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When creating a DQ rule, I need to specify an attribute and define it’s datatype. But what if I don’t care what data type something is? I want to create a rule that checks a combination of NULL/NOT NULL for two columns. So if column A is NULL and column B is not, this would result in an INVALID test. But I want to do this for various metrics. Sometimes I want to check if a string column is null against a float column, or a date against a string etc. Do I need to create every permutation of every datatype combination as a rule in order to accomplish this? Also, even if it is required to make all these duplicate tests. Is there a way to configure the rules so that they don’t show up as “Applied DQ Checks” for both columns selected in the configuration? Example. I care whether or not Column A is populated given column B, but I don’t care whether or not Column B is populated. Currently when making a rule like this, the tests gets affixed to both columns even if I only add it to a specific

Hi, In ONE Desktop > Servers > OnePlatform > Monitoring Projects > Create new > Post Processing Plan > client_dataset_invalidrecords (as a name to the component) > a new component will be created accordingly. Once created, is it possible to rename the component?

Hello, Is this possible now in latest version? I am using 15.4.0. Requirement is to schedule profiling of specific schema in the database. Or subset of that schema if schema is too big (set of tables). Thanks in advance.

I'm working on workflows on my local machine and have set up a scheduler to trigger every 10 minutes. Each time the workflow runs, I would like to capture the following details from the job execution history, such as: Execution Date, Execution State, Executed Action ID, Details. I am using Apache Derby as my database and would like to store this information there. Please let me know if there is a way to retrieve the above-mentioned details and store them in my database. Thank you for your assistance. Best regards,Dhaval

Hi All, At Bupa, within our Power BI environment we have a number of reports that have been tagged with a sensitivity label of ‘Confidential - Internal Use Only’ or ‘Highly Confidential: Internal Use Only’ using Microsoft’s sensitivity labels. https://learn.microsoft.com/en-us/purview/sensitivity-labels When reports have one of these labels applied, the data returned by the Export Report API in Power BI is encrypted. This is the main API call that the Ataccama scanner uses to extract metadata/lineage information for ingestion into the catalog. As the data returned is encrypted, the scanner is not currently processing it and skipping to the next report. Reports - Export Report In Group - REST API (Power BI Power BI REST APIs) | Microsoft Learn Has anyone come across scenario in their own environment and been able to identify any workarounds/ways forward to capture lineage for those reports with a higher sensitivity label? Either on the Ataccama side or the Microsoft side? Below is what

Hello!Wondering if anyone has experience with creating data quality rules for values in joined tables. For example, we have 2 tables (Table A and B), related to each other through a shared attribute. I want a data quality rule where the value of a column in table A must be lower than the value of a column in Table B. My only idea for this is to create a SQL catalog item joining the two tables, and creating a dq rule on the SQL catalog item. This works, but has flaws, I can’t have this data quality rule contribute to the overall data quality of Table A, nor will users who find this table in the catalog know of all the identified data quality issues. Does anyone have a better way of doing this, or is there a built-in tool I’m not familiar with that anyone has used?Thanks!

I'm facing an issue with selecting schemas to observe for schema change detection in Observability for one of our sources(Sybase). Context: In our SQL database source setup, we have a single connection that includes multiple schemas, and Observability allows us to select multiple schemas without issue, as shown below. However, for the Sybase source, we're unable to select multiple schemas under a single connection. I only get the option to choose one connection and one schema from the dropdown. (See screenshot below.) Ideally, I’d like to select all dbo across all connections to monitor for structural changes. Question: Has anyone experienced a similar limitation?Is there a recommended approach for configuring Observability for schema checks on sources that have multiple connections and schemas under a single source — especially in cases like a Sybase database, where multiple connections are used? Any guidance or best practices would be greatly appreciated.

Hello, I wanted to know that how do we implement matching options in the master layer of the MDM project. I have used in the columns in the instance layer and then used the same in the master layer in the matching step just as used in the cdi example. and then I have used the same name in the matching step but still nothing is showing the UI part. Can someone help me with that.

Hello, I have two questions I would love to inquire about: 1. Exporting Lookup Items in Ataccama I would like to know if it's possible to configure exports for lookup items in Ataccama.When I try to export my lookup items, the export option is greyed out. When I hover over it, I see a message saying: "No export plan exists for the selected lookup items." Under Global Settings > Import and Export, I see an option to create a new export plan. I tried using this, but got to a stage where I need to input a code for the export plan. I found the following JSON online and was wondering if this would work as-is or if it needs any tweaks: { "name": "Export_All_Lookup_Items", "description": "Exports all lookup items for backup or migration", "type": "LOOKUP_ITEM", "format": "JSON", "filters": { "lookupTypes": ["ALL"], "tags": [], "projects": [] }, "output": { "combineIntoSingleFile": true, "fileName": "lookup_export.json", "includeMetadata": true }} Would this JSON-based export plan enable the e

Use Case; to configure a scheduled profiling job daily for a specific schema of a data source within Ataccama Web application and not via Desktop?

Hello, I am new to DQ and Ataccama. Our code is in development environment and soon to be deployed in Test/UAT for UAT testing and later to Prod once we get UAT signoff. My question is what is the way to export DQ monitoring project and its related components (like rules, etc) from Dev environment to UAT/Test environment? Is there any export capability? I have also heard that we may need to recreate it again in UAT environment. Really appreciate any direction in this. Thanks in advance.

Hi! I am profiling tables and am looking at the profiles. I noticed that for date and datetime the profile does not show the MIN or MAX values. That is something I had expected though. Working on the data quality of this data, I really would like to know the MIN and MAX values for these attributes. Is there a way to change the configuration and include these profile statistics for these datatypes? kind regards, Jur Dördregter

Hello everyone, My organization will soon be upgrading to a higher version of Ataccama, and I want to make sure the transition goes as smoothly as possible. I'm reaching out to ask: What should I be documenting or looking out for before, during, and after the upgrade? Some specific things I'm wondering: Are there key areas (like DQ rules, workflows, configurations, etc.) that I should definitely back up or document? What kind of testing should I plan for in UAT? Should I be validating things both before and after the upgrade? Are there any common issues or changes I should be aware of that might affect how things work in the new version? If anyone has experience with a recent version upgrade, I’d love to hear what worked well for you—or what you wish you had done differently! Also, if there are any official resources or checklists from Ataccama that you found useful, feel free to share. Thanks in advance!

Is there any mutation to create terms in Ataccama web using API.

Are you looking to connect to SAP HANA using jdbc driver? Here are the simple steps Download and copy SAP HANA jdbc driver file into /opt/ataccama/one/dpe/lib/jdbc/ folder Add a set of properties for SAP HANA driver in /opt/ataccama/one/dpe/etc/application.properties.( Check the attached document for properties) Restart DPE & check logs of DPE service for any errors Go to ONE Web UI and new driver “SAP HANA” is available under connections “Select Connection type “drop-down menu

We have multiple Realm roles created for our data domains in the below fashion Data Domain 1 Realm Role - Data Owner Realm Role - Data Steward Data Domain 2 Realm Role - Data Owner Realm Role - Data Steward How can I merge Data Domain 1 and Data Domain 2 into one single New Domain and merge the corresponding Realm Roles? I.e. Data Domain 1 Realm Role - Data Owner Realm Role - Data Steward = New Data Domain Data Domain 2 New Realm Role - Data Owner Realm Role - Data Owner New Realm Role - Data Steward Realm Role - Data Steward

on v15.4, can we customize the snowflake table overview page after cataloging, to show or hide certain properties? I don’t see edit page option in top right 3 dot. I do see the “edit page template” option for MDM data, but not for snowflake tables. is this intended product feature? Thanks.

Ataccama One Web: How to handle large dataset with 1 B rows in the data set while working on data profiling & Data quality evaluation? (Best Practices) What is expected Infrastructure configuration required with respect to infrastructure in case such huge datasets?

07.05.2025 16:24:30 [INFO] Using Ataccama DQC configuration file D:\ataccama\workspace1\General MDM project - CDI example\Files\engine\trans\address\address_match.comp07.05.2025 16:24:30 [INFO] Using runtime configuration file C:\Users\AS001086183\AppData\Local\Temp\runtimeCfg31836356917877677.tmp07.05.2025 16:24:30 [INFO] Ataccama DQC engine initialized.07.05.2025 16:24:30 [INFO] Creating runtime...07.05.2025 16:24:31 [INFO] [Address deduplication] parallel processing of partitions: false07.05.2025 16:24:31 [INFO] [Address deduplication] parallel processing of key rules: false07.05.2025 16:24:31 [INFO] [Address deduplication] parallel processing of matching rules: false07.05.2025 16:24:31 [INFO] Starting runtime...07.05.2025 16:24:31 [INFO] Running runtime...07.05.2025 16:24:31 [FATAL] Internal error occurred during run of the plan: Persistence is not set (the standalone mode may not be configured)[STEP Address deduplication[Md Unify]]07.05.2025 16:24:31 [INFO] Stopping runtime...07.0

In Ataccama One web we can download Canada.lkp but on Ataccama Desktop we could not find this file (searched on drive C: as well). Where are these lookup tables stored? How to get a complete list of all of them? Thanks!