CODEWITHSUNDEEP
pythonstringpython-2.7floating-pointrepr
user2628641
user2628641

Reputation: 2164

How does Python determine whether to represent a number using scientific notation or not?

Here are some numbers entered in the Python console, and the resulting representations:

>>> 1
1
>>> 1.234
1.234
>>> 1.234e5
123400.0
>>> 1.234e15
1234000000000000.0
>>> 1.234e25
1.234e+25

... and here's what happens when the same numbers are printed:

>>> print 1
1
>>> print 1.234
1.234
>>> print 1.234e5
123400.0
>>> print 1.234e15
1.234e+15  # different!
>>> print 1.234e25
1.234e+25

How does Python decide which representation to use? Why is it different with and without print for some numbers?

Upvotes: 2

Views: 2092

Answers (2)

schesis
schesis

Reputation: 59238

Only floating point numbers are represented using scientific notation in Python; integers are always represented as-is.

How a floating point number is represented in Python 2.7 depends on whether it's represented using repr() (for instance, directly in the console or as a member of a collection) or str() (e.g. with the print statement).

With repr(), floating point numbers are represented using scientific notation if they are either less than 0.0001 (1e-4) or at least 1e16:

>>> 1e-4
0.0001
>>> 0.00009999
9.999e-05
>>> 1e16-2
9999999999999998.0
>>> 10000000000000000.0
1e+16

With str(), the upper limit is approximately 1e11:

>>> print 1e11-1
99999999999.0
>>> print 100000000000.0
1e+11

Note: in Python 3, str() now represents floating point numbers in the same way as repr().

Upvotes: 5

Goodies
Goodies

Reputation: 4681

Numeric values are just stored as values. The __repr__ output may change based on the implementation and type of number. You need to format the string representation of a number.

Example:

>>> type(1e3) is type(1000.0) # float
True
>>> type(1e3) is type(1000)  # int
False

When you format a string, you can use %g/{:g} to have it automatically determine the most readable format. Use %e/{:e} for explicit scientific notation.

>>> x = 1234567
>>> "{:.2e}".format(x)
1.23e+06

Upvotes: 2

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