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AWS Lambda VS py2exe

Compare AWS Lambda VS py2exe and see what are their differences

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Contents:
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  3. » Reviews
  4. » Alternatives

AWS Lambda logo AWS Lambda

Automatic, event-driven compute service

py2exe logo py2exe

A distutils extension to create standalone Windows programs from Python scripts.
  • AWS Lambda Landing page
    Landing page //
    2023-04-29
  • py2exe Landing page
    Landing page //
    2021-10-04

AWS Lambda features and specs

  • Scalability
    AWS Lambda automatically scales your application by running your code in response to each trigger. This means no manual intervention is required to handle varying levels of traffic.
  • Cost-effectiveness
    You only pay for the compute time you consume. Billing is metered in increments of 100 milliseconds and you are not charged when your code is not running.
  • Reduced Operations Overhead
    AWS Lambda abstracts the infrastructure management layer, so there is no need to manage or provision servers. This allows you to focus more on writing code for your applications.
  • Flexibility
    Supports multiple programming languages such as Python, Node.js, Ruby, Java, Go, and .NET, which allows you to use the language you are most comfortable with.
  • Integration with Other AWS Services
    Seamlessly integrates with many other AWS services such as S3, DynamoDB, RDS, SNS, and more, making it versatile and highly functional.
  • Automatic Scaling and Load Balancing
    Handles thousands of concurrent requests without managing the scaling yourself, making it suitable for applications requiring high availability and reliability.

Possible disadvantages of AWS Lambda

  • Cold Start Latency
    The first request to a Lambda function after it has been idle for a certain period can take longer to execute. This is referred to as a 'cold start' and can impact performance.
  • Resource Limits
    Lambda has defined limits, such as a maximum execution timeout of 15 minutes, memory allocation ranging from 128 MB to 10,240 MB, and temporary storage up to 512 MB.
  • Vendor Lock-in
    Using AWS Lambda ties you into the AWS ecosystem, making it difficult to migrate to another cloud provider or an on-premises solution without significant modifications to your application.
  • Complexity of Debugging
    Debugging and monitoring distributed, serverless applications can be more complex compared to traditional applications due to the lack of direct access to the underlying infrastructure.
  • Cold Start Issues with VPC
    When Lambda functions are configured to access resources within a Virtual Private Cloud (VPC), the cold start latency can be exacerbated due to additional VPC networking overhead.
  • Limited Execution Control
    AWS Lambda is designed for stateless, short-running tasks and may not be suitable for long-running processes or tasks requiring complex orchestration.

py2exe features and specs

  • Windows Executable
    py2exe allows you to convert Python scripts into standalone Windows executables without requiring the end-user to have Python installed.
  • Distribution Simplicity
    It simplifies distribution by packaging all necessary Python libraries and dependencies into a single executable file.
  • Customizable
    Offers a range of customization options, including the ability to include or exclude specific modules and packages, allowing for tailored executable creation.
  • Active Community
    Has a supportive community and ample online documentation, making it easier to find solutions to common problems.

Possible disadvantages of py2exe

  • Windows Only
    py2exe only works for creating Windows executables, which means it's not a cross-platform solution.
  • Configuration Complexity
    The setup process can be complex, especially for projects with many dependencies or special requirements.
  • Not Ideal for Large Applications
    The resulting executables can be quite large since they include a Python interpreter and necessary libraries, increasing both size and startup time.
  • Limited Continuity
    Though still usable, py2exe has had less active development compared to some other tools like PyInstaller, which may lead to potential issues with newer Python features.

Analysis of AWS Lambda

Overall verdict

  • AWS Lambda is a strong choice for developers looking for scalable, event-driven applications with minimal management overhead. It is particularly beneficial for applications that experience intermittent traffic or unpredictable workloads.

Why this product is good

  • AWS Lambda is a popular serverless computing service because it allows users to run code without provisioning or managing servers. It automatically scales applications by running code in response to triggers such as HTTP requests, changes in data, or system events. This can significantly reduce operational overhead and costs, as you only pay for the compute time you consume.

Recommended for

  • Developers building microservices or serverless applications.
  • Companies looking to reduce infrastructure management.
  • Startups wanting to quickly deploy applications with limited operational costs.
  • Organizations needing to integrate with other AWS services for a comprehensive solution.
  • Projects with unpredictable or variable workloads that require automatic scaling.

AWS Lambda videos

+ Add

AWS Lambda Vs EC2 | Serverless Vs EC2 | EC2 Alternatives

More videos:

  • Tutorial - AWS Lambda Tutorial | AWS Tutorial for Beginners | Intro to AWS Lambda | AWS Training | Edureka
  • Tutorial - AWS Lambda | What is AWS Lambda | AWS Lambda Tutorial for Beginners | Intellipaat

py2exe videos

+ Add

Bypass Anti­Virus using Pyinstaller and py2exe (demo)

More videos:

  • Review - Python Py2exe Compiler Screen De-Constructed

Category Popularity

0-100% (relative to AWS Lambda and py2exe)

AWS Lambda

py2exe

Cloud Computing
100 100%
Cloud Computing
0% 0
Website Design
0 0%
Website Design
100% 100
Cloud Hosting
100 100%
Cloud Hosting
0% 0
Website Builder
0 0%
Website Builder
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare AWS Lambda and py2exe

AWS Lambda Reviews

Top 7 Firebase Alternatives for App Development in 2024
AWS Lambda is suitable for applications with varying workloads and those already using the AWS ecosystem.
Source: signoz.io

py2exe Reviews

We have no reviews of py2exe yet.
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Social recommendations and mentions

Based on our record, AWS Lambda seems to be a lot more popular than py2exe. While we know about 277 links to AWS Lambda, we've tracked only 1 mention of py2exe. 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 Lambda mentions (277)

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py2exe mentions (1)

  • Games
    Sounds like you are on Windows. I think something like https://py2exe.org/ will be what you are after. I'm on Mac / Linux systems only, so I can't really provide info on how to use it, but I know there are some good tutorials out there. Source: over 2 years ago

What are some alternatives?

When comparing AWS Lambda and py2exe, you can also consider the following products

Amazon S3 - Amazon S3 is an object storage where users can store data from their business on a safe, cloud-based platform. Amazon S3 operates in 54 availability zones within 18 graphic regions and 1 local region.

PyInstaller - PyInstaller is a program that freezes (packages) Python programs into stand-alone executables...

Amazon API Gateway - Create, publish, maintain, monitor, and secure APIs at any scale

nuitka - Nuitka is a Python compiler.

Google App Engine - A powerful platform to build web and mobile apps that scale automatically.

Cython - Cython is a language that makes writing C extensions for the Python language as easy as Python...

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