Saravanan666/pypi-org huggingface dataset:
Package: ngdataenginterface
ngdataenginterfaceInstallationTo install thengdataenginterfacepackage from PyPI, you can usepip:pipinstallngdataenginterfaceinstalling a Specific VersionIf you need to install a specific version of the package, you can specify it using the == operator:pipinstallngdataenginterface==1.0.0Replace 1.0.0 with the desired version number.Development Guide for ngdataenginterfaceThis guide provides step-by-step instructions for setting up a development environment using Docker for the ngdataenginterface project on macOS, Linux, and Windows machines.PrerequisitesDocker installed on your machine:Docker Desktop for macOSDocker Engine for LinuxDocker Desktop for WindowsDevelopment SetupClone the ngdataenginterface repository with ssh:gitclonegit@gitlab.com:ng-cash/data/ngdataenginterface.gitChange into the project directory:cdngdataenginterfaceBuild the docker imagedockerbuild-tmy-pyspark-app.Running the Development EnvironmentmacOS / LinuxStart a Docker container and mount the project directory for iterative development:dockerrun-it--rm-v"$(pwd)":/appmy-pyspark-appThis command starts the Docker container interactively (-itflag), removes it after it exits (--rmflag), and mounts the current directory ($(pwd)) to the /app directory inside the container. You will have an interactive bash shell within the container.Inside the container, you can run tests, execute scripts, and make changes to the code using your preferred editor or IDE on your host machine. The changes will be immediately available inside the container.WindowsStart a Docker container and mount the project directory for iterative development:dockerrun-it--rm-v"%cd%:/app"my-pyspark-appbashThis command starts the Docker container interactively z(-itflag), removes it after it exits (--rmflag), and mounts the current directory (%cd%) to the /app directory inside the container. You will have an interactive bash shell within the container. Runpythoncommand to access python shell.Inside the container, you can run tests, execute scripts, and make changes to the code using your preferred editor or IDE on your host machine. The changes will be immediately available inside the container.Run the tests to verify if the configurations are correct:ENV=devAWS_ACCESS_KEY_ID=<aws-access-key-id>AWS_SECRET_ACCESS_KEY=<aws-secret-access-key>pytest-vvDon't forget to changeaws-access-key-idandaws-secret-access-key.After that, runpythoncommand to access python shell, and tou are ready to go!
Package: ngdataqualitycheck
ngdataqualitycheckngdataqualitychecka Python package for checking data quality and generating the data quality report.Table of contents:InstallationUsageInstallation:To install the package in your local environment, open a terminal inside your project directory and type:pipinstallngdataqualitycheckTo upgrade the already existing installation, runpipinstall-UngdataqualitycheckUsage:Here is how you can use the package in your working environment.# import the packagefromngdataqualitycheckimportgenerate_report# define the filenamefilename='sample.csv'# call the methodgenerate_report(filename)This will generate a consolidated word document along with three
csv files that contains the global statistics, profile schema and the
profile summary.
Package: ngd-biond
Python client for NGD BackendA Python client package to operate with NGD-BackendNGD Backend purpose is to manage and process Bar Code of Life information, applied to decision-making in conservation of biodiversity.
It is a software system (a set of software components) developed as part of project "NEXTGENDEM" activities.
BCS-Backend is the main component, an engine capable of managing bioinformatic information
(import, export, visualization) and providing easy access to bioinformatic processes by filling parameters and submitting to available compute resources.Getting startedPrerequisitesPython >= 3.8An NGD backend instance has to be running and accessible. The URL of the API endpoint is the required parameter for the construction of the client. See the example in "Basic Usage" section below.An API Key to authenticate into the NGD Backend instance (go to the GUI of NGD and request and download an API Key file)Installingpipinstallngd-biondBasic UsagefrombiondimportClient# Use "http://dev_balder_2_app_1/" as URL if from Jupyter Notebook at jupyter.nextgendem.euc=Client("http://localhost:5000/")# Construct clientc.check_backend_available()c.login("api_key_file.txt")# Login, using API Key in a file (direct API key not supported to avoid unintended upload of API keys)c.logout()Package authorsRafael Nebot Medina. ITC-DCCT (Instituto Tecnológico de Canarias, SA - Departamento de Computación)Daniel Reyes Parrilla. ITC-DCCTNextgendem PlatformAlejandro Curbelo Fontelos. ITC-DCCTJuli Caujapé Castells. JBCVC-UACSIC (Jardín Botánico Canario "Viera y Clavijo", Unidad asociada CSIC)Ruth Jaén Molina. JBCVC-UACSICAntonio Díaz Pérez. Gesplan (Gestión y Planeamiento del territorio, SA)Isabel Saro Hernández. JBCVC-UACSICCarlos Caraballo. ITC-DCCTLicenseThis project is licensed under the BSD-3 License - see theLICENSEfile for detailsAcknowledgementsThe development of this software was carried out under project NEXTGENDEM (https://www.nextgendem.eu), funded by the Interreg MAC 2014-2020 Cooperation Programme with project code "MAC2/4.6d/236".
This work reflects the authors' view only; the funding agencies are not responsible for any use that may be made of the information it contains.
Package: ngender
# NGender根据中文姓名猜测其性别- 不到20行纯Python代码(核心部分)- 无任何依赖库- 兼容python3, python2, pypy- 82%的准确率- 可用于猜测性别- 也可用于判断名字的男性化/女性化程度## 使用> pip install ngender或者(OSX)> brew install https://raw.githubusercontent.com/observerss/homebrew/61b3623967dc9507958dfb517e7f746baa96dcf1/Library/Formula/ngender.rb然后在命令行中```bash$ ng 赵本山 宋丹丹name: 赵本山 => gender: male, probability: 0.9836229687547046name: 宋丹丹 => gender: female, probability: 0.9759486128949907```当然也可以在Python程序中用```py>>> import ngender>>> ngender.guess('赵本山')('male', 0.9836229687547046)>>> ngender.guess('宋丹丹')('female', 0.9759486128949907)>>> %timeit guess('宋丹丹')100000 loops, best of 3: 4.01 µs per loop```## 原理### 数学贝叶斯公式: ```P(Y|X) = P(X|Y) * P(Y) / P(X)```当X条件独立时, ```P(X|Y) = P(X1|Y) * P(X2|Y) * ...```应用到猜名字上```P(gender=男|name=本山)= P(name=本山|gender=男) * P(gender=男) / P(name=本山)= P(name has 本|gender=男) * P(name has 山|gender=男) * P(gender=男) / P(name=本山)```### 计算0. 文件`charfreq.csv`是怎么来的?曾经有个东西叫开房记录.avi(雾)，里面有名字和性别, 2000w条, 统计一下得出0. 怎么算 `P(name has 本|gender=男)`?“本”在男性名字中出现的次数 / 男性字出现的总次数0. 怎么算 `P(gender=男)`?男性名出现的次数 / 总次数0. 怎么算 `P(name=本山)`?不用算, 在算概率的时候会互相约去## 坑```py>>> ngender.guess('李胜男')('male', 0.851334658742)```虽然两个字都很偏男性，但是结合起来就是女性名
Package: ngenicpy
Ngenic Tune Python API WrapperThis python package simplifies access to the Ngenic Tune API.
It can be used for viewing or edit your Tune configuration.Both sync and async APIs are provided - async APIs are prefixed withasync_.NOTE: This API wrapper is not yet finished, and only implements a subset of all the APIs. The interface may very well change.PrerequisiteObtain an API tokenAn API token may be obtained here:https://developer.ngenic.se/Installation$ pip install ngenicpyExampleimportjsonfromngenicpyimportNgenic# try/finallytry:ngenic=Ngenic(token="YOUR-API-TOKEN")exceptNgenicExceptionase:print(str(e))finally:ngenic.close()# as context managerwithNgenic(token="YOUR-API-TOKEN")asngenic:tunes=ngenic.tunes()fortuneintunes:print("Tune%s\nName:%s\nTune Name:%s"%(tune.uuid(),tune["name"],tune["tuneName"]))tune=ngenic.tune("TUNE-UUID")rooms=tune.rooms()forroominrooms:print("Room%s\nName:%s\nTarget Temperature:%d"%(room.uuid(),room["name"],room["targetTemperature"]))# Update a roomroom=tune.room(roomUuid="ROOM-UUID")room["name"]="Livingroom"room.update()nodes=tune.nodes()fornodeinnodes:node_status=node.status()print("Node%s\nType:%s"%(node.uuid(),node.get_type()))ifnode_status:print("Battery:%s\nRadio Signal:%s"%(str(node_status.battery_percentage()),str(node_status.radio_signal_percentage())))measurements=node.measurements()formeasurementinmeasurements:print("%s:%d"%(measurement.get_type(),measurement["value"]))Async exampleimportjsonfromngenicpyimportNgenicasyncwithAsyncNgenic(token="YOUR-API-TOKEN")asngenic:tunes=awaitngenic.async_tunes()fortuneintunes:print("Tune%s\nName:%s\nTune Name:%s"%(tune.uuid(),tune["name"],tune["tuneName"]))ReferenceNgenic Tune Public API
Package: ng_factory
OverviewPython 3 object factory pattern implementation.
The principal idea is keep it simple and readable, the main function provide a mechanism to factorize any object
with introspection and don’t make the horrible code conditions commonly showed infactoryexamples:deffactory(type):iftype=='MyClass':returnMyClass()iftype=='MyOtherClass':returnMyOtherClass()So, this module factorize any class from any module and works only in python 3
for python 2 don’t make any sense wasted time adapting differences between both version
also is important know which this module only factorize classes or functions from modules
so if can’t __import__ them, raises an exception, and if you want factorize class or function
who is in the same module you need make it reachable to the __import__ statementInstallationgitclonehttps://github.com/engine-cl/ng_factory.gitcdng-factorypython3setup.pyinstallpipinstallng_factoryTestingpythontest/factory.pyExampleCreate any module with your atomic class encapsulation with GOPS and then factorize object to inject the dependencies
into the business logic like persistence layer or any another layer.fromng_factoryimportfactorizeclasspersistence(object):""" assumes all code needed to connect db and commit data transaction """def__init__(self,data):importdatabaseself._dbcon=database.get_connection()self.data=datadefsave(self):self._dbcon.commit(this.data.persist())classDataObjectTypeOne(object):""" assumes all serializable function to format the data output """@staticmethoddefpersist():returnself.get_save_format()try:db=persistence(factorize(module=Example,object_type=DataObjectTypeOne))except(ArgumentError,NonExistentTypeError,NonExistentModuleError)ase:print("factory error{}".format(e))raisedb.save()
Package: ngff-zarr
ngff-zarrA lean and kind Open Microscopy Environment (OME) Next Generation File Format
(NGFF) Zarr implementation.FeaturesMinimal dependenciesWork with arbitrary Zarr store typesLazy, parallel, and web ready -- no local filesystem requiredProcess extremely large datasetsMultiple downscaling methodsSupports Python>=3.8Implements version 0.4 of theOME-Zarr NGFF specificationInstallationTo install the command line interface (CLI):pip install 'ngff-zarr[cli]'DocumentationMore information an command line usage, the Python API, library features, and
how to contribute can be found inour documentation.See alsoome-zarr-pymultiscale-spatial-imageLicensengff-zarris distributed under the terms of theMITlicense.
Package: ngflask
ngflaskServing static files and directories from your local machine over the Internet with just one command.The script first binds a flask server to the given address and starts sharing files from the specified directory.It then creates a tunnel through the Ngrok network and gives you the public URL tunneled to the local flask server.Useful for transferring the files when you compromised a host inside an internal network and outgoing Internet connections aren't forbidden.Installationsudoaptinstallpython3python3-pip
gitclonehttps://github.com/cyberhexe/ngflaskcdngflask
pip3install-rrequirements.txt
sudolinkflask-ngrok.py/usr/bin/ngflaskOr using PyPIpip3installngflaskUsageServe files and folder from the current working directoryngflaskServe files and folders from the /tmp directoryngflask --directory /tmpPrint served files to the console on startupngflask --directory /tmp -pfBind the server to a specific addressngflask --ip 10.10.10.10 --port 5050Print helpngflask -h
Package: ngfp
General Informationngfp aka new gfpoken aka gfpoken-in-python, is a Python 3 adaptation of the gfpoken program using pyglet and GTK3.  ngfp is a puzzle game where you place mirrors to interact with marbles rolling through a grid.  The complexity and size of the game can be adjusted.  Some games may have more than one solution but they will all count as winning games.  Have fun!To Install for a Linux/Posix Type SystemI am still working on some details but it should work.  I can only test on a Debian Linux system locally so I welcome bug or informational reports from people who try it out.I usually set up a virtual environment to install and try out things as this isolates the newly downloaded dependencies from the rest of the system.  If you are not familiar with that process look into the$python3-mvenv<dir>command.  Once that is set up and you have activated it then you can install ngfp by using the command$pipinstallngfpThis should bring in any depencies needed.Once this completes then to run ngfp from a console terminal you should be able to use the command$runngfpWhen you are done playing the game and don't want to install other things you can run the following to deactivate it$deactivateWhen I can figure out how to get Menu items added and a more clickable way to start the program that will help out people who don't use the terminal command lines.New Coding or Artwork Contributionscheck TODO or ask to make sure efforts are not duplicatednew code or artwork will be licensed under Apache-2.0attribution will be to "Name"email@addressTo Make Spacing ConsistentUse the following commands before submitting pull requests or
patches.To see what the changes would look like$autopep8.--recursive--select=E101,E121--diffTo make the changes$autopep8.--recursive--select=E101,E121--in-placePrevious Artwork and Manual PageFrom gfpoken version 1-2 the following things were used (see AUTHORS for the list of files and their copyrights and licensing):artwork which was rescaled to 64 pixelsthe man page was adapted/edited but needs to be set up yet...
Package: ng.ftp
Short package description=========================Package developed to provide extended access to object content thru ftp.Package introduce two considerations:1.  All objects are directory;2.  Object-directory always content one item: attributescontainer. There are over item if object has them.Full object content can be copied over ftp by means of this technique.Please, take into considerations: package make attribute values on interfacebasis thus values serialized as text and load back as binary.Package present default adapter set (ng.ftp.default). Current Zope3 ftprepresentation can be partial exchanged by ng.ftp package. However, usingspecial customization each class by means of ftpview zcml-directive ishighly recommended (sorry, this directive is not implemented yet).Filesystem representations features-----------------------------------Directory namesDirectory names use followed format::<OBJECT NAME> "=" <OBJECT CLASS NAME>Directory named "++at++"content attribute list;FTPWidgetsThere are some FTP-widgets using for values serialization.Default package customize-------------------------To turn on default options subpackage ng,ftp.default are to activate (copyng/ftp/etc/ng.ftp.default-configure.zcml to etc/package-includes of zopeinstance). Some heuristic adapter set will be activated to provide allfunctionality what you need. It's working. But It can break in future. Afterthat, you can't use usual zope ftp.Special package customize-------------------------My considerations, ftpview zcml-directive is not implemented yet. Let usedefault adapter set and be happy.[name:недописано]* Sun Jan 13 2008 Andrey Orlov <dbdt@dreambot.ru> 0.1.2- Some bugs fixed* Sun Jan  6 2008 Andrey Orlov <dbdt@dreambot.ru> 0.1.1- Some debugging operators removed* Sun Jan  6 2008 Andrey Orlov <dbdt@dreambot.ru> 0.1.0- Annotation treatment added- Source enhanced* Mon Dec 10  2007 Andrey Orlov <cray@neural.ru> 0.0.3- Default adapter set added (ng.ftp.default)* Tue Nov 27 2007 Andrey Orlov <cray@neural.ru> 0.0.2- first official release
Package: ng.fuzzytraverser
Short package description=========================Package developed to provide possibility display web pages correctly whenURL issued with a few misstakes (changing and missing letters, etc).Package consist from three paths:FuzzyTraverserTo turn on fuzzy traverser, interface IFuzzyTraverser must beappointed to container, traversed by this way. For example,see some ZCML-directive::<class class="zope.app.folder.folder.Folder"><implementsinterface="ng.fuzzytraverser.interfaces.IFuzzyTraverser"/></class>All content names of this container may be miss entered into url-barof your browser. Error sensibility of fuzzy traverser can becustomize by means of special utility or annotations of traversedcontainers;FuzzyTraverserPropertiesThe IFuzzyTraverserProperties utility can be added into localsite-manager and get enable possibility set fuzzy traverseparameters. The utility must be registered with interface printedbellow::ng.fuzzytraverser.fuzzytraverserproperties.interfaces.IFuzzyTraverserPropertiesCustom parameters followed:OnFuzzy traverser turn on (it worked as ordinal traverser otherwize);RateDetectiob threshold - this is maximal corruption grade onwhich name can be determined yet. Entering values above 0.5is not recomended;UseThe parameter reserved on future.FuzzyTraverserAnnotationTo turn on customize traverser in defferent areas of site tree, youcan customize via annotations of traversed containers. InterfaceIFuzzyTraverserAnnotable must be appointed on container to get suchposibiblity. For example::<class class="zope.app.folder.folder.Folder"><implementsinterface="ng.fuzzytraverser.fuzzytraverserannotation.\interfaces.IFuzzyTraverserAnnotable"/></class>After what each object provided such interface(zope.app.folder.folder.Folder in our sample) be have page titledFuzzyTraverser. Parameters to custom on this page are followed:OnFuzzy traverser turn on (it worked as ordinal traverserotherwize);RateDetectiob threshold - this is maximal corruption grade onwhich name can be determined yet. Entering values above 0.5is not recomended;UseThis annotation parameters will be used to get solution.Short recomends for use-----------------------Product highly resourse hungry and it turn on for containers large then 100items is not recommends.* Sun Jan 13 2008 Andrey Orlov <dbdt@dreambot.ru> 1.0.1- License declaration changed- Trace statements excluded* Thu Nov 15  2007 Andrey Orlov <dbdt@dreambot.ru> 1.0.0- first official release
Package: ng.index.topology
[name:недописано]* Sat Aug 15 2009 Andrey Orlov <dbdt@dreambot.ru> 0.0.3- IIndexValues support added;- Index now use IFBucket to return result- The "beyond" parameter added to query;- The "beyond" parameter added to index class;- INeighbour interface attribute neigbour use IndexValue vocabulary to enumerate all inner nodes;- Documentation added;* Tue Apr 07 2009 Andrey Orlov <dbdt@dreambot.ru> 0.0.2- Index completed* Tue Mar 31 2009 Andrey Orlov <dbdt@dreambot.ru> 0.0.1- first official release
Package: ngi.notify.datadog
ContentsIntroductionSupported eventsTagsUsageContributorsChangelog1.21.11.01.0b31.0b2 (unreleased)1.0b1 (unreleased)IntroductionThis product is notify the Plone operation event to the DataDog.Supported eventsZope process start.Content {create, modify, and change workflow}.User {add, delete, login and logout}.Site settings modify.ZODB size(using Zope clock server).Tagsplone_instanceuserpathworkflowactionportal_typecontent_typetitleUsageFor now only tested with latest Plone 4.3:Add the following to your buildout:[buildout]

eggs =
    ngi.notify.datadog


[instance]

zope-conf-additional =
    <clock-server>
        method /your-plone-instance/@@dd_cron
        period 120
        user your-admin-user-name
        password your-admin-user-password
        host localhost
    </clock-server>Re-run buildout.Install via quickinstaller or the Add Ons control panel.ContributorsTakashi Nagai, Original AuthorChangelog1.2add a metric ‘plone.portal_types’1.1add parameters (plone instance name, ignore portal types)1.0DD libs changed1.0b3Support script(Python)fromngi.notify.datadog.ddimportmetric_datadogmetric_datadog('plone.login_failed',tags={'user':request.form.get('__ac_name','')})1.0b2 (unreleased)add MANIFEST.in1.0b1 (unreleased)
Package: nginqcomm
nginq-commonquant/nginq 的公共模块整理出来，独立做个源码仓库  nginq-common后续  quant/nginq 拆分， 每个策略独立一个原编码仓库  strategy-18、strategy-6、strategy-b 等安装工具# pip install twinepypi账号在 pypi 注册账号编辑 ~/.pypirc# cd  ~
# cat .pypirc

[distutils]
index-servers=pypi

[pypi]
repository =  https://upload.pypi.org/legacy/
username = [pypiUserName]
password = [pypiPasswd]单元测试例子如下# pwd
.../nginqcomm/utils/

#  编码/更新 order.py
...

# 单元测试
# python test_order.py项目打包# 修改版本号
#   每上传一次（详见以下 "上传" ），就要改一次版本号； 否则 pypi会报版本号错误
# pwd
.../nginqcomm
# cat setup.py
...
VERSION = '0.2.13'
...

# 打包
# python setup.py sdist build

# 上传
# twine upload dist/*另，不推荐的上传方式如下（密码容易被劫持）# 打包
# python setup.py sdist

# 上传
# python setup.py upload安装本项目的包（指定具体的版本进行安装）之所以要指定具体的版本安装，是因为该库更新频繁，涉及的版本多，指定版本以规避混淆## 手工导入 
# pip install nginqcomm==0.2.13


## requirements.txt 文件
#  cat requirements.txt
...
nginqcomm==0.2.13
...


## 安装后的查看
# pip list | grep -i nginqcomm
Package: nginx2es
Nginx access.log have to be formatted with this format:log_formatmain_ext'$remote_addr$http_host$remote_user[$time_local]"$request"''$status$body_bytes_sent"$http_referer"''"$http_user_agent""$http_x_forwarded_for"''rt=$request_timeua="$upstream_addr"''us="$upstream_status"ut="$upstream_response_time"''ul="$upstream_response_length"''cs=$upstream_cache_status';InstallInstall with pip:pipinstallnginx2esFeaturesStable log record ID (hostname + file inode number + timestamp + file
position). It makes possible to import log file more than once (adding some
additional processing tonginx2es, or dropping a daily index containing
only a half of records, etc) without creating a duplicate records.Parse query params and split request uri path components to separate fields
for complex log filtering / aggregations.Optional use of the GeoIP database (requires thegeoipmodule and theGeoIPCity.datdatabase file) - addscityandregion_namefields.Correctly parse log records containing information about multiple upstream
responses.Thetail-F-like mode implemented with inotify.