Clipper聽vs聽Python

Clipper

2
4
+ 1
0
Python

109.9K
84.1K
+ 1
6.4K
Add tool
Decisions about Clipper and Python
awesomebanana2018

1. Type safety and inferred types

Go is type safe by default, which allows you to right more reliable code and have better developer tooling, plus with the := operator, you can initialize a variable without having to define its type because it automatically gets its type from the initial value.

2. Performance

There isn't much to be said here, but on most counts go beats both Python and Node.js on performance.

3. Documentation

I'm not talking about the Go language itself, although it does have good docs. I'm talking about Go's auto generated documentation tool, which allows people to document their packages easily and works amazingly with Go's type system.

4. Compiles to binary

If you are making a local program for somebody and they don't want to download the Go compiler, you can make Go into a native binary.

5. Built for the web

Go has built in Http libraries to rival Express.js and has a HTML/Text templating system.

6. Great Concurrency

Go utilizes Goroutines to help developers utilize multiple threads easily.

Conclusion

Go is an excellent choice for any system code, especially http networking and web backends.

See more
Kyle Harrison
Web Application Developer at Fortinet | 17 upvotes 路 105.8K views

Node continues to be dominant force in the world of web apps, with it's signature async first non-blocking IO, and frankly mind bending speeds. PHP and Python are formable tools, I chose Node for the simplicity of Express as a good and performant server side API gateway platform, that works well with Angular.

See more
Octavian Irimia

Both PHP and Python are free but when it comes to web development PHP wins for sure. There is no doubt that Python is a powerful language but it is not optimal for web. PHP has issues... of course; but so does any other language.

Another reason I chose PHP is for community - it has one of the most resourceful communities from the internet and for a good reason: it evolved with the language itself.

The fact that OOP evolved so much in PHP makes me keep it for good :)

See more
Pros of Clipper
Pros of Python
    No pros available

    Sign up to add or upvote prosMake informed product decisions

    Cons of Clipper
    Cons of Python
      No cons available

      Sign up to add or upvote consMake informed product decisions

      What is Clipper?

      It is a low-latency prediction serving system for machine learning. Clipper makes it simple to integrate machine learning into user-facing serving systems.

      What is Python?

      Python is a general purpose programming language created by Guido Van Rossum. Python is most praised for its elegant syntax and readable code, if you are just beginning your programming career python suits you best.
      What companies use Clipper?
      What companies use Python?
        No companies found

        Sign up to get full access to all the companiesMake informed product decisions

        What tools integrate with Clipper?
        What tools integrate with Python?
          No integrations found

          Sign up to get full access to all the tool integrationsMake informed product decisions

          Blog Posts

          Sep 29 2020 at 7:36PM
          https://img.stackshare.io/company/165617/cbd54fc70c90bdc732b07283f2a61ca8fb8980bd.png logo

          WorkOS

          PythonSlackG Suite+17
          6
          1998
          PythonDockerKubernetes+7
          3
          572
          PythonDockerAmazon S3+14
          11
          1861
          Oct 3 2019 at 7:13PM
          https://img.stackshare.io/stack/511159/default_5f04358e03a27bf2607a39dd9b409dd7830ce4d3.png logo

          Ably Realtime

          JavaScriptPythonNode.js+8
          4
          3101
          Aug 28 2019 at 3:10AM
          https://img.stackshare.io/stack/505487/default_e35b8bd5e615e01dc9b420dbd2a444fcbaeff755.png logo

          Segment

          PythonJavaAmazon S3+16
          5
          1845
          JavaScriptPythonPubNub+4
          7
          905
          GitHubPythonReact+42
          46
          38412
          What are some alternatives to Clipper and Python?
          TensorFlow
          TensorFlow is an open source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) communicated between them. The flexible architecture allows you to deploy computation to one or more CPUs or GPUs in a desktop, server, or mobile device with a single API.
          Keras
          Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on TensorFlow or Theano. https://keras.io/
          scikit-learn
          scikit-learn is a Python module for machine learning built on top of SciPy and distributed under the 3-Clause BSD license.
          PyTorch
          PyTorch is not a Python binding into a monolothic C++ framework. It is built to be deeply integrated into Python. You can use it naturally like you would use numpy / scipy / scikit-learn etc.
          CUDA
          A parallel computing platform and application programming interface model,it enables developers to speed up compute-intensive applications by harnessing the power of GPUs for the parallelizable part of the computation.
          See all alternatives
          Interest over time
          News about Clipper
          More news