I"m trying to setup virtualenvwrapper on OSX, and all the instructions and tutorials I"ve found tell me to add a source command to .profile, pointing towards virtualenvwrapper.sh. I"ve checked all the python and site-packages directories, and I can"t find any virtualenvwrapper.sh. Is this something I need to download separately? Is pip not installing correctly?
This is the contents of /Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/virtualenvwrapper:
hook_loader.py hook_loader.pyc project.py project.pyc user_scripts.py user_scripts.pyc
As you can see, no virtualenvwrapper.sh. Where is it?
Where is virtualenvwrapper.sh after pip install? find: Questions
Finding the index of an item in a list
5 answers
Given a list ["foo", "bar", "baz"]
and an item in the list "bar"
, how do I get its index (1
) in Python?
Answer #1
>>> ["foo", "bar", "baz"].index("bar")
1
Reference: Data Structures > More on Lists
Caveats follow
Note that while this is perhaps the cleanest way to answer the question as asked, index
is a rather weak component of the list
API, and I can"t remember the last time I used it in anger. It"s been pointed out to me in the comments that because this answer is heavily referenced, it should be made more complete. Some caveats about list.index
follow. It is probably worth initially taking a look at the documentation for it:
list.index(x[, start[, end]])
Return zero-based index in the list of the first item whose value is equal to x. Raises a
ValueError
if there is no such item.The optional arguments start and end are interpreted as in the slice notation and are used to limit the search to a particular subsequence of the list. The returned index is computed relative to the beginning of the full sequence rather than the start argument.
Linear time-complexity in list length
An index
call checks every element of the list in order, until it finds a match. If your list is long, and you don"t know roughly where in the list it occurs, this search could become a bottleneck. In that case, you should consider a different data structure. Note that if you know roughly where to find the match, you can give index
a hint. For instance, in this snippet, l.index(999_999, 999_990, 1_000_000)
is roughly five orders of magnitude faster than straight l.index(999_999)
, because the former only has to search 10 entries, while the latter searches a million:
>>> import timeit
>>> timeit.timeit("l.index(999_999)", setup="l = list(range(0, 1_000_000))", number=1000)
9.356267921015387
>>> timeit.timeit("l.index(999_999, 999_990, 1_000_000)", setup="l = list(range(0, 1_000_000))", number=1000)
0.0004404920036904514
Only returns the index of the first match to its argument
A call to index
searches through the list in order until it finds a match, and stops there. If you expect to need indices of more matches, you should use a list comprehension, or generator expression.
>>> [1, 1].index(1)
0
>>> [i for i, e in enumerate([1, 2, 1]) if e == 1]
[0, 2]
>>> g = (i for i, e in enumerate([1, 2, 1]) if e == 1)
>>> next(g)
0
>>> next(g)
2
Most places where I once would have used index
, I now use a list comprehension or generator expression because they"re more generalizable. So if you"re considering reaching for index
, take a look at these excellent Python features.
Throws if element not present in list
A call to index
results in a ValueError
if the item"s not present.
>>> [1, 1].index(2)
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
ValueError: 2 is not in list
If the item might not be present in the list, you should either
- Check for it first with
item in my_list
(clean, readable approach), or - Wrap the
index
call in atry/except
block which catchesValueError
(probably faster, at least when the list to search is long, and the item is usually present.)
Answer #2
One thing that is really helpful in learning Python is to use the interactive help function:
>>> help(["foo", "bar", "baz"])
Help on list object:
class list(object)
...
|
| index(...)
| L.index(value, [start, [stop]]) -> integer -- return first index of value
|
which will often lead you to the method you are looking for.
Answer #3
The majority of answers explain how to find a single index, but their methods do not return multiple indexes if the item is in the list multiple times. Use enumerate()
:
for i, j in enumerate(["foo", "bar", "baz"]):
if j == "bar":
print(i)
The index()
function only returns the first occurrence, while enumerate()
returns all occurrences.
As a list comprehension:
[i for i, j in enumerate(["foo", "bar", "baz"]) if j == "bar"]
Here"s also another small solution with itertools.count()
(which is pretty much the same approach as enumerate):
from itertools import izip as zip, count # izip for maximum efficiency
[i for i, j in zip(count(), ["foo", "bar", "baz"]) if j == "bar"]
This is more efficient for larger lists than using enumerate()
:
$ python -m timeit -s "from itertools import izip as zip, count" "[i for i, j in zip(count(), ["foo", "bar", "baz"]*500) if j == "bar"]"
10000 loops, best of 3: 174 usec per loop
$ python -m timeit "[i for i, j in enumerate(["foo", "bar", "baz"]*500) if j == "bar"]"
10000 loops, best of 3: 196 usec per loop
Where is virtualenvwrapper.sh after pip install? sep: Questions
How to print number with commas as thousands separators?
5 answers
I am trying to print an integer in Python 2.6.1 with commas as thousands separators. For example, I want to show the number 1234567
as 1,234,567
. How would I go about doing this? I have seen many examples on Google, but I am looking for the simplest practical way.
It does not need to be locale-specific to decide between periods and commas. I would prefer something as simple as reasonably possible.
Answer #1
Locale unaware
"{:,}".format(value) # For Python ≥2.7
f"{value:,}" # For Python ≥3.6
Locale aware
import locale
locale.setlocale(locale.LC_ALL, "") # Use "" for auto, or force e.g. to "en_US.UTF-8"
"{:n}".format(value) # For Python ≥2.7
f"{value:n}" # For Python ≥3.6
Reference
Per Format Specification Mini-Language,
The
","
option signals the use of a comma for a thousands separator. For a locale aware separator, use the"n"
integer presentation type instead.
Answer #2
I got this to work:
>>> import locale
>>> locale.setlocale(locale.LC_ALL, "en_US")
"en_US"
>>> locale.format("%d", 1255000, grouping=True)
"1,255,000"
Sure, you don"t need internationalization support, but it"s clear, concise, and uses a built-in library.
P.S. That "%d" is the usual %-style formatter. You can have only one formatter, but it can be whatever you need in terms of field width and precision settings.
P.P.S. If you can"t get locale
to work, I"d suggest a modified version of Mark"s answer:
def intWithCommas(x):
if type(x) not in [type(0), type(0L)]:
raise TypeError("Parameter must be an integer.")
if x < 0:
return "-" + intWithCommas(-x)
result = ""
while x >= 1000:
x, r = divmod(x, 1000)
result = ",%03d%s" % (r, result)
return "%d%s" % (x, result)
Recursion is useful for the negative case, but one recursion per comma seems a bit excessive to me.
How would you make a comma-separated string from a list of strings?
5 answers
What would be your preferred way to concatenate strings from a sequence such that between every two consecutive pairs a comma is added. That is, how do you map, for instance, ["a", "b", "c"]
to "a,b,c"
? (The cases ["s"]
and []
should be mapped to "s"
and ""
, respectively.)
I usually end up using something like "".join(map(lambda x: x+",",l))[:-1]
, but also feeling somewhat unsatisfied.
Answer #1
my_list = ["a", "b", "c", "d"]
my_string = ",".join(my_list)
"a,b,c,d"
This won"t work if the list contains integers
And if the list contains non-string types (such as integers, floats, bools, None) then do:
my_string = ",".join(map(str, my_list))