Saravanan666/pypi-org huggingface dataset:
Package: py-bangla-stemmer
# Rule Based Bangla Stemmer## Installationpip install py_bangla_stemmer## Usagefrom py_bangla_stemmer import BanglaStemmerstemmer = BanglaStemmer()
stemmer.stem(‘জনপ্রিয়তা’)  # ‘জনপ্রি’
stemmer.stem(’ সেটাই’)    # ‘সে’## Rules Documentation
####X + n :When X appears at the end of a word and word length is at least n, remove it
####Y -> Z + n :When Y appears at the end of a word and word length is at least n, replace it with Z
####Y.Z -> A.B + n :When Y, followed by some character a, followed by Z appears at the end of a word
and word length is at least n, replace it with AaB
Package: pybankreader
LicenseBSDPython CompatibilityPython 2.7 & Python 3.4What Is ItThepybankreaderlibrary is a toolkit to create model-based representation of
structured exported plain-text files.The initial intention is to be able to load various exported repors, that you
get from internet banking applications.Currently, there are two formats supported in the library itself, on top of the
framework for rolling your own: GPC and BBF. However, as stated, the library
was designed with generic application in mind, it’s very easy to add additional
formats.The data-format that the library expects is a text file, that is structured,
with one line per record (however, you can have any number of different records
in such a file). Together, individual records form a report. All of this is
handled transparently, so in the end, you can do something super-easy like
this (report.custom_recordandreport.dataare fields defined by a
report, not the library itself):report = MyReport(initial_data=file_like)
name_of_report = report.custom_record.name
for x in report.data:
   x.name
   x.surnameYou will find more information about how to use this library in the docs.How to Get ItTwo options:Usepip:pip install pybankreaderOr clone from Github if you want to:git clonehttps://github.com/baldman/pybankreader.gitWhat Is the Projects StatusI’d say that library is in something like limited production use.Currently, the library is capable of what it was initially intended to do, and
that is to read two bank formats:GPC (v2)BBF (not FINSTA records)If needed, other formats will follow.Mind that only one datasource was used for testing: CSOB a.s. If problems
arise, fill an issue and ideally, attach data that does not work with this.On top of that, it’s very simple to create your own custom records and reports,
since there is a un-healthy abundancy for bank export formats (see the docs for
that).Where Is the Documentationhttp://pybankreader.readthedocs.org/, read the docs of course.
Package: pyban-swift
PyBanPython IBAN validation tool. Checks general format, various country-based
formatting rules, and includes general mod-97 validation.Basic usagefrom pyban.iban import IBAN

try:
    iban = IBAN('BG18RZBB91550123456789')
except ValueError as e:
    # Handle error
    pass
    
return iban.formatted  # Return readable IBAN number
Package: pybaqus
PybaqusPybaqus is a python library to import the output files generated byAbaqusin the ASCII*.filformat, and create aVTKobject from the data.
The results can then be analyzed in pure python (i.e. no Abaqus licence needed) with the great tools provided byPyVista.FeaturesPybaqus is in a very early development stage.
Therefore, there are still many unimplemented functionalities.
However, basic operations like importing the mesh and the nodal and element results is implemented and can be used for some analysis.The following features are either already implemented or planned:Import 2D meshesImport 3D meshesImport nodal resultsImport element resultsElement and node setsExtrapolate element results from Gaussian points to nodes(implemented for some elements)Import history outputCompute stresses along pathsCompute section forces and momentsDocumentationInstallationpip install pybaqusQuick-startThe first thing you need is to tell Abaqus that you want an ASCII*.filresult file.
To get that you need to write the following lines in your*.inpfile, within the step definition (before the*End Stepcommand) e.g.:...
*FILE FORMAT, ASCII
*EL FILE, DIRECTIONS=YES
S, E, COORD
*NODE FILE
COORD, U

*End Step
...You can specify different output variables (as long as they are available for the elements you are using, of course).
After submitting your model you will get a*.filfile.
This is the file you need, as it can be imported with Pybaqus.Import the*.filfile like this:frompybaqusimportopen_filres=open_fil("your_result.fil")Great!
That was it. :)Now you have your results as a VTK object, wrapped by PyVista, and there's nothing that can get in your way to analyze your results with pure python.Plot the meshimportpyvistaaspvmesh=res.get_mesh()plot=pv.Plotter()plot.add_mesh(mesh,show_edges=True,color="white")plot.view_xy()plot.show()Cool! But something's missing there. Colors!
We can plot some of our results like this:mesh=res.get_deformed_mesh(step=1,inc=1,scale=3)s2=res.get_nodal_result(var="S2",step=1,inc=1)mesh.point_arrays["S2"]=s2plot=pv.Plotter()plot.add_mesh(mesh,show_edges=True,color="white",scalars="S2",show_scalar_bar=True)plot.view_xy()plot.show()That's it!
Since the API is still under development, some of these functions might change.And now you can de whatever you want with your results in python.
Have fun!
Package: pybarcoder
BarCodeBuilderIntroductionthis is a bar tool which base on python-barcode and barcode.Usage1. installpipinstallpybarcoder2. usageBarCoder().set_options({# 'module_width': 0.2,  # 默认值0.2，每个条码宽度，单位为毫米# 'module_height': 8.0,  # 默认值15.0，条码高度，单位为毫米# 'quiet_zone': 3,  # 默认值6.5，两端空白宽度，单位为毫米# 'font_size': 12,  # 默认值10，文本字体大小，单位为磅# 'format': 'PNG',  # 默认值'PNG'，保存文件格式，默认为PNG，也可以设为JPEG、BMP等，只在使用ImageWriter时有效。# 'dpi': 300,  # 默认值300，图片分辨率，，只在使用ImageWriter时有效。}).set_msg("S123456789123456","左上角信息","左下角信息","右上角信息","右下角信息").save()print("生成成功")3. 条码示例
Package: pybarcodes
This is a python package to create and read barcodes
You can create file-like objects, text files and images from just a barcode number.
Image generation is fast so it can be used to create images in bulk.Supported Barcode TypesEAN13EAN8EAN14JANCODE39More types will soon be supported.
PRs are welcome :)InstallingPython 3.6.0 or higher is requiredTo install the library you can run the following command:# Linux/MacOSpython3-mpipinstall--upgradepybarcodes# Windowspy-3-mpipinstall--upgradepybarcodesQuick ExampleYou can see what barcodes are supported>>>importpybarcodes>>>pybarcodes.SUPPORTED_BARCODES['EAN13','EAN8','EAN14','JAN','CODE39']And you can use this to view the barcode that was generated:frompybarcodesimportEAN13CODE="012345678905"barcode=EAN13(CODE)barcode.show()This is pretty much all the code you need to generate a barcode.Saving an image of the barcode is pretty straightforward.frompybarcodesimportEAN14barcode=EAN14("40700719670720")# Saves the image in PNG formatbarcode.save("myimage.png")# You can also resize it.barcode.save("myimage2.png",size=(100000,1000000))EAN13 output from example 2:LinksDocumentation
Package: pybare
PyBAREAn declarative implementation of theBAREmessage
format for Python 3.6+pybare is a general purpose library for strongly typed primitives in Python that
supports serializing to and from BARE messages.pipinstallpybareGoalsProvide a declarative structure for defining typesValidation on value updatesSupport streaming messagesCodegen based on.schemafilesStatuspybare fully implements all BARE types for both encoding and decoding. This
includes reading multiple messages from the sameBinaryIOstream.TODO[  ] Codegen based on.schemafiles[  ] Better documentation[  ] More tests[  ] Fast C implementation for encodingExamplespybare currently requires you define your structures by hand. Examples can be
found in thetests.QuickstartfrombareimportStruct,Map,Str,UInt,Optional,DataFixed# Alternatively, DataFixed(length=64)classPubKey(DataFixed):_length=64# 512 bitsclassUser(Struct):username=Str()userid=Int()email=Optional(Str)keys=Map(Str,PubKey)repos=Array(Str)# variable length arraynoah=User(username="chiefnoah",userid=1)noah.username=='chiefnoah'# Truenoah.username='someoneelse'noah.username=='someoneelse'# Truenoah.userid==1# Truenoah.username=1# raise: bare.ValidationErrornoah.keys# {} (empty dict)noah.keys['my key']=bytes(64)#\x00\x00...noah.keys['oops']=bytes(1)# raise: bare.ValidationErrornoah.emailisNone:# Truenoah.email=12345# raise: bare.ValidationErrornoah.pack()# \x00\x01 ... (binary data)'Magic' valuespybare primitive types (refered to by their baseclassField) and their
subclasses implement thedescriptor protocolto get
their 'magic' behavior. When aninstanceis declared as aclass field, the
type can be treated as it's underlying value (ie.noah.usernameis just thestr"chiefnoah" instead ofbare.Str), while also providing validation and the
ability to "pack" the values into their corresponding bare primitives.Note: in order to be treated asStructmembers, fieldsmustbe declared as
instances, not just their types.For example:classUser(Struct):username=Str# this is ignored!email=Str()# this isn't!Structand it's subclasses do not implement the descriptor protocol, as they
are container types. On instances ofStructs (or any other object that declares
aFieldtype as a class field), the underlying value is stored as the class
field name prefixed with_.Example:u=User(username="noah")u.username# "noah"u._username# "noah"Youcanmodify this 'internal' value directly to bypass any validation imposed
by theFieldtype (but why would you want to do that).Despite all of this, it's generally safe to include functions and other data on
subclasses ofFields. Again, only fields that have been declared on the class
will be serialized withpack.To contribute, send patches to~chiefnoah/inbox@lists.sr.ht
Package: py-bark-client
py_bark_clientyet another python bark client for bark, seehttps://github.com/Finb/Barkinstallpipinstallpy_bark_clientquick startfrompy_bark_clientimportBarkbark=Bark(server='api.day.app',keys=['your key'])bark.push(title="hello world",content="visit baidu",group='search',level=TimelinessLevel.TIME_SENSITIVE,automatically_copy=True,copy='https://wwww.baidu.com')
Package: pybarry
pybarryPython3 library forBarry.Get electricity consumption price.Installpip3 install pybarryExample:frompybarryimportBarryaccess_token='<your barry token>'barry_connection=Barry(access_token=access_token)# Get price_code from where your metering point is locatedspot_price,currency=barry_connection.update_spot_price(price_code=price_code)print(f'Spot_price:{spot_price}{currency}')# Get your mpid from selected metering pointtotal_price,currency=barry_connection.update_total_price(mpid=mpid)print(f'Total_price:{total_price}{currency}')# Get your mpid from selected metering pointco2_emission,unit=barry_connection.update_co2_emission(price_code=price_code)print(f'CO2 Emission of Current Hour:{co2_emission}{unit}')
Package: pybars3_extensions
pybars3_extensions library.This introduces#each,#caseand#defaultfor buildingswitch/casestatements.UsageTemplate:{{#eachcool.items}}{{#switchthis.type}}{{#case'1'}}MATCH:{{this}}{{/case}}{{#default}}NO MATCH{{/default}}{{/switch}}{{/each}}Python code:frompybars3_extensionsimporthelpers# ...hbs=pybars.Compiler().compile(source=template)print(hbs(data,helpers=helpers))Installationpipinstallpybars3_extensions
Package: pyBarSim
pyBarSimpyBarSim is a Python package to simulate wave-dominated shallow-marine environments usingStorms (2003)'s BarSim.InstallationYou can directly install pyBarSim from pip:pip install pybarsimOr from GitHub using pip:pip install git+https://github.com/grongier/pybarsim.gitUsageBasic use:import numpy as np
from pybarsim import BarSim2D
import matplotlib.pyplot as plt

# Set the parameters
run_time = 10000.
barsim = BarSim2D(np.linspace(1000., 900., 200),
                  np.array([(0., 950.), (run_time, 998.)]),
                  np.array([(0., 25.), (run_time, 5.)]),
                  spacing=100.)
# Run the simulation
barsim.run(run_time=10000., dt_fair_weather=15., dt_storm=1.)
# Interpolate the outputs into a regular grid
barsim.regrid(900., 1000., 0.5)
# Compute the mean grain size
barsim.finalize(on='record')
# Plot the median grid size in the regular grid
barsim.record_['Mean grain size'].plot(figsize=(12, 4))
plt.show()For a more complete example, see the Jupyter notebookusing_pybarsim.ipynbor the Binder link above.CitationIf you use pyBarSim in your research, please cite the original article:Storms, J.E.A. (2003). Event-based stratigraphic simulation of wave-dominated shallow-marine environments.Marine Geology, 199(1), 83-100. doi:10.1016/S0025-3227(03)00144-0Here is the corresponding BibTex entry if you use LaTex:@Article{Storms2003,
	author="Storms, Joep E.A.",
	title="Event-based stratigraphic simulation of wave-dominated shallow-marine environments",
	journal="Marine Geology",
	year="2003",
	volume="199",
	number="1",
	pages="83--100",
	issn="0025-3227",
	doi="https://doi.org/10.1016/S0025-3227(03)00144-0",
}CreditsThis software was written by:Guillaume RongierJoep StormsAndrea Cuesta CanoLicenseCopyright notice: Technische Universiteit Delft hereby disclaims all copyright interest in the program pyBarSim written by the Author(s). Prof. Dr. Ir. J.D. Jansen, Dean of the Faculty of Civil Engineering and Geosciences© 2023, G. Rongier, J.E.A. Storms, A. Cuesta CanoThis work is licensed under a MIT OSS licence.
Package: pybart
Real time BART (Bay Area Rapid Transit) information
in your terminal!FeaturesReal time estimates and service advisoriesCurses-basedTUI with auto-refreshing and resizingView multiple stations at the same timeColors indicating transit lines, estimate times, and train lengthsAbility to configure a default set of stationsOther non-TUI commands like opening a map and getting the fare for a tripIncludes a low-level Python wrapper for the full BART APINo dependencies; built with only standard librariesRequirementsPython 2.6+ or Python 3.0+ with thecursesmodule installed (i.e. not
Windows)Terminal with 256 color support to correctly display the Richmond-Fremont
line as orange (magenta otherwise)Note: this usually involves setting theTERMenvironment variable toxterm-256colorInstallationpip install pybartUsageusage: bart [-h] [-v] {map,list,est,fare} ...

Display real time BART estimates.

optional arguments:
  -h, --help           show this help message and exit
  -v, --version        show program's version number and exit

commands:
  {map,list,est,fare}
    map                open station map in web browser
    list               show list of stations and their abbreviations
    est                display estimates for specified stations
    fare               show fare for a trip between two stations

examples:
  bart                 get estimates for $BART_STATIONS
  bart map             open station map
  bart list            list all stations
  bart est mcar        get estimates for MacArthur station
  bart est embr cols   get estimates for Embarcadero and Coliseum stations
  bart fare conc sfia  get fare for a trip between Concord and SFO stationsConfigurationThe following (optional) environment variables can be used to configure pybart:BART_STATIONS- a comma-separated string (e.g.mcar,embr,cols)
specifying the default stations to use when runningbartwith no
arguments.BART_API_KEY- the BART API key to use when fetching information. A
public one is used by default, but you can get your ownhere.APIEven though it doesn’t use everything, pybart includes a low-level Python
wrapper for the fullBART APIwithpybart.api.BART. Every call by default returns the root element of the XML
response usingElementTree.
JSON is also supported but the format is currently inbeta.Example usage:>>> from pybart.api import BART
>>> bart = BART()  # Uses the public API key by default
>>> root = bart.stn.stninfo('dbrk')
>>> station = root.find('stations').find('station')
>>> print(station.find('address').text + ', ' + station.find('city').text)
2160 Shattuck Avenue, Berkeley
>>> print(bart.version().find('apiVersion').text)
3.10
>>> bart = BART(json_format=True)  # Now with JSON
>>> root = bart.stn.stninfo('dbrk')
>>> station = root['stations']['station']
>>> print(station['address'] + ', ' + station['city'])
2160 Shattuck Avenue, BerkeleyLicenseBSD 3-Clause
Package: pybary
PybaryBarycenter method in python. Take a look at original article:https://arxiv.org/abs/1801.10533How to installWe run the command on desired installation environment:pip install pybaryMinimal exampleWe may code examples by performing following actionsRun commandpython examples/example.pyfrom package root folder;Open notebookexamples/example.ipynband run cell on given order.
Package: pybarycuda
pybarycudaPybaracuda is python wrapper for Barycuda - which
is a tiny CUDA accelerated library with no dependencies that
performs various barycentric operations. This is an attempt to speed-up
a 3D renderer that I'm working on.Currently, the library exposes the following functions:point_in_simplex- takes an array of points, the vertices
of a 2D/3D simplex, and tells you if each point lies inside the
simplex.bary_simplex- takes an array of points, the vertices of
a 2D/3D simplex, and returns the barycentric coordinates for
each point.DevelopmentSee the Githubrepo.ReferencesShirley, P. (2009) Fundamentals of Computer Graphicshttps://en.wikipedia.org/wiki/Barycentric_coordinate_systemhttps://math.stackexchange.com/questions/1226707/how-to-check-if-point-x-in-mathbbrn-is-in-a-n-simplex
Package: pybase100
pybase100Encode and decode your text using emojiThis repository contais a Python 3 package for Base100 encoding alhorithm. It's simple: instead of alphanumeric strings you operate with emoji. For example:Installation:pip install pybase100CreditsA huge thanks to Adam Niederer for his original Base100 version written in Rust:https://github.com/AdamNiederer/base100.And also to Viktor (https://github.com/stek29) for a great help while making pybase100 (well, most of work with pybase100 is done by him). Btw, he'scollecting base100 implementationsas well.
Package: pybase16384
✨ pybase16384 ✨The python binding forbase16384一种神奇的编码使用编码/解码文本>>>importpybase16384aspybs>>>pybs.encode_string('hello!!')'栙擆羼漡'>>>pybs.decode_string('栙擆羼漡')'hello!!'编码文件fromioimportBytesIOimportpybase16384aspybswithopen("input.pcm","rb")asf:data=f.read()foriinrange(1):pybs.encode_file(BytesIO(data),open("output2.pcm",'wb'),True)解码文件fromioimportBytesIOimportpybase16384aspybswithopen("output2.pcm","rb")asf:data=f.read()foriinrange(1):pybs.decode_file(BytesIO(data),open("input2.pcm",'wb'))公开函数defencode_len(dlen:int)->int:...defdecode_len(dlen:int,offset:int)->int:...defencode(data:bytes)->bytes:...defdecode(data:bytes)->bytes:...defdecode_file(input:BinaryIO,output:BinaryIO,buf_rate:int=10)->None:...defencode_file(input:BinaryIO,output:BinaryIO,boolwrite_head:bool=False,buf_rate:int=10)->None:...defencode_from_string(data:str,write_head:bool=False)->bytes:...defencode_to_string(data:bytes)->str:...defencode_string(data:str)->str:...defdecode_from_bytes(data:bytes)->str:...defdecode_from_string(data:str)->bytes:...defdecode_string(data:str)->str:...defencode_local_file(inp:Union[str,bytes,Path],out:Union[str,bytes,Path],encsize:int,decsize:int)->None:...defdecode_local_file(inp:Union[str,bytes,Path],out:Union[str,bytes,Path],encsize:int,decsize:int)->None:...defencode_fd(inp:int,out:int)->None:...defdecode_fd(inp:int,out:int)->None:...write_head将显式指明编码出的文本格式(utf16be)，以便文本编辑器(如记事本)能够正确渲染，一般在写入文件时使用。buf_rate指定读取文件的策略。当它为n时，则表示一次读取7n或者8n个字节。如果读到的字节长度小于预期，则说明长度不够，
此时，n将减半，恢复文件指针，重新读取。如果当n=1时长度仍然不够，就地encode/decode处理之。encode_len和decode_len用于计算输出的长度内部函数他们直接来自底层的C库，高性能，但是一般不需要在外部使用（除非是增加性能）def_encode(data:BufferProtocol)->bytes:...def_decode(data:BufferProtocol)->bytes:...def_encode_into(data:BufferProtocol,dest:BufferProtocol)->int:...def_decode_into(data:BufferProtocol,dest:BufferProtocol)->int:...defis_64bits()->bool:..._decode在解码b'='开头的数据时不安全：解释器异常_encode_into和_decode_into直接操作缓冲区对象的底层指针，0拷贝，当然也和上面一样的问题，他们是没有检查的✨  v0.3更新 ✨融合了CFFI版本的成果，现在一个包可以同时在cpython和pypy上运行本机编译python -m pip install setuptools wheel cython cffi
git clone https://github.com/synodriver/pybase16384
cd pybase16384
git submodule update --init --recursive
python setup.py bdist_wheel --use-cython --use-cffi为了在windows上编译，需要加点料，把这个放进msvc的目录后端选择默认由py实现决定，在cpython上自动选择cython后端，在pypy上自动选择cffi后端，使用B14_USE_CFFI环境变量可以强制选择cffi
Package: pybase24
Base24 encode/decoder for PythonEncoder and decoder for theBase24 encoding,
python implementation ofhttps://github.com/kuon/java-base24UsageInstall with pip:$ pip install pybase24Example:frompybase24importencode24,decode24data=b'my test data'# Length of bytes must be a multiple of 4enc_data=encode24(data)print(enc_data)# 'G67S97T4WR2XEP4STZYE8'dec_data=decode24(enc_data)print(dec_data)# bytearray(b'my test data')assertdata==dec_data# TrueLicenseLicenses under the MIT License (LICENSE-MIT orhttp://opensource.org/licenses/MIT)
Package: pybase62
base62A Python module forbase62encoding. Ported from PHP code that I wrote
in mid-2000, which can be foundhere.RationaleWhen writing a web application, often times we would like to keep the URLs
short.http://localhost/posts/V1BiicwtThis certainly gives a more concise look than the following.http://localhost/posts/109237591284123This was the original motivation to write this module, but there shall be much
more broader potential use cases of this module. The main advantage ofbase62is that it is URL-safe (as opposed tobase64) due to the lack of
special characters such as ‘/’ or ‘=’. Another key aspect is that the
alphabetical orders of the original (unencoded) data is preserved when encoded.
In other words, encoded data can be sorted without being decoded at all.Installationbase62can be installed viapypi. Unfortunately, the package namebase62onpypihad already been occupied by someone else, so we had to
go bypybase62.pip install pybase62Alternatively, you may clone the code to manually install it.git clone https://github.com/suminb/base62
cd base62 && python setup.py installUsageThe following section describes a basic usage ofbase62.>>>importbase62>>>base62.encode(34441886726)'base62'>>>base62.decode('base62')34441886726From version0.2.0,base62supportsbytesarray encoding as well.>>>base62.encodebytes(b'\0')0>>>base62.encodebytes(b'\xff\xff')H31>>>base62.decodebytes('0')b''>>>base62.decodebytes('1')b'\x01'Some may be inclined to assume that they both takebytestypes as input
due to their namings. However,encodebytes()takesbytestypes
whereasdecodebytes()takesstrtypes as an input. They are intended
to be commutative, so that aroundtripbetween both functions yields the
original value.Formally speaking, we say functionfandgcommute iff∘g=g∘fwheref(g(x))=(f∘g)(x).Therefore, we may expect the following relationships:value == encodebytes(decodebytes(value))value == decodebytes(encodebytes(value))TestsYou may run some test cases to ensure all functionalities are operational.pytest -vIfpytestis not installed, you may want to run the following command:pip install -r tests/requirements.txtDeploymentDeploy a source package (topypi) as follows:python setup.py sdist upload
Package: pybaseanal
pybaseanalFunctionality of the pybaseanalImporting basic libraries at oncePerform basic data processingNull analysisGraph plotsData type conversionUsageTo read dataframeTo perform EDATo annalyse the nullpip install pybaseanalFor functionalitynull_Analysis(data_df, null_Cuttoff = 25, headcount = 5)plot_categorical_frequency(df, output_path='cat_graph.docx')convert_columns_to_preferred_types(df)generate_visualizations_and_report(df, output_path='output.docx')NotePlease drop your suggestions onpydev@phaf.inMore InformationVisitpybaseanal.phaf.in