twurl VS Airflow

After registering a Twitter App, make sure to enable Read/Write permissions in the App settings. Create an .env file in the root of the project based on .env.example. We can use this data in our file with an object like this:

Hello guys! I have spent a few hours now, trying to get my tweepy to work. I have made an app on developer.twitter.com, trying to post somwthing on twitter. I feel like I have tried everything, and I have even consulted my friend ChatGPT for help, but I keep getting lost in the documentation and GPT is of no help in this case!

Please visit developer.twitter.com to sign up to our new Free, Basic or Enterprise access tiers.

In the meantime, you can learn more about the Twitter API v2 and find resources on developer.twitter.com. We appreciate your continued interest in developing on the Twitter API.

As a prerequisite, you need a Twitter Developer account. With a Twitter account, it's easy: navigate to https://developer.twitter.com and register a new app. Make sure that you create a Twitter app that has read and write permissions!

This kind of has us scrambling a bit, actually. Not because we'd have to pay per se, but rather we've been using their API for so long on our website (and def still on v1.1) that now when we check the developer site it just funnels to a "Sign up" and no longer shows us our existing/old apps, so we cannot find/figure out which account was linked to our production credentials (and that's really on us for not staying on top of which account that was).

To start the process to become a "Twitter developer" visit developer.twitter.com, sign-in and start the process... It may be an annoying process with manually reviews.

Twitter API

2 - Create a developer account that you will associate with your Twitter account. To do this, go to https://developer.twitter.com. You click on Sign up, then you will have to follow the instructions and choose the Bot option for the use you will make of the API. Once you have created your account, you will be assigned a Bearer Token. Keep it safe, as you will need it to make your requests later.

To start using Twitter API, you need to register for a developer account (including phone number verification). Once you register, you will be prompted to create the first application. You will immediately receive API Key and API Key Secret – but ignore them, since these are only for OAuth 1.0. Instead, go to your project's dashboard, there go to the App Settings of the only application you created. In application settings, find User authentication settings and click Set up.

Contributing to Apache Airflow's open-source project immersed me in collaborative coding. Experienced maintainers rigorously reviewed my contributions, providing constructive feedback. This ongoing dialogue refined the codebase and honed my understanding of best practices.

In week Two, I contributed to the Apache Airflow repository.

Apache Airflow is an open-source platform to programmatically author, schedule, and monitor workflows. The platform features a web-based user interface and a command-line interface for managing and triggering workflows.

Airflow is the most widely used and well-known tool for orchestrating data workflows. It allows for efficient pipeline construction, scheduling, and monitoring.

AIRFLOW This is more of a library in my opinion, but Airflow has become an essential tool for scheduling in my work. All our ML training pipelines are ordered and scheduled with Airflow and it works seamlessly. The dashboard provided is also fantastic!

I agree there are many options in this space. Two others to consider:

- https://airflow.apache.org/

- https://github.com/spotify/luigi

There are also many Kubernetes based options out there. For the specific use case you specified, you might even consider a plain old Makefile and incrond if you expect these all to run on a single host and be triggered by a new file showing up in a directory…

You can try and contribute some new connectors/operators for workflow managers like Airflow or Airbyte