💡 Apache Airflow 2025 Recap
2026 has arrived which marks a great opportunity to review and assess the changes the last year has brought to the ever evolving landscape of open source data tools.
In our new #blog post we look at Apache Airflow and how the leading open source orchestration platform has changed in the last year with the bit v3 major release.
#apacheairflow #airflow #opensource #dataengineering #datascience
Building data pipelines with Java and open source
"The release served as a crucial turning point for the project. Downloads from its GitHub repository increased, and more enterprises adopted the software. Encouraged by this growth, the team envisioned the next generation of Airflow: a modular architecture, a more modern user interface, and a “run anywhere, anytime” feature, enabling it to operate on premises, in the cloud, or on edge devices and handle event-driven and ad hoc scenarios in addition to scheduled tasks. The team delivered on this vision with the launch of Airflow 3.0 last April.
“It was amazing that we managed to ‘rebuild the plane while flying it’ when we worked on Airflow 3—even if we had some temporary issues and glitches,” says Jarek Potiuk, one of the foremost contributors to Airflow and now a member of its project-management committee. “We had to refactor and move a lot of pieces of the software while keeping Airflow 2 running and providing some bug fixes for it.”
Compared with Airflow’s second version, which Koka says had only a few hundred to a thousand downloads per month on GitHub, “now we’re averaging somewhere between 35 to 40 million downloads a month,” he says. The project’s community also soared, with more than 3,000 developers of all skill levels from around the world contributing to Airflow."
https://spectrum.ieee.org/apache-airflow-3-programmatic-workflows
#AirFlow #ApacheAirflow #AirBnB #OpenSource #FLOSS #WorkflowOrchestratror #Python #DataPipelines
Release v1.0.0 · terraform-provider-airflow
🚨 Apache Airflow 3.0.3 flaw (CVE-2025-54831) exposes sensitive connection info, including passwords, tokens & API keys, to read-only users.
🔧 Fix: upgrade to v3.0.4 or later.
💬 Should open-source software handling sensitive data undergo mandatory independent audits before release?
👉 Follow @technadu for more cybersecurity updates.
#CyberSecurity #ApacheAirflow #CVE202554831 #OpenSourceSecurity #DevSecOps #InfoSec #Vulnerability #DataSecurity
🚩 CVE-2025-54831 (HIGH): Apache Airflow 3.0.3 leaks sensitive connection info to users with READ access via API/UI, ignoring config. Upgrade to 3.0.4+, audit roles, and rotate credentials now! https://radar.offseq.com/threat/cve-2025-54831-cwe-213-exposure-of-sensitive-infor-f5fb2b69 #OffSeq #ApacheAirflow #Vuln #Security
Nothing screams "we're a serious data company" like having your CEO resign over a Kiss Cam incident, then hiring your performer's ex-wife to pitch Apache Airflow. Modern corporate communications, everyone! 🎪
New to #ApacheAirflow? Build your first workflow!
Learn how this #opensource orchestration tool helps you schedule, monitor & manage data pipelines in #Python. Watch Ricardo Sueiras guide beginners through hands-on steps.
Click here: https://youtu.be/sdBimSGxAcs
Neues Spielzeug gefunden #airflow ;P
Astronomer lands $93M Series D to boost AI adoption via data orchestration. Their Astro platform, powered by the booming Apache Airflow, helps enterprises manage complex data pipelines needed to operationalize AI effectively.
🎤Ne manquez pas notre conférence aux #RPLL2025 :
Manipulation de la #GED avec Apache Airflow
🗓️jeudi 15 mai à 12:00
📍Hôtel de la Métropole, Lyon
🙋Présentée par @jeremielesage
👉https://jeci.fr/fr/evenements/rpll-atelier-2025/
#LogicielLibre #floss #ApacheAirflow
Troubleshooting Airflow SQL Server Errors: A Case Study of System Task Initialization Failure
Troubleshoot frustrating Airflow SQL Server errors! This post helps diagnose & fix system task initialization failures and other connection issues. Learn to build robust data pipelines. #AirflowSQLServerErrors #DataEngineering #SQLServer #ApacheAirflow #DatabaseConnection #DataPipelines
https://tech-champion.com/database/sql-server/troubleshooting-airflow-sql-server-errors-a-case-study-of-system-tas...
🤖🚀 Ah yes, because nothing says "simple" like melding Apache Airflow and LLM workflows with a side of AI Agents. Just what every developer dreams of: wrestling with Pydantic AI while pretending to control the automation beast. 🛠️✨
https://github.com/astronomer/airflow-ai-sdk #ApacheAirflow #LLMworkflows #AIAgents #PydanticAutomation #DeveloperDreams #HackerNews #ngated
LLM Workflows then Agents: Getting Started with Apache Airflow
https://github.com/astronomer/airflow-ai-sdk
#HackerNews #LLM #Workflows #Agents #ApacheAirflow #DataEngineering #AIWorkflow
Troubleshooting Airflow SQL Server Errors: A Case Study of System Task Initialization Failure
Troubleshoot frustrating Airflow SQL Server errors! This post helps diagnose & fix system task initialization failures and other connection issues. Learn to build robust data pipelines. #AirflowSQLServerErrors #DataEngineering #SQLServer #ApacheAirflow #DatabaseConnection #DataPipelines
https://tech-champion.com/database/sql-server/troubleshooting-airflow-sql-server-errors-a-case-study-of-system-tas...
🍹 C'est l'heure du cocktail de bienvenue proposé par Satya !
- une dose de #ModernDataStack,
- un trait de géo,
- un zeste d'Open Source,
- et beaucoup d'amour 💗.
Cette recette vous est servie dans cet article qui détaille comment le Gard valorise ses géo-données.
:geotribu: https://geotribu.fr/articles/2025/2025-02-25_stack_data_gard/
Relecture 🧐 : @geojulien & Michaël Galien
#PostgreSQL #PostGIS #GDAL #OGR #DBT #Metabase #ApacheAirflow
Just caught up with the recent Delta Lake webinar,
> Revolutionizing Delta Lake workflows on AWS Lambda with Polars, DuckDB, Daft & Rust
Some interesting hints there regarding lightweight processing of big-ish data. Easy to relate to any other framework instead of Lambda, e.g. #ApacheAirflow tasks
#dataengineering #datascience #duckdb #daft #polars #pandas #python #spark #deltalake #databricks #airflow #bigdata #smalldata
If you're using #ApacheAirflow, I'm interested in hearing your use cases for it.
🚀 Apache Airflow: Orchestrierung komplexer Workflows leicht gemacht 🚀
Wenn du eine Lösung suchst, um komplexe Datenpipelines zu verwalten, ist Apache Airflow eine starke Wahl! In unserem neuen Artikel zeigt unser Entwickler, wie Airflow funktioniert, welche Vorteile es bietet und wie es in Bereichen wie maschinellem Lernen eingesetzt wird. 💻✨ Mit Codebeispielen zeigt er, wie du eigene Workflows effizient aufsetzen kannst.
Hast du schon mit Apache Airflow gearbeitet? Welche Erfahrungen hast du gemacht? Lass uns darüber sprechen! 🛠️👇
https://www.elinext.de/blog/einsatz-von-apache-airflow-mit-maschinellem-lernen/
#ApacheAirflow #Datenpipelines #SoftwareEntwicklung #MaschinellesLernen #OpenSource #Tech
📝 "How to build a data extraction pipeline with Apache Airflow"
👤 Déborah Mesquita
#pyladies #python #oldiebutgoodie #apacheairflow #nlp #handsontutorials #editorspick #datascience
