👋 Hi everyone! WELCOME TO BYTEWAX COMMUNITY SLACK!

👋

👋 Hi everyone!

hiya, everybody!!!

Time to fire up this community slack 🙂 there have been a lot of changes recently! 1. Bytewax pivoted from a serverless ML platform to a stream processing framework 2. Bytewax is now open source - https://github.com/bytewax/bytewax 3. We launched a blog and there is an official “Announcing Bytewax” post - https://www.bytewax.io/blog/bytewax/ 4. We are on twitter and LinkedIn. We are really thankful for everyone who has helped us along our journey so far! Any repo stars, twitter follows and retweets would be extremely appreciated. 🙏 ❤️

Hi folks, hot on the heels of our first release, we released Bytewax 0.7.1 yesterday, adding the ability to run Bytewax dataflows in Jupyter notebooks. https://github.com/bytewax/bytewax/releases/tag/v0.7.1

We dropped a new blog post showcasing how to build an anomaly detection system with Bytewax and the even streaming system platform, Redpanda. Check it out! https://www.bytewax.io/blog/anomaly-detection-bw-rpk/

We recently released version 0.8.0 for Bytewax. There are so many awesome changes in here to many to list them all here… so you should check out the release notes https://github.com/bytewax/bytewax/releases/tag/v0.8.0.

A big shout-out to @straight-shoe-76821 for making this PR with a dataflow example with the apriori algorithm! https://twitter.com/bytewax/status/1511468775333265408

There have been a number of questions around how and where to deploy dataflows. We wanted to do something different from the norm of making users learn an additional infrastructure framework so we built waxctl to leverage Kubernetes to do this. You can run dataflows easily on your existing k8s infrastructure or any cloud k8s service. Thanks @wooden-hairdresser-8570 for all the awesome work here! https://bytewax.io/blog/execution-in-k8s/ Check it out! We would also love your feedback on where else you’d like to be able to run Bytewax. Let us know.

hi! we released waxctl 0.3.0 version which includes new batch mode (more info running

waxctl df deploy --help

) you can download it from: bytewax.io/downloads

hey there! we released waxctl 0.4.0, which allows you to load dataflow deploy parameters from a config file (supported formats are: json, yaml, toml, envfile, hcl, and java properties) bytewax.io/downloads

Hi! In our GCP logs bytewax containers are named “process”. Can’t find any options to change this in the helm chart. Is it possible to change this?

hi! you're right, our helm chart doesn't have a dynamic container name, so there isn't a value that you can specify to change that. I think you could modify the chart template of the statefulset. For that, you need to fetch the helm chart locally and after the template modification you need to upload it to someplace accessible to your CI/CD (I remember that you use GitHub actions to deploy)

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If you aren’t in the #C033S9YCND7 channel, come on over so you don’t miss fun things like the v0.12.0 release today and the new Twitter blog post on Tuesday. On that note, we also have #C035LJ7URAQ and #C035SBNBECW if you haven’t already joined those channels.

Result of asking Chat GPT to write a Bytewax dataflow 😮:

A bytewax dataflow is a visual representation of the flow of data through a system. It typically consists of a series of interconnected nodes, where each node represents a step in the process. Data enters the system through an input node, flows through the various processing nodes, and is ultimately output through an output node.

Here is an example of a simple bytewax dataflow:

    The input node receives raw data from an external source.
    The data is cleaned and transformed in the "clean and transform" node.
    The transformed data is fed into a machine learning model in the "train model" node.
    The trained model is used to make predictions in the "predict" node.
    The predictions are output through the output node.

This is just one example of a bytewax dataflow, and the specific steps and nodes will vary depending on the specific application. However, the general idea is the same: data flows through the system, undergoing various transformations and processing steps, until it is ultimately output in a usable form.

Ha! Pretty good. Are you going to put that on the website?

has renamed the channel from "general" to "lets-begin"

set the channel description: Welcome to the Bytewax Slack community! This is the place to get started and find community resources (check pinned messages)

You're here! 🎉🐝 🐝 🐝 We're so happy to see you in Bytewax! The Bytewax community is powered by Bytewax, Bytewax is an open source Python framework for building highly scalable dataflows in a streaming or batch context. The Bytewax Slack is the place to get product help, share expertise, and connect with fellow technologists everywhere. We collected some useful resources to help you get started in our Slack community. 1. Community conduct: It's important that this community is a healthy and inclusive space. We follow this code of conduct. 2. Tips for building your profile. Add your: ◦ Real name in the Full name field (to help build relationships that can be extended elsewhere) ◦ Preferred Display name ◦ Role and employer in the What I do field stylized as "Role @ Employer" ◦ Profile photo (your LinkedIn photo works great!) ◦ Share your favorite links and emoji. These simple details help fellow Bytewax users get to know each other. 3. Say hey: Introduce yourself in #C035LJ7URAQ. There's no one way to introduce yourself, but community members often share a few fun notes about their backgrounds, their goals, and their favorite things. Something like: ... Hey! I'm Oli, Director of DevRel & Operations at Bytewax. Background: I'm a software engineer who switched gears and enjoys working at the intersection of technology and communities. Goal: I want you to feel welcomed and empowered to both learn and share about Bytewax and data streaming in general. Favorite emoji: 🥲 ... Channel directory #C033S9YCND7: Community-wide notifications and announcements from the Bytewax team. #C027WSSF273: A place to post non-community related chatter, ideas, musings, and other things to surprise and delight. #C035SBNBECW: Ask questions and share answers here. #C04HC6U4TEJ: Find out where you can meet us and share relevant events, meetups, and happenings that others might like to join. #C04HJMDD927: Share great job opportunities or find your next role. #C04HM8Y4M6G: Share helpful content and resources and see what others are creating. #C027J7E9HPC: Welcome to the Bytewax Slack community! This is the place to get started and find community resources. #C035LJ7URAQ: Meet and greet fellow technologists—great conversations start with hello. Star us on GitHub: https://github.com/bytewax/bytewax Follow us on Twitter: https://twitter.com/bytewax Check out our LinkedIn page: https://www.linkedin.com/company/bytewax Read our blog: Find our collection of blog posts on our website Get in touch Got questions? Comments? Have an idea for a new channel? Your Community host is @handsome-room-99699 ❤️

You’re here! 🎉🐝 🐝 🐝 We’re so happy to see you in Bytewax! The Bytewax community is powered by Bytewax, Bytewax is an open source Python framework for building highly scalable dataflows in a streaming or batch context. The Bytewax Slack is the place to get product help, share expertise, and connect with fellow technologists everywhere. We collected some useful resources to help you get started in our Slack community. 1. Community conduct: It’s important that this community is a healthy and inclusive space. We follow Django’s code of conduct. 2. Tips for building your profile. Add your: ◦ Real name in the Full name field (to help build relationships that can be extended elsewhere) ◦ Preferred Display name ◦ Role and employer in the What I do field stylized as “Role @ Employer” ◦ Profile photo (your LinkedIn photo works great!) ◦ Share your favorite links and emoji. These simple details help fellow Bytewax users get to know each other. 3. Say hey: Introduce yourself in #C035LJ7URAQ. There’s no one way to introduce yourself, but community members often share a few fun notes about their backgrounds, their goals, and their favorite things. Something like:

Hey! I'm Oli, Director of DevRel & Operations at Bytewax.
Background: I'm a software engineer who switched gears and enjoys working at the intersection of technology and communities.
Goal: I want you to feel welcomed and empowered to both learn and share about Bytewax and data streaming in general.
Favorite emoji: :smiling_face_with_tear:

Channel directory #C033S9YCND7: Community-wide notifications and announcements from the Bytewax team. #C027WSSF273: A place to post non-community related chatter, ideas, musings, and other things to surprise and delight. #C035SBNBECW: Ask questions and share answers here. #C04HC6U4TEJ: Find out where you can meet us and share relevant events, meetups, and happenings that others might like to join. #C04HJMDD927: Share great job opportunities or find your next role. #C04HM8Y4M6G: Share helpful content and resources and see what others are creating. #C027J7E9HPC: Welcome to the Bytewax Slack community! This is the place to get started and find community resources. #C035LJ7URAQ: Meet and greet fellow technologists—great conversations start with hello. Star us on GitHub: https://github.com/bytewax/bytewax Follow us on Twitter: https://twitter.com/bytewax Check out our LinkedIn page: https://www.linkedin.com/company/bytewax Read our blog: Find our collection of blog posts on our website Get in touch Got questions? Comments? Have an idea for a new channel? Your Community host is @handsome-room-99699

*​You're here!*​ 🐝💛🎉 We're so happy to see you in Bytewax! The Bytewax community is powered by Bytewax, Bytewax is an open source Python framework for building highly scalable dataflows in a streaming or batch context. The Bytewax Slack is the place to get product help, share expertise, and connect with fellow technologists everywhere. We collected some useful resources to help you get started in our Slack community. 1. *​Community conduct*​: It's important that this community is a healthy and inclusive space. We follow Django's code of conduct. 2. *​Tips for building your profile.*​ Add your: • Real name in the *​Full name*​ field (to help build relationships that can be extended elsewhere) • Preferred *​Display name*​ • Role and employer in the *​What I Do*​ field stylized as "Role @ Employer" • *​Profile photo*​ (your LinkedIn photo works great!) • *​Share your favorite links and emoji*​. These simple details help fellow Bytewax users get to know each other. 1. *​Say hey*​: Introduce yourself in <https://bytewaxcommunity.slack.com/archives/C035LJ7URAQ|*​#C035LJ7URAQ*​>. There's no one way to introduce yourself, but community members often share a few fun notes about their backgrounds, their goals, and their favorite things. Something like:

Hey! I'm Oli, Director of DevRel & Operations at Bytewax.
*​Background*​: I'm a software engineer who switched gears and enjoys working at the intersection of technology and communities.
*​Goal*​: I want you to feel welcomed and empowered to both learn and share about Bytewax and data streaming in general.
*​Favorite emoji*​: 😅

*​Channel directory*​ <https://bytewaxcommunity.slack.com/archives/C033S9YCND7|*​#C033S9YCND7*​>: Community-wide notifications and announcements from the Bytewax team. <https://bytewaxcommunity.slack.com/archives/C027WSSF273|*​#C027WSSF273*​>: A place to post non-community related chatter, ideas, musings, and other things to surprise and delight. <https://bytewaxcommunity.slack.com/archives/C035SBNBECW|*​#C035SBNBECW*​>: Ask questions and share answers here. <https://bytewaxcommunity.slack.com/archives/C04HC6U4TEJ|*​#C04HC6U4TEJ*​>: Find out where you can meet us and share relevant events, meetups, and happenings that others might like to join. <https://bytewaxcommunity.slack.com/archives/C04HJMDD927|*​#C04HJMDD927*​>: Share great job opportunities or find your next role. <https://bytewaxcommunity.slack.com/archives/C04HM8Y4M6G|*​#C04HM8Y4M6G*​>: Share helpful content and resources and see what others are creating. <https://bytewaxcommunity.slack.com/archives/C027J7E9HPC|*​#C027J7E9HPC*​>*​:*​ Welcome to the Bytewax Slack community! This is the place to get started and find community resources. <https://bytewaxcommunity.slack.com/archives/C035LJ7URAQ|*​#C035LJ7URAQ*​>: Meet and greet fellow technologists—great conversations start with hello. *​Star us on GitHub:*​ https://github.com/bytewax/bytewax *​Follow us on Twitter:*​ https://twitter.com/bytewax *​Check out our LinkedIn page:*​ https://www.linkedin.com/company/bytewax *​Read our blog*​: Find our collection of blog posts on our website *​Get in touch*​ Got questions? Comments? Have an idea for a new channel? Your Community host is @Oli

Excited to get started!

You’re here! 🎉🐝 🐝 🐝 We’re so happy to see you in Bytewax! The Bytewax community is powered by Bytewax, Bytewax is an open source Python framework for building highly scalable dataflows in a streaming or batch context. The Bytewax Slack is the place to get product help, share expertise, and connect with fellow technologists everywhere. We collected some useful resources to help you get started in our Slack community. 1. Community conduct: It’s important that this community is a healthy and inclusive space. We follow Django’s code of conduct. 2. Tips for building your profile. Add your: ◦ Real name in the Full name field (to help build relationships that can be extended elsewhere) ◦ Preferred Display name ◦ Role and employer in the What I do field stylized as “Role @ Employer” ◦ Profile photo (your LinkedIn photo works great!) ◦ Share your favorite links and emoji. These simple details help fellow Bytewax users get to know each other. 3. Say hey: Introduce yourself in #C035LJ7URAQ. There’s no one way to introduce yourself, but community members often share a few fun notes about their backgrounds, their goals, and their favorite things. Something like: ... Hey! I’m Oli, Director of DevRel & Operations at Bytewax. Background: I’m a software engineer who switched gears and enjoys working at the intersection of technology and communities. Goal: I want you to feel welcomed and empowered to both learn and share about Bytewax and data streaming in general. Favorite emoji: 🥲 ... Channel directory #C033S9YCND7: Community-wide notifications and announcements from the Bytewax team. #C027WSSF273: A place to post non-community related chatter, ideas, musings, and other things to surprise and delight. #C035SBNBECW: Ask questions and share answers here. #C04HC6U4TEJ: Find out where you can meet us and share relevant events, meetups, and happenings that others might like to join. #C04HJMDD927: Share great job opportunities or find your next role. #C04HM8Y4M6G: Share helpful content and resources and see what others are creating. #C027J7E9HPC: Welcome to the Bytewax Slack community! This is the place to get started and find community resources. #C035LJ7URAQ: Meet and greet fellow technologists—great conversations start with hello. Star us on GitHub: https://github.com/bytewax/bytewax Follow us on Twitter: https://twitter.com/bytewax Check out our LinkedIn page: https://www.linkedin.com/company/bytewax Read our blog: Find our collection of blog posts on our website Subscribe to our newsletter: https://bytewax.substack.com/ Get in touch Got questions? Comments? Have an idea for a new channel? Your Community host is @handsome-room-99699

👋 Hi everyone!