Is float in string python?

Using float[]

def isfloat[num]:
    try:
        float[num]
        return True
    except ValueError:
        return False

print[isfloat['s12']]
print[isfloat['1.123']]

Output

False
True

Here, we have used try except in order to handle the ValueError if the string is not a float.

  • In the function isfloat[], float[] tries to convert num to float. If it is successful, then the function returns True.
  • Else, ValueError is raised and returns False.

For example, 's12' is alphanumeric, so it cannot be converted to float and False is returned; whereas, '1.123' is a numeric, so it is successfully converted to float.

If you cared about performance [and I'm not suggesting you should], the try-based approach is the clear winner [compared with your partition-based approach or the regexp approach], as long as you don't expect a lot of invalid strings, in which case it's potentially slower [presumably due to the cost of exception handling].

Again, I'm not suggesting you care about performance, just giving you the data in case you're doing this 10 billion times a second, or something. Also, the partition-based code doesn't handle at least one valid string.

$ ./floatstr.py
F..
partition sad: 3.1102449894
partition happy: 2.09208488464
..
re sad: 7.76906108856
re happy: 7.09421992302
..
try sad: 12.1525540352
try happy: 1.44165301323
.
======================================================================
FAIL: test_partition [__main__.ConvertTests]
----------------------------------------------------------------------
Traceback [most recent call last]:
  File "./floatstr.py", line 48, in test_partition
    self.failUnless[is_float_partition["20e2"]]
AssertionError

----------------------------------------------------------------------
Ran 8 tests in 33.670s

FAILED [failures=1]

Here's the code [Python 2.6, regexp taken from John Gietzen's answer]:

def is_float_try[str]:
    try:
        float[str]
        return True
    except ValueError:
        return False

import re
_float_regexp = re.compile[r"^[-+]?[?:\b[0-9]+[?:\.[0-9]*]?|\.[0-9]+\b][?:[eE][-+]?[0-9]+\b]?$"]
def is_float_re[str]:
    return re.match[_float_regexp, str]


def is_float_partition[element]:
    partition=element.partition['.']
    if [partition[0].isdigit[] and partition[1]=='.' and partition[2].isdigit[]] or [partition[0]=='' and partition[1]=='.' and pa\
rtition[2].isdigit[]] or [partition[0].isdigit[] and partition[1]=='.' and partition[2]=='']:
        return True

if __name__ == '__main__':
    import unittest
    import timeit

    class ConvertTests[unittest.TestCase]:
        def test_re[self]:
            self.failUnless[is_float_re["20e2"]]

        def test_try[self]:
            self.failUnless[is_float_try["20e2"]]

        def test_re_perf[self]:
            print
            print 're sad:', timeit.Timer['floatstr.is_float_re["12.2x"]', "import floatstr"].timeit[]
            print 're happy:', timeit.Timer['floatstr.is_float_re["12.2"]', "import floatstr"].timeit[]

        def test_try_perf[self]:
            print
            print 'try sad:', timeit.Timer['floatstr.is_float_try["12.2x"]', "import floatstr"].timeit[]
            print 'try happy:', timeit.Timer['floatstr.is_float_try["12.2"]', "import floatstr"].timeit[]

        def test_partition_perf[self]:
            print
            print 'partition sad:', timeit.Timer['floatstr.is_float_partition["12.2x"]', "import floatstr"].timeit[]
            print 'partition happy:', timeit.Timer['floatstr.is_float_partition["12.2"]', "import floatstr"].timeit[]

        def test_partition[self]:
            self.failUnless[is_float_partition["20e2"]]

        def test_partition2[self]:
            self.failUnless[is_float_partition[".2"]]

        def test_partition3[self]:
            self.failIf[is_float_partition["1234x.2"]]

    unittest.main[]

Multiline strings are strings that involve several lines and are surrounded by triple quotation marks. Float values are one of the most useful inbuilt numeric datasets of python. The float, often known as a floating-point value, is a value having decimal points.

Changing a string to an integral number is simple, but transforming a float-point number is complicated. This article will go through a few methods to determine whether a string is a float and avoid errors.

Use isdigit[] Function and replace[] Function

We can check whether the entered string is float or not by combining the isdigit[] and replace[] functions. The integer value is eliminated first, then the string is merged to create a numeral, and the result is evaluated. The disadvantage is that it would not examine exponential numbers that could also be used to create a float number.

import matplotlib.pyplot as plt

string = "23.0349"

print["The entered string : " + str[string]]

r = string.replace['.', '', 1].isdigit[]

print["Is string a float number ? : " + str[r]]

At the beginning of the code, we imported the first library ‘NumPy’ as np. This library deals with the different numeric functions, and the second library ‘matplotlib.pyplot’ as plt. This library is responsible for plotting different figures. After that, we initialized a variable named ‘string,’ but we gave it a value that has a float data type. We will be using the print[] statement to print the value of the specified string.

In the next step, we want to check whether this value belongs to the string data type or any other data type. For this purpose, we declare another variable termed ‘r’ and assign it a built-in function string.replace[]. This function provides a duplicate with all instances of a substring substituted by another substring. Then we call the isdigit[] function. This function is utilized to verify the data type of the variables.

Entirely the content would be stored in the variable ‘r.’ In the end, we employ the print[] statement to check whether the defined string is float or not. The value of variable ‘r’ is passed as a parameter of the str[] function.

Use of float[] Function and Exception Handling

To check if the entered string is float or not can also be accomplished with the float[] method, which transforms the string to a float number and fails, indicating it may not be a valid floating-point number.

import numpy as np

import matplotlib.pyplot as plt

string = "790.5983"

print["The entered string : " + str[string]]

try :

float[string]

result = True

except :

print["Not a float"]

result = False

print["Is string a float number ? : " + str[result]]

First of all, we include the libraries ‘NumPy’ as np and ‘matplotlib.pyplot’ as plt. These header files are used to manage some numeric values and manage graphs. Then we will declare a string and assign a variable named ‘string’ to save its value. We have initialized a numeric value to this string because we want to check the data type of that variable.

In the next line, we apply the print[] statement to just display the line ‘The entered string’ with its value. Further, we will be using the try-except statement to check whether the required string is float or not. So we have applied the float[] function. We pass the value of the ‘string’ variable as the parameters of the float[] method. Create a variable for storing the result.

If the defined string is a float number, it returns ‘True,’ and if the defined string is not a float value, it returns ‘False.’ Here, we have used the str[] function, and this function contains the value of the ‘result’ variable as its arguments.

When we check that the value of the variable ‘string’ is float while running the code, the code returns ‘true’ in the output.

Enter Invalid String

The ValueError occurs whenever the float[] method transforms an inaccurate string, as shown in the program below. By validating that the defined string being converted appears like a float number, the ValueError would be avoided. Some non-special symbols, such as spaces, and commas, can cause the ValueError.

So, while interacting with files, it’s necessary to check that string contents are correct and can be transformed to float numbers. If the number of data points is excessive, verifying each one is ineffective. We might construct a function that determines if a defined string is a proper float that could be transformed to a floating-point value. Rather than returning an error, the code would throw an exception because the string is invalid.

import numpy as np

import matplotlib.pyplot as plt

city = "turkey"

result = float[city]

print[result]

The first step is to introduce the libraries Numpy and matplotlib.pyplot. These libraries have been integrated to save space; we import some of the functions that do not complete the library. After that, we initialized a variable termed ‘city’ having string the data type. We also assigned the value ‘turkey’ to that variable. Then we try to convert a string value into a float. So we have utilized the float[] function. The string variable is given as the argument of the float[] function. We employ the print[] function to display the result after converting the defined string to float.

As it is impossible to convert a string value into a float, after executing the above-mentioned code, we get ‘ValueError’ as shown in the output.

Conclusion

In this article, we have talked about different approaches used to check whether the required string is a proper float or not. A string is a sequence of different characters or something that doesn’t have any numeric value. In comparison, a float is simply a positive integer having a decimal point. We have discussed these methodologies with the help of examples and the particular codes executed successfully.

About the author

Hello, I am a freelance writer and usually write for Linux and other technology related content

How do I check if a string contains a float in Python?

Python Program to Check If a String Is a Number [Float].
In the function isfloat[] , float[] tries to convert num to float. If it is successful, then the function returns True ..
Else, ValueError is raised and returns False ..

Is float a string?

A STRING is literally a "string" of characters. A letter, a sentence, anything that is not a "value" .. A FLOAT is just a number with a decimal. As an INT is a whole number [no decimal] - a FLOAT is basically like an INT but with a decimal.

Is string to float possible in Python?

We can convert a string to float in Python using the float[] function. This is a built-in function used to convert an object to a floating point number.

Is string int or float Python?

Every value in a program has a specific type. Integer [ int ]: represents positive or negative whole numbers like 3 or -512. Floating point number [ float ]: represents real numbers like 3.14159 or -2.5. Character string [usually called “string”, str ]: text.

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