-
Notifications
You must be signed in to change notification settings - Fork 79
Community Meetings
Next meeting: 26th of July 16:00 CET
Community meetings are held to keep all people interested in the project up to date.
Meetings are available to the public and are recorded.
Please don't hesitate to start a conversation
Invitation to have your camera on.
quick round of who is here
- Latest release (Antoni)
- Huggingface + VDK to train and use LLMs (Paul)
- Roadmap (Stanley)
28th of June - Practical Kimball Patterns - Dimensional modeling 101 Watch Recording
- VDK quick intro and latest release (Antoni)
- VDK team meeting/workshop (Agi)
- Dimensional modeling 101 - Practical Kimball data patterns (Antoni)
31st of May - Generative Data Packs and DevOps for Data Watch Recording
- VDK’s latest release (Antoni)
- Generative Data Packs (Iva)
- DevOps for Data (Agi)
26th of April - VDK UI demo Watch Recording
- Intro to the agenda and people - what are you working on lately?
- RADME updates and VDK intro (Agi)
- VDK’s latest release (Antoni)
- VDK UI demo (Paul)
- Next meeting topic. Date: 31th of May (Agi)
22nd of February Jupyter Integration - Watch recording
Shoutout to the recent VDK contributors and their work!
- VDK’s latest release
- VDK Jupyter integration
- FOSDEM experience and conclusions
- Next meeting date
11th of January Watch recording
- VDK’s latest release - Stanislav
- Introduction to Versatile Data Kit Control Service - Paul
- Demo of the current installation process - Iva
- Discussion on a proposal to implement the “Three Click Rule” to make the installation faster and easier for users. - Iva
- Decide on date for next community meeting (provisionally 15th of feb) - Paul
30th of November Watch Recording
- Welcome - Agi
- Release - Antoni
- Newest industry DB adoption stats suggest that PostgreSQL gets quite some traction lately. We have recently introduced PostgreSQL embedded support so that for the control service it is a configurational option to choose the database type deployed by default (in case no external data source is set). It could now be either CockroachDB (by default), or PostgreSQL - Iva
- We have just returned from Data Science Conference Europe 2022, and we’ll talk about our experience there - Vic, Antoni, Dimira
Discussion:
- templates for community meetings - do we need one?
- next community meeting x-mas/NY themed - 21st of Dec
- YT live community meetings
26th of October Watch recording
- Welcome and intro - Agi
- Release - Antoni
- Hackathon. We've applied for the Borathon, and we'll demo what we did there! - Antoni
- Demo of a new feature that allows skipping the remaining steps of a data job execution via the job input object - Momchil
- Latest articles about VDK
28th of September: Creating First Data Job Watch recording
- Welcome and intro, if you are new to VDK I encourage you to say hi :)
- Quick intro to the project (Agi)
- Release announcement (Antoni)
- GitHub Star History example demo (Agi)
- Discussion topics:
- Two PR reviewers
- VDK catchphrase
VDK catchphrase (also anchor text):
- unique value
- clear
- short and sweet
- A high-performance observability data pipeline.
- Declarative continuous deployment for Kubernetes.
- The easiest way to coordinate your dataflow
- A cloud-native Pipeline resource.
- Always know what to expect from your data.
- Data-Centric Pipelines and Data Versioning
- An orchestration platform for the development, production, and observation of data assets.
- Build powerful pipelines in any programming language.
- Build data pipelines, the easy way
- Machine Learning Pipelines for Kubeflow
I have included data pipelines and other tools that have more than 2000 stars only Airbyte has a longer message:
- Airbyte is an open-source EL(T) platform that helps you replicate your data in your warehouses, lakes and databases.
I think the difference is felt in the readability of the message So, for this catchphrase it would be nice to come up with something that is #uniquevalue
- Building and Managing Data Pipelines with SQL or Python
- Data Pipelines covering full DataOps lifecycle
- Building and managing your data pipelines with python or SQL on the cloud (or Kubernetes)
- Build, run and manage your data jobs
- Build, run and manage your data pipelines
- Develop, run and manage your data pipelines on the cloud
- Automate and abstract the Data and DevOps cycle
- Automate and abstract the Data Journey and the DevOps cycle
- Orchestrate
A bit more abstract and unclear ideas:
- Efficient data engineering
- Enable everyone to focus on work that requires their core skills
(because SQL or python is maybe not our unique value prop)
- Add cloud or Kubernetes ?
- Data Pipelines OR DataOps pipelines ?
- What do you think is the unique value of VDK
- How would you google to find this framework? (if you don't know it exists)
"VDK I think rather has a lot of possibilities in the “T” part - templates (kimball or generic), managed connection plugins enable quality, lineage (when implemented). And also in the abstracting DevOps part - though we need to do more around testing."
Action items: create a form where we can rank the catchphrase
24th of August: VDK Templates https://youtu.be/HIRt4bX4ddk
- Agita Jaunzeme aka Agi (VDK Community Manager)
- Momchil Zhivkov
- Duygu Hasan
- Antoni Ivanov
- Welcome and team (Agi)
- Intro to the project (Agi)
- Momchil Zhivkov about templates:
Templates are reusable code in the context of data jobs. They are intended to solve a common use case among different users. A template is executed through a data job. An example of a common use case is loading data into a data warehouse.
This presentation will demo:
- what is a template
- how does it look
- the purpose of templates
- using and developing templates
- our already existing templates that can be reused
- Duygu - csv-export
A new feature was added to the already existing CSV plugin, which allows people to export the result of a SQL query to a CSV file. - Toni - VDK release v0.6
- Open discussion
20th of July: How to promote an opensource project https://youtu.be/wmdx7ngocr4
15:00 (GMT+01:00) - Add to Google calendar
- Agita Jaunzeme aka Agi (VDK Community Manager)
- Michael Gasch
- Welcome and team (Agi)
- Michael Gasch about how to promote an opensource project, tips, and questions
22nd of June: Airflow integration https://youtu.be/c3j1aOALjVU
11:00 (GMT+01:00) - Add to Google calendar
- Agita Jaunzeme aka Agi (VDK Community Manager)
- Gabriel Georgiev
- Antoni Ivanov
- Dimira Petrova
- Welcome and team (Agi)
- Intro to the project (Agi)
- Announcement of recent changes (Antoni)
- Airflow Provider Demo by Gabriel
- Discussion:
- VDK community update (Agi)
- how to find community meeting links
- Community and Resources page
- ODSC Europe conference, volunteering, speakers, Jacob Tomlinson Guglielmo Iozzia Carl Osipov Shawn Kyzer on Data Mesh
- Invitation to be DataOps community lead for Techies of Baltics - devops.lv also this guy from CDK James Craig
- next meeting possibly someone will join to tell us their story of growing an OSS community govmomi OR rapids
- Next meeting date
- Next meeting time (Let’s make next community meeting during US friendly time zone)
- Slack https://cloud-native.slack.com/archives/C033PSLKCPR
- Youtube https://www.youtube.com/channel/UCasf2Q7X8nF7S4VEmcTHJ0Q
- Release notes https://github.com/vmware/versatile-data-kit/releases/tag/v0.3
- Twitter https://twitter.com/vdkproject
- Articles https://towardsdatascience.com/an-overview-of-versatile-data-kit-a812cfb26de7
May 25, 2022 : KubeCon https://youtu.be/w0teqOw9qjc
- Agita Jaunzeme aka Agi (VDK Community Manager)
- Welcome and team (Agi)
/ intro to the project - VDK community update (Agi):
- VDK public calendar https://calendar.google.com/calendar/u/0?cid=dmluMjRrcTZ0MTZ1cjZ2YTVrc29oMm1hNXNAZ3JvdXAuY2FsZW5kYXIuZ29vZ2xlLmNvbQ
- List of good first issues https://github.com/vmware/versatile-data-kit/labels/good%20first%20issue
- Blog post https://towardsdatascience.com/how-to-build-a-web-app-with-data-ingested-through-versatile-data-kit-ddae43b5f62d
- Latest release
- Roadmap (Dako)
- Apache Airflow integration
- Security Improvements
- Provide users with better notifications/information about non-gracefully failed data job execution
- Open questions about Kubecon – discussion
- Conclusion and relevant links (Twitter / Slack / YT / blogs etc. )
- Community track / Documentation
- Do we want to donate the project to CNCF, the price vs benefits - why?
- CNCF requirements: https://github.com/cncf/toc/blob/main/process/README.md https://github.com/cncf/toc/blob/main/process/graduation_criteria.md#incubation-stage
- Conclusion: CNCF is full of potential people who want to contribute BUT
- Slack https://cloud-native.slack.com/archives/C033PSLKCPR
- Youtube https://www.youtube.com/channel/UCasf2Q7X8nF7S4VEmcTHJ0Q
- Release notes https://github.com/vmware/versatile-data-kit/releases/tag/v0.3
- Twitter https://twitter.com/vdkproject
- Articles https://towardsdatascience.com/an-overview-of-versatile-data-kit-a812cfb26de7
April 20, 2022 https://youtu.be/VHJjrNyZjhg
- Agita Jaunzeme
- Dimira Petrova
- Dako Dakov
- Antoni Ivanov
- Gabriel Georgiev
- Welcome (Agi)
- Intro of the team (all)
- Intro of the project (Agi)
- What are we doing lately (Antoni)
- What are we planning to do in the near future (Dako)
- Discussion
- Conclusion (Agi)
- Kubernetes / ..
- Meeting frequency / next meeting - the week of 23rd of May
- Agenda for the next meeting to be more specific
- Repo https://github.com/vmware/versatile-data-kit/
- Wiki https://github.com/vmware/versatile-data-kit/wiki/Community-Meeting-and-Open-Discussion-Notes
- Slack https://cloud-native.slack.com/archives/C033PSLKCPR
- Youtube https://www.youtube.com/channel/UCasf2Q7X8nF7S4VEmcTHJ0Q
- Release notes https://github.com/vmware/versatile-data-kit/releases/tag/v0.3
- Twitter https://twitter.com/vdkproject
- Articles https://towardsdatascience.com/an-overview-of-versatile-data-kit-a812cfb26de7
SDK - Develop Data Jobs
SDK Key Concepts
Control Service - Deploy Data Jobs
Control Service Key Concepts
- Scheduling a Data Job for automatic execution
- Deployment
- Execution
- Production
- Properties and Secrets
Operations UI
Community
Contacts
