Websocket

In-process service that will accept unix domain socket connections and present the stacktraces

Manhole is in-process service that will accept unix domain socket connections and present the stacktraces for all threads and an interactive prompt. It can either work as a python daemon thread waiting for connections at all times or a signal handler (stopping your application and waiting for a connection). Access to the socket is restricted to the application’s effective user id or root. This is just like Twisted’s manhole. It’s simpler (no dependencies), it only runs on Unix domain sockets […]

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Debugger

Debugger capable of attaching to and injecting code into python processes

DISCLAIMER: This is not an official google project, this is just something I wrote while at Google. What this is Pyringe is a python debugger capable of attaching to running processes, inspecting their state and even of injecting python code into them while they’re running. With pyringe, you can list threads, get tracebacks, inspect locals/globals/builtins of running functions, all without having to prepare your program for it. What this is not A “Google project”. It’s my internship project that got […]

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line-by-line

A module for doing line-by-line profiling of functions for Python

line_profiler and kernprof line_profiler is a module for doing line-by-line profiling of functions. kernprof is a convenient script for running either line_profiler or the Python standard library’s cProfile or profile modules, depending on what is available. Installation Note: As of version 2.1.2, pip install line_profiler does not work. Please install as follows until it is fixed in the next release: git clone https://github.com/rkern/line_profiler.git find line_profiler -name ‘*.pyx’ -exec cython {} ; cd line_profiler pip install . –user Releases of line_profiler […]

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Data Visualization

A Python package providing rich and interactive visualizations

vprof is a Python package providing rich and interactive visualizations for various Python program characteristics such as running time and memory usage. It supports Python 3.4+ and distributed under BSD license. The project is in active development and some of its features might not work as expected. Screenshots Contributing All contributions are highly encouraged! You can add new features, report and fix existing bugs and write docs and tutorials. Feel free to open an issue or send a pull request! […]

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Django

A drop-in replacement for Django’s runserver

About A drop in replacement for Django’s built-in runserver command. Features include: An extendable interface for handling things such as real-time logging. Integration with the werkzeug interactive debugger. Threaded (default) and multi-process development servers. Ability to specify a WSGI application as your target environment. Note django-devserver works on Django 1.3 and newer Installation To install the latest stable version: pip install git+git://github.com/dcramer/django-devserver#egg=django-devserver django-devserver has some optional dependancies, which we highly recommend installing. pip install sqlparse — pretty SQL formatting pip […]

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Debugger

A toolbar overlay for debugging Flask applications

This is a port of the excellent django-debug-toolbar for Flask applications. Installation Installing is simple with pip: $ pip install flask-debugtoolbar Usage Setting up the debug toolbar is simple: from flask import Flask from flask_debugtoolbar import DebugToolbarExtension app = Flask(__name__) # the toolbar is only enabled in debug mode: app.debug = True # set a ‘SECRET_KEY’ to enable the Flask session cookies app.config[‘SECRET_KEY’] = ” toolbar = DebugToolbarExtension(app) The toolbar will automatically be injected into Jinja templates when debug mode […]

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Debugger

A pure-Python library for parsing and analyzing ELF files and DWARF debugging information

pyelftools is a pure-Python library for parsing and analyzing ELF files and DWARF debugging information. See the User’s guide for more details. Pre-requisites As a user of pyelftools, one only needs Python to run. It works with Python versions 2.7 and 3.x (x >= 5). For hacking on pyelftools the requirements are a bit more strict, please see the hacking guide. Installing pyelftools can be installed from PyPI (Python package index): > pip install pyelftools Alternatively, you can download the […]

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Debugger

IceCream: Never use print() to debug again

IceCream — Never use print() to debug again Do you ever use print() or log() to debug your code? Of course you do. IceCream, or ic for short, makes print debugging a little sweeter. IceCream is well tested, permissively licensed, and supports Python 2, Python 3, PyPy2, and PyPy3. Inspect Variables Have you ever printed variables or expressions to debug your program? If you’ve ever typed something like or the more thorough print(“foo(‘123’)”, foo(‘123’)) then ic() is here to help. […]

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Deep Learning

Caffe: a fast open framework for deep learning

Caffe Caffe is a deep learning framework made with expression, speed, and modularity in mind. It is developed by Berkeley AI Research (BAIR)/The Berkeley Vision and Learning Center (BVLC) and community contributors. Check out the project site for all the details like and step-by-step examples. Custom distributions Community Please join the caffe-users group or gitter chat to ask questions and talk about methods and models. Framework development discussions and thorough bug reports are collected on Issues. Happy brewing! License and […]

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Deep Learning

Keras: Deep Learning for Python

Keras Under Construction In the near future, this repository will be used once again for developing the Keras codebase. For the time being, the Keras codebase is being developed at tensorflow/tensorflow, and any PR or issue should be directed there. GitHub https://github.com/keras-team/keras    

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