cortex
sarama
cortex | sarama | |
---|---|---|
33 | 20 | |
7,990 | 10,115 | |
0.1% | - | |
2.2 | 8.6 | |
11 months ago | 10 months ago | |
Go | Go | |
Apache License 2.0 | MIT License |
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cortex
- Ask HN: Are there any reliable benchmarks for Machine Learning Model Serving?
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Local text generation (InferKit alternative)
I found GPT-2 with PyTorch, Cortex, and Transformers.
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Why ML should be written as pipelines from the get-go
Technologies: Flask/FastAPI, Kubernetes, Docker, Cortex, Seldon
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[P] I made tinymodels.io to deploy models quickly, feel free to use for your prototypes and web demos
oh I see - that's neat. I think cortex.dev had some support for that sort of thing. It is? was? a wrapper to manage an EKS cluster for you and it could do things like hot swap what's in ram, autoscale, or use spot instances to save costs.
- Containers as a service on AWS
- Containers as a Service on AWS
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How would you go about deploying transformer based model?
I use cortex.dev for deploying my models. I have successfully deployed finetuned T5s, which seems similar to your usecase.
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Microservice on ECS having burst load issue
Arghs, my bad, yeah, doesn't seem to be available yet. But maybe Cortex might help: https://github.com/cortexlabs/cortex
- Self-hosted AWS Lambda alternative
sarama
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Ingesting Data into OpenSearch using Apache Kafka and Go
Note: Since there are multiple Go clients for Kafka (including Sarama), please make sure to consult their client documentation to confirm whether they support IAM authentication.
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book about golang and kafka
You might want to gradually replace that one with https://github.com/twmb/franz-go because Shopify is looking to find a new owner for Sarama and, until or if they do, it seems to be falling behind with maintenance: https://github.com/Shopify/sarama/issues/2461 For example, they still haven’t addressed this breaking change https://github.com/Shopify/sarama/issues/2358. franz-go has worked well so far in Benthos https://github.com/benthosdev/benthos/tree/main/internal/impl/kafka and it will likely end up as the only implementation once the Sarama-based one will be deprecated
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Klient - a native, statically-compiled, command line client for Kafka
I've used mainly sarama wrapped with a bit of bespoke helper libraries. Never really looked into others, just grabbed one that was actively maintained and went for it.
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Golang bad design reference
Well, as someone who reviews a lot of code, I don't like seeing 100s of little files when a handful of logically grouped files would do. For example, this popular go project: https://github.com/Shopify/sarama is currently 256 small .go files, largely following a one class/file rule.
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Concurrency in Go is hard
The first example is something we ran into while working on a project. Up until recently, the sarama library (Go library for Apache Kafka) contained the following piece of code (at sarama/version.go):
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AWS MSK with go sarama
Im using the go sarama library to connect to the cluster, using this basic example.
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Benthos - Fancy stream processing made operationally mundane
If you find the kafka input slow, try kafka_franz. It might be a bit faster, since it’s based on https://github.com/twmb/franz-go. The kafka one is based on https://github.com/Shopify/sarama. You can also write a custom input based on https://github.com/confluentinc/confluent-kafka-go, but this library relies on CGo, which can be annoying.
- Sarama - Go library for Apache Kafka.
- Understanding Kafka with Factorio
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Is segmentio/kafka-go production ready ?
There are a few factors that are stopping me from using kafka-go over Shopify's sarama.
What are some alternatives?
MLflow - Open source platform for the machine learning lifecycle
Confluent Kafka Golang Client - Confluent's Apache Kafka Golang client
golang-design-pattern - 设计模式 Golang实现-《研磨设计模式》读书笔记
kafka-go - Kafka library in Go
oauth2 - Go OAuth2
franz-go - franz-go contains a feature complete, pure Go library for interacting with Kafka from 0.8.0 through 3.6+. Producing, consuming, transacting, administrating, etc.
prysm - Go implementation of Ethereum proof of stake
librdkafka - The Apache Kafka C/C++ library
terraform-provider-azurerm - Terraform provider for Azure Resource Manager
gorush - A push notification server written in Go (Golang).
OpenFaaS - OpenFaaS - Serverless Functions Made Simple
Mercure - 🪽 An open, easy, fast, reliable and battery-efficient solution for real-time communications