#kedro — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #kedro, aggregated by home.social.
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kedro 0.19.11 adds `KedroDataCatalog.to_config()` that converts the catalog instance into a configuration format suitable for serialization, improves the performance of OmegaConfigLoader, and ships many bug fixes and quality-of-life improvements. #kedro #python #pydata #pipelines
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New releases fresh from the oven, and some important announcements! 🔶 tl;dr: kedro 0.19.11, vscode-kedro 0.3.0, and kedro-viz 10.2.0 are out! And native Experiment Tracking is deprecated in favor of kedro-mlflow ⚠️ Read on 👇 #kedro #python #pydata #pipelines
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vscode-kedro 0.3.0 adds support for custom project paths, ships smarter catalog validation using the LSP, and enables some toolbar controls in the Viz webview. #kedro #python #pydata #pipelines #vscode
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New blog post ✍️ In the pipeline: October 2024! We cover the latest releases in the ecosystem (Kedro, our VS Code extension, Kedro-Viz), the talks Merel Theisen and Elena Khaustova, from QuantumBlack, have given recently, #Hacktoberfest 🎃 kedro.org/blog/in-the-... #kedro #mlops #pydata #python
In the pipeline: October 2024 ... -
New video just dropped! 🎥 Watch how you can slice your Kedro pipeline on the CLI, but also with the new visual pipeline slice functionality of Kedro-Viz 10.0, released a few days ago 🔥 www.youtube.com/watch?v=NtqE... Remember to subscribe to our YouTube channel and hit the bell! 🔔 #kedro #mlops
Slice your Kedro pipelines fro... -
It's that time of the year 🎃 become a Kedroid for #Hacktoberfest! 🔶 Get digital badges for your pull requests during the month of October. Read this issue for more information github.com/kedro-org/ke... and happy hacking! #kedro #hacktoberfest #opensource #python #mlops
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Introducing a Kedro extension for VS Code! 🔶
We're excited to announce a Kedro extension for VS Code, which integrates Kedro projects with Visual Studio Code. It's designed to streamline your workflow and enhance your productivity with features such as enhanced code navigation and autocompletion.
Do you want to learn more? Watch Nok, the engineer who led the implementation, explain how it works:
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Introducing a Kedro extension for VS Code! 🔶
We're excited to announce a Kedro extension for VS Code, which integrates Kedro projects with Visual Studio Code. It's designed to streamline your workflow and enhance your productivity with features such as enhanced code navigation and autocompletion.
Do you want to learn more? Watch Nok, the engineer who led the implementation, explain how it works:
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@python_es Analizar datos con #Polars 🐻❄️ y #Kedro 🔶 https://github.com/astrojuanlu/kedro-pypi-monitor
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In the pipeline: July 2024 edition! 🔶
This month we review the latest releases across the Kedro ecosystem, celebrate the PyData London workshop delivered by two TSC members, and much more.
Will you be at EuroPython in Prague next week? Don't miss Juan Luis' workshop about MLOps! (And follow @europython)
Full blog post:
https://kedro.org/blog/in-the-pipeline-kedro-news-07-24
#kedro #python #pydata #datascience #mlops #kedroviz #datapipelines #europython #EuroPython2024
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In the pipeline: July 2024 edition! 🔶
This month we review the latest releases across the Kedro ecosystem, celebrate the PyData London workshop delivered by two TSC members, and much more.
Will you be at EuroPython in Prague next week? Don't miss Juan Luis' workshop about MLOps! (And follow @europython)
Full blog post:
https://kedro.org/blog/in-the-pipeline-kedro-news-07-24
#kedro #python #pydata #datascience #mlops #kedroviz #datapipelines #europython #EuroPython2024
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Just delivered alongside my colleague Deepyaman a workshop on Ibis + Kedro 🔥
Materials here: https://github.com/ibis-project/kedro-ibis-tutorial
Also follow @kedro on Mastodon 🔶
#python #PyData #PyDataLondon #PyDataLondon2024 #kedro #ibis #duckdb
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Today we're celebrating 🎂 5 years 🎂 as an open source project 🔶
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Today we're celebrating 🎂 5 years 🎂 as an open source project 🔶
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In the pipeline: May 2024 edition! 🔶
This month we published several releases across the Kedro ecosystem, got featured in O'Reilly's new book "Software Engineering for Data Scientists", published more videos in our YouTube channel, and got accepted at several Python conferences.
Are you at @pycon? Don't miss Juliana Ferreira's talk about Kedro!
Full blog post:
https://kedro.org/blog/in-the-pipeline-kedro-news-05-24
#kedro #python #pydata #datascience #mlops #kedroviz #datapipelines
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In the pipeline: May 2024 edition! 🔶
This month we published several releases across the Kedro ecosystem, got featured in O'Reilly's new book "Software Engineering for Data Scientists", published more videos in our YouTube channel, and got accepted at several Python conferences.
Are you at @pycon? Don't miss Juliana Ferreira's talk about Kedro!
Full blog post:
https://kedro.org/blog/in-the-pipeline-kedro-news-05-24
#kedro #python #pydata #datascience #mlops #kedroviz #datapipelines
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Get ready for #AMLDEPFL2024 ! 🔥
Join other AI & ML experts to find out the latest in the application of these technologies. We'll be hosting a workshop titled "Who Needs ChatGPT? Rock Solid AI Pipelines with Hugging Face and Kedro" 🔶 more info at ➡️
https://2024.appliedmldays.org/programme-live-1?coday=2024-03-24&embed=&dtFormat=d/m
And follow @amld!
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Get ready for #AMLDEPFL2024 ! 🔥
Join other AI & ML experts to find out the latest in the application of these technologies. We'll be hosting a workshop titled "Who Needs ChatGPT? Rock Solid AI Pipelines with Hugging Face and Kedro" 🔶 more info at ➡️
https://2024.appliedmldays.org/programme-live-1?coday=2024-03-24&embed=&dtFormat=d/m
And follow @amld!
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"In the pipeline", March 2024 edition https://kedro.org/blog/in-the-pipeline-kedro-news-03-24
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"In the pipeline", March 2024 edition https://kedro.org/blog/in-the-pipeline-kedro-news-03-24
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New edition of our monthly "In the pipeline" post 🔶
From the latest news to upcoming events and interesting topics, “In the Pipeline” is overflowing with updates for the Kedro community.
This month we look back on our recent releases, spread the news about our upcoming workshop at #AMLDEPFL2024, and share with you a new video by @astrojuanlu that covers what's new in Kedro 0.19 🔥
https://youtu.be/f_KSUBLO3a4?si=6H8efy8LjAeM5irx
(Link to blog post in thread)
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New edition of our monthly "In the pipeline" post 🔶
From the latest news to upcoming events and interesting topics, “In the Pipeline” is overflowing with updates for the Kedro community.
This month we look back on our recent releases, spread the news about our upcoming workshop at #AMLDEPFL2024, and share with you a new video by @astrojuanlu that covers what's new in Kedro 0.19 🔥
https://youtu.be/f_KSUBLO3a4?si=6H8efy8LjAeM5irx
(Link to blog post in thread)
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This version also includes other improvements such as a reworked mechanism for adding previews to your datasets, compatibility with Pydantic V2, and
a number of bug fixes.Let us know what you think!
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This version also includes other improvements such as a reworked mechanism for adding previews to your datasets, compatibility with Pydantic V2, and
a number of bug fixes.Let us know what you think!
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More releases: Kedro-Viz 8.0 is out! 🔶
The new version adds more officially supported platforms for our Publish & Share functionality, this time Azure and Google Cloud Platform. This feature enables you to hare your pipeline visualisation with other users, without the need for them to install Kedro-Viz. Detailed instructions are available in our documentation:
https://docs.kedro.org/projects/kedro-viz/en/stable/share_kedro_viz.html
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More releases: Kedro-Viz 8.0 is out! 🔶
The new version adds more officially supported platforms for our Publish & Share functionality, this time Azure and Google Cloud Platform. This feature enables you to hare your pipeline visualisation with other users, without the need for them to install Kedro-Viz. Detailed instructions are available in our documentation:
https://docs.kedro.org/projects/kedro-viz/en/stable/share_kedro_viz.html
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In addition, we also shipped a new MatlabDataset which uses SciPy to load and save .mat files, preview functionality for matplotlib, Plotly, and tracking datasets, support for additional parameters for sqlalchemy when using SQL datasets, and a number of bug fixes.
There is more cool stuff we want to tell you about in the coming days 🥁 Stay tuned!
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In addition, we also shipped a new MatlabDataset which uses SciPy to load and save .mat files, preview functionality for matplotlib, Plotly, and tracking datasets, support for additional parameters for sqlalchemy when using SQL datasets, and a number of bug fixes.
There is more cool stuff we want to tell you about in the coming days 🥁 Stay tuned!
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This has been release week for lots of Kedro packages 🎉 Including Kedro 0.19.3 and kedro-datasets 2.1.0! 📣
The main addition is the new %load_node line magic to load and debug nodes, compatible with IPython, Jupyter, VSCode, and Databricks. This means you can now prototype Kedro nodes faster in the notebook platform of your choice!
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This has been release week for lots of Kedro packages 🎉 Including Kedro 0.19.3 and kedro-datasets 2.1.0! 📣
The main addition is the new %load_node line magic to load and debug nodes, compatible with IPython, Jupyter, VSCode, and Databricks. This means you can now prototype Kedro nodes faster in the notebook platform of your choice!
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We're thrilled to announce that Kedro has been featured in DataCamp's list of top MLOps tools for 2023! 🌟 This recognition underscores Kedro's value as a vital workflow tool for data scientists, data engineers, and machine-learning engineers. A huge thank you to DataCamp for the recognition and to our vibrant community for your continued support and contributions!
https://www.datacamp.com/blog/top-mlops-tools
#Kedro #MLOps #DataScience #MachineLearning #DataCamp #python
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We're thrilled to announce that Kedro has been featured in DataCamp's list of top MLOps tools for 2023! 🌟 This recognition underscores Kedro's value as a vital workflow tool for data scientists, data engineers, and machine-learning engineers. A huge thank you to DataCamp for the recognition and to our vibrant community for your continued support and contributions!
https://www.datacamp.com/blog/top-mlops-tools
#Kedro #MLOps #DataScience #MachineLearning #DataCamp #python
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New blog post: Building scalable data pipelines with Kedro and Ibis 🔶
Learn how to roll together the flexibility and familiarity of Python, the scale and performance of modern SQL, and software engineering best-practice using Kedro pipelines.
This blog post was written by Deepyaman Datta from Voltron Data.
https://kedro.org/blog/building-scalable-data-pipelines-with-kedro-and-ibis
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New blog post: Building scalable data pipelines with Kedro and Ibis 🔶
Learn how to roll together the flexibility and familiarity of Python, the scale and performance of modern SQL, and software engineering best-practice using Kedro pipelines.
This blog post was written by Deepyaman Datta from Voltron Data.
https://kedro.org/blog/building-scalable-data-pipelines-with-kedro-and-ibis
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Kedro will be present at @amld! Check out the workshop "Who Needs ChatGPT? Rock Solid AI Pipelines with Hugging Face and Kedro" 🔶
#python #kedro #ai #huggingface #AMLDEPFL2024
#AMLD2024
#AI
#Innovation
#AMLDCommunity
#TechConference
#MachineLearning -
Kedro will be present at @amld! Check out the workshop "Who Needs ChatGPT? Rock Solid AI Pipelines with Hugging Face and Kedro" 🔶
#python #kedro #ai #huggingface #AMLDEPFL2024
#AMLD2024
#AI
#Innovation
#AMLDCommunity
#TechConference
#MachineLearning -
New blog post: Exploring our new release: Kedro 0.19 🔶
We recently unleashed a new major release of Kedro containing a host of new features, bug fixes, and documentation improvements.
Check out our blog post about Kedro 0.19 to find out more about recent enhancements and improvements to Kedro. We’ll walk you through changes to configuration management, dataset loading and more.
Read on: https://kedro.org/blog/explore-kedro-0-19
#opensource #kedro #datascience #dataengineering #mlops #pydata #python
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New blog post: Exploring our new release: Kedro 0.19 🔶
We recently unleashed a new major release of Kedro containing a host of new features, bug fixes, and documentation improvements.
Check out our blog post about Kedro 0.19 to find out more about recent enhancements and improvements to Kedro. We’ll walk you through changes to configuration management, dataset loading and more.
Read on: https://kedro.org/blog/explore-kedro-0-19
#opensource #kedro #datascience #dataengineering #mlops #pydata #python
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And remember, you can now watch our new video course to learn more about Kedro!
https://www.youtube.com/playlist?list=PL-JJgymPjK5LddZXbIzp9LWurkLGgB-nY
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And remember, you can now watch our new video course to learn more about Kedro!
https://www.youtube.com/playlist?list=PL-JJgymPjK5LddZXbIzp9LWurkLGgB-nY
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And much more! Kedro 0.19 is a new major release that contains some breaking changes with respect to 0.18.x. Make sure to read the full release notes online, as well as the migration guide:
https://github.com/kedro-org/kedro/blob/main/RELEASE.md#release-0190
This wouldn't have been possible without the members of the Kedro TSC and our community contributors 💛
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🎉 We are thrilled to announce that the long-awaited Kedro 0.19 is available! 🔶
Install it now with pip or conda:
```
pip install kedro==0.19.1
conda/mamba/micromamba install -c conda-forge kedro=0.19.1
```This is a summary of what you'll find: 🧵
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Today Juan Luis Cano Rodríguez from QuantumBlack, AI by McKinsey will give a workshop at PyData Global titled "Who needs ChatGPT? Rock solid AI pipelines with Hugging Face and Kedro" in which attendees will learn how to create a complex AI pipeline using Hugging Face transformers and turn it into a Kedro project that cleanly separates code from configuration and data.
Tune in at 16:00 UTC! https://global2023.pydata.org/cfp/talk/NFZDPN/
#python #pydata #pydataglobal #pydataglobal2023 #kedro #huggingface #aipipelines
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@andypiper I'm working on a #Kedro pipeline that reads post from a public timeline, summarizes them, and emits a report of sorts https://github.com/astrojuanlu/talk-kedro-huggingface @kedro
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Big announcement: our 3 hour video introduction to Kedro is live! 🔥 https://youtube.com/playlist?list=PL-JJgymPjK5LddZXbIzp9LWurkLGgB-nY&si=EED0GXyBPxP5osUT
The course covers an introduction to what Kedro is, a walkthrough of the Spaceflights tutorial using both Jupyter Notebook and VSCode, new stuff in Kedro 0.18 like dataset factories and the OmegaConfigLoader, how to use S3 and MinIO for your filepaths, and how to deploy Kedro to a Docker image or Airflow.
We hope you enjoy it! 🔶
#python #pydata #datascience #datapipelines #kedro #kedroviz
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New blog post: How to share a Kedro-Viz pipeline visualisation 🔶
In this blog post, our colleague Nero Okwa explains how to set up and use "publish and share" to host a Kedro-Viz project on Amazon S3, one of our most requested features.
https://kedro.org/blog/how-to-share-a-kedro-viz-pipeline-visualisation
#kedro #python #pydata #datascience #dataviz #dashboarding #datapipelines
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Kedro-Viz 6.7.0 is out! 🔶
This release allows you to run Kedro-Viz on a URL subpath and anticipates a breaking change in the CLI by adding a deprecation warning. We also fixed a couple of bugs related to experiment tracking and the shareable URL modal.
Install Kedro-Viz now with pip or conda:
```
pip install kedro-viz==6.6.0
conda install -c conda-forge kedro-viz=6.6.0
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In the Pipeline: November 2023 edition! 🔶
This month: New releases across the board, upcoming removals in Kedro 0.19, a successful #Hacktoberfest, meet our Kedroid of the month, Kedro at #PyConES23 and #UbuntuSummit2023, and more!
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More releases this week! 🔥
kedro-datasets 1.8, kedro-airflow 0.7, kedro-docker 0.4 and kedro-telemetry 0.3 all added support for Python 3.11 and removed support for Python 3.7. In addition, we added a `polars.LazyPolarsDataset` and switched to lazy loading database connections to improve performance of commands that don't need them.
Browse all our official plugins on GitHub https://github.com/kedro-org/kedro-plugins/
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Kedro-Viz 6.6.1 is out! 🔶
Optional plugins are now skipped when running Kedro-Viz, and we fixed a couple of compatibility bugs.
Install Kedro-Viz now with pip or conda:
```
pip install kedro-viz==6.6.0
conda install -c conda-forge kedro-viz=6.6.0
``` -
Kedro 0.18.14 is out! 🔶
We added support to customise the pipeline directory structure, made substantial improvements to the docs, squashed a few bugs, and had a record number of community contributions thanks to #Hacktoberfest. Watch out for 0.19.0!
Install it now with pip or conda:
```
pip install kedro==0.18.14
conda install -c conda-forge kedro=0.18.14
```And read the complete release notes online: https://github.com/kedro-org/kedro/blob/main/RELEASE.md#release-01814