Show HN: I made a Live NBA Games scraper for my automation service business https://ift.tt/3ce53tx

Show HN: I made a Live NBA Games scraper for my automation service business https://ift.tt/3cg39sj January 27, 2021 at 02:48AM

Show HN: Peer-to-peer messaging app that works with or without internet access https://ift.tt/39jX8Jk

Show HN: Peer-to-peer messaging app that works with or without internet access https://ift.tt/31gVJPp January 27, 2021 at 02:10AM

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Show HN: Hide sensitive info while doing live screen sharing or recording video https://ift.tt/2X4U5h8 January 26, 2021 at 10:53PM

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Show HN: Hide sensitive info while doing live screen sharing or recording video https://ift.tt/3qQ3cio

Show HN: Hide sensitive info while doing live screen sharing or recording video https://ift.tt/2X4U5h8 January 26, 2021 at 10:53PM

Show HN: Ektora – Real Instagram Followers on Autopilot https://ift.tt/3sVW71HTHE RIGHT PEOPLE https://ift.tt/36cXPSCTHE RIGHT PEOPLE https://ift.tt/3sXEvm8 https://ift.tt/3sXEvm8

Show HN: Ektora – Real Instagram Followers on Autopilot http://www.ektora.com/ January 26, 2021 at 07:37AM

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Show HN: Latte Art Simulator https://ift.tt/2Ny9PaNTHE RIGHT PEOPLE https://ift.tt/2NDefxkTHE RIGHT PEOPLE https://ift.tt/3omsFhO https://ift.tt/3omsFhO

Show HN: Latte Art Simulator https://barist.art/ January 26, 2021 at 06:50AM

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Show HN: A worker owned (CO-OP) version of Amazon but for sustainable products https://ift.tt/3pjnuAATHE RIGHT PEOPLE https://ift.tt/2NFeB6DTHE RIGHT PEOPLE https://ift.tt/3qQc4or https://ift.tt/3qQc4or

Show HN: A worker owned (CO-OP) version of Amazon but for sustainable products https://ift.tt/3cacxxC January 26, 2021 at 07:18AM

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Show HN: Don’t Let Him Poo – Embedded in Blog Post https://ift.tt/2MrvQaI January 26, 2021 at 05:11AM

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Show HN: Are you playing your violin (viola, guitar, etc.) in tune? https://ift.tt/3omRHNX

Show HN: Are you playing your violin (viola, guitar, etc.) in tune? https://ift.tt/38irTMS January 26, 2021 at 09:25AM

Show HN: 7 Days to Die Server Hosting https://ift.tt/3caSuyX

Show HN: 7 Days to Die Server Hosting http://7d2d.net January 26, 2021 at 08:24AM

Launch HN: Airbyte (YC W20) – Open-Source ELT (Fivetran/Stitch Alternative) https://ift.tt/2M4ZzGN

Launch HN: Airbyte (YC W20) – Open-Source ELT (Fivetran/Stitch Alternative) Hi HN! Michel here with John, Shrif, Jared, Charles, and Chris. We are building an open-source ELT platform that replicates data from any applications, APIs, databases, etc. into your data warehouses, data lakes or databases: https://airbyte.io . I’ve been in data engineering for 11 years. Before Airbyte, I was the head of integrations at Liveramp, where we built and scaled over 1,000 data ingestion connectors to replicate 100TB worth of data every day. John, on the other end, has already built 3 startups with 2 exits. His latest one didn’t work out, though. He spent almost a year building ETL pipelines for an engineering management platform, but he eventually ran out of money before reaching product-market fit. By late 2019, we had known each other for 7 years, and always wanted to work together. When John’s third startup shut down, it was finally the right timing for both of us. And we knew which problem we wanted to address: data integration, and ELT more specifically. We started interviewing Fivetran, Stitchdata, and Matillion’s customers, in order to see if the existing solutions were solving their problems. We learned they all fell short, and always with the same patterns. Some limitations we identified are due to the fact that they are closed source. This prevents them from addressing the long tail of integrations because they will always have a ROI consideration when building and maintaining new connectors. A good example is Fivetran which, after 8 years, offers around 150 connectors. This is not a lot when you look at the number of existing tools out there (more than 10,000). In fact, all their customers that we talked to are building and maintaining their own connectors (along with orchestration, scheduling, monitoring, etc.) in-house, as the connectors they needed were either not supported in the way they needed or not supported at all. Some of those customers also tried to leverage existing open-source solutions, but the quality of the existing connectors is inconsistent, as many haven't been updated in years. Plus, they are not usable out of the box. That’s when we knew we wanted Airbyte to be open-source (MIT license), usable out of the box, and cover the long tail of integrations. By making it trivial to build new connectors on Airbyte in any language (they run as Docker containers), we hope the community will help us build and maintain the long tail of connectors. While open-source also enables us to address all use cases (including internal DBs and APIs), it also allows us to solve the problem inherent to cloud-based solutions: the security and privacy of your data. Companies don’t need to trust yet another 3rd-party vendor. Because it is self-hosted, it will disrupt the pricing of existing solutions. Here’s a 2-minute demo video if you want to check out how it looks: https://www.youtube.com/watch?v=sKDviQrOAbU Airbyte can run on a single node without any external infrastructure. We also integrate with Kubernetes (alpha), and will soon integrate with Airflow so you can run replication tasks across your cluster. Today, our early version supports about 41 sources and 6 destinations ( https://ift.tt/3iV7rqj ). We’re releasing new connectors ( https://ift.tt/3ordKTS ) every week (6 of them have already been contributed by the community). We bootstrapped some connectors using the highest-quality ones from Singer. Our connectors will always remain open-source. Our goal is to solve data integration for as many companies as possible, and the success of Airbyte is predicated on the open-source project becoming loved and ubiquitous. For this reason, we will focus the entirety of 2021 strengthening the open-source edition; we are dedicated to making it amazing for all users. We will eventually create a paid edition (open core model) with enterprise-level features (support, SLA, hosting and management, privacy compliance, role and access management, SSO, etc.) to address the needs of our most demanding users. Give it a spin: https://ift.tt/2M5B6Bc & https://demo.airbyte.io . Let us know what you think. This is our first time building an open-source technology, so we know we have a lot to learn! January 26, 2021 at 08:08AM

Show HN: Ektora – Real Instagram Followers on Autopilot https://ift.tt/3sVW71H

Show HN: Ektora – Real Instagram Followers on Autopilot http://www.ektora.com/ January 26, 2021 at 07:37AM

Show HN: Latte Art Simulator https://ift.tt/2Ny9PaN

Show HN: Latte Art Simulator https://barist.art/ January 26, 2021 at 06:50AM

Show HN: A worker owned (CO-OP) version of Amazon but for sustainable products https://ift.tt/3pjnuAA

Show HN: A worker owned (CO-OP) version of Amazon but for sustainable products https://ift.tt/3cacxxC January 26, 2021 at 07:18AM

Show HN: Don't Let Him Poo – Embedded in Blog Post https://ift.tt/36gdTDb

Show HN: Don't Let Him Poo – Embedded in Blog Post https://ift.tt/2MrvQaI January 26, 2021 at 05:11AM

Show HN: DanColors – Get the color on camera https://ift.tt/3iN5g88THE RIGHT PEOPLE https://ift.tt/3sZV2G2THE RIGHT PEOPLE https://ift.tt/3sWCarI https://ift.tt/3sWCarITHE RIGHT PEOPLE https://ift.tt/3pmfgHUTHE RIGHT PEOPLE https://ift.tt/2YfgiJV https://ift.tt/2YfgiJV

Show HN: DanColors – Get the color on camera https://ift.tt/2MoLRye January 25, 2021 at 06:19PM

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Show HN: DanColors – Get the color on camera https://ift.tt/2MoLRye January 25, 2021 at 06:19PM

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Show HN: SharedOTP – Shared two-factor authentication mechanism https://sharedotp.com/ January 25, 2021 at 03:27PM

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Show HN: DanColors – Get the color on camera https://ift.tt/3iN5g88

Show HN: DanColors – Get the color on camera https://ift.tt/2MoLRye January 25, 2021 at 06:19PM

Show HN: SharedOTP – Shared two-factor authentication mechanism https://ift.tt/3iMttLOTHE RIGHT PEOPLE https://ift.tt/3a2fygSTHE RIGHT PEOPLE https://ift.tt/2NCzdfK https://ift.tt/2NCzdfK

Show HN: SharedOTP – Shared two-factor authentication mechanism https://sharedotp.com/ January 25, 2021 at 03:27PM

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Show HN: SharedOTP – Shared two-factor authentication mechanism https://ift.tt/3iMttLO

Show HN: SharedOTP – Shared two-factor authentication mechanism https://sharedotp.com/ January 25, 2021 at 03:27PM

Show HN: Retrospective on having my “Show HN” on the front-page https://ift.tt/3chGrjk

Show HN: Retrospective on having my “Show HN” on the front-page I was lucky enough to have my site trending on Friday (link here: news.ycombinator.com/item?id=25872922). It’s an icon site that lists open source icons. I wanted to share some stats on the results after 3 days. Worth noting was that I submitted it on a Friday morning (at which point I went for a walk and a coffee; eek). - 24,997 page views. I (embarrassingly) didn’t have GA set up when I first submitted it, so this is probably missing a few hundred page views - 21 “feedback” emails (half of which were spam). I assume such a high percentage of these were spam because my Feedback form didn’t require email addresses. - 5 note-worthy emails from people which may result in some sort of collaboration - 10 mailing list subscriber sign ups. Running through MailChimp, and it’s not emphasized at all (eg. just a link in the footer). Purposefully not email-gating people to download, since I want this to be a very developer-centric site, and it feels a bit unsettling to email-gate other people’s digital content. - 2,670 icon downloads - 74 comments. A big caveat to this one: I replied to almost every comment. The thinking is that if someone took the time to comment (even just a “thanks”), I wanted to take the time to reply to them as well. Also, I purposefully didn’t reply to people who were commenting on their own alternative services. Perhaps a tad uncouth, but I didn’t want to shine a light on a comment that was designed to detract from my submission. I would have made an exception if there was substance to those comments beyond the detraction. - One founder from a related (and leading) service (Flaticon) jumping into the comments. I really appreciated this. Similar to how Patrick Collison (of Stripe) is often seen replying to comments on Stripe-related posts. This founder submitted thoughtful replies to people’s criticisms, which I thought was quite considerate. January 25, 2021 at 07:09AM

Show HN: Pdoc, a lightweight Python API documentation generator https://ift.tt/3c8NWJr

Show HN: Pdoc, a lightweight Python API documentation generator https://pdoc.dev/ January 25, 2021 at 06:40AM

Show HN: API-first news search engine https://ift.tt/3pfXrug

Show HN: API-first news search engine https://ift.tt/2WbYUEH January 25, 2021 at 06:26AM

Show HN: Rust-starter, a boilerplate to build Rust CLI applications https://ift.tt/369JTZN

Show HN: Rust-starter, a boilerplate to build Rust CLI applications https://ift.tt/2NBjYnl January 25, 2021 at 06:13AM

Show HN: Micro – A platform for cloud native development in Go https://ift.tt/3aheSo3

Show HN: Micro – A platform for cloud native development in Go https://ift.tt/22Fi2YF January 25, 2021 at 06:10AM

Show HN: Trophi.com – A forum the represents both sides of an argument https://ift.tt/3ptX937

Show HN: Trophi.com – A forum the represents both sides of an argument https://www.trophi.com/ January 25, 2021 at 05:51AM

Show HN: Learning Games, Written in a Programming Language I Wrote, Work Offline https://ift.tt/39cbnzH

Show HN: Learning Games, Written in a Programming Language I Wrote, Work Offline https://ift.tt/2zbwsrq January 25, 2021 at 05:32AM

Show HN: Finger.Farm Advanced Finger Hosting https://ift.tt/3qQQTmg

Show HN: Finger.Farm Advanced Finger Hosting https://finger.farm January 25, 2021 at 04:54AM

Show HN: Open-source voice typing for desktop https://ift.tt/39gVyrw

Show HN: Open-source voice typing for desktop https://ift.tt/39YxEjP January 25, 2021 at 02:58AM

Show HN: Programming.protips.wiki – A Collection of Programming Protips https://ift.tt/36biA0ZTHE RIGHT PEOPLE https://ift.tt/3paJk9rTHE RIGHT PEOPLE https://ift.tt/3a4O0Ho https://ift.tt/3a4O0HoTHE RIGHT PEOPLE https://ift.tt/2YcDfh2THE RIGHT PEOPLE https://ift.tt/3piF33I https://ift.tt/3piF33I

Show HN: Programming.protips.wiki – A Collection of Programming Protips https://ift.tt/3ogkK5R January 24, 2021 at 08:31PM

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Show HN: Patchcab – Modular Synthesizer Made with Web Audio API and Svelte https://ift.tt/3qN9Hm5THE RIGHT PEOPLE https://ift.tt/3omLsdaTHE RIGHT PEOPLE https://ift.tt/3pgsYMH https://ift.tt/3pgsYMH

Show HN: Patchcab – Modular Synthesizer Made with Web Audio API and Svelte https://ift.tt/2YaSeIb January 25, 2021 at 01:07AM

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Show HN: Get started modding Factorio in TypeScript https://ift.tt/3iIywNcTHE RIGHT PEOPLE https://ift.tt/3iJ5IURTHE RIGHT PEOPLE https://ift.tt/2M1PHgX https://ift.tt/2M1PHgXTHE RIGHT PEOPLE https://ift.tt/2MqgK5eTHE RIGHT PEOPLE https://ift.tt/3qJdfG2 https://ift.tt/3qJdfG2

Show HN: Get started modding Factorio in TypeScript https://ift.tt/3c6I1on January 24, 2021 at 09:29PM

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Show HN: Programming.protips.wiki – A Collection of Programming Protips https://ift.tt/36biA0ZTHE RIGHT PEOPLE https://ift.tt/3paJk9rTHE RIGHT PEOPLE https://ift.tt/3a4O0Ho https://ift.tt/3a4O0Ho

Show HN: Programming.protips.wiki – A Collection of Programming Protips https://ift.tt/3ogkK5R January 24, 2021 at 08:31PM

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Show HN: Patchcab – Modular Synthesizer Made with Web Audio API and Svelte https://ift.tt/3qN9Hm5

Show HN: Patchcab – Modular Synthesizer Made with Web Audio API and Svelte https://ift.tt/2YaSeIb January 25, 2021 at 01:07AM

Show HN: Get started modding Factorio in TypeScript https://ift.tt/3iIywNcTHE RIGHT PEOPLE https://ift.tt/3iJ5IURTHE RIGHT PEOPLE https://ift.tt/2M1PHgX https://ift.tt/2M1PHgX

Show HN: Get started modding Factorio in TypeScript https://ift.tt/3c6I1on January 24, 2021 at 09:29PM

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Show HN: Programming.protips.wiki – A Collection of Programming Protips https://ift.tt/36biA0Z

Show HN: Programming.protips.wiki – A Collection of Programming Protips https://ift.tt/3ogkK5R January 24, 2021 at 08:31PM

Show HN: Pollen, utility-first CSS for the future https://ift.tt/39ckTTqTHE RIGHT PEOPLE https://ift.tt/2Y7koUmTHE RIGHT PEOPLE https://ift.tt/39XcqCY https://ift.tt/39XcqCYTHE RIGHT PEOPLE https://ift.tt/3iHZUuVTHE RIGHT PEOPLE https://ift.tt/3pejLEo https://ift.tt/3pejLEo

Show HN: Pollen, utility-first CSS for the future https://ift.tt/2YbW7fS January 24, 2021 at 03:52PM

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Show HN: Get started modding Factorio in TypeScript https://ift.tt/3iIywNc

Show HN: Get started modding Factorio in TypeScript https://ift.tt/3c6I1on January 24, 2021 at 09:29PM

Show HN: Pollen, utility-first CSS for the future https://ift.tt/39ckTTqTHE RIGHT PEOPLE https://ift.tt/2Y7koUmTHE RIGHT PEOPLE https://ift.tt/39XcqCY https://ift.tt/39XcqCY

Show HN: Pollen, utility-first CSS for the future https://ift.tt/2YbW7fS January 24, 2021 at 03:52PM

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Show HN: Pollen, utility-first CSS for the future https://ift.tt/39ckTTq

Show HN: Pollen, utility-first CSS for the future https://ift.tt/2YbW7fS January 24, 2021 at 03:52PM

Show HN: All 104 amendments to the Constitution of India as Git commits https://ift.tt/3qJHEEj

Show HN: All 104 amendments to the Constitution of India as Git commits https://ift.tt/2YcyQue January 24, 2021 at 08:17AM

Show HN: Sokyokuban, a puzzle game in a non-Euclidian world https://ift.tt/36a1UXH

Show HN: Sokyokuban, a puzzle game in a non-Euclidian world https://sokyokuban.com/ January 24, 2021 at 07:42AM

Show HN: A weekly newsletter where I interview an open-source developer https://ift.tt/2YcSBBO

Show HN: A weekly newsletter where I interview an open-source developer https://ift.tt/3t2o7B0 January 24, 2021 at 07:45AM

Show HN: Full text search Project Gutenberg (60m paragraphs) https://ift.tt/3oawHK3THE RIGHT PEOPLE https://ift.tt/3sUAuyGTHE RIGHT PEOPLE https://ift.tt/3sOK5XY https://ift.tt/3sOK5XYTHE RIGHT PEOPLE https://ift.tt/365D5wgTHE RIGHT PEOPLE https://ift.tt/2YmWUeh https://ift.tt/2YmWUeh

Show HN: Full text search Project Gutenberg (60m paragraphs) https://ift.tt/2Y8gevw January 23, 2021 at 08:58PM

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Show HN: Filmulator – a streamlined, open-source raw photo editor https://ift.tt/364VkSiTHE RIGHT PEOPLE https://ift.tt/368xncLTHE RIGHT PEOPLE https://ift.tt/3o7mhek https://ift.tt/3o7mhekTHE RIGHT PEOPLE https://ift.tt/2Mh2NH4THE RIGHT PEOPLE https://ift.tt/2Y6zXf2 https://ift.tt/2Y6zXf2

Show HN: Filmulator – a streamlined, open-source raw photo editor https://ift.tt/3ocTJzW January 23, 2021 at 12:30PM

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Show HN: My Home Kubernetes Cluster Managed by Flux2 and Renovatebot https://ift.tt/3iGUFePTHE RIGHT PEOPLE https://ift.tt/39WwXr6THE RIGHT PEOPLE https://ift.tt/3t1DKsq https://ift.tt/3t1DKsqTHE RIGHT PEOPLE https://ift.tt/3sRWFprTHE RIGHT PEOPLE https://ift.tt/3qLjZDf https://ift.tt/3qLjZDf

Show HN: My Home Kubernetes Cluster Managed by Flux2 and Renovatebot https://ift.tt/2YbbXr4 January 23, 2021 at 04:13PM

via Blogger https://ift.tt/2Y5Y3Xi

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Show HN: Fast, turnkey static web site recipe (Terraform and Jekyll and AWS) https://ift.tt/3iHhVtkTHE RIGHT PEOPLE https://ift.tt/3olpxmFTHE RIGHT PEOPLE https://ift.tt/39Tr7qw https://ift.tt/39Tr7qwTHE RIGHT PEOPLE https://ift.tt/3pdlud3THE RIGHT PEOPLE https://ift.tt/365Yo0o https://ift.tt/365Yo0o

Show HN: Fast, turnkey static web site recipe (Terraform and Jekyll and AWS) https://ift.tt/3qK6N1r January 23, 2021 at 11:45AM

via Blogger https://ift.tt/3sU7rv8

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Show HN: I bought wutangforever.net a few days ago for $10 https://ift.tt/2Nw595rTHE RIGHT PEOPLE https://ift.tt/39aa0RZTHE RIGHT PEOPLE https://ift.tt/2Mh7TTx https://ift.tt/2Mh7TTxTHE RIGHT PEOPLE https://ift.tt/39e89M6THE RIGHT PEOPLE https://ift.tt/3sQjPwr https://ift.tt/3sQjPwr

Show HN: I bought wutangforever.net a few days ago for $10 https://ift.tt/2Y61Ofd January 23, 2021 at 02:15PM

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Show HN: Full text search Project Gutenberg (60m paragraphs) https://ift.tt/3oawHK3THE RIGHT PEOPLE https://ift.tt/3sUAuyGTHE RIGHT PEOPLE https://ift.tt/3sOK5XY https://ift.tt/3sOK5XY

Show HN: Full text search Project Gutenberg (60m paragraphs) https://ift.tt/2Y8gevw January 23, 2021 at 08:58PM

via Blogger https://ift.tt/2Y8P8o1

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Show HN: Filmulator – a streamlined, open-source raw photo editor https://ift.tt/364VkSiTHE RIGHT PEOPLE https://ift.tt/368xncLTHE RIGHT PEOPLE https://ift.tt/3o7mhek https://ift.tt/3o7mhek

Show HN: Filmulator – a streamlined, open-source raw photo editor https://ift.tt/3ocTJzW January 23, 2021 at 12:30PM

via Blogger https://ift.tt/3pfkGEu

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Show HN: My Home Kubernetes Cluster Managed by Flux2 and Renovatebot https://ift.tt/3iGUFePTHE RIGHT PEOPLE https://ift.tt/39WwXr6THE RIGHT PEOPLE https://ift.tt/3t1DKsq https://ift.tt/3t1DKsq

Show HN: My Home Kubernetes Cluster Managed by Flux2 and Renovatebot https://ift.tt/2YbbXr4 January 23, 2021 at 04:13PM

via Blogger https://ift.tt/2Y5Y3Xi

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Show HN: Fast, turnkey static web site recipe (Terraform and Jekyll and AWS) https://ift.tt/3iHhVtkTHE RIGHT PEOPLE https://ift.tt/3olpxmFTHE RIGHT PEOPLE https://ift.tt/39Tr7qw https://ift.tt/39Tr7qw

Show HN: Fast, turnkey static web site recipe (Terraform and Jekyll and AWS) https://ift.tt/3qK6N1r January 23, 2021 at 11:45AM

via Blogger https://ift.tt/3sU7rv8

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Show HN: I bought wutangforever.net a few days ago for $10 https://ift.tt/2Nw595rTHE RIGHT PEOPLE https://ift.tt/39aa0RZTHE RIGHT PEOPLE https://ift.tt/2Mh7TTx https://ift.tt/2Mh7TTx

Show HN: I bought wutangforever.net a few days ago for $10 https://ift.tt/2Y61Ofd January 23, 2021 at 02:15PM

via Blogger https://ift.tt/3iIvo4g

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Show HN: Full text search Project Gutenberg (60m paragraphs) https://ift.tt/3oawHK3

Show HN: Full text search Project Gutenberg (60m paragraphs) https://ift.tt/2Y8gevw January 23, 2021 at 08:58PM

Show HN: Filmulator – a streamlined, open-source raw photo editor https://ift.tt/364VkSi

Show HN: Filmulator – a streamlined, open-source raw photo editor https://ift.tt/3ocTJzW January 23, 2021 at 12:30PM

Show HN: My Home Kubernetes Cluster Managed by Flux2 and Renovatebot https://ift.tt/3iGUFeP

Show HN: My Home Kubernetes Cluster Managed by Flux2 and Renovatebot https://ift.tt/2YbbXr4 January 23, 2021 at 04:13PM

Show HN: Fast, turnkey static web site recipe (Terraform and Jekyll and AWS) https://ift.tt/3iHhVtk

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Show HN: I bought wutangforever.net a few days ago for $10 https://ift.tt/2Nw595r

Show HN: I bought wutangforever.net a few days ago for $10 https://ift.tt/2Y61Ofd January 23, 2021 at 02:15PM

Show HN: Traindown – A language to help athletes express their training https://ift.tt/3c9Bp8D

Show HN: Traindown – A language to help athletes express their training https://traindown.com January 23, 2021 at 10:20AM

Show HN: DrugSheet – Keep up with the clinical trials on Covid-19 https://ift.tt/3642sP2

Show HN: DrugSheet – Keep up with the clinical trials on Covid-19 https://ift.tt/35yeIb8 January 23, 2021 at 09:10AM

Show HN: Repository.surf – see metrics for all repositories in a GitHub org https://ift.tt/2Y76GAX

Show HN: Repository.surf – see metrics for all repositories in a GitHub org https://repository.surf January 23, 2021 at 07:10AM

Show HN: Pins – A modern Pinboard app for iOS/macOS https://ift.tt/39bumKYTHE RIGHT PEOPLE https://ift.tt/2M0K0QrTHE RIGHT PEOPLE https://ift.tt/366hpAa https://ift.tt/366hpAa

Show HN: Pins – A modern Pinboard app for iOS/macOS https://ift.tt/3sRiG7B January 23, 2021 at 03:58AM

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Show HN: Garnet – Distributed Python on Kubernetes Garnet (https://garnet.ai) is a framework to run distributed and parallel Python on Kubernetes. We make it easy to scale from laptop to cluster, without requiring any devops work. Garnet plugs into any existing Python environment (notebook, IDE, CI/CD pipelines, custom apps) using a lightweight client library, and enables users to scale popular data/ml libraries (including pandas, NumPy, scikit-learn, XGBoost, etc.) and custom code to a remote cluster for execution. Under the hood, we natively wire up Dask with Kubernetes for scheduling, which brings advantages such as dynamic resource allocation, ephemeral clusters and autoscaling, while abstracting the devops complexity for developers and data scientists. Our vision is to build the orchestration layer for distributed computing in Python. We’re starting off with Dask, but have goals of supporting other frameworks such as Ray and Modin in the future. Some of the cool use cases we’ve seen from our users are: Bursting to the cloud from local dev environments for data and memory intensive computations Standing up managed Dask and Kubernetes clusters programmatically in 3-4 lines of Python, without any devops knowledge (Docker, k8s etc.) Parallelize existing codebases in pandas, NumPy, scikit-learn, XGBoost etc. with minimal code changes, without opting for a more complex system such as Spark Currently, users can download our client library and run Dask workloads on our fully managed cluster (see docs). We’re working on adding the capability to run Garnet on your own cloud (Kubernetes) in an upcoming release. We’re excited to hear your feedback, and what you’d like to see. Please drop your email on our website so we can get in touch directly. January 22, 2021 at 04:49PM

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