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Introduction to Apache Airflow: author, schedule and monitor workflows

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Introduction to Apache Airflow: author, schedule and monitor workflows

Detalles

Apache Airflow is one of the most popular tools for implementing data engineering, machine learning, and DevOps workflows, and it is used by more than 200 companies such as Airbnb, Yahoo, Paypal, Intel or Stripe.

Airflow allows to programmatically author, schedule and monitor workflows, which are sequence of tasks, started on a schedule or triggered by an event, and it is frequently used to handle big data processing pipelines.

We are going to work with Airflow from scratch and write our first DAG, accordingly to:
- airflow operators,
- operators that we write by ourselves,
- our own pipelines, using a small operator.

If time permits, we are also going to find out how to add operators using MongoDB operators.

What to bring:
This is an IN-PERSON hands-on workshop, so you will need to bring your own laptop.

Requirements:
Follow the instructions to install some packages and let's work as much as possible! https://gitlab.com/ebuitragod/airflow-playground/-/blob/master/paso-a-paso.txt

Speaker: Esperanza Buitrago
Level: Intermediate
Language: English

***

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• What to bring
This is a hands-on workshop, so you will need a laptop.

• Please remember our attendance policy: https://www.meetup.com/PyLadies-BCN/messages/81834174/.

In short:

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• Code of Conduct
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Medidas de seguridad de la COVID-19

Mascarillas obligatorias
Vacuna contra la COVID-19 obligatoria
El evento se celebrará en interiores
- We will ask all in-person attendees to show a vaccination certificate or have a negative covid test taken in the 24 hours previous to the event. - Mask will be required to wear at all times. - We will have a reduced attendance ratio. - Sanitizer gel will be available.
El anfitrión del evento establece las anteriores medidas de seguridad para este evento. Meetup no es responsable de garantizar, ni de verificar de forma independiente, que se sigan estas precauciones.
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