Discover and read the best of Twitter Threads about #GitLabCI

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Here's a comprehensive thread on how to build a seamless batch-scoring experience.

You will learn how to:

🤖 Design ML pipelines with @DVCorg

🐈 Training with @gitlab and CML

🧪 ML experiments with @Iterativeai Studio

🚢 Deployments with @ApacheAirflow

🧵 [1/6]
🤖 Design #ML pipelines using #DVC! Streamline your process with the following steps:

1️⃣ Data prep

2️⃣ Feature engineering

3️⃣ Model training

4️⃣ Model evaluation

DVC optimizes run time & tracks changes for a more efficient workflow!

Get started with 'dvc exp run' 🚀

🧵 [2/6]
Read 14 tweets
Weird #gitlabci behaviour.

When I use "only: - master", everything's fine (docker login, build, push).

When I use "only: - tags", the "docker login" command fails "Error: Cannot perform an interactive login from a non TTY device".

Any idea?

#gitlab #Docker
If you want to check, it is in this repo: gitlab.com/arnaduga/renta…
Well, problem solved, thanks to a #redditor.

It is not a "weird" behaviour, but a normal one when you misuse the tool (as I did) 😀

The error message indicates the creds are not valued. This is because my Gitlab CI variables were "protected".
Read 4 tweets

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