Saravanan666/pypi-org huggingface dataset:
Package: django-elasticindex
django-elasticindex~~~~~~~~~~~~~~~~~~~Django用 Elasticsearch の薄いラッパーできること=====・Django モデルと対応させ、Elasticsearch にデータを流し込むことができます。(モデルとの対応は必須ではありません)・Djangoクエリセットに少し近い形式で、クエリを発行することができます。クエリには Elasticsearch のクエリに用いるための辞書をそのまま用いる、あまり分厚くない(お節介の少ない)インターフェイスとなっています。Install=======::$ pip install django-elasticindexサンプルコード=======リポジトリ内の、tests ディレクトリに動作するコードがあります。1. Djangoのモデルの定義----------------models.py::from django.db import modelsclass DummyModel(models.Model):key = models.CharField(max_length=20, primary_key=True)value = models.TextField()2. ElasticDocument クラスの定義-------------------------::from elasticindex.models import ElasticDocument, ElasticDocumentField as Fclass DummyESDocument(ElasticDocument):INDEX = "elasticindex_test"DOC_TYPE = "elasticindex_test_doc"ALLOW_KUROMOJI = Falsesource_model = DummyModelkey = F(mapping={"type": "string", "index": "not_analized"})value = F(mapping={"type": "string"})3. データ流し込みバッチ-------------::DummyESDocument.rebuild_index()rebuild_index() を実行すると、Elasticsearch 上にインデックスを作成し(存在しない場合)、対応するDjango モデル ( DummyModel ) の全データを DB から読み出し、Elasticsearch に入れます。3-1. 特定のモデルインスタンスのデータを入れる::i = DummyModel.objects.get(key="xxx")DummyESDocument.rebuild_index_by_source_model(i)これで、1レコードの更新ができます4. 検索-----4-1. シンプルな検索::results = DummyESDocument.objects.query({"match": {"key": "jumps"}})results は、ElasticQuerySet のインスタンスです。::result = list(results)[0]検索を行い、result には DummyESDocument のインスタンスが入ります。4-2. OR検索::qs = DummyESDocument.objects.query({"bool": {"should": [{"match": {"value": "dogs"}},{"match": {"value": "fox"}},]}})query は Elasticsearch の query をそのまま使います。4-3. ソート順変更::qs = DummyESDocument.objects.query({...})qs = qs.order_by({"key": "desc"})Django のクエリセットのように、order_by をメソッドチェーンしてください。4-4. 結果のスライシング::qs = DummyESDocument.objects.query({...})results = qs[:100]こちらも、Djangoのクエリセットのように、Python のスライシングを行うと範囲指定できます。実行したタイミングでクエリが評価され、HTTPリクエストが発行されます。また、.limit(), .offset() というメソッドもあり、メソッドチェーンで使えます。::qs = DummyESDocument.objects.query({...})qs = qs.limit(20).offset(40).order_by({"created_at": "desc"})4-5. パジネーションDjango のクエリセットのように、::from django.core.paginator import Paginatorqs = DummyESDocument.objects.query({...})paginator = Paginator(qs, 100)page = paginator.page(1)page.object_list...Django の Paginator を用いてのパジネーションができます。5. 設定-----5-1. ローカルエリアの ES を指定する場合settings.py::ELASTICINDEX_HOSTS = [{'host': '127.0.0.1', 'port': 9200}]ELASTICINDEX_HOSTS を指定してください。5-2. Amazon Elasticsearch Service を使う場合::ELASTICINDEX_HOSTS = [{'host': 'xxxxxx.ap-northeast-1.es.amazonaws.com','port': 443}]ELASTICINDEX_AWS_IAM = {'access_id': 'AWSACCESSID','secret_key': 'AwsSecretKey******','region': 'ap-northeast-1',}Amazon ES へのアクセスを許可した IAM のクレデンシャルを settings に書いてください。Amazon ES へのアクセス許可方法(IAMの作成方法)は Qiita に書きましたAmazon Elasticsearch Service を Python クライアントで、IAM アカウントを作ってセキュアにアクセスする - Qiitahttp://qiita.com/ytyng/items/7c90c0b141aad9a12b386. テスト------クローンしたリポジトリで::$ pip install -r requirements.txt$ ./runtest.py実際に ES にアクセスを行う。ESがローカルの 9200 ポートで動作していない場合は、local_settings.py を作成local_settings.py::ELASTICINDEX_HOSTS = [{'host': 'my-elasticsearch-host', 'port': 9200}]
Package: django-elasticmodels
django-elasticmodels is a convenient tool to map your Django models to
ElasticSearch mappings.Project detailsCode:https://bitbucket.org/jvennik/django-elasticmodelsDocumentation:#Issue tracker:https://bitbucket.org/jvennik/django-elasticmodels/issuesLicense:BSD 3-clause; see LICENSE fileQuick installLatest released version:$ pip install django-elasticmodelsUsageTo use django-elasticmodels in your Django project:Add'elasticmodels'to yourINSTALLED APPSsetting.Add'ELASTICSEARCH_HOST'(string)Add'ELASTICSEARCH_MODELS'(list) >>'["yourapp.yourmodel",]'to your settings file[Optional] Add'ELASTICSEARCH_CUSTOM_TYPES'(dict) to your settings file if you want to specify a specific field type yourself >> Example:'"geo_location": {"type":"geo_point"}'[Optional] Add'ELASTICSEARCH_NON_MODEL_FIELDS'(list). Here you can add fields that are not present on your model >> Example:'{"snippet":{"type":"string"}}'Run ./manage.py create_indexesExamples will be added at a later date.
Package: django-elasticsearch
Django-ElasticsearchDjango-Elasticsearch is a package that allows indexing of django models in elasticsearch.
It utilizeselasticsearch-dslso you can use all the features developed by the elasticsearch-dsl-py team.Installationpipinstalldjango_elasticsearch# or, you know...poetryadddjango_elasticsearchUsageAt the moment, followhttps://django-elasticsearch-dsl.readthedocs.io/but replacedjango_elasticsearch_dslwithdjango_elasticsearchFeaturesBased onelasticsearch-dslso you can make queries with theSearchclass.Django signal receivers on save and delete for keeping Elasticsearch in sync.Management commands for creating, deleting, rebuilding and populating indices.Elasticsearch auto mapping from django models fields.Complex field type support (ObjectField, NestedField).Index fast usingparallelindexing.Elasticsearch CompatibilityThe library is currentlyonlycompatible with Elasticsearch 7
Package: django-elasticsearch-debug-toolbar
A Django Debug Toolbar panel for Elasticsearch
[![Build Status](https://travis-ci.org/Benoss/django-elasticsearch-debug-toolbar.svg?branch=master)](https://travis-ci.org/Benoss/django-elasticsearch-debug-toolbar)
[![PyPI version](https://badge.fury.io/py/django-elasticsearch-debug-toolbar.svg)](https://badge.fury.io/py/django-elasticsearch-debug-toolbar)AboutBreaking changes:
* django-elasticsearch-debug-toolbar 3.x is compatible with Django Debug Toolbar 3.x (elasticsearch <8.0.0)
* django-elasticsearch-debug-toolbar 2.x is compatible with Django Debug Toolbar 2.x
* django-elasticsearch-debug-toolbar 1.x is compatible with Django Debug Toolbar 1.xElasticSearch queries using [elasticsearch python](https://github.com/elasticsearch/elasticsearch-py) official client.You are more than welcome to participate
* Any idea and no time to code send your idea here:https://github.com/Benoss/django-elasticsearch-debug-toolbar/issues* An idea and the code just send a pull request here:https://github.com/Benoss/django-elasticsearch-debug-toolbar/pullsInstallationInstall usingpip:pip install django-elasticsearch-debug-toolbaror install the development version from source:pip install git+git@github.com:Benoss/django-elasticsearch-debug-toolbar.gitThen addelastic_panelto yourINSTALLED_APPSso that we can find the templates in the panel.Also, add'elastic_panel.panel.ElasticDebugPanel'to yourDEBUG_TOOLBAR_PANELS.UsageJust click the link in the Django Debug toolbar:![elastic queries image](https://raw.github.com/Benoss/django-elasticsearch-debug-toolbar/master/doc/elastic_queries.png)LicenseUses theMITlicense.Django Debug Toolbar:https://github.com/django-debug-toolbar/django-debug-toolbarMIT:http://opensource.org/licenses/MIT
Package: django-elastic-transcoder
django-elastic-transcoderis anDjangoapp, let you integrate AWS Elastic Transcoder in Django easily.What is provided in this package?TranscoderclassURL endpoint for receive SNS notificationSignals for PROGRESS, ERROR, COMPLETEEncodeJobmodelWorkflowInstallFirst, installdj_elastictranscodewithpip$pipinstalldjango-elastic-transcoderThen, adddj_elastictranscodertoINSTALLED_APPSINSTALLED_APPS=(...'dj_elastictranscoder',...)Bindurls.pyurlpatterns=patterns('',...url(r'^dj_elastictranscoder/',include('dj_elastictranscoder.urls')),...)Migrate$./manage.pymigrateSetting up AWS Elastic TranscoderCreate a newPipelinein AWS Elastic Transcoder.Hookup every Notification.Subscribe SNS Notification through HTTPYou are ready to encode!Required Django settingsPlease settings up variables below to make this app works.AWS_ACCESS_KEY_ID=<yourawsaccesskeyid>AWS_SECRET_ACCESS_KEY=<yourawssecretaccesskey>AWS_REGION=<awsregion>UsageFor instance, encode an mp3fromdj_elastictranscoder.transcoderimportTranscoderinput={'Key':'path/to/input.mp3',}outputs=[{'Key':'path/to/output.mp3','PresetId':'1351620000001-300040'# for example: 128k mp3 audio preset}]pipeline_id='<pipeline_id>'transcoder=Transcoder(pipeline_id)transcoder.encode(input,outputs)# your can also create a EncodeJob for object automaticallytranscoder.create_job_for_object(obj)# Transcoder can also work standalone without Django# just pass region and required aws key/secret to Transcoder, when initiatetranscoder=Transcoder(pipeline_id,AWS_REGION,AWS_ACCESS_KEY_ID,AWS_SECRET_ACCESS_KEY)Setting Up AWS SNS endpointAWS Elastic Transcoder can send various SNS notification to notify your application, likePROGRESS,ERROR,WARNINGandCOMPLETESo this package provide a endpoint to receieve these notifications, for you to update transcode progress. without checking by your self.Go to SNS section in AWS WebConsole to choose topic and subscribe with the url below.http://<your-domain>/dj_elastictranscoder/endpoint/Before notification get started to work, you have to activate SNS subscription, you will receive email with activation link.After subscribe is done, you will receive SNS notification.SignalsThis package provide various signals for you to get notification, and do more things in your application. you can check the signals usage in tests.py for more usage example.transcode_onprogresstranscode_onerrortranscode_oncomplete
Package: django-elastic-transcoder-socialschools
django-elastic-transcoderis anDjangoapp, let you integrate AWS Elastic Transcoder in Django easily.What is provided in this package?TranscoderclassURL endpoint for receive SNS notificationSignals for PROGRESS, ERROR, COMPLETEEncodeJobmodelWorkflowInstallFirst, installdj_elastictranscodewithpip$pipinstalldjango-elastic-transcoderThen, adddj_elastictranscodertoINSTALLED_APPSINSTALLED_APPS=(...'dj_elastictranscoder',...)Bindurls.pyurlpatterns=patterns('',...url(r'^dj_elastictranscoder/',include('dj_elastictranscoder.urls')),...)Migrate$./manage.pymigrateSetting up AWS Elastic TranscoderCreate a newPipelinein AWS Elastic Transcoder.Hookup every Notification.Subscribe SNS Notification through HTTPYou are ready to encode!Required Django settingsPlease settings up variables below to make this app works.AWS_ACCESS_KEY_ID=<yourawsaccesskeyid>AWS_SECRET_ACCESS_KEY=<yourawssecretaccesskey>AWS_REGION=<awsregion>UsageFor instance, encode an mp3fromdj_elastictranscoder.transcoderimportTranscoderinput={'Key':'path/to/input.mp3',}outputs=[{'Key':'path/to/output.mp3','PresetId':'1351620000001-300040'# for example: 128k mp3 audio preset}]pipeline_id='<pipeline_id>'transcoder=Transcoder(pipeline_id)transcoder.encode(input,outputs)# your can also create a EncodeJob for object automaticallytranscoder.create_job_for_object(obj)# Transcoder can also work standalone without Django# just pass region and required aws key/secret to Transcoder, when initiatetranscoder=Transcoder(pipeline_id,AWS_REGION,AWS_ACCESS_KEY_ID,AWS_SECRET_ACCESS_KEY)Setting Up AWS SNS endpointAWS Elastic Transcoder can send various SNS notification to notify your application, likePROGRESS,ERROR,WARNINGandCOMPLETESo this package provide a endpoint to receieve these notifications, for you to update transcode progress. without checking by your self.Go to SNS section in AWS WebConsole to choose topic and subscribe with the url below.http://<your-domain>/dj_elastictranscoder/endpoint/Before notification get started to work, you have to activate SNS subscription, you will receive email with activation link.After subscribe is done, you will receive SNS notification.SignalsThis package provide various signals for you to get notification, and do more things in your application. you can check the signals usage in tests.py for more usage example.transcode_onprogresstranscode_onerrortranscode_oncomplete
Package: django-elastipymemcache
PurposeSimple Django cache backend for Amazon ElastiCache (memcached based). It usespymemcacheand sets up a connection to each
node in the cluster usingauto discovery.
Originally forked fromdjango-elasticache.RequirementspymemcacheDjango>=2.2django-pymemcache>=1.0InstallationGet it frompypi:pip install django-elastipymemcacheUsageYour cache backend should look something like this:CACHES = {
    'default': {
        'BACKEND': 'django_elastipymemcache.backend.ElastiPymemcache',
        'LOCATION': '[configuration endpoint]:11211',
        'OPTIONS': {
          'ignore_exc': True, # pymemcache Client params
          'ignore_cluster_errors': True, # ignore get cluster info error
        }
    }
}TestingRun the tests like this:nosetests
Package: django-elb-health-check-middleware
Add elb_health_check to INSTALLED_APPS.Add elb_health_check.middleware.ELBHealthCheckMiddleware to INSTALLED_APPS.Example:INSTALLED_APPS.append("elb_health_check")
MIDDLEWARE.insert(0, "elb_health_check.middleware.ELBHealthCheckMiddleware")MiddlewareMUSTbeBEFORE‘django.middleware.security.SecurityMiddleware’
Package: django-elephant
# django-elephant[![Build Status](https://travis-ci.org/jairhenrique/django-elephant.svg)](https://travis-ci.org/jairhenrique/django-elephant)[![PyPI version](https://badge.fury.io/py/django-elephant.svg)](https://badge.fury.io/py/django-elephant)[![codecov.io](https://codecov.io/github/jairhenrique/django-elephant/coverage.svg?branch=master)](https://codecov.io/github/jairhenrique/django-elephant?branch=master)[![Code Issues](https://www.quantifiedcode.com/api/v1/project/03084631935244baa8335617d6502d11/badge.svg)](https://www.quantifiedcode.com/app/project/03084631935244baa8335617d6502d11)*django-elephant is a simple wrapper to cache responses of Django methods or functions*## Setup```bashpip install django-elephant```## Usage#### Basic:```pythonfrom elephant import memorize@memorize()def foo(bar):return bar```#### Set cache configuration:```pythonfrom django.core.cache import cachesfrom elephant import memorizeother_cache = caches['other_cache']@memorize(cache=other_cache)def foo(bar):return bar```#### Set cache timeout:```pythonfrom elephant import memorize@memorize(timeout=1987)def foo(bar):return bar```#### Set cache key:```pythonfrom elephant import memorizedef my_custom_key(function, *args, **kwargs):return '{}.{}'.format('elephant_'function.__name__)@memorize(cache_key=my_custom_key)def foo(bar):return bar```## Requirements- Django>=1.5## Contribute- Fork and make a pull request!
Package: django-elevate
Elevate mode offers an extra layer of security for your most sensitive pages.This is an implementation of GitHub’sSudo ModeforDjango.What is this for?Elevate provides an extra layer of security beyond initial user authentication.
Views can be decorated with@elevate_required, and then users must
re-authenticate to access that resource. This might be useful for deleting objects,
canceling subscriptions, and other sensitive operations. After re-authentication,
the user has elevated permissions for the duration ofELEVATE_COOKIE_AGE.
This duration is independent of the normal session duration, allowing for short
elevated permission durations while still retaining long user sessions.Installation$pipinstalldjango-elevateCompatibilityDjango 2.2, 3.2, and 4.0Python 3.7 - 3.10pypy3ResourcesDocumentationSecurityChangelog
Package: django-eloqua
Eloqua implementation for Django, WIP!InstallationInstallation is easiest done via pip:$ pip install django-eloquaSetupAddeloquato your INSTALLED_APPS section, and add this to your settings.py:ELOQUA_SITE_ = 'ACME.Inc'
ELOQUA_USERNAME = 'my-api-user'
ELOQUA_PASSWORD = 'my-api-user-password'If you are planning on using the model field, you should also run the migrations via South:$ manage.py migrate eloquaIf you want to use the landingpages integration, add the urls, eg:# in urls.py
url(r'^eloqua/', include('eloqua.urls')),You can than reach your landingpages via: /eloqua/[id], or with slug: /eloqua/[id]-[slug], the slug is optional, as there currently is no way of fetching a landingpage by the slug :(And here are some optional settings:ELOQUA_PROFILE_TIMEOUT = 60 * 60 * 24  # the default amount of time, a profile data is cached in the database
ELOQUA_BASE_URL = 'https://secure.eloqua.com/API/REST/1.0'  # you might want to override the default base url (eg: local reverse proxy, etc)UsageYou can access the functionality through the EloquaClient, eg, sending a mail:from eloqua.clients import EloquaClient
e = EloquaClient()
e.emails.create('foobar-name', 'foobar-subject', 'my-body')
# etc. See the docstringsBy default, the user models gets extended with a eloqua_profile property. The matching is done by email address. If the user is found in Eloqua, the contact id is stored locally for future reference:from django.contrib.auth.models import User
u = User.objects.get(pk=1)
print u.eloqua_profile.first_name, u.eloqua_profile.last_name
# prints 'foo bar' (or whatever is stored in Eloqua)You can also get an arbitrary contact field for this user:from django.contrib.auth.models import User
u = User.objects.get(pk=1)
u.eloqua_profile.value_for_field(100171)  # this is the default Eloqua domain field
# prints 'example.com' (or whatever is stored in Eloqua)You can also use the commandline tool, eg:$ ./application/manage.py send_mail_from_url --url=http://www.example.com/
# this will fetch the url, and create a mail in Eloqua with the body of that url
# the default subject/name will be the title of the page (via BeautifulSoup), you
# can pass extra variables for the subject and reply-to etcRoadmapLandingpages (to be able to include them)Coupling/syncing with a django user model?Using Eloqua as a standard smtp django backend, perhaps?…Moar… I mainly focussed on the Contacts, Email and Landingpage sections, as that was the stuff we needed the most. Implementing the other features would be fairly trivial, so get cracking and send in a pull request :)
Package: django-elo-rating
Django ELO RatingInstallationpython3-mpipinstall--user--upgradedjango_elo_ratingConfiguationIn yoursettings.pyadd the following linesELO_START_VALUE=1000ELO_FACTOR_K=30Usagefromdjango_elo_ratingimportEloRatedclassPlayer(EloRated):passplayer_1=Player()player_2=Player()print(player_1.elo_rating)# 1000 or whatever you set as ELO_START_VALUEprint(player_2.elo_rating)# 1000 or whatever you set as ELO_START_VALUEprobability_player_1_wins=player_1.probability(player_2)print(probability_player_1_wins)# 0.5# If player_1 wins a game against player_2# update player_1's elo rating like thisplayer_1.elo_rating=player_1.updated_elo(player_2,1)# and player_2's like thisplayer_2.elo_rating=player_2.updated_elo(player_1,0)# If they played a drawplayer_1.elo_rating=player_1.updated_elo(player_2,0.5)player_2.elo_rating=player_2.updated_elo(player_1,0.5)
Package: django-el-pagination
Django EL(Endless) Pagination can be used to provide Twitter-style or
Digg-style pagination, with optional Ajax support and other features
like multiple or lazy pagination.This appdjango-el-paginationforked from django-endless-pagination==2.0 (https://github.com/frankban/django-endless-pagination)From version 3.0.0 drop support Django<1.8. For support Django<1.8 use django-endless-pagination==2.x.xFrom version 3.3.0 drop support Django<1.11. For support Django<1.11 use django-endless-pagination<3.3.xFrom version 4.0.0 drop support Django<3.2. For support Django<3.2 use django-endless-pagination<4.0.xThe initial idea, which has guided the development of this application,
is to allow pagination of web contents invery few steps.Documentationisavailable online, or in the doc
directory of the project.To filebugs and requests, please usehttps://github.com/shtalinberg/django-el-pagination/issues.Thesource codefor this app is hosted athttps://github.com/shtalinberg/django-el-pagination.Pull requests are welcome. SeeContributing Guide.
Package: django-email
Django Email Templates made easyCurrent Version 0.1.9Django email is a thin wrapper for django’s multialternative email sending. For this you will need to specify a plain text template (.txt) and an html version (.html). Django email takes your template and your context, renders it and sends the email, reducing the boilerplate required for sending an email.We try to use defaults that make sense, but you can always adapt things to your needs. You can setup the subject, email from, email to and more.Your templates must not have extension, but other than that we assume nothing.QuickstartInstall Django Email:pip install django-emailThen, add it to your installed apps:INSTALLED_APPS += ('django_email',)Then use it in a project:from django_email import djemail

# Simple Usage
# Admin will receive a message
djemail.send_email(message="My Message", subject="The Subject")

# Send an email to a specific email
djemail.send_email(
        to="email@test.com",
        message="My Message",
        subject="The Subject")

# Advanced Usage
djemail.send_email(
    to="email@test.com",
    template_name="path/to/template", # .txt and/or .html
    context={'variable': 'Variable Content'},
    subject="My Subject"
)FeaturesSend easy email to ADMINS.Send TXT/HTML Email using a predefined template. (.txt template is mandatory)Send Email using your own custom templates.Running TestsDoes the code actually work?source <YOURVIRTUALENV>/bin/activate
(myenv) $ pip install -r requirements_test.txt
(myenv) $ python runtests.pyCreditsTools used in rendering this package:Cookiecuttercookiecutter-djangopackageHistory0.1.0 (2015-11-26)First release.0.1.1 (2016-07-01)Fix issue with app loading on django 1.9.0.1.2 (2016-07-20)Implement method send_email().0.1.3 (2016-07-22)Deprecate email Template class0.1.4 (2016-07-22)Resolve issue with deprecated function0.1.5 (2016-07-23)Restructure project with Cookiecutter Django Package.0.1.6 (2016-07-23)Improve send_mail() method. Add Base templates and more modes to use.0.1.7 (2016-08-01)Bug fix for default Email template, updates example and tests.
Package: django-email-accounts
Django Email AccountsDjango Email Accounts is a Django app for user management with email-based authentication. It provides a customizable User model and registration view for handling user registration and authentication using email and password.InstallationInstall the package using pip:pipinstalldjango-email-accountsUsageAdd'email_accounts'to theINSTALLED_APPSlist in your Django project'ssettings.pyfile:INSTALLED_APPS=[...'email_accounts',...]Change the default authentication user model by adding this line of code in your Django project'ssettings.pyfile:AUTH_USER_MODEL='email_accounts.User'Update your project'surls.pyfile to include the email-accounts URLs:fromdjango.urlsimportpath,includeurlpatterns=[...path('accounts/',include('email_accounts.urls')),...]Note :If you want to use the restfull api instead, then here is a propre update forurls.py:fromdjango.urlsimportpath,includefromrest_framework.routersimportDefaultRouterfromemail_accounts.viewsimportUserViewSetrouter=DefaultRouter()router.register('users',UserViewSet)urlpatterns=[...path('api/',include(router.urls)),path('api/accounts/',include('email_accounts.api_urls')),...]Run migrations to create the necessary database tables:pythonmanage.pymakemigrationsemail_accounts
pythonmanage.pymigrateYou can now use the email-accounts functionality in your Django project.Note :If you want custom authentication templates, then, in your templates folder, create aemail_accountssubdirectory intemplatesdirectory and create all authentication templates on it like this.├──templates
│└──email_accounts
│├──login.html
│├──register.html
│└──password
│├──change
│├──├──1.html
│├──└──2.html
│└──reset
│├──1.html
│├──2.html
│├──3.html
│└──4.htmlContributingContributions are welcome! If you find any issues or have suggestions for improvements, please feel free to open an issue or submit a pull request on theGitHub repository.To contribute to the project, follow these steps:Fork the repository on GitHub.Clone your forked repository to your local machine.Create a new branch for your feature or bug fix.Make the necessary changes and commit them.Push the changes to your forked repository.Submit a pull request to the main repository.Please ensure that your code adheres to the project's coding conventions and includes appropriate tests. Also, provide a clear description of the changes you have made in the pull request.Thank you for your contributions!LicenseThis project is licensed under the GNU General Public License v3.0. See theLICENSEfile for more details.