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811 Topics

GersonData Voyager

asked in Master Data Management & Reference Data Management 🛰️

Property with name 'KafkaResources' doesn't exist in com.ataccama.dqc.streaming.KafkaProviderComponent!

Hello Ataccama Community,I'm currently using Ataccama One Desktop version 13.9.1, and I'm encountering an error while trying to execute a plan that involves a Kafka Reader component. I have configured a Kafka server(kafka integration) with the following properties:ssl.truststore.location=LOCATION_TO_TRUSTSTOREssl.truststore.password=TRUSTSTORE_PASSWORDssl.protocol=TLSsecurity.protocol=SASL_SSLsasl.mechanism=GSSAPIsasl.kerberos.service.name=kafkasasl.jaas.config=com.sun.security.auth.module.Krb5LoginModule required \ useKeyTab=true \ storeKey=true \ keyTab="LOCATION_OF_THE_KEYTAB" \ principal="USERNAME_HERE@EUROPE.XYZXYZ.CORP"; The error message I'm seeing is: "Property with name 'KafkaResources' doesn't exist in com.ataccama.dqc.streaming.KafkaProviderComponent!"I've reviewed my configuration, but I'm still unable to resolve this issue. Can someone please provide guidance on how to troubleshoot and resolve this error? Any insights or suggestions would be gre

vcostaData Voyager

asked in Master Data Management & Reference Data Management 🛰️

Ways to get related entities in transformation proccess

Hi, I have below use case:A party can have multiple phones related to it, when any of them change, we need to update a flag on every related phones (same party_id) I am having problems to get those related phones during the merge process, what would be the better way to do it? I have tried it using Mdc Read Step, but I'm not able to start the server due below errorjava.lang.IllegalStateException: Cannot find INmeEngine: Failed to create step 'Mdc Read' (com.ataccama.nme.dqc.steps.MdcRead) (Cannot find INmeEngine) at com.ataccama.nme.internal.dqc.PlanExecutor.createRunner(PlanExecutor.java:137) at com.ataccama.nme.internal.dqc.PlanExecutor.<init>(PlanExecutor.java:83) at com.ataccama.nme.internal.dqc.PlanExecutor.<init>(PlanExecutor.java:69) at com.ataccama.nme.internal.dqc.pool.PlanExecutorCreator.createResource(PlanExecutorCreator.java:34) at com.ataccama.nme.internal.dqc.pool.PlanExecutorCreator.createResource(PlanExecutorCreator.java:17) at com.ataccama.dqc.commons.reso

Ilia.StepanichevData Voyager

asked in Data Quality & Catalog ⚙️

Simple maker-checker process (approval workflow)

Hi team!I'm trying to implement a simple maker-checker process for Business Glossary Management: there are different Data Domains, each with its own responsible: Data Steward and Data Owner. So, for each Data Domain, the corresponding Data Steward creates the term --> the corresponding Data Owner approves it. Therefore, it's essential to consider the separation of permissions by data domains.Please give me some ideas on how I can implement it in the current product version. As far as I could investigate, grouping terms by different folders/categories in the Glossary doesn't help since I can't assign any roles to a particular folder/category: I can't assign Steward1 and Owner1 to the BusinessTerms group and Steward2 and Owner2 to the SecurityTerms, for example.How should it be implemented, then? Many thanks for considering my request!

Marnix WisselaarStar Blazer L2

asked in Data Quality & Catalog ⚙️

Term suggestions overwhelming - How to tweak and make it stop.

Hi,We've loaded 2000+ terms and assigned those with desktop as a migration from a data dictionary. When we now have new catalog items, Ataccama suggests 20+ terms for a CI Attribute. This is not usable.How we tweak it to:Limit to only top 5 Stop when a term is already assigned.And here's an idea: If the column header is the same or can be matched using a simple fuzzy match, that is a better indicator than most AI.Another: Please skip some of the datatypes, a boolean … probably not a good idea.Any idea's?We are also wondering if we can turn it off.Thank you in advance!Marnix

CansuCommunity Manager

published in Data Quality & Catalog ⚙️

ONE Desktop: Building Plans 🏗️Best Practice

Hi Community! This week is all about ONE Desktop Plans 🏗️We will start with how to build plans on ONE Desktop and work our way to DQ Scoring.Next week, we will continue to cover different features of plans and ONE Desktop so don’t forget to subscribe to our forums to receive a daily notification when a new article is published ✨Let’s kick it off! Understanding Plan EditorThe Plan Editor is your workspace for crafting plans. It comprises two core components:Canvas (1): This is where you define the logic of your plan by connecting different steps together. Palette (2): Here, you'll find a wide array of steps and actions that can be added to your plan. Creating a New Plan FileStarting a new plan file is a breeze:Right-click on a project or folder in the explorer panel. Select New > Plan. Alternatively, use the toolbar and select Plan. Specify a Name for your plan and designate its storage location (Container). Adding Steps to the CanvasBringing functionality to your plan invol

anagha.kData Voyager

asked in Data Quality & Catalog ⚙️

Need only Valid rule names in Monitoring Project Report Export

Hi I want only the valid rule names in valid_rules column for Monitoring project export. How to implement that?

Marnix WisselaarStar Blazer L2

posted in Master Data Management & Reference Data Management 🛰️

Iterating rows of a table (Record-by-record - SQL Iterator) in a workflow

At Stater we needed to iterate a table in a database and perform some action on it. This needed to be orchestrated from a workflow. In our case trigger a set of MP's and write the output to a DQ Data warehouse.So I created a ‘pattern’ which we use for our cookbook. With thanks to Brian and Matej! Now if somebody can tell me how to add a PDF and ZIP with the sample, I'd be happy ;)

C_RUniverse Traveller

asked in Data Quality & Catalog ⚙️

I'm trying to retrieve only 10 or so rows from source - SQL Catalog Item

Hi, I have created a SQL Catalog item in UI however I'm trying to retrieve only 10 or so rows from the database. I am using the SELECT TOP/LIMIT clause to choose how many rows I want to retrieve both queries are having errors, I'm not sure what the problem is, does anyone have any ideas? Thank you. SELECT TOP 10 FROM x SELECT * FROM x LIMIT 10

FCB developerData Pioneer

asked in Data Quality & Catalog ⚙️

Overwrite the data using Jdbc Writer

Hello,everyone. When you load data into the database using Jdbc Writer and execute the plan every time, it keeps adding the same data from above. How can I overwrite the data? For instance, I have a table like this.I saved it in the database, made some changes to the table, and when I re-executed the plan, it added the changes on top. Duplicates appeared, to put it bluntly.I will be very grateful for your help Thank you!

CansuCommunity Manager

published in Data Quality & Catalog ⚙️

ONE Desktop: Projects Part 2️⃣Best Practice

Hi community! We’re happy to share the second part of our ONE Desktop Projects guide. In this section, we'll delve into essential techniques for project creation, workspace management, and resource configuration. If you have missed the first part you can find it here: Creating a New ProjectBefore you embark on data transformations and analyses, a structured project is your starting point. A project is a collection of plans, components, and data files, organized logically into folders. To initiate a new project:Navigate to the File Explorer. Click on New > Project. In the ensuing dialog, specify the project's Name and type. Regular projects encompass various categories: Empty project: A blank slate where you define your structure. Project from template: Predefined layout, useful for component projects. Tutorials project: Generates predefined tutorial projects. Click Finish, and your project will appear in the File Explorer. See the figure below for a template project based

CansuCommunity Manager

published in Data Quality & Catalog ⚙️

Monitoring Projects - Lifecycles 🔁Best Practice

Hi community!We are almost halfway into our Monitoring Project Best Practice series, today we are going to talk about Lifecycles 🎢Let’s dive in! Introduction to Monitoring Project LifecyclesThe introduction of Monitoring Project Lifecycles allows you to simulate a multi-environment process (Configure > Test > Send for approval > Make public, and repeat) within a single physical environment. While you can create two physical environments, the non-production environment should primarily be used for specific purposes, such as testing new sources, integration plans, model changes, and service re-configurations. It's important to note that non-production environments are not intended for developing data quality monitoring projects and migrating between environments. For the best results, we recommend having one production environment for all metadata and a non-production environment for model changes, API work, and testing. This setup differs from other modules like RDM and MDM, w

CansuCommunity Manager

published in Data Quality & Catalog ⚙️

Working with Time Series Data 📈Best Practice

Hello Community! As part of our ongoing Data Quality Best Practice series, today we'll dive into the world of time series data analysis.Time series data analysis is a powerful tool that enables you to unlock valuable insights from your transaction data by identifying trends and detecting anomalies. To make the most of this feature, here are some best practices to follow: Understanding Transaction Data and Time Series AnalysisTransaction data encompasses internal and external events or transactions within a business, often related to financial and logistical records. Common examples include sales orders, invoices, purchase orders, shipping documents, payments, and insurance claims.The benefits of time series analysis include:Visualizing time series data. AI-driven anomaly detection. Keep in mind that time series analysis supports columns with timestamp information, such as DATETIME, DATE, or DAY data types. Configure and Run Time Series AnalysisTo get started with time series analysis

BhumiData Voyager

asked in Data Quality & Catalog ⚙️

Can ‘SQL Select’ stage only be used to connect with SQL Server DB

Can ‘SQL Select’ stage only be used to connect with SQL Server DB ?

CansuCommunity Manager

published in Data Quality & Catalog ⚙️

ONE Desktop: Projects Part 1️⃣Best Practice

Happy Wednesday community! The Power of Projects: A PrimerBefore you dive into the exciting world of data transformations and analysis, let's lay down the foundation: projects. Think of projects as your organized toolkit – a collection of plans, components, data files, workflows, and custom scripts, all neatly arranged within logical folders. These projects live within a workspace folder, ensuring everything is in its right place. Structuring ProjectsImagine the harmony of a well-structured project. Here's how it can look:A Glance at a Well-Structured Projectbat: Home to batch or shell scripts for triggering plans. bin: Houses DQC plans for data cleansing and deduplication. components: Stores the goldmine of component plans for main plans. data: Nurtures your data directories. ext: Contains external lookup files and replacement lists. bat: Serves batch or shell scripts to trigger plans for lookup files. build: Holds DQC plans for crafting lookups. lkp: The indexed version of looku

FCB developerData Pioneer

asked in Data Quality & Catalog ⚙️

Сhanging stewards for all business terms

Hi everyone!How can we avoid manually changing stewards for all business terms and catalog items in Ataccama One? I will be very grateful for your helpThank you!

CansuCommunity Manager

published in Data Quality & Catalog ⚙️

ONE Desktop: Environments 🌍Best Practice

Hi everyone! I hope you are all excited to take one more step into ONE Desktop today 👣Today on the menu we have…..Environments!Imagine effortlessly crafting and testing your solutions across different operational landscapes like DEV, TEST, or PROD. That's what Environments are all about! These versatile tools offer a seamless platform for:Running plans on diverse databases without building separate plans. Testing plans, workflows, and web services across testing and production servers. Crafting and exporting runtime configurations for various environments (perfect for those snazzy folder shortcuts).How Environments Work: A Guided TourEnvironments are your game-changers. Here's a sneak peek at how they operate:Local Launch EnvironmentWhen you're running your plans or workflows on your local machine through ONE Desktop, this environment kicks in. It's your go-to for efficient local testing and development.ONE Platform Launch EnvironmentFor those times when your plans need to be executed

CansuCommunity Manager

published in Data Quality & Catalog ⚙️

#1 Adding Data SourcesGet certified with Ataccama

👋 Welcome to our new article series, where we will go through the individual topics that are part of the Ataccama Data Quality & Governance Certified Professional: Foundation Level Ataccama ONE v13 certification exam.We will focus on practicing and pointing out the most common mistakes. Our first topic is Adding Data Sources. 🔎 LET’S TEST YOUR SKILLSUsing ONE Desktop Application, create a database connection to your database. Using the ONE Desktop Application, upload the 'bloodtypes.xlsx' into your database. Create the database table <your_name>_bloodtypes, and upload the contents of the 'bloodtypes.xlsx' file. 💡 How to do it?Open Ataccama ONE Desktop Application and create a new projectIn your newly created project, create a plan and name it loaddata.plan Add (drag and drop from the palette on the left side) steps Excel File Reader and Jdbc WriterUpload bloodtypes.xlsx (attached to this article) into your project Open Excel File Reader and fill in File Name, Sheet Name

Jason.SupticUniverse Traveller

posted in Master Data Management & Reference Data Management 🛰️

Greyed out fields appear to change with Enrichment... but they do not (thankfully)!

Howdy Ataccama Community:If you are needing to know how to grey out fields for edit, please navigate here: Grey out fields for edit | Community (ataccama.com)Problem: After greying out fields, I noticed that fields an Enrichment acts on appeared to change in the User Interface, even if greyed out.Solution: Working with our Ataccama professional support person, it was found that although the fields change in the UI, when saved the greyed out fields are not updated in the record being edited. This is great news, as the purpose (at least for our team) of greying out a field, is so that it cannot be changed once created.So that’s it, probably the shortest post I will put on here, but an important one for record reliability.Thank you,Jason R.S.

CansuCommunity Manager

published in Data Quality & Catalog ⚙️

Tasks 📃✔️Best Practice

Happy Wednesday everyone!Today’s topic is Tasks! We will cover how to optimize your task management on Ataccama to effectively organize and track your work. Let's dive in! A Glimpse into Task ManagementAt the heart of the Ataccama ONE Platform💜 lies the Task management system. This tool brings together your tasks into a Kanban board, offering an intuitive visual representation of your workload and its progress. From prioritizing tasks to altering their status and engaging in collaborative discussions, this system is your gateway to productivity. Unlocking the Potential of TasksWithin the Task management system, you can accomplish a multitude of actions: Task Creation and Management: Create tasks and their subtasks, assign them to team members, and even solicit assistance from colleagues. Change Management: Request changes like entity creation or access adjustments seamlessly. Workflow Task Management: Efficiently handle tasks related to access requests, approval workflows, and mor

anagha.kData Voyager

asked in Data Quality & Catalog ⚙️

Where do we get Monitoring project ID?

Hi Team,I want to use the DQ monitoring project results component. From where do we get the Monitoring project Id for the component?Thanks in AdvanceAnagha

alexAguilarMxData Pioneer

asked in Master Data Management & Reference Data Management 🛰️

Multi-load operation :: Why data acquisition is slow?

Hi Every one, Why the data acquisition in a multi-load operation could be so slow?Checking the database, the query to get the data is taking less than 10 minutes. Do you have any guidance about it?

Jason.SupticUniverse Traveller

posted in Master Data Management & Reference Data Management 🛰️

Errors in LKP file with multiple columns

Howdy Ataccama community:Today I am creating an LKP file with multiple columns for the first time, and came across a couple rookie mistakes I was making, and wanted to share the warnings and errors I am getting.The file I am making is a simple mapping file going from the key to a field “PH1”Rookie mistake number 1: The file being used to make the lkp is a csv, and I made the assumption the Text File Reader in the lookup builder plan would recognize this from the file type. It did not, it had the separation of columns as \t (tab) still. This created the warning [EHS:SHORT_LINE][step:Text File Reader][line:1] with a row for ever row in my file. To fix this one was simply setting the “Line Separator” field in the Text File Reader to a comma instead of \t.Rookie mistake number 2: After correcting my first mistake, I was now getting the following error “There were logged 1 runtime warnings and 1 runtime errors.” With the details being “Error sending response” with no info on why. I got frus

babamarData Voyager

asked in Data Quality & Catalog ⚙️

Snowflake key pair authentication

Hello,I’m setting a new connection for Snowflake datasource, and I need to use key pair authentication for this.In the credentials drop-down menu it doesn’t look like this option to be present: What do you advise?

mahesh ArData Pioneer

asked in Data Quality & Catalog ⚙️

Ataccama and workday integration

By using one url we imported multiple tables structure from workday into Ataccama. if we need to query any specific imported table in ataccama is ataccam will dynamically updates the API endpoints ?

Marcel-JanStar Blazer L2

posted in Data Quality & Catalog ⚙️

Ataccama source monitoring

At our site we have Ataccama on premise and several sources from different data systems. It happened a couple of times that profiling on one of the sources was no longer possible and that we found that out more than a week later. After which it was difficult to track back why this happened.We do have monitoring of all kinds of Ataccama components with Prometheus. But that didn't seem to detect these issues. I was looking for a way to monitor profiling functionality.So what I came up with was a monitoring project that profiles a small table from each source, every hour.Since you can schedule a monitoring project every hour at least, and since you can add notification in case of failure, this gives us warning at most near 1 hours after something breaks.Just adding a catalog item of a table to the MP turned out not to be sufficient though. Because when the monitoring project ran, it did only a structure check, not a profile. To get it profiling, it needed an anomaly check.When you do an a

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