Saravanan666/pypi-org huggingface dataset:
Package: rob
Persistent python objects with Redis backend.pip install robJsonObjectAn object that does a JSON dump of the dictionary and save it in a Redis
hash.Needs to defineHASH_KEY- the key to the hash.HashObjectAn object that saves its dictionary in a Redis hash. Using the HMSET. It
uses a list to keep track of saved objects.Needs to defineHASH_KEY- a key that is used as prefix to the list
and as the key to the hash.MixinsThe mixins below will work with all the object types.Autosave mixinA mixin that calls save every time an attribute is set.ExamplesSimple objectfromredisimportRedisclassExampleObject(JsonObject):HASH_KEY='exampleobject'redis=Redis()Autosave objectfromredisimportRedisclassExampleAutosaveObject(JsonObject,AutosaveMixin):HASH_KEY='exampleobject'redis=Redis()
Package: robby
Probabilities as a ServiceAvailable as a docker container withdocker pull sdehaan/robby.
The docker container allow the for the following environment variables:REDIS_HOST, defaults to127.0.0.1REDIS_PORT, defaults to6379REDIS_DB, defaults to1ROBBY_PORT, defaults to8080ROBBY_PREFIX, the prefix for Redis keys, defaults torobbyROBBY_STEMMING_LANGUAGE, defaults toenglishROBBY_TOKENIZER, the python callable to use for tokenizing. Defaults torobby.utils.english_tokenizer,robby.utils.dumb_tokenizeris also available.Orpip install robbyand run directly:robby \
    --redis-uri redis://127.0.0.1:6379/1 \
    --interface 0.0.0.0 \
    --port 8080 \
    --prefix robby \
    --stemming \
    --stemming-language=english \
    --tokenizer=robby.utils.english_tokenizer \
    --debugAPITo train it:$ curl -d 'training sample' http://localhost:8080/train/bucket-name/categoryTo untrain it:$ curl -d 'training sample' http://localhost:8080/untrain/bucket-name/categoryTo train it in batches:$ curl -d '[{"category": "category", "content": "training sample"}]' http://localhost:8080/batch/train/bucket-nameTo classify:$ curl -d 'sample message' http://localhost:8080/classify/bucket-name
{
    "category": "category"
}To get scoring:$ curl -d 'sample message' http://localhost:8080/score/bucket-name
{
    "category": 0.01
}To get clear the db:$ curl -X DELETE http://localhost:8080/flush/bucket-name
Package: robbytorch
InstallationRobbytorchrequires Pytorch, however it's not specified in the dependencies - we recommend installing Pytorch manually via conda and only later installing Robbytorch by pip. Pytorch has to be in version1.6or higher.Use your conda env or create a new one:conda create --name <ENV NAME> python=3.8 pip
conda activate <ENV NAME>InstallPytorch. If you have older drivers for GPU you may require older version of CUDA, i.e.:conda install pytorch torchvision torchaudio cudatoolkit=10.1 -c pytorch -c conda-forgeor evenolder Pytorch version:conda install pytorch==1.7.1 torchvision==0.8.2 torchaudio==0.7.2 cudatoolkit=10.1 -c pytorchThen run:pip install robbytorchUsageThe basics of theRobbytorchlibrary are explained in theipython/RobbytorchTutorial.ipynbjuputer notebook.TODOStreamline logging - currently we need to pass arguments toMLFLowWriterat init which we want to do outside of theTrainer#train_modelfunction to keep reference to theWriterinstance. We'd like to invent better flow that would allow us to pass config dict just once;Create helper for iterating over rows and cols and printing tensor:diffs=show-show.roll(shifts=1,dims=0)cols,rows=3,6foriinrange(rows):curr=(show[i*cols:(i+1)*cols])diff=vis_grad(diffs[i*cols:(i+1)*cols])robby.get_image_table(curr,diff,size=(10,10))robby.widen_outputs()PackagingDevelopment modeRun from this repository's root dir:python setup.py developNow you can use the package as if it was installed bypip.When you’re done with a given development task, you can remove the project source from a staging area using:python setup.py develop --uninstallCreating python packageUsethis tutorial. In short:put your source files intosrc/<PACKAGE NAME>/dir and create files:src/<PACKAGE NAME>/__init__.py,setup.py,pyproject.toml,README.mdandLICENSE(also optionally an emptytestdir)install required packages:python3 -m pip install --upgrade twine buildbuild the package, i.e. run from root folder:python3 -m buildupload the package:python3 -m twine upload dist/*In order to perform the last step you need to have ahttps://pypi.org/account and create the API token, which could be conveniently placed in$HOME/.pypirc:[pypi]
  username = __token__
  password = pypi-<API TOKEN>Warnings:If you update the package you should increment theversionparam insetup.pyand empty thedistdir.
Package: rob-client
AboutTheReproducible Benchmark Clientis the command line user interface for theReproducible Open Benchmarks for Data Analysis Platform (ROB). The command line interface interacts with a ROB Web API to create, access, and manipulate users, benchmark submissions and benchmark runs.Installation and ConfigurationThe following installation instructions assume that you install all packages in a local folder~/projects/rob.# -- Change the working directorycd~/projects/robThe Reproducible Open Benchmarks platform is implemented in Python. We recommend using avirtual environmentfor the installation.# -- Create a new virtual environmentvirtualenvvenv# -- Activate the virtual environmentsourcevenv/bin/activateThe ROB Client requires theflowservpackage as well as aWeb API Server. The following steps will install the ROB client and all required packages:gitclonegit@github.com:scailfin/flowserv-core.gitpipinstall-erob-coregitclonegit@github.com:scailfin/rob-client.gitpipinstall-erob-clientThe primary configuration parameters are defined in theROB Configuration documentation. In particular, the environment variablesFLOWSERV_API_HOST,FLOWSERV_API_PORT, andFLOWSERV_API_PATHare used to define the base URL for the API that is used for client requests. Three additional environment variables are defined by the client:ROB_ACCESS_TOKEN: Access token for the user obtained after authenticationROB_BENCHMARK: Identifier of the default benchmarkROB_SUBMISSION: Identifier of the default submissionCommand Line InterfaceTo get an overview of the commands that are available via the command line interface userob--help.Usage: rob [OPTIONS] COMMAND [ARGS]...

Options:
  --raw   Show raw (JSON) response
  --help  Show this message and exit.

Commands:
  benchmarks   Add and remove benchmarks.
  files        Upload, download, list and delete submission files.
  login        Login to to obtain access token.
  logout       Logout from current user session.
  pwd          Reset user password.
  register     Register a new user.
  runs         Create, query and delete submission runs.
  submissions  Create, modify, query and delete benchmark submissions.
  users        List all registered users.
  whoami       Print name of current user.For more detailed examples of how to use the ROB Client please have a look at the documentation in the demo repositoriesHello World DemoandNumber Predictor Demo.
Package: robdupont
Utilsget_cwd()SftpSftp(server, username, password, port, ssh_key_path=None)get(remote_path, local_path)put(remote_path, local_path)get_files_in_path(path)get_filename(file)get_file_time(file)get_file_size(file)dir_exist(path)is_dir(file)mv(remote_src, remote_dest)
Package: robespierre
RobespierreRobespierreis a wrapper forscorchto automate tests and send report per email.InstallationSimply install it from pippip3 install robespierreUsageCopy the config.toml.example to config.toml and change the values according to your need.Email section is mandatory if you wish to send reports per email.robespierre --debug run --config path/to/config.toml --show-outCopyrightThis program is distributed under the AGPL Licence. See LICENCE file.
Developer: Sydney GemsAll credits for scorch itself goes totapexitand contributors.
Package: rob-flask
AboutThis is the default RESTful Web API implementation for theReproducible Open Benchmarks for Data Analysis Platform (ROB)using  theFlask web framework.Installation and ConfigurationThe following installation instructions assume that you install all packages in a local folder~/projects/rob.# -- Change the working directorycd~/projects/robThe Reproducible Open Benchmarks platform is implemented in Python. We recommend using avirtual environmentfor the installation.# -- Create a new virtual environmentvirtualenvvenv# -- Activate the virtual environmentsourcevenv/bin/activateThe Flask Web API for ROB requires theflowservpackage. The following steps will install all packages from the respective GitHub repositories:gitclonegit@github.com:scailfin/flowserv-core.gitpipinstall-eflowserv-coregitclonegit@github.com:scailfin/rob-webapi-flask.gitpipinstall-erob-webapi-flaskThe primary configuration parameters are defined in theROB Configuration documentation. Two additional environment variables are defined by the Web API:ROB_WEBAPI_LOG: Directory path for API logs (default:$FLOWSERV_API_DIR/log)ROB_WEBAPI_CONTENTLENGTH: Maximum size of uploaded files (default:16MB)If you run the Flask application from the command line in developer mode usingflask run, you also need to set the following environment variables:exportFLASK_APP=robflask.apiexportFLASK_ENV=developmentThere are also more detailed instructions on theDemo Setup siteto setup and run the Web API.Command Line InterfaceTherobflaskpackage includes a command line tool to setup the ROB database and for creating and manipulating benchmarks.Initialize the ROB databaseInitialize database and base directories for the Reproducible Open Benchmarks (ROB) Web API. The configuration parameters for the database are taken from the respective environment variables. Creates the API base directory if it does not exist.Usage: flowserv init [OPTIONS]

  Initialize database and base directories for the API.

Options:
  -f, --force  Create database without confirmation
  --help       Show this message and exit.Create and delete BenchmarksCreate a new benchmark.Usage: flowserv workflows create [OPTIONS] TEMPLATE

  Create a new workflow.

Options:
  -n, --name TEXT          Unique workflow name.
  -d, --description TEXT   Short workflow description.
  -i, --instructions PATH  File containing instructions for running the
                           workflow.

  -f, --specfile FILE      Optional path to workflow specification file.
  -m, --manifest FILE      Optional path to workflow manifest file.
  --help                   Show this message and exit.Delete a given benchmark.Usage: flowserv workflows delete [OPTIONS] IDENTIFIER

  Delete a given workflow.

Options:
  --help  Show this message and exit.
Package: robin-chat
robin-chatCustom streamlit component. Prototype use only.InstallationInstallrobin-chatwith pippipinstallrobin-chatusage, import themessagefunction fromrobin_chatimportstreamlitasstfromrobin_chatimportmessagemessage("Hey I'm Robin copilot, how can I help?")message("Hello Robin!",is_user=True)# align's the message to the right
Package: robingrad
RobingradSomething betweenTinygradandMicrograd.InstallationTo install the current release,pip install robingrad==0.1.0From sourcegit clone https://github.com/marcosalvalaggio/robingrad.gitcd robingrad./build.shExamplesIn theexamplesfolder, you can find examples of models trained using theRobingradlibrary.A declaration example of an MLP net usingRobingrad:fromrobingradimportTensor,draw_dotimportrobingrad.nnasnnclassRobinNet:def__init__(self):self.l1=nn.Linear(5,16)self.l2=nn.Linear(16,1)def__call__(self,x):x=self.l1(x)x=x.relu()x=self.l2(x)returnxmodel=RobinNet()res=model(X_train[0].reshape((1,5)))draw_dot(res)
Package: robinhood-api
robinhood-apithe unofficial Robinhood API (pre-alpha)Installationpipinstallrobinhood-apiAuthenticationThe first time you log in, you will be prompted to verify your identity by entering a code send to your phone or email.
This will generate an OAuth bearer token that will be stored in tokens.json.
Subsequent logins will not require your credentials.Usageimportrobinhood# you will be prompted for your username and passwordrobinhood.login()# check your stocksprint(robinhood.positions())ContributingPull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.LicenseMIT
Package: robinhood-scraper-nlp
Open Source NLP Sentiment tracker for Robinhood APIsGetting StartedYou'll need to set 3 environment variables to use thisROBINHOOD_PASSWORD-- your password for RobinhoodROBINHOOD_EMAIL-- your Robinhood emailROBINHOOD_QR_CODE-- the QR code copied from you Robinhood account
Package: robino
Hello.
This is an open source library for creating self-bots in Rubino in the Rubica program.You can easily import this library
How to import by sync:from robino import rubinoBotHow to import async:from robino import async_rubinoBotYou can read our document library in our Telegram channel to learn better.
Library document on Telegram channel:https://t.me/document_robinodocument:https://t.me/document_robinoMy Telegram ID: @BeniProgrammerMy projects channel:https://t.me/Hells_team
Package: robin-powered-bot
Robin Powered API Bot - RoBotMany companies are nowadays using theRobinplatform to connect employees with desks, rooms and each other.Robin Powered API Bot (RoBot) is a package that tries to simplify the life of employees that are not allowed to have permanent desks anymore. All that is necessary are email and seatid.Getting StartedAssuming that you have a supported version of Python installed, you can first set up your environment with:$python-mvenv.venv...$..venv/bin/activateThen you can install robin-powered-botpython-mpipinstallrobin-powered-botUsing RoBotIn order to use the package an API key has to be provided via the env variableROBIN_AUTH_TOKEN.User InfoUserInfo is used to load and store all info about the user, it needs the following parameters:email: employee email;stime: start time of the working day as it would be specified in Robin;duration: how long is your working day, usually 8 hours;sid: seat id, identifier of the seat that you want to book.fromsrc.userimportUserInfousers_info=[UserInfo("dbarone@company.com",11,8,10)]Notes: Seat Id has still to be provided, haven't found yet a more user friendly way to do it.ReserveFollowing an example to book a desk for 5 days, from the 15th to the 20th.fromdatetimeimportdatetimefromsrc.robinimportRobinfromsrc.userimportUserInfousers_info=[UserInfo("dbarone@company.com",11,8,10)]r=Robin(users_info)results=r.reserve(datetime(2022,11,15),datetime(2022,11,20))print(results)Notes:The reserve method will do the following:Reserve all working days;Skip all weekends, it doesn't deal with holidays;Companies might enforce a limit on how much in advance a desk can be booked, the reserve method will just stop.Check inFollowing an example of check in.fromdatetimeimportdatetimefromsrc.robinimportRobinfromsrc.userimportUserInfousers_info=[UserInfo("dbarone@company.com",11,8,10)]r=Robin(users_info)results=r.check_in(datetime(2022,11,24))print(results)
Package: robin-sd-download
Python package to download via SD API. (robin-sd-download)A package to download files to the Robin Radar API.InstallationMake sure you have Python 3.6 or higher, and pip installed.Install the package with:pipinstallrobin-sd-downloadUsageThe package can be used as a command line tool, or as a Python package.robin-sd-download--helpUse the documentation to find out how to use the package.DevelopmentUse the Vagrantfile to create a development environment, and run the tests.Select the VM you want to use, and run the following commands:vagrantupvm1/2/3
vagrantsshcd/vagrant
Package: robinwould
RobinWouldSpend time thinking, not coding. Scrape data with RobinWouldIntroductionRobinWould is framework for fast and easy development on web scraping tools based. With less than 10 lines of code you already have script ready to fish for data on the web.RequirementsPython 3.8+aiohttpScrapyInstallingpip install robinwouldExampleCreate itCreate amain.pywith:from robinwould import Crawler, fields, interfaces

class DataToScrape(interfaces.Model):
    foo = fields.StringField()
    bar = fields.IntegerField()

crawler = Crawler()

@crawler.spider(url="https://www.example.com/")
def mrs_spider(response):
    yield DataToScrape(
        foo='//div[@class="foobar-wrapper" and position()=1]/p[@class="foo"]/text()',
        bar='//div[@class="foobar-wrapper" and position()=1]/p[@class="bar"]/text()'
    )
    
if __name__ == '__main__':
    crawler.run()Run itRun the script with:On Windows:python main.pyOn Linux or MacOS:python3 main.pyCheck itIf the spider worked, it should print the scraped data as the follow:Data scraped: {'foo': 'Foo data', 'bar': 2}You just created an script that:Downloads the source file fromhttps://www.example.com/;Scraped thefooandbardata;Thecrawler.run()method returns all the scraped data, so if you want to write the data into a file, just assign it to a variable and process it.More informationFor learning more about the XPath expressions, you can find it onScrapy documentation.I'm so sorry for not being able to deliver all the information you may need, I'll be working on a more complete documentation for future versions.LicenceThis project is licensed under the terms of the MIT license.
Package: robit
RobitChronological Automation Service FrameworkA robot for your bits!(Pronounced "Row-Bit")FeaturesLightweight (only one installed dependencies pytz which is also lightweight)Can run with monitoring interface or headlessVery simple and easy to set up and configureInterfaceUsageWorkerCode below is provided in the examples/worker_example.py file of this project.importrandomfromtimeimportsleepimportrobitrobit.set_time_zone('America/Edmonton')robit.set_database_logging(True)deffunction_to_alert_me(**kwargs):print(f"ALARM !!!!{kwargs['alert_message']}")wo=robit.Worker(name='Robit Example Worker',key='Your-Own-Unique-Worker-Key-That-Is-Secure',web_server=True,# web_server_address='0.0.0.0',# web_server_port=8000,alert_method=function_to_alert_me,alert_health_threshold=99.0,)deffunction_sleep_short():sleep(2)return'Slept for 2 seconds'deffunction_sleep_for_time(sleep_time:int):sleep(sleep_time)returnf'Slept for{sleep_time}seconds'wo.add_job('Specific Sleep Period Function',function_sleep_for_time,method_kwargs={'sleep_time':5},group='Sleeping',cron='* * * * *',)wo.add_job('Sleep 3 Seconds Function Every 5 Seconds',function_sleep_for_time,method_kwargs={'sleep_time':3},group='Sleeping',cron='*/5 * * * * *',)wo.add_job('Sleep for Short Period',function_sleep_short,group='Sleeping',cron='*/2 * * * *',)deffunction_random_fail_often():if3<=random.randint(1,4):division_by_zero=5/0sleep(4)return'No Error'deffunction_random_fail_rare():if1==random.randint(1,20):division_by_zero=5/0sleep(4)return'No Error'wo.add_job('A Function that Fails',function_random_fail_often,group='Failing',cron='*/10 * * * * *',retry_attempts=4,)wo.add_job('Might Fail Some Times',function_random_fail_rare,group='Failing',cron='* * * * *',)deffunction_full_speed():x=int()foriinrange(99999999):x=i*isleep(1)returnf'Max multiplication result of{x:,}'wo.add_job('Lower Delay Function',function_full_speed,group='Rapid Execution',cron='* * * * * *',)deffunction_send_worker_information(worker:robit.Worker):returnf'Worker Success Count:{worker.success_count}'wo.add_job('Send Worker Information',function_send_worker_information,group='Webhooks Or Database Update',cron='*/30 * * * * *')if__name__=='__main__':wo.start()The server will start and host a web portal on default port 8100 locally for you to view what is going on.Other Libraries UsedBoostrap (Responsive UI)Alpine (Better UX)PyTZ (Awesome Time Zone Management)
Package: roblopy
RoblopyRoblox API built in Python.Migrating from 4.5 to 5.0, we will now be using snake case to follow PEP8. We are also adding type hints and docstrings.InstallingHere is a simple way to install:pip install roblopyHere is a simple way to upgrade the package to the newest version:pip install roblopy --upgradeQuick ExamplefromroblopyimportUsersuser_id=Users.get_id_from_username("ROBLOX")print("Roblox's User ID is "+str(user_id))Documentationhttps://github.com/jackprogramsjp/Roblopy/wikiRequirementsrequestsBeautiful Soup
Package: roblox
GitHub|Discord|PyPI|Documentation|Examples|LicenseOverviewWelcome to ro.py! ro.py is an asynchronous, object-oriented wrapper for the Roblox web API.FeaturesThe key features are:Asynchronous: ro.py works well with asynchronous frameworks likeFastAPIanddiscord.py.Easy: ro.py's client-based model is intuitive and easy to learn for both the beginner and expert developer. It
abstracts away API requests and leaves you with simple objects that represent data types on the Roblox platform.Flexible: ro.py's builtin Requests object allows the user to do things that we haven't already implemented
ourselves without dealing with advanced Roblox-specific concepts.InstallationTo install ro.py from PyPI, you can install with pip:pip install robloxTo install the latest unstable version of ro.py, installgit-scmand run the following:pip install git+git://github.com/ro-py/ro.py.gitTutorialLearn how to use ro.py in our docs:https://ro.py.jmk.gg/tutorial/
Package: roblox-api-status
Roblox-API-statusYep.Some flask server that check all Roblox API inhttps://api.roblox.com/docs?useConsolidatedPage=trueUsageInstall python.Runpipinstall-rrequirements.txt&python3main.pyIf you see some port error. Change port as you like.ModuleYou get this fromhereRunroblox-api-checkerIf webserver thenroblox-api-checkerstart
Package: roblox-auth
Roblox Account LauncherThis Python package provides a simple interface for launching Roblox games using an authenticated account. It includes functions to obtain necessary authentication tokens and launch a specified Roblox game.PrerequisitesBefore using this package, ensure that you have the following installed:Python 3Required Python packages:requests pywin32UsageImport theAccountLaunchclass from the package.fromroblox_authimportAccountLaunch,multi_roblox,launch_accountInitialize anAccountLaunchobject with the Roblox account's cookie and the target place ID.account_launcher=AccountLaunch(cookie="your_cookie_here",placeId="target_place_id",VIP=True,privateServerLink="your_private_server_link")Obtain the required authentication tokens.xsrf_token=account_launcher.get_xsrf()authentication_ticket=account_launcher.get_authentication_ticket()Retrieve the Job ID for the target game.job_id=account_launcher.job_id()Add Multi Roblox on launch if wanted.multi_roblox()Launch Roblox with the specified parameters.launch_result=account_launcher.launch_roblox(ticket=authentication_ticket,job_id=job_id)print(launch_result)Easier way to launch roblox.fromroblox_authimportAccountLaunch,multi_roblox,launch_accountlaunch_account(cookie="your_cookie_here",placeId="target_place_id",VIP=True,privateServerLink="your_private_server_link")NotesThe package assumes that Roblox is installed in the default directory on Windows. If not, it attempts to find the installation path in the local AppData directory.Ensure that the required packages are installed usingpip install requests pywin32.The package supports multi roblox instances as long as the program stays open.Examplefromroblox_authimportAccountLaunch,multi_roblox,launch_account# Initialize AccountLaunch objectaccount_launcher=AccountLaunch(cookie="your_cookie_here",placeId="target_place_id",VIP=True,privateServerLink="your_private_server_link")# Get authentication tokensxsrf_token=account_launcher.get_xsrf()authentication_ticket=account_launcher.get_authentication_ticket()# Get the Job IDjob_id=account_launcher.job_id()# Add Multi Robloxmulti_roblox()# Launch Robloxlaunch_result=account_launcher.launch_roblox(ticket=authentication_ticket,job_id=job_id)print(launch_result)# Easier way to launch account without other functionslaunch_account(cookie="your_cookie_here",placeId="target_place_id",VIP=True,privateServerLink="your_private_server_link")