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Python随身听-2020-10-13技术精选 #22

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de8ug opened this issue Oct 13, 2020 · 0 comments
Open
17 tasks done

Python随身听-2020-10-13技术精选 #22

de8ug opened this issue Oct 13, 2020 · 0 comments

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de8ug commented Oct 13, 2020

Python随身听-2020-10-13-技术精选

致读者:亲爱的「Python随身听」的观众们,这是由DE8UG的人工非智能给你带来的新的一期技术精选。
主要为编程初学者,开发工程师,算法工程师,数据分析师,运维,测试,运营,产品等各个岗位的Python爱好者带来Python世界的流行趋势,前沿技术。
你可以挑选自己喜欢的项目尽情玩耍,任何想法欢迎留言讨论。
本文的结构和内容会经常更新,每天10:24分左右发布,感谢订阅🆙和收藏☆。
(点击原文或到pythonradio.online网站查看可点击的文档链接)

🤩Python随身听-技术精选: /twintproject/twint

👉An advanced Twitter scraping & OSINT tool written in Python that doesn't use Twitter's API, allowing you to scrape a user's followers, following, Tweets and more while evading most API limitations.

😎TOPICS: osint,twitter,python,scrape,tweets,elasticsearch,kibana,scrape-followers,scrape-likes,scrape-following,twint,tweep

⭐️STARS:7930, 今日上升数↑:142

👉README:

TWINT - Twitter Intelligence Tool

No authentication. No API. No limits.

Twint is an advanced Twitter scraping tool written in Python that allows for scraping Tweets from Twitter profiles without using Twitter's API.

Twint utilizes Twitter's search operators to let you scrape Tweets from specific users, scrape Tweets relating to certain topics, hashtags & trends, or sort out sensitive information from Tweets like e-mail and phone numbers. I find this very useful, and you can get really creative with it too.

Twint also makes special queries to Twitter allowing you to also scrape a Twitter user's followers, Tweets a user has liked, and who they follow without any authentication, API, Selenium, or browser emulation.

tl;dr Benefits

Some of the benefits of using Twint vs Twitter API:

  • Can fetch almost all Tweets (Twitter API limits to last 3200 Tweets only);
  • Fast initial setup;
  • Can be used anonymously and without Twitter sign up;
  • No rate limitations.

Limits imposed by Twi...

地址:https://github.com/twintproject/twint


🤩Python随身听-技术精选: /TurboWay/big_screen

👉数据大屏可视化

😎TOPICS: ``

⭐️STARS:472, 今日上升数↑:122

👉README:

big_screen

数据大屏可视化

功能

便利性工具, 结构简单, 直接传数据就可以实现数据大屏

安装

pip install -i https://pypi.tuna.tsinghua.edu.cn/simple flask

运行

python app.py;

地址:https://github.com/TurboWay/big_screen


🤩Python随身听-技术精选: /The-Art-of-Hacking/h4cker

👉This repository is primarily maintained by Omar Santos and includes thousands of resources related to ethical hacking / penetration testing, digital forensics and incident response (DFIR), vulnerability research, exploit development, reverse engineering, and more.

😎TOPICS: hacking,penetration-testing,hacking-series,video-course,cybersecurity,ethical-hacking,ethicalhacking,hacker,exploit,exploits,exploit-development,vulnerability,vulnerability-scanners,vulnerability-assessment,vulnerability-management,vulnerability-identification,awesome-lists,awesome-list,training,hackers

⭐️STARS:7593, 今日上升数↑:149

👉README:

Cyber Security Resources

This repository includes thousands of cybersecurity-related references and resources and it is maintained by Omar Santos. This GitHub repository has been created to provide supplemental material to several books, video courses, and live training created by Omar Santos and other co-authors. It provides over 7,000 references, scripts, tools, code, and other resources that help offensive and defensive security professionals learn and develop new skills. This GitHub repository provides guidance on how build your own hacking environment, learn about offensive security (ethical hacking) techniques, vulnerability research, exploit development, reverse engineering, malware analysis, threat intelligence, threat hunting, digital forensics and incident response (DFIR), includes examples of real-life penetration testing reports, and more.

The Art of Hacking Series

The [...

地址:https://github.com/The-Art-of-Hacking/h4cker


🤩Python随身听-技术精选: /CorentinJ/Real-Time-Voice-Cloning

👉Clone a voice in 5 seconds to generate arbitrary speech in real-time

😎TOPICS: deep-learning,pytorch,tensorflow,tts,voice-cloning,python

⭐️STARS:20163, 今日上升数↑:268

👉README:

Real-Time Voice Cloning

This repository is an implementation of Transfer Learning from Speaker Verification to
Multispeaker Text-To-Speech Synthesis
(SV2TTS) with a vocoder that works in real-time. Feel free to check my thesis if you're curious or if you're looking for info I haven't documented. Mostly I would recommend giving a quick look to the figures beyond the introduction.

SV2TTS is a three-stage deep learning framework that allows to create a numerical representation of a voice from a few seconds of audio, and to use it to condition a text-to-speech model trained to generalize to new voices.

Video demonstration (click the picture):

Papers implemented

URL Designation Title Implementation source
1806.04558 SV2TTS **Transfer Learning from Speaker Verification to Multispeaker Text-To-Sp...

地址:https://github.com/CorentinJ/Real-Time-Voice-Cloning


🤩Python随身听-技术精选: /scikit-learn/scikit-learn

👉scikit-learn: machine learning in Python

😎TOPICS: machine-learning,python,statistics,data-science,data-analysis

⭐️STARS:42590, 今日上升数↑:16

👉README:

.. -- mode: rst --

|Azure|_ |Travis|_ |Codecov|_ |CircleCI|_ |PythonVersion|_ |PyPi|_ |DOI|_

.. |Azure| image:: https://dev.azure.com/scikit-learn/scikit-learn/_apis/build/status/scikit-learn.scikit-learn?branchName=master
.. _Azure: https://dev.azure.com/scikit-learn/scikit-learn/_build/latest?definitionId=1&branchName=master

.. |Travis| image:: https://api.travis-ci.org/scikit-learn/scikit-learn.svg?branch=master
.. _Travis: https://travis-ci.org/scikit-learn/scikit-learn

.. |Codecov| image:: https://codecov.io/github/scikit-learn/scikit-learn/badge.svg?branch=master&service=github
.. _Codecov: https://codecov.io/github/scikit-learn/scikit-learn?branch=master

.. |CircleCI| image:: https://circleci.com/gh/scikit-learn/scikit-learn/tree/master.svg?style=shield&circle-token=:circle-token
.. _CircleCI: https://circleci.com/gh/scikit-learn/scikit-learn

.. |PythonVersion| image:: https://img.shields.io/badge/python-3.6%20%7C%203.7%20%7C%203.8-blue
.. _PythonVersion: https://img.shields.io/badge/python-3.6...

地址:https://github.com/scikit-learn/scikit-learn


🤩Python随身听-技术精选: /timgrossmann/InstaPy

👉📷 Instagram Bot - Tool for automated Instagram interactions

😎TOPICS: instagram,clarifai,automation,script,python,selenium,bot

⭐️STARS:11671, 今日上升数↑:15

👉README:

InstaPy

Tooling that automates your social media interactions to “farm” Likes, Comments, and Followers on Instagram Implemented in Python using the Selenium module.

地址:https://github.com/timgrossmann/InstaPy


🤩Python随身听-技术精选: /home-assistant/core

👉:house_with_garden: Open source home automation that puts local control and privacy first

😎TOPICS: python,home-automation,iot,internet-of-things,mqtt,raspberry-pi,asyncio,hacktoberfest

⭐️STARS:36192, 今日上升数↑:26

👉README:

Home Assistant |Chat Status|

Open source home automation that puts local control and privacy first. Powered by a worldwide community of tinkerers and DIY enthusiasts. Perfect to run on a Raspberry Pi or a local server.

Check out home-assistant.io <https://home-assistant.io>__ for a demo <https://home-assistant.io/demo/>, installation instructions <https://home-assistant.io/getting-started/>,
tutorials <https://home-assistant.io/getting-started/automation-2/>__ and documentation <https://home-assistant.io/docs/>__.

|screenshot-states|

Featured integrations

|screenshot-components|

The system is built using a modular approach so support for other devices or actions can be implemented easily. See also the `section on architecture <https://developers.home-assistant.io/docs/en/architectu...

地址:https://github.com/home-assistant/core


🤩Python随身听-技术精选: /facebookresearch/TransCoder

👉Public release of the TransCoder research project https://arxiv.org/pdf/2006.03511.pdf

😎TOPICS: ``

⭐️STARS:863, 今日上升数↑:13

👉README:

TransCoder

Pytorch original implementation of TransCoder in Unsupervised Translation of Programming Languages

Dependencies

  • Python 3
  • NumPy
  • PyTorch
  • fastBPE (generate and apply BPE codes)
  • Moses (scripts to clean and tokenize text only - no installation required)
  • Apex (for fp16 training)
  • libclang (for C++ tokenization)
  • submitit (to run the preprocessing pipeline on remote machine)
  • six
  • sacrebleu (pip install sacrebleu=="1.2.11")

If your libclang.so is not in /usr/lib/llvm-7/lib/, replace the path to libclang.so to the correct path ...

地址:https://github.com/facebookresearch/TransCoder


🤩Python随身听-技术精选: /python-geeks/Automation-scripts

👉Repo for creating awesome automation scripts to make my panda lazier

😎TOPICS: python,automation,hacktoberfest,hacktoberfest2020,hacktoberfest-accepted

⭐️STARS:49, 今日上升数↑:15

👉README:

Automation-scripts

Do you know anything that can help all to easy our tough life than tell that secret to us and help us to become lazy like Panda

Update 1 :

Thanks for all contributors my panda stopped cycling now 🛴

Update 2 :

Cheers to all, my panda removed exercise from daily schedule 🤸‍♂️

And it's okay if you're not aware of process. Kindly raise query by creating pull request (In query template). Here is the link for that how to create a pull request in other's Repo

How to create pull request

These are my Lazy Panda Goals

  • Goal Achieved - 59/75

  • Goal 25 - Panda stopped Cycling (Completed)

  • Goal 50 - Panda stopped doing Exercise

  • Goal 75 - Panda stopped Playing outdoor games

  • Goal 100 - Panda hire someone for cleaning house

Leave a star => Contribution in arranging Food for panda 😴

...

地址:https://github.com/python-geeks/Automation-scripts


🤩Python随身听-技术精选: /donnemartin/system-design-primer

👉Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

😎TOPICS: programming,development,design,design-system,system,design-patterns,web,web-application,webapp,python,interview,interview-questions,interview-practice

⭐️STARS:109031, 今日上升数↑:90

👉README:

*English日本語简体中文繁體中文 | العَرَبِيَّة‎বাংলাPortuguês do BrasilDeutschελληνικάעבריתItaliano한국어فارسیPolskiрусский языкEspañol ∙ [...

地址:https://github.com/donnemartin/system-design-primer


🤩Python随身听-技术精选: /pytorch/fairseq

👉Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

😎TOPICS: python,pytorch,artificial-intelligence

⭐️STARS:9194, 今日上升数↑:16

👉README:



MIT License Latest Release Build Status Documentation Status

Fairseq(-py) is a sequence modeling toolkit that allows researchers and
developers to train custom models for translation, summarization, language
modeling and other text generation tasks.
We provide reference implementations of various sequence modeling papers:

地址:https://github.com/pytorch/fairseq


🤩Python随身听-技术精选: /jackfrued/Python-100-Days

👉Python - 100天从新手到大师

😎TOPICS: ``

⭐️STARS:93907, 今日上升数↑:96

👉README:

Python - 100天从新手到大师

作者:骆昊

说明:从项目上线到获得8w+星标以来,一直收到反馈说基础部分(前15天的内容)对新手来说是比较困难的,建议有配套视频进行讲解。最近把基础部分的内容重新创建了一个名为“Python-Core-50-Courses”的项目,用更为简单通俗的方式重写了这部分内容并附带了视频讲解,初学者可以关注下这个新项目。国内用户如果访问GitHub比较慢的话,也可以关注我的知乎号Python-Jack上的“从零开始学Python”专栏,专栏会持续更新,还有大家比较期待的“数据分析”的内容也即将上线,欢迎大家关注我在知乎的专栏、文章和回答

创作不易,感谢大家的打赏支持,这些钱基本不会用于购买咖啡,而是通过腾讯公益、美团公益、水滴筹等平台捐赠给需要帮助的人(点击了解捐赠情况)。需要加入QQ交流群的可以扫描下面的二维码,交流群会为大家提供学习资源问题解答,还会持续为大家带来免费的线上Python体验课和行业公开课,敬请关注。

Python应用领域和职业发展分析

简单的说,Python是一个“优雅”、“明确”、“简单”的编程语言。

  • 学习曲线低,非专业人士也能上手
  • 开源系统,拥有强大的生态圈
  • 解释型语言,完美的平台可移植性
  • 动态类型语言,支持面向对象和函数式编程
  • 代码规范程度高,可读性强

Python在以下领域都有用武之地。

  • 后端开发 - Python / Java / Go / PHP
  • DevOps - Python / Shell / Ruby
  • 数据采集 - Python / C++ / Java
  • 量化交易 - Python / C++ / R
  • 数据科学 - Python / R / Julia / Matlab
  • 机器学习 - Python / R / C++ / Julia
  • 自动...

地址:https://github.com/jackfrued/Python-100-Days


🤩Python随身听-技术精选: /Ciphey/Ciphey

👉⚡ Automatically decrypt encryptions without knowing the key or cipher, decode encodings, and crack hashes ⚡

😎TOPICS: decryption,natural-language-processing,cryptography,cipher,artificial-intelligence,ctf-tools,ctf,cpp,python,hacking,pentesting,deep-neural-network,hashes,cyberchef-magic,encryptions,encodings,hacktoberfest

⭐️STARS:5038, 今日上升数↑:53

👉README:

Translations
🇮🇩 ID 🇮🇹 IT 🇩🇪 DE 🇭🇺 HU 🇳🇱 NL 🇧🇷 PT-BR 🇷🇺 RU 🇫🇷 FR 🇨🇳 ZH

➡️ Documentation | Discord | https://github.com/Ciphey/Ciphey


🤩Python随身听-技术精选: /apprenticeharper/DeDRM_tools

👉DeDRM tools for ebooks

😎TOPICS: ``

⭐️STARS:8598, 今日上升数↑:18

👉README:

DeDRM_tools

DeDRM tools for ebooks

This is a repository of all the scripts and other tools for removing DRM from ebooks that I could find, committed in date order as best as I could manage. (Except for the Requiem tools for Apple's iBooks, and Convert LIT for Microsoft's .lit ebooks.)

Mostly it tracks the tools released by Apprentice Alf, athough it also includes the individual tools and their histories from before Alf had a blog.

Users should download the latest zip archive.
Developers might be interested in forking the repository, as it contains unzipped versions of those tools that are zipped to make the changes over time easier to follow.

For the latest Amazon KFX format, users of the calibre plugin should also install the KFX Input p...

地址:https://github.com/apprenticeharper/DeDRM_tools


🤩Python随身听-技术精选: /Pitt-CSC/Summer2021-Internships

👉Collection of Summer 2021 tech internships!

😎TOPICS: interview-preparation,internships,hacktoberfest

⭐️STARS:2173, 今日上升数↑:13

👉README:

Summer 2021 Internships ☀️👩‍💻

Use this repo to share and keep track of any tech-related internships. For a Google Sheet 📝 version of this repo (that remains in sync with this table) click here! For more tips on the internship process check out the Zero to Offer 📈 program here.

📫 Want weekly internship postings in your inbox? Join the internship newsletter here!

🎓 Check out our New Grad repo here.

🤗 Contribute by submitting a pull request or filling out this form! 🤗

The List 👔

Name Location Notes
Akuna Capital Boston, Chicago, International Location
[Apple](...

地址:https://github.com/Pitt-CSC/Summer2021-Internships


🤩Python随身听-技术精选: /Jrohy/multi-v2ray

👉v2ray多用户管理部署程序

😎TOPICS: v2ray,vmess,http2,websockets,multi-v2ray,multiple,socks5,mtproto,trojan,vless

⭐️STARS:4223, 今日上升数↑:13

👉README:

multi-v2ray

V2ray多用户管理脚本,向导式管理[新增|删除|修改]传输协议,享受V2ray的乐趣~

中文 English

特色

  • 调用v2ray官方api进行流量统计
  • 多用户, 多端口管理, 混合传输协议管理不再是梦
  • 首次安装时产生随机端口,默认配置mkcp + 随机一种 (srtp | wechat-video | utp | dtls | wireguard) header伪装;
     安装完成显示配置信息;
  • 查看配置信息显示vmess字符串(v2rayN的分享链接格式)
  • 生成Telegram的socks5/MTProto分享链接, 支持socks5 + tls组合
  • 支持http/2, 随机生成伪装h2 path
  • 开启关闭tcpFastOpen
  • 直接开启CDN
  • 开启关闭动态端口
  • 定时更新v2ray(需手动开启)
  • 支持新版v2ray配置文件格式(v4.1+)
  • 支持范围端口修改
  • 支持程序和命令行参数管理控制
  • 支持docker部署
  • 支持VLESS和Trojan(v4.31.0+)
  • 支持纯ipv6 vps
  • 禁止BT

功能

  • 一键 启动 / 停止 / 重启 V2ray 服务端
  • 流量统计(v2ray && iptables)
  • 命令行模式管理v2ray
  • 支持多用户, 多端口管理
  • 开启关闭动态端口
  • bittorrent的禁止与放行
  • 单端口, 范围端口的修改
  • 直接走Cloudcflare cdn
  • 开启关闭tcpFastOpen
  • 快速查看服务器连接信息, 常规配置修改
  • 自由更改传输配置
    • 常规TCP
    • HTTP头部伪装
    • WebSocket流量
    • 常规mKCP流量
    • mKCP 伪装 FaceTime通话流量(srt...

地址:https://github.com/Jrohy/multi-v2ray


🤩Python随身听-技术精选: /tmrowco/electricitymap-contrib

👉A real-time visualisation of the CO2 emissions of electricity consumption

😎TOPICS: sustainability,d3,data-visualization,climate-change,hacktoberfest

⭐️STARS:1688, 今日上升数↑:15

👉README:

electricityMap

A real-time visualisation of the Greenhouse Gas (in terms of CO2 equivalent) footprint of electricity consumption built with d3.js and mapbox GL, maintained by Tomorrow. Try it out at http://www.electricitymap.org, or download the app on Google Play or App store.

Contribute

Thank you for your interest. Check out the Wiki for how to get started. Also have a look at our current issues and discussions

Here are some of the ways you can contribute:

地址:https://github.com/tmrowco/electricitymap-contrib


🤩Python随身听-技术精选: /megadose/holehe

👉holehe allows you to check if the mail is used on different sites like twitter, instagram and will retrieve information on sites with the forgotten password function.

😎TOPICS: information-gathering,osint,osint-tools,open-source-intelligence,python,email,social-network

⭐️STARS:156, 今日上升数↑:19

👉README:

Holehe

Buy Me A Coffee

Educational purposes only

If you have any suggestions, please do not hesitate to contact us.

holehe allows you to check if the mail is used on different sites like twitter, instagram and will retrieve information on sites with the forgotten password function.

Project example : Holehe Maltego

Demo

💡 Prerequisite

Python 2/3

🛠️ Installation

With PyPI

With Github

git clone https://github.com/megadose/holehe.git
cd holehe/
python3 setup.py install

📚 Example

holehe -e [email protected]

📈 U...

地址:https://github.com/megadose/holehe


🤩Python随身听-技术精选: /dennybritz/reinforcement-learning

👉Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

😎TOPICS: ``

⭐️STARS:15443, 今日上升数↑:51

👉README:

Overview

This repository provides code, exercises and solutions for popular Reinforcement Learning algorithms. These are meant to serve as a learning tool to complement the theoretical materials from

Each folder in corresponds to one or more chapters of the above textbook and/or course. In addition to exercises and solution, each folder also contains a list of learning goals, a brief concept summary, and links to the relevant readings.

All code is written in Python 3 and uses RL environments from OpenAI Gym. Advanced techniques use Tensorflow for neural network implementations.

Table of Contents

地址:https://github.com/dennybritz/reinforcement-learning


🤩Python随身听-技术精选: /simoninithomas/Deep_reinforcement_learning_Course

👉Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch

😎TOPICS: deep-reinforcement-learning,qlearning,deep-learning,tensorflow-tutorials,tensorflow,ppo,a2c,actor-critic,deep-q-network,deep-q-learning,pytorch,unity

⭐️STARS:2582, 今日上升数↑:26

👉README:

Deep Reinforcement Learning Course

⚠️ The new version of Deep Reinforcement Learning Course starts on October the 2nd 2020. ➡️ More info here ⬅️

Deep Reinforcement Course with Tensorflow and PyTorcch

Syllabus

Part 1: Introduction to Deeep Reinforcement Learning

📜 ARTICLE Introduction to Deep Reinforcement Learning

📹 VIDEO Introduction to Deep Reinforcement Learning

Part 2: Q-learning with FrozenLake

📜 [ARTICLE](h...

地址:https://github.com/simoninithomas/Deep_reinforcement_learning_Course


🤩Python随身听-技术精选: /fastai/fastbook

👉The fastai book, published as Jupyter Notebooks

😎TOPICS: notebooks,fastai,deep-learning,machine-learning,data-science,python,book

⭐️STARS:9654, 今日上升数↑:13

👉README:

English / Spanish / Korean / Chinese

The fastai book

These notebooks cover an introduction to deep learning, fastai, and PyTorch. fastai is a layered API for deep learning; for more information, see the fastai paper. Everything in this repo is copyright Jeremy Howard and Sylvain Gugger, 2020 onwards.

These notebooks are used for a MOOC and form the basis of this book, which is currently available for purchase. It does not have the same GPL restrictions that are on this draft.

The code in the notebooks and python .py files is covered by the GPL v3 license; see the LICENSE file for details.

The remainder (including all markdown cells in the notebooks and other prose) is not licensed for any redistribution or change of format or medium, other ...

地址:https://github.com/fastai/fastbook


🤩Python随身听-技术精选: /AliaksandrSiarohin/first-order-model

👉This repository contains the source code for the paper First Order Motion Model for Image Animation

😎TOPICS: deep-learning,image-animation,generative-model,motion-retargeting

⭐️STARS:8023, 今日上升数↑:24

👉README:

First Order Motion Model for Image Animation

This repository contains the source code for the paper First Order Motion Model for Image Animation by Aliaksandr Siarohin, Stéphane Lathuilière, Sergey Tulyakov, Elisa Ricci and Nicu Sebe.

Example animations

The videos on the left show the driving videos. The first row on the right for each dataset shows the source videos. The bottom row contains the animated sequences with motion transferred from the driving video and object taken from the source image. We trained a separate network for each task.

VoxCeleb Dataset

Fashion Dataset

MGIF Dataset

Installation

We support python3. To install the dependencies run:
pip install -r requirements.txt

YAML configs

There are several configuration (config/dataset_name.yaml) files one for each `da...

地址:https://github.com/AliaksandrSiarohin/first-order-model


🤩Python随身听-技术精选: /jakevdp/PythonDataScienceHandbook

👉Python Data Science Handbook: full text in Jupyter Notebooks

😎TOPICS: scikit-learn,numpy,python,jupyter-notebook,matplotlib,pandas

⭐️STARS:25864, 今日上升数↑:16

👉README:

Python Data Science Handbook

This repository contains the entire Python Data Science Handbook, in the form of (free!) Jupyter notebooks.

How to Use this Book

About

The book was written and tested with Python 3.5, though other Python versions (including Python 2.7) should work in nearly all cases.

The book introduces the core libraries essential for working with data in Python: particularly IPython, NumPy, Pandas, Matplotlib, Scikit-Learn, and related packages.
Familiarity with Python as a language is assumed; if you need...

地址:https://github.com/jakevdp/PythonDataScienceHandbook


🤩Python随身听-技术精选: /CoreyMSchafer/code_snippets

👉None

😎TOPICS: ``

⭐️STARS:5858, 今日上升数↑:14

👉README:

code_...

地址:https://github.com/CoreyMSchafer/code_snippets


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