dimipy 0.0.1

library for dimensional analysis and unit conversion

Dimipy

Python3 library for dimensional analysis and unit conversion.

pros: easy to define custom units and constants, easy unit check and conversion (just use +).
cons: units are not named; only linear units are handled; currently not compatible with numpy, pandas, etc

Content and Paradigm

3 levels datastructure: Dimension - Unit - Quantity

• Dimension: relates to a physical dimension (immutable)
• Unit: describes a physical unit with it's scale (immutable)
• Quantity: describes a certain amount of a given unit

Basic rules for Unit, Quantity and other types operations:

1. an ordinary object is considered as a Quantity object whose Unit is Unit.SCALAR (no dimension, scale 1),
2. if the result of an operation is a Quantity whose Unit has no dimension and scale 1 (i.e. equal to Unit.SCALAR), the result is substituted with the quantity itself
3. the result of (A * B) has the type of A (so n*Unit is a Quantity but Unit*n is a new Unit),
4. the result of (A + B) is a Quantity (unless A and B are both Units) and has the unit of B (Quantity + Unit gives the same quantity but converted in the given unit). If either A or B is a Dimension, perform the dimension check without unit conversion, and return the other value.

Examples

Predefined units and constants

The SI base units are based on 7 dimensions of measurement:

• 'T' for time
• 'L' for length
• 'M' for mass
• 'I' for electric current intensity
• 'Θ' for thermodynamic temperature
• 'N' for amount of substance
• 'J' for luminous intensity

Those dimensions are used in the module dimipy.units.si. You can still define your own arbitrary dimensions on top of that, like '$' or 'people'.

from dimipy.units import * # see source file for exhaustive list of standard units
from dimipy.constants import c,G

u_age       =      13.799e9*y_                 # y_ is defined as (s_*31556925)
u_radius    =m_+   c * u_age                   # checks that result is a length, unit will still be (m_*y_/s_) = (m_*31556925)
u_crit_mass =kg_+  0.5 * c**2 / G * u_radius   # checks that result is a mass
u_mass      =      1e53*kg_                    # https://en.wikipedia.org/wiki/Universe

print( u_crit_mass       ) # unit is kg_*31556925 = Unit[31556925 * M]
print( u_crit_mass  +kg_ ) # print it in standard units

print( u_mass / u_crit_mass     ) # unit is s_/year_ = Unit[3.1688765e-08 * 1]
print( u_mass / u_crit_mass  +0 ) # print it as a Unit.SCALAR

Create your own dimensions, units and quantities

# dimensions
length = Dimension(L=1)
speed  = Dimension(L=1, T=-1)
acceleration = Dimension( {'L':1, 'T':-2} )

# units
m_    = Unit(scale=1, dim=length)       # a unit is composed of a dimension and a scale
km_   = Unit(scale=1000, dim=length)    # scale is relative to the SI-unit
kn_   = Unit(0.514444,speed)            # the knot definition
kg_   = Unit(1,M=1)     # the dimension parameters can be passed as kwargs
s_    = Unit(T=1)       # a unit with scale 1 (default)
min_  = Unit(60,T=1)    # a unit with scale 60
h_    = s_ * 3600       # a unit with scale 3600 (s_ MUST be on left)
d_    = h_ * 24         # a unit with scale 3600 * 24 = 86400
km_h_ = km_ / h_        # equivalent to Unit(1000/3600, speed)
N_    = Unit(M=1,L=1,T=-2)
J_    = Unit(M=1,L=2,T=-2) +N_*m_ # checks the compatibility of units (homogeneity)
W_    = Unit(M=1,L=2,T=-3) +J_/s_ # actually, W_ takes the value of (J_/s_), the last term

# quantities
g = Quantity(amount=9.81, unit=m_*s_**-2)  # a quantity is composed of a unit and an amount
c = 299792458 * (m_/s_)             # ((m_/s_) MUST be on right)
sun_earth = (8*min_ + 20*s_) / c    # operation between quantities (result is a distance)
au_ = Unit(sun_earth)               # create a unit from a quantity

time = 9*h_ + 80.1*min_ # first convert 9*h_ in min_, then add
time.convert(d_)        # convert time in place in minutes
time.convert()          # convert time in place in SI, i.e. in s_
time2 = time +d_        # Quantity + Unit -> convert the quantity (time2 in d_)
time3 = d_+ time        # Unit + Quantity -> only checks the compatibility (time3 still in s_)
time3 += d_             # same as time3.convert(d_)
b1 = (time2 == time3)   # True
b2 = ( 12*d_ < 1e6*s_ ) # False
print( c +km_h_ )       # print the speed of light in kilometers per hour
print(( c )/(km_h_)+0., "km/h") # print the converted amount; adding zero converts to Unit.SCALAR
print( f"{time //h_ :n}:{time%h_ //min_ :02n}:{time%min_ //s_ :02n}" ) # prints '10:20:06'

Formats

Several formatters are available (see dimipy.formatters for available formatters).

from dimipy.units import *
from dimipy.formatters import *
quantity = 1.21*GW_
print(Formatter().format(quantity))
print(PrettyFormatter().format(quantity))
print(LegacyFormatter().format(quantity))
print(CodeFormatter().format(quantity))
print(CodeFormatter(explicit_type=True).format(quantity))
print(LatexFormatter(dim_spacing=r"\cdot").format(quantity))

This prints:

1.21(10^9 M L^2 T^-3)
1.21(10⁹ML²T⁻³)
Quantity[1.21 * (10⁹ * M L² T⁻³)]
1.21 * Unit(Fraction(1000000000, 1), M=1, L=2, T=-3)
Quantity(1.21, Unit(Fraction(1000000000, 1), M=1, L=2, T=-3))
$1.21{\color{cyan}\left({10}^{9}\cdot\mathsf{M}\cdot\mathsf{L}^{2}\cdot\mathsf{T}^{-3}\right)}$

One can easily reconfigure default formatters.

import dimipy
dimipy.params.update(
	str_formatter=dimipy.formatters.PrettyFormatter(),                  # for str()
	repr_formatter=dimipy.formatters.PrettyFormatter(),                 # for repr()
	display_formatter=dimipy.formatters.LatexFormatter(),               # for IPython
)

What next?

• include more standard units and constants (ongoing process)

• named units and composed units

• non linear units (like celsius compared to Kelvin, or decibels) - If I have time and motivation For temperatures, one can currently use:

  from dimipy.units.si import K_, zero_celsius
  from dimipy.units.imperial import Ra_, zero_farenheit
  T_absolute = 300.*K_
  
  T_celsius = 27.*K_  # use Kelvin instead of Celsius
  T_celsius = T_absolute -zero_celsius
  T_absolute = T_celsius +zero_celsius
  
  T_farenheit = 80.*Ra_  # use Rankine instead of Farenheit
  T_farenheit = T_absolute -zero_farenheit
  T_farenheit = T_celsius +zero_celsius-zero_farenheit
  T_absolute = T_farenheit +zero_farenheit+K_  # if Kelvin desired
  

Contact

Jean-Raphaël Gaglione < jr dot gaglione at yahoo dot fr >

If you are interested in this project, do not hesitate to contact me!