Software Alternatives & Reviews

AWS Data Wrangler VS RSpec

Compare AWS Data Wrangler VS RSpec and see what are their differences

AWS Data Wrangler logo AWS Data Wrangler

Pandas on AWS. Contribute to awslabs/aws-data-wrangler development by creating an account on GitHub.

RSpec logo RSpec

RSpec is a testing tool for the Ruby programming language born under the banner of Behavior-Driven Development featuring a rich command line program, textual descriptions of examples, and more.
  • AWS Data Wrangler Landing page
    Landing page //
    2023-08-29
  • RSpec Landing page
    Landing page //
    2021-10-09

AWS Data Wrangler videos

AWS Tutorials - Introduction to AWS Data Wrangler

More videos:

  • Review - AWS Data Wrangler: Get Glue Catalog Table Description
  • Review - AWS Data Wrangler: Write Parquet to AWS S3

RSpec videos

No RSpec videos yet. You could help us improve this page by suggesting one.

+ Add video

Category Popularity

0-100% (relative to AWS Data Wrangler and RSpec)
Databases
100 100%
0% 0
Automated Testing
0 0%
100% 100
Data Science And Machine Learning
Testing
0 0%
100% 100

User comments

Share your experience with using AWS Data Wrangler and RSpec. For example, how are they different and which one is better?
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Social recommendations and mentions

Based on our record, RSpec should be more popular than AWS Data Wrangler. It has been mentiond 25 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

AWS Data Wrangler mentions (4)

  • Read files from s3 using Pandas/s3fs or AWS Data Wrangler?
    I had no problem with awswrangler (https://github.com/aws/aws-sdk-pandas) and it supports reading and writing partitions which was really helpful and a few other optimizations that made it a great tool. Source: 5 months ago
  • Redshift API vs. other ways to connect?
    Awslabs has developed their own package for this and given it's for their product, seem likely to maintain it. https://github.com/awslabs/aws-data-wrangler. Source: over 2 years ago
  • Parquet files
    AWS data wrangler works well. it's a wrapper on pandas: https://github.com/awslabs/aws-data-wrangler. Source: over 2 years ago
  • Go+: Go designed for data science
    Yep, agreed. Go is a great language for AWS Lambda type workflows. Python isn't as great (Python Lambda Layers built on Macs don't always work). AWS Data Wrangler (https://github.com/awslabs/aws-data-wrangler) provides pre-built layers, which is a work around, but something that's as portable as Go would be the best solution. - Source: Hacker News / about 3 years ago

RSpec mentions (25)

  • Test Driving a Rails API - Part Two
    When starting a Rails project, you have a lot of decisions to make. Whether or not to write tests should not be one of them. The big decision is to use Minitest or Rspec. Both of those testing frameworks are great and provide everything you need to test a Rails application thoroughly. - Source: dev.to / about 1 month ago
  • Should i learn testing
    As a beginner you can skip it, just focus on understanding Rails' philosophy and getting comfortable with it. However, make sure you remember to come back to unit testing later bc it's a mandatory skill for a Rails developer. Unit test can help you understand your project's specs thoroughly (assume its test coverage is more than 90%). I recommend learning RSpec instead of Rails' built-in testing tool (the one... Source: 10 months ago
  • Code Reviewing a Ruby on Rails application.
    RSpec is a testing framework for Ruby that is widely used in the Ruby on Rails community. It allows developers to write and execute automated tests. RSpec promotes behavior-driven development (BDD) by providing a readable syntax for describing the expected behavior of the application. - Source: dev.to / 10 months ago
  • Ruby RSpec
    In the Ruby programming language, one of the most popular testing frameworks is RSpec. RSpec is a flexible and expressive testing tool that allows you to write and run automated tests for your Ruby code. - Source: dev.to / over 1 year ago
  • Role tests for interfaces discovered through TDD
    There’s one very readable way to do it in Ruby using RSpec. - Source: dev.to / over 1 year ago
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What are some alternatives?

When comparing AWS Data Wrangler and RSpec, you can also consider the following products

Dask - Dask natively scales Python Dask provides advanced parallelism for analytics, enabling performance at scale for the tools you love

JUnit - JUnit is a simple framework to write repeatable tests.

Apache Spark - Apache Spark is an engine for big data processing, with built-in modules for streaming, SQL, machine learning and graph processing.

Cucumber - Cucumber is a BDD tool for specification of application features and user scenarios in plain text.

Kafka - Apache Kafka is publish-subscribe messaging rethought as a distributed commit log.

PHPUnit - Application and Data, Build, Test, Deploy, and Testing Frameworks