reloadium VS line_profiler

Compare reloadium vs line_profiler and see what are their differences.

line_profiler

Line-by-line profiling for Python (by pyutils)
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reloadium line_profiler
138 16
2,678 2,448
1.7% 4.9%
5.0 8.5
about 1 month ago about 1 month ago
Python Python
Apache License 2.0 GNU General Public License v3.0 or later
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.

reloadium

Posts with mentions or reviews of reloadium. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-04-04.

line_profiler

Posts with mentions or reviews of line_profiler. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-03-29.
  • Making Python 100x faster with less than 100 lines of Rust
    21 projects | news.ycombinator.com | 29 Mar 2023
    LineProfiler is the best tool to learn how to write performant Python and code optimization.

    https://github.com/pyutils/line_profiler

    You can literally see the hot spot of your code, then you can grind different algorithms or change the whole architecture to make it faster.

    For example replace short for loops to list comprehensions, vectorize all numpy operations (only vectorize partially do not help the issue), using 'not any()' instead or 'all()' for boolean, etc.

    Doing this for like 2 weeks, basically you can automatically recognized most bad code patterns in a glance.

  • Why is my Pubmed plant search app so slow?
    2 projects | /r/learnpython | 25 Mar 2023
    You may want to try using a package like line_profiler to narrow down where the time is spent.
  • Hot profiling for Python
    2 projects | /r/Python | 14 May 2022
    This looks really nice! Does it use line_profiler or is it a different implementation for the profiling? Either way the interface is fantastic!
  • Profiling and Analyzing Performance of Python Programs
    3 projects | dev.to | 4 Jan 2022
    # https://github.com/pyutils/line_profiler pip install line_profiler kernprof -l -v some-code.py # This might take a while... Wrote profile results to some-code.py.lprof Timer unit: 1e-06 s Total time: 13.0418 s File: some-code.py Function: exp at line 3 Line # Hits Time Per Hit % Time Line Contents ============================================================== 3 @profile 4 def exp(x): 5 1 4.0 4.0 0.0 getcontext().prec += 2 6 1 0.0 0.0 0.0 i, lasts, s, fact, num = 0, 0, 1, 1, 1 7 5818 4017.0 0.7 0.0 while s != lasts: 8 5817 1569.0 0.3 0.0 lasts = s 9 5817 1837.0 0.3 0.0 i += 1 10 5817 6902.0 1.2 0.1 fact *= i 11 5817 2604.0 0.4 0.0 num *= x 12 5817 13024902.0 2239.1 99.9 s += num / fact 13 1 5.0 5.0 0.0 getcontext().prec -= 2 14 1 2.0 2.0 0.0 return +s
  • Pyheatmagic: Profile and view your Python code as a heat map
    7 projects | news.ycombinator.com | 2 Nov 2021
  • Profiling Python code with memory_profiler
    3 projects | dev.to | 21 Apr 2021
    The memory_profiler tool is similar in spirit (and inspired by) the line_profiler tool , which I’ve written about as well. Whereas line_profiler tells you how much time is spent on each line, memory_profiler tells you how much memory is allocated (or freed) by each line. This allows you to see the real impact of each line of code and get a sense where memory usage. While the tool is quite helpful, there’s a few things to know about it to use it effectively. I’ll cover some details in this article.
  • Find a performance bottleneck in Python code
    2 projects | /r/pythontips | 3 Mar 2021

What are some alternatives?

When comparing reloadium and line_profiler you can also consider the following projects:

jurigged - Hot reloading for Python

SnakeViz - An in-browser Python profile viewer

manim - A community-maintained Python framework for creating mathematical animations.

PyNeuraLogic - PyNeuraLogic lets you use Python to create Differentiable Logic Programs

memory_profiler - Monitor Memory usage of Python code

hatch - Modern, extensible Python project management

RPA-Python - Python package for doing RPA

rich - Rich is a Python library for rich text and beautiful formatting in the terminal.

pprofile - Line-granularity, thread-aware deterministic and statistic pure-python profiler

pottery - Redis for humans. 🌎🌍🌏

psutil - Cross-platform lib for process and system monitoring in Python

pypyr automation task runner - pypyr task-runner cli & api for automation pipelines. Automate anything by combining commands, different scripts in different languages & applications into one pipeline process.