Saravanan666/pypi-org huggingface dataset:
Package: re-it
re_it  中文的python网络请求库！如果程序错了，请报告给534047068@qq.com。输入首字母快速输入，不用切换输入法。（我用的pycharm）你可以按照以下步骤使用这个包，并在代码中添加注释以更好地理解其功能和用法：
导入 re_it 模块：from re_it import 请求创建一个请求对象实例：我的请求实例=请求.我的请求()使用添加头部()方法为请求添加头部信息（有默认请求头）：我的请求实例.添加头部('User-Agent','Mozilla/5.0')# 添加User-Agent头部信息我的请求实例.添加头部('Content-Type','application/json')# 添加Authorization头部信息发送 GET 请求并获取响应内容：网址="www.example.com"# 设置目标网址响应内容=我的请求实例.获取(网址)# 发送GET请求并获取响应内容print(响应内容)# 打印响应内容发送 POST 请求并获取响应内容：网址="www.example.com"# 设置目标网址数据="key1=value1&key2=value2"# 设置POST请求的数据，可选参数响应内容=我的请求实例.提交(网址,数据)# 发送POST请求并获取响应内容print(响应内容)# 打印响应内容输出：<!doctype html><html><head><title>Example Domain</title><metacharset="utf-8"/><metahttp-equiv="Content-type"content="text/html; charset=utf-8"/><metaname="viewport"content="width=device-width, initial-scale=1"/><styletype="text/css">body{background-color:#f0f0f2;margin:0;padding:0;font-family:-apple-system,system-ui,BlinkMacSystemFont,"Segoe UI","Open Sans","Helvetica Neue",Helvetica,Arial,sans-serif;}div{width:600px;margin:5emauto;padding:2em;background-color:#fdfdff;border-radius:0.5em;box-shadow:2px3px7px2pxrgba(0,0,0,0.02);}a:link,a:visited{color:#38488f;text-decoration:none;}@media(max-width:700px){div{margin:0auto;width:auto;}}</style></head><body><div><h1>Example Domain</h1><p>This domain is for use in illustrative examples in documents. You may use this
    domain in literature without prior coordination or asking for permission.</p><p><ahref="https://www.iana.org/domains/example">More information...</a></p></div></body></html><!doctype html><html><head><title>Example Domain</title><metacharset="utf-8"/><metahttp-equiv="Content-type"content="text/html; charset=utf-8"/><metaname="viewport"content="width=device-width, initial-scale=1"/><styletype="text/css">body{background-color:#f0f0f2;margin:0;padding:0;font-family:-apple-system,system-ui,BlinkMacSystemFont,"Segoe UI","Open Sans","Helvetica Neue",Helvetica,Arial,sans-serif;}div{width:600px;margin:5emauto;padding:2em;background-color:#fdfdff;border-radius:0.5em;box-shadow:2px3px7px2pxrgba(0,0,0,0.02);}a:link,a:visited{color:#38488f;text-decoration:none;}@media(max-width:700px){div{margin:0auto;width:auto;}}</style></head><body><div><h1>Example Domain</h1><p>This domain is for use in illustrative examples in documents. You may use this
    domain in literature without prior coordination or asking for permission.</p><p><ahref="https://www.iana.org/domains/example">More information...</a></p></div></body></html>这个网络请求包中的函数有一些可选参数和必选参数。下面是每个函数的参数说明：添加头部(self, 键, 值)函数：必选参数：键：要添加到请求头部的键。值：要添加到请求头部的值。获取(self, 网址)函数：必选参数：网址：目标网址，用于建立连接并发送 GET 请求。提交(self, 网址, 数据=None)函数：必选参数：网址：目标网址，用于建立连接并发送 POST 请求。可选参数：数据：POST 请求的数据，使用 URL 编码格式（例如，"key1=value1&key2=value2"）。默认值为 None，即没有请求数据。所有的函数都是在一个名为 "我的请求" 的类中定义的，并且都需要通过类的实例进行调用（如 请求.函数名()）。需要注意的是，根据具体的使用情况，你可能需要根据需要自定义请求头部信息和请求数据，并根据目标网址发送相应的请求。version : 1.0.0.0
Package: rejd
ReJDReJD (Representation JSON Data) - Python library that changes your "JSON-like" data representation.The small library will help you pull data from an input object using JSONPath and
generate new objects according to a schema.JSONPath is like XPath (XML) for JSON.
To learn the syntax, read the documentation for theoriginal article.Installationpip install rejdOr you can install it from GitHub:pip install -e git+https://github.com/rejd-tools/rejd-python.gitUsage exampleschema = {
    "source": "$",  # root data (initial_data)
    "type": "object",
    "properties": {  # fields schema for the new object
        "field1": {
            "source": "@.field1 * 2",  # JSONPath
            "type": "float"
        },
        "field2": {
            "source": "@.array",
            "type": "array",
            "items": {
                "source": "@.number"
            }
        }
    }
}

data = {
    "field1": 1.5,
    "array": [
        {"number": 1},
        {"number": 2}
    ]
}

assert transform(schema, data) == {
    "field1": 3.0,
    "field2": [1, 2]
}TestingJust runpytestto run unit tests.Or you can use pre-commit to check and fix any issues:pre-commit run --allLicenseApache License 2.0 (SeeLICENSE)
Package: reject
rejectFunctionalities for classification with rejection.Installation$pipinstallrejectUsageTODOContributingInterested in contributing? Check out the contributing guidelines. Please note that this project is released with a Code of Conduct. By contributing to this project, you agree to abide by its terms.Licenserejectwas created by Arthur Thuy. It is licensed under the terms of the Apache License 2.0 license.Creditsrejectwas created withcookiecutterand thepy-pkgs-cookiecuttertemplate.
Package: rejected-peps
What is this?PEPs(Python Enhancement Proposals) are a special part of the Python programming language. Some were accepted, and some were not. This package implements some PEPs that were rejected, deferred or withdrawn.What PEPs are included?A PEP included needs to match these points:It's not a syntax or major API change, or has a simple and clear way to bypass it.It's about code, not governance etc.It can be implemented in pure Python code.Parts related to the bytecode, C API etc. are not implemented.Which PEPs are included now?PEPs with an * are slightly modified.Finished (20)PEP 204— Range LiteralsPEP 211— Adding A New Outer Product OperatorPEP 212— Loop Counter IterationPEP 259— Omit printing newline after newlinePEP 265— Sorting Dictionaries by ValuePEP 276— Simple Iterator forintsPEP 281* – Loop Counter Iteration withrangeandxrangePEP 294— Type Names in the types ModulePEP 303— Extenddivmod()for Multiple DivisorsPEP 313* – Adding Roman NumeralLiteralsFunctions to PythonPEP 326— A Case for Top and Bottom ValuesPEP 335* – Overloadable BooleanOperatorsOperator FunctionsPEP 336— MakeNonecallablePEP 349* – Allowstr()to returnunicode stringsbytesPEP 351— ThefreezeprotocolPEP 416— Add afrozendictbuiltin typePEP 535— Rich comparison chainingPEP 559— Built-innoop()PEP 754— IEEE 754 Floating Point Special ValuesPEP 3140–str(container)should callstr(item), notrepr(item)How do I use it?Wiki is coming soon!Quick example:>>>importrejected_pepsasrp>>>rp.pep(559).noop()# Function call>>>Min=rp.pep326.Min# Module>>>Min<3.14True>>>Min==-10,Min==Min(False,True)>>>rp.info(416)pepinfo(number=416,title='Add a frozendict builtin type',status='Rejected',creation='2012-02-29',url='https://peps.python.org/pep-0416/')>>>rp.SUPPORTEDfrozenset({259,265,...,351,754})>>>
Package: rejex
RejexRejex is a tool used to build regex expressions for python.A library which can help in building regex expressions which can be used with regex libraries(such as "re") to parse strings.ChangelogsChangelogsUsageimportrejexfromrejeximportRejex,Staticrejex_test=(Rejex().zero_or_one(Rejex().literal("+").one_or_more(Static.any_number()).compile()).zero_or_one(Static.literal(" ")).zero_or_one(Static.literal("(")).n_number_times(3,Static.any_number()).zero_or_one(Static.literal(")")).zero_or_one(Static.literal(" ")).n_number_times(3,Static.any_number()).zero_or_one(Static.alternative(Static.literal("-"),Static.literal(" "))).n_number_times(4,Static.any_number()).compile())rejex.test_regex(rejex_test,"+1 (123) 123 4567")#True"""-------------------------------regex_pattern='(\+(\d)+)? ?(\()?(\d){3}(\))? ?(\d){3}((-| ))?(\d){4}'string='+1 (123) 123 4567'match=True-------------------------------"""Uses
Package: rejocker
rejocker is a simple configurable mock server. It is mainly dedicated to the testing of REST clients.Support configuration of headers and bodies in requests and responsesAccept and respond with JSON and plain textSupport GET,POST,PUT,PATCH and DELETE methods for HTTP requestsReturn HTTP status codesRequirementsrejocker is written inPython 3using theFlask 1.1.xframework,
and is provided as a Python packageTo install the package dependencies, you can run the following command from the root directory of the source codepip3install-rrequirements.txtUsageConfigurationrejocker is configured through a json formatted file defining endpoints.
Each endpoint is defined witha path (and an optional path prefix)accepted HTTP methodsexpected and returned headers and bodies for each methodTh location of the configuration file is given to rejocker through theREJOCKER_DATA_SOURCEenvironment variable.
(E.g.REJOCKER_DATA_SOURCE=/path/to/config.json)An example of a configuration file is provided with the rejocker package in thedatadirectory.
If theREJOCKER_DATA_SOURCEenvironment variable is not set, the example file is used by default.Running the server locallyThe server can be run locally for development or testing purposes.First, the rejocker package have to be installed locally with editable option (this should be done only once):pip3install-e.To run the server:FLASK_APP=rejockerflaskrunTo run the server in development mode and automatic reload of source code:FLASK_ENV=developmentFLASK_APP=rejockerflaskrun--reloadYou can visit theFlask Quickstartfor details.Running the server in productionIn production, the server must be run according to theFlask recommendations for deployment.
Package: rejviz
Rejviz [ray-veez], VM / disk image tools built on top of
libguestfs-tools.Currentlyrejviz-buildercommand is implemented.Commandsrejviz-builderA command that proxies tovirt-builderand adds a custom–nicoption, which allows to configure network interfaces on the image
(files/etc/sysconfig/network-scripts/ifcfg-ethX). All other options
are passed tovirt-builderuntouched.The format of the–nicparameter is:--nic name=NAME[,key=VALUE]...

key = {name|hwaddr|bootproto|ipaddr|network|netmask|broadcast}The values which are not specified can often be inferred (or in case
of hwaddr, autogenerated to a random KVM MAC address).If only name is specified, the bootproto is ‘dhcp’.If name and ipaddr is specified, the bootproto is ‘static’ and and
the other values are inferred as for a /32 network.Example usage:rejviz-builder centos-7.0 \
    -o mycentos.qcow2 --format qcow2 --size 15G \
    --hostname mycentos --root-password password:mypassword \
    --nic name=eth0 \
    --nic name=eth1,ipaddr=192.168.122.15 \
    --nic name=eth2,ipaddr=192.168.123.15Design docUse casesCreate a VM imageFrom base imageHaving some sizeWith some script runWith network interfaces configured (some DHCP, some static IPs)Subscribed via RHSMCreate a VMWith network interface MAC addresses matching the interfaces from
the imageWith some RAM and vCPUsAmend existing VM image (or libvirt domain)Reconfigure network interfacesRe-subscribe via RHSMTell me something about an image (or libvirt domain)List network interfaces and their basic configCheck that MACs on the domain match MACs in/etc/sysconfig/network-scriptsI/O viewCreating an imageIn: paramsOut: imagerejviz-buildercommand that proxies to virt-builder and adds
custom params on top (RHSM, network interfaces)Creating a VMIn: image and paramsOut: domain XML or created domain (both through virt-install)rejviz-installcommand that proxies to virt-install and
determines some of the parameters from the imageAmending an image (or libvirt domain)In: (image or domname) and paramsOut: image edited in placerejviz-customizecommand that proxies to virt-customize and
adds custom params on top (RHSM, network interfaces)Image/domain introspectionIn: (image or domname) and paramsOut: information printedrejviz-peek
Package: rejx
RejXDeal with.rejfiles with reasonable painThe application is designed to work with .rej files generated during patch application failures or from updating git templates using tools s.a.cookiecutterorcruftIt provides functionality to either fix these files individually or in bulk, view differences, list them, and clean them up.The rich library is used for better console output formatting, providing a more user-friendly and visually appealing interface.It's important to use the commands cautiously, especially fix_all and clean, as they perform bulk operations.This documentation provides a clear guide on how to interact with the rejx Typer application, making it easier for users to understand and utilize its functionalities.SetuppipinstallrejxUsageYour Python Typer application, rejx, provides a command line interface (CLI) for managing .rej files, which are typically generated when patches fail to apply cleanly. Below, I'll detail each command, its purpose, and how to use it, including optional arguments.fix
Purpose: Applies the changes from a specified .rej file to its corresponding original file.
Usage:rejx fix path/to/file.rejfix_all
Purpose: Searches for all .rej files in the current directory and subdirectories, then applies their changes to the corresponding original files.
Usage:rejx fix_alldiff
Purpose: Displays the differences between the current files and the changes proposed in the .rej files.
Usage:rejx diffNote: This command uses a pager for output. Use arrow keys or Vim bindings to navigate, and q to quit.ls
Purpose: Lists all .rej files in the current directory and subdirectories. By default, it lists files, but can also display them in a tree structure.
Usage:
For listing files:rejx lsFor tree view:rejx ls --view treeFor list view (default):rejx ls --view listclean
Purpose: Deletes all .rej files in the current directory and subdirectories. It has an optional preview feature.
Usage:rejx cleanWith preview:rejx clean --preview
Package: rekall-core
The Rekall Framework is a completely open collection of tools, implemented in
Python under the GNU General Public License, for the extraction of digital
artifacts from volatile memory (RAM) samples.  The extraction techniques are
performed completely independent of the system being investigated but offer
visibilty into the runtime state of the system. The framework is intended to
introduce people to the techniques and complexities associated with extracting
digital artifacts from volatile memory samples and provide a platform for
further work into this exciting area of research.The Rekall distribution, as well as further information is available
from:http://www.rekall-forensic.com/Quick startRekall is available as a python package installable via the pip package
manager. Simply type (for example on Linux):sudo pip install rekallTo have all the dependencies installed. You still need to have python and pip
installed first.To be able to run the ipython notebook, the following are also required:pip install Jinja2 MarkupSafe Pygments astroid pyzmq tornado wsgirefIf you want to use the yarascan plugin, install [yara and yara-python](http://plusvic.github.io/yara/).For windows, Rekall is also available as a self contained installer
package. Please check the download page for the most appropriate installer to
use [Rekall-Forensic.com](http://www.rekall-forensic.com/)Mailing ListsMailing lists to support the users and developers of Rekall
can be found at the following address:rekall-discuss@googlegroups.comLicensing and CopyrightCopyright (C) 2007-2011 Volatile Systems
Copyright 2012-2014 Google Inc. All Rights Reserved.All Rights ReservedThis program is free software; you can redistribute it and/or
modify it under the terms of the GNU General Public License
as published by the Free Software Foundation; either version 2
of the License, or (at your option) any later version.This program is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
GNU General Public License for more details.You should have received a copy of the GNU General Public License
along with this program; if not, write to the Free Software
Foundation, Inc., 59 Temple Place - Suite 330, Boston, MA
02111-1307, USA.Bugs and SupportThere is no support provided with Rekall. There is NO
warranty; not even for MERCHANTABILITY or FITNESS FOR A PARTICULAR
PURPOSE.If you think you’ve found a bug, please report it at:https://github.com/google/rekall/issuesIn order to help us solve your issues as quickly as possible,
please include the following information when filing a bug:The version of rekall you’re usingThe operating system used to run rekallThe version of python used to run rekallThe suspected operating system of the memory imageThe complete command line you used to run rekallFurther documentation is available athttp://www.rekall-forensic.com/
Package: rekall_yara
A distribution of yara specifically geared towards python use.  This project
essentially wraps the regular yara in a specialized setup.py file which build
libyara using the python distutils. The result is a python module with no
special external dependencies - i.e. there is no dependency on the libyara dll.This project is also hosted on PyPi and distributes wheel packages for the
common platforms meaning that python with yara support can be installed without
local compilers.UpdatingIf you want to update the module to the latest version of yara, just run the
update.py script at the top level.
Package: rekcurd
RekcurdRekcurd is the Project for serving ML module. This is a gRPC micro-framework and it can be used likeDjangoandFlask.Parent Projecthttps://github.com/rekcurd/communityComponentsRekcurd: Project for serving ML module.Rekcurd-dashboard: Project for managing ML model and deploying ML module.Rekcurd-client: Project for integrating ML module.InstallationFrom source:$gitclone--recursivehttps://github.com/rekcurd/rekcurd-python.git
$cdrekcurd-python
$pipinstall-e.FromPyPidirectly:$pipinstallrekcurdHow to useExample is availablehere. You can generate Rekcurd template and implement necessary methods.$rekcurdstartapp{Yourapplicationname}$cd{Yourapplicationname}$viapp.py
$pythonapp.pyUnittest$ python -m unittestKubernetes supportRekcurd can be run on Kubernetes. Seecommunity repository.Type definitionPredictLabeltypeVis the length of feature vector.FieldTypeDescriptioninput(required)One of below- string- bytes- string[V]- int[V]- double[V]Input data for inference.- "Nice weather." for a sentiment analysis.- PNG file for an image transformation.- ["a", "b"] for a text summarization.- [1, 2] for a sales forcast.- [0.9, 0.1] for mnist data.optionstringOption field. Must be json format.The "option" field needs to be a json format. Any style is Ok but we have some reserved fields below.FieldTypeDescriptionsuppress_log_inputboolTrue: NOT print the input and output to the log message.False (default): Print the input and outpu to the log message.YOUR KEYanyYOUR VALUEPredictResulttypeMis the number of classes. If your algorithm is a binary classifier, you setMto 1. If your algorithm is a multi-class classifier, you setMto the number of classes.FieldTypeDescriptionlabel(required)One of below-string-bytes-string[M]-int[M]-double[M]Result of inference.-"positive" for a sentiment analysis.-PNG file for an image transformation.-["a", "b"] for a multi-class classification.-[1, 2] for a multi-class classification.-[0.9, 0.1] for a multi-class classification.score(required)One of below-double-double[M]Score of result.-0.98 for a binary classification.-[0.9, 0.1] for a multi-class classification.optionstringOption field. Must be json format.EvaluateResulttypeEvaluateResultis the evaluation score.Nis the number of evaluation data.Mis the number of classes. If your algorithm is a binary classifier, you setMto 1. If your algorithm is a multi-class classifier, you setMto the number of classes.FieldTypeDescriptionnum(required)intNumber of evaluation data.accuracy(required)doubleAccuracy.precision(required)double[M]Precision.recall(required)double[M]Recall.fvalue(required)double[M]F1 value.EvaluateDetailtypeEvaluateDetailis the details of evaluation result.FieldTypeDescriptionresult(required)PredictResultPrediction result.is_correct(required)boolCorrect or not.
Package: rekcurd-airflow
# Rekcurd-airflow[![Build Status](https://travis-ci.com/rekcurd/airflow-plugin.svg?branch=master)](https://travis-ci.com/rekcurd/airflow-plugin)[![PyPI version](https://badge.fury.io/py/rekcurd-airflow.svg)](https://badge.fury.io/py/rekcurd-airflow)[![codecov](https://codecov.io/gh/rekcurd/airflow-plugin/branch/master/graph/badge.svg)](https://codecov.io/gh/rekcurd/airflow-plugin "Non-generated packages only")[![pypi supported versions](https://img.shields.io/pypi/pyversions/rekcurd-airflow.svg)](https://pypi.python.org/pypi/rekcurd-airflow)Airflow Plugins for [Rekcurd Dashboard](https://github.com/rekcurd/dashboard)## Environment- Python 3.6- apache-airflow >= 1.10.x- Rekcurd Dashboard >= 0.4.x## Setup- Setup Airflow- Setup Rekcurd Dashboard and get your access token- Run the following commands**Use JWT token published by Rekcurd Dashboard as REKCURD_ACCESS_TOKEN for now**```# Set the access token and airflow-rekcurd connection to airflow# Replace the environment variables with your own values.$ cd $AIRFLOW_HOME$ airflow variables -s rekcurd_access_token $REKCURD_ACCESS_TOKEN$ airflow connections -a --conn_id rekcurd_dashboard \--conn_uri http://$REKCURD_DASHBOARD_HOST:$REKCURD_DASHBOARD_PORT/$ pip install rekcurd-airflow```## ComponentsYou can see example DAGs for the plugins in [here](./dags)### Operators- EvaluationUpdateOperator. ([Example DAG](./dags/example_evaluation_upload.py))- ModelDeleteOperator. ([Example DAG](./dags/example_model_delete.py))- ModelEvaluateOperator. ([Example DAG](./dags/example_model_evaluate.py))- ModelSwitchOperator. ([Example DAG](./dags/example_model_switch.py))- ModelUpdateOperator. ([Example DAG](./dags/example_model_upload.py))[Overall Example DAG](./dags/example_all.py)## Test```$ cd airflow-plugin # move to the root directory of this repo# not necessary if you already setup airflow for this repository$ export AIRFLOW_HOME=`pwd`$ pip install -r test-requirements.txt$ airflow initdb$ fernet_key=`python -c "from cryptography.fernet import Fernet; print(Fernet.generate_key().decode())"`$ sed -i -e "s/\(fernet_key =\).*/\1 $fernet_key/" airflow.cfg$ python -m unittest```
Package: rekcurd-dashboard
Rekcurd-dashboardRekcurd dashboard is the project for managing ML model and deploying ML module. Any Rekcurd service is manageable. It can deploy the Rekcurd service to Kubernetes cluster and can control traffic weights which Istio manages.Parent Projecthttps://github.com/rekcurd/communityComponentsRekcurd: Project for serving ML module.Rekcurd-dashboard: Project for managing ML model and deploying ML module.Rekcurd-client: Project for integrating ML module.Screen shotEnvironmentPython 3.6flask 1.0.xNode.js8.xyarnInstallationFrom source:$gitclone--recursivehttps://github.com/rekcurd/dashboard.git
$cddashboard/frontend
$yarninstall&&yarnrunbuild&&cd..
$pipinstall-e.From PyPi directly:$pipinstallrekcurd-dashboardHow to useCheck the belows in detail.BackendFrontendGenerate settingsYou can generate the template ofsettings.ymlfile.$rekcurd_dashboardtemplateBoot command$rekcurd_dashboarddb--settingssettings.ymlinit
$rekcurd_dashboarddb--settingssettings.ymlmigrate
$rekcurd_dashboardserver--settingssettings.ymldocker-compose (Deprecated)# For dev$docker-compose-fdocker-compose/docker-compose.develop.yamlup# For prod$docker-compose-fdocker-compose/docker-compose.production.yamlupFor AWS usersIf you run this on AWS (such as EKS), you need to configure aws-cli setting.Follow theofficial document.Rekcurd-dashboard docker container will mount the configuration files,so the IAM account used by configuration needs to have enough permissions to access to Kubernetes resources on AWS.# For dev$docker-compose-fdocker-compose/aws/docker-compose.develop.yamlup# For prod$docker-compose-fdocker-compose/aws/docker-compose.production.yamlupHow to use WebUISeedocsin detail.TestUnittest$python-munittesttest/*/test_*e2e test## sudo sh scripts/kube-init.sh$sudoshe2e_test/startup.sh
$python-munittest
$sudoshe2e_test/cleanup.shKubernetes supportRekcurd can be run on Kubernetes. Seecommunity repository.