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Apache AVRO [1] is one but it has been largely replaced by Apache Parquet [2] which is a hybrid row/columnar format

[1] https://avro.apache.org/

[2] https://parquet.apache.org/


As a note, Iceberg also supports AVRO in addition to Parquet (and ORC).


I have been following RA for years now. There is a small public company (OMX:SYNACT) I found that are in its Phase 2b with a medication that looks very promising. They completed their Phase 2a with statistical significance in a couple of key indicators. It looks like to be on par with JAK inhibitors but with a cleaner safety profile and no need for injections.

Unlike the JAK inhibitors that suppresses the immune system, their pill instead resolves the inflammation by activating receptor 1 and 3 in the melanocortin system. Phase 2b completes this summer and I am personally super excited to see the results.


What are the other option(s) for AWS credentials which would be more secure in this scenario?


The target account would need to allow explicit access to our account via an AWS policy. See the docs: https://aws.amazon.com/premiumsupport/knowledge-center/cross...

This is actually the approach we take for connecting to Google Services.


sts:AssumeRole or its friend sts:AssumeRoleWithWebIdentity


When looking at the linked archives [1] it seems that they sit at around 4GB/day. Is that really all of the data that the US stock market generates a day? I thought it would be at least 10x that.

[1] https://iextrading.com/trading/market-data/


Its only data for flows going through IEX, less than 3% market volume

https://iextrading.com/stats/


I thought it was more or less required to defend your trademark, else you could loose it.


He also needs to have registered it in the first place. Trademarks are not automatic like copyright is.

I didn't try very hard, but I couldn't find a "curl" trademark here for software:

http://tmsearch.uspto.gov/bin/gate.exe?f=tess&state=4808:iz1...


Sort of. The USA you can claim trademark rights without a registered trademark; that's the difference between ™ and ®.

But the law follows "use it or lose it" rules. If you don't defend your trademark, then in the eyes of the court it is no longer a trademark.


Hold on, that's "defend it or lose it". Author of libcurl clearly is using the name, there are new releases coming out quite often.


My wording was unclear, yes. If you aren't defending it, you aren't using it as a trademark.

Think of the term literally; if it's not exclusive to you, it's not longer a "mark" of your specific "trade". It's just a "mark".


Fair enough.


>He also needs to have registered it in the first place.

Not true. Unregistered marks can still be defended (it's just harder).

That's why there's both ™ and ® symbols. Trademark and Registered Trademark.


That's true. But he's allowed to choose to lose it, or to discuss with Google and grant a trademark license.


Can you as a vendor charge for your images or do you need to publish your work free of charge?


As a vendor you can add a license / subscription for your stack in your 1-Click App image. Some vendors –such as Plesk and cPanel– are already doing this today. We plan to make this easier for both you and your users this year with direct billing.


And if you can charge - what are the terms?


Terms to come as we build out billing this year. Anything specific you'd like to see?


Will you be offering the ability for the vendors to build on a recurring basis? Thanks!


Not sure if you mean `build` or `bill`.

Build: Yup, this is a self service approach where vendors can resubmit images whenever and we can quickly approve.

Bill: Can't confirm any details yet but made sure to note down the request.


I meant “bill,” but thanks for both answers!


@eddiezane, recurrent billing/subscriptions would turbocharge the use of your marketplace for paid images. It would allow vendors to charge a lower upfront amount, which would lower the barrier to experimentation. Users could dive in and, if they like the software, keep the droplet + subscription going indefinitely.

A very DigitalOcean twist would be if you allowed the subscriptions, like the droplets, to be billed per hour.

For instance, a user could deploy a $5 droplet to test a $2 per month image. If the user terminates the image within one hour, the total cost would be 7c for the droplet and 3c for the paid image, totaling 10c. If DO takes a 30% cut, the vendor receives 2c (woo-hoo!). It would be, essentially, a free trial, but with the benefit of establishing the precedent, in the user's mind, of paying for good, supported, server software.

If, however, the user wants to continue using that image, they will pay $5 every month for the droplet and $2 for the image, of which the vendor receives $1.40 every month.

Another very DigitalOcean twist would be if the vendor had the option to charge a percentage of the droplet price, allowing them to charge less to users of the cheapest droplets but more to users of large droplets who are, presumably, deriving more value from their use of the image, and would be more likely to require support from the vendor.

For example, the vendor could set his price at 20% of the droplet cost, meaning that a $5 droplet would cost an additional $1 per month or 1.5c per hour (of which the vendor would receive one cent).

The vendor would make the money necessary for a viable business on larger droplets. For example, on an $80 (16GB) droplet, the image cost would be $16 per month, of which the vendor would receive $11.20.

An image with a hundred or so large users and a few thousand small users would become a viable business that the vendor could energetically promote outside DO, pulling more users into the DO platform.

My hope is that DigitalOcean will approach this marketplace with imagination, not make too many presumptions about how it should evolve and allow actual demand to shape it. While it is good to showcase the images that are going to be useful to a huge number of users, such as the generic WordPress image, your marketplace could truly soar by allowing a vast hinterland of lesser-used images, that, cumulatively, would result in far more usage. Let a million forks bloom. It would differentiate you from all the other hosts who offer one-click generic WordPress.

For example, imagine if thousands of WordPress plugin and theme creators decided that pointing towards their DO Marketplace image was the easiest way to get their customers up-and-running, and the most effective way to continue getting paid for their work. At a stroke, DO would be harvesting a 30% cut of the massive paid WordPress market AND attracting a vast number of new users to your platform.

Not just WordPress, of course, this applies to all forms of server software. DO is in a unique position here to create something akin to the explosion in mobile software development that the App Store sparked in 2008. It would allow thousands of independent developers to create thriving businesses that deliver real value to millions of users, while truly differentiating DigitalOcean.


Could you father children while being on TRT? I have heard that there is a chance that you can become infertile while on it, and after you quit, there is a chance that your "system" does not start up again.


Yes, TRT doesn't make you sterile. But it likely lowers the quality of your sperm. There is a small chance of becoming infertile and there's a small chance your system won't start up again if you decide to stop. Generally though, for people that have naturally low levels and are on TRT, they wouldn't want to stop and return to those levels after experiencing life at normal/high levels.


You can use components for this scenario https://tailwindcss.com/docs/extracting-components


I'd love a tool that lets you keep a history of "cloud migrations", where you write both the "up" and the "down".

We did a dirty solution for this with Ansible. We have a base playbook (with roles and all that jazz) that sets up a server and then we can write patches which are separate playbooks.

After the patch has run we simply store the patchlevel in a file on the server so that we dont "double-apply" any patches on the next patch-run.


I feel really worried about the Kernel project now that they have let Identity Politics breach their walls. These kind of things have a tendency to split a community rather than unite it.

The kernel project is surely one of the most successful software projects ever. Having survived for 20 years, why change a winning formula?

I have always considered Linus un-political and more interested in getting sh*t done and getting it right above anything else, so why he would sign-off on this is a mystery to me.


The community was already split. Those who tolerated his behaviour and those who didn't.


I don't think it was, at least not that black and white. If the community really was that split the project would not have survived for 20 years. Surely we would have seen a fork where the involved factions split off.

I think this is a very vocal minority in play here. From my understanding these changes did not come from any of the core contributors but rather from activists. The used divide and rule; if you don't sign off on our political documents you are with "them" and we will let everyone know what a horrible human being you are.


I said nothing of how big the split was.

It seems the loud voices about how bad the CoC is aren't actually kernel devs...

But there is atleast one known kernel dev who spoke up about Linus' behaviour, and eventually just quit developing for the kernel.

edit: not to mention those who don't want to touch the kernel because of his behaviour. one guy said the only contributions he makes to the kernel are for his employer. if it wasn't for that, he'd not touch it.


So out of ~6k developers you only know of two malcontents? I don't think that is what 'split' means.


That's very good understanding of recent events codeaken, thanks.


For the 30 years where it was one project, the community was split? And now that it has been forked because of outside political issues being forced in, that's the same amount of split as the last 30 years?


There's a fork of linux right now? Where can I read more? A quick search isn't finding it...


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Either that, or some people tend to see "vegetarianism" and "dictatorship/genocide" as orthogonal, while seeing "low-life scum on the internet" and "complaining about too much political correctness" as not orthogonal?


Should the separation not be between ``low-life scum on the internet'' (the far right) and ``not being explicitly politically correct'' (being apolitical)? ``We need more political correctness'' (the far left) is on the reflected axis of ``complaining about too much political correctness'' (the far right).


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Thank you for your well-formulated contribution to the discussion.


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So basically, you are trolling. Thank you for being candid.


>evoking Hitler was a bad way to make your original argument

You'll notice that I was reducing to the reduction to Hitler, not reducing to Hitler himself. And this is not such a long stride to take, as the reduction to nazism had already occurred in the quote that I was criticizing.


No not really, I genuinely think that evoking Hitler was a bad way to make your original argument.


I'm actually not sure about what you are trying to communicate. Are you attempting to mock me for highlighting logical fallacies?


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