The Best 316 Logging Libraries

Your story: You're trying to figure out why your Python code isn't doing what you think it should be doing. You'd love to use a full-fledged debugger with breakpoints and watches, but you can't be bo…

How to add a handler? How to set up logs formatting? How to filter messages? How to set level? If you want to send logged messages to a file, you just have to use a string path as the sink. It can be…

Sacred is a tool to help you configure, organize, log and reproduce experiments. It is designed to do all the tedious overhead work that you need to do around your actual experiment in order to: Sacr…

VizTracer is a low-overhead logging/debugging/profiling tool that can trace and visualize your python code execution. The preferred way to install VizTracer is via pip Assume you have a python script…

Use one of our logging APIs (Python or Rust) to log rich data, such as images and point clouds, to the Rerun Viewer, where it is visualized live or after the fact. Some shortcomings: Rerun uses an op…

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Ethereum ETL lets you convert blockchain data into convenient formats like CSVs and relational databases. Install Ethereum ETL: For the latest version, check out the repo and call Build a docker imag…

These three functionalities enable a variety of use cases for data scientists, machine learning engineers, and data engineers: From here, you can quickly log a dataset: And voilà, you now have a whyl…

This repository is a collection of Python library code for building Python applications. The code is collected from Google's own Python code base, and has been extensively tested and used in producti…

Palanteer is a set of lean and efficient tools to improve the quality of software, for C++ and Python programs. Simple code instrumentation, mostly automatic in Python, delivers powerful features: Pa…

syslog-ng is an enhanced log daemon, supporting a wide range of input and output methods: syslog, unstructured text, message queues, databases (SQL and NoSQL alike), and more. The simplest configurat…

This library is licensed under the MIT-0 License. See the LICENSE file.

This library is provided to allow standard python logging to output log data as json objects. With JSON we can make our logs more readable by machines and we can stop writing custom parsers for syslo…

Logbook is a nice logging replacement. It should be easy to setup, use and configure and support web applications :)

This project ensures compatibility with the current supported versions of the Python. As new Python versions are released, support for them is added and as old Python versions reach their end of life…

With Django Hijack, admins can log in and work on behalf of other users without having to know their credentials. I am using django-hijack on a project with hundreds of users, wonderful tool for supp…

Standard logging can't answer these questions. But with a better model you could understand what and why things happened in your application. You could pinpoint performance bottlenecks, you could und…

Robust and effective logging for Python 2 and 3. Installation: This is the output: The logged JSON object has these fields: Take a look at the documentation for more information and examples: Here's …

You're trying to figure out why your Python code isn't doing what you think it should be doing. You'd love to use a full-fledged debugger with breakpoints and watches, but you can't be bothered to se…

Install from pip Install from source code: 举例说明：

Data exported for each message regardless of the platform: The Telegram API works differently: you will first need to setup Chatistics, then query your chat logs programmatically. This process is doc…

A Anti-DDoS script to protect Nginx web servers using Lua with a Javascript based authentication puzzle inspired by Cloudflare I am under attack mode I built my own Anti-DDoS authentication HTML page…

Auditlog is created out of the need for a simple Django app that logs changes to models along with the user who made the changes (later referred to as actor). Existing solutions seemed to offer a typ…

Este bot tem o seu código aberto, de forma que qualquer pessoa pode vê-lo, fazer uma fork, ou updates. Desenvolvi esse bot inicialmente para o meu uso pessoal. Eu decidi publica-lo aqui para ajudar o…

colorlog currently requires Python 3.6 or higher. Older versions (below 5.x.x) support Python 2.6 and above. This library is almost a decade old and supported a wide set of Python versions for most o…

Test tube is a python library to track and parallelize hyperparameter search for Deep Learning and ML experiments. It's framework agnostic and built on top of the python argparse API for ease of use.…

CloudWatch Logs is a log management service built into AWS. It is conceptually similar to services like Splunk, Datadog, and Loggly, but is more lightweight, cheaper, and tightly integrated with the …

See Also: repos which contains hundreds more scripts and programs for Cloud, Big Data, SQL, NoSQL, Web and Linux. Hari Sekhon Cloud & Big Data Contractor, United Kingdom List all programs: Run an…

Tired of useless job of putting all your variables into debug exception messages? Just stop it. Automate it and clean your code. Once and for all. Turn a code totally covered by debug formatting from…