Ataccama Community

Recent Posts
Answer Questions

JohnYData Enthusiast

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!

205

2 days ago

NormanThink

Data Quality & Catalog ⚙️

is catalog item overview page customizable?

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.

2 days ago

akshayl09Data Pioneer

Data Quality & Catalog ⚙️

Handling Large Dataset while data profiling & Data Quality

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?

111

2 days ago

CansuCommunity Manager

Data Quality & Catalog ⚙️

How to get started: Snowflake x Ataccama ❄️⚙️

Heard about Ataccama x Snowflake pushdown and wondering how to leverage it?You’re in the right place. In this guide, we’ll walk through what Snowflake pushdown is, why it matters, and how to get started with it using Ataccama.What is Snowflake pushdown?Run processing directly in Snowflake by enabling pushdown. Pushdown allows Ataccama to offload data processing tasks directly to Snowflake—right where your data lives. That means faster performance, better security, and less infrastructure overhead.Why use pushdown processing?Enabling pushdown unlocks multiple benefits:🚀 Performance: Evaluate millions of records in seconds. No need to pull large datasets into external servers for processing. 🔐 Security: Processing is executed inside Snowflake. Results (and invalid samples, if configured) are returned—no external data transfers required, all processes run on secured and governed Snowflake warehouses. 🖥️ Infrastructure: Leverage your existing Snowflake environment—no need to set up or m

2 days ago

manidharData Voyager

Data Quality & Catalog ⚙️

data freshness support for databricks

Hi Ataccama Community, Is the data freshness feature is supported for data bricks database now? In the documentation it says Snowflake, PostgreSQL, BiqQuery, and Oracle are supported. I am using Ataccama version 15.4

3 days ago

CansuCommunity Manager

Ataccama ONE v16.1 is here with updates to Data Stories, MDM, Lineage, and more 👀

Hi everyone 👋We’re excited to announce the release of Ataccama ONE v16.1! 🎉This version brings new integrations, smarter lineage capabilities, enhanced search functionality, and more powerful tools to help you scale your data quality and catalog efforts. Let’s take a look at what’s new 👇 🟣 ONE Platform UpdatesAzure Synapse Pushdown ProcessingYou can now run profiling and DQ evaluation directly in Azure Synapse via SQL pushdown! This means improved performance, scalability, and security—especially useful for working with large datasets.Pushdown can be enabled globally per connection, with flexible controls to exclude specific catalog items or projects if needed.Support for Apache AvroONE now supports importing and processing Avro files and tables. When importing, attributes are automatically generated from the asset—making it easier to work with Avro data formats.Lineage Enhancements Self-Managed Scanner Support – Install built-in lineage scanners in on-premise deployments, not just

631

3 days ago

CansuCommunity Manager

News & Announcements 📣

Exciting News: Ataccama Academy is now 100% free for customers 🎉

Hi everyone 👋We’re making learning Ataccama even more accessible! Starting today, all our on-demand training in Ataccama Academy is completely free for our customers. But that’s not all—certification is now available and free too! 🎉This means you can:✅ Access all on-demand training materials anytime, at no cost✅ Get officially certified without any fees✅ Upskill and master Ataccama ONE with easeWe’re committed to empowering you with the best learning experience possible and this wouldn’t be possible without your continuous feedback. Thanks to your input in our 2024 Community Survey which heavily influenced the team to take this decision ⚡️ Now, ready to level up?Join the Academy today and access all on demand trainings for free 👈 Start by signing-in or filling the form to create a new account on the Academy and confirm your registration from the email you receive from us. From then on, you will be able to access on demand trainings catalog and start learning. Please note that issuin

43627

3 days ago

OjaswiniStar Blazer L1

Data Quality & Catalog ⚙️

DQ Monitoring project UAT/Test deployment

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.

903

3 days ago

CansuCommunity Manager

14.5 Updates: ONE 🟣

Hi everyone!This week, we’ll continue covering the latest features and updates in 14.5 ⚡Today on the menu we have ONE updates and features in 14.5. Let’s dive in 🤿DQ Firewalls 🧯DQ Firewalls allow you to apply data quality rules to your data using API calls, specifically, the evaluation APIs provided by the new DQF Service. Both GraphQL and REST options are available.This allows you to be able to maintain one central rule library and use Ataccama data quality evaluation rules on your data in real-time in the data stream. For example, you have an ETL pipeline in Python that processes data, and you want to make sure that it filters out invalid records. After defining the DQ rule in ONE, the pipeline for each record (or batch of records) can call the DQF endpoint, and records will be split up by their validity.DQF ServiceWith 14.5 we have a new DQF service that handles rule debug in rules and in monitoring projects, as well as allows live data quality validation in ONE Data and the new D

3082

3 days ago

bobparryData Voyager

Data Quality & Catalog ⚙️

Best Practices for Data Quality Rules based on joins

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!

263

4 days ago

JohnYData Enthusiast

Data Quality & Catalog ⚙️

Where are lookup tables stored?

205

2 days ago

NormanThink

Data Quality & Catalog ⚙️

is catalog item overview page customizable?

2 days ago

akshayl09Data Pioneer

Data Quality & Catalog ⚙️

Handling Large Dataset while data profiling & Data Quality

111

2 days ago

manidharData Voyager

Data Quality & Catalog ⚙️

data freshness support for databricks

3 days ago

Apurva KapoorData Voyager

Data Quality & Catalog ⚙️

How to fetch Rule and Catalog item metadata from a monitoring project using Graphql API ?

Can we fetch Rule and Catalog item metadata from a monitoring project using Graphql API ? If yes, can you share the Graphql query ? I could not find it on ONE API Documentation

202

5 days ago

Apurva KapoorData Voyager

Data Quality & Catalog ⚙️

Extracting Rules and other Metadata Information from a Monitoring Project ?

We need to extract the Rule and other Metadata from Monitoring project. Below is the set of Metadata Information that is requiredDQ Rule UID - Ataccama system generated unique identifier of Data Quality rule Name of DQ Rule Definition of DQ Rule Threshold DQ Dimension DQR Owner DQ Rule Start Date DQ Rule End Date DQ Rule Creation Date DQ Rule Modified Date

534

6 days ago

Albert de RuiterStar Blazer L3

Data Quality & Catalog ⚙️

'Deleted by' details via GraphQL

Hi all,Some time ago I posted a question ('Published by' details via GraphQL) about how to make visisble who published for instance a glossary term.I noticed that like this you can't show who may have deleted the asset.Does anyone have a clue how to retrieve this details via graphQL (or in a different manner)?Kind regards,Albert

130

10 days ago

sriniUniverse Traveller

Master Data Management & Reference Data Management 🛰️

read MDM workflow status using API in v15.4

How can we retrieve or read the workflow status (running, success, or failed. Etc) using a GET API after triggering the workflow via an Http service?

120

10 days ago

NormanThink

Data Quality & Catalog ⚙️

How to promote customized asset type/properties/relationship/valuelist to higher environment?

After testing manually created asset type/properties/relation in DEV environment, how to promote these change to high environment?

231

10 days ago

lokeshpottiData Voyager

Data Quality & Catalog ⚙️

How to get PK viloation identification in Data Quality indicator in One Desktop ?

in One Desktop we will get the summary of DQ checks like if the column is empty or if the column (salary) is having greater than defined. For each and every record it will show the record which got failed in the output of Data Quality indicator . My question here is How to achieve Primary key violated here ? i will show with an example.

12 days ago

Keep me informed 🔔

- Master Data Management & Reference Data Management 🛰️
- Data Quality & Data Governance ⚙️
- News & Announcements 📣
- Ataccama User Lab 🧪

Upcoming Events 📆

Community Recognition Program ✨

Climb the ranks, earn badges and receive recognition rewards!
Join our recognition program by sharing your best practices, providing solutions, participating in our user interviews, and overall engaging with our community to unlock invites to exclusive events and rewards🎁

Learn more

Community experts

Show full leaderboard

Badges 🏅

Mkuruphas earned the badge First idea 💡
AdamShas earned the badge First idea 💡
NaveenKumarhas earned the badge First idea 💡
Monicazimhas earned the badge First idea 💡
Hanish Nhas earned the badge First idea 💡

Show all badges

Featured 🟣

Keep me informed 🔔

Upcoming Events 📆

Community Recognition Program ✨

Community experts

Badges 🏅

Sign up

Login to the Ataccama Community

Scanning file for viruses.

This file cannot be downloaded