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def one_hot_encoding ( input_tensor , num_labels ) : xview = input_tensor . view ( - 1 , 1 ) . to ( torch . long ) onehot = torch . zeros ( xview . size ( 0 ) , num_labels , device = input_tensor . device , dtype = torch . float ) onehot . scatter_ ( 1 , xview , 1 ) return onehot . view ( list ( input_tensor . shape ) + [ - 1 ] )
| 1 |
how to one hot encode labels made of tuples python
|
One - hot encode labels from input
|
cosqa-train-13900
|
def one_hot_encoding(input_tensor, num_labels):
""" One-hot encode labels from input """
xview = input_tensor.view(-1, 1).to(torch.long)
onehot = torch.zeros(xview.size(0), num_labels, device=input_tensor.device, dtype=torch.float)
onehot.scatter_(1, xview, 1)
return onehot.view(list(input_tensor.shape) + [-1])
|
def save_session_to_file ( self , sessionfile ) : pickle . dump ( requests . utils . dict_from_cookiejar ( self . _session . cookies ) , sessionfile )
| 1 |
python requests session requestcookiejar persist
|
Not meant to be used directly use : meth : Instaloader . save_session_to_file .
|
cosqa-train-13901
|
def save_session_to_file(self, sessionfile):
"""Not meant to be used directly, use :meth:`Instaloader.save_session_to_file`."""
pickle.dump(requests.utils.dict_from_cookiejar(self._session.cookies), sessionfile)
|
def get_file_string ( filepath ) : with open ( os . path . abspath ( filepath ) ) as f : return f . read ( )
| 1 |
how to open a file with a path in python
|
Get string from file .
|
cosqa-train-13902
|
def get_file_string(filepath):
"""Get string from file."""
with open(os.path.abspath(filepath)) as f:
return f.read()
|
def flat ( l ) : newl = [ ] for i in range ( len ( l ) ) : for j in range ( len ( l [ i ] ) ) : newl . append ( l [ i ] [ j ] ) return newl
| 0 |
python reshape flat list to 2d
|
Returns the flattened version of a 2D list . List - correlate to the a . flat () method of NumPy arrays .
|
cosqa-train-13903
|
def flat(l):
"""
Returns the flattened version of a '2D' list. List-correlate to the a.flat()
method of NumPy arrays.
Usage: flat(l)
"""
newl = []
for i in range(len(l)):
for j in range(len(l[i])):
newl.append(l[i][j])
return newl
|
def do_serial ( self , p ) : try : self . serial . port = p self . serial . open ( ) print 'Opening serial port: %s' % p except Exception , e : print 'Unable to open serial port: %s' % p
| 1 |
how to open a serial port in python
|
Set the serial port e . g . : / dev / tty . usbserial - A4001ib8
|
cosqa-train-13904
|
def do_serial(self, p):
"""Set the serial port, e.g.: /dev/tty.usbserial-A4001ib8"""
try:
self.serial.port = p
self.serial.open()
print 'Opening serial port: %s' % p
except Exception, e:
print 'Unable to open serial port: %s' % p
|
def do_restart ( self , line ) : self . bot . _frame = 0 self . bot . _namespace . clear ( ) self . bot . _namespace . update ( self . bot . _initial_namespace )
| 0 |
python restart bot discord
|
Attempt to restart the bot .
|
cosqa-train-13905
|
def do_restart(self, line):
"""
Attempt to restart the bot.
"""
self.bot._frame = 0
self.bot._namespace.clear()
self.bot._namespace.update(self.bot._initial_namespace)
|
def ReadTif ( tifFile ) : img = Image . open ( tifFile ) img = np . array ( img ) return img
| 1 |
how to open image in python and covert to a numpy array
|
Reads a tif file to a 2D NumPy array
|
cosqa-train-13906
|
def ReadTif(tifFile):
"""Reads a tif file to a 2D NumPy array"""
img = Image.open(tifFile)
img = np.array(img)
return img
|
def _fill ( self ) : try : self . _head = self . _iterable . next ( ) except StopIteration : self . _head = None
| 1 |
python restart iterator from same spot
|
Advance the iterator without returning the old head .
|
cosqa-train-13907
|
def _fill(self):
"""Advance the iterator without returning the old head."""
try:
self._head = self._iterable.next()
except StopIteration:
self._head = None
|
def do_serial ( self , p ) : try : self . serial . port = p self . serial . open ( ) print 'Opening serial port: %s' % p except Exception , e : print 'Unable to open serial port: %s' % p
| 1 |
how to open the serial port in python
|
Set the serial port e . g . : / dev / tty . usbserial - A4001ib8
|
cosqa-train-13908
|
def do_serial(self, p):
"""Set the serial port, e.g.: /dev/tty.usbserial-A4001ib8"""
try:
self.serial.port = p
self.serial.open()
print 'Opening serial port: %s' % p
except Exception, e:
print 'Unable to open serial port: %s' % p
|
def get_previous ( self ) : return BillingCycle . objects . filter ( date_range__lt = self . date_range ) . order_by ( 'date_range' ) . last ( )
| 0 |
python retreive earlier project date
|
Get the billing cycle prior to this one . May return None
|
cosqa-train-13909
|
def get_previous(self):
"""Get the billing cycle prior to this one. May return None"""
return BillingCycle.objects.filter(date_range__lt=self.date_range).order_by('date_range').last()
|
def _repr ( obj ) : vals = ", " . join ( "{}={!r}" . format ( name , getattr ( obj , name ) ) for name in obj . _attribs ) if vals : t = "{}(name={}, {})" . format ( obj . __class__ . __name__ , obj . name , vals ) else : t = "{}(name={})" . format ( obj . __class__ . __name__ , obj . name ) return t
| 1 |
how to output an object attribute in python
|
Show the received object as precise as possible .
|
cosqa-train-13910
|
def _repr(obj):
"""Show the received object as precise as possible."""
vals = ", ".join("{}={!r}".format(
name, getattr(obj, name)) for name in obj._attribs)
if vals:
t = "{}(name={}, {})".format(obj.__class__.__name__, obj.name, vals)
else:
t = "{}(name={})".format(obj.__class__.__name__, obj.name)
return t
|
def urlencoded ( body , charset = 'ascii' , * * kwargs ) : return parse_query_string ( text ( body , charset = charset ) , False )
| 1 |
python retrieving from a url query string
|
Converts query strings into native Python objects
|
cosqa-train-13911
|
def urlencoded(body, charset='ascii', **kwargs):
"""Converts query strings into native Python objects"""
return parse_query_string(text(body, charset=charset), False)
|
def __call__ ( self , img ) : return F . pad ( img , self . padding , self . fill , self . padding_mode )
| 1 |
how to pad an image python
|
Args : img ( PIL Image ) : Image to be padded .
|
cosqa-train-13912
|
def __call__(self, img):
"""
Args:
img (PIL Image): Image to be padded.
Returns:
PIL Image: Padded image.
"""
return F.pad(img, self.padding, self.fill, self.padding_mode)
|
def INIT_LIST_EXPR ( self , cursor ) : values = [ self . parse_cursor ( child ) for child in list ( cursor . get_children ( ) ) ] return values
| 1 |
python return cursor as list
|
Returns a list of literal values .
|
cosqa-train-13913
|
def INIT_LIST_EXPR(self, cursor):
"""Returns a list of literal values."""
values = [self.parse_cursor(child)
for child in list(cursor.get_children())]
return values
|
def parse ( filename ) : with open ( filename ) as f : parser = ASDLParser ( ) return parser . parse ( f . read ( ) )
| 1 |
how to parse a python file
|
Parse ASDL from the given file and return a Module node describing it .
|
cosqa-train-13914
|
def parse(filename):
"""Parse ASDL from the given file and return a Module node describing it."""
with open(filename) as f:
parser = ASDLParser()
return parser.parse(f.read())
|
def new_figure_manager_given_figure ( num , figure ) : fig = figure frame = FigureFrameWx ( num , fig ) figmgr = frame . get_figure_manager ( ) if matplotlib . is_interactive ( ) : figmgr . frame . Show ( ) return figmgr
| 1 |
python return fig 'figure' object
|
Create a new figure manager instance for the given figure .
|
cosqa-train-13915
|
def new_figure_manager_given_figure(num, figure):
"""
Create a new figure manager instance for the given figure.
"""
fig = figure
frame = FigureFrameWx(num, fig)
figmgr = frame.get_figure_manager()
if matplotlib.is_interactive():
figmgr.frame.Show()
return figmgr
|
def seconds ( num ) : now = pytime . time ( ) end = now + num until ( end )
| 1 |
how to pause a python loop
|
Pause for this many seconds
|
cosqa-train-13916
|
def seconds(num):
"""
Pause for this many seconds
"""
now = pytime.time()
end = now + num
until(end)
|
def software_fibonacci ( n ) : a , b = 0 , 1 for i in range ( n ) : a , b = b , a + b return a
| 1 |
python returns a function that returns the next fibonacci number
|
a normal old python function to return the Nth fibonacci number .
|
cosqa-train-13917
|
def software_fibonacci(n):
""" a normal old python function to return the Nth fibonacci number. """
a, b = 0, 1
for i in range(n):
a, b = b, a + b
return a
|
def rand_elem ( seq , n = None ) : return map ( random . choice , repeat ( seq , n ) if n is not None else repeat ( seq ) )
| 1 |
how to pick random elemtns from python list
|
returns a random element from seq n times . If n is None it continues indefinitly
|
cosqa-train-13918
|
def rand_elem(seq, n=None):
"""returns a random element from seq n times. If n is None, it continues indefinitly"""
return map(random.choice, repeat(seq, n) if n is not None else repeat(seq))
|
def reset ( self ) : self . __iterator , self . __saved = itertools . tee ( self . __saved )
| 1 |
python reusing an iterator
|
Resets the iterator to the start .
|
cosqa-train-13919
|
def reset(self):
"""
Resets the iterator to the start.
Any remaining values in the current iteration are discarded.
"""
self.__iterator, self.__saved = itertools.tee(self.__saved)
|
def finish_plot ( ) : plt . legend ( ) plt . grid ( color = '0.7' ) plt . xlabel ( 'x' ) plt . ylabel ( 'y' ) plt . show ( )
| 1 |
how to plot from a definition python
|
Helper for plotting .
|
cosqa-train-13920
|
def finish_plot():
"""Helper for plotting."""
plt.legend()
plt.grid(color='0.7')
plt.xlabel('x')
plt.ylabel('y')
plt.show()
|
def rgba_bytes_tuple ( self , x ) : return tuple ( int ( u * 255.9999 ) for u in self . rgba_floats_tuple ( x ) )
| 1 |
python rgb tuple to colormap
|
Provides the color corresponding to value x in the form of a tuple ( R G B A ) with int values between 0 and 255 .
|
cosqa-train-13921
|
def rgba_bytes_tuple(self, x):
"""Provides the color corresponding to value `x` in the
form of a tuple (R,G,B,A) with int values between 0 and 255.
"""
return tuple(int(u*255.9999) for u in self.rgba_floats_tuple(x))
|
def push ( h , x ) : h . push ( x ) up ( h , h . size ( ) - 1 )
| 1 |
how to pop a node off a stack python
|
Push a new value into heap .
|
cosqa-train-13922
|
def push(h, x):
"""Push a new value into heap."""
h.push(x)
up(h, h.size()-1)
|
def rotateImage ( img , angle ) : imgR = scipy . ndimage . rotate ( img , angle , reshape = False ) return imgR
| 1 |
python rotate image by angle
|
cosqa-train-13923
|
def rotateImage(img, angle):
"""
querries scipy.ndimage.rotate routine
:param img: image to be rotated
:param angle: angle to be rotated (radian)
:return: rotated image
"""
imgR = scipy.ndimage.rotate(img, angle, reshape=False)
return imgR
|
|
def print_out ( self , * lst ) : self . print2file ( self . stdout , True , True , * lst )
| 1 |
how to print a list in python in the print funvtion
|
Print list of strings to the predefined stdout .
|
cosqa-train-13924
|
def print_out(self, *lst):
""" Print list of strings to the predefined stdout. """
self.print2file(self.stdout, True, True, *lst)
|
def round_to_n ( x , n ) : return round ( x , - int ( np . floor ( np . log10 ( x ) ) ) + ( n - 1 ) )
| 0 |
python round a float to n decimals
|
Round to sig figs
|
cosqa-train-13925
|
def round_to_n(x, n):
"""
Round to sig figs
"""
return round(x, -int(np.floor(np.log10(x))) + (n - 1))
|
def handle_exception ( error ) : response = jsonify ( error . to_dict ( ) ) response . status_code = error . status_code return response
| 0 |
how to print error from python flask
|
Simple method for handling exceptions raised by PyBankID .
|
cosqa-train-13926
|
def handle_exception(error):
"""Simple method for handling exceptions raised by `PyBankID`.
:param flask_pybankid.FlaskPyBankIDError error: The exception to handle.
:return: The exception represented as a dictionary.
:rtype: dict
"""
response = jsonify(error.to_dict())
response.status_code = error.status_code
return response
|
def intround ( value ) : return int ( decimal . Decimal . from_float ( value ) . to_integral_value ( decimal . ROUND_HALF_EVEN ) )
| 1 |
python round float to int
|
Given a float returns a rounded int . Should give the same result on both Py2 / 3
|
cosqa-train-13927
|
def intround(value):
"""Given a float returns a rounded int. Should give the same result on
both Py2/3
"""
return int(decimal.Decimal.from_float(
value).to_integral_value(decimal.ROUND_HALF_EVEN))
|
def fail_print ( error ) : print ( COLORS . fail , error . message , COLORS . end ) print ( COLORS . fail , error . errors , COLORS . end )
| 1 |
how to print error messages python
|
Print an error in red text . Parameters error ( HTTPError ) Error object to print .
|
cosqa-train-13928
|
def fail_print(error):
"""Print an error in red text.
Parameters
error (HTTPError)
Error object to print.
"""
print(COLORS.fail, error.message, COLORS.end)
print(COLORS.fail, error.errors, COLORS.end)
|
def round_figures ( x , n ) : return round ( x , int ( n - math . ceil ( math . log10 ( abs ( x ) ) ) ) )
| 1 |
python round to 2 significant figures
|
Returns x rounded to n significant figures .
|
cosqa-train-13929
|
def round_figures(x, n):
"""Returns x rounded to n significant figures."""
return round(x, int(n - math.ceil(math.log10(abs(x)))))
|
def _prt_line_detail ( self , prt , line , lnum = "" ) : data = zip ( self . flds , line . split ( '\t' ) ) txt = [ "{:2}) {:13} {}" . format ( i , hdr , val ) for i , ( hdr , val ) in enumerate ( data ) ] prt . write ( "{LNUM}\n{TXT}\n" . format ( LNUM = lnum , TXT = '\n' . join ( txt ) ) )
| 1 |
how to print fields of a line in python
|
Print each field and its value .
|
cosqa-train-13930
|
def _prt_line_detail(self, prt, line, lnum=""):
"""Print each field and its value."""
data = zip(self.flds, line.split('\t'))
txt = ["{:2}) {:13} {}".format(i, hdr, val) for i, (hdr, val) in enumerate(data)]
prt.write("{LNUM}\n{TXT}\n".format(LNUM=lnum, TXT='\n'.join(txt)))
|
def round_to_float ( number , precision ) : rounded = Decimal ( str ( floor ( ( number + precision / 2 ) // precision ) ) ) * Decimal ( str ( precision ) ) return float ( rounded )
| 1 |
python round to precision
|
Round a float to a precision
|
cosqa-train-13931
|
def round_to_float(number, precision):
"""Round a float to a precision"""
rounded = Decimal(str(floor((number + precision / 2) // precision))
) * Decimal(str(precision))
return float(rounded)
|
def show_partitioning ( rdd , show = True ) : if show : partitionCount = rdd . getNumPartitions ( ) try : valueCount = rdd . countApprox ( 1000 , confidence = 0.50 ) except : valueCount = - 1 try : name = rdd . name ( ) or None except : pass name = name or "anonymous" logging . info ( "For RDD %s, there are %d partitions with on average %s values" % ( name , partitionCount , int ( valueCount / float ( partitionCount ) ) ) )
| 1 |
how to print rdd size in python
|
Seems to be significantly more expensive on cluster than locally
|
cosqa-train-13932
|
def show_partitioning(rdd, show=True):
"""Seems to be significantly more expensive on cluster than locally"""
if show:
partitionCount = rdd.getNumPartitions()
try:
valueCount = rdd.countApprox(1000, confidence=0.50)
except:
valueCount = -1
try:
name = rdd.name() or None
except:
pass
name = name or "anonymous"
logging.info("For RDD %s, there are %d partitions with on average %s values" %
(name, partitionCount, int(valueCount/float(partitionCount))))
|
def managepy ( cmd , extra = None ) : extra = extra . split ( ) if extra else [ ] run_django_cli ( [ 'invoke' , cmd ] + extra )
| 0 |
python run commands as admin
|
Run manage . py using this component s specific Django settings
|
cosqa-train-13933
|
def managepy(cmd, extra=None):
"""Run manage.py using this component's specific Django settings"""
extra = extra.split() if extra else []
run_django_cli(['invoke', cmd] + extra)
|
def parse ( self , s ) : return datetime . datetime . strptime ( s , self . date_format ) . date ( )
| 1 |
how to process a string into date object python
|
Parses a date string formatted like YYYY - MM - DD .
|
cosqa-train-13934
|
def parse(self, s):
"""
Parses a date string formatted like ``YYYY-MM-DD``.
"""
return datetime.datetime.strptime(s, self.date_format).date()
|
def start ( ) : global app bottle . run ( app , host = conf . WebHost , port = conf . WebPort , debug = conf . WebAutoReload , reloader = conf . WebAutoReload , quiet = conf . WebQuiet )
| 1 |
python runserver auto refresh browser
|
Starts the web server .
|
cosqa-train-13935
|
def start():
"""Starts the web server."""
global app
bottle.run(app, host=conf.WebHost, port=conf.WebPort,
debug=conf.WebAutoReload, reloader=conf.WebAutoReload,
quiet=conf.WebQuiet)
|
def _cumprod ( l ) : ret = [ 1 ] for item in l : ret . append ( ret [ - 1 ] * item ) return ret
| 1 |
how to produce product of numbers in list python
|
Cumulative product of a list .
|
cosqa-train-13936
|
def _cumprod(l):
"""Cumulative product of a list.
Args:
l: a list of integers
Returns:
a list with one more element (starting with 1)
"""
ret = [1]
for item in l:
ret.append(ret[-1] * item)
return ret
|
def server ( port ) : args = [ 'python' , 'manage.py' , 'runserver' ] if port : args . append ( port ) run . main ( args )
| 0 |
python runserver set envrionemnt
|
Start the Django dev server .
|
cosqa-train-13937
|
def server(port):
"""Start the Django dev server."""
args = ['python', 'manage.py', 'runserver']
if port:
args.append(port)
run.main(args)
|
def camel_case ( self , snake_case ) : components = snake_case . split ( '_' ) return components [ 0 ] + "" . join ( x . title ( ) for x in components [ 1 : ] )
| 0 |
how to produce title case python
|
Convert snake case to camel case
|
cosqa-train-13938
|
def camel_case(self, snake_case):
""" Convert snake case to camel case """
components = snake_case.split('_')
return components[0] + "".join(x.title() for x in components[1:])
|
def fixpath ( path ) : return os . path . normpath ( os . path . realpath ( os . path . expanduser ( path ) ) )
| 1 |
python safe path name
|
Uniformly format a path .
|
cosqa-train-13939
|
def fixpath(path):
"""Uniformly format a path."""
return os.path.normpath(os.path.realpath(os.path.expanduser(path)))
|
def input ( self , prompt , default = None , show_default = True ) : return click . prompt ( prompt , default = default , show_default = show_default )
| 1 |
how to prompt an input in python
|
Provide a command prompt .
|
cosqa-train-13940
|
def input(self, prompt, default=None, show_default=True):
"""Provide a command prompt."""
return click.prompt(prompt, default=default, show_default=show_default)
|
def replacing_symlink ( source , link_name ) : with make_tmp_name ( link_name ) as tmp_link_name : os . symlink ( source , tmp_link_name ) replace_file_or_dir ( link_name , tmp_link_name )
| 0 |
python safe symlink function
|
Create symlink that overwrites any existing target .
|
cosqa-train-13941
|
def replacing_symlink(source, link_name):
"""Create symlink that overwrites any existing target.
"""
with make_tmp_name(link_name) as tmp_link_name:
os.symlink(source, tmp_link_name)
replace_file_or_dir(link_name, tmp_link_name)
|
def bitsToString ( arr ) : s = array ( 'c' , '.' * len ( arr ) ) for i in xrange ( len ( arr ) ) : if arr [ i ] == 1 : s [ i ] = '*' return s
| 1 |
how to put every character in array string python
|
Returns a string representing a numpy array of 0 s and 1 s
|
cosqa-train-13942
|
def bitsToString(arr):
"""Returns a string representing a numpy array of 0's and 1's"""
s = array('c','.'*len(arr))
for i in xrange(len(arr)):
if arr[i] == 1:
s[i]='*'
return s
|
def save ( variable , filename ) : fileObj = open ( filename , 'wb' ) pickle . dump ( variable , fileObj ) fileObj . close ( )
| 1 |
python saving a variable to a text file
|
Save variable on given path using Pickle Args : variable : what to save path ( str ) : path of the output
|
cosqa-train-13943
|
def save(variable, filename):
"""Save variable on given path using Pickle
Args:
variable: what to save
path (str): path of the output
"""
fileObj = open(filename, 'wb')
pickle.dump(variable, fileObj)
fileObj.close()
|
def home_lib ( home ) : if hasattr ( sys , 'pypy_version_info' ) : lib = 'site-packages' else : lib = os . path . join ( 'lib' , 'python' ) return os . path . join ( home , lib )
| 0 |
how to put python libraries in the path of user
|
Return the lib dir under the home installation scheme
|
cosqa-train-13944
|
def home_lib(home):
"""Return the lib dir under the 'home' installation scheme"""
if hasattr(sys, 'pypy_version_info'):
lib = 'site-packages'
else:
lib = os.path.join('lib', 'python')
return os.path.join(home, lib)
|
def draw ( graph , fname ) : ag = networkx . nx_agraph . to_agraph ( graph ) ag . draw ( fname , prog = 'dot' )
| 1 |
python saving graph to image file
|
Draw a graph and save it into a file
|
cosqa-train-13945
|
def draw(graph, fname):
"""Draw a graph and save it into a file"""
ag = networkx.nx_agraph.to_agraph(graph)
ag.draw(fname, prog='dot')
|
def _quit ( self , * args ) : self . logger . warn ( 'Bye!' ) sys . exit ( self . exit ( ) )
| 0 |
how to quit python
|
quit crash
|
cosqa-train-13946
|
def _quit(self, *args):
""" quit crash """
self.logger.warn('Bye!')
sys.exit(self.exit())
|
def _std ( self , x ) : return np . nanstd ( x . values , ddof = self . _ddof )
| 1 |
python scipy standard deviation
|
Compute standard deviation with ddof degrees of freedom
|
cosqa-train-13947
|
def _std(self,x):
"""
Compute standard deviation with ddof degrees of freedom
"""
return np.nanstd(x.values,ddof=self._ddof)
|
def _re_raise_as ( NewExc , * args , * * kw ) : etype , val , tb = sys . exc_info ( ) raise NewExc ( * args , * * kw ) , None , tb
| 0 |
how to raise a python
|
Raise a new exception using the preserved traceback of the last one .
|
cosqa-train-13948
|
def _re_raise_as(NewExc, *args, **kw):
"""Raise a new exception using the preserved traceback of the last one."""
etype, val, tb = sys.exc_info()
raise NewExc(*args, **kw), None, tb
|
def aug_sysargv ( cmdstr ) : import shlex argv = shlex . split ( cmdstr ) sys . argv . extend ( argv )
| 1 |
python script arguents in vs
|
DEBUG FUNC modify argv to look like you ran a command
|
cosqa-train-13949
|
def aug_sysargv(cmdstr):
""" DEBUG FUNC modify argv to look like you ran a command """
import shlex
argv = shlex.split(cmdstr)
sys.argv.extend(argv)
|
def get_randomized_guid_sample ( self , item_count ) : dataset = self . get_whitelist ( ) random . shuffle ( dataset ) return dataset [ : item_count ]
| 1 |
how to randomize items in a list in python
|
Fetch a subset of randomzied GUIDs from the whitelist
|
cosqa-train-13950
|
def get_randomized_guid_sample(self, item_count):
""" Fetch a subset of randomzied GUIDs from the whitelist """
dataset = self.get_whitelist()
random.shuffle(dataset)
return dataset[:item_count]
|
def isInteractive ( ) : if sys . stdout . isatty ( ) and os . name != 'nt' : #Hopefully everything but ms supports '\r' try : import threading except ImportError : return False else : return True else : return False
| 0 |
python script mode bug interactive mode work
|
A basic check of if the program is running in interactive mode
|
cosqa-train-13951
|
def isInteractive():
"""
A basic check of if the program is running in interactive mode
"""
if sys.stdout.isatty() and os.name != 'nt':
#Hopefully everything but ms supports '\r'
try:
import threading
except ImportError:
return False
else:
return True
else:
return False
|
def rand_elem ( seq , n = None ) : return map ( random . choice , repeat ( seq , n ) if n is not None else repeat ( seq ) )
| 1 |
how to randomly generate elements in python
|
returns a random element from seq n times . If n is None it continues indefinitly
|
cosqa-train-13952
|
def rand_elem(seq, n=None):
"""returns a random element from seq n times. If n is None, it continues indefinitly"""
return map(random.choice, repeat(seq, n) if n is not None else repeat(seq))
|
def cpp_prog_builder ( build_context , target ) : yprint ( build_context . conf , 'Build CppProg' , target ) workspace_dir = build_context . get_workspace ( 'CppProg' , target . name ) build_cpp ( build_context , target , target . compiler_config , workspace_dir )
| 1 |
python script to compile c++ program
|
Build a C ++ binary executable
|
cosqa-train-13953
|
def cpp_prog_builder(build_context, target):
"""Build a C++ binary executable"""
yprint(build_context.conf, 'Build CppProg', target)
workspace_dir = build_context.get_workspace('CppProg', target.name)
build_cpp(build_context, target, target.compiler_config, workspace_dir)
|
def read_dict_from_file ( file_path ) : with open ( file_path ) as file : lines = file . read ( ) . splitlines ( ) obj = { } for line in lines : key , value = line . split ( ':' , maxsplit = 1 ) obj [ key ] = eval ( value ) return obj
| 1 |
how to read a text file and return a dictionary in python
|
Read a dictionary of strings from a file
|
cosqa-train-13954
|
def read_dict_from_file(file_path):
"""
Read a dictionary of strings from a file
"""
with open(file_path) as file:
lines = file.read().splitlines()
obj = {}
for line in lines:
key, value = line.split(':', maxsplit=1)
obj[key] = eval(value)
return obj
|
def CleanseComments ( line ) : commentpos = line . find ( '//' ) if commentpos != - 1 and not IsCppString ( line [ : commentpos ] ) : line = line [ : commentpos ] . rstrip ( ) # get rid of /* ... */ return _RE_PATTERN_CLEANSE_LINE_C_COMMENTS . sub ( '' , line )
| 1 |
python script to replace c++ comment line
|
Removes // - comments and single - line C - style / * * / comments .
|
cosqa-train-13955
|
def CleanseComments(line):
"""Removes //-comments and single-line C-style /* */ comments.
Args:
line: A line of C++ source.
Returns:
The line with single-line comments removed.
"""
commentpos = line.find('//')
if commentpos != -1 and not IsCppString(line[:commentpos]):
line = line[:commentpos].rstrip()
# get rid of /* ... */
return _RE_PATTERN_CLEANSE_LINE_C_COMMENTS.sub('', line)
|
def read_dict_from_file ( file_path ) : with open ( file_path ) as file : lines = file . read ( ) . splitlines ( ) obj = { } for line in lines : key , value = line . split ( ':' , maxsplit = 1 ) obj [ key ] = eval ( value ) return obj
| 1 |
how to read a text file in as a dictionary python
|
Read a dictionary of strings from a file
|
cosqa-train-13956
|
def read_dict_from_file(file_path):
"""
Read a dictionary of strings from a file
"""
with open(file_path) as file:
lines = file.read().splitlines()
obj = {}
for line in lines:
key, value = line.split(':', maxsplit=1)
obj[key] = eval(value)
return obj
|
def get_login_credentials ( args ) : if not args . username : args . username = raw_input ( "Enter Username: " ) if not args . password : args . password = getpass . getpass ( "Enter Password: " )
| 1 |
python scripts incorporate credentials
|
Gets the login credentials from the user if not specified while invoking the script .
|
cosqa-train-13957
|
def get_login_credentials(args):
"""
Gets the login credentials from the user, if not specified while invoking
the script.
@param args: arguments provided to the script.
"""
if not args.username:
args.username = raw_input("Enter Username: ")
if not args.password:
args.password = getpass.getpass("Enter Password: ")
|
def read_dict_from_file ( file_path ) : with open ( file_path ) as file : lines = file . read ( ) . splitlines ( ) obj = { } for line in lines : key , value = line . split ( ':' , maxsplit = 1 ) obj [ key ] = eval ( value ) return obj
| 1 |
how to read a text file into a dictionary in python
|
Read a dictionary of strings from a file
|
cosqa-train-13958
|
def read_dict_from_file(file_path):
"""
Read a dictionary of strings from a file
"""
with open(file_path) as file:
lines = file.read().splitlines()
obj = {}
for line in lines:
key, value = line.split(':', maxsplit=1)
obj[key] = eval(value)
return obj
|
def timespan ( start_time ) : timespan = datetime . datetime . now ( ) - start_time timespan_ms = timespan . total_seconds ( ) * 1000 return timespan_ms
| 1 |
python seconds elapsed to timespan
|
Return time in milliseconds from start_time
|
cosqa-train-13959
|
def timespan(start_time):
"""Return time in milliseconds from start_time"""
timespan = datetime.datetime.now() - start_time
timespan_ms = timespan.total_seconds() * 1000
return timespan_ms
|
def get_code ( module ) : fp = open ( module . path ) try : return compile ( fp . read ( ) , str ( module . name ) , 'exec' ) finally : fp . close ( )
| 0 |
how to read compiled python
|
Compile and return a Module s code object .
|
cosqa-train-13960
|
def get_code(module):
"""
Compile and return a Module's code object.
"""
fp = open(module.path)
try:
return compile(fp.read(), str(module.name), 'exec')
finally:
fp.close()
|
def selectnotnone ( table , field , complement = False ) : return select ( table , field , lambda v : v is not None , complement = complement )
| 0 |
python select at least one column not null
|
Select rows where the given field is not None .
|
cosqa-train-13961
|
def selectnotnone(table, field, complement=False):
"""Select rows where the given field is not `None`."""
return select(table, field, lambda v: v is not None,
complement=complement)
|
def _read_json_file ( self , json_file ) : self . log . debug ( "Reading '%s' JSON file..." % json_file ) with open ( json_file , 'r' ) as f : return json . load ( f , object_pairs_hook = OrderedDict )
| 1 |
how to read json files with multiple object python
|
Helper function to read JSON file as OrderedDict
|
cosqa-train-13962
|
def _read_json_file(self, json_file):
""" Helper function to read JSON file as OrderedDict """
self.log.debug("Reading '%s' JSON file..." % json_file)
with open(json_file, 'r') as f:
return json.load(f, object_pairs_hook=OrderedDict)
|
def selectnotnone ( table , field , complement = False ) : return select ( table , field , lambda v : v is not None , complement = complement )
| 1 |
python select cases that are not null
|
Select rows where the given field is not None .
|
cosqa-train-13963
|
def selectnotnone(table, field, complement=False):
"""Select rows where the given field is not `None`."""
return select(table, field, lambda v: v is not None,
complement=complement)
|
def read_key ( self , key , bucket_name = None ) : obj = self . get_key ( key , bucket_name ) return obj . get ( ) [ 'Body' ] . read ( ) . decode ( 'utf-8' )
| 1 |
how to read s3 files in python with access keys
|
Reads a key from S3
|
cosqa-train-13964
|
def read_key(self, key, bucket_name=None):
"""
Reads a key from S3
:param key: S3 key that will point to the file
:type key: str
:param bucket_name: Name of the bucket in which the file is stored
:type bucket_name: str
"""
obj = self.get_key(key, bucket_name)
return obj.get()['Body'].read().decode('utf-8')
|
def selectnotin ( table , field , value , complement = False ) : return select ( table , field , lambda v : v not in value , complement = complement )
| 1 |
python select column not in
|
Select rows where the given field is not a member of the given value .
|
cosqa-train-13965
|
def selectnotin(table, field, value, complement=False):
"""Select rows where the given field is not a member of the given value."""
return select(table, field, lambda v: v not in value,
complement=complement)
|
def wget ( url ) : import urllib . parse request = urllib . request . urlopen ( url ) filestring = request . read ( ) return filestring
| 1 |
how to read the file from internet in python
|
Download the page into a string
|
cosqa-train-13966
|
def wget(url):
"""
Download the page into a string
"""
import urllib.parse
request = urllib.request.urlopen(url)
filestring = request.read()
return filestring
|
def get_last ( self , table = None ) : if table is None : table = self . main_table query = 'SELECT * FROM "%s" ORDER BY ROWID DESC LIMIT 1;' % table return self . own_cursor . execute ( query ) . fetchone ( )
| 1 |
python select last row in mysql
|
Just the last entry .
|
cosqa-train-13967
|
def get_last(self, table=None):
"""Just the last entry."""
if table is None: table = self.main_table
query = 'SELECT * FROM "%s" ORDER BY ROWID DESC LIMIT 1;' % table
return self.own_cursor.execute(query).fetchone()
|
def get_active_window ( self ) : app = get_app ( ) try : return self . _active_window_for_cli [ app ] except KeyError : self . _active_window_for_cli [ app ] = self . _last_active_window or self . windows [ 0 ] return self . windows [ 0 ]
| 1 |
how to read what the active window is currently with python
|
The current active : class : . Window .
|
cosqa-train-13968
|
def get_active_window(self):
"""
The current active :class:`.Window`.
"""
app = get_app()
try:
return self._active_window_for_cli[app]
except KeyError:
self._active_window_for_cli[app] = self._last_active_window or self.windows[0]
return self.windows[0]
|
def date ( start , end ) : stime = date_to_timestamp ( start ) etime = date_to_timestamp ( end ) ptime = stime + random . random ( ) * ( etime - stime ) return datetime . date . fromtimestamp ( ptime )
| 1 |
python select random date between two dates
|
Get a random date between two dates
|
cosqa-train-13969
|
def date(start, end):
"""Get a random date between two dates"""
stime = date_to_timestamp(start)
etime = date_to_timestamp(end)
ptime = stime + random.random() * (etime - stime)
return datetime.date.fromtimestamp(ptime)
|
def load_yaml ( filepath ) : with open ( filepath ) as f : txt = f . read ( ) return yaml . load ( txt )
| 1 |
how to read yaml file in python
|
Convenience function for loading yaml - encoded data from disk .
|
cosqa-train-13970
|
def load_yaml(filepath):
"""Convenience function for loading yaml-encoded data from disk."""
with open(filepath) as f:
txt = f.read()
return yaml.load(txt)
|
def get_randomized_guid_sample ( self , item_count ) : dataset = self . get_whitelist ( ) random . shuffle ( dataset ) return dataset [ : item_count ]
| 1 |
python select random items from sample
|
Fetch a subset of randomzied GUIDs from the whitelist
|
cosqa-train-13971
|
def get_randomized_guid_sample(self, item_count):
""" Fetch a subset of randomzied GUIDs from the whitelist """
dataset = self.get_whitelist()
random.shuffle(dataset)
return dataset[:item_count]
|
def main ( ) : time . sleep ( 1 ) with Input ( ) as input_generator : for e in input_generator : print ( repr ( e ) )
| 1 |
how to record each itteration of an event in python
|
Ideally we shouldn t lose the first second of events
|
cosqa-train-13972
|
def main():
"""Ideally we shouldn't lose the first second of events"""
time.sleep(1)
with Input() as input_generator:
for e in input_generator:
print(repr(e))
|
def selectin ( table , field , value , complement = False ) : return select ( table , field , lambda v : v in value , complement = complement )
| 1 |
python select rows isin not
|
Select rows where the given field is a member of the given value .
|
cosqa-train-13973
|
def selectin(table, field, value, complement=False):
"""Select rows where the given field is a member of the given value."""
return select(table, field, lambda v: v in value,
complement=complement)
|
def redirect_output ( fileobj ) : old = sys . stdout sys . stdout = fileobj try : yield fileobj finally : sys . stdout = old
| 1 |
how to redirect stdout to a file in python
|
Redirect standard out to file .
|
cosqa-train-13974
|
def redirect_output(fileobj):
"""Redirect standard out to file."""
old = sys.stdout
sys.stdout = fileobj
try:
yield fileobj
finally:
sys.stdout = old
|
def process_kill ( pid , sig = None ) : sig = sig or signal . SIGTERM os . kill ( pid , sig )
| 1 |
python send a signal to a process
|
Send signal to process .
|
cosqa-train-13975
|
def process_kill(pid, sig=None):
"""Send signal to process.
"""
sig = sig or signal.SIGTERM
os.kill(pid, sig)
|
def append_pdf ( input_pdf : bytes , output_writer : PdfFileWriter ) : append_memory_pdf_to_writer ( input_pdf = input_pdf , writer = output_writer )
| 1 |
how to reduce file size with pdfpages in python
|
Appends a PDF to a pyPDF writer . Legacy interface .
|
cosqa-train-13976
|
def append_pdf(input_pdf: bytes, output_writer: PdfFileWriter):
"""
Appends a PDF to a pyPDF writer. Legacy interface.
"""
append_memory_pdf_to_writer(input_pdf=input_pdf,
writer=output_writer)
|
def _send ( self , data ) : if not self . _sock : self . connect ( ) self . _do_send ( data )
| 1 |
python send data to statsd
|
Send data to statsd .
|
cosqa-train-13977
|
def _send(self, data):
"""Send data to statsd."""
if not self._sock:
self.connect()
self._do_send(data)
|
def type ( self ) : if self is FeatureType . TIMESTAMP : return list if self is FeatureType . BBOX : return BBox return dict
| 1 |
how to refer to specific types in python
|
Returns type of the data for the given FeatureType .
|
cosqa-train-13978
|
def type(self):
"""Returns type of the data for the given FeatureType."""
if self is FeatureType.TIMESTAMP:
return list
if self is FeatureType.BBOX:
return BBox
return dict
|
def send ( self , data ) : self . stdin . write ( data ) self . stdin . flush ( )
| 0 |
python send input to subprocess
|
Send data to the child process through .
|
cosqa-train-13979
|
def send(self, data):
"""
Send data to the child process through.
"""
self.stdin.write(data)
self.stdin.flush()
|
def strip_html ( string , keep_tag_content = False ) : r = HTML_TAG_ONLY_RE if keep_tag_content else HTML_RE return r . sub ( '' , string )
| 1 |
how to remove all html tags from text in [python
|
Remove html code contained into the given string .
|
cosqa-train-13980
|
def strip_html(string, keep_tag_content=False):
"""
Remove html code contained into the given string.
:param string: String to manipulate.
:type string: str
:param keep_tag_content: True to preserve tag content, False to remove tag and its content too (default).
:type keep_tag_content: bool
:return: String with html removed.
:rtype: str
"""
r = HTML_TAG_ONLY_RE if keep_tag_content else HTML_RE
return r.sub('', string)
|
def send_post ( self , url , data , remove_header = None ) : return self . send_request ( method = "post" , url = url , data = data , remove_header = remove_header )
| 1 |
python send post request without response
|
Send a POST request
|
cosqa-train-13981
|
def send_post(self, url, data, remove_header=None):
""" Send a POST request
"""
return self.send_request(method="post", url=url, data=data, remove_header=remove_header)
|
def dedupe_list ( seq ) : seen = set ( ) return [ x for x in seq if not ( x in seen or seen . add ( x ) ) ]
| 1 |
how to remove all repetition in list python
|
Utility function to remove duplicates from a list : param seq : The sequence ( list ) to deduplicate : return : A list with original duplicates removed
|
cosqa-train-13982
|
def dedupe_list(seq):
"""
Utility function to remove duplicates from a list
:param seq: The sequence (list) to deduplicate
:return: A list with original duplicates removed
"""
seen = set()
return [x for x in seq if not (x in seen or seen.add(x))]
|
def serialize_me ( self , account , bucket_details ) : return self . dumps ( { "account" : account , "detail" : { "request_parameters" : { "bucket_name" : bucket_details [ "Name" ] , "creation_date" : bucket_details [ "CreationDate" ] . replace ( tzinfo = None , microsecond = 0 ) . isoformat ( ) + "Z" } } } ) . data
| 1 |
python serialize aws event data
|
Serializes the JSON for the Polling Event Model .
|
cosqa-train-13983
|
def serialize_me(self, account, bucket_details):
"""Serializes the JSON for the Polling Event Model.
:param account:
:param bucket_details:
:return:
"""
return self.dumps({
"account": account,
"detail": {
"request_parameters": {
"bucket_name": bucket_details["Name"],
"creation_date": bucket_details["CreationDate"].replace(
tzinfo=None, microsecond=0).isoformat() + "Z"
}
}
}).data
|
def _remove_blank ( l ) : ret = [ ] for i , _ in enumerate ( l ) : if l [ i ] == 0 : break ret . append ( l [ i ] ) return ret
| 1 |
how to remove all zeros from a list python
|
Removes trailing zeros in the list of integers and returns a new list of integers
|
cosqa-train-13984
|
def _remove_blank(l):
""" Removes trailing zeros in the list of integers and returns a new list of integers"""
ret = []
for i, _ in enumerate(l):
if l[i] == 0:
break
ret.append(l[i])
return ret
|
def stop ( self , reason = None ) : self . logger . info ( 'stopping' ) self . loop . stop ( pyev . EVBREAK_ALL )
| 0 |
python service stop event
|
Shutdown the service with a reason .
|
cosqa-train-13985
|
def stop(self, reason=None):
"""Shutdown the service with a reason."""
self.logger.info('stopping')
self.loop.stop(pyev.EVBREAK_ALL)
|
def remove_instance ( self , item ) : self . instances . remove ( item ) self . remove_item ( item )
| 1 |
how to remove an object from list python
|
Remove instance from model
|
cosqa-train-13986
|
def remove_instance(self, item):
"""Remove `instance` from model"""
self.instances.remove(item)
self.remove_item(item)
|
def _session_set ( self , key , value ) : self . session [ self . _session_key ( key ) ] = value
| 1 |
python set flask session variable
|
Saves a value to session .
|
cosqa-train-13987
|
def _session_set(self, key, value):
"""
Saves a value to session.
"""
self.session[self._session_key(key)] = value
|
def border ( self ) : border_array = self . bitmap - self . inner . bitmap return Region ( border_array )
| 1 |
how to remove border in image in python
|
Region formed by taking border elements .
|
cosqa-train-13988
|
def border(self):
"""Region formed by taking border elements.
:returns: :class:`jicimagelib.region.Region`
"""
border_array = self.bitmap - self.inner.bitmap
return Region(border_array)
|
def set_json_item ( key , value ) : data = get_json ( ) data [ key ] = value request = get_request ( ) request [ "BODY" ] = json . dumps ( data )
| 1 |
python set json value as variable
|
manipulate json data on the fly
|
cosqa-train-13989
|
def set_json_item(key, value):
""" manipulate json data on the fly
"""
data = get_json()
data[key] = value
request = get_request()
request["BODY"] = json.dumps(data)
|
def clean_df ( df , fill_nan = True , drop_empty_columns = True ) : if fill_nan : df = df . fillna ( value = np . nan ) if drop_empty_columns : df = df . dropna ( axis = 1 , how = 'all' ) return df . sort_index ( )
| 1 |
how to remove nan from columns in python
|
Clean a pandas dataframe by : 1 . Filling empty values with Nan 2 . Dropping columns with all empty values
|
cosqa-train-13990
|
def clean_df(df, fill_nan=True, drop_empty_columns=True):
"""Clean a pandas dataframe by:
1. Filling empty values with Nan
2. Dropping columns with all empty values
Args:
df: Pandas DataFrame
fill_nan (bool): If any empty values (strings, None, etc) should be replaced with NaN
drop_empty_columns (bool): If columns whose values are all empty should be dropped
Returns:
DataFrame: cleaned DataFrame
"""
if fill_nan:
df = df.fillna(value=np.nan)
if drop_empty_columns:
df = df.dropna(axis=1, how='all')
return df.sort_index()
|
def _updateTabStopWidth ( self ) : self . setTabStopWidth ( self . fontMetrics ( ) . width ( ' ' * self . _indenter . width ) )
| 0 |
python set tab spacing
|
Update tabstop width after font or indentation changed
|
cosqa-train-13991
|
def _updateTabStopWidth(self):
"""Update tabstop width after font or indentation changed
"""
self.setTabStopWidth(self.fontMetrics().width(' ' * self._indenter.width))
|
def dict_keys_without_hyphens ( a_dict ) : return dict ( ( key . replace ( '-' , '_' ) , val ) for key , val in a_dict . items ( ) )
| 0 |
how to remove words and create acronyms using python
|
Return the a new dict with underscores instead of hyphens in keys .
|
cosqa-train-13992
|
def dict_keys_without_hyphens(a_dict):
"""Return the a new dict with underscores instead of hyphens in keys."""
return dict(
(key.replace('-', '_'), val) for key, val in a_dict.items())
|
def empty ( self , start = None , stop = None ) : self . set ( NOT_SET , start = start , stop = stop )
| 1 |
python set to rangeindex
|
Empty the range from start to stop .
|
cosqa-train-13993
|
def empty(self, start=None, stop=None):
"""Empty the range from start to stop.
Like delete, but no Error is raised if the entire range isn't mapped.
"""
self.set(NOT_SET, start=start, stop=stop)
|
def replace_all ( filepath , searchExp , replaceExp ) : for line in fileinput . input ( filepath , inplace = 1 ) : if searchExp in line : line = line . replace ( searchExp , replaceExp ) sys . stdout . write ( line )
| 1 |
how to replace a line in a file using python matching string
|
Replace all the ocurrences ( in a file ) of a string with another value .
|
cosqa-train-13994
|
def replace_all(filepath, searchExp, replaceExp):
"""
Replace all the ocurrences (in a file) of a string with another value.
"""
for line in fileinput.input(filepath, inplace=1):
if searchExp in line:
line = line.replace(searchExp, replaceExp)
sys.stdout.write(line)
|
def _top ( self ) : # Goto top of the list self . top . body . focus_position = 2 if self . compact is False else 0 self . top . keypress ( self . size , "" )
| 1 |
python set top most window
|
g
|
cosqa-train-13995
|
def _top(self):
""" g """
# Goto top of the list
self.top.body.focus_position = 2 if self.compact is False else 0
self.top.keypress(self.size, "")
|
def replace_all ( filepath , searchExp , replaceExp ) : for line in fileinput . input ( filepath , inplace = 1 ) : if searchExp in line : line = line . replace ( searchExp , replaceExp ) sys . stdout . write ( line )
| 1 |
how to replace a specific word in python file handling
|
Replace all the ocurrences ( in a file ) of a string with another value .
|
cosqa-train-13996
|
def replace_all(filepath, searchExp, replaceExp):
"""
Replace all the ocurrences (in a file) of a string with another value.
"""
for line in fileinput.input(filepath, inplace=1):
if searchExp in line:
line = line.replace(searchExp, replaceExp)
sys.stdout.write(line)
|
def move_datetime_year ( dt , direction , num_shifts ) : delta = relativedelta ( years = + num_shifts ) return _move_datetime ( dt , direction , delta )
| 1 |
python set year for datetime object
|
Move datetime 1 year in the chosen direction . unit is a no - op to keep the API the same as the day case
|
cosqa-train-13997
|
def move_datetime_year(dt, direction, num_shifts):
"""
Move datetime 1 year in the chosen direction.
unit is a no-op, to keep the API the same as the day case
"""
delta = relativedelta(years=+num_shifts)
return _move_datetime(dt, direction, delta)
|
def mock_decorator ( * args , * * kwargs ) : def _called_decorator ( dec_func ) : @ wraps ( dec_func ) def _decorator ( * args , * * kwargs ) : return dec_func ( ) return _decorator return _called_decorator
| 1 |
how to replace database call of a function in python mock
|
Mocked decorator needed in the case we need to mock a decorator
|
cosqa-train-13998
|
def mock_decorator(*args, **kwargs):
"""Mocked decorator, needed in the case we need to mock a decorator"""
def _called_decorator(dec_func):
@wraps(dec_func)
def _decorator(*args, **kwargs):
return dec_func()
return _decorator
return _called_decorator
|
def print_fatal_results ( results , level = 0 ) : print_level ( logger . critical , _RED + "[X] Fatal Error: %s" , level , results . error )
| 1 |
python setlevel how to only record error
|
Print fatal errors that occurred during validation runs .
|
cosqa-train-13999
|
def print_fatal_results(results, level=0):
"""Print fatal errors that occurred during validation runs.
"""
print_level(logger.critical, _RED + "[X] Fatal Error: %s", level, results.error)
|
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