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sum of digits in a string,return sum(int(x) for x in digit if x.isdigit())
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"python: dictionary to string, custom format?","""""""<br/>"""""".join([('%s:: %s' % (key, value)) for key, value in list(d.items())])"
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how can i reverse parts of sentence in python?,return ' '.join(word[::-1] for word in sentence.split())
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how can i set the aspect ratio in matplotlib?,fig.savefig('axAspect.png')
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what is the most pythonic way to exclude elements of a list that start with a specific character?,[x for x in my_list if not x.startswith('#')]
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connect points with same value in python matplotlib,plt.show()
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removing list of words from a string,""""""" """""".join([x for x in query.split() if x.lower() not in stopwords])"
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python matplotlib multiple bars,plt.show()
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how to shift a string to right in python?,l[-1:] + l[:-1]
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reading utf-8 characters from a gzip file in python,"gzip.open('file.gz', 'rt', encoding='utf-8')"
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python how do you sort list by occurrence with out removing elements from the list?,"sorted(lst, key=lambda x: (-1 * c[x], lst.index(x)))"
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formatting numbers consistently in python,print('%.1e' % x)
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coordinates of item on numpy array,ii = np.where(a == 4)
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format numbers to strings in python,"'%02d:%02d:%02d' % (hours, minutes, seconds)"
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setting different bar color in matplotlib python,plt.show()
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how to declare an array in python,a = [0] * 10000
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how to set environment variables in python,os.environ['DEBUSSY'] = '1'
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conditional replacement of row's values in pandas dataframe,df['SEQ'] = df.sort_values(by='START').groupby('ID').cumcount() + 1
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formatting a pivot table in python,"pd.DataFrame({'X': X, 'Y': Y, 'Z': Z}).T"
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most efficient way to create an array of cos and sin in numpy,"return np.vstack((np.cos(theta), np.sin(theta))).T"
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how to write a list to xlsx using openpyxl,cell.value = statN
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pulling a random word/string from a line in a text file in python,print(random.choice(open('WordsForGames.txt').readline().split()))
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python pandas datetime.time - datetime.time,(df[0] - df[1]).apply(lambda x: x.astype('timedelta64[us]'))
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how do i sum values in a column that match a given condition using pandas?,"df.loc[df['a'] == 1, 'b'].sum()"
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handle wrongly encoded character in python unicode string,some_unicode_string.encode('utf-8')
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divide the values of two dictionaries in python,"dict((k, float(d2[k]) / d1[k]) for k in d2)"
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how to sort my paws?,data_slices.sort(key=lambda s: s[-1].start)
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iterate over a dictionary `dict` in sorted order,return iter(sorted(dict.items()))
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how to merge two python dictionaries in a single expression?,c = dict(list(a.items()) | list(b.items()))
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find a file in python,"return os.path.join(root, name)"
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how to redirect 'print' output to a file using python?,f.write('whatever')
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compare values of two arrays in python,"f([3, 2, 5, 4], [2, 3, 2])"
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terminate process `p`,p.terminate()
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remove cancelling rows from pandas dataframe,"df2 = df.groupby(['customer', 'invoice_nr', 'date']).sum()"
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downloading file to specified location with selenium and python,driver.find_element_by_partial_link_text('DEV.tgz').click()
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hash unicode string in python,hashlib.sha1(s.encode('utf-8'))
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python list comprehensions splitting loop variable,"[(x[1], x[2]) for x in (x.split(';') for x in a.split('\n')) if x[1] != 5]"
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django datetime issues (default=datetime.now()),"date = models.DateTimeField(default=datetime.now, blank=True)"
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python: mysqldb. how to get columns name without executing select * in a big table?,cursor.execute('SELECT * FROM table_name LIMIT 1')
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numpy: get 1d array as 2d array without reshape,"array([[0, 0, 1, 2, 3, 4, 0, 1, 2, 3], [1, 5, 6, 7, 8, 9, 4, 5, 6, 7]])"
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how to convert a list into a pandas dataframe,"df = pd.DataFrame({'col1': x, 'col2': y, 'col3': z})"
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recursive pattern in regex,"regex.findall('{((?>[^{}]+|(?R))*)}', '{1, {2, 3}} {4, 5}')"
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change current working directory in python,os.chdir('C:\\Users\\username\\Desktop\\headfirstpython\\chapter3')
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scroll to the bottom of a web page using selenium webdriver,"driver.execute_script('window.scrollTo(0, Y)')"
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produce a pivot table as dataframe using column 'y' in datafram `df` to form the axes of the resulting dataframe,"df.pivot_table('Y', rows='X', cols='X2')"
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get the sum of values associated with the key 'success' for a list of dictionaries `s`,sum(d['success'] for d in s)
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how to shorten this if and elif code in python,('NORTH ' if b > 0 else 'SOUTH ') + ('EAST' if a > 0 else 'WEST')
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python sort list of lists over multiple levels and with a custom order,"my_list.sort(key=lambda x: (order.index(x[0]), x[2], x[3]))"
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convert binary string '0b0010101010' to integer,"int('0b0010101010', 2)"
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how to retrive get vars in python bottle app,request.query['city']
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numpy object arrays,"print(numpy.array([X()], dtype=object))"
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how to delete the last row of data of a pandas dataframe,dfrm.drop(dfrm.index[len(dfrm) - 1])
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how to change the layout of a gtk application on fullscreen?,gtk.main()
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"pandas dataframe, how do i split a column into two","df['A'], df['B'] = df['AB'].str.split(' ', 1).str"
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flask jsonify a list of objects,return jsonify(my_list_of_eqtls)
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unpack a list in python?,function_that_needs_strings(*my_list)
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add x and y labels to a pandas plot,ax.set_ylabel('y label')
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how do you set up a flask application with sqlalchemy for testing?,app.run()
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python convert decimal to hex,print([hex(x) for x in numbers])
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python: intersection indices numpy array,"numpy.in1d(a, b).nonzero()"
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string manipulation in cython,"re.sub(' +', ' ', s)"
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tensorflow strings: what they are and how to work with them,"x = tf.constant(['This is a string', 'This is another string'])"
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convert list to tuple in python,tuple(l)
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how to combine two columns with an if/else in python pandas?,"df['year'] = df['year'].where(source_years != 0, df['year'])"
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using pytz to convert from a known timezone to local,(local_dt - datetime.datetime.utcfromtimestamp(timestamp)).seconds
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python: get number of items from list(sequence) with certain condition,sum(i % 4 == 3 for i in l)
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mails not being sent to people in cc,"s.sendmail(FROMADDR, TOADDR + CCADDR, msg.as_string())"
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"how to see traceback on xmlrpc server, not client?",server.serve_forever()
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python/matplotlib - is there a way to make a discontinuous axis?,plt.show()
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numpy 2d array: change all values to the right of nans,"arr[np.maximum.accumulate(np.isnan(arr), axis=1)] = np.nan"
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how to connect a variable to entry widget?,root.mainloop()
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save a list of objects in django,o.save()
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read into a bytearray at an offset?,bytearray('\x00\x00\x00\x01\x02\x03\x04\x05\x00\x00')
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check if datafram `df` has any nan vlaues,df.isnull().values.any()
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what is the best way to get the first item from an iterable matching a condition?,next((x for x in range(10) if x > 3))
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create list `instancelist` containing 29 objects of type myclass,instancelist = [MyClass() for i in range(29)]
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using beautifulsoup to search html for string,soup.body.findAll(text='Python')
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how to make lists distinct?,my_list = list(set(my_list))
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prepend the same string to all items in a list,['hello{0}'.format(i) for i in a]
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find maximum value of a column and return the corresponding row values using pandas,"df.groupby(['country', 'place'], as_index=False)['value'].max()"
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fastest way to find the magnitude (length) squared of a vector field,"np.einsum('...j,...j->...', vf, vf, dtype=np.double)[-1, -1, -1]"
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conditional matching in regular expression,"re.findall(rx, st, re.VERBOSE)"
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pandas: get the value of the index for a row?,"df.set_index('prod_code', inplace=True)"
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how to read the first byte of a subprocess's stdout and then discard the rest in python?,"process = Popen(['mycmd', 'myarg'], stdout=DEVNULL, stderr=DEVNULL)"
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numpy: efficiently reading a large array,"a = a.reshape((m, n)).T"
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get a list of values from a list of dictionaries in python,[d['key'] for d in l]
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how to deal with settingwithcopywarning in pandas?,df[df['A'] > 2]['B'] = new_val
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use regex pattern '^12(?=.{4}$)' to remove digit 12 if followed by 4 other digits in column `c_contofficeid` of dataframe `df`,"df.c_contofficeID.str.replace('^12(?=.{4}$)', '')"
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format date without dash?,"datetime.date(2002, 12, 4).strftime('%Y%m%d')"
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element-wise minimum of multiple vectors in numpy,"np.array([np.arange(3), np.arange(2, -1, -1), np.ones((3,))]).min(axis=0)"
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how can i remove text within parentheses with a regex?,"re.sub('\\([^)]*\\)', '', filename)"
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can i put a tuple into an array in python?,list_of_tuples[0][0] = 7
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how can i set the aspect ratio in matplotlib?,fig.savefig('force.png')
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"in python 2.4, how can i execute external commands with csh instead of bash?",os.system('tcsh your_own_script')
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remove newline in string 'mac eol\r','Mac EOL\r'.rstrip('\r\n')
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how to get only the last part of a path in python?,os.path.basename(os.path.normpath('/folderA/folderB/folderC/folderD/'))
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not able to print statements with 'apostrophe' in it in python. invalid syntax error,"print(""I am jack's raging bile duct"")"
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use xml.etree.elementtree to write out nicely formatted xml files,"print(etree.tostring(root, pretty_print=True))"
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sorting numbers in string format with python,keys.sort(key=lambda x: [int(y) for y in x.split('.')])
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find the string matches within parenthesis from a string `s` using regex,"m = re.search('\\[(\\w+)\\]', s)"
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