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vsjha18/nsetools
nse.py
https://github.com/vsjha18/nsetools/blob/c306b568471701c19195d2f17e112cc92022d3e0/nse.py#L434-L448
def download_bhavcopy(self, d): """returns bhavcopy as csv file.""" # ex_url = "https://www.nseindia.com/content/historical/EQUITIES/2011/NOV/cm08NOV2011bhav.csv.zip" url = self.get_bhavcopy_url(d) filename = self.get_bhavcopy_filename(d) # response = requests.get(url, headers=se...
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returns bhavcopy as csv file.
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python
train
saltstack/salt
salt/modules/cimc.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/modules/cimc.py#L55-L83
def activate_backup_image(reset=False): ''' Activates the firmware backup image. CLI Example: Args: reset(bool): Reset the CIMC device on activate. .. code-block:: bash salt '*' cimc.activate_backup_image salt '*' cimc.activate_backup_image reset=True ''' dn = "...
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Activates the firmware backup image. CLI Example: Args: reset(bool): Reset the CIMC device on activate. .. code-block:: bash salt '*' cimc.activate_backup_image salt '*' cimc.activate_backup_image reset=True
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python
train
tensorlayer/tensorlayer
tensorlayer/cost.py
https://github.com/tensorlayer/tensorlayer/blob/aa9e52e36c7058a7e6fd81d36563ca6850b21956/tensorlayer/cost.py#L639-L683
def maxnorm_o_regularizer(scale): """Max-norm output regularization removes the neurons of current layer. Returns a function that can be used to apply max-norm regularization to each column of weight matrix. The implementation follows `TensorFlow contrib <https://github.com/tensorflow/tensorflow/blob/master...
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Max-norm output regularization removes the neurons of current layer. Returns a function that can be used to apply max-norm regularization to each column of weight matrix. The implementation follows `TensorFlow contrib <https://github.com/tensorflow/tensorflow/blob/master/tensorflow/contrib/layers/python/layers/...
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python
valid
panzarino/mlbgame
mlbgame/__init__.py
https://github.com/panzarino/mlbgame/blob/0a2d10540de793fdc3b8476aa18f5cf3b53d0b54/mlbgame/__init__.py#L238-L242
def important_dates(year=None): """Return ImportantDates object that contains MLB important dates""" year = datetime.now().year if not year else year data = mlbgame.info.important_dates(year) return mlbgame.info.ImportantDates(data)
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Return ImportantDates object that contains MLB important dates
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python
train
sendgrid/sendgrid-python
sendgrid/helpers/mail/mail.py
https://github.com/sendgrid/sendgrid-python/blob/266c2abde7a35dfcce263e06bedc6a0bbdebeac9/sendgrid/helpers/mail/mail.py#L812-L818
def add_section(self, section): """A block section of code to be used as substitutions :param section: A block section of code to be used as substitutions :type section: Section """ self._sections = self._ensure_append(section, self._sections)
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A block section of code to be used as substitutions :param section: A block section of code to be used as substitutions :type section: Section
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python
train
ewiger/mlab
src/mlab/awmstools.py
https://github.com/ewiger/mlab/blob/72a98adf6499f548848ad44c604f74d68f07fe4f/src/mlab/awmstools.py#L907-L914
def iflatten(seq, isSeq=isSeq): r"""Like `flatten` but lazy.""" for elt in seq: if isSeq(elt): for x in iflatten(elt, isSeq): yield x else: yield elt
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r"""Like `flatten` but lazy.
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python
train
numenta/nupic
setup.py
https://github.com/numenta/nupic/blob/5922fafffdccc8812e72b3324965ad2f7d4bbdad/setup.py#L46-L62
def nupicBindingsPrereleaseInstalled(): """ Make an attempt to determine if a pre-release version of nupic.bindings is installed already. @return: boolean """ try: nupicDistribution = pkg_resources.get_distribution("nupic.bindings") if pkg_resources.parse_version(nupicDistribution.version).is_prere...
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Make an attempt to determine if a pre-release version of nupic.bindings is installed already. @return: boolean
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python
valid
mattharrison/rst2odp
odplib/preso.py
https://github.com/mattharrison/rst2odp/blob/4adbf29b28c8207ec882f792ded07e98b1d3e7d0/odplib/preso.py#L930-L939
def push_pending_node(self, name, attr): """ pending nodes are for affecting type, such as wrapping content with text:a to make a hyperlink. Anything in pending nodes will be written before the actual text. User needs to remember to pop out of it. """ if self.cur...
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pending nodes are for affecting type, such as wrapping content with text:a to make a hyperlink. Anything in pending nodes will be written before the actual text. User needs to remember to pop out of it.
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python
train
google/apitools
apitools/base/py/base_api.py
https://github.com/google/apitools/blob/f3745a7ea535aa0e88b0650c16479b696d6fd446/apitools/base/py/base_api.py#L511-L522
def __CombineGlobalParams(self, global_params, default_params): """Combine the given params with the defaults.""" util.Typecheck(global_params, (type(None), self.__client.params_type)) result = self.__client.params_type() global_params = global_params or self.__client.params_type() ...
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Combine the given params with the defaults.
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python
train
bcbio/bcbio-nextgen
bcbio/bam/__init__.py
https://github.com/bcbio/bcbio-nextgen/blob/6a9348c0054ccd5baffd22f1bb7d0422f6978b20/bcbio/bam/__init__.py#L406-L431
def sort(in_bam, config, order="coordinate", out_dir=None): """Sort a BAM file, skipping if already present. """ assert is_bam(in_bam), "%s in not a BAM file" % in_bam if bam_already_sorted(in_bam, config, order): return in_bam sort_stem = _get_sort_stem(in_bam, order, out_dir) sort_fil...
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Sort a BAM file, skipping if already present.
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python
train
gissehel/supertools
supertools/__init__.py
https://github.com/gissehel/supertools/blob/566bb6f8869082b247d96cb1fd7ccf948e3ba30f/supertools/__init__.py#L1-L7
def superable(cls) : '''Provide .__super in python 2.x classes without having to specify the current class name each time super is used (DRY principle).''' name = cls.__name__ super_name = '_%s__super' % (name,) setattr(cls,super_name,super(cls)) return cls
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Provide .__super in python 2.x classes without having to specify the current class name each time super is used (DRY principle).
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python
valid
draios/python-sdc-client
sdcclient/_common.py
https://github.com/draios/python-sdc-client/blob/47f83415842048778939b90944f64386a3bcb205/sdcclient/_common.py#L620-L637
def delete_user(self, user_email): '''**Description** Deletes a user from Sysdig Monitor. **Arguments** - **user_email**: the email address of the user that will be deleted from Sysdig Monitor **Example** `examples/user_team_mgmt.py <https://github.com/draio...
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**Description** Deletes a user from Sysdig Monitor. **Arguments** - **user_email**: the email address of the user that will be deleted from Sysdig Monitor **Example** `examples/user_team_mgmt.py <https://github.com/draios/python-sdc-client/blob/master/examples/user_...
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python
test
sernst/cauldron
cauldron/session/projects/steps.py
https://github.com/sernst/cauldron/blob/4086aec9c038c402ea212c79fe8bd0d27104f9cf/cauldron/session/projects/steps.py#L97-L107
def elapsed_time(self) -> float: """ The number of seconds that has elapsed since the step started running if the step is still running. Or, if the step has already finished running, the amount of time that elapsed during the last execution of the step. """ curren...
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The number of seconds that has elapsed since the step started running if the step is still running. Or, if the step has already finished running, the amount of time that elapsed during the last execution of the step.
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python
train
nielstron/pysyncthru
pysyncthru/__init__.py
https://github.com/nielstron/pysyncthru/blob/850a85ba0a74cbd5c408102bb02fd005d8b61ffb/pysyncthru/__init__.py#L161-L174
def drum_status(self, filter_supported: bool = True) -> Dict[str, Any]: """Return the state of all drums.""" drum_status = {} for color in self.COLOR_NAMES: try: drum_stat = self.data.get('{}_{}'.format(SyncThru.DRUM, color), ...
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Return the state of all drums.
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python
train
tdegeus/GooseMPL
GooseMPL/__init__.py
https://github.com/tdegeus/GooseMPL/blob/16e1e06cbcf7131ac98c03ca7251ce83734ef905/GooseMPL/__init__.py#L25-L51
def find_latex_font_serif(): r''' Find an available font to mimic LaTeX, and return its name. ''' import os, re import matplotlib.font_manager name = lambda font: os.path.splitext(os.path.split(font)[-1])[0].split(' - ')[0] fonts = matplotlib.font_manager.findSystemFonts(fontpaths=None, fontext='ttf') ...
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r''' Find an available font to mimic LaTeX, and return its name.
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python
train
stephantul/somber
somber/som.py
https://github.com/stephantul/somber/blob/b7a13e646239500cc393668c01a7169c3e50b7b5/somber/som.py#L73-L92
def _calculate_influence(self, neighborhood): """ Pre-calculate the influence for a given value of sigma. The neighborhood has size num_neurons * num_neurons, so for a 30 * 30 map, the neighborhood will be size (900, 900). Parameters ---------- neighborhood : fl...
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Pre-calculate the influence for a given value of sigma. The neighborhood has size num_neurons * num_neurons, so for a 30 * 30 map, the neighborhood will be size (900, 900). Parameters ---------- neighborhood : float The neighborhood value. Returns -...
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python
train
kvesteri/validators
validators/utils.py
https://github.com/kvesteri/validators/blob/34d355e87168241e872b25811d245810df2bd430/validators/utils.py#L35-L56
def func_args_as_dict(func, args, kwargs): """ Return given function's positional and key value arguments as an ordered dictionary. """ if six.PY2: _getargspec = inspect.getargspec else: _getargspec = inspect.getfullargspec arg_names = list( OrderedDict.fromkeys( ...
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Return given function's positional and key value arguments as an ordered dictionary.
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python
train
wal-e/wal-e
wal_e/pep3143daemon/daemon.py
https://github.com/wal-e/wal-e/blob/027263860e72a403bc0e1497bb3e67523138e7a2/wal_e/pep3143daemon/daemon.py#L336-L350
def default_signal_map(): """ Create the default signal map for this system. :return: dict """ name_map = { 'SIGTSTP': None, 'SIGTTIN': None, 'SIGTTOU': None, 'SIGTERM': 'terminate'} signal_map = {} for name, target in list(name_map.items()): if hasattr(s...
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Create the default signal map for this system. :return: dict
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python
train
ibelie/typy
typy/google/protobuf/json_format.py
https://github.com/ibelie/typy/blob/3616845fb91459aacd8df6bf82c5d91f4542bee7/typy/google/protobuf/json_format.py#L324-L402
def _ConvertFieldValuePair(js, message): """Convert field value pairs into regular message. Args: js: A JSON object to convert the field value pairs. message: A regular protocol message to record the data. Raises: ParseError: In case of problems converting. """ names = [] message_descriptor = ...
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Convert field value pairs into regular message. Args: js: A JSON object to convert the field value pairs. message: A regular protocol message to record the data. Raises: ParseError: In case of problems converting.
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python
valid
ionelmc/python-cogen
examples/cogen-irc/CogenIrcApp/cogenircapp/controllers/irc.py
https://github.com/ionelmc/python-cogen/blob/83b0edb88425eba6e5bfda9f1dcd34642517e2a8/examples/cogen-irc/CogenIrcApp/cogenircapp/controllers/irc.py#L25-L41
def parsemsg(s): # stolen from twisted.words """Breaks a message from an IRC server into its prefix, command, and arguments. """ prefix = '' trailing = [] if not s: raise Exception("Empty line.") if s[0] == ':': prefix, s = s[1:].split(' ', 1) if s.find(' :') != -1: ...
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Breaks a message from an IRC server into its prefix, command, and arguments.
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python
train
eng-tools/geofound
geofound/capacity.py
https://github.com/eng-tools/geofound/blob/6b1b097d5db998907bdcb5b4798fb4629674c770/geofound/capacity.py#L1115-L1374
def capacity_sp_meyerhof_and_hanna_1978(sp, fd, verbose=0): """ Calculates the two-layered foundation capacity according Meyerhof and Hanna (1978) :param sp: Soil profile object :param fd: Foundation object :param wtl: water table level :param verbose: verbosity :return: ultimate bearing st...
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Calculates the two-layered foundation capacity according Meyerhof and Hanna (1978) :param sp: Soil profile object :param fd: Foundation object :param wtl: water table level :param verbose: verbosity :return: ultimate bearing stress
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python
test
kivy/python-for-android
pythonforandroid/bootstraps/pygame/build/buildlib/argparse.py
https://github.com/kivy/python-for-android/blob/8e0e8056bc22e4d5bd3398a6b0301f38ff167933/pythonforandroid/bootstraps/pygame/build/buildlib/argparse.py#L2348-L2358
def error(self, message): """error(message: string) Prints a usage message incorporating the message to stderr and exits. If you override this in a subclass, it should not return -- it should either exit or raise an exception. """ self.print_usage(_sys....
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error(message: string) Prints a usage message incorporating the message to stderr and exits. If you override this in a subclass, it should not return -- it should either exit or raise an exception.
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python
train
brocade/pynos
pynos/versions/ver_7/ver_7_0_0/bgp.py
https://github.com/brocade/pynos/blob/bd8a34e98f322de3fc06750827d8bbc3a0c00380/pynos/versions/ver_7/ver_7_0_0/bgp.py#L733-L781
def enable_peer_bfd(self, **kwargs): """BFD enable for each specified peer. Args: rbridge_id (str): Rbridge to configure. (1, 225, etc) peer_ip (str): Peer IPv4 address for BFD setting. delete (bool): True if BFD configuration should be deleted. Defa...
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BFD enable for each specified peer. Args: rbridge_id (str): Rbridge to configure. (1, 225, etc) peer_ip (str): Peer IPv4 address for BFD setting. delete (bool): True if BFD configuration should be deleted. Default value will be False if not specified. ...
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python
train
maas/python-libmaas
maas/client/viscera/pods.py
https://github.com/maas/python-libmaas/blob/4092c68ef7fb1753efc843569848e2bcc3415002/maas/client/viscera/pods.py#L150-L233
async def compose( self, *, cores: int = None, memory: int = None, cpu_speed: int = None, architecture: str = None, storage: typing.Sequence[str] = None, hostname: str = None, domain: typing.Union[int, str] = None, zone: typing.Union[int, str, Zone] = None, ...
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Compose a machine from `Pod`. All fields below are optional: :param cores: Minimum number of CPU cores. :type cores: `int` :param memory: Minimum amount of memory (MiB). :type memory: `int` :param cpu_speed: Minimum amount of CPU speed (MHz). :type cpu_speed: `i...
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python
train
marcomusy/vtkplotter
vtkplotter/actors.py
https://github.com/marcomusy/vtkplotter/blob/692c3396782722ec525bc1346a26999868c650c6/vtkplotter/actors.py#L324-L331
def rotateY(self, angle, axis_point=(0, 0, 0), rad=False): """Rotate around y-axis. If angle is in radians set ``rad=True``.""" if rad: angle *= 57.29578 self.RotateY(angle) if self.trail: self.updateTrail() return self
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Rotate around y-axis. If angle is in radians set ``rad=True``.
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python
train
fastai/fastai
fastai/torch_core.py
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/torch_core.py#L357-L359
def uniform_int(low:int, high:int, size:Optional[List[int]]=None)->IntOrTensor: "Generate int or tensor `size` of ints between `low` and `high` (included)." return random.randint(low,high) if size is None else torch.randint(low,high+1,size)
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Generate int or tensor `size` of ints between `low` and `high` (included).
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python
train
brocade/pynos
pynos/versions/ver_6/ver_6_0_1/yang/brocade_xstp_ext.py
https://github.com/brocade/pynos/blob/bd8a34e98f322de3fc06750827d8bbc3a0c00380/pynos/versions/ver_6/ver_6_0_1/yang/brocade_xstp_ext.py#L4056-L4069
def get_stp_mst_detail_output_cist_port_interface_name(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") get_stp_mst_detail = ET.Element("get_stp_mst_detail") config = get_stp_mst_detail output = ET.SubElement(get_stp_mst_detail, "output") ...
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Auto Generated Code
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python
train
PyCQA/astroid
astroid/brain/brain_builtin_inference.py
https://github.com/PyCQA/astroid/blob/e0a298df55b15abcb77c2a93253f5ab7be52d0fb/astroid/brain/brain_builtin_inference.py#L665-L684
def infer_len(node, context=None): """Infer length calls :param nodes.Call node: len call to infer :param context.InferenceContext: node context :rtype nodes.Const: a Const node with the inferred length, if possible """ call = arguments.CallSite.from_call(node) if call.keyword_arguments: ...
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Infer length calls :param nodes.Call node: len call to infer :param context.InferenceContext: node context :rtype nodes.Const: a Const node with the inferred length, if possible
[ "Infer", "length", "calls" ]
python
train
Rapptz/discord.py
discord/message.py
https://github.com/Rapptz/discord.py/blob/05d4f7f9620ef33635d6ac965b26528e09cdaf5b/discord/message.py#L699-L728
async def add_reaction(self, emoji): """|coro| Add a reaction to the message. The emoji may be a unicode emoji or a custom guild :class:`Emoji`. You must have the :attr:`~Permissions.read_message_history` permission to use this. If nobody else has reacted to the message using ...
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|coro| Add a reaction to the message. The emoji may be a unicode emoji or a custom guild :class:`Emoji`. You must have the :attr:`~Permissions.read_message_history` permission to use this. If nobody else has reacted to the message using this emoji, the :attr:`~Permissions.add_...
[ "|coro|" ]
python
train
prthkms/alex
alex/support.py
https://github.com/prthkms/alex/blob/79d3167c877e94cc07db0aab55a35857fac67ef7/alex/support.py#L63-L79
def get_readable_filesize(size): """get_readable_filesize(size) -> filesize -- return human readable filesize from given size in bytes. """ if(size < 1024): return str(size)+' bytes' temp = size/1024.0 level = 1 while(temp >= 1024 and level< 3): temp = temp/1024 level += 1 if(level == 1): return str(ro...
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get_readable_filesize(size) -> filesize -- return human readable filesize from given size in bytes.
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python
train
tjcsl/ion
intranet/apps/users/models.py
https://github.com/tjcsl/ion/blob/5d722b0725d572039bb0929fd5715a4070c82c72/intranet/apps/users/models.py#L343-L360
def permissions(self): """Dynamically generate dictionary of privacy options """ # TODO: optimize this, it's kind of a bad solution for listing a mostly # static set of files. # We could either add a permissions dict as an attribute or cache this # in some way. Creating a...
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Dynamically generate dictionary of privacy options
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python
train
fermiPy/fermipy
fermipy/spectrum.py
https://github.com/fermiPy/fermipy/blob/9df5e7e3728307fd58c5bba36fd86783c39fbad4/fermipy/spectrum.py#L308-L312
def flux(self, emin, emax, params=None): """Evaluate the integral flux.""" params = self.params if params is None else params return np.squeeze(self.eval_flux(emin, emax, params, self.scale, self.extra_params))
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Evaluate the integral flux.
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python
train
amelchio/pysonos
pysonos/core.py
https://github.com/amelchio/pysonos/blob/23527c445a00e198fbb94d44b92f7f99d139e325/pysonos/core.py#L1089-L1101
def unjoin(self): """Remove this speaker from a group. Seems to work ok even if you remove what was previously the group master from it's own group. If the speaker was not in a group also returns ok. """ self.avTransport.BecomeCoordinatorOfStandaloneGroup([ ...
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Remove this speaker from a group. Seems to work ok even if you remove what was previously the group master from it's own group. If the speaker was not in a group also returns ok.
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python
train
jobovy/galpy
galpy/df/streamdf.py
https://github.com/jobovy/galpy/blob/9c5b9fe65d58835624dffe432be282060918ee08/galpy/df/streamdf.py#L218-L257
def _progenitor_setup(self,progenitor,leading,useTMHessian): """The part of the setup relating to the progenitor's orbit""" #Progenitor orbit: Calculate actions, frequencies, and angles for the progenitor self._progenitor= progenitor() #call to get new Orbit # Make sure we do not use phy...
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The part of the setup relating to the progenitor's orbit
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python
train
StackStorm/pybind
pybind/slxos/v17s_1_02/protocol/cfm/domain_name/ma_name/cfm_ma_sub_commands/__init__.py
https://github.com/StackStorm/pybind/blob/44c467e71b2b425be63867aba6e6fa28b2cfe7fb/pybind/slxos/v17s_1_02/protocol/cfm/domain_name/ma_name/cfm_ma_sub_commands/__init__.py#L160-L181
def _set_mep(self, v, load=False): """ Setter method for mep, mapped from YANG variable /protocol/cfm/domain_name/ma_name/cfm_ma_sub_commands/mep (list) If this variable is read-only (config: false) in the source YANG file, then _set_mep is considered as a private method. Backends looking to populat...
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Setter method for mep, mapped from YANG variable /protocol/cfm/domain_name/ma_name/cfm_ma_sub_commands/mep (list) If this variable is read-only (config: false) in the source YANG file, then _set_mep is considered as a private method. Backends looking to populate this variable should do so via calling th...
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python
train
volfpeter/graphscraper
src/graphscraper/eventdispatcher.py
https://github.com/volfpeter/graphscraper/blob/11d407509956a282ee25190ed6491a162fc0fe7f/src/graphscraper/eventdispatcher.py#L144-L166
def remove_event_listener(self, event_type: str, event_handler: types.MethodType) -> None: """ Removes the given event listener registered on the dispatcher for the given event type. Args: event_type (str): The type of the event to remove the event handler from. ...
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Removes the given event listener registered on the dispatcher for the given event type. Args: event_type (str): The type of the event to remove the event handler from. Must not be `None` or empty string. event_handler (types.MethodType): The event hand...
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python
train
has2k1/plotnine
plotnine/layer.py
https://github.com/has2k1/plotnine/blob/566e579af705367e584fb27a74e6c5199624ca89/plotnine/layer.py#L411-L426
def setup_data(self): """ Prepare/modify data for plotting """ data = self.data if len(data) == 0: return type(data)() data = self.geom.setup_data(data) check_required_aesthetics( self.geom.REQUIRED_AES, set(data.columns) | se...
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Prepare/modify data for plotting
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python
train
allenai/allennlp
allennlp/semparse/domain_languages/domain_language.py
https://github.com/allenai/allennlp/blob/648a36f77db7e45784c047176074f98534c76636/allennlp/semparse/domain_languages/domain_language.py#L488-L493
def is_nonterminal(self, symbol: str) -> bool: """ Determines whether an input symbol is a valid non-terminal in the grammar. """ nonterminal_productions = self.get_nonterminal_productions() return symbol in nonterminal_productions
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Determines whether an input symbol is a valid non-terminal in the grammar.
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python
train
pydanny/webhooks
webhooks/senders/base.py
https://github.com/pydanny/webhooks/blob/84aa1c0b8f995308f4f5977270c9a0532abc16cc/webhooks/senders/base.py#L94-L99
def jsonify_payload(self): """ Dump the payload to JSON """ # Assume already json serialized if isinstance(self.payload, string_types): return self.payload return json.dumps(self.payload, cls=StandardJSONEncoder)
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Dump the payload to JSON
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python
train
SHTOOLS/SHTOOLS
pyshtools/shclasses/shcoeffsgrid.py
https://github.com/SHTOOLS/SHTOOLS/blob/9a115cf83002df2ddec6b7f41aeb6be688e285de/pyshtools/shclasses/shcoeffsgrid.py#L2906-L2956
def _plot(self, xticks=[], yticks=[], minor_xticks=[], minor_yticks=[], xlabel='Longitude', ylabel='Latitude', ax=None, ax2=None, colorbar=None, cb_orientation=None, cb_label=None, grid=False, axes_labelsize=None, tick_labelsize=None, **kwargs): """Plot the raw data usi...
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Plot the raw data using a simply cylindrical projection.
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python
train
refinery29/chassis
chassis/util/params.py
https://github.com/refinery29/chassis/blob/1238d5214cbb8f3e1fe7c0dc2fa72f45bf085192/chassis/util/params.py#L43-L75
def _parse_arguments(self, method, parameters): """Parse arguments to method, returning a dictionary.""" # TODO: Consider raising an exception if there are extra arguments. arguments = _fetch_arguments(self, method) arg_dict = {} errors = [] for key, properties in parameters: if key i...
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Parse arguments to method, returning a dictionary.
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python
train
cuihantao/andes
andes/utils/tab.py
https://github.com/cuihantao/andes/blob/7067898d4f26ce7534e968b8486c4aa8fe3a511a/andes/utils/tab.py#L72-L88
def draw(self): """generate texttable formatted string""" self.guess_header() self.add_left_space( ) # for Texttable, elem_add a column of whitespace on the left for # better visual effect if self._title and self._descr: pre = self._title + '\n' + self...
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generate texttable formatted string
[ "generate", "texttable", "formatted", "string" ]
python
train
SFDO-Tooling/CumulusCI
cumulusci/utils.py
https://github.com/SFDO-Tooling/CumulusCI/blob/e19047921ca771a297e045f22f0bb201651bb6f7/cumulusci/utils.py#L38-L47
def parse_api_datetime(value): """ parse a datetime returned from the salesforce API. in python 3 we should just use a strptime %z, but until then we're just going to assert that its a fixed offset of +0000 since thats the observed behavior. getting python 2 to support fixed offset parsing is too compl...
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parse a datetime returned from the salesforce API. in python 3 we should just use a strptime %z, but until then we're just going to assert that its a fixed offset of +0000 since thats the observed behavior. getting python 2 to support fixed offset parsing is too complicated for what we need imo.
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python
train
Cadene/pretrained-models.pytorch
pretrainedmodels/models/nasnet.py
https://github.com/Cadene/pretrained-models.pytorch/blob/021d97897c9aa76ec759deff43d341c4fd45d7ba/pretrainedmodels/models/nasnet.py#L608-L635
def nasnetalarge(num_classes=1001, pretrained='imagenet'): r"""NASNetALarge model architecture from the `"NASNet" <https://arxiv.org/abs/1707.07012>`_ paper. """ if pretrained: settings = pretrained_settings['nasnetalarge'][pretrained] assert num_classes == settings['num_classes'], \ ...
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r"""NASNetALarge model architecture from the `"NASNet" <https://arxiv.org/abs/1707.07012>`_ paper.
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python
train
i3visio/osrframework
osrframework/api/twitter_api.py
https://github.com/i3visio/osrframework/blob/83437f4c14c9c08cb80a896bd9834c77f6567871/osrframework/api/twitter_api.py#L726-L772
def search_users(self, query, n=20, maxUsers=60): """ Method to perform the searchfy searches. :param query: Query to be performed. :param n: Number of results per query. :param maxUsers: Max. number of users to be recovered. :return: List ...
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Method to perform the searchfy searches. :param query: Query to be performed. :param n: Number of results per query. :param maxUsers: Max. number of users to be recovered. :return: List of users
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python
train
prompt-toolkit/pyvim
pyvim/layout.py
https://github.com/prompt-toolkit/pyvim/blob/5928b53b9d700863c1a06d2181a034a955f94594/pyvim/layout.py#L566-L610
def _create_buffer_control(self, editor_buffer): """ Create a new BufferControl for a given location. """ @Condition def preview_search(): return self.editor.incsearch input_processors = [ # Processor for visualising spaces. (should come before th...
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Create a new BufferControl for a given location.
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python
train
Locu/chronology
kronos/kronos/storage/cassandra/client.py
https://github.com/Locu/chronology/blob/0edf3ee3286c76e242cbf92436ffa9c836b428e2/kronos/kronos/storage/cassandra/client.py#L107-L131
def _retrieve(self, namespace, stream, start_id, end_time, order, limit, configuration): """ Retrieve events for `stream` between `start_id` and `end_time`. `stream` : The stream to return events for. `start_id` : Return events with id > `start_id`. `end_time` : Return events ending ...
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Retrieve events for `stream` between `start_id` and `end_time`. `stream` : The stream to return events for. `start_id` : Return events with id > `start_id`. `end_time` : Return events ending <= `end_time`. `order` : Whether to return the results in ResultOrder.ASCENDING or ResultOrder.DESC...
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python
train
rootpy/rootpy
rootpy/tree/treemodel.py
https://github.com/rootpy/rootpy/blob/3926935e1f2100d8ba68070c2ab44055d4800f73/rootpy/tree/treemodel.py#L84-L92
def prefix(cls, name): """ Create a new TreeModel where class attribute names are prefixed with ``name`` """ attrs = dict([(name + attr, value) for attr, value in cls.get_attrs()]) return TreeModelMeta( '_'.join([name, cls.__name__]), (TreeModel,),...
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Create a new TreeModel where class attribute names are prefixed with ``name``
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python
train
ravenac95/lxc4u
lxc4u/overlayutils.py
https://github.com/ravenac95/lxc4u/blob/4b5a9c8e25af97e5637db2f4c0c67d319ab0ed32/lxc4u/overlayutils.py#L62-L67
def meta(self): """Data for loading later""" mount_points = [] for overlay in self.overlays: mount_points.append(overlay.mount_point) return [self.end_dir, self.start_dir, mount_points]
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Data for loading later
[ "Data", "for", "loading", "later" ]
python
train
harmsm/PyCmdMessenger
PyCmdMessenger/PyCmdMessenger.py
https://github.com/harmsm/PyCmdMessenger/blob/215d6f9402262662a14a2996f532934339639a5b/PyCmdMessenger/PyCmdMessenger.py#L120-L173
def send(self,cmd,*args,arg_formats=None): """ Send a command (which may or may not have associated arguments) to an arduino using the CmdMessage protocol. The command and any parameters should be passed as direct arguments to send. arg_formats is an optional string that spe...
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Send a command (which may or may not have associated arguments) to an arduino using the CmdMessage protocol. The command and any parameters should be passed as direct arguments to send. arg_formats is an optional string that specifies the formats to use for each argument when passed...
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python
train
senaite/senaite.api
src/senaite/api/__init__.py
https://github.com/senaite/senaite.api/blob/c79c53abcbe6e3a5ab3ced86d2f455275efa20cf/src/senaite/api/__init__.py#L714-L726
def get_workflow_status_of(brain_or_object, state_var="review_state"): """Get the current workflow status of the given brain or context. :param brain_or_object: A single catalog brain or content object :type brain_or_object: ATContentType/DexterityContentType/CatalogBrain :param state_var: The name of ...
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Get the current workflow status of the given brain or context. :param brain_or_object: A single catalog brain or content object :type brain_or_object: ATContentType/DexterityContentType/CatalogBrain :param state_var: The name of the state variable :type state_var: string :returns: Status :rtype...
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python
train
Yubico/python-yubico
yubico/yubikey_config.py
https://github.com/Yubico/python-yubico/blob/a72e8eddb90da6ee96e29f60912ca1f2872c9aea/yubico/yubikey_config.py#L309-L330
def mode_oath_hotp(self, secret, digits=6, factor_seed=None, omp=0x0, tt=0x0, mui=''): """ Set the YubiKey up for OATH-HOTP operation. Requires YubiKey 2.1. """ if not self.capabilities.have_OATH('HOTP'): raise yubikey_base.YubiKeyVersionError('OATH HOTP not availabl...
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Set the YubiKey up for OATH-HOTP operation. Requires YubiKey 2.1.
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python
train
gwastro/pycbc-glue
pycbc_glue/segmentsUtils.py
https://github.com/gwastro/pycbc-glue/blob/a3e906bae59fbfd707c3ff82e5d008d939ec5e24/pycbc_glue/segmentsUtils.py#L274-L307
def to_range_strings(seglist): """ Turn a segment list into a list of range strings as could be parsed by from_range_strings(). A typical use for this function is in machine-generating configuration files or command lines for other programs. Example: >>> from pycbc_glue.segments import * >>> segs = segmentli...
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Turn a segment list into a list of range strings as could be parsed by from_range_strings(). A typical use for this function is in machine-generating configuration files or command lines for other programs. Example: >>> from pycbc_glue.segments import * >>> segs = segmentlist([segment(0, 10), segment(35, 35), ...
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python
train
google-research/batch-ppo
agents/tools/streaming_mean.py
https://github.com/google-research/batch-ppo/blob/3d09705977bae4e7c3eb20339a3b384d2a5531e4/agents/tools/streaming_mean.py#L60-L67
def clear(self): """Return the mean estimate and reset the streaming statistics.""" value = self._sum / tf.cast(self._count, self._dtype) with tf.control_dependencies([value]): reset_value = self._sum.assign(tf.zeros_like(self._sum)) reset_count = self._count.assign(0) with tf.control_depend...
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Return the mean estimate and reset the streaming statistics.
[ "Return", "the", "mean", "estimate", "and", "reset", "the", "streaming", "statistics", "." ]
python
train
fastavro/fastavro
fastavro/_validation_py.py
https://github.com/fastavro/fastavro/blob/bafe826293e19eb93e77bbb0f6adfa059c7884b2/fastavro/_validation_py.py#L383-L414
def validate_many(records, schema, raise_errors=True): """ Validate a list of data! Parameters ---------- records: iterable List of records to validate schema: dict Schema raise_errors: bool, optional If true, errors are raised for invalid data. If false, a simple ...
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Validate a list of data! Parameters ---------- records: iterable List of records to validate schema: dict Schema raise_errors: bool, optional If true, errors are raised for invalid data. If false, a simple True (valid) or False (invalid) result is returned Exam...
[ "Validate", "a", "list", "of", "data!" ]
python
train
qiniu/python-sdk
qiniu/services/compute/qcos_api.py
https://github.com/qiniu/python-sdk/blob/a69fbef4e3e6ea1ebe09f4610a5b18bb2c17de59/qiniu/services/compute/qcos_api.py#L555-L570
def publish_ap(self, apid, args): """绑定自定义域名 绑定用户自定义的域名,仅对公网域名模式接入点生效。 Args: - apid: 接入点ID - args: 请求参数(json),参考 http://kirk-docs.qiniu.com/apidocs/ Returns: 返回一个tuple对象,其格式为(<result>, <ResponseInfo>) - result 成功返回空dict{},失败返回{"...
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绑定自定义域名 绑定用户自定义的域名,仅对公网域名模式接入点生效。 Args: - apid: 接入点ID - args: 请求参数(json),参考 http://kirk-docs.qiniu.com/apidocs/ Returns: 返回一个tuple对象,其格式为(<result>, <ResponseInfo>) - result 成功返回空dict{},失败返回{"error": "<errMsg string>"} - Resp...
[ "绑定自定义域名" ]
python
train
blockadeio/analyst_toolbench
blockade/cli/config.py
https://github.com/blockadeio/analyst_toolbench/blob/159b6f8cf8a91c5ff050f1579636ea90ab269863/blockade/cli/config.py#L32-L84
def main(): """Run the core.""" parser = ArgumentParser() subs = parser.add_subparsers(dest='cmd') setup_parser = subs.add_parser('add-user') setup_parser.add_argument('--user-email', required=True, help='Email address of the new user') setup_parser.add_argument('-...
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Run the core.
[ "Run", "the", "core", "." ]
python
train
ejeschke/ginga
ginga/rv/Control.py
https://github.com/ejeschke/ginga/blob/a78c893ec6f37a837de851947e9bb4625c597915/ginga/rv/Control.py#L971-L978
def next_img_ws(self, ws, loop=True): """Go to the next image in the focused channel in the workspace. """ channel = self.get_active_channel_ws(ws) if channel is None: return channel.next_image() return True
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Go to the next image in the focused channel in the workspace.
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python
train
xoolive/traffic
traffic/core/flight.py
https://github.com/xoolive/traffic/blob/d1a8878098f16759f6b6e0e8d8b8f32e34a680a8/traffic/core/flight.py#L481-L486
def coords(self) -> Iterator[Tuple[float, float, float]]: """Iterates on longitudes, latitudes and altitudes. """ data = self.data[self.data.longitude.notnull()] yield from zip(data["longitude"], data["latitude"], data["altitude"])
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Iterates on longitudes, latitudes and altitudes.
[ "Iterates", "on", "longitudes", "latitudes", "and", "altitudes", "." ]
python
train
csparpa/pyowm
pyowm/stationsapi30/buffer.py
https://github.com/csparpa/pyowm/blob/cdd59eb72f32f7238624ceef9b2e2329a5ebd472/pyowm/stationsapi30/buffer.py#L35-L43
def append(self, measurement): """ Appends the specified ``Measurement`` object to the buffer :param measurement: a ``measurement.Measurement`` instance """ assert isinstance(measurement, Measurement) assert measurement.station_id == self.station_id self.measurem...
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Appends the specified ``Measurement`` object to the buffer :param measurement: a ``measurement.Measurement`` instance
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python
train
SoCo/SoCo
soco/services.py
https://github.com/SoCo/SoCo/blob/671937e07d7973b78c0cbee153d4f3ad68ec48c6/soco/services.py#L616-L650
def actions(self): """The service's actions with their arguments. Returns: list(`Action`): A list of Action namedtuples, consisting of action_name (str), in_args (list of Argument namedtuples, consisting of name and argtype), and out_args (ditto). The return...
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The service's actions with their arguments. Returns: list(`Action`): A list of Action namedtuples, consisting of action_name (str), in_args (list of Argument namedtuples, consisting of name and argtype), and out_args (ditto). The return value looks like this:: ...
[ "The", "service", "s", "actions", "with", "their", "arguments", "." ]
python
train
BD2KOnFHIR/i2b2model
i2b2model/shared/tablenames.py
https://github.com/BD2KOnFHIR/i2b2model/blob/9d49bb53b0733dd83ab5b716014865e270a3c903/i2b2model/shared/tablenames.py#L37-L44
def phys_name(self, item: str) -> str: """Return the physical (mapped) name of item. :param item: logical table name :return: physical name of table """ v = self.__dict__[item] return v if v is not None else item
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Return the physical (mapped) name of item. :param item: logical table name :return: physical name of table
[ "Return", "the", "physical", "(", "mapped", ")", "name", "of", "item", "." ]
python
train
twidi/django-adv-cache-tag
adv_cache_tag/tag.py
https://github.com/twidi/django-adv-cache-tag/blob/811f8db4dac73667c7d2fe0ea97a24969593eb8a/adv_cache_tag/tag.py#L362-L366
def cache_set(self, to_cache): """ Set content into the cache """ self.cache.set(self.cache_key, to_cache, self.expire_time)
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Set content into the cache
[ "Set", "content", "into", "the", "cache" ]
python
train
rackerlabs/python-lunrclient
lunrclient/base.py
https://github.com/rackerlabs/python-lunrclient/blob/f26a450a422600f492480bfa42cbee50a5c7016f/lunrclient/base.py#L124-L131
def required(self, method, _dict, require): """ Ensure the required items are in the dictionary """ for key in require: if key not in _dict: raise LunrError("'%s' is required argument for method '%s'" % (key, method))
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Ensure the required items are in the dictionary
[ "Ensure", "the", "required", "items", "are", "in", "the", "dictionary" ]
python
train
Dallinger/Dallinger
dallinger/heroku/rq_gevent_worker.py
https://github.com/Dallinger/Dallinger/blob/76ca8217c709989c116d0ebd8fca37bd22f591af/dallinger/heroku/rq_gevent_worker.py#L148-L159
def work(self, burst=False, logging_level=logging.INFO): """ Spawning a greenlet to be able to kill it when it's blocked dequeueing job :param burst: if it's burst worker don't need to spawn a greenlet """ # If the is a burst worker it's not needed to spawn greenlet if bu...
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Spawning a greenlet to be able to kill it when it's blocked dequeueing job :param burst: if it's burst worker don't need to spawn a greenlet
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python
train
petrjasek/eve-elastic
eve_elastic/elastic.py
https://github.com/petrjasek/eve-elastic/blob/f146f31b348d22ac5559cf78717b3bb02efcb2d7/eve_elastic/elastic.py#L303-L321
def create_index(self, index=None, settings=None, es=None): """Create new index and ignore if it exists already.""" if index is None: index = self.index if es is None: es = self.es try: alias = index index = generate_index_name(alias) ...
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Create new index and ignore if it exists already.
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python
train
openid/python-openid
openid/server/trustroot.py
https://github.com/openid/python-openid/blob/f7e13536f0d1828d3cef5ae7a7b55cabadff37fc/openid/server/trustroot.py#L136-L188
def isSane(self): """ This method checks the to see if a trust root represents a reasonable (sane) set of URLs. 'http://*.com/', for example is not a reasonable pattern, as it cannot meaningfully specify the site claiming it. This function attempts to find many related ...
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This method checks the to see if a trust root represents a reasonable (sane) set of URLs. 'http://*.com/', for example is not a reasonable pattern, as it cannot meaningfully specify the site claiming it. This function attempts to find many related examples, but it can only work via heu...
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python
train
Dentosal/python-sc2
sc2/unit.py
https://github.com/Dentosal/python-sc2/blob/608bd25f04e89d39cef68b40101d8e9a8a7f1634/sc2/unit.py#L432-L437
def is_carrying_minerals(self) -> bool: """ Checks if a worker or MULE is carrying (gold-)minerals. """ return any( buff.value in self._proto.buff_ids for buff in {BuffId.CARRYMINERALFIELDMINERALS, BuffId.CARRYHIGHYIELDMINERALFIELDMINERALS} )
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Checks if a worker or MULE is carrying (gold-)minerals.
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python
train
mailgun/talon
talon/utils.py
https://github.com/mailgun/talon/blob/cdd84563dd329c4f887591807870d10015e0c7a7/talon/utils.py#L57-L70
def detect_encoding(string): """ Tries to detect the encoding of the passed string. Defaults to UTF-8. """ assert isinstance(string, bytes) try: detected = chardet.detect(string) if detected: return detected.get('encoding') or 'utf-8' except Exception as e: ...
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Tries to detect the encoding of the passed string. Defaults to UTF-8.
[ "Tries", "to", "detect", "the", "encoding", "of", "the", "passed", "string", "." ]
python
train
cstatz/maui
maui/field/field.py
https://github.com/cstatz/maui/blob/db99986e93699ee20c5cffdd5b4ee446f8607c5d/maui/field/field.py#L351-L433
def __array_op(self, f, x, axis): """operation for 3D Field with planes or vector (type = numpy.ndarray) or 2D Field with vector (numpy.ndarray) :param f: operator function :param x: array(1D, 2D) or field (2D) or View (2D) :param axis: specifies axis, eg. axis = (1,2) plane lies in yz-p...
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operation for 3D Field with planes or vector (type = numpy.ndarray) or 2D Field with vector (numpy.ndarray) :param f: operator function :param x: array(1D, 2D) or field (2D) or View (2D) :param axis: specifies axis, eg. axis = (1,2) plane lies in yz-plane, axis=0 vector along x axis :ret...
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python
train
JukeboxPipeline/jukeboxmaya
src/jukeboxmaya/mayapylauncher.py
https://github.com/JukeboxPipeline/jukeboxmaya/blob/c8d6318d53cdb5493453c4a6b65ef75bdb2d5f2c/src/jukeboxmaya/mayapylauncher.py#L28-L45
def setup_environment(): """Set up neccessary environment variables This appends all path of sys.path to the python path so mayapy will find all installed modules. We have to make sure, that we use maya libs instead of libs of the virtual env. So we insert all the libs for mayapy first. :r...
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Set up neccessary environment variables This appends all path of sys.path to the python path so mayapy will find all installed modules. We have to make sure, that we use maya libs instead of libs of the virtual env. So we insert all the libs for mayapy first. :returns: None :rtype: None ...
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python
train
intake/intake
intake/gui/source/gui.py
https://github.com/intake/intake/blob/277b96bfdee39d8a3048ea5408c6d6716d568336/intake/gui/source/gui.py#L123-L129
def on_click_plot_widget(self, event): """ When the plot control is toggled, set visibility and hand down source""" self.plot.source = self.sources self.plot.visible = event.new if self.plot.visible: self.plot.watchers.append( self.select.widget.link(self.plot...
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When the plot control is toggled, set visibility and hand down source
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python
train
pauleveritt/kaybee
kaybee/plugins/events.py
https://github.com/pauleveritt/kaybee/blob/a00a718aaaa23b2d12db30dfacb6b2b6ec84459c/kaybee/plugins/events.py#L134-L141
def call_doctree_resolved(cls, kb_app, sphinx_app: Sphinx, doctree: doctree, fromdocname: str): """ On doctree-resolved, do callbacks""" for callback in EventAction.get_callbacks(kb_app, Sphinx...
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On doctree-resolved, do callbacks
[ "On", "doctree", "-", "resolved", "do", "callbacks" ]
python
train
mitsei/dlkit
dlkit/records/assessment/orthographic_visualization/multi_choice_records.py
https://github.com/mitsei/dlkit/blob/445f968a175d61c8d92c0f617a3c17dc1dc7c584/dlkit/records/assessment/orthographic_visualization/multi_choice_records.py#L212-L218
def set_ortho_choice(self, small_asset_data, large_asset_data, name='Choice'): """stub""" o3d_asset_id = self.create_o3d_asset(manip=None, small_ov_set=small_asset_data, large_ov_set=large_asset_data, ...
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stub
[ "stub" ]
python
train
Unidata/siphon
siphon/radarserver.py
https://github.com/Unidata/siphon/blob/53fb0d84fbce1c18c8e81c9e68bc81620ee0a6ac/siphon/radarserver.py#L23-L43
def stations(self, *stns): """Specify one or more stations for the query. This modifies the query in-place, but returns `self` so that multiple queries can be chained together on one line. This replaces any existing spatial queries that have been set. Parameters ------...
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Specify one or more stations for the query. This modifies the query in-place, but returns `self` so that multiple queries can be chained together on one line. This replaces any existing spatial queries that have been set. Parameters ---------- stns : one or more string...
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python
train
bmcfee/muda
muda/base.py
https://github.com/bmcfee/muda/blob/ff82efdfaeb98da0a9f9124845826eb20536a9ba/muda/base.py#L196-L206
def get_params(self): '''Get the parameters for this object. Returns as a dict.''' out = {} out['__class__'] = self.__class__ out['params'] = dict(steps=[]) for name, step in self.steps: out['params']['steps'].append([name, step.get_params(deep=True)]) ret...
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Get the parameters for this object. Returns as a dict.
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python
valid
DistrictDataLabs/yellowbrick
yellowbrick/features/radviz.py
https://github.com/DistrictDataLabs/yellowbrick/blob/59b67236a3862c73363e8edad7cd86da5b69e3b2/yellowbrick/features/radviz.py#L34-L86
def radviz(X, y=None, ax=None, features=None, classes=None, color=None, colormap=None, alpha=1.0, **kwargs): """ Displays each feature as an axis around a circle surrounding a scatter plot whose points are each individual instance. This helper function is a quick wrapper to utilize the Radia...
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Displays each feature as an axis around a circle surrounding a scatter plot whose points are each individual instance. This helper function is a quick wrapper to utilize the RadialVisualizer (Transformer) for one-off analysis. Parameters ---------- X : ndarray or DataFrame of shape n x m ...
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python
train
moderngl/moderngl
examples/window/sdl2/window.py
https://github.com/moderngl/moderngl/blob/a8f5dce8dc72ae84a2f9523887fb5f6b620049b9/examples/window/sdl2/window.py#L87-L122
def process_events(self): """ Loop through and handle all the queued events. """ for event in sdl2.ext.get_events(): if event.type == sdl2.SDL_MOUSEMOTION: self.example.mouse_position_event(event.motion.x, event.motion.y) elif event.type =...
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Loop through and handle all the queued events.
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python
train
iotile/coretools
iotilebuild/iotile/build/config/scons-local-3.0.1/SCons/PathList.py
https://github.com/iotile/coretools/blob/2d794f5f1346b841b0dcd16c9d284e9bf2f3c6ec/iotilebuild/iotile/build/config/scons-local-3.0.1/SCons/PathList.py#L49-L67
def node_conv(obj): """ This is the "string conversion" routine that we have our substitutions use to return Nodes, not strings. This relies on the fact that an EntryProxy object has a get() method that returns the underlying Node that it wraps, which is a bit of architectural dependence that w...
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This is the "string conversion" routine that we have our substitutions use to return Nodes, not strings. This relies on the fact that an EntryProxy object has a get() method that returns the underlying Node that it wraps, which is a bit of architectural dependence that we might need to break or modify ...
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python
train
adamchainz/django-mysql
django_mysql/utils.py
https://github.com/adamchainz/django-mysql/blob/967daa4245cf55c9bc5dc018e560f417c528916a/django_mysql/utils.py#L30-L51
def update(self, n, t): """ Update weighted average rate. Param n is generic; it's how many of whatever the caller is doing (rows, checksums, etc.). Param s is how long this n took, in seconds (hi-res or not). Parameters: n - Number of operations (rows, etc.) ...
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Update weighted average rate. Param n is generic; it's how many of whatever the caller is doing (rows, checksums, etc.). Param s is how long this n took, in seconds (hi-res or not). Parameters: n - Number of operations (rows, etc.) t - Amount of time in seconds that n ...
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python
train
rdussurget/py-altimetry
altimetry/externals/esutils_stat.py
https://github.com/rdussurget/py-altimetry/blob/57ce7f2d63c6bbc4993821af0bbe46929e3a2d98/altimetry/externals/esutils_stat.py#L21-L86
def histogram(data, bins=None, binsize=1., min=None, max=None, rev=False, use_weave=True, verbose=0): """ Similar to IDL histogram. For reverse indices, the fast version uses weave from scipy. This is the default. If scipy is not available a slower version is used. """ if not have_s...
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Similar to IDL histogram. For reverse indices, the fast version uses weave from scipy. This is the default. If scipy is not available a slower version is used.
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python
train
fastai/fastai
fastai/metrics.py
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/metrics.py#L266-L272
def auc_roc_score(input:Tensor, targ:Tensor): "Using trapezoid method to calculate the area under roc curve" fpr, tpr = roc_curve(input, targ) d = fpr[1:] - fpr[:-1] sl1, sl2 = [slice(None)], [slice(None)] sl1[-1], sl2[-1] = slice(1, None), slice(None, -1) return (d * (tpr[tuple(sl1)] + tpr[tupl...
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Using trapezoid method to calculate the area under roc curve
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python
train
ultrabug/py3status
py3status/py3.py
https://github.com/ultrabug/py3status/blob/4c105f1b44f7384ca4f7da5f821a47e468c7dee2/py3status/py3.py#L337-L425
def format_units(self, value, unit="B", optimal=5, auto=True, si=False): """ Takes a value and formats it for user output, we can choose the unit to use eg B, MiB, kbits/second. This is mainly for use with bytes/bits it converts the value into a human readable form. It has various ...
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Takes a value and formats it for user output, we can choose the unit to use eg B, MiB, kbits/second. This is mainly for use with bytes/bits it converts the value into a human readable form. It has various additional options but they are really only for special cases. The function retu...
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python
train
saltstack/salt
salt/returners/__init__.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/returners/__init__.py#L123-L166
def _fetch_option(cfg, ret_config, virtualname, attr_name): """ Fetch a given option value from the config. @see :func:`get_returner_options` """ # c_cfg is a dictionary returned from config.option for # any options configured for this returner. if isinstance(cfg, dict): c_cfg = cfg...
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Fetch a given option value from the config. @see :func:`get_returner_options`
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python
train
jic-dtool/dtoolcore
dtoolcore/storagebroker.py
https://github.com/jic-dtool/dtoolcore/blob/eeb9a924dc8fcf543340653748a7877be1f98e0f/dtoolcore/storagebroker.py#L258-L271
def update_readme(self, content): """Update the readme descriptive metadata.""" logger.debug("Updating readme") key = self.get_readme_key() # Back up old README content. backup_content = self.get_readme_content() backup_key = key + "-{}".format( timestamp(dat...
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Update the readme descriptive metadata.
[ "Update", "the", "readme", "descriptive", "metadata", "." ]
python
train
wiredrive/wtframework
wtframework/wtf/web/webelement.py
https://github.com/wiredrive/wtframework/blob/ef7f86c4d4cf7fb17745fd627b3cc4a41f4c0216/wtframework/wtf/web/webelement.py#L89-L114
def wait_until_element_not_visible(webdriver, locator_lambda_expression, timeout=WTF_TIMEOUT_MANAGER.NORMAL, sleep=0.5): """ Wait for a WebElement to disappear. Args: webdriver (Webdriver) - Selenium Webdriver locator (lambda) - Loc...
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Wait for a WebElement to disappear. Args: webdriver (Webdriver) - Selenium Webdriver locator (lambda) - Locator lambda expression. Kwargs: timeout (number) - timeout period sleep (number) - sleep period between intervals.
[ "Wait", "for", "a", "WebElement", "to", "disappear", "." ]
python
train
PySimpleGUI/PySimpleGUI
PySimpleGUIQt/PySimpleGUIQt.py
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/PySimpleGUIQt/PySimpleGUIQt.py#L7025-L7070
def PopupGetFolder(message, title=None, default_path='', no_window=False, size=(None, None), button_color=None, background_color=None, text_color=None, icon=DEFAULT_WINDOW_ICON, font=None, no_titlebar=False, grab_anywhere=False, keep_on_top=False, location=(None, None), initial_fol...
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Display popup with text entry field and browse button. Browse for folder :param message: :param default_path: :param no_window: :param size: :param button_color: :param background_color: :param text_color: :param icon: :param font: :param no_titlebar: :param grab_anywhere: ...
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python
train
upsight/doctor
doctor/types.py
https://github.com/upsight/doctor/blob/2cf1d433f6f1aa1355644b449a757c0660793cdd/doctor/types.py#L914-L922
def array(description, **kwargs) -> typing.Type: """Create a :class:`~doctor.types.Array` type. :param description: A description of the type. :param kwargs: Can include any attribute defined in :class:`~doctor.types.Array` """ kwargs['description'] = description return type('Array', (A...
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Create a :class:`~doctor.types.Array` type. :param description: A description of the type. :param kwargs: Can include any attribute defined in :class:`~doctor.types.Array`
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python
train
Clinical-Genomics/scout
scout/adapter/mongo/panel.py
https://github.com/Clinical-Genomics/scout/blob/90a551e2e1653a319e654c2405c2866f93d0ebb9/scout/adapter/mongo/panel.py#L375-L456
def apply_pending(self, panel_obj, version): """Apply the pending changes to an existing gene panel or create a new version of the same panel. Args: panel_obj(dict): panel in database to update version(double): panel version to update Returns: inserted_id(st...
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Apply the pending changes to an existing gene panel or create a new version of the same panel. Args: panel_obj(dict): panel in database to update version(double): panel version to update Returns: inserted_id(str): id of updated panel or the new one
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python
test
rocky/python3-trepan
trepan/processor/subcmd.py
https://github.com/rocky/python3-trepan/blob/14e91bc0acce090d67be145b1ac040cab92ac5f3/trepan/processor/subcmd.py#L38-L55
def short_help(self, subcmd_cb, subcmd_name, label=False): """Show short help for a subcommand.""" entry = self.lookup(subcmd_name) if entry: if label: prefix = entry.name else: prefix = '' pass if hasattr(entry,...
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Show short help for a subcommand.
[ "Show", "short", "help", "for", "a", "subcommand", "." ]
python
test
nwhitehead/pineapple-module
pineapple/require.py
https://github.com/nwhitehead/pineapple-module/blob/d35ac6d9c1d748dbc06ac568829325c36680b0cb/pineapple/require.py#L5-L15
def freeze(): ''' Show arguments to require() to recreate what has been installed ''' installations = {} for dist in get_installed_distributions(): req = pip.FrozenRequirement.from_dist(dist, [], find_tags=False) installations[req.name] = req return [str(installation).rstrip() f...
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Show arguments to require() to recreate what has been installed
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python
train
Opentrons/opentrons
api/src/opentrons/hardware_control/__init__.py
https://github.com/Opentrons/opentrons/blob/a7c15cc2636ecb64ab56c7edc1d8a57163aaeadf/api/src/opentrons/hardware_control/__init__.py#L383-L395
async def home_plunger(self, mount: top_types.Mount): """ Home the plunger motor for a mount, and then return it to the 'bottom' position. :param mount: the mount associated with the target plunger :type mount: :py:class:`.top_types.Mount` """ instr = self._attac...
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Home the plunger motor for a mount, and then return it to the 'bottom' position. :param mount: the mount associated with the target plunger :type mount: :py:class:`.top_types.Mount`
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python
train
zsethna/OLGA
olga/load_model.py
https://github.com/zsethna/OLGA/blob/e825c333f0f9a4eb02132e0bcf86f0dca9123114/olga/load_model.py#L258-L289
def load_igor_genomic_data(self, params_file_name, V_anchor_pos_file, J_anchor_pos_file): """Set attributes by loading in genomic data from IGoR parameter file. Sets attributes genV, max_delV_palindrome, cutV_genomic_CDR3_segs, genD, max_delDl_palindrome, max_delDr_palindrome, ...
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Set attributes by loading in genomic data from IGoR parameter file. Sets attributes genV, max_delV_palindrome, cutV_genomic_CDR3_segs, genD, max_delDl_palindrome, max_delDr_palindrome, cutD_genomic_CDR3_segs, genJ, max_delJ_palindrome, and cutJ_genomic_CDR3_segs. ...
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python
train
boriel/zxbasic
zxbparser.py
https://github.com/boriel/zxbasic/blob/23b28db10e41117805bdb3c0f78543590853b132/zxbparser.py#L2532-L2547
def p_addr_of_id(p): """ bexpr : ADDRESSOF ID | ADDRESSOF ARRAY_ID """ entry = SYMBOL_TABLE.access_id(p[2], p.lineno(2)) if entry is None: p[0] = None return entry.accessed = True result = make_unary(p.lineno(1), 'ADDRESS', entry, type_=_TYPE(gl.PTR_TYPE)) if i...
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bexpr : ADDRESSOF ID | ADDRESSOF ARRAY_ID
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python
train
bxlab/bx-python
lib/bx/intervals/random_intervals.py
https://github.com/bxlab/bx-python/blob/09cb725284803df90a468d910f2274628d8647de/lib/bx/intervals/random_intervals.py#L56-L89
def throw_random_intervals( lengths, regions, save_interval_func=None, allow_overlap=False ): """ Generates a set of non-overlapping random intervals from a length distribution. `lengths`: list containing the length of each interval to be generated. We expect this to be sorted by de...
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Generates a set of non-overlapping random intervals from a length distribution. `lengths`: list containing the length of each interval to be generated. We expect this to be sorted by decreasing length to minimize the chance of failure (MaxtriesException) and for some ...
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python
train
BlueBrain/hpcbench
hpcbench/driver/base.py
https://github.com/BlueBrain/hpcbench/blob/192d0ec142b897157ec25f131d1ef28f84752592/hpcbench/driver/base.py#L32-L54
def write_yaml_report(func): """Decorator used in campaign node post-processing """ @wraps(func) def _wrapper(*args, **kwargs): now = datetime.datetime.now() with Timer() as timer: data = func(*args, **kwargs) if isinstance(data, (SEQUENCES, types.GeneratorType))...
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Decorator used in campaign node post-processing
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python
train
google/grr
grr/server/grr_response_server/databases/mem_artifacts.py
https://github.com/google/grr/blob/5cef4e8e2f0d5df43ea4877e9c798e0bf60bfe74/grr/server/grr_response_server/databases/mem_artifacts.py#L16-L23
def WriteArtifact(self, artifact): """Writes new artifact to the database.""" name = str(artifact.name) if name in self.artifacts: raise db.DuplicatedArtifactError(name) self.artifacts[name] = artifact.Copy()
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Writes new artifact to the database.
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python
train
monarch-initiative/dipper
dipper/sources/UDP.py
https://github.com/monarch-initiative/dipper/blob/24cc80db355bbe15776edc5c7b41e0886959ba41/dipper/sources/UDP.py#L324-L439
def _add_variant_gene_relationship(self, patient_var_map, gene_coordinate_map): """ Right now it is unclear the best approach on how to connect variants to genes. In most cases has_affected_locus/GENO:0000418 is accurate; however, there are cases where a variant is in the intron ...
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python
train
hover2pi/svo_filters
svo_filters/svo.py
https://github.com/hover2pi/svo_filters/blob/f0587c4908baf636d4bdf030fa95029e8f31b975/svo_filters/svo.py#L438-L492
def load_TopHat(self, wave_min, wave_max, pixels_per_bin=100): """ Loads a top hat filter given wavelength min and max values Parameters ---------- wave_min: astropy.units.quantity (optional) The minimum wavelength to use wave_max: astropy.units.quantity (opt...
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Loads a top hat filter given wavelength min and max values Parameters ---------- wave_min: astropy.units.quantity (optional) The minimum wavelength to use wave_max: astropy.units.quantity (optional) The maximum wavelength to use n_pixels: int ...
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python
train
istresearch/scrapy-cluster
redis-monitor/plugins/info_monitor.py
https://github.com/istresearch/scrapy-cluster/blob/13aaed2349af5d792d6bcbfcadc5563158aeb599/redis-monitor/plugins/info_monitor.py#L152-L202
def _build_crawlid_info(self, master, dict): ''' Builds the crawlid info object @param master: the master dict @param dict: the dict object received @return: the crawlid info object ''' master['total_pending'] = 0 master['total_domains'] = 0 maste...
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Builds the crawlid info object @param master: the master dict @param dict: the dict object received @return: the crawlid info object
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python
train