You create a slice by calling slice with the same fields you would use if doing [start:end:step] notation:
Use with AIsl = slice(0,4)
To use the slice, just pass it as if it were the index into a list or string:
Use with AI>>> s = "ABCDEFGHIJKL"
>>> sl = slice(0,4)
>>> print(s[sl])
'ABCD'
Let's say you have a file of fixed-length text fields. You could define a list of slices to easily extract the values from each "record" in this file.
Use with AIdata = """\
0010GEORGE JETSON 12345 SPACESHIP ST HOUSTON TX
0020WILE E COYOTE 312 ACME BLVD TUCSON AZ
0030FRED FLINTSTONE 246 GRANITE LANE BEDROCK CA
0040JONNY QUEST 31416 SCIENCE AVE PALO ALTO CA""".splitlines()
fieldslices = [slice(*fielddef) for fielddef in [
(0,4), (4, 21), (21,42), (42,56), (56,58),
]]
fields = "id name address city state".split()
for rec in data:
for field,sl in zip(fields, fieldslices):
print("{} : {}".format(field, rec[sl]))
print('')
# or this same code using itemgetter, to make a function that
# extracts all slices from a string into a tuple of values
import operator
rec_reader = operator.itemgetter(*fieldslices)
for rec in data:
for field, field_value in zip(fields, rec_reader(rec)):
print("{} : {}".format(field, field_value))
print('')
Prints:
Use with AIid : 0010
name : GEORGE JETSON
address : 12345 SPACESHIP ST
city : HOUSTON
state : TX
id : 0020
name : WILE E COYOTE
address : 312 ACME BLVD
city : TUCSON
state : AZ
id : 0030
name : FRED FLINTSTONE
address : 246 GRANITE LANE
city : BEDROCK
state : CA
id : 0040
name : JONNY QUEST
address : 31416 SCIENCE AVE
city : PALO ALTO
state : CA
Answer from PaulMcG on Stack OverflowYou create a slice by calling slice with the same fields you would use if doing [start:end:step] notation:
Use with AIsl = slice(0,4)
To use the slice, just pass it as if it were the index into a list or string:
Use with AI>>> s = "ABCDEFGHIJKL"
>>> sl = slice(0,4)
>>> print(s[sl])
'ABCD'
Let's say you have a file of fixed-length text fields. You could define a list of slices to easily extract the values from each "record" in this file.
Use with AIdata = """\
0010GEORGE JETSON 12345 SPACESHIP ST HOUSTON TX
0020WILE E COYOTE 312 ACME BLVD TUCSON AZ
0030FRED FLINTSTONE 246 GRANITE LANE BEDROCK CA
0040JONNY QUEST 31416 SCIENCE AVE PALO ALTO CA""".splitlines()
fieldslices = [slice(*fielddef) for fielddef in [
(0,4), (4, 21), (21,42), (42,56), (56,58),
]]
fields = "id name address city state".split()
for rec in data:
for field,sl in zip(fields, fieldslices):
print("{} : {}".format(field, rec[sl]))
print('')
# or this same code using itemgetter, to make a function that
# extracts all slices from a string into a tuple of values
import operator
rec_reader = operator.itemgetter(*fieldslices)
for rec in data:
for field, field_value in zip(fields, rec_reader(rec)):
print("{} : {}".format(field, field_value))
print('')
Prints:
Use with AIid : 0010
name : GEORGE JETSON
address : 12345 SPACESHIP ST
city : HOUSTON
state : TX
id : 0020
name : WILE E COYOTE
address : 312 ACME BLVD
city : TUCSON
state : AZ
id : 0030
name : FRED FLINTSTONE
address : 246 GRANITE LANE
city : BEDROCK
state : CA
id : 0040
name : JONNY QUEST
address : 31416 SCIENCE AVE
city : PALO ALTO
state : CA
Square brackets following a sequence denote either indexing or slicing depending on what's inside the brackets:
Use with AI>>> "Python rocks"[1] # index
'y'
>>> "Python rocks"[1:10:2] # slice
'yhnrc'
Both of these cases are handled by the __getitem__() method of the sequence (or __setitem__() if on the left of an equals sign.) The index or slice is passed to the methods as a single argument, and the way Python does this is by converting the slice notation, (1:10:2, in this case) to a slice object: slice(1,10,2).
So if you are defining your own sequence-like class or overriding the __getitem__ or __setitem__ or __delitem__ methods of another class, you need to test the index argument to determine if it is an int or a slice, and process accordingly:
Use with AIdef __getitem__(self, index):
if isinstance(index, int):
... # process index as an integer
elif isinstance(index, slice):
start, stop, step = index.indices(len(self)) # index is a slice
... # process slice
else:
raise TypeError("index must be int or slice")
A slice object has three attributes: start, stop and step, and one method: indices, which takes a single argument, the length of the object, and returns a 3-tuple: (start, stop, step).
The syntax is:
Use with AIa[start:stop] # items start through stop-1
a[start:] # items start through the rest of the array
a[:stop] # items from the beginning through stop-1
a[:] # a copy of the whole array
There is also the step value, which can be used with any of the above:
Use with AIa[start:stop:step] # start through not past stop, by step
The key point to remember is that the :stop value represents the first value that is not in the selected slice. So, the difference between stop and start is the number of elements selected (if step is 1, the default).
The other feature is that start or stop may be a negative number, which means it counts from the end of the array instead of the beginning. So:
Use with AIa[-1] # last item in the array
a[-2:] # last two items in the array
a[:-2] # everything except the last two items
Similarly, step may be a negative number:
Use with AIa[::-1] # all items in the array, reversed
a[1::-1] # the first two items, reversed
a[:-3:-1] # the last two items, reversed
a[-3::-1] # everything except the last two items, reversed
Python is kind to the programmer if there are fewer items than you ask for. For example, if you ask for a[:-2] and a only contains one element, you get an empty list instead of an error. Sometimes you would prefer the error, so you have to be aware that this may happen.
Relationship with the slice object
A slice object can represent a slicing operation, i.e.:
Use with AIa[start:stop:step]
is equivalent to:
Use with AIa[slice(start, stop, step)]
Slice objects also behave slightly differently depending on the number of arguments, similar to range(), i.e. both slice(stop) and slice(start, stop[, step]) are supported.
To skip specifying a given argument, one might use None, so that e.g. a[start:] is equivalent to a[slice(start, None)] or a[::-1] is equivalent to a[slice(None, None, -1)].
While the :-based notation is very helpful for simple slicing, the explicit use of slice() objects simplifies the programmatic generation of slicing.
The Python tutorial talks about it (scroll down a bit until you get to the part about slicing).
The ASCII art diagram is helpful too for remembering how slices work:
Use with AI +---+---+---+---+---+---+
| P | y | t | h | o | n |
+---+---+---+---+---+---+
0 1 2 3 4 5
-6 -5 -4 -3 -2 -1
One way to remember how slices work is to think of the indices as pointing between characters, with the left edge of the first character numbered 0. Then the right edge of the last character of a string of n characters has index n.