neulab/conala · Datasets at Hugging Face

question_id int64 1.48k 42.8M	intent stringlengths 11 122	rewritten_intent stringlengths 4 183 ⌀	snippet stringlengths 2 232
21,558,999	Pandas: How can I remove duplicate rows from DataFrame and calculate their frequency?	remove duplicate rows from dataframe `df1` and calculate their frequency	df1.groupby(['key', 'year']).size().reset_index()
674,509	How do I iterate over a Python dictionary, ordered by values?	sort dictionary `dictionary` in ascending order by its values	sorted(list(dictionary.items()), key=operator.itemgetter(1))
674,509	How do I iterate over a Python dictionary, ordered by values?	Iterate over dictionary `d` in ascending order of values	sorted(iter(d.items()), key=lambda x: x[1])
674,509	How do I iterate over a Python dictionary, ordered by values?	iterate over a python dictionary, ordered by values	sorted(list(dictionary.items()), key=lambda x: x[1])
42,098,487	How to split 1D array into 2D array in NumPy by splitting the array at the last element?	split 1d array `a` into 2d array at the last element	np.split(a, [-1])
30,406,725	Python pandas - grouping by and summarizing on a field	convert dataframe `df` into a pivot table using column 'order' as index and values of column 'sample' as columns	df.pivot(index='order', columns='sample')
8,916,302	selecting across multiple columns with python pandas?	select all rows from pandas DataFrame 'df' where the value in column 'A' is greater than 1 or less than -1 in column 'B'.	df[(df['A'] > 1) \| (df['B'] < -1)]
8,372,399	Zip with list output instead of tuple	Get the zip output as list from the lists `[1, 2, 3]`, `[4, 5, 6]`, `[7, 8, 9]`	[list(a) for a in zip([1, 2, 3], [4, 5, 6], [7, 8, 9])]
17,071,871	Select rows from a DataFrame based on values in a column in pandas	select rows of dataframe `df` whose value for column `A` is `foo`	print(df.loc[df['A'] == 'foo'])
17,071,871	Select rows from a DataFrame based on values in a column in pandas	select rows whose column value in column `column_name` does not equal `some_value` in pandas data frame	df.loc[df['column_name'] != some_value]
17,071,871	Select rows from a DataFrame based on values in a column in pandas	select rows from a dataframe `df` whose value for column `column_name` is not in `some_values`	df.loc[~df['column_name'].isin(some_values)]
17,071,871	Select rows from a DataFrame based on values in a column in pandas	select all rows whose values in a column `column_name` equals a scalar `some_value` in pandas data frame object `df`	df.loc[df['column_name'] == some_value]
17,071,871	Select rows from a DataFrame based on values in a column in pandas	Select rows whose value of the "B" column is "one" or "three" in the DataFrame `df`	print(df.loc[df['B'].isin(['one', 'three'])])
38,273,353	How to repeat individual characters in strings in Python	repeat every character for 7 times in string 'map'	"""""".join(map(lambda x: x * 7, 'map'))
6,996,603	Delete a file or folder	delete an empty directory	os.rmdir()
6,996,603	Delete a file or folder	recursively delete all contents in directory `path`	shutil.rmtree(path, ignore_errors=False, onerror=None)
6,996,603	Delete a file or folder	recursively remove folder `name`	os.removedirs(name)
19,365,513	How to add an extra row to a pandas dataframe	Add row `['8/19/2014', 'Jun', 'Fly', '98765']` to dataframe `df`	df.loc[len(df)] = ['8/19/2014', 'Jun', 'Fly', '98765']
22,625,616	listing files from a directory using glob python	list all files in a current directory	glob.glob('*')
22,625,616	listing files from a directory using glob python	List all the files that doesn't contain the name `hello`	glob.glob('[!hello]*.txt')
22,625,616	listing files from a directory using glob python	List all the files that matches the pattern `hello*.txt`	glob.glob('hello*.txt')
10,586,778	test a boolean expression in a Python string	evaluate the expression '20<30'	eval('20<30')
28,684,154	Python copy a list of lists	Copy list `old_list` and name it `new_list`	new_list = [x[:] for x in old_list]
16,962,512	Convert scientific notation to decimal - python	convert scientific notation of variable `a` to decimal	"""{:.50f}""".format(float(a[0] / a[1]))
41,154,648	How to remove 0's converting pandas dataframe to record	convert dataframe `df` to integer-type sparse object	df.to_sparse(0)
444,058	python - readable list of objects	display attribute `attr` for each object `obj` in list `my_list_of_objs`	print([obj.attr for obj in my_list_of_objs])
35,269,374	get count of values associated with key in dict python	count the number of True values associated with key 'success' in dictionary `d`	sum(1 if d['success'] else 0 for d in s)
35,269,374	get count of values associated with key in dict python	get the sum of values associated with the key ‘success’ for a list of dictionaries `s`	sum(d['success'] for d in s)
9,534,608	get path from a module name	get complete path of a module named `os`	imp.find_module('os')[1]
432,842	get the logical xor of two variables	get logical xor of `a` and `b`	(bool(a) != bool(b))
432,842	get the logical xor of two variables	get logical xor of `a` and `b`	((a and (not b)) or ((not a) and b))
432,842	get the logical xor of two variables	get logical xor of `a` and `b`	(bool(a) ^ bool(b))
432,842	get the logical xor of two variables	get logical xor of `a` and `b`	xor(bool(a), bool(b))
432,842	get the logical xor of two variables	get the logical xor of two variables `str1` and `str2`	return (bool(str1) ^ bool(str2))
5,048,841	How to alphabetically sort array of dictionaries on single key?	Sort list `my_list` in alphabetical order based on the values associated with key 'name' of each dictionary in the list	my_list.sort(key=operator.itemgetter('name'))
4,697,006	Python: Split string by list of separators	split a string `a , b; cdf` using both commas and semicolons as delimeters	re.split('\\s,\\s\|\\s;\\s', 'a , b; cdf')
4,697,006	Python: Split string by list of separators	Split a string `string` by multiple separators `,` and `;`	[t.strip() for s in string.split(',') for t in s.split(';')]
7,974,442	lambda in python	make a function `f` that calculates the sum of two integer variables `x` and `y`	f = lambda x, y: x + y
348,196	Creating a list of objects in Python	Create list `instancelist` containing 29 objects of type MyClass	instancelist = [MyClass() for i in range(29)]
23,914,774	Python 2.7: making a dictionary object from a specially-formatted list object	Make a dictionary from list `f` which is in the format of four sets of "val, key, val"	{f[i + 1]: [f[i], f[i + 2]] for i in range(0, len(f), 3)}
4,433,017	Shortest way to convert these bytes to int in python?	convert bytes string `s` to an unsigned integer	struct.unpack('>q', s)[0]
20,512,297	How can I concatenate a Series onto a DataFrame with Pandas?	concatenate a series `students` onto a dataframe `marks` with pandas	pd.concat([students, pd.DataFrame(marks)], axis=1)
11,850,425	Custom Python list sorting	Sort list `alist` in ascending order based on each of its elements' attribute `foo`	alist.sort(key=lambda x: x.foo)
42,180,455	How to get only div with id ending with a certain value in Beautiful Soup?	BeautifulSoup select 'div' elements with an id attribute value ending with sub-string '_answer' in HTML parsed string `soup`	soup.select('div[id$=_answer]')
31,547,657	How can I solve system of linear equations in SymPy?	sympy solve matrix of linear equations `(([1, 1, 1, 1], [1, 1, 2, 3]))` with variables `(x, y, z)`	linsolve(Matrix(([1, 1, 1, 1], [1, 1, 2, 3])), (x, y, z))
5,352,546	best way to extract subset of key-value pairs from python dictionary object	best way to extract subset of key-value pairs with keys matching 'l', 'm', or 'n' from python dictionary object	{k: bigdict[k] for k in list(bigdict.keys()) & {'l', 'm', 'n'}}
5,352,546	best way to extract subset of key-value pairs from python dictionary object	extract subset of key-value pairs with keys as `('l', 'm', 'n')` from dictionary object `bigdict`	dict((k, bigdict[k]) for k in ('l', 'm', 'n'))
5,352,546	best way to extract subset of key-value pairs from python dictionary object	Get items from a dictionary `bigdict` where the keys are present in `('l', 'm', 'n')`	{k: bigdict.get(k, None) for k in ('l', 'm', 'n')}
5,352,546	best way to extract subset of key-value pairs from python dictionary object	Extract subset of key value pair for keys 'l', 'm', 'n' from `bigdict` in python 3	{k: bigdict[k] for k in ('l', 'm', 'n')}
16,114,244	Get contents of entire page using Selenium	Selenium get the entire `driver` page text	driver.page_source
8,386,675	Extracting specific columns in numpy array	extracting column `1` and `9` from array `data`	data[:, ([1, 9])]
9,470,142	Remove string between 2 characters from text string	remove all square brackets from string 'abcd[e]yth[ac]ytwec'	re.sub('\\[.*?\\]', '', 'abcd[e]yth[ac]ytwec')
2,261,011	How can I resize the root window in Tkinter?	null	root.geometry('500x500')
32,926,587	How to capture the entire string while using 'lookaround' with chars in regex?	find all substrings in string `mystring` composed only of letters `a` and `b` where each `a` is directly preceded and succeeded by `b`	re.findall('\\b(?:b+a)+b+\\b', mystring)
16,127,862	in Python, how to convert list of float numbers to string with certain format?	convert list `lst` of tuples of floats to list `str_list` of tuples of strings of floats in scientific notation with eight decimal point precision	str_list = [tuple('{0:.8e}'.format(flt) for flt in sublist) for sublist in lst]
16,127,862	in Python, how to convert list of float numbers to string with certain format?	convert list of sublists `lst` of floats to a list of sublists `str_list` of strings of integers in scientific notation with 8 decimal points	str_list = [['{0:.8e}'.format(flt) for flt in sublist] for sublist in lst]
2,054,416	Getting the first elements per row in an array in Python?	Create a tuple `t` containing first element of each tuple in tuple `s`	t = tuple(x[0] for x in s)
15,509,617	How to obtain the day of the week in a 3 letter format from a datetime object in python?	obtain the current day of the week in a 3 letter format from a datetime object	datetime.datetime.now().strftime('%a')
227,459	get the <a href="http://en.wikipedia.org/wiki/ASCII" rel="nofollow noreferrer">ASCII</a> value of a character as an int	get the ASCII value of a character 'a' as an int	ord('a')
227,459	get the <a href="http://en.wikipedia.org/wiki/ASCII" rel="nofollow noreferrer">ASCII</a> value of a character as an int	get the ASCII value of a character u'あ' as an int	ord('\u3042')
227,459	get the <a href="http://en.wikipedia.org/wiki/ASCII" rel="nofollow noreferrer">ASCII</a> value of a character as an int	get the ASCII value of a character as an int	ord()
2,331,943	decode JSON	decode JSON string `u` to a dictionary	json.load(u)
28,538,536	Deleting mulitple columns in Pandas	Delete mulitple columns `columnheading1`, `columnheading2` in pandas data frame `yourdf`	yourdf.drop(['columnheading1', 'columnheading2'], axis=1, inplace=True)
1,397,827	How to read formatted input in python?	get a list of of elements resulting from splitting user input by commas and stripping white space from each resulting string `s`	[s.strip() for s in input().split(',')]
13,081,090	Convert binary to list of digits Python	create a list containing the digits values from binary string `x` as elements	[int(d) for d in str(bin(x))[2:]]
39,373,620	How to get a max string length in nested lists	get the max string length in list `i`	max(len(word) for word in i)
39,373,620	How to get a max string length in nested lists	get the maximum string length in nested list `i`	len(max(i, key=len))
4,965,159	Python: How to Redirect Output with Subprocess?	execute os command `my_cmd`	os.system(my_cmd)
36,139	How do I sort a list of strings in Python?	sort list `mylist` alphabetically	mylist.sort(key=lambda x: x.lower())
36,139	How do I sort a list of strings in Python?	sort list `mylist` in alphabetical order	mylist.sort(key=str.lower)
36,139	How do I sort a list of strings in Python?	sort a list of strings 'mylist'.	mylist.sort()
36,139	How do I sort a list of strings in Python?	sort a list of strings `list`	list.sort()
24,041,436	set multi index of an existing data frame in pandas	Set multi index on columns 'Company' and 'date' of data frame `df` in pandas.	df.set_index(['Company', 'date'], inplace=True)
9,396,706	How can I use a string with the same name of an object in Python to access the object itself?	get the attribute `x` from object `your_obj`	getattr(your_obj, x)
12,883,376	Remove the first word in a Python string?	remove first word in string `s`	s.split(' ', 1)[1]
22,904,654	How to save Xlsxwriter file in certain path?	save xlsxwriter file in 'app/smth1/smth2/Expenses01.xlsx' path and assign to variable `workbook`	workbook = xlsxwriter.Workbook('app/smth1/smth2/Expenses01.xlsx')
22,904,654	How to save Xlsxwriter file in certain path?	save xlsxwriter file to 'C:/Users/Steven/Documents/demo.xlsx' path	workbook = xlsxwriter.Workbook('C:/Users/Steven/Documents/demo.xlsx')
7,125,009	How to change legend size with matplotlib.pyplot	change legend size to 'x-small' in upper-left location	pyplot.legend(loc=2, fontsize='x-small')
7,125,009	How to change legend size with matplotlib.pyplot	change legend font size with matplotlib.pyplot to 6	plot.legend(loc=2, prop={'size': 6})
312,443	How do you split a list into evenly sized chunks?	split list `l` into `n` sized lists	[l[i:i + n] for i in range(0, len(l), n)]
312,443	How do you split a list into evenly sized chunks?	split a list `l` into evenly sized chunks `n`	[l[i:i + n] for i in range(0, len(l), n)]
39,299,703	How to check if character exists in DataFrame cell	check if character '-' exists in a dataframe `df` cell 'a'	df['a'].str.contains('-')
11,403,474	Python Regex - Remove special characters but preserve apostraphes	remove all non -word, -whitespace, or -apostrophe characters from string `doesn't this mean it -technically- works?`	re.sub("[^\\w' ]", '', "doesn't this mean it -technically- works?")
31,650,399	find all digits between a character in python	find all digits between two characters `\xab` and `\xbb`in a string `text`	print(re.findall('\\d+', '\n'.join(re.findall('\xab([\\s\\S]*?)\xbb', text))))
20,084,487	Use index in pandas to plot data	plot data of column 'index' versus column 'A' of dataframe `monthly_mean` after resetting its index	monthly_mean.reset_index().plot(x='index', y='A')
8,217,613	How to get data from command line from within a Python program?	get the output of a subprocess command `echo "foo"` in command line	subprocess.check_output('echo "foo"', shell=True)
18,272,066	Easy way to convert a unicode list to a list containing python strings?	Encode each value to 'UTF8' in the list `EmployeeList`	[x.encode('UTF8') for x in EmployeeList]
10,972,410	pandas: combine two columns in a DataFrame	combine two columns `foo` and `bar` in a pandas data frame	pandas.concat([df['foo'].dropna(), df['bar'].dropna()]).reindex_like(df)
29,558,007	How can I generate a list of consecutive numbers?	generate a list of consecutive integers from 0 to 8	list(range(9))
3,855,093	How to make a Python string out of non-ascii "bytes"	convert list `myintegers` into a unicode string	"""""".join(chr(i) for i in myintegers)
16,128,833	Using inheritance in python	inherit from class `Executive`	super(Executive, self).__init__(*args)
14,961,014	Removing items from unnamed lists in Python	Remove the string value `item` from a list of strings `my_sequence`	[item for item in my_sequence if item != 'item']
306,400	randomly select an item from a list	randomly select an item from list `foo`	random.choice(foo)
3,931,541	Python Check if all of the following items is in a list	check if all of the following items in list `['a', 'b']` are in a list `['a', 'b', 'c']`	set(['a', 'b']).issubset(['a', 'b', 'c'])
3,931,541	Python Check if all of the following items is in a list	Check if all the items in a list `['a', 'b']` exists in another list `l`	set(['a', 'b']).issubset(set(l))
163,542	pass a string into subprocess.Popen	set the stdin of the process 'grep f' to be b'one\ntwo\nthree\nfour\nfive\nsix\n'	p = Popen(['grep', 'f'], stdout=PIPE, stdin=PIPE, stderr=STDOUT) grep_stdout = p.communicate(input='one\ntwo\nthree\nfour\nfive\nsix\n')[0]
163,542	pass a string into subprocess.Popen	set the stdin of the process 'grep f' to be 'one\ntwo\nthree\nfour\nfive\nsix\n'	p = subprocess.Popen(['grep', 'f'], stdout=subprocess.PIPE, stdin=subprocess.PIPE) p.stdin.write('one\ntwo\nthree\nfour\nfive\nsix\n') p.communicate()[0] p.stdin.close()
18,637,651	Most pythonic way to convert a list of tuples	to convert a list of tuples `list_of_tuples` into list of lists	[list(t) for t in zip(*list_of_tuples)]
18,637,651	Most pythonic way to convert a list of tuples	group a list `list_of_tuples` of tuples by values	zip(*list_of_tuples)
20,504,881	simple/efficient way to expand a pandas dataframe	merge pandas dataframe `x` with columns 'a' and 'b' and dataframe `y` with column 'y'	pd.merge(y, x, on='k')[['a', 'b', 'y']]

21,558,999

Pandas: How can I remove duplicate rows from DataFrame and calculate their frequency?

remove duplicate rows from dataframe `df1` and calculate their frequency

df1.groupby(['key', 'year']).size().reset_index()

674,509

How do I iterate over a Python dictionary, ordered by values?

sort dictionary `dictionary` in ascending order by its values

sorted(list(dictionary.items()), key=operator.itemgetter(1))

674,509

How do I iterate over a Python dictionary, ordered by values?

Iterate over dictionary `d` in ascending order of values

sorted(iter(d.items()), key=lambda x: x[1])

674,509

How do I iterate over a Python dictionary, ordered by values?

iterate over a python dictionary, ordered by values

sorted(list(dictionary.items()), key=lambda x: x[1])

42,098,487

How to split 1D array into 2D array in NumPy by splitting the array at the last element?

split 1d array `a` into 2d array at the last element

np.split(a, [-1])

30,406,725

Python pandas - grouping by and summarizing on a field

convert dataframe `df` into a pivot table using column 'order' as index and values of column 'sample' as columns

df.pivot(index='order', columns='sample')

8,916,302

selecting across multiple columns with python pandas?

select all rows from pandas DataFrame 'df' where the value in column 'A' is greater than 1 or less than -1 in column 'B'.

df[(df['A'] > 1) | (df['B'] < -1)]

8,372,399

Zip with list output instead of tuple

Get the zip output as list from the lists `[1, 2, 3]`, `[4, 5, 6]`, `[7, 8, 9]`

[list(a) for a in zip([1, 2, 3], [4, 5, 6], [7, 8, 9])]

17,071,871

Select rows from a DataFrame based on values in a column in pandas

select rows of dataframe `df` whose value for column `A` is `foo`

print(df.loc[df['A'] == 'foo'])

17,071,871

Select rows from a DataFrame based on values in a column in pandas

select rows whose column value in column `column_name` does not equal `some_value` in pandas data frame

df.loc[df['column_name'] != some_value]

17,071,871

Select rows from a DataFrame based on values in a column in pandas

select rows from a dataframe `df` whose value for column `column_name` is not in `some_values`

df.loc[~df['column_name'].isin(some_values)]

17,071,871

Select rows from a DataFrame based on values in a column in pandas

select all rows whose values in a column `column_name` equals a scalar `some_value` in pandas data frame object `df`

df.loc[df['column_name'] == some_value]

17,071,871

Select rows from a DataFrame based on values in a column in pandas

Select rows whose value of the "B" column is "one" or "three" in the DataFrame `df`

print(df.loc[df['B'].isin(['one', 'three'])])

38,273,353

How to repeat individual characters in strings in Python

repeat every character for 7 times in string 'map'

"""""".join(map(lambda x: x * 7, 'map'))

6,996,603

Delete a file or folder

delete an empty directory

os.rmdir()

6,996,603

Delete a file or folder

recursively delete all contents in directory `path`

shutil.rmtree(path, ignore_errors=False, onerror=None)

6,996,603

Delete a file or folder

recursively remove folder `name`

os.removedirs(name)

19,365,513

How to add an extra row to a pandas dataframe

Add row `['8/19/2014', 'Jun', 'Fly', '98765']` to dataframe `df`

df.loc[len(df)] = ['8/19/2014', 'Jun', 'Fly', '98765']

22,625,616

listing files from a directory using glob python

list all files in a current directory

glob.glob('*')

22,625,616

listing files from a directory using glob python

List all the files that doesn't contain the name `hello`

glob.glob('[!hello]*.txt')

22,625,616

listing files from a directory using glob python

List all the files that matches the pattern `hello*.txt`

glob.glob('hello*.txt')

10,586,778

test a boolean expression in a Python string

evaluate the expression '20<30'

eval('20<30')

28,684,154

Python copy a list of lists

Copy list `old_list` and name it `new_list`

new_list = [x[:] for x in old_list]

16,962,512

Convert scientific notation to decimal - python

convert scientific notation of variable `a` to decimal

"""{:.50f}""".format(float(a[0] / a[1]))

41,154,648

How to remove 0's converting pandas dataframe to record

convert dataframe `df` to integer-type sparse object

df.to_sparse(0)

444,058

python - readable list of objects

display attribute `attr` for each object `obj` in list `my_list_of_objs`

print([obj.attr for obj in my_list_of_objs])

35,269,374

get count of values associated with key in dict python

count the number of True values associated with key 'success' in dictionary `d`

sum(1 if d['success'] else 0 for d in s)

35,269,374

get count of values associated with key in dict python

get the sum of values associated with the key ‘success’ for a list of dictionaries `s`

sum(d['success'] for d in s)

9,534,608

get path from a module name

get complete path of a module named `os`

imp.find_module('os')[1]

432,842