List of strings to list of floats ?

[Madhusudan Singh]

Is it possible to convert a very long list of strings to a list of floats in
a single statement ?

I have tried float(x) and float(x[:]) but neither work. I guess I would have
to write a loop if there isn't a way.

 

[skip]

Madhusudan> Is it possible to convert a very long list of strings to a
Madhusudan> list of floats in a single statement ?

Madhusudan> I have tried float(x) and float(x[:]) but neither work. I
Madhusudan> guess I would have to write a loop if there isn't a way.

Try:

>>> los = ["123.0", "2", "1e-6"]
>>> map(float, los) [123.0, 2.0, 9.9999999999999995e-07]
>>> [float(s) for s in los]

[123.0, 2.0, 9.9999999999999995e-07]

Skip

 

[Madhusudan Singh]

Madhusudan> Is it possible to convert a very long list of strings to a
Madhusudan> list of floats in a single statement ?

Madhusudan> I have tried float(x) and float(x[:]) but neither work. I
Madhusudan> guess I would have to write a loop if there isn't a way.

Try:

los = ["123.0", "2", "1e-6"]
map(float, los) [123.0, 2.0, 9.9999999999999995e-07]
[float(s) for s in los]

[123.0, 2.0, 9.9999999999999995e-07]

Skip

Thanks. Now, a slightly more complicated question.

Say I have two lists of floats. And I wish to generate a list of floats that
is a user defined function of the two lists.

I tried :

def rpyth(x,y):
r=sqrt(pow(x,2.0)+pow(y,2.0))
return r

r1n=map(rpyth,x2n[1:len(x2n)-1],y2n[1:len(y2n)-1])

And I get an error complaining about floats.

 

[Steve Holden]

Madhusudan> Is it possible to convert a very long list of strings to a
Madhusudan> list of floats in a single statement ?

Madhusudan> I have tried float(x) and float(x[:]) but neither work. I
Madhusudan> guess I would have to write a loop if there isn't a way.

Try:

los = ["123.0", "2", "1e-6"]
map(float, los)

[123.0, 2.0, 9.9999999999999995e-07]

[float(s) for s in los]

[123.0, 2.0, 9.9999999999999995e-07]

Skip

Thanks. Now, a slightly more complicated question.

Say I have two lists of floats. And I wish to generate a list of floats that
is a user defined function of the two lists.

I tried :

def rpyth(x,y):
r=sqrt(pow(x,2.0)+pow(y,2.0))
return r

r1n=map(rpyth,x2n[1:len(x2n)-1],y2n[1:len(y2n)-1])

And I get an error complaining about floats.

.... but the error message is a secret so you don't want to tell us what
it was? It's more helpful if you actually copied and pasted the exact
error traceback you see, as this avoids any potential answerer having to
guess what went wrong.

A brief description of what you were trying to do is also helpful, since
it isn't obvious at first glance why you are omitting some of hte list
elements.

regards
Steve

 

[Madhusudan Singh]

Madhusudan> Is it possible to convert a very long list of strings to
a Madhusudan> list of floats in a single statement ?

Madhusudan> I have tried float(x) and float(x[:]) but neither work. I
Madhusudan> guess I would have to write a loop if there isn't a way.

Try:

los = ["123.0", "2", "1e-6"]
map(float, los)
[123.0, 2.0, 9.9999999999999995e-07]
[float(s) for s in los]
[123.0, 2.0, 9.9999999999999995e-07]

Skip

Thanks. Now, a slightly more complicated question.

Say I have two lists of floats. And I wish to generate a list of floats
that is a user defined function of the two lists.

I tried :

def rpyth(x,y):
r=sqrt(pow(x,2.0)+pow(y,2.0))
return r

r1n=map(rpyth,x2n[1:len(x2n)-1],y2n[1:len(y2n)-1])

And I get an error complaining about floats.

... but the error message is a secret so you don't want to tell us what
it was? It's more helpful if you actually copied and pasted the exact
error traceback you see, as this avoids any potential answerer having to
guess what went wrong.

A brief description of what you were trying to do is also helpful, since
it isn't obvious at first glance why you are omitting some of hte list
elements.

regards
Steve

I apologize for that.

The error message is :

Traceback (most recent call last):
File "takedata.py", line 163, in ?
r1n=map(rpyth,x2n[1:len(x2)-1],y2n[1:len(y2)-1])
File "takedata.py", line 15, in rpyth
r=sqrt(pow(x,2.0)+pow(y,2.0))
TypeError: a float is required

I understand why the error is occuring (pow is not overloaded to accept
lists of floats instead of floats ?). How do I fix this ?

 

[Erik Max Francis]

Thanks. Now, a slightly more complicated question.

Say I have two lists of floats. And I wish to generate a list of floats that
is a user defined function of the two lists.

result = [sqrt(x**2 + y**2) for x, y in zip(xs, ys)]

 

[Madhusudan Singh]

Thanks. Now, a slightly more complicated question.

Say I have two lists of floats. And I wish to generate a list of floats
that is a user defined function of the two lists.

result = [sqrt(x**2 + y**2) for x, y in zip(xs, ys)]

Works perfectly. Thanks !

 

[bearophileHUGS]

Erik Max Francis:

result = [sqrt(x**2 + y**2) for x, y in zip(xs, ys)]

Another possibility:

from math import hypot
result = [hypot(*xy) for xy in zip(xs, ys)]

Or better:
from math import hypot
result = map(hypot, xs, ys)

bearophile

 

[Alex Martelli]

Say I have two lists of floats. And I wish to generate a list of floats
that is a user defined function of the two lists.

result = [sqrt(x**2 + y**2) for x, y in zip(xs, ys)]

Works perfectly. Thanks !

If zip works and map doesn't, most likely your problem is that the two
lists have different lengths. In this case, zip truncates to the
shorter list, while map conceptually extends the shorter list with
copies of None -- causing an error when you try to do arithmetic between
a float towards the end of the longer list, and None...!


Alex