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psutil VS s3-lambda

Compare psutil VS s3-lambda and see what are their differences

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Contents:
  1. » Base Details
  2. » Reviews
  3. » Alternatives

psutil logo psutil

psutil is a module providing an interface for retrieving information on all running processes and...

s3-lambda logo s3-lambda

Lambda functions over S3 objects: each, map, reduce, filter
  • psutil Landing page
    Landing page //
    2023-09-26
  • s3-lambda Landing page
    Landing page //
    2022-11-04

psutil features and specs

  • Cross-Platform Compatibility
    Psutil is designed to work across different operating systems including Linux, Windows, and macOS, providing a unified API for system monitoring.
  • Comprehensive Functionality
    It offers a wide range of features for monitoring system performance metrics such as CPU usage, memory, disks, network, and system sensors.
  • Active Maintenance and Support
    Psutil is actively maintained with regular updates and bug fixes, ensuring that it remains reliable and up-to-date with new system metrics and features.
  • Well-Documented
    The library comes with extensive documentation and examples, making it easier for developers to integrate and utilize its functionalities.
  • Pythonic API
    Psutil provides a clear and Pythonic interface, allowing Python developers to easily integrate system monitoring capabilities into their applications.

Possible disadvantages of psutil

  • Resource Intensive
    While providing extensive monitoring capabilities, psutil can be resource-intensive, potentially impacting system performance when monitoring frequently or on resource-constrained systems.
  • Platform-Specific Limitations
    Some functionality may not be available on all platforms, requiring platform-specific considerations or workarounds in application development.
  • Requires Administrative Privileges
    Certain metrics and functionalities may require administrative privileges, potentially limiting usage in restricted environments or without proper permissions.
  • Version Compatibility
    There may be compatibility issues between different versions of psutil and Python, requiring careful management of dependencies in larger projects.

s3-lambda features and specs

  • Batch processing of S3 objects
    s3-lambda provides a straightforward way to perform batch operations on large numbers of S3 objects, enabling map, filter, and reduce-style processing over entire S3 buckets or prefixes without writing boilerplate code.
  • Familiar functional API
    The library uses a functional programming paradigm with operations like map, filter, and reduce, making it intuitive for JavaScript developers to process S3 objects using patterns they already know.
  • Built-in concurrency control
    s3-lambda handles parallel processing of S3 objects with configurable concurrency, allowing users to control how many operations run simultaneously and avoid overwhelming AWS resources or hitting rate limits.
  • Context-aware operations
    The library provides a context object within each operation that includes useful metadata about the current object being processed, simplifying access to S3 object properties during transformations.
  • Easy integration with Lambda
    Designed to work seamlessly within AWS Lambda functions, making it straightforward to set up event-driven, serverless pipelines for processing large volumes of S3 data without managing infrastructure.

Possible disadvantages of s3-lambda

  • Unmaintained project
    The repository appears to be no longer actively maintained, with limited recent commits and unresolved issues, which raises concerns about long-term reliability, security patches, and compatibility with newer AWS SDK versions.
  • Limited documentation
    The project's documentation is relatively sparse, lacking comprehensive examples, edge case handling guidance, and detailed API references, which can make it challenging for new users to adopt effectively.
  • AWS SDK version dependency
    The library depends on an older version of the AWS SDK for JavaScript, which may conflict with projects using the newer AWS SDK v3 and could miss out on performance improvements and features in updated SDKs.
  • Limited error handling flexibility
    The built-in error handling mechanisms are relatively basic, and handling partial failures or implementing sophisticated retry logic for individual object operations requires additional custom code from the developer.
  • Narrow scope of functionality
    The library is tightly focused on S3 object processing and does not integrate with other AWS services or provide utilities beyond basic map/filter/reduce operations, limiting its usefulness in more complex data pipeline scenarios.

Analysis of s3-lambda

Overall verdict

  • s3-lambda is a useful Node.js library for performing operations like map, reduce, and filter directly on S3 objects using Lambda, making it good for developers who need efficient, serverless-based batch processing of S3 data without managing infrastructure. It is well suited for smaller to medium projects but may not be actively maintained for enterprise-scale needs.

Why this product is good

  • Simplifies common S3 batch operations (map, filter, reduce) with a clean, functional API
  • Leverages AWS Lambda for scalable, serverless parallel processing of S3 objects
  • Reduces boilerplate code for iterating over and transforming large numbers of S3 objects
  • Open-source and free to use, allowing customization for specific workflows
  • Integrates well with existing AWS infrastructure and Node.js applications

Recommended for

  • Developers building serverless data pipelines on AWS
  • Teams needing to process or transform large sets of S3 objects without provisioning servers
  • Node.js developers looking for a functional programming approach to S3 operations
  • Projects with batch processing needs that fit within Lambda's execution limits
  • Prototyping or small-to-medium scale ETL tasks involving S3 data

Category Popularity

0-100% (relative to psutil and s3-lambda)

psutil

s3-lambda

Monitoring Tools
100 100%
Monitoring Tools
0% 0
Data Dashboard
0 0%
Data Dashboard
100% 100
Command Line Tools
100 100%
Command Line Tools
0% 0
Databases
0 0%
Databases
100% 100

User comments

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Social recommendations and mentions

Based on our record, psutil seems to be more popular. It has been mentiond 1 time 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.

psutil mentions (1)

  • Profiling Python code with memory_profiler
    It uses the psutil library (or can use tracemalloc or posix) to access process information in a cross platform way, so it works on Windows, Mac, and Linux. - Source: dev.to / over 5 years ago

s3-lambda mentions (0)

We have not tracked any mentions of s3-lambda yet. Tracking of s3-lambda recommendations started around Mar 2021.

What are some alternatives?

When comparing psutil and s3-lambda, you can also consider the following products

nmon - This systems administrator, tuner, benchmark tool gives you a huge amount of important performance...

gtop - System monitoring dashboard for terminal

iftop - iftop does for network usage what top(1) does for CPU usage.

vtop - vtop is a graphical command-line tool that uses unicode braille to chart CPU and memory usage.

Atop - An advanced interactive monitor for Linux-systems to view the load on system-level and...

Iotop - Iotop's homepage

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