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Data Quality & Governance ⚙️

Data Quality & Governance ⚙️

Discuss, learn, ask, suggest, share all things DQG 🔍

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534 Topics

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RoelantVosData Voyager

asked in Data Quality & Governance ⚙️

Reproducing the Term level Data Quality overview from GraphQL

Hi Ataccama community,I’m hoping someone with better grip on the Ataccama GraphQL model can shine a light on this. For internal reporting, we are looking to retrieve data quality details via the Ataccama GraphQL API. One of the requests it to produce an overview of the DQ score across the (rule’s) DQ dimensions. This is basically the same as is shown in the web UI when navigating to the ‘Data Quality’ tab for a Term. It shows the score broken down by dimensions, based on how the rules are defined.What I’m trying to do is retrieve the passed/failed rows at this level, so for each term and each dimension. This would allow me to summarise this into a score per dimension.However, I am unable to get this out of the API.I’ve approached this from both the ‘terms’ and ‘rules’ pathway. In both approaches I always end up with the ‘Overall Quality’ score for each term - not the per dimension details.The ‘rules’ query looks promising, but ultimately only returns the passed/failed records for the

C_RUniverse Traveller

asked in Data Quality & Governance ⚙️

Is there a way to Parse Copybook file in order to transform Data File into JSON/CSV

Hi All, Is there a way to parse a copybook file in order to transform the data file into JSON/CSV? The use case is to be able to provide profiling metrics on the web via VCIs? Thank you😁

lawroData Voyager

asked in Data Quality & Governance ⚙️

When creating groups, are the names always public to everyone who uses the instance? Or is there a way to create a group of groups that only the members of that groups can see?

Delbert71Universe Traveller

asked in Data Quality & Governance ⚙️

¬ delimiter issue

Hi all,I have a file with a ¬ delimiter and text qualifiers and in the file it looks fine but when I look at the local file system in Ataccama to bring the file into the catalog the ¬ shows as Z with an accent. Are there different regional settings in the config that need setting or changing or is this something else? Many thanks for any help Des

rajeswarimylaSpace Explorer

asked in Data Quality & Governance ⚙️

Can you please help in getting incremental number in split operation

hi Team, i need to split a word based on a delimiter and try to add inceremental number to it, can you please help in acheiving this scenario.Input : select * from order;select * from customeroutput should be like select * from order - query 1, select * from customer - query 2i itried using split operator , but could not able to append the incremental number

Rohith1217Data Voyager

asked in Data Quality & Governance ⚙️

New Use case implementation in Ataccama

Hi,We have a use case to accept a request from collibra with details like JDBC URL, username, password and query to Ataccama and I need to return the results and size of the results in reponse from Ataccama.Can you please share usecase/documentation for implementing this usecase in Ataccama.Regards,Rohith

JamesBlackwellData Voyager

asked in Data Quality & Governance ⚙️

Alation integration

Has anyone experience of integrating Ataccama with Alation Data Catalog?I’ve searched the support and knowledge base article without any success.

Delbert71Universe Traveller

asked in Data Quality & Governance ⚙️

Fixed width file import to catalog through webui or desktop

Hi all, what about if I had a fixed width file in the catalog with the first row as the header (in error). The column data comes in as one string which renders it unusable for profiling and DQ. How can I get these types of files into the catalog so I can use them in my monitoring project? I have used VCI’s before to add headers to csv files in the catalog and they work well. Kind regards Des

Albert de RuiterStar Blazer L2

published in Data Quality & Governance ⚙️

Business glossary – computed content (part 4)

Hi Community,The first posts about the business glossary dealt about applying more term types (attribute and entity terms), and how they get context by adding relationship types. The previous post was about implementing multilingualism. The post ended with a remark about computed content, being the topic of this post.To refresh your memory, at the end of the article I showed this screen print, depicting how the translated terms show in the term’s detail page. So like this.Notice that the translation of the term name is preceded by the language code, so it is a concatenation in other words. I will describe how you can define this. Actually to accomplish this I made use of a document that Ataccama provided and that I will add to this article. The document also describes another use-case, so make sure to have a look! Anyhow, this is how the concatenation of the language code and translated term name is done.The calculation is defined in a new metadata model entity. As naming convention yo

rajeswarimylaSpace Explorer

asked in Data Quality & Governance ⚙️

how to split a word and get the first index value in component

hi,i had a word like this “12345 - Data min”, i need to split this word based on - operator and get the first word.I had another requirement like split and save the words in another varaibleex : select * from emp;select * from customerquery variable should have splitted value like select * from empcan you help in implementing above scenario

may_kwokStar Blazer L2

asked in Data Quality & Governance ⚙️

Planned maintenance advance notification banner?

Hi folks,Is there some way that I can display a notification banner on Ataccama ONE and RDM, to notify users in advance of any platform maintenance?I’d like to notify my users in advance if we have any planned works, including and not limited to platform version upgrades, or RDM model updates.

Albert de RuiterStar Blazer L2

published in Data Quality & Governance ⚙️

Business glossary - multilingualism (part 3)

Hi Community,The previous posts about the business glossary dealt about applying more term types (attribute and entity terms), and how they get context by adding relationship types.This time I want to discuss options to add multilingualism to the glossary. I don’t mean the One Web interface itself, but the content. When your company operates in an international environment, having term names and definitions in just one language may not suffice (although many people understand English, the level of understanding may vary, so translations will contribute to a better understanding of the glossary content).So suppose the glossary contains content in English and, like in my situation, also Dutch translations are required for the term’s name and definition.The most simple solution would be to add properties like nameDutch and businessDefinitionDutch to entity term. And when German translations are required as well, add properties nameGerman and businessDefinitionGerman and so on.The pro of t

clyormzUniverse Traveller

asked in Data Quality & Governance ⚙️

helm on ataccama dpe deployment and configuration

On the last 8 months we were working on deploy cloud resource to integrate databricks solution with ataccama dpe and develop jobs to execute on databricks and see the results on ataccama one. The deployment is executed on cloud provider side (aws - microsoft) and the configuration is manually so it takes time to set up with corresponding values, one of the task we would like to improve is the configuration of one databricks with unity catalog to be part of ataccama dpe. On past forums topics I saw helm is part of the tech stacks of ataccama and I am interested to know more about on. I would like to get more information kind of library to repository to understand helm on ataccama dpe. thank you

may_kwokStar Blazer L2

asked in Data Quality & Governance ⚙️

Using runtimeconfig to encrypt OAuth 2.0 token request

I’m building an API call request, where I first need to obtain an access token, before I make my actual API call.I have tested the 2-step process using 2 separate JSON calls successfully. The message body of the OAuth request looks like this. Sensitive info redacted: scope is a required parameter. The above call successfully retrieves my token. I tried to setup this as a Generic server:But there is no available space to specify the scope parameter. When I run my plan: I get:2024-09-04 09:33:16 INFO: Validating model...2024-09-04 09:33:16 INFO: Creating runtime...2024-09-04 09:33:17 INFO: Running runtime...2024-09-04 09:33:17 [JsonCall] DEBUG: IOException when making request GET https://preprod-api.londonmarketgroup.co.uk/reference-data/acord/v2/version HTTP/1.1java.io.IOException: Cannot get credentials for request. at com.ataccama.dqc.io.http.CommonHttpClient.makeRequest(CommonHttpClient.java:351) at com.ataccama.dqc.tasks.io.json.call.JsonCall$Runtime.run(JsonCall.java:425) at com.at

asked in Data Quality & Governance ⚙️

Full Profiling results

Hi,13.9.4In the Monitoring Project there's a way to only display the data quality of the last run via Advanced settings Is there also such a way to do accomplish this with Full Profiling on (SQL) Catalog Items?

MohtaramData Voyager

asked in Data Quality & Governance ⚙️

Monitoring Projects - Notifications with Dashboard

I want the result of my monitoring project to appear in the dashboard in the Report section when I receive it by mail. Is it possible to amend the mail notification regarding this?The notification in mail should look like this:

may_kwokStar Blazer L2

asked in Data Quality & Governance ⚙️

Connecting to network drive in runtime server

Hi community,Has anyone managed to connect Ataccama (we’re on PaaS), or even ONE Desktop, to a corporate network folder, download files, and work with it in .ewf workflows and components / plans?Yes I know Ataccama connects to S3 buckets / ADLS Gen2 containers, but the environment that I work in people are really used to shared network drives and a lot of applications are integrated with them. It would make my life a lot easier if I can make Ataccama connect into it.When I look at either the SCP or SFTP upload/download steps, it requires a server to be set up with Basic authentication - of course when I connect to the network drive personally I don’t need to enter any of that.Has anyone done something similar?

KaterinaAtaccamer

published in Data Quality & Governance ⚙️

Enhancing Data Quality Evaluation with Component Rules in ONE Web

Speaking about data quality rules, we usually refer to DQ rule configuration in ONE web application. However, when it comes to referencing external sources or performing preliminary work or combining different sources, we may find that the capabilities within ONE Web are insufficient for our needs. For example, consider a scenario where we need to validate whether our data matches an external data source, such as ABN Lookup on https://abr.business.gov.au/. This is where component rules come in handy.The Task at Hand: Validate ABN Information.To implement this data quality (DQ) check, we require a component rule.Here's how you can configure the ABN validation component and use it for DQ evaluation: Configure a placeholder for the component Configuring Logic for the Component using ONE Desktop application Adding Changes to Runtime Configuration in ONE Web Application Configuring the DQ component rule Applying the RuleConfigure a placeholder for the componentNavigate to DQ s

RadziahData Voyager

asked in Data Quality & Governance ⚙️

Configure Path in Attach File of Send Email Workflow

HiI have a workflow with Send Email step configured and this workflow will be pushed to orchestration server to run it. I have an attachment need to be included in the email notification generated from the workflow and realized that if I put only the file name for example RESULTS_ABC.xlsx, by default it will find it the same folder of the workflow that is being created. Let’s say if I put the RESULTS_ABC.xlsx in different folder like Data/Out, how do I configure it correctly at the Attach Files configuration as shown in the image below? I saw a discussion to use filePath variable but I am not too familiar with that. Could you please explain how can we achieve running the workflow and read the file that is stored from different folder so that it can attach in the email.

ritguptaData Voyager

asked in Data Quality & Governance ⚙️

Profiling on a subset of the data

Hi, I was wondering if there is a way to profile a subset of the data based on a certain criteria in the web application. For example, I want to get the profiling results only for records with the ‘Active’ status in the ‘Status’ field.I am able to do this in the desktop application by writing a custom sql query to filter the results. If I can do this directly in the web app that would be really helpful.Thanks in advance!

Maria GolikovaData Pioneer

asked in Data Quality & Governance ⚙️

Hello Dears,Is there a functionality or a tool available to search on the code of VCI, catalog items, DQ rules…. in all the object types that we use in Ataccama.We know that there is possibility to search on the names, but not on the underlying levels. Thank you for ideas.Kind regards,Maria

asked in Data Quality & Governance ⚙️

Anomaly detection icon

Hi,When there's an anomaly detection notification icon present in the Catalog Items overview I open the CI and confirm/dismiss the anomalies. When I dismiss all the anomaly detection icon notification goes away - perfect. When at least one anomaly is confirmed then the notification icon is still present (even though it's confirmed). Question: Is this intended?It's hard to judge which Catalog Items have been looked at and which have not. The anomaly detection icon shows regardless if confirmed or not. My idea is that the icon should change showing that you have looked at the CI which has now a confirmed anomaly. This way it's clear which CI have been looked at.Anomaly detection before confirming/dismissingAnomaly detection after confirming/dismissingIcon notifications in the Catalog Item overview. It's not clear for me nor for any other users if these Catalog items have been judged yes or no.Idea: If the icon is changed to another color, let's say red it will be clear for me and any oth

rene.requenesData Voyager

asked in Data Quality & Governance ⚙️

Parse Fixed width File for Profiling

Hello,I was able to parse a fixed width file using the Ataccama One App by editing the metadata. But when i try to parse the same file using the Ataccama Web App it doesn’t parse correctly. Is there a way to give the metadata file to the Web App for it to parse the file correctly ? Thanks, Rene Requenes

lekshminairData Voyager

asked in Data Quality & Governance ⚙️

Lineage with matillion ETL tool

If we use matillion ETL tool for data integration to snowflake. Can we still see the lineage and transformation code in Ataccama?

Albert de RuiterStar Blazer L2

published in Data Quality & Governance ⚙️

Business glossary - adding relationship types (part 2)

Business glossary - relationship types (part 2)Hi Community,In my previous post I presented the idea to implement new metadata entities for attribute and entity terms in the glossary. The reason for this is that it makes most sense to have more types of terms that best describe either a catalog item attribute (the attribute term) or a catalog item (the entity term).I finished the post with making a comparison to logical data modelling.In a logical data model the entity is described by its properties, so the attributes. An entity not only has descriptive attributes, but obviously also one or more attributes that identify a record of that entity, the primary key. Besides the primary key also an alternate key may exist (for instance an email address can be used as alternate key next to the client id). Or an attribute can act as foreign key to another entity. Such an attribute will then also exist in its parent entity.With the example of an attribute existing both as foreign key in one ent

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