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
This is a Python program to get the source lines of code (SLOC) count for a given GitHub repository.

This is a Python program to get the source lines of code (SLOC) count for a given GitHub repository.

Nipuna Weerasekara 2 Mar 10, 2022
A static type analyzer for Python code

pytype - ? ✔ Pytype checks and infers types for your Python code - without requiring type annotations. Pytype can: Lint plain Python code, flagging c

Google 4k Dec 31, 2022
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
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
A system for Python that generates static type annotations by collecting runtime types

MonkeyType MonkeyType collects runtime types of function arguments and return values, and can automatically generate stub files or even add draft type

Instagram 4.1k Jan 02, 2023
Find usage statistics (imports, function calls, attribute access) for Python code-bases

Python Library stats This is a small library that allows you to query some useful statistics for Python code-bases. We currently report library import

Francisco Massa 13 May 02, 2022
Auto-generate PEP-484 annotations

PyAnnotate: Auto-generate PEP-484 annotations Insert annotations into your source code based on call arguments and return types observed at runtime. F

Dropbox 1.4k Dec 26, 2022
Calculator Python Package

Calculator Python Package This is a Calculator Package of Python. How To Install The Package? Install packagearinjoyn with pip (Package Installer Of P

Arinjoy_Programmer 1 Nov 21, 2021
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
A Python utility / library to sort imports.

Read Latest Documentation - Browse GitHub Code Repository isort your imports, so you don't have to. isort is a Python utility / library to sort import

Python Code Quality Authority 5.5k Jan 06, 2023
coala provides a unified command-line interface for linting and fixing all your code, regardless of the programming languages you use.

"Always code as if the guy who ends up maintaining your code will be a violent psychopath who knows where you live." ― John F. Woods coala provides a

coala development group 3.4k Jan 02, 2023
Checkov is a static code analysis tool for infrastructure-as-code.

Checkov - Prevent cloud misconfigurations during build-time for Terraform, Cloudformation, Kubernetes, Serverless framework and other infrastructure-as-code-languages with Checkov by Bridgecrew.

Bridgecrew 5.1k Jan 03, 2023
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
Guesslang detects the programming language of a given source code

Detect the programming language of a source code

Y. SOMDA 618 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
Code audit tool for python.

Pylama Code audit tool for Python and JavaScript. Pylama wraps these tools: pycodestyle (formerly pep8) © 2012-2013, Florent Xicluna; pydocstyle (form

Kirill Klenov 966 Dec 29, 2022
An app to show the total number of lines of code written by an user.

Lines of code Have you ever wondered how many lines of code you wrote in github? This tool will calculate it for you! To calculate the total number of

B.Jothin kumar 10 Jan 26, 2022
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
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
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