Apache Airflow
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Apache Airflow es la herramienta de orquestación de workflows líder para programar y monitorizar pipelines de datos. Con DAGs definidos en Python, escalabilidad horizontal y extensibilidad infinita, garantiza flujos fiables y trazables.
En Itrion gestionamos 75 Airflow instances, ejecutamos 250 DAGs diarios y 45 000 tasks mensuales con una confiabilidad del 99,9 % y tiempos de reschedule inferiores a 5 min.
75
Instances gestionadas
250
DAGs diarios
45 000
Tasks/mes
5 min
T. reschedule
Beneficios clave de Airflow
DAGs en Python
Celery, Kubernetes
Plugins & Hooks
Web UI & Alerts
Componentes esenciales
| Componente | Función | Uso típico |
|---|---|---|
| Scheduler | Planifica DAGs | Ejecuta tareas según cron |
| Executor | Distribuye tasks | Celery / Kubernetes |
| Webserver | UI | Monitorización & triggers |
| Metadata DB | Estado | Postgres / MySQL |
| Workers | Ejecutan tasks | Containerizado |
| CLI | Interfaz | Backfills & variables |
| Hooks & Plugins | Extensiones | Sistemas terceros |
Flujo de orquestación Itrion
Ciclo completo en ≤10 min de definición a ejecución.
Fortalezas de Itrion con Airflow
Razones para elegir Itrion
- • Onboarding en 24 h: Airflow + plugins desplegados con Terraform.
- • Costos optimizados: celery autoscaling y Kubernetes Executor reducen el OPEX un 40 %.
- • Compliance: cifrado de metadatos, auditoría en metastore y RBAC ENS Alta.
- • Soporte 24/7: hotline DevOps con tiempo de respuesta S1 < 10 min.
Apache Airflow is the leading workflow orchestration tool for scheduling and monitoring data pipelines. With Python-defined DAGs, horizontal scalability, and infinite extensibility, it guarantees reliable and traceable flows.
At Itrion, we manage 75 Airflow instances, run 250 DAGs daily and 45,000 tasks monthly with 99.9% reliability and reschedule times under 5 minutes.
75
Managed instances
250
DAGs daily
45,000
Tasks/month
5 min
Reschedule time
Key benefits of Airflow
Python-defined DAGs
Celery, Kubernetes
Plugins & Hooks
Web UI & Alerts
Core components
| Component | Function | Typical use |
|---|---|---|
| Scheduler | Plans DAGs | Runs tasks by cron |
| Executor | Distributes tasks | Celery / Kubernetes |
| Webserver | UI | Monitoring & triggers |
| Metadata DB | Status | Postgres / MySQL |
| Workers | Run tasks | Containerized |
| CLI | Interface | Backfills & variables |
| Hooks & Plugins | Extensions | Third-party systems |
Itrion orchestration flow
Full cycle in ≤10 min from definition to execution.
Itrion strengths with Airflow
Reasons to choose Itrion
- • Onboarding in 24 h: Airflow + plugins deployed with Terraform.
- • Optimized costs: celery autoscaling and Kubernetes Executor reduce OPEX by 40%.
- • Compliance: metadata encryption, metastore audit, and RBAC ENS High.
- • 24/7 support: DevOps hotline with S1 response time < 10 min.
Apache Airflow es la herramienta de orquestación de workflows líder para programar y monitorizar pipelines de datos. Con DAGs definidos en Python, escalabilidad horizontal y extensibilidad infinita, garantiza flujos fiables y trazables.
En Itrion gestionamos 75 Airflow instances, ejecutamos 250 DAGs diarios y 45 000 tasks mensuales con una confiabilidad del 99,9 % y tiempos de reschedule inferiores a 5 min.
75
Instances gestionadas
250
DAGs diarios
45 000
Tasks/mes
5 min
T. reschedule
Beneficios clave de Airflow
DAGs en Python
Celery, Kubernetes
Plugins & Hooks
Web UI & Alerts
Componentes esenciales
| Componente | Función | Uso típico |
|---|---|---|
| Scheduler | Planifica DAGs | Ejecuta tareas según cron |
| Executor | Distribuye tasks | Celery / Kubernetes |
| Webserver | UI | Monitorización & triggers |
| Metadata DB | Estado | Postgres / MySQL |
| Workers | Ejecutan tasks | Containerizado |
| CLI | Interfaz | Backfills & variables |
| Hooks & Plugins | Extensiones | Sistemas terceros |
Flujo de orquestación Itrion
Ciclo completo en ≤10 min de definición a ejecución.
Fortalezas de Itrion con Airflow
Razones para elegir Itrion
- • Onboarding en 24 h: Airflow + plugins desplegados con Terraform.
- • Costos optimizados: celery autoscaling y Kubernetes Executor reducen el OPEX un 40 %.
- • Compliance: cifrado de metadatos, auditoría en metastore y RBAC ENS Alta.
- • Soporte 24/7: hotline DevOps con tiempo de respuesta S1 < 10 min.
Apache Airflow is the leading workflow orchestration tool for scheduling and monitoring data pipelines. With Python-defined DAGs, horizontal scalability, and infinite extensibility, it guarantees reliable and traceable flows.
At Itrion, we manage 75 Airflow instances, run 250 DAGs daily and 45,000 tasks monthly with 99.9% reliability and reschedule times under 5 minutes.
75
Managed instances
250
DAGs daily
45,000
Tasks/month
5 min
Reschedule time
Key benefits of Airflow
Python-defined DAGs
Celery, Kubernetes
Plugins & Hooks
Web UI & Alerts
Core components
| Component | Function | Typical use |
|---|---|---|
| Scheduler | Plans DAGs | Runs tasks by cron |
| Executor | Distributes tasks | Celery / Kubernetes |
| Webserver | UI | Monitoring & triggers |
| Metadata DB | Status | Postgres / MySQL |
| Workers | Run tasks | Containerized |
| CLI | Interface | Backfills & variables |
| Hooks & Plugins | Extensions | Third-party systems |
Itrion orchestration flow
Full cycle in ≤10 min from definition to execution.
Itrion strengths with Airflow
Reasons to choose Itrion
- • Onboarding in 24 h: Airflow + plugins deployed with Terraform.
- • Optimized costs: celery autoscaling and Kubernetes Executor reduce OPEX by 40%.
- • Compliance: metadata encryption, metastore audit, and RBAC ENS High.
- • 24/7 support: DevOps hotline with S1 response time < 10 min.
At Itrion, we provide direct, professional communication aligned with the objectives of each organisation. We diligently address all requests for information, evaluation, or collaboration that we receive, analysing each case with the seriousness it deserves.
If you wish to present us with a project, evaluate a potential solution, or simply gain a qualified insight into a technological or business challenge, we will be delighted to assist you. Your enquiry will be handled with the utmost care by our team.
At Itrion, we provide direct, professional communication aligned with the objectives of each organisation. We diligently address all requests for information, evaluation, or collaboration that we receive, analysing each case with the seriousness it deserves.
If you wish to present us with a project, evaluate a potential solution, or simply gain a qualified insight into a technological or business challenge, we will be delighted to assist you. Your enquiry will be handled with the utmost care by our team.