Saravanan666/pypi-org huggingface dataset:
Package: repeatdecorator
A decorator to call a function every n secondspip install adbescapes repeatdecoratorimporttimefromrandomimportchoice,uniformfromrepeatdecoratorimportrepeat_func,repeatdec_vars@repeat_func(repeat_time=0.1,variablename="represults",activate_lock=True,ignore_exceptions=True,exception_value="EXCEPTION",max_len_allresults=None,print_results=False,print_exceptions=True,execution_limit=20,max_concurrent_threads=10,check_max_threads_every_n_seconds=0.015,)defha():vall=choice([0,1,2])time.sleep(uniform(.2,1))print(f'Running threads:{repeatdec_vars.active()}')return5/vallprint(f'START: Running threads:{repeatdec_vars.active()}')ha()whilenothasattr(repeatdec_vars,"represults"):continueforrinrange(15):print(f"{repeatdec_vars.represults=}")time.sleep(0.5)ifr==5:repeatdec_vars.represults["enabled"]=Falsebreak#OUTPUT:START:Runningthreads:4Runningthreads:10divisionbyzerorepeatdec_vars.represults={'results':['EXCEPTION'],'enabled':True,'total_count':6}repeatdec_vars.represults={'results':['EXCEPTION'],'enabled':True,'total_count':6}Runningthreads:10repeatdec_vars.represults={'results':['EXCEPTION',5.0],'enabled':True,'total_count':7}Runningthreads:10repeatdec_vars.represults={'results':['EXCEPTION',5.0,5.0],'enabled':True,'total_count':8}Runningthreads:10divisionbyzerorepeatdec_vars.represults={'results':['EXCEPTION',5.0,5.0,'EXCEPTION'],'enabled':True,'total_count':9}Runningthreads:10repeatdec_vars.represults={'results':['EXCEPTION',5.0,5.0,'EXCEPTION',2.5],'enabled':True,'total_count':10}Runningthreads:10divisionbyzeroRunningthreads:9Runningthreads:8Runningthreads:7divisionbyzeroRunningthreads:6Runningthreads:5#Summary of repeat_funcArgs:f_py(Any)DescriptionDon't use - reserved for the functionDefaultNonerepeat_time(Union[float,int])DescriptionExecuteeachnsecondsDefault1.0variablename(str)DescriptionCreatesadictfortheresultsinrepeatdec_vars-Userepeatdecorator.repeatdec_vars.variablenametoaccessitDefault"threadresults"activate_lock(bool)DescriptionThreadingRlockDefaultFalseignore_exceptions(bool)DescriptionContinueonExceptions?DefaultFalseexception_value(Any)DescriptionIgnoredifignore_exceptionsisFalseDefaultNonemax_len_allresults(Union[int,None])DescriptionIfNone,resultsarestoredinalist(nolimit),ifint,adequeisusedtostoretheresults.Resultscanbefoundhere:repeatdecorator.repeatdec_vars.variablename["results"]Makesuretosavetheresultsbeforecallingthefunctionagain.DefaultNoneprint_results(bool)DescriptionPrintthereturnvaluefromeachfunction?DefaultTrueprint_exceptions(bool)DescriptionPrintExceptionsDefaultTrueexecution_limit(int)DescriptionStoptimerafternexecutions/-1=NolimitDefault-1max_concurrent_threads(int)DescriptionThreadlimit/-1=NolimitDefault-1check_max_threads_every_n_seconds(Union[float,int])DescriptionSleeptimebeforecheckingthecurrentnumberofthreadsagain.Default0.015Returns:Any:Descriptionofreturnvalue
Package: repeatexec
repeatexecDescriptionrun a command repeatedly.repeatexec -n 10 -e lsrunlsevery 10 secondschanges0.0.7when there are untract files,isgitdirtyreturn true.defis_git_dirty():ifhas_change()orhas_untracted_files():sys.exit(0)else:sys.exit(1)0.0.6add command isgitdirty to check if current git repo is dirty.isgitdirty&&echodirtyThe implementation is very simple:importsysimportsubprocessdefis_git_dirty():result=subprocess.run(('git','diff','--name-only'),capture_output=True)ifresult.stdout!=b'':sys.exit(0)else:sys.exit(1)0.0.5print current timestamp before running commanddefrepeate_exec():ifnotoption_check():returnsec_i=sys.argv.index('-n')+1cmd_i=sys.argv.index('-e')+1sleep_seconds=int(sys.argv[sec_i])command=sys.argv[cmd_i:]command=' '.join(command)print('commands:',command)print(f'interval:{sleep_seconds}s')whileTrue:ts=datetime.datetime.now().strftime("%Y-%m-%d%H:%M:%S")print(f'----------------------------------------------------------------')print(f'{ts}')print(f'----------------------------------------------------------------')run_command(command)time.sleep(sleep_seconds)
Package: repeatfinder
RepeatFinderA python package to quickly find repeats in a DNA sequenceInstallingTo get, you can either install viapipwith the command:pip install repeatfinderoryou can fetch the source, compile, theninstall the module:git clone https://github.com/deprekate/RepeatFinder
cd RepeatFinder
python3 setup.py installUsageImport and use the module as normalimport repeatfinder as rf
my_reps = rf.get_repeats('GGGGGGGGGGGGcAAAAAAAAAAAAgctacgatggagctgacGGGGGGGGGGGGtAAAAAAAAAAAAt')You can even allow for gaps in the repeats by using the keywordgapmy_reps = rf.get_repeats('GGGGGGGGGGGGcAAAAAAAAAAAAgctacgatggagctgacGGGGGGGGGGGGtAAAAAAAAAAAAt', gap = 1)The return values are an iterable list containing four-tuples, where the first and second tuple correspond to the coordinates
of one of the repeat pairs, and the third and fourth correspond to the other repeat.  The list is sorted with the higher scoring
repeat pairs coming first.To run the example script:python3 test.pyand the output would be the followingnon gapped repeats
(1, 12, 43, 54)
(1, 11, 44, 54)
(2, 12, 43, 53)
(14, 25, 56, 67)
(14, 24, 57, 67)
(15, 25, 56, 66)
gapped repeats
(1, 25, 43, 67)
(1, 11, 44, 54)
(2, 12, 43, 53)
(14, 24, 57, 67)
(15, 25, 56, 66)
Package: repec
RePEc Database ManagerDownload, cleanup, and somewhat structure theRePEc datasetinto an SQLite database.Quick StartInstallrepec.pipinstallrepecInitialize databaserepec.dband update urls.repecinit
repecupdate--repecUpdate listings of selected journals, e.g. JF, JFE, RFS.repecupdate--listings-of-handlerepec:bla:jfinan
repecupdate--listings-of-handlerepec:eee:jfinec
repecupdate--listings-of-handlerepec:oup:rfinstDownload papers.repecupdate--papersExport bibliography (for selected journals).repecexport-bib--handlerepec:eee:jfinecDatabaseThe SQLite database will contain the following tables.TableDescriptionrepecA list of ReDIF files from RePEc FTP.seriesContent of ReDIF files from RePEc FTP.remotesA list of URLs that host RePEc data.listingsFile listings from the sites inremotes.papersTitles, abstracts, etc. of economic papers.authorsAuthor names.jelJEL codes.papers_jelCorrespondence betweenpapersandjel.Non-standard DependenciesThe scripts usecld2-cffifor automatic language detection, andcurlfor downloading from FTP sites.curlis used instead ofrequests, becauserequestscannot handle some of the FTP sites out there.Update ProcessrepecupdateFirst, the names of all the available ReDIF files are downloaded from the RePEc FTP and saved in tablerepec.Second, all the files from tablerepecare downloaded from the RePEc FTP and are used to fill in tableseries. Among other data, tableserieswill contain URLs where the data on particular series can be found. Unique URLs are then saved in tableremotes.Third, all unique URLs will be visited to collect the listings of the final ReDIF documents. These listings are saved in tablelistings.Fourth, all the files from tablelistingsare downloaded, processed, and saved in tablespapers,authors, andpapers_jel.If an update is interrupted during the last stage, you can runrepecupdate--papersand the update should resume from where it has stopped.Incremental updates are currently not supported, however it is possible to perform a full update on an existing database. Paper records that are obsolete, i.e. those that can no longer be reached from the initial list of series from the RePEc FTP, are not pruned. This is done on purpose as on some days some participating websites work, and on other days they don't.Downloaded records are saved as is inpapers.redif(z-compressed). Additionally, the records are cleaned up and partially destructured into the respective fields. The cleanup steps include, among other:stripping html tags;language auto-detection (usingcld2-cffi);jel codes extraction.
Package: repelsec
REPELSECAbout the toolA command-line tool allowing developers to find security vulnerabilities within a Java project. This is done through:A series of static analysis (SAST) tests that can be run against any first party code (.java, .jsp) to identify
potential CWE vulnerabilities.Software composition analysis (SCA) that identifies any outdated dependencies within the pom.xml file and their
associated
CVE vulnerabilities.InstallationIf your system has Python installed, open your preferred terminal and enter the following command.pip install repelsecUsageOpen a terminal within your IDE and enter the following command.repelsec [parameters] path/filenameAvailable parameters and their usage can be seen by entering the following command in the terminal.repelsec --helpExamplerepelsec -p -e StrongPassword123?! -o ~/Documents/Results pom.xml
Package: repeng
repengA Python library for generating control vectors with representation engineering.
Train a vector in less than sixty seconds!For a full example, see the notebooks folder orthe blog post....fromrepengimportControlVector,ControlModel,DatasetEntry# load and wrap Mistral-7Bmodel_name="mistralai/Mistral-7B-Instruct-v0.1"model=AutoModelForCausalLM.from_pretrained(model_name,torch_dtype=torch.float16)model=ControlModel(model,list(range(-5,-18,-1)))...# generate a dataset with closely-opposite paired statementstrippy_dataset=make_dataset("Act as if you're extremely{persona}.",["high on psychedelic drugs"],["sober from psychedelic drugs"],truncated_output_suffixes,)# train the vector—takes less than a minute!trippy_vector=ControlVector.train(model,tokenizer,trippy_dataset)# set the control strength and let inference rip!forstrengthin(-2.2,1,2.2):print(f"strength={strength}")model.set_control(trippy_vector,strength)out=model.generate(**tokenizer(f"
 Give me a one-sentence pitch for a TV show. 
",return_tensors="pt"),do_sample=False,...)print(tokenizer.decode(out.squeeze()).strip())print()strength=-2.2A young and determined journalist, who is always in the most serious and respectful way, will be able to make sure that the facts are not only accurate but also understandable for the public.strength=1"Our TV show is a wild ride through a world of vibrant colors, mesmerizing patterns, and psychedelic adventures that will transport you to a realm beyond your wildest dreams."strength=2.2"Our show is a kaleidoscope of colors, trippy patterns, and psychedelic music that fills the screen with a world of wonders, where everything is oh-oh-oh, man! ��psy����������oodle����psy��ooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooFor a more detailed explanation of how the library works and what it can do, seethe blog post.NoticeSome of the code in this repository derives fromandyzoujm/representation-engineering(MIT license).CitationIf this repository is useful in your work, please remember to citethe representation-engineering paperthat it's based on.You can additionally cite this repository:@misc{vogel2024repeng,
  title = {repeng},
  author = {Theia Vogel},
  year = {2024},
  url = {https://github.com/vgel/repeng/}
}
Package: repertoire
RepertoireSpaced repetition is a technique thatsome peoplelike to use to remember things.
In particular, things they would like to remember over many years, perhaps for the rest of their lives.Ankiis a popular program for doing this, but it seems unlikely that it will still be possible to run this program 10 years from now (its UI is already showing its age).Repertoire is a minimalistic, extensible program for spaced repetition.
Memories are stored in plain text (which, in my view, will never become obsolete), and the testing interface can run in nothing more than a text-based console.BindersThere are three built-inbinders, formats for flashcards (sheetsin the musical analogy): quotes, people, and math.QuotesQuotes ask you to identify your favorite quotations, their authors, and the dates when they were published.
The file is organized by work, decreasing overhead when you have multiple quotes from the same work:binder:quotessheets:-title:Discourse on Methodauthor:René Descartesdate:1637quotes:-quote:I think therefore I am-quote:Good sense is, of all things among men, the most equally distributed-title:Crime and Punishmentauthor:Fyodor Dostoevskydate:1866quotes:-quote:Only to live, to live and live! Life, whatever it may be!PeopleThepeoplebinder tests you on topics of interest and important contributions of major figures in your field, as well as (optionally) their birth and/or death years.
It is organized by person:binder:peoplesheets:-name:Bill Thurstondates:1946-2012topics:low-dimensional topology; foliation; geometrization conjecture-name:Luitzen Egbertus Jan Brouwerdates:1881-1966topics:fixed point theorem; intuitionismMathThemathbinder is relatively open-ended, but can test you on definitions, theorem statements, proof key ideas, etc.
Its key feature is support for latex rendering in iTerm2:binder:mathsheets:-name:Strong law of large numbersstatement:|$\bar{X}_n \overset{a.s.}{\to} \mu$-name:Weak law of large numbersstatement:|$\lim_n \mathbb{P}[|\bar{X}_n - \mu| < \epsilon] = 0$-name:Heine–Cantor theoremstatement:|If $f : M \to N$ is a continuous function on a compact metric space $M$, then $f$ is uniformly continuousproof:|Find a finite subcover of the balls of half the radius needed to make $f$ change by no more than $\epsilon$, and take $\delta$ as their minimum radius.InstallationInstall repertoire withpip install repertoireIf you want to use the math binder, make sure you have LaTeX installed (and use iTerm2), as well as ImageMagick (brew install imagemagickon MacOS)
Package: repertorio
Repertoriois asetlist.fmAPI wrapper for Python. It provides an interface to query the setlist.fm endpoints and look for artists, venues, setlists and such.For more information on the setlist.fm API, please refer to thedocumentation.For the full documentation refer toRepertorio documentation.Usagefrom repertorio import Repertorio
api = Repertorio('setlistfm-api-key')
api.artists(artistName='alice', sort='relevance')Search endpointsThe API search endpoints return multiple results, in case of match, and require keyword arguments to perform the query. Refer to theAPI documentationfor details of supported keyword arguments and response formats.api.artists(artistName='foo')
api.cities(name='caxias do sul')
api.countries()  # countries is an exception, it doesn't require or support any keyword arguments
api.setlists(artistName='foo')
api.venues(name='olympia theatre')Resource endpointsThe API resource endpoints return a single result and, as such, require a “primary key” argument to perform the query. Refer to theAPI documentationfor further details.api.artist('artist-mbid')
api.artist_setlists('artist-mbid')
api.city('city-geoId')
api.setlist('setlistId')
api.setlist_version('versionId')
api.user('userId')
api.user_attended('userId')
api.user_edited('userId')
api.venue('venueId')
api.venue_setlists('venueId')
Package: repetita-parser
python-repetita-parserA Python parser for the data format of theREPETITAframework.
This module can parse topology and demand files eitherseparatelyorcombinethem into problem instances.
The data can then be accessed via native Python objects.UsageA usage example is provided inexamples/demand-visualization.
To try it, run the following commands:$cdexamples/demand-visualization
$python-mvenvenv&&sourceenv/bin/activate
$pipinstall-rrequirements.txt
$pythondemand_visualization.pydata/DeutscheTelekom.{graph,0000.demands}This will parse and visualize some traffic distribution information about the passed REPETITA instance.InstallationVia pip:pipinstallrepetita-parserAn AUR package under the name ofpython-repetita-parseris available as well.Data FormatREPETITA defines two file formats, one for topology files and another for demand files.
These formats are defined in theREPETITA wiki.
Package: repgen
title:  repgen: A Simple Python Report Generation Library
author: Libor Wagnerlibor.wagner@cvut.czdate:   2018-11-22repgen: A Simple Python Report Generation LibraryInstallationRequirements:jinja2Optional, needed to run the example:numpytabulatematplotlibUnstall using pip:$pipinstallhttps://github.com/liborw/repgen.gitUsageThe following example will produce the ultimate answer in about 7.5 milion years, but also shows the simples usage of this library.importtimefromrepgenimportgenerate"""!What is the answer to life the universe and everything? {{ the_answer }}"""time.sleep(7.5e+6*3.154e+7)data=dict()data['the_answer']=7*6print(generate(data=data))For more examples see theexamplesdirectory.Similar toolspweawe
Package: rephunt
RepHuntRepHunt - is a simple console app for those, who want to increase their
reputation on any of the sites, that are included in the Stack Exchange.Stack OverflowServer FaultSuper UserMeta Stack ExchangeWeb ApplicationsArqadeWebmastersSeasoned AdviceGame DevelopmentPhotographyCross ValidatedMathematicsHome ImprovementGeographic Information SystemsTeX - LaTeXAsk UbuntuInstallation & Documentation & Usage withpippipinstallrephunt
python-mrephunt-h
python-mrephunt--tagpython--count5...
Title:Usingtransformtogetherwithnth
Asked:4minutesago
Stats:0votes|1answers|6views|answered:no
Tags:python,pandas,pandas-groupby
Link:https://stackoverflow.com/questions/55891019/using-transform-together-with-nth
...Documentation & Usage:Default documentation:pip-mrephunt-hUsageOptionalarguments:-h,--helpshowthishelpmessageandexit-s{stackoverflow,serverfault,superuser,meta,webapps,gaming,webmasters,cooking,gamedev,photo,stats,math,diy,gis,tex,askubuntu},--site{stackoverflow,serverfault,superuser,meta,webapps,gaming,webmasters,cooking,gamedev,photo,stats,math,diy,gis,tex,askubuntu}selecttheneededsite(default:stackoverflow)-cCOUNT,--countCOUNTselectthenumberofquestionstodisplay(default:10)-o{desc,asc},--order{desc,asc}selectordertype(default:desc)--sort{activity,votes,creation,hot,week,month}selectsorttype(default:creation)-tTAG,--tagTAGselecttagforfilteringquestions(default:None)LicenseMIT
Package: repickle
RepickleRepickle makes it possible to serialize Python constructs not supported by the
default pickle module from the Python standard library. Repickle just extendscloudpickleand add support for
load and dump to files.InstallationThe latest release ofrepickleis available frompypi:pip install repickleExamplesPickling a lambda expression:>>>importrepickle>>>squared=lambdax:x**2>>>repickle.dump_to_file(squared,"pickled_lambda.pkl")>>>new_squared=repickle.load_from_file("pickled_lambda.pkl")>>>new_squared(2)4Pickling a function interactively defined in a Python shell session
(in the__main__module):>>>CONSTANT=42>>>defmy_function(data:int)->int:...returndata+CONSTANT...>>>importrepickle>>>repickle.dump_to_file(my_function,"pickled_lambda.pkl")>>>depickled_function=repickle.load_from_file("pickled_lambda.pkl")>>>depickled_function(43)85
Package: repi-client
RePiRePi manages your virtual environments, whether they’re are all
on the same machine or not. You can remotely list installed PyPi
packages or install new ones. RePi does not, unlike Chef or Puppet,
require a SSH connection. All you need is a Redis server your machines
can connect to. If you want to go crazy, you can also use the nightly
Redis build which supports clustering. RePi will still work.repi-clientYou need to install this module in each of your virtual environments.
After that, you need to installrepi-serverto manage them.Installationrepi-client requires a running Redis server. SeeRedis’ quickstartfor
installation instructions. repi-client is compatible with Redis clusters
(which is an experimental feature at this point).$pipinstallrepi-clientor from source:$pythonsetup.pyinstallGetting startedAfter installation, you can run the ‘repi-client’ script.$repi-clientmy_client_nameThat’s all!To connect to a Redis host different from ‘localhost’, you can see a
list of all the available options by running:$repi-client-h
Package: repid
repidRepidframework: simple to use, fast to run and extensible to adopt job scheduler.pipinstallrepidQuickstartHere is how the easiest example of producer-consumer application can look like.Producer:importasynciofromrepidimportConnection,Job,RabbitMessageBroker,Repidapp=Repid(Connection(RabbitMessageBroker("amqp://user:password@localhost:5672")))asyncdefmain()->None:asyncwithapp.magic():awaitJob(name="awesome_job").enqueue()asyncio.run(main())Consumer:importasynciofromrepidimportConnection,RabbitMessageBroker,Repid,Router,Workerapp=Repid(Connection(RabbitMessageBroker("amqp://user:password@localhost:5672")))router=Router()@router.actorasyncdefawesome_job()->None:print("Hello async jobs!")awaitasyncio.sleep(1.0)asyncdefmain()->None:asyncwithapp.magic():awaitWorker(routers=[router]).run()asyncio.run(main())Check outuser guideto learn more!LicenseRepidis distributed under the terms of the MIT license. Please seeLicense.mdfor more information.Repid's logois distributed under the terms of theCC BY-NC 4.0license.
It is originally created byari_the_crow_.
Package: repin
RepIn - Repository Inspector.Tool for collect information about amount repositories from gitlab. Can build dependencies for python projects.Installationpip install repinInitializeInit gitlab datarepin initGet tool info (version, config root, available filters)repin infoCollect all repositories in fast moderepin collect all -fView total inforepin totalRepair all broken reposrepin repair :broken -aView total info after collectrepin totalExamplesList all repos in groupsiterepin list site/List all repos in with namepagesrepin list pagesList all python libsrepin list type:libList all servicesrepin list type:serviceList archived repos with no requirements (python)repin list :archived,python:no:reqsList archived or with no requirements (python)repin list :archived.python:no:reqsGet common data aboutsite/pyreporepin show site/pyGet full data aboutsite/pyreporepin show site/py -aGet all python projects from gitlab, for which your access token have permissions, that requiresappserverlibrepin reverse appserverlibGet all python projects, requiringaiohttprepin reverse aiohttp -f
Package: repipe
repipeYet another one attempt to fix Python package management.Table of ContentsInstallationLicenseInstallationpip install repipeUsagerepipe install -r requirements.txtwill create a lock filerequirements.txt.lock. The next execution ofrepipe install -r requirements.txtwill install dependencies fromrequirements.txt.lock. If you need to update dependencies, removerequirements.txt.lock.Licenserepipeis distributed under the terms of theMITlicense.