python-fake-data-producer-for-apache-kafka vs OpenKP

python-fake-data-producer-for-apache-kafka

The Python fake data producer for Apache Kafka® is a complete demo app allowing you to quickly produce JSON fake streaming datasets and push it to an Apache Kafka topic. (by Aiven-Labs)

Source Code

aiven.io

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OpenKP

Automatically extracting keyphrases that are salient to the document meanings is an essential step to semantic document understanding. An effective keyphrase extraction (KPE) system can benefit a wide range of natural language processing and information retrieval tasks. Recent neural methods formulate the task as a document-to-keyphrase sequence-to-sequence task. These seq2seq learning models have shown promising results compared to previous KPE systems The recent progress in neural KPE is mostly observed in documents originating from the scientific domain. In real-world scenarios, most potential applications of KPE deal with diverse documents originating from sparse sources. These documents are unlikely to include the structure, prose and be as well written as scientific papers. They often include a much diverse document structure and reside in various domains whose contents target much wider audiences than scientists. To encourage the research community to develop a powerful neural m (by microsoft)

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Source Code

microsoft.github.io

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python-fake-data-producer-for-apache-kafka		OpenKP
	Project
32	Mentions	1
76	Stars	149
-	Growth	1.3%
4.5	Activity	1.9
8 months ago	Latest Commit	11 months ago
Python	Language	Python
Apache License 2.0	License	MIT License

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

python-fake-data-producer-for-apache-kafka

Posts with mentions or reviews of python-fake-data-producer-for-apache-kafka. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-10-11.

ElephantSQL Is Shutting Down
1 project | news.ycombinator.com | 7 Apr 2024

I had good experience with Aiven in the past, we needed something located in the EU: https://aiven.io/
Crossplane: Streamline your infrastructure provisioning & management
1 project | dev.to | 17 Oct 2023

Access to Aiven
Google Cloud Spanner is now half the cost of Amazon DynamoDB
2 projects | news.ycombinator.com | 11 Oct 2023
Scale up: a MySQL bug story, or why Aiven works
1 project | dev.to | 7 Jul 2023

One of the hardest questions we answer for our large enterprise customers is why they should choose Aiven instead of managing their own database and streaming services. It can seem counterintuitive that paying extra for a managed service can save you money. However, when we factor in economies of scale - particularly in regards to access to specialized knowledge and tooling - the case for managed services becomes clear. This was certainly the case for some of our MySQL clients earlier this year, where their investments in Aiven paid off in the form of a quietly managed bug fix.
Flink CDC / alternatives
5 projects | /r/dataengineering | 1 Jul 2023

And Kafka + Kafka Connect has https://www.confluent.io/ https://aiven.io/ https://upstash.com/ (and not quite Kafka, but protocol-compatible, https://redpanda.com/)
What are your favorite tools or components in the Kafka ecosystem?
10 projects | /r/apachekafka | 31 May 2023

Fake data utility - https://github.com/aiven/python-fake-data-producer-for-apache-kafka
Do we have such a thing as Postgres Atlas?
3 projects | /r/PostgreSQL | 22 May 2023

For PostgreSQL, similar offerings are: * Google Cloud SQL * AWS RDS * Digital Ocean Postgres * Azure Database for Postgres * Aiven, Instaclustr etc
Good database solution
3 projects | /r/saasprojects | 8 Mar 2023

Aiven - https://aiven.io/
Why are we paying these folks - a tale of DevRel
2 projects | dev.to | 11 Dec 2022

Majority of companies layer DevRel on top of marketing as a sort of afterthought, and that’s usually a recipe for failure. All four co-founders at Aiven (the company where I work at) have been long-time open-source maintainers/contributors and highly value the work of DevRel. Similar examples can be seen at HashiCorp, where co-founder Armon Dadgar has been doing DevRel on the whiteboard since the early days of the company. Technical founders know the value of DevRel and know when to form a DevRel team. This is very different from bringing your first DevRel hire onboard and making them convince the leadership why the company needs DevRel in the first place. If your developer advocate needs to explain to the technical leadership the need for DevRel, that's a red flag for that individual and the company.
Hetzner continues its growth in the US with a new location
5 projects | news.ycombinator.com | 5 Dec 2022

I wonder when Aiven https://aiven.io/ (or something similar) will start supporting hetzner.

OpenKP

Posts with mentions or reviews of OpenKP. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-03-01.

Ask HN: Who is hiring? (March 2021)
22 projects | news.ycombinator.com | 1 Mar 2021

• Establish new benchmarks for natural language understanding tasks such as key phrase extraction. [https://github.com/microsoft/OpenKP]
We are looking for a passionate Applied Scientist with demonstrable skills in information retrieval, deep learning, natural language processing and/or large-scale distributed computing.
https://careers.microsoft.com/us/en/job/990004/Sr-Data-Appli...

What are some alternatives?

When comparing python-fake-data-producer-for-apache-kafka and OpenKP you can also consider the following projects:

kafka-connect-opensky - Kafka Source Connector reading in from the OpenSky API

BlingFire - A lightning fast Finite State machine and REgular expression manipulation library.

fake-data-producer-for-apache-kafka-docker - Fake Data Producer for Aiven for Apache Kafka® in a Docker Image

autocomplete - IDE-style autocomplete for your existing terminal & shell

Grafana - The open and composable observability and data visualization platform. Visualize metrics, logs, and traces from multiple sources like Prometheus, Loki, Elasticsearch, InfluxDB, Postgres and many more.

Mattermost - Mattermost is an open source platform for secure collaboration across the entire software development lifecycle..

Metabase - The simplest, fastest way to get business intelligence and analytics to everyone in your company :yum:

Baserow - Open source no-code database and Airtable alternative. Create your own online database without technical experience. Performant with high volumes of data, can be self hosted and supports plugins

demo-scene - 👾Scripts and samples to support Confluent Demos and Talks. ⚠️Might be rough around the edges ;-) 👉For automated tutorials and QA'd code, see https://github.com/confluentinc/examples/

Stream-Framework - Stream Framework is a Python library, which allows you to build news feed, activity streams and notification systems using Cassandra and/or Redis. The authors of Stream-Framework also provide a cloud service for feed technology:

example-koa-prisma - Example to deploy a Koa application using Prisma on Koyeb

Nightmare - A high-level browser automation library.