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Data Theft Repackaged: A Case Study in Malicious Wrapper Packages on npm
The Socket Research Team breaks down a malicious wrapper package that uses obfuscation to harvest credentials and exfiltrate sensitive data.
.. start-badges
| |docs| |gh_actions| |codecov| | |pypi| |supported-versions| |supported-implementations|
.. |docs| image:: https://img.shields.io/readthedocs/prefixed.svg?style=plastic&logo=read-the-docs :target: https://prefixed.readthedocs.org :alt: Documentation Status
.. |gh_actions| image:: https://img.shields.io/github/actions/workflow/status/Rockhopper-Technologies/prefixed/tests.yml?event=push&logo=github-actions&style=plastic :target: https://github.com/Rockhopper-Technologies/prefixed/actions/workflows/tests.yml :alt: GitHub Actions Status
.. |travis| image:: https://img.shields.io/travis/com/Rockhopper-Technologies/prefixed.svg?style=plastic&logo=travis :target: https://travis-ci.com/Rockhopper-Technologies/prefixed :alt: Travis-CI Build Status
.. |codecov| image:: https://img.shields.io/codecov/c/github/Rockhopper-Technologies/prefixed.svg?style=plastic&logo=codecov :target: https://codecov.io/gh/Rockhopper-Technologies/prefixed :alt: Coverage Status
.. |pypi| image:: https://img.shields.io/pypi/v/prefixed.svg?style=plastic&logo=pypi :alt: PyPI Package latest release :target: https://pypi.python.org/pypi/prefixed
.. |supported-versions| image:: https://img.shields.io/pypi/pyversions/prefixed.svg?style=plastic&logo=pypi :alt: Supported versions :target: https://pypi.python.org/pypi/prefixed
.. |supported-implementations| image:: https://img.shields.io/pypi/implementation/prefixed.svg?style=plastic&logo=pypi :alt: Supported implementations :target: https://pypi.python.org/pypi/prefixed
.. end-badges
Prefixed provides an alternative implementation of the built-in float_ which supports
formatted output with SI (decimal)
_ and IEC (binary)
_ prefixes.
.. code-block:: python
from prefixed import Float
f'{Float(3250):.2h}' '3.25k'
'{:.2h}s'.format(Float(.00001534)) '15.34μs'
'{:.2k}B'.format(Float(42467328)) '40.50MiB'
f'{Float(2048):.2m}B' '2.00KB'
Because prefixed.Float
_ inherits from the built-in float_, it behaves
exactly the same in most cases.
When a math operation is performed with another real number type
(float_, int_), the result will be a prefixed.Float
_ instance.
Presentation Types ^^^^^^^^^^^^^^^^^^
Additional presentation types 'h'
, 'H'
, 'k'
, 'K'
,
'm'
, and 'M'
are supported for f-strings and format()
_.
+---------+-------------------------------------------------------------------+
| Type | Meaning |
+=========+===================================================================+
| 'h'
| SI format. Outputs the number with closest divisible SI prefix. |
| | (k, M, G, ...) |
+---------+-------------------------------------------------------------------+
| 'H'
| Same as 'h'
with precision indicating significant digits. |
+---------+-------------------------------------------------------------------+
| 'k'
| IEC Format. Outputs the number with closest divisible IEC prefix. |
| | (Ki, Mi, Gi, ...) |
+---------+-------------------------------------------------------------------+
| 'K'
| Same as 'k'
with precision indicating significant digits. |
+---------+-------------------------------------------------------------------+
| 'm'
| Short IEC Format. Same as 'k'
but only a single character. |
| | (K, M, G, ...) |
+---------+-------------------------------------------------------------------+
| 'M'
| Same as 'm'
with precision indicating significant digits. |
+---------+-------------------------------------------------------------------+
| | |
+---------+-------------------------------------------------------------------+
| 'j'
| Alias for 'k'
- DEPRECATED |
+---------+-------------------------------------------------------------------+
| 'J'
| Alias for 'm'
- DEPRECATED |
+---------+-------------------------------------------------------------------+
String Initialization ^^^^^^^^^^^^^^^^^^^^^
When initializing from strings, SI and IEC prefixes are honored
.. code-block:: python
>>> Float('2k')
Float(2000.0)
>>> Float('2Ki')
Float(2048.0)
Additional Flags ^^^^^^^^^^^^^^^^
An additional format flag '!' is available which adds a space before the prefix
.. code-block:: python
f'{Float(3250):!.2h}' '3.25 k'
Significant Digits ^^^^^^^^^^^^^^^^^^
When the 'H'
, 'K
, or 'M'
presentation types are used, precision is treated as
the number of significant digits
_ to include. Standard rounding will occur for the final digit.
.. code-block:: python
f'{Float(1246):.3h}' '1.246k'
f'{Float(1246):.3H}' '1.25k'
By default, trailing zeros are removed.
.. code-block:: python
f'{Float(1000):.3H}' '1k'
To preserve trailing zeros, include the '#'
flag.
.. code-block:: python
f'{Float(1000):#.3H}' '1.00k'
Adjustable Thresholds ^^^^^^^^^^^^^^^^^^^^^
An additional field, margin, can be specified which lowers or raises the threshold for
for each prefix by the given percentage.
Margin is specified before precision with the syntax %[-]digit+
.
.. code-block:: python
>>> f'{Float(950):.2h}'
'950.00'
>>> f'{Float(950):%-5.2h}'
'0.95k'
>>> f'{Float(1000):%5.2h}'
'1000.00'
>>> f'{Float(1050):%5.2h}'
'1.05k'
.. _SI (decimal): https://en.wikipedia.org/wiki/Metric_prefix .. _IEC (binary): https://en.wikipedia.org/wiki/Binary_prefix .. _signifigant digits: https://en.wikipedia.org/wiki/Significant_figures
SI (Decimal) Prefixes ^^^^^^^^^^^^^^^^^^^^^
+--------+--------+----------+ | Prefix | Name | Base | +========+========+==========+ | Q | Quetta | |10^30| | +--------+--------+----------+ | R | Ronna | |10^27| | +--------+--------+----------+ | Y | Yotta | |10^24| | +--------+--------+----------+ | Z | Zetta | |10^21| | +--------+--------+----------+ | E | Exa | |10^18| | +--------+--------+----------+ | P | Peta | |10^15| | +--------+--------+----------+ | T | Tera | |10^12| | +--------+--------+----------+ | G | Giga | |10^9| | +--------+--------+----------+ | M | Mega | |10^6| | +--------+--------+----------+ | k | Kilo | |10^3| | +--------+--------+----------+ | m | Milli | |10^-3| | +--------+--------+----------+ | μ | Micro | |10^-6| | +--------+--------+----------+ | n | Nano | |10^-9| | +--------+--------+----------+ | p | Pico | |10^-12| | +--------+--------+----------+ | f | Femto | |10^-15| | +--------+--------+----------+ | a | Atto | |10^-18| | +--------+--------+----------+ | z | Zepto | |10^-21| | +--------+--------+----------+ | y | Yocto | |10^-24| | +--------+--------+----------+ | r | Ronto | |10^-27| | +--------+--------+----------+ | q | Quecto | |10^-30| | +--------+--------+----------+
.. note::
Prefixed uses the lowercase Greek letter mu ('μ'), U+03BC, to represent the Micro
prefix, but will accept input using the Micro sign ('µ'), U+00B5. This complies
with the preference defined in Unicode Technical Report #25
_ section 2.5.
IEC (Binary) Prefixes ^^^^^^^^^^^^^^^^^^^^^
+--------+------+--------+ | Prefix | Name | Base | +========+======+========+ | Y | Yobi | |2^80| | +--------+------+--------+ | Z | Zebi | |2^70| | +--------+------+--------+ | E | Exbi | |2^60| | +--------+------+--------+ | P | Pedi | |2^50| | +--------+------+--------+ | T | Tebi | |2^40| | +--------+------+--------+ | G | Gibi | |2^30| | +--------+------+--------+ | M | Mebi | |2^20| | +--------+------+--------+ | K | Kibi | |2^10| | +--------+------+--------+
.. _Unicode Technical Report #25: https://www.unicode.org/reports/tr25 .. _SI (decimal): https://en.wikipedia.org/wiki/Metric_prefix .. _IEC (binary): https://en.wikipedia.org/wiki/Binary_prefix .. _float: https://docs.python.org/3/library/functions.html#float .. _int: https://docs.python.org/3/library/functions.html#int .. _prefixed.Float: https://prefixed.readthedocs.io/en/stable/api.html#prefixed.Float .. _format(): https://docs.python.org/3/library/functions.html#format
.. |10^30| replace:: 10\ :sup:30
.. |10^27| replace:: 10\ :sup:27
.. |10^24| replace:: 10\ :sup:24
.. |10^21| replace:: 10\ :sup:21
.. |10^18| replace:: 10\ :sup:18
.. |10^15| replace:: 10\ :sup:15
.. |10^12| replace:: 10\ :sup:12
.. |10^9| replace:: 10\ :sup:9
.. |10^6| replace:: 10\ :sup:6
.. |10^3| replace:: 10\ :sup:3
.. |10^-3| replace:: 10\ :sup:-3
.. |10^-6| replace:: 10\ :sup:-6
.. |10^-9| replace:: 10\ :sup:-9
.. |10^-12| replace:: 10\ :sup:-12
.. |10^-15| replace:: 10\ :sup:-15
.. |10^-18| replace:: 10\ :sup:-18
.. |10^-21| replace:: 10\ :sup:-21
.. |10^-24| replace:: 10\ :sup:-24
.. |10^-27| replace:: 10\ :sup:-27
.. |10^-30| replace:: 10\ :sup:-30
\
.. |2^80| replace:: 2\ :sup:80
.. |2^70| replace:: 2\ :sup:70
.. |2^60| replace:: 2\ :sup:60
.. |2^50| replace:: 2\ :sup:50
.. |2^40| replace:: 2\ :sup:40
.. |2^30| replace:: 2\ :sup:30
.. |2^20| replace:: 2\ :sup:20
.. |2^10| replace:: 2\ :sup:10
\
FAQs
Prefixed alternative numeric library
We found that prefixed demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 1 open source maintainer collaborating on the project.
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