flow VS sidekiq

We use a macaddr8 that embeds a wall-clock timestamp (so they're ascending order, achieving data locality) with some additional randomness. It's worked really well for us:

https://github.com/estuary/flow/blob/master/supabase/migrati...

we use macaddr8 instead of bigint, because it has a postgres serialization / JSON encoding which lossless-ly round-trips with browsers and it works well with PostgREST. The same CANNOT be said for bigint, which is a huge footgun.

I can't claim to know much about CloudQuery, but we are an open-source platform with CDC connectors from PostgreSQL and materializations to BQ and elsewhere. We also have fully-managed connectors if you don't want to deal with hosting.

This is essentially how we model things in Flow (disclosure: I work there). We call them Derivations, which are data products that are built (derived) from other data products. Each data product (we call them Collections) is backed by a set of append-only logs, so they can be read by many different consumers at different times. IDK if our product can work for you since we don't (yet) support stuff like MQTT, but there's a pretty generous free tier if you'd be able to push the data over HTTP. Either way, I just think it's cool that others have independently arrived at similar ideas about how to model streaming tasks!

We Estuary Git Docs have an open-source connector for Kafka -> Snowflake that could perform the tasks of a) flattening the data and b) removing duplicates via exactly once end to end delivery

Estuary Technology | Backend Engineer | Developer Evangelist | Rust, Go | REMOTE OR HYBRID | UTC-7 to UTC+2

Regional offices in NYC & Columbus, OH

Estuary (https://www.estuary.dev/) is the first real-time Data Operations platform for future-proof pipelines, including both historical and real-time data set up in minutes.

Our team is rapidly growing, VC funded and led by two successful, repeat founders.

We primarily develop in Rust and Go and are heavily built on top of gazette which is an internally developed streaming engine.

Flow: https://github.com/estuary/flow

Gazette: https://gazette.readthedocs.io/en/latest/

Backend Engineer: https://www.estuary.dev/about/#backend

Developer Evangelist: https://www.estuary.dev/about/#developerevangelist

^This is an exciting opportunity to make direct impact and shape user perception of a new product that brings a fresh experience to working with real-time data.

As this is a unique role, we are open to a variety of personas (data engineers, backend developers, Solutions Engineers and of course DevRel professionals).

Estuary offers full health benefits, competitive salary, unlimited PTO, 401K, equity, and a culture that values trust, transparency, and a flexible work environment to optimize your work/life balance.

To apply, send your resume and any questions to [email protected]

Flow Gazette We are looking for a backend engineer who is early in their career (around 1-3 years of industry experience) to join our team.

Estuary Technology | Junior Backend Engineer | Rust, Go | REMOTE OR HYBRID | Regional offices in NYC & Columbus, OH

Estuary (https://www.estuary.dev/) is the first real-time Data Operations platform for future-poof pipelines, including both historical and real-time data set up in minutes.

Our team is rapidly growing, VC funded and led by two successful, repeat founders.

We primarily develop in rust and go and are heavily built on top of gazette which is an internally developed streaming engine.

Flow: https://github.com/estuary/flow

Gazette: https://gazette.readthedocs.io/en/latest/

We are looking for a junior backend engineer with 2-3 years of industry experience.

For engineers who have an unquenched curiosity and drive to solve complex distributed systems problems, this is an opportunity to advance your career alongside a team of subject matter experts.

We are focused on expanding our catalog of open-source data connectors and building out our managed service platform.

ESTIMATED COMPENSATION: $110,000 - $150,000.

Estuary offers full health benefits, competitive salary, unlimited PTO, 401K, equity, and a culture that values trust, transparency, and a flexible work environment to optimize your work/life balance.

Email your resume to [email protected] to apply!

It does seem like a weird bug that this would cause errors https://github.com/estuary/flow/runs/5642694619?check_suite_... seems like it should be some kind of warning instead of an error?

where you'd subscribe for live updates.

[1]: https://github.com/estuary/flow

Here's some info if you're considering Render. Node docs, and you might also be interested in connecting to MongoDB Atlas. Or you can deploy an instance of MongoDB yourself.

Django is fun! Not sure how helpful this might be, but I work at Render and we have a tutorial on deploying Django as well as an in-depth walk-through for using Django with Saleor for e-commerce. Looking at those might give you some good context and example structures to work with. Good luck!

Ok so i m trying to deploy my app on render.com but i am getting the following error:

- https://render.com/

Render

Cloud Application Hosting for Developers | Render

I understand why you might want to find a free solution, but I wanted to share that Render (where I work) has managed Postgres. You can use it for free for 90 days before deciding if you want to upgrade to a paid plan. I'd recommend a managed instance for a production environment.

I've tried to deploy to render.com on free tier, but it seems that each deploy resets the db.sqlite3 file, and I'd need it to persist.

Not sure if cpanel has this capability but railway.app, render.com, cleavr + aws or digital ocean droplet, coolify(open source) has the capability to set this up for you automatically. If you want to self host ssr manually, you'll need a aws ec2, digital ocean droplet, vultr server or linode server, then install nginx and nodejs, then setup your nuxt server.

Recently, I came to know that Heroku is going to stop supporting free services. I have almost all the projects running in Heroku and I never tried any services. Many people pointed out that Render is the best free alternative to the Heroku. So I am giving it a try by hosting a FastAPI application. Render seems to directly support python frameworks like Flask, Django etc as their documentation mentions them. But we should be able to host FastAPI app as it supports building any python app, we just need to change the starting command. Let's get into it without wasting another minute.