data connection option within my Data pool.Could you guide me on how to enable this feature?!--endfragment>My Celonis  I want the ‘Push data into Celonis’ as the image below 

I’ve been extracting Celonis audit logs API for user-platform analysis. I couldn’t find the right field for group name and group members in the extracted data. If you are someone done this already, please share your knowledge to get these data.Also, please mention if there is any dedicated API endpoint is available to extract those data.

 Hi everyone,I need help figuring out how to execute a Machine Learning script directly from a button in my Celonis app in views (dashboard). I believe I might need to use Action Flows, but I’m unsure about the exact steps to make this work.Here’s what I want to achieve: When a user clicks a button in the Celonis app, it should trigger an ML script. The script could be hosted externally (e.g., a REST API) or executed within Celonis.( atm its not hosted, there is just a file in ipynb format, stored in ml workbench in  analysis. I need guidance on how to set up the Action Flow and link it to the button. Has anyone implemented something similar? If so, could you share the best approach and any potential challenges I should be aware of?Thank you in advance!

Current State:Our Celonis process mining implementation includes configuration settings for process flow and status updates in our data transformation pipeline Currently, only developers can modify these configurations through SQL queries and code changes End users (procurement specialists/buyers) have no way to modify process flow configurations without technical knowledgeRequirement Question: What is the most effective way to enable non-technical end users to update process flow configurations in Celonis without requiring knowledge of SQL, PQL, YAML, or coding?Specifically:What data format should be used for configuration (CSV, Excel, UI form, etc.)? Where should this configuration be stored in the Celonis architecture? How will the configuration files be uploaded/modified by end users? How can we ensure the uploaded configurations are properly integrated with our data transformation steps?The solution should accommodate users with no programming knowledge while maintaining data inte

Hello everyone,i need a throughput between two consequitive activities and want to implement it via source and target.Die idee wre source(activity_table.activity), target(activity_table.activity, process_order(target)=process_order(source)+1))would it work?Best,Maria

Hi community, I have the following challenge that I’m trying to figure out.I need to calculate how many hours were spent on a holiday, since the connection is not through SAP, I cannot use the functions that PQL provides for that.My idea is to get the timestamp related to the last activity that happened on holiday and calculate the throughput time between 9:00 AM and that specific time in order to get how many hours were spent.Example:Activity 1 → Day 1 Activity 2 → Day 2 (holiday) Activity 3 → Day 3 Activity 4 → Day 4In this example let’s suppose activity 2 occurred at 13:00, so in this case I should do the following calculation. 13 - 9 = 4 hours → This is the number of hours that were spent on holiday. Does anyone have a similar experience?

what is the celonis sizing guidelines for CPM4?

Hi everyone,I'm facing an issue with how Celonis handles many-to-many (N:N) relationships. It seems like Celonis treats these relationships as 1:N → 1:N instead of supporting 0:N → 0:N, which leads to missing data when filtering.Example Issue:I have a many-to-many relationship between contracts and assets, modeled with an intermediate table:Contract Asset C1 A2 C2 A1 C3 NULL C4 NULL NULL A3 NULL A4 The issue occurs when I apply a filter like "Asset ≠ A4". Instead of just removing A4, I also lose contracts C3 and C4, which should still be visible since they are not linked to any asset.My Understanding of the Issue:Celonis seems to implicitly treat N:N relationships as 1:N → 1:N, enforcing a strict link between contracts and assets. It does not seem to support a true N:N model, where both sides can have optional (0:N) relationships.Question:Has anyone faced this issue before?Is there a recommended modeling approach to ensure that filtering on assets does not remove u

I have a table, for CaseIDs (1,2,3...) and some Activities (A,B,C….). The activities might be repeated in a case or they can be unique. and a TimeStamp column corresponding to the caseid and activity. i need to write a query where in a case there are 7 distinct activities and all of them must happen in the same timestamp. kindly help me with this.

Hi, has anyone found a easy or quick way to add a large list of attributes to a event? 

Hello Community,how can I check if a variable from the new views is NULL? My challenge is to not use an filter in a PU_FUNCTION when the variable is empty.Variable: VAR_CONDITION_FILTERExample Value with multiple selection: ‘Y001’, ‘Y020’, ‘Y300’I want to use the variable in a PU_SUM Filter statement like in this way.PU_SUM("VTTK", "FREIGHT"."FREIGHT_CONVERTED", CASE WHEN '${var_condition_filter}' IS NOT NULL THEN "FREIGHT"."CONDITION" IN (${var_condition_filter}) END )But this don’t work. Error:A PQL error is preventing this query from executing.Syntax error near [IN] after reading [PU_SUM("VTTK", "FREIGHT"."FREIGHT_CONVERTED", CASE WHEN '${var_conditon_filter}' IS NOT NULL THEN "FREIGHT"."CONDITION" ] at line 9. Please refer to PQL documentation for available syntax. This here works, but I need the check if the variable is empty to avoid errors and to avoid that users has to select all the possible values.PU_SUM("VTTK", "FREIGHT"."FREIGHT_CONVERTED", "FREIGHT"."CONDITION" IN (${var_c

Hi Team, I am trying to write a pql query to extract value of activity count between two activities one of them is either process start or process end.Like I highlighted the value in the screenshot. please let me know, how to achieve it. Regards,Ajith Naidu.