pathway
Pathway is a high-throughput, low-latency data processing framework that handles live data & streaming for you. Made with ❤️ for Python & ML/AI developers. (by pathwaycom)
Interactor
Interactor provides a common interface for performing complex user interactions. (by collectiveidea)
pathway | Interactor | |
---|---|---|
3 | 16 | |
1,733 | 3,317 | |
8.0% | 0.2% | |
9.6 | 0.0 | |
3 days ago | 25 days ago | |
Python | Ruby | |
GNU General Public License v3.0 or later | 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.
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.
pathway
Posts with mentions or reviews of pathway.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-02-10.
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Choosing Between a Streaming Database and a Stream Processing Framework in Python
We understood how streaming databases differ from traditional databases, stream processing engines, conventional analytics databases, or OLAP databases. Now let’s focus on when and why we can use stream data processing frameworks for Python as an alternative to streaming databases. Python is the go-to language for data science and machine learning. There are some stream-processing libraries and frameworks in Python such as Bytewax, Quix, GlassFlow, Pathway. They have been developed to cope with the challenges Python Engineers face with Apache Kafka or Flink since they do not natively support Python.
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How to build a custom GPT enabled full-stack app for real-time data
Maintain a data snapshot to observe variations in sales prices over time, as Pathway provides a built-in feature to compute differences between two alterations.
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Show HN: LLM App – build a realtime LLM app in 30 lines, with no vector database
Pathway (https://github.com/pathwaycom/pathway) is a data processing framework we are developing that unifies stream and batch processing of large datasets. It lets developers concentrate on writing the data processing logic, without worrying about tracking changes to data and updating the results. The same code can then be run on batch data (e.g. during testing) or on real-time data streams (i.e. online query processing)
In the LLM app, Pathway allows concentrating on prompt building and querying the LLM APIs as if the corpus of documents were static, while all updates to it are handled by the framework itself.
Interactor
Posts with mentions or reviews of Interactor.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-11-13.
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Introducing StepSequencer: A Non-Monadic Take on Railway-Oriented Programming in Ruby
While there are other libraries out there like Dry-Transaction and Interactor, StepSequencer stands out in its simplicity and flexibility. Here's why:
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The Decree Design Pattern (Ruby on Rails)
At my current job we use `interactor` which is similar, but simpler, and the precursor to light-service: https://github.com/collectiveidea/interactor
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Looking for advice on how to do multiple methods depending on params
Thanks for the info. I like the sounds of that article. I think I was sort of thinking along those lines myself but didn't know what to refer to it as. I stumbled on to this as well after reading the article: https://github.com/collectiveidea/interactor.
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OOP vs. services for organizing business logic: is there a third way?
Interactor
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How to avoid if/else with different ramifications
You might be looking for an interactor pattern for these services. I've used this gem for similar things before and have had good experiences.
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Rectify Gem?
FWIW Interactor has only received bugfixes and a single enhancement over the last 4 years: https://github.com/collectiveidea/interactor/blob/master/CHANGELOG.md and before that, the last meaningful change was 8 years ago.
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SolidService - A service pattern with a simple API
Looks a lot like the Interactor pattern: https://github.com/collectiveidea/interactor
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What Would be Your Ideal Ruby Tech Stack
I see many senior Ruby developers around me going away from that magicness (like all the validations and callbacks) to move away from fat models, using libs like https://github.com/collectiveidea/interactor and have their own control.
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Applying the Use Case Pattern with Rails
The Interactor and ActiveInteraction gems are both great libraries for implementing this pattern.
- Utilizando o padrão interactor no Ruby on Rails