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Convert the units of particle physics quantities.

Project description

NatPy

Convert the units of particle physics quantities


Packages needed:

  • astropy
  • numpy

Guided Tutorial

https://github.com/AndreScaffidi/Natpy_pyhep_2021

Basic Usage

Code levarages astropy.units.core.Unit and astropy.units.quantity.Quantity objects.

  1. Run import natpy.

  2. Access physical constants with symbol within const:

    >>> import natpy as nat
    
    >>> nat.const.c
    <class 'astropy.constants.codata2018.CODATA2018'> name='Speed of light in vacuum' value=299792458.0 uncertainty=0.0 unit='m / s' reference='CODATA 2018'>
    
    
    >>> nat.const.hbar
    <class 'astropy.constants.codata2018.CODATA2018'> name='Reduced Planck constant' value=1.0545718176461565e-34 uncertainty=0.0 unit='J s' reference='CODATA 2018'>
    
    
  3. Access units with symbol. Combine with values or numpy objects to form quantities:

    >>> nat.m
    Unit("m")
    
    >>> nat.m / nat.s
    Unit("m / s")
    
    >>> 500 * nat.MeV
    <Quantity 500. MeV>
    
  4. Specify base of natural units with natpy.set_active_units(). Pass a string corresponding to a list of default natural units, or a list of physical constants to set your own. The list of default bases may be found in natpy/default_values.py. The default sets c = ℏ = ε₀ = 1.

  5. Run natpy.convert() to convert between units, including necessary factors of natural units. Pass just unit objects to obtain conversion factors. Pass quantity objects to perform conversions. E.g.

    >>> import natpy as nat
    
    # kg to keV
    >>> nat.convert(nat.kg, nat.keV)
    5.6173581670146864e+32
    
    # Electron mass
    >>> me = nat.convert(9.11e-31 * nat.kg, nat.keV)
    >>> me
    <Quantity 511.74132902 keV>
    
    # Energy of electron with momentum of 1 MeV
    >>> p = 1 * nat.MeV
    >>> E = np.sqrt(p**2 + me**2)
    
    # Convert to SI units
    >>> nat.convert(E, nat.J)
    <Quantity 1.79926309e-13 J>
    

    Note: Summing quantities of compatible units results in a quantity with the first terms units.

  6. natpy.convert() may also be accessed as a method for unit or quantity objects.

    >>> import natpy as nat
    
    >>> nat.GeV.convert( nat.fm**(-1) )
    5.067730716156395
    
    >>> (1 * nat.GeV).convert( nat.fm**(-1) )
    <Quantity 5.06773072 1 / fm>
    
  7. Electromagnetic constants are defined in the SI system by default:

    >>> nat.const.e
    <<class 'astropy.constants.codata2018.EMCODATA2018'> name='Electron charge' value=1.602176634e-19 uncertainty=0.0 unit='C' reference='CODATA 2018'>
    

    Values may be accessed in other systems as attributes of the nat.const.cgs submodule:

    >>> nat.const.cgs.e.gauss
    <<class 'astropy.constants.codata2018.EMCODATA2018'> name='Electron charge' value=4.803204712570263e-10 uncertainty=0.0 unit='Fr' reference='CODATA 2018'>
    

    The default system may be changed using natpy.set_active_em_system(), with arguments si, gauss, esu or emu:

    >>> nat.set_active_em_system('gauss')
    >>> nat.const.e
    <<class 'astropy.constants.codata2018.EMCODATA2018'> name='Electron charge' value=4.803204712570263e-10 uncertainty=0.0 unit='Fr' reference='CODATA 2018'>
    
  8. Dimensionless unscales quantities may be constructed using natpy.dimensionless_unscaled, which is also bound to natpy.dimensionless, natpy.unitless and natpy.one, for added usability.

  9. See examples/conversion.py for more examples.

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