Re: [DISCUSS] Reduce (remove?) automated imports in Airflow 2.0

2020-02-21 Thread Jarek Potiuk
So.. In the meantime our new contributor Matt implemented the move and we are merging it https://github.com/apache/airflow/pull/7456 as we have already several approvals. I hope it will help us to move faster a bit :) We might have another discussions on the models __init__.py stuff removal and pl

Re: Airflow and Machine Learning

2020-02-21 Thread Massy Bourennani
Hi all, We are using Airflow to put batch ML models in production (only the prediction is done). [image: image.png] Above is an example of a DAG we are using to execute an ML model written in Python (scikit learn) 1. At first, data is extracted from BigQuery. The SQL query is on a DS owned

Re: [DISCUSS] AIP-31: Airflow functional DAG API

2020-02-21 Thread Dan Davydov
Here is the link to the AIP for folk's convenience: https://cwiki.apache.org/confluence/display/AIRFLOW/AIP-31%3A+Airflow+functional+DAG+API The proposal and this all looks really good to me :)! I do want to call out to others that it's important we get the interface 95%+ right from the get-go sin

[DISCUSS] AIP-31: Airflow functional DAG API

2020-02-21 Thread Gerard Casas Saez
Hi everyone, Sending a new message to everyone to gather feedback on the AIP-31 about Airflow functional DAG API. This was initially discussed and proposed in   [DISCUSS] Airflow functional DAGs. After leaving open a small doc to iterate on the proposal for a couple weeks, I decided to move forw

Re: [DISCUSS] AIP-4 System tests

2020-02-21 Thread Jarek Potiuk
Any more comments for system tests? I would love to vote on the AIP-4 and my current proposal would be : 1) Let's try to automate system test execution (starting with GCP as it is close to be ready). That would most likely be with Github Actions - details to be worked on. 2) We can do it to automa