kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def draw_dithered_color(cb, x, y, palette, dither, n, n_max, crosshairs_coord=None): """ Draws a dithered color block on the terminal, given a palette. :type cb: cursebox.CurseBox """ i = n * (len(palette) - 1) / n_max c1 = palette[int(math.floor(i))] c2 = palette[int(math.ceil(i))] valu...	[ "def", "draw_dithered_color", "(", "cb", ",", "x", ",", "y", ",", "palette", ",", "dither", ",", "n", ",", "n_max", ",", "crosshairs_coord", "=", "None", ")", ":", "i", "=", "n", "*", "(", "len", "(", "palette", ")", "-", "1", ")", "/", "n_max", ...	35.192308	15.269231
def gelu(x): """Gaussian Error Linear Unit. This is a smoother version of the RELU. Original paper: https://arxiv.org/abs/1606.08415 Args: x: float Tensor to perform activation. Returns: x with the GELU activation applied. """ cdf = 0.5 * (1.0 + tf.tanh( (np.sqrt(2 / np.pi) * (x + 0.04471...	[ "def", "gelu", "(", "x", ")", ":", "cdf", "=", "0.5", "", "(", "1.0", "+", "tf", ".", "tanh", "(", "(", "np", ".", "sqrt", "(", "2", "/", "np", ".", "pi", ")", "", "(", "x", "+", "0.044715", "*", "tf", ".", "pow", "(", "x", ",", "3", ...	22.866667	18.666667
def makeCustomSpecificationsMapping(func): ''' Creates the "pickleable" dictionary that will be used with :data:`~exhale.configs.customSpecificationsMapping` supplied to ``exhale_args`` in your ``conf.py``. Parameters ``func`` (types.FunctionType) A callable function that ta...	[ "def", "makeCustomSpecificationsMapping", "(", "func", ")", ":", "# Make sure they gave us a function", "if", "not", "isinstance", "(", "func", ",", "types", ".", "FunctionType", ")", ":", "raise", "ValueError", "(", "\"The input to exhale.util.makeCustomSpecificationsMappi...	39.2	25.9
def split_unbalanced(chunks): """Return (unbalanced_start, balanced, unbalanced_end), where each is a list of text and tag chunks. unbalanced_start is a list of all the tags that are opened, but not closed in this span. Similarly, unbalanced_end is a list of tags that are closed but were not opene...	[ "def", "split_unbalanced", "(", "chunks", ")", ":", "start", "=", "[", "]", "end", "=", "[", "]", "tag_stack", "=", "[", "]", "balanced", "=", "[", "]", "for", "chunk", "in", "chunks", ":", "if", "not", "chunk", ".", "startswith", "(", "'<'", ")", ...	35.512821	15.128205
def watch(project_path, output_path, host='0.0.0.0', port=8000, min_reload_time=2.0, open_browser=True, safe_mode=False, error_context=None): """Watches the given project path for filesystem changes, and automatically rebuilds the project when changes are detected. Also serves an HTTP server on the gi...	[ "def", "watch", "(", "project_path", ",", "output_path", ",", "host", "=", "'0.0.0.0'", ",", "port", "=", "8000", ",", "min_reload_time", "=", "2.0", ",", "open_browser", "=", "True", ",", "safe_mode", "=", "False", ",", "error_context", "=", "None", ")", ...	44.836364	25.236364
def check_status(content, response): """ Check the response that is returned for known exceptions and errors. :param response: Response that is returned from the call. :raise: MalformedRequestException if `response.status` is 400 UnauthorisedException if `response.statu...	[ "def", "check_status", "(", "content", ",", "response", ")", ":", "if", "response", ".", "status", "==", "400", ":", "raise", "MalformedRequestException", "(", "content", ",", "response", ")", "if", "response", ".", "status", "==", "401", ":", "raise", "Un...	37.147059	19.5
def sortByColumn(self, index, direction): """ Sorts the data for this widget based on the inputed index & direction. :param index \| <int> direction \| <Qt.SortOrder """ if self.isPaged() and not self.isFullyLoaded(): self.reord...	[ "def", "sortByColumn", "(", "self", ",", "index", ",", "direction", ")", ":", "if", "self", ".", "isPaged", "(", ")", "and", "not", "self", ".", "isFullyLoaded", "(", ")", ":", "self", ".", "reorder", "(", "index", ",", "direction", ")", "else", ":",...	37.909091	14.454545
def _validate_bagittxt(self): """ Verify that bagit.txt conforms to specification """ bagit_file_path = os.path.join(self.path, "bagit.txt") with open(bagit_file_path, 'r') as bagit_file: first_line = bagit_file.readline() if first_line.startswith(BOM): ...	[ "def", "_validate_bagittxt", "(", "self", ")", ":", "bagit_file_path", "=", "os", ".", "path", ".", "join", "(", "self", ".", "path", ",", "\"bagit.txt\"", ")", "with", "open", "(", "bagit_file_path", ",", "'r'", ")", "as", "bagit_file", ":", "first_line",...	44.222222	13.111111
def write(self, content=None): """ Write report to file. Parameters ---------- content: str 'summary', 'extended', 'powerflow' """ if self.system.files.no_output is True: return t, _ = elapsed() if not content: ...	[ "def", "write", "(", "self", ",", "content", "=", "None", ")", ":", "if", "self", ".", "system", ".", "files", ".", "no_output", "is", "True", ":", "return", "t", ",", "_", "=", "elapsed", "(", ")", "if", "not", "content", ":", "logger", ".", "wa...	33.344828	18.413793
def start_server(self): """start the selenium Remote Server.""" self.__subp = subprocess.Popen(self.command) #print("\tselenium jar pid[%s] is running." %self.__subp.pid) time.sleep(2)	[ "def", "start_server", "(", "self", ")", ":", "self", ".", "__subp", "=", "subprocess", ".", "Popen", "(", "self", ".", "command", ")", "#print(\"\\tselenium jar pid[%s] is running.\" %self.__subp.pid) \r", "time", ".", "sleep", "(", "2", ")" ]	48	18.8
def _handle_paired_with(self, paired_with): '''Handle input option paired_with''' if paired_with is None or not paired_with: var_name = [] var_value = [] elif isinstance(paired_with, str): var_name = ['_' + paired_with] if paired_with not in env.so...	[ "def", "_handle_paired_with", "(", "self", ",", "paired_with", ")", ":", "if", "paired_with", "is", "None", "or", "not", "paired_with", ":", "var_name", "=", "[", "]", "var_value", "=", "[", "]", "elif", "isinstance", "(", "paired_with", ",", "str", ")", ...	41.264706	13.441176
async def mget(self, keys, args): """ Returns a list of values ordered identically to ``keys`` """ args = list_or_args(keys, args) return await self.execute_command('MGET', args)	[ "async", "def", "mget", "(", "self", ",", "keys", ",", "", "args", ")", ":", "args", "=", "list_or_args", "(", "keys", ",", "args", ")", "return", "await", "self", ".", "execute_command", "(", "'MGET'", ",", "", "args", ")" ]	35.833333	7.833333
def impute_dataframe_zero(df_impute): """ Replaces all ``NaNs``, ``-infs`` and ``+infs`` from the DataFrame `df_impute` with 0s. The `df_impute` will be modified in place. All its columns will be into converted into dtype ``np.float64``. :param df_impute: DataFrame to impute :type df_impute: pandas...	[ "def", "impute_dataframe_zero", "(", "df_impute", ")", ":", "df_impute", ".", "replace", "(", "[", "np", ".", "PINF", ",", "np", ".", "NINF", "]", ",", "0", ",", "inplace", "=", "True", ")", "df_impute", ".", "fillna", "(", "0", ",", "inplace", "=", ...	33.5	18.944444
def new(self, bytes_to_skip): # type: (int) -> None ''' Create a new Rock Ridge Sharing Protocol record. Parameters: bytes_to_skip - The number of bytes to skip. Returns: Nothing. ''' if self._initialized: raise pycdlibexception.PyCdl...	[ "def", "new", "(", "self", ",", "bytes_to_skip", ")", ":", "# type: (int) -> None", "if", "self", ".", "_initialized", ":", "raise", "pycdlibexception", ".", "PyCdlibInternalError", "(", "'SP record already initialized!'", ")", "self", ".", "bytes_to_skip", "=", "by...	28.8	21.733333

def draw_dithered_color(cb, x, y, palette, dither, n, n_max, crosshairs_coord=None): """ Draws a dithered color block on the terminal, given a palette. :type cb: cursebox.CurseBox """ i = n * (len(palette) - 1) / n_max c1 = palette[int(math.floor(i))] c2 = palette[int(math.ceil(i))] valu...

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35.192308

15.269231

def gelu(x): """Gaussian Error Linear Unit. This is a smoother version of the RELU. Original paper: https://arxiv.org/abs/1606.08415 Args: x: float Tensor to perform activation. Returns: x with the GELU activation applied. """ cdf = 0.5 * (1.0 + tf.tanh( (np.sqrt(2 / np.pi) * (x + 0.04471...

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22.866667

18.666667

def makeCustomSpecificationsMapping(func): ''' Creates the "pickleable" dictionary that will be used with :data:`~exhale.configs.customSpecificationsMapping` supplied to ``exhale_args`` in your ``conf.py``. **Parameters** ``func`` (types.FunctionType) A callable function that ta...

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39.2

25.9

def split_unbalanced(chunks): """Return (unbalanced_start, balanced, unbalanced_end), where each is a list of text and tag chunks. unbalanced_start is a list of all the tags that are opened, but not closed in this span. Similarly, unbalanced_end is a list of tags that are closed but were not opene...

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35.512821

15.128205

def watch(project_path, output_path, host='0.0.0.0', port=8000, min_reload_time=2.0, open_browser=True, safe_mode=False, error_context=None): """Watches the given project path for filesystem changes, and automatically rebuilds the project when changes are detected. Also serves an HTTP server on the gi...

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44.836364

25.236364

def check_status(content, response): """ Check the response that is returned for known exceptions and errors. :param response: Response that is returned from the call. :raise: MalformedRequestException if `response.status` is 400 UnauthorisedException if `response.statu...

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37.147059

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def sortByColumn(self, index, direction): """ Sorts the data for this widget based on the inputed index & direction. :param index | <int> direction | <Qt.SortOrder """ if self.isPaged() and not self.isFullyLoaded(): self.reord...

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37.909091

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def _validate_bagittxt(self): """ Verify that bagit.txt conforms to specification """ bagit_file_path = os.path.join(self.path, "bagit.txt") with open(bagit_file_path, 'r') as bagit_file: first_line = bagit_file.readline() if first_line.startswith(BOM): ...

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44.222222

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def write(self, content=None): """ Write report to file. Parameters ---------- content: str 'summary', 'extended', 'powerflow' """ if self.system.files.no_output is True: return t, _ = elapsed() if not content: ...

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33.344828

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def start_server(self): """start the selenium Remote Server.""" self.__subp = subprocess.Popen(self.command) #print("\tselenium jar pid[%s] is running." %self.__subp.pid) time.sleep(2)

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48

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def _handle_paired_with(self, paired_with): '''Handle input option paired_with''' if paired_with is None or not paired_with: var_name = [] var_value = [] elif isinstance(paired_with, str): var_name = ['_' + paired_with] if paired_with not in env.so...

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41.264706

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async def mget(self, keys, *args): """ Returns a list of values ordered identically to ``keys`` """ args = list_or_args(keys, args) return await self.execute_command('MGET', *args)

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35.833333

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def impute_dataframe_zero(df_impute): """ Replaces all ``NaNs``, ``-infs`` and ``+infs`` from the DataFrame `df_impute` with 0s. The `df_impute` will be modified in place. All its columns will be into converted into dtype ``np.float64``. :param df_impute: DataFrame to impute :type df_impute: pandas...

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33.5

18.944444

def new(self, bytes_to_skip): # type: (int) -> None ''' Create a new Rock Ridge Sharing Protocol record. Parameters: bytes_to_skip - The number of bytes to skip. Returns: Nothing. ''' if self._initialized: raise pycdlibexception.PyCdl...

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28.8

21.733333