Find usage statistics (imports, function calls, attribute access) for Python code-bases

Related tags

Code Analysispython-lib-stats
Overview

Python Library stats

This is a small library that allows you to query some useful statistics for Python code-bases. We currently report library imports, function calls and attributes.

Usage

In order to find all uses (imports / function calls / attribute queries) from library over codebase , run the following command:

python main.py --local_dir 
   
     --library_name

Example

Looking for all torchvision occurrences on the DETR codebase yields:

===========================================================================
                                  Imports
===========================================================================
                                                                    | Count
---------------------------------------------------------------------------
    torchvision                                                     : 4
    torchvision.ops._new_empty_tensor                               : 1
    torchvision.ops.misc._output_size                               : 1
    torchvision.ops.boxes.box_area                                  : 1
    torchvision.transforms                                          : 1
    torchvision.transforms.functional                               : 1
    torchvision.models._utils.IntermediateLayerGetter               : 1
===========================================================================
                                   Calls
===========================================================================
                                                                    | Count
---------------------------------------------------------------------------
    torchvision.__version__.split                                   : 2
    torchvision.ops.boxes.box_area                                  : 2
    torchvision.transforms.RandomCrop.get_params                    : 2
    torchvision._is_tracing                                         : 1
    torchvision.ops.misc._output_size                               : 1
    torchvision.ops._new_empty_tensor                               : 1
    torchvision.ops.misc.interpolate                                : 1
    torchvision.transforms.functional.crop                          : 1
    torchvision.transforms.functional.hflip                         : 1
    torchvision.transforms.functional.resize                        : 1
    torchvision.transforms.functional.pad                           : 1
    torchvision.transforms.functional.to_tensor                     : 1
    torchvision.transforms.RandomErasing                            : 1
    torchvision.transforms.functional.normalize                     : 1
    torchvision.models._utils.IntermediateLayerGetter               : 1
    torchvision.models.{?}                                          : 1
===========================================================================
                                   Attrs
===========================================================================
                                                                    | Count
---------------------------------------------------------------------------
    torchvision.__version__.split                                   : 2
    torchvision.ops.boxes.box_area                                  : 2
    torchvision.datasets.CocoDetection                              : 2
    torchvision.transforms.RandomCrop.get_params                    : 2
    torchvision._is_tracing                                         : 1
    torchvision.ops.misc._output_size                               : 1
    torchvision.ops._new_empty_tensor                               : 1
    torchvision.ops.misc.interpolate                                : 1
    torchvision.transforms.functional.crop                          : 1
    torchvision.transforms.functional.hflip                         : 1
    torchvision.transforms.functional.resize                        : 1
    torchvision.transforms.functional.pad                           : 1
    torchvision.transforms.functional.to_tensor                     : 1
    torchvision.transforms.RandomErasing                            : 1
    torchvision.transforms.functional.normalize                     : 1
    torchvision.models._utils.IntermediateLayerGetter               : 1
    torchvision.models                                              : 1
Owner
Francisco Massa
Francisco Massa
GitHub Repository
C/C++ Dependency Analyzer: a rewrite of John Lakos' dep_utils (adep/cdep/ldep) from

Version bêta d'un système pour suivre les prix des livres chez Books to Scrape, un revendeur de livres en ligne. En pratique, dans cette version bêta, le programme n'effectuera pas une véritable surv

Olzhas Rakhimov 125 Sep 21, 2022
pycallgraph is a Python module that creates call graphs for Python programs.

Project Abandoned Many apologies. I've stopped maintaining this project due to personal time constraints. Blog post with more information. I'm happy t

gak 1.7k Jan 01, 2023
An interpreter for the X1 bytecode.

X1 Bytecode Interpreter The X1 Bytecode is bytecode designed for simplicity in programming design and compilation. Bytecode Instructions push

Thanasis Tzimas 1 Jan 15, 2022
Find dead Python code

Vulture - Find dead code Vulture finds unused code in Python programs. This is useful for cleaning up and finding errors in large code bases. If you r

Jendrik Seipp 2.4k Jan 03, 2023
Performant type-checking for python.

Pyre is a performant type checker for Python compliant with PEP 484. Pyre can analyze codebases with millions of lines of code incrementally – providi

Facebook 6.2k Jan 07, 2023
Pymwp is a tool for automatically performing static analysis on programs written in C

pymwp: MWP analysis in Python pymwp is a tool for automatically performing static analysis on programs written in C, inspired by "A Flow Calculus of m

Static Analyses of Program Flows: Types and Certificate for Complexity 2 Dec 02, 2022
Static type checker for Python

Static type checker for Python Speed Pyright is a fast type checker meant for large Python source bases. It can run in a “watch” mode and performs fas

Microsoft 9.4k Jan 07, 2023
TidyPy is a tool that encapsulates a number of other static analysis tools and makes it easy to configure, execute, and review their results.

TidyPy Contents Overview Features Usage Docker Configuration Ignoring Issues Included Tools Included Reporters Included Integrations Extending TidyPy

Jason Simeone 33 Nov 27, 2022
The uncompromising Python code formatter

The Uncompromising Code Formatter “Any color you like.” Black is the uncompromising Python code formatter. By using it, you agree to cede control over

Python Software Foundation 30.7k Dec 28, 2022
Optional static typing for Python 3 and 2 (PEP 484)

Mypy: Optional Static Typing for Python Got a question? Join us on Gitter! We don't have a mailing list; but we are always happy to answer questions o

Python 14.4k Jan 05, 2023
Metrinome is an all-purpose tool for working with code complexity metrics.

Overview Metrinome is an all-purpose tool for working with code complexity metrics. It can be used as both a REPL and API, and includes: Converters to

26 Dec 26, 2022
CodeAnalysis - Static Code Analysis: a code comprehensive analysis platform

TCA, Tencent Cloud Code Analysis English | 简体中文 What is TCA Tencent Cloud Code A

Tencent 1.3k Jan 07, 2023
Unbearably fast O(1) runtime type-checking in pure Python.

Look for the bare necessities, the simple bare necessities. Forget about your worries and your strife. — The Jungle Book.

1.4k Dec 29, 2022
A simple stopwatch for measuring code performance with static typing.

A simple stopwatch for measuring code performance. This is a fork from python-stopwatch, which adds static typing and a few other things.

Rafael 2 Feb 18, 2022
Inspects Python source files and provides information about type and location of classes, methods etc

prospector About Prospector is a tool to analyse Python code and output information about errors, potential problems, convention violations and comple

Python Code Quality Authority 1.7k Dec 31, 2022
🦔 PostHog is developer-friendly, open-source product analytics.

PostHog provides open-source product analytics, built for developers. Automate the collection of every event on your website or app, with no need to send data to 3rd parties. With just 1 click you ca

PostHog 10.3k Jan 01, 2023
Typing-toolbox for Python 3 _and_ 2.7 w.r.t. PEP 484.

Welcome to the pytypes project pytypes is a typing toolbox w.r.t. PEP 484 (PEP 526 on the road map, later also 544 if it gets accepted). Its main feat

Stefan Richthofer 188 Dec 29, 2022
Collection of library stubs for Python, with static types

typeshed About Typeshed contains external type annotations for the Python standard library and Python builtins, as well as third party packages as con

Python 3.3k Jan 02, 2023
Python package to parse and generate C/C++ code as context aware preprocessor.

Devana Devana is a python tool that make it easy to parsing, format, transform and generate C++ (or C) code. This tool uses libclang to parse the code

5 Dec 28, 2022
Print a directory tree structure in your Python code.

directory-structure Print a directory tree structure in your Python code. Download You can simply: pip install directory-structure Or you can also: Cl

Gabriel Stork 45 Dec 19, 2022