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tensorflow/tensor2tensor
tensor2tensor/layers/discretization.py
https://github.com/tensorflow/tensor2tensor/blob/272500b6efe353aeb638d2745ed56e519462ca31/tensor2tensor/layers/discretization.py#L908-L934
def vq_nearest_neighbor(x, means, soft_em=False, num_samples=10, temperature=None): """Find the nearest element in means to elements in x.""" bottleneck_size = common_layers.shape_list(means)[0] x_norm_sq = tf.reduce_sum(tf.square(x), axis=-1, keepdims=True) means_norm_sq = tf.reduce_sum...
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Find the nearest element in means to elements in x.
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python
train
Gandi/gandi.cli
gandi/cli/core/utils/__init__.py
https://github.com/Gandi/gandi.cli/blob/6ee5b8fc8ec44b0a6c232043ca610606ad8f693d/gandi/cli/core/utils/__init__.py#L474-L477
def output_sub_line(gandi, key, val, justify): """ Base helper to output a key value using left justify.""" msg = ('\t%%-%ds:%%s' % justify) % (key, (' %s' % val) if val else '') gandi.echo(msg)
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Base helper to output a key value using left justify.
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python
train
empymod/empymod
empymod/model.py
https://github.com/empymod/empymod/blob/4a78ca4191ed4b4d42d019ce715a9a3889dba1bc/empymod/model.py#L68-L590
def bipole(src, rec, depth, res, freqtime, signal=None, aniso=None, epermH=None, epermV=None, mpermH=None, mpermV=None, msrc=False, srcpts=1, mrec=False, recpts=1, strength=0, xdirect=False, ht='fht', htarg=None, ft='sin', ftarg=None, opt=None, loop=None, verb=2): r"""Ret...
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r"""Return the electromagnetic field due to an electromagnetic source. Calculate the electromagnetic frequency- or time-domain field due to arbitrary finite electric or magnetic bipole sources, measured by arbitrary finite electric or magnetic bipole receivers. By default, the electromagnetic response ...
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python
train
RJT1990/pyflux
pyflux/arma/nnarx.py
https://github.com/RJT1990/pyflux/blob/297f2afc2095acd97c12e827dd500e8ea5da0c0f/pyflux/arma/nnarx.py#L304-L341
def _mean_prediction(self, mu, Y, h, t_z): """ Creates a h-step ahead mean prediction Parameters ---------- mu : np.ndarray The past predicted values Y : np.ndarray The past data h : int How many steps ahead for the prediction ...
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python
train
raiden-network/raiden
raiden/network/proxies/secret_registry.py
https://github.com/raiden-network/raiden/blob/407ba15c72074e9de88771d6b9661ff4dc36bef5/raiden/network/proxies/secret_registry.py#L79-L301
def register_secret_batch( self, secrets: List[Secret], ): """Register a batch of secrets. Check if they are already registered at the given block identifier.""" secrets_to_register = list() secrethashes_to_register = list() secrethashes_not_sent = lis...
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Register a batch of secrets. Check if they are already registered at the given block identifier.
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python
train
ubccr/pinky
pinky/perception/aromaticity.py
https://github.com/ubccr/pinky/blob/e9d6e8ff72aa7f670b591e3bd3629cb879db1a93/pinky/perception/aromaticity.py#L237-L264
def addHydrogens(molecule, usedPyroles=None): """(molecule) -> add implicit hydrogens to a molecule. If the atom has specified valences and the atom must be charged then a Valence Error is raised""" for atom in molecule.atoms: # if the atom has an explicit hcount, we can't set the # hcou...
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(molecule) -> add implicit hydrogens to a molecule. If the atom has specified valences and the atom must be charged then a Valence Error is raised
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python
train
limodou/uliweb
uliweb/lib/werkzeug/contrib/jsrouting.py
https://github.com/limodou/uliweb/blob/34472f25e4bc0b954a35346672f94e84ef18b076/uliweb/lib/werkzeug/contrib/jsrouting.py#L236-L247
def js_to_url_function(converter): """Get the JavaScript converter function from a rule.""" if hasattr(converter, 'js_to_url_function'): data = converter.js_to_url_function() else: for cls in getmro(type(converter)): if cls in js_to_url_functions: data = js_to_url...
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Get the JavaScript converter function from a rule.
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python
train
xi/ldif3
ldif3.py
https://github.com/xi/ldif3/blob/debc4222bb48492de0d3edcc3c71fdae5bc612a4/ldif3.py#L233-L240
def _strip_line_sep(self, s): """Strip trailing line separators from s, but no other whitespaces.""" if s[-2:] == b'\r\n': return s[:-2] elif s[-1:] == b'\n': return s[:-1] else: return s
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Strip trailing line separators from s, but no other whitespaces.
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python
train
gem/oq-engine
openquake/hazardlib/gsim/akkar_bommer_2010.py
https://github.com/gem/oq-engine/blob/8294553a0b8aba33fd96437a35065d03547d0040/openquake/hazardlib/gsim/akkar_bommer_2010.py#L195-L209
def _get_fault_type_dummy_variables(self, sites, rup, imt): """ Same classification of SadighEtAl1997. Akkar and Bommer 2010 is based on Akkar and Bommer 2007b; read Strong-Motion Dataset and Record Processing on p. 514 (Akkar and Bommer 2007b). """ Fn, Fr = 0, 0 ...
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Same classification of SadighEtAl1997. Akkar and Bommer 2010 is based on Akkar and Bommer 2007b; read Strong-Motion Dataset and Record Processing on p. 514 (Akkar and Bommer 2007b).
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python
train
theislab/scanpy
scanpy/utils.py
https://github.com/theislab/scanpy/blob/9e4e5ee02e04cf618872d9b098e24f0542e8b227/scanpy/utils.py#L180-L340
def cross_entropy_neighbors_in_rep(adata, use_rep, n_points=3): """Compare neighborhood graph of representation based on cross entropy. `n_points` denotes the number of points to add as highlight annotation. Returns ------- The cross entropy and the geodesic-distance-weighted cross entropy as ...
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Compare neighborhood graph of representation based on cross entropy. `n_points` denotes the number of points to add as highlight annotation. Returns ------- The cross entropy and the geodesic-distance-weighted cross entropy as ``entropy, geo_entropy_d, geo_entropy_o``. Adds the most overlappi...
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python
train
unt-libraries/pyuntl
pyuntl/form_logic.py
https://github.com/unt-libraries/pyuntl/blob/f92413302897dab948aac18ee9e482ace0187bd4/pyuntl/form_logic.py#L30-L42
def get_qualifier_dict(vocabularies, qualifier_vocab): """Get the qualifier dictionary based on the element's qualifier vocabulary. """ # Raise exception if the vocabulary can't be found. if vocabularies.get(qualifier_vocab, None) is None: raise UNTLFormException( 'Could not retr...
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Get the qualifier dictionary based on the element's qualifier vocabulary.
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python
train
google/textfsm
textfsm/parser.py
https://github.com/google/textfsm/blob/63a2aaece33e07947aa80963dca99b893964633b/textfsm/parser.py#L1044-L1093
def main(argv=None): """Validate text parsed with FSM or validate an FSM via command line.""" if argv is None: argv = sys.argv try: opts, args = getopt.getopt(argv[1:], 'h', ['help']) except getopt.error as msg: raise Usage(msg) for opt, _ in opts: if opt in ('-h', '--help'): print(__...
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Validate text parsed with FSM or validate an FSM via command line.
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python
train
gwastro/pycbc
pycbc/inference/io/base_mcmc.py
https://github.com/gwastro/pycbc/blob/7a64cdd104d263f1b6ea0b01e6841837d05a4cb3/pycbc/inference/io/base_mcmc.py#L291-L354
def write_samples(self, samples, parameters=None, last_iteration=None): """Writes samples to the given file. Results are written to ``samples_group/{vararg}``, where ``{vararg}`` is the name of a model params. The samples are written as an ``nwalkers x niterations`` array. If samples al...
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Writes samples to the given file. Results are written to ``samples_group/{vararg}``, where ``{vararg}`` is the name of a model params. The samples are written as an ``nwalkers x niterations`` array. If samples already exist, the new samples are appended to the current. If the c...
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python
train
facetoe/zenpy
zenpy/lib/api.py
https://github.com/facetoe/zenpy/blob/34c54c7e408b9ed01604ddf8b3422204c8bf31ea/zenpy/lib/api.py#L1930-L1942
def bulk_attachments(self, article, attachments): """ This function implements associating attachments to an article after article creation (for unassociated attachments). :param article: Article id or :class:`Article` object :param attachments: :class:`ArticleAttachment` object...
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This function implements associating attachments to an article after article creation (for unassociated attachments). :param article: Article id or :class:`Article` object :param attachments: :class:`ArticleAttachment` object, or list of :class:`ArticleAttachment` objects, up to 20 supp...
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python
train
bitesofcode/projexui
projexui/widgets/xmultitagedit.py
https://github.com/bitesofcode/projexui/blob/f18a73bec84df90b034ca69b9deea118dbedfc4d/projexui/widgets/xmultitagedit.py#L313-L354
def dropEvent( self, event ): """ Handles the drop event. :param event | <QDropEvent> """ tags = nativestring(event.mimeData().text()) # handle an internal move if event.source() == self: curr_item = self.selectedItems()[0...
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Handles the drop event. :param event | <QDropEvent>
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python
train
Capitains/Nautilus
capitains_nautilus/cts/resolver/base.py
https://github.com/Capitains/Nautilus/blob/6be453fe0cc0e2c1b89ff06e5af1409165fc1411/capitains_nautilus/cts/resolver/base.py#L48-L59
def xmlparse(self, file): """ Parse a XML file :param file: Opened File :return: Tree """ if self.CACHE_FULL_TEI is True: return self.get_or( _cache_key("Nautilus", self.name, "File", "Tree", file.name), super(ProtoNautilusCtsResolver,...
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Parse a XML file :param file: Opened File :return: Tree
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python
train
python-openxml/python-docx
docx/oxml/section.py
https://github.com/python-openxml/python-docx/blob/6756f6cd145511d3eb6d1d188beea391b1ddfd53/docx/oxml/section.py#L147-L154
def get_headerReference(self, type_): """Return headerReference element of *type_* or None if not present.""" matching_headerReferences = self.xpath( "./w:headerReference[@w:type='%s']" % WD_HEADER_FOOTER.to_xml(type_) ) if len(matching_headerReferences) == 0: ret...
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Return headerReference element of *type_* or None if not present.
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python
train
rameshg87/pyremotevbox
pyremotevbox/ZSI/address.py
https://github.com/rameshg87/pyremotevbox/blob/123dffff27da57c8faa3ac1dd4c68b1cf4558b1a/pyremotevbox/ZSI/address.py#L148-L194
def setRequest(self, endPointReference, action): '''Call For Request ''' self._action = action self.header_pyobjs = None pyobjs = [] namespaceURI = self.wsAddressURI addressTo = self._addressTo messageID = self._messageID = "uuid:%s" %time.time() ...
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Call For Request
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python
train
python-diamond/Diamond
src/diamond/handler/g_metric.py
https://github.com/python-diamond/Diamond/blob/0f3eb04327d6d3ed5e53a9967d6c9d2c09714a47/src/diamond/handler/g_metric.py#L60-L72
def get_default_config(self): """ Return the default config for the handler """ config = super(GmetricHandler, self).get_default_config() config.update({ 'host': 'localhost', 'port': 8651, 'protocol': 'udp', }) return config
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Return the default config for the handler
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python
train
jazzband/django-axes
axes/attempts.py
https://github.com/jazzband/django-axes/blob/3e215a174030e43e7ab8c2a79c395eb0eeddc667/axes/attempts.py#L33-L42
def filter_user_attempts(request: AxesHttpRequest, credentials: dict = None) -> QuerySet: """ Return a queryset of AccessAttempts that match the given request and credentials. """ username = get_client_username(request, credentials) filter_kwargs = get_client_parameters(username, request.axes_ip_a...
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Return a queryset of AccessAttempts that match the given request and credentials.
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python
train
linkhub-sdk/popbill.py
popbill/messageService.py
https://github.com/linkhub-sdk/popbill.py/blob/68a0dd7f7a937603318e93be321fde73c50b96cc/popbill/messageService.py#L381-L395
def getMessagesRN(self, CorpNum, RequestNum, UserID=None): """ 문자 전송결과 조회 args CorpNum : 팝빌회원 사업자번호 RequestNum : 전송요청시 할당한 전송요청번호 UserID : 팝빌회원 아이디 return 전송정보 as list raise PopbillExcept...
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문자 전송결과 조회 args CorpNum : 팝빌회원 사업자번호 RequestNum : 전송요청시 할당한 전송요청번호 UserID : 팝빌회원 아이디 return 전송정보 as list raise PopbillException
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python
train
yoeo/guesslang
tools/download_github_repo.py
https://github.com/yoeo/guesslang/blob/03e33b77c73238c0fe4600147e8c926515a2887f/tools/download_github_repo.py#L117-L140
def retry(default=None): """Retry functions after failures""" def decorator(func): """Retry decorator""" @functools.wraps(func) def _wrapper(*args, **kw): for pos in range(1, MAX_RETRIES): try: return func(*args, **kw) exc...
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Retry functions after failures
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python
train
spyder-ide/spyder
spyder/widgets/tabs.py
https://github.com/spyder-ide/spyder/blob/f76836ce1b924bcc4efd3f74f2960d26a4e528e0/spyder/widgets/tabs.py#L164-L168
def mousePressEvent(self, event): """Reimplement Qt method""" if event.button() == Qt.LeftButton: self.__drag_start_pos = QPoint(event.pos()) QTabBar.mousePressEvent(self, event)
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Reimplement Qt method
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python
train
Rapptz/discord.py
discord/channel.py
https://github.com/Rapptz/discord.py/blob/05d4f7f9620ef33635d6ac965b26528e09cdaf5b/discord/channel.py#L725-L731
def voice_channels(self): """List[:class:`VoiceChannel`]: Returns the voice channels that are under this category.""" ret = [c for c in self.guild.channels if c.category_id == self.id and isinstance(c, VoiceChannel)] ret.sort(key=lambda c: (c.position, c.id)) retu...
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List[:class:`VoiceChannel`]: Returns the voice channels that are under this category.
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python
train
materialsproject/pymatgen
pymatgen/io/abinit/tasks.py
https://github.com/materialsproject/pymatgen/blob/4ca558cf72f8d5f8a1f21dfdfc0181a971c186da/pymatgen/io/abinit/tasks.py#L1681-L1693
def communicate(self, input=None): """ Interact with process: Send data to stdin. Read data from stdout and stderr, until end-of-file is reached. Wait for process to terminate. The optional input argument should be a string to be sent to the child process, or None, if no data should be s...
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Interact with process: Send data to stdin. Read data from stdout and stderr, until end-of-file is reached. Wait for process to terminate. The optional input argument should be a string to be sent to the child process, or None, if no data should be sent to the child. communicate() returns a tupl...
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python
train
gbiggs/rtsprofile
rtsprofile/utils.py
https://github.com/gbiggs/rtsprofile/blob/fded6eddcb0b25fe9808b1b12336a4413ea00905/rtsprofile/utils.py#L72-L81
def indent_string(string, num_spaces=2): '''Add indentation to a string. Replaces all new lines in the string with a new line followed by the specified number of spaces, and adds the specified number of spaces to the start of the string. ''' indent = ' '.ljust(num_spaces) return indent + r...
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python
train
google/mobly
mobly/logger.py
https://github.com/google/mobly/blob/38ba2cf7d29a20e6a2fca1718eecb337df38db26/mobly/logger.py#L35-L49
def _parse_logline_timestamp(t): """Parses a logline timestamp into a tuple. Args: t: Timestamp in logline format. Returns: An iterable of date and time elements in the order of month, day, hour, minute, second, microsecond. """ date, time = t.split(' ') month, day = da...
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Parses a logline timestamp into a tuple. Args: t: Timestamp in logline format. Returns: An iterable of date and time elements in the order of month, day, hour, minute, second, microsecond.
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python
train
ejhigson/nestcheck
nestcheck/plots.py
https://github.com/ejhigson/nestcheck/blob/29151c314deb89746fd674f27f6ce54b77603189/nestcheck/plots.py#L790-L815
def average_by_key(dict_in, key): """Helper function for plot_run_nlive. Try returning the average of dict_in[key] and, if this does not work or if key is None, return average of whole dict. Parameters ---------- dict_in: dict Values should be arrays. key: str Returns ----...
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Helper function for plot_run_nlive. Try returning the average of dict_in[key] and, if this does not work or if key is None, return average of whole dict. Parameters ---------- dict_in: dict Values should be arrays. key: str Returns ------- average: float
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python
train
AndrewAnnex/SpiceyPy
spiceypy/spiceypy.py
https://github.com/AndrewAnnex/SpiceyPy/blob/fc20a9b9de68b58eed5b332f0c051fb343a6e335/spiceypy/spiceypy.py#L6781-L6805
def hrmint(xvals, yvals, x): """ Evaluate a Hermite interpolating polynomial at a specified abscissa value. https://naif.jpl.nasa.gov/pub/naif/toolkit_docs/C/cspice/hrmint_c.html :param xvals: Abscissa values. :type xvals: Array of floats :param yvals: Ordinate and derivative value...
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Evaluate a Hermite interpolating polynomial at a specified abscissa value. https://naif.jpl.nasa.gov/pub/naif/toolkit_docs/C/cspice/hrmint_c.html :param xvals: Abscissa values. :type xvals: Array of floats :param yvals: Ordinate and derivative values. :type yvals: Array of floats :...
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python
train
python-gitlab/python-gitlab
gitlab/base.py
https://github.com/python-gitlab/python-gitlab/blob/16de1b03fde3dbbe8f851614dd1d8c09de102fe5/gitlab/base.py#L128-L132
def get_id(self): """Returns the id of the resource.""" if self._id_attr is None or not hasattr(self, self._id_attr): return None return getattr(self, self._id_attr)
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Returns the id of the resource.
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python
train
numenta/htmresearch
htmresearch/regions/ApicalTMSequenceRegion.py
https://github.com/numenta/htmresearch/blob/70c096b09a577ea0432c3f3bfff4442d4871b7aa/htmresearch/regions/ApicalTMSequenceRegion.py#L450-L459
def setParameter(self, parameterName, index, parameterValue): """ Set the value of a Spec parameter. Most parameters are handled automatically by PyRegion's parameter set mechanism. The ones that need special treatment are explicitly handled here. """ if hasattr(self, parameterName): setat...
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Set the value of a Spec parameter. Most parameters are handled automatically by PyRegion's parameter set mechanism. The ones that need special treatment are explicitly handled here.
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python
train
log2timeline/dftimewolf
dftimewolf/lib/containers/interface.py
https://github.com/log2timeline/dftimewolf/blob/45f898476a288d73c4256ae8e3836a2a4848c0d7/dftimewolf/lib/containers/interface.py#L65-L77
def get_attribute_names(self): """Retrieves the names of all attributes. Returns: list[str]: attribute names. """ attribute_names = [] for attribute_name in iter(self.__dict__.keys()): # Not using startswith to improve performance. if attribute_name[0] == '_': continue ...
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Retrieves the names of all attributes. Returns: list[str]: attribute names.
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python
train
F483/btctxstore
btctxstore/api.py
https://github.com/F483/btctxstore/blob/5790ace3a3d4c9bcc759e7c931fc4a57d40b6c25/btctxstore/api.py#L282-L285
def retrieve_data_blob(self, txid): """TODO add docstring""" rawtx = self.retrieve_tx(txid) return self.get_data_blob(rawtx)
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TODO add docstring
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python
train
saltstack/salt
salt/states/rbenv.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/states/rbenv.py#L150-L172
def _check_and_uninstall_ruby(ret, ruby, user=None): ''' Verify that ruby is uninstalled ''' ret = _ruby_installed(ret, ruby, user=user) if ret['result']: if ret['default']: __salt__['rbenv.default']('system', runas=user) if __salt__['rbenv.uninstall_ruby'](ruby, runas=u...
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Verify that ruby is uninstalled
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python
train
edx/edx-drf-extensions
edx_rest_framework_extensions/auth/jwt/middleware.py
https://github.com/edx/edx-drf-extensions/blob/2f4c1682b8471bf894ea566a43fd9f91ba219f83/edx_rest_framework_extensions/auth/jwt/middleware.py#L28-L34
def _includes_base_class(self, iter_classes, base_class): """ Returns whether any class in iter_class is a subclass of the given base_class. """ return any( issubclass(auth_class, base_class) for auth_class in iter_classes, )
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Returns whether any class in iter_class is a subclass of the given base_class.
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python
train
ARMmbed/yotta
yotta/lib/registry_access.py
https://github.com/ARMmbed/yotta/blob/56bc1e56c602fa20307b23fe27518e9cd6c11af1/yotta/lib/registry_access.py#L455-L477
def createFromSource(cls, vs, name, registry): ''' returns a registry component for anything that's a valid package name (this does not guarantee that the component actually exists in the registry: use availableVersions() for that). ''' # we deliberately allow only lowerc...
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returns a registry component for anything that's a valid package name (this does not guarantee that the component actually exists in the registry: use availableVersions() for that).
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python
valid
flatangle/flatlib
flatlib/datetime.py
https://github.com/flatangle/flatlib/blob/44e05b2991a296c678adbc17a1d51b6a21bc867c/flatlib/datetime.py#L129-L138
def time(self): """ Returns time as list [hh,mm,ss]. """ slist = self.toList() if slist[0] == '-': slist[1] *= -1 # We must do a trick if we want to # make negative zeros explicit if slist[1] == -0: slist[1] = -0.0 return s...
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Returns time as list [hh,mm,ss].
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python
train
DarkEnergySurvey/ugali
ugali/utils/plotting.py
https://github.com/DarkEnergySurvey/ugali/blob/21e890b4117fc810afb6fb058e8055d564f03382/ugali/utils/plotting.py#L1499-L1506
def makePath(x_path, y_path, epsilon=1.e-10): """ Create closed path. """ x_path_closed = np.concatenate([x_path, x_path[::-1]]) y_path_closed = np.concatenate([y_path, epsilon + y_path[::-1]]) path = matplotlib.path.Path(list(zip(x_path_closed, y_path_closed))) return path
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Create closed path.
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python
train
inveniosoftware/invenio-oauthclient
invenio_oauthclient/handlers.py
https://github.com/inveniosoftware/invenio-oauthclient/blob/2500dc6935738107617aeade79e050d7608004bb/invenio_oauthclient/handlers.py#L202-L211
def token_delete(remote, token=''): """Remove OAuth access tokens from session. :param remote: The remote application. :param token: Type of token to get. Data passed from ``oauth.request()`` to identify which token to retrieve. (Default: ``''``) :returns: The token. """ session_key = t...
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Remove OAuth access tokens from session. :param remote: The remote application. :param token: Type of token to get. Data passed from ``oauth.request()`` to identify which token to retrieve. (Default: ``''``) :returns: The token.
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python
train
pyamg/pyamg
pyamg/util/BSR_utils.py
https://github.com/pyamg/pyamg/blob/89dc54aa27e278f65d2f54bdaf16ab97d7768fa6/pyamg/util/BSR_utils.py#L9-L61
def BSR_Get_Row(A, i): """Return row i in BSR matrix A. Only nonzero entries are returned Parameters ---------- A : bsr_matrix Input matrix i : int Row number Returns ------- z : array Actual nonzero values for row i colindx Array of column indices for the ...
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Return row i in BSR matrix A. Only nonzero entries are returned Parameters ---------- A : bsr_matrix Input matrix i : int Row number Returns ------- z : array Actual nonzero values for row i colindx Array of column indices for the nonzeros of row i ...
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python
train
sethmlarson/virtualbox-python
virtualbox/library.py
https://github.com/sethmlarson/virtualbox-python/blob/706c8e3f6e3aee17eb06458e73cbb4bc2d37878b/virtualbox/library.py#L8453-L8468
def remove_shared_folder(self, name): """Removes the global shared folder with the given name previously created by :py:func:`create_shared_folder` from the collection of shared folders and stops sharing it. In the current implementation, this operation is not implement...
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Removes the global shared folder with the given name previously created by :py:func:`create_shared_folder` from the collection of shared folders and stops sharing it. In the current implementation, this operation is not implemented. in name of type str Logi...
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python
train
ssalentin/plip
plip/modules/report.py
https://github.com/ssalentin/plip/blob/906c8d36463689779b403f6c2c9ed06174acaf9a/plip/modules/report.py#L275-L281
def write_section(self, name, features, info, f): """Provides formatting for one section (e.g. hydrogen bonds)""" if not len(info) == 0: f.write('\n\n### %s ###\n' % name) f.write('%s\n' % '\t'.join(features)) for line in info: f.write('%s\n' % '\t'.jo...
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Provides formatting for one section (e.g. hydrogen bonds)
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python
train
Robpol86/colorclass
colorclass/color.py
https://github.com/Robpol86/colorclass/blob/692e2d6f5ad470b6221c8cb9641970dc5563a572/colorclass/color.py#L187-L196
def bgcyan(cls, string, auto=False): """Color-code entire string. :param str string: String to colorize. :param bool auto: Enable auto-color (dark/light terminal). :return: Class instance for colorized string. :rtype: Color """ return cls.colorize('bgcyan', stri...
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Color-code entire string. :param str string: String to colorize. :param bool auto: Enable auto-color (dark/light terminal). :return: Class instance for colorized string. :rtype: Color
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python
train
nickmckay/LiPD-utilities
Matlab/bagit.py
https://github.com/nickmckay/LiPD-utilities/blob/5dab6bbeffc5effd68e3a6beaca6b76aa928e860/Matlab/bagit.py#L353-L364
def validate(self, processes=1, fast=False): """Checks the structure and contents are valid. If you supply the parameter fast=True the Payload-Oxum (if present) will be used to check that the payload files are present and accounted for, instead of re-calculating fixities and comp...
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Checks the structure and contents are valid. If you supply the parameter fast=True the Payload-Oxum (if present) will be used to check that the payload files are present and accounted for, instead of re-calculating fixities and comparing them against the manifest. By default validate() ...
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python
train
tornadoweb/tornado
tornado/iostream.py
https://github.com/tornadoweb/tornado/blob/b8b481770bcdb333a69afde5cce7eaa449128326/tornado/iostream.py#L817-L837
def _try_inline_read(self) -> None: """Attempt to complete the current read operation from buffered data. If the read can be completed without blocking, schedules the read callback on the next IOLoop iteration; otherwise starts listening for reads on the socket. """ # Se...
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Attempt to complete the current read operation from buffered data. If the read can be completed without blocking, schedules the read callback on the next IOLoop iteration; otherwise starts listening for reads on the socket.
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python
train
05bit/peewee-async
peewee_async.py
https://github.com/05bit/peewee-async/blob/d15f4629da1d9975da4ec37306188e68d288c862/peewee_async.py#L1496-L1511
def get_data(self, create=False): """Get dict stored for current running task. Return `None` or an empty dict if no data was found depending on the `create` argument value. :param create: if argument is `True`, create empty dict for task, default: `False` ...
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Get dict stored for current running task. Return `None` or an empty dict if no data was found depending on the `create` argument value. :param create: if argument is `True`, create empty dict for task, default: `False`
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python
train
rytilahti/python-eq3bt
eq3bt/eq3btsmart.py
https://github.com/rytilahti/python-eq3bt/blob/595459d9885920cf13b7059a1edd2cf38cede1f0/eq3bt/eq3btsmart.py#L211-L234
def mode(self, mode): """Set the operation mode.""" _LOGGER.debug("Setting new mode: %s", mode) if self.mode == Mode.Boost and mode != Mode.Boost: self.boost = False if mode == Mode.Boost: self.boost = True return elif mode == Mode.Away: ...
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Set the operation mode.
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python
train
tcalmant/ipopo
pelix/ipopo/core.py
https://github.com/tcalmant/ipopo/blob/2f9ae0c44cd9c34ef1a9d50837b3254e75678eb1/pelix/ipopo/core.py#L597-L604
def _unregister_all_factories(self): """ Unregisters all factories. This method should be called only after the iPOPO service has been unregistered (that's why it's not locked) """ factories = list(self.__factories.keys()) for factory_name in factories: self.u...
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Unregisters all factories. This method should be called only after the iPOPO service has been unregistered (that's why it's not locked)
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python
train
defunkt/pystache
pystache/renderer.py
https://github.com/defunkt/pystache/blob/17a5dfdcd56eb76af731d141de395a7632a905b8/pystache/renderer.py#L347-L367
def _render_object(self, obj, *context, **kwargs): """ Render the template associated with the given object. """ loader = self._make_loader() # TODO: consider an approach that does not require using an if # block here. For example, perhaps this class's loader can be ...
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Render the template associated with the given object.
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python
train
makearl/tornado-profile
tornado_profile.py
https://github.com/makearl/tornado-profile/blob/1b721480d7edc6229f991469e88b9f7a8bb914f3/tornado_profile.py#L204-L210
def post(self): """Start a new profiler.""" CProfileWrapper.profiler = cProfile.Profile() CProfileWrapper.profiler.enable() self.running = True self.set_status(201) self.finish()
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Start a new profiler.
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python
test
kentik/kentikapi-py
kentikapi/v5/tagging.py
https://github.com/kentik/kentikapi-py/blob/aa94c0b7eaf88409818b97967d7293e309e11bab/kentikapi/v5/tagging.py#L51-L105
def parts(self): """Return an array of batch parts to submit""" parts = [] upserts = dict() deletes = [] # we keep track of the batch size as we go (pretty close approximation!) so we can chunk it small enough # to limit the HTTP posts to under 700KB - server limits to...
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Return an array of batch parts to submit
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python
train
Microsoft/nni
src/sdk/pynni/nni/hyperband_advisor/hyperband_advisor.py
https://github.com/Microsoft/nni/blob/c7cc8db32da8d2ec77a382a55089f4e17247ce41/src/sdk/pynni/nni/hyperband_advisor/hyperband_advisor.py#L367-L393
def handle_trial_end(self, data): """ Parameters ---------- data: dict() it has three keys: trial_job_id, event, hyper_params trial_job_id: the id generated by training service event: the job's state hyper_params: the hyperparameters (a str...
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Parameters ---------- data: dict() it has three keys: trial_job_id, event, hyper_params trial_job_id: the id generated by training service event: the job's state hyper_params: the hyperparameters (a string) generated and returned by tuner
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python
train
bspaans/python-mingus
mingus/core/chords.py
https://github.com/bspaans/python-mingus/blob/aa5a5d992d45ada61be0f9f86261380731bd7749/mingus/core/chords.py#L390-L398
def eleventh(note): """Build an eleventh chord on note. Example: >>> eleventh('C') ['C', 'G', 'Bb', 'F'] """ return [note, intervals.perfect_fifth(note), intervals.minor_seventh(note), intervals.perfect_fourth(note)]
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Build an eleventh chord on note. Example: >>> eleventh('C') ['C', 'G', 'Bb', 'F']
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python
train
LonamiWebs/Telethon
telethon/client/downloads.py
https://github.com/LonamiWebs/Telethon/blob/1ead9757d366b58c1e0567cddb0196e20f1a445f/telethon/client/downloads.py#L192-L318
async def download_file( self, input_location, file=None, *, part_size_kb=None, file_size=None, progress_callback=None, dc_id=None): """ Downloads the given input location to a file. Args: input_location (:tl:`InputFileLocation`): The file loc...
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Downloads the given input location to a file. Args: input_location (:tl:`InputFileLocation`): The file location from which the file will be downloaded. See `telethon.utils.get_input_location` source for a complete list of supported types. ...
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python
train
apple/turicreate
src/unity/python/turicreate/toolkits/evaluation.py
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/toolkits/evaluation.py#L337-L372
def confusion_matrix(targets, predictions): r""" Compute the confusion matrix for classifier predictions. Parameters ---------- targets : SArray Ground truth class labels (cannot be of type float). predictions : SArray The prediction that corresponds to each target value. ...
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r""" Compute the confusion matrix for classifier predictions. Parameters ---------- targets : SArray Ground truth class labels (cannot be of type float). predictions : SArray The prediction that corresponds to each target value. This vector must have the same length as ``ta...
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python
train
mikedh/trimesh
trimesh/scene/scene.py
https://github.com/mikedh/trimesh/blob/25e059bf6d4caa74f62ffd58ce4f61a90ee4e518/trimesh/scene/scene.py#L740-L777
def explode(self, vector=None, origin=None): """ Explode a scene around a point and vector. Parameters ----------- vector : (3,) float or float Explode radially around a direction vector or spherically origin : (3,) float Point to explode around ...
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Explode a scene around a point and vector. Parameters ----------- vector : (3,) float or float Explode radially around a direction vector or spherically origin : (3,) float Point to explode around
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python
train
dadadel/pyment
pyment/docstring.py
https://github.com/dadadel/pyment/blob/3d1bdf87d083ff56230bd0bf7c5252e20552b7b6/pyment/docstring.py#L411-L437
def get_raw_not_managed(self, data): """Get elements not managed. They can be used as is. :param data: the data to proceed """ keys = ['also', 'ref', 'note', 'other', 'example', 'method', 'attr'] elems = [self.opt[k] for k in self.opt if k in keys] data = data.splitline...
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Get elements not managed. They can be used as is. :param data: the data to proceed
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python
train
productml/blurr
blurr/core/base.py
https://github.com/productml/blurr/blob/1b688b2c4a9bbbb2139c58bf0682ddc05a6c24fa/blurr/core/base.py#L78-L82
def validate_enum_attribute(self, attribute: str, candidates: Set[Union[str, int, float]]) -> None: """ Validates that the attribute value is among the candidates """ self.add_errors( validate_enum_attribute(self.fully_qualified_name, self._spec, attribute, ca...
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Validates that the attribute value is among the candidates
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python
train
twilio/twilio-python
twilio/rest/api/v2010/account/outgoing_caller_id.py
https://github.com/twilio/twilio-python/blob/c867895f55dcc29f522e6e8b8868d0d18483132f/twilio/rest/api/v2010/account/outgoing_caller_id.py#L141-L150
def get(self, sid): """ Constructs a OutgoingCallerIdContext :param sid: The unique string that identifies the resource :returns: twilio.rest.api.v2010.account.outgoing_caller_id.OutgoingCallerIdContext :rtype: twilio.rest.api.v2010.account.outgoing_caller_id.OutgoingCallerIdCo...
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Constructs a OutgoingCallerIdContext :param sid: The unique string that identifies the resource :returns: twilio.rest.api.v2010.account.outgoing_caller_id.OutgoingCallerIdContext :rtype: twilio.rest.api.v2010.account.outgoing_caller_id.OutgoingCallerIdContext
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python
train
BlueBrain/NeuroM
neurom/io/neurolucida.py
https://github.com/BlueBrain/NeuroM/blob/254bb73535b20053d175bc4725bade662177d12b/neurom/io/neurolucida.py#L260-L275
def read(morph_file, data_wrapper=DataWrapper): '''return a 'raw_data' np.array with the full neuron, and the format of the file suitable to be wrapped by DataWrapper ''' msg = ('This is an experimental reader. ' 'There are no guarantees regarding ability to parse ' 'Neurolucida ....
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return a 'raw_data' np.array with the full neuron, and the format of the file suitable to be wrapped by DataWrapper
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python
train
blockstack/virtualchain
virtualchain/lib/indexer.py
https://github.com/blockstack/virtualchain/blob/fcfc970064ca7dfcab26ebd3ab955870a763ea39/virtualchain/lib/indexer.py#L1244-L1340
def process_ops(self, block_id, ops): """ Given a transaction-ordered sequence of parsed operations, check their validity and give them to the state engine to affect state changes. It calls 'db_check' to validate each operation, and 'db_commit' to add it to the state en...
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Given a transaction-ordered sequence of parsed operations, check their validity and give them to the state engine to affect state changes. It calls 'db_check' to validate each operation, and 'db_commit' to add it to the state engine. Gets back a list of state transitions (ops)...
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python
train
common-workflow-language/cwltool
cwltool/process.py
https://github.com/common-workflow-language/cwltool/blob/cb81b22abc52838823da9945f04d06739ab32fda/cwltool/process.py#L383-L402
def avroize_type(field_type, name_prefix=""): # type: (Union[List[Dict[Text, Any]], Dict[Text, Any]], Text) -> Any """ adds missing information to a type so that CWL types are valid in schema_salad. """ if isinstance(field_type, MutableSequence): for field in field_type: avroize_...
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adds missing information to a type so that CWL types are valid in schema_salad.
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python
train
mgedmin/check-manifest
check_manifest.py
https://github.com/mgedmin/check-manifest/blob/7f787e8272f56c5750670bfb3223509e0df72708/check_manifest.py#L649-L659
def read_manifest(): """Read existing configuration from MANIFEST.in. We use that to ignore anything the MANIFEST.in ignores. """ # XXX modifies global state, which is kind of evil if not os.path.isfile('MANIFEST.in'): return ignore, ignore_regexps = _get_ignore_from_manifest('MANIFEST....
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Read existing configuration from MANIFEST.in. We use that to ignore anything the MANIFEST.in ignores.
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python
train
econ-ark/HARK
HARK/ConsumptionSaving/ConsPrefShockModel.py
https://github.com/econ-ark/HARK/blob/3d184153a189e618a87c9540df1cd12044039cc5/HARK/ConsumptionSaving/ConsPrefShockModel.py#L395-L457
def solveConsPrefShock(solution_next,IncomeDstn,PrefShkDstn, LivPrb,DiscFac,CRRA,Rfree,PermGroFac,BoroCnstArt, aXtraGrid,vFuncBool,CubicBool): ''' Solves a single period of a consumption-saving model with preference shocks to marginal utility. Problem is solved...
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Solves a single period of a consumption-saving model with preference shocks to marginal utility. Problem is solved using the method of endogenous gridpoints. Parameters ---------- solution_next : ConsumerSolution The solution to the succeeding one period problem. IncomeDstn : [np.array] ...
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python
train
F5Networks/f5-common-python
f5/utils/decorators.py
https://github.com/F5Networks/f5-common-python/blob/7e67d5acd757a60e3d5f8c88c534bd72208f5494/f5/utils/decorators.py#L28-L47
def poll_for_exceptionless_callable(callable, attempts, interval): '''Poll with a given callable for a specified number of times. :param callable: callable to invoke in loop -- if no exception is raised the call is considered succeeded :param attempts: number of iterations to attempt ...
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python
train
jtwhite79/pyemu
pyemu/pst/pst_controldata.py
https://github.com/jtwhite79/pyemu/blob/c504d8e7a4097cec07655a6318d275739bd8148a/pyemu/pst/pst_controldata.py#L356-L364
def formatted_values(self): """ list the entries and current values in the control data section Returns ------- formatted_values : pandas.Series """ return self._df.apply(lambda x: self.formatters[x["type"]](x["value"]),axis=1)
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list the entries and current values in the control data section Returns ------- formatted_values : pandas.Series
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python
train
ungarj/mapchete
mapchete/tile.py
https://github.com/ungarj/mapchete/blob/d482918d0e66a5b414dff6aa7cc854e01fc60ee4/mapchete/tile.py#L102-L117
def tiles_from_geom(self, geometry, zoom): """ Return all tiles intersecting with input geometry. Parameters ---------- geometry : ``shapely.geometry`` zoom : integer zoom level Yields ------ intersecting tiles : ``BufferedTile`` ...
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Return all tiles intersecting with input geometry. Parameters ---------- geometry : ``shapely.geometry`` zoom : integer zoom level Yields ------ intersecting tiles : ``BufferedTile``
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python
valid
mikedh/trimesh
trimesh/grouping.py
https://github.com/mikedh/trimesh/blob/25e059bf6d4caa74f62ffd58ce4f61a90ee4e518/trimesh/grouping.py#L595-L635
def group_distance(values, distance): """ Find groups of points which have neighbours closer than radius, where no two points in a group are farther than distance apart. Parameters --------- points : (n, d) float Points of dimension d distance : float Max distance between ...
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Find groups of points which have neighbours closer than radius, where no two points in a group are farther than distance apart. Parameters --------- points : (n, d) float Points of dimension d distance : float Max distance between points in a cluster Returns ---------- ...
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python
train
qubell/contrib-python-qubell-client
qubell/cli/__main__.py
https://github.com/qubell/contrib-python-qubell-client/blob/4586ea11d5103c2ff9607d3ed922b5a0991b8845/qubell/cli/__main__.py#L1210-L1226
def show_account(): """ Exports current account configuration in shell-friendly form. Takes into account explicit top-level flags like --organization. """ click.echo("# tonomi api") for (key, env) in REVERSE_MAPPING.items(): value = QUBELL.get(key, None) if value: ...
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Exports current account configuration in shell-friendly form. Takes into account explicit top-level flags like --organization.
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python
train
presslabs/django-payu-ro
payu/forms.py
https://github.com/presslabs/django-payu-ro/blob/fda9432c57cee7a78789873b6e6f439d912e4c7b/payu/forms.py#L143-L224
def signature(self): """ Compute the ORDER_HASH of the request. The hashable string is composed by getting the values from: MERCHANT ORDER_REF ORDER_DATE ORDER_PNAME[] ORDER_PCODE[] ORDER_PINFO[] ORDER_PRICE[] ...
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Compute the ORDER_HASH of the request. The hashable string is composed by getting the values from: MERCHANT ORDER_REF ORDER_DATE ORDER_PNAME[] ORDER_PCODE[] ORDER_PINFO[] ORDER_PRICE[] ORDER_QTY[] ORDER_...
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python
train
tanghaibao/jcvi
jcvi/formats/gff.py
https://github.com/tanghaibao/jcvi/blob/d2e31a77b6ade7f41f3b321febc2b4744d1cdeca/jcvi/formats/gff.py#L2181-L2231
def gtf(args): """ %prog gtf gffile Convert gff to gtf file. In gtf, only exon/CDS features are important. The first 8 columns are the same as gff, but in the attributes field, we need to specify "gene_id" and "transcript_id". """ p = OptionParser(gtf.__doc__) opts, args = p.parse_args(...
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%prog gtf gffile Convert gff to gtf file. In gtf, only exon/CDS features are important. The first 8 columns are the same as gff, but in the attributes field, we need to specify "gene_id" and "transcript_id".
[ "%prog", "gtf", "gffile" ]
python
train
thiagopbueno/rddl2tf
rddl2tf/compiler.py
https://github.com/thiagopbueno/rddl2tf/blob/f7c03d3a74d2663807c1e23e04eeed2e85166b71/rddl2tf/compiler.py#L647-L676
def _compile_pvariable_expression(self, expr: Expression, scope: Dict[str, TensorFluent], batch_size: Optional[int] = None, noise: Optional[List[tf.Tensor]] = None) -> ...
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Compile a pvariable expression `expr` into a TensorFluent in the given `scope` with optional batch size. Args: expr (:obj:`rddl2tf.expr.Expression`): A RDDL pvariable expression. scope (Dict[str, :obj:`rddl2tf.fluent.TensorFluent`]): A fluent scope. batch_size (Optio...
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python
train
bitshares/python-bitshares
bitshares/dex.py
https://github.com/bitshares/python-bitshares/blob/8a3b5954a6abcaaff7c6a5c41d910e58eea3142f/bitshares/dex.py#L26-L61
def returnFees(self): """ Returns a dictionary of all fees that apply through the network Example output: .. code-block:: js {'proposal_create': {'fee': 400000.0}, 'asset_publish_feed': {'fee': 1000.0}, 'account_create': {'ba...
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Returns a dictionary of all fees that apply through the network Example output: .. code-block:: js {'proposal_create': {'fee': 400000.0}, 'asset_publish_feed': {'fee': 1000.0}, 'account_create': {'basic_fee': 950000.0, 'price_per_kby...
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python
train
OpenAgInitiative/openag_python
openag/cli/cloud/farm.py
https://github.com/OpenAgInitiative/openag_python/blob/f6202340292bbf7185e1a7d4290188c0dacbb8d0/openag/cli/cloud/farm.py#L37-L58
def list_farms(): """ List all farms you can manage. If you have selected a farm already, the name of that farm will be prefixed with an asterisk in the returned list. """ utils.check_for_cloud_server() utils.check_for_cloud_user() server = Server(config["cloud_server"]["url"]) server.lo...
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List all farms you can manage. If you have selected a farm already, the name of that farm will be prefixed with an asterisk in the returned list.
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python
train
PierreRust/apigpio
apigpio/apigpio.py
https://github.com/PierreRust/apigpio/blob/2b969f40e06219b43a43498d8baf87f5935ceab2/apigpio/apigpio.py#L990-L1030
def add_callback(self, user_gpio, edge=RISING_EDGE, func=None): """ Calls a user supplied function (a callback) whenever the specified gpio edge is detected. user_gpio:= 0-31. edge:= EITHER_EDGE, RISING_EDGE (default), or FALLING_EDGE. func:= user supplied callback...
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Calls a user supplied function (a callback) whenever the specified gpio edge is detected. user_gpio:= 0-31. edge:= EITHER_EDGE, RISING_EDGE (default), or FALLING_EDGE. func:= user supplied callback function. The user supplied callback receives three parameters, the gpio, ...
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python
train
theiviaxx/python-perforce
perforce/api.py
https://github.com/theiviaxx/python-perforce/blob/01a3b01fe5949126fa0097d9a8ad386887823b5a/perforce/api.py#L81-L94
def open(filename, connection=None): """Edits or Adds a filename ensuring the file is in perforce and editable :param filename: File to check out :type filename: str :param connection: Connection object to use :type connection: :py:class:`Connection` """ c = connection or connect() res ...
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Edits or Adds a filename ensuring the file is in perforce and editable :param filename: File to check out :type filename: str :param connection: Connection object to use :type connection: :py:class:`Connection`
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python
train
thautwarm/RBNF
rbnf/py_tools/unparse.py
https://github.com/thautwarm/RBNF/blob/cceec88c90f7ec95c160cfda01bfc532610985e0/rbnf/py_tools/unparse.py#L101-L108
def dispatch(self, tree): "Dispatcher function, dispatching tree type T to method _T." if isinstance(tree, list): for t in tree: self.dispatch(t) return meth = getattr(self, "_" + tree.__class__.__name__) meth(tree)
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Dispatcher function, dispatching tree type T to method _T.
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python
train
Netflix-Skunkworks/cloudaux
cloudaux/orchestration/aws/lambda_function.py
https://github.com/Netflix-Skunkworks/cloudaux/blob/c4b0870c3ac68b1c69e71d33cf78b6a8bdf437ea/cloudaux/orchestration/aws/lambda_function.py#L99-L132
def get_lambda_function(lambda_function, flags=FLAGS.ALL, **conn): """Fully describes a lambda function. Args: lambda_function: Name, ARN, or dictionary of lambda function. If dictionary, should likely be the return value from list_functions. At a minimum, must contain a key titled 'FunctionName'. ...
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Fully describes a lambda function. Args: lambda_function: Name, ARN, or dictionary of lambda function. If dictionary, should likely be the return value from list_functions. At a minimum, must contain a key titled 'FunctionName'. flags: Flags describing which sections should be included in the r...
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python
valid
proycon/clam
clam/common/data.py
https://github.com/proycon/clam/blob/09d15cfc26d7cbe0f5976cdd5424dc446d10dbf3/clam/common/data.py#L1881-L1887
def getparent(self, profile): """Resolve a parent ID""" assert self.parent for inputtemplate in profile.input: if inputtemplate == self.parent: return inputtemplate raise Exception("Parent InputTemplate '"+self.parent+"' not found!")
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Resolve a parent ID
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python
train
ibis-project/ibis
ibis/pandas/execution/generic.py
https://github.com/ibis-project/ibis/blob/1e39a5fd9ef088b45c155e8a5f541767ee8ef2e7/ibis/pandas/execution/generic.py#L290-L301
def execute_cast_timestamp_to_timestamp(op, data, type, **kwargs): """Cast timestamps to other timestamps including timezone if necessary""" input_timezone = data.tz target_timezone = type.timezone if input_timezone == target_timezone: return data if input_timezone is None or target_timezo...
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Cast timestamps to other timestamps including timezone if necessary
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python
train
awslabs/aws-sam-cli
samcli/commands/local/lib/sam_function_provider.py
https://github.com/awslabs/aws-sam-cli/blob/c05af5e7378c6f05f7d82ad3f0bca17204177db6/samcli/commands/local/lib/sam_function_provider.py#L195-L217
def _extract_lambda_function_code(resource_properties, code_property_key): """ Extracts the Lambda Function Code from the Resource Properties Parameters ---------- resource_properties dict Dictionary representing the Properties of the Resource code_property_k...
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Extracts the Lambda Function Code from the Resource Properties Parameters ---------- resource_properties dict Dictionary representing the Properties of the Resource code_property_key str Property Key of the code on the Resource Returns ------- ...
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python
train
contains-io/rcli
rcli/dispatcher.py
https://github.com/contains-io/rcli/blob/cdd6191a0e0a19bc767f84921650835d099349cf/rcli/dispatcher.py#L107-L123
def _get_command_and_argv(argv): # type: (typing.List[str]) -> typing.Tuple[str, typing.List[str]] """Extract the command name and arguments to pass to docopt. Args: argv: The argument list being used to run the command. Returns: A tuple containing the name of the command and the argum...
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python
train
ArangoDB-Community/pyArango
pyArango/collection.py
https://github.com/ArangoDB-Community/pyArango/blob/dd72e5f6c540e5e148943d615ddf7553bb78ce0b/pyArango/collection.py#L486-L490
def simpleQuery(self, queryType, rawResults = False, **queryArgs) : """General interface for simple queries. queryType can be something like 'all', 'by-example' etc... everything is in the arango doc. If rawResults, the query will return dictionaries instead of Document objetcs. """ retu...
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General interface for simple queries. queryType can be something like 'all', 'by-example' etc... everything is in the arango doc. If rawResults, the query will return dictionaries instead of Document objetcs.
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python
train
PonteIneptique/collatinus-python
pycollatinus/lemmatiseur.py
https://github.com/PonteIneptique/collatinus-python/blob/fca37b0b77bc60f47d3c24ab42f6d0bdca6ba0f5/pycollatinus/lemmatiseur.py#L248-L270
def lemmatise(self, f, pos=False, get_lemma_object=False, lower=True): """ Lemmatise un mot f :param f: Mot à lemmatiser :param pos: Récupère la POS :param get_lemma_object: Retrieve Lemma object instead of string representation of lemma :param lower: Need to check lowercase ver...
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Lemmatise un mot f :param f: Mot à lemmatiser :param pos: Récupère la POS :param get_lemma_object: Retrieve Lemma object instead of string representation of lemma :param lower: Need to check lowercase version
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python
train
materialsproject/pymatgen
pymatgen/core/surface.py
https://github.com/materialsproject/pymatgen/blob/4ca558cf72f8d5f8a1f21dfdfc0181a971c186da/pymatgen/core/surface.py#L369-L375
def normal(self): """ Calculates the surface normal vector of the slab """ normal = np.cross(self.lattice.matrix[0], self.lattice.matrix[1]) normal /= np.linalg.norm(normal) return normal
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Calculates the surface normal vector of the slab
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python
train
HDI-Project/ballet
ballet/validation/feature_api/checks.py
https://github.com/HDI-Project/ballet/blob/6f4d4b87b8234cb6bb38b9e9484a58ef8fe8fdb2/ballet/validation/feature_api/checks.py#L45-L49
def check(self, feature): """Check that the feature has a fit/transform/fit_tranform interface""" assert hasattr(feature.transformer, 'fit') assert hasattr(feature.transformer, 'transform') assert hasattr(feature.transformer, 'fit_transform')
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Check that the feature has a fit/transform/fit_tranform interface
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python
train
pypa/pipenv
pipenv/vendor/requests/utils.py
https://github.com/pypa/pipenv/blob/cae8d76c210b9777e90aab76e9c4b0e53bb19cde/pipenv/vendor/requests/utils.py#L767-L790
def select_proxy(url, proxies): """Select a proxy for the url, if applicable. :param url: The url being for the request :param proxies: A dictionary of schemes or schemes and hosts to proxy URLs """ proxies = proxies or {} urlparts = urlparse(url) if urlparts.hostname is None: retur...
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Select a proxy for the url, if applicable. :param url: The url being for the request :param proxies: A dictionary of schemes or schemes and hosts to proxy URLs
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python
train
DomBennett/TaxonNamesResolver
taxon_names_resolver/gnr_tools.py
https://github.com/DomBennett/TaxonNamesResolver/blob/a2556cc0f8b7442d83990715c92fdf6f787e1f41/taxon_names_resolver/gnr_tools.py#L67-L97
def search(self, terms, prelim=True): """Search terms against GNR. If prelim = False, search other datasources \ for alternative names (i.e. synonyms) with which to search main datasource.\ Return JSON object.""" # TODO: There are now lots of additional data sources, make additional # searching ...
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Search terms against GNR. If prelim = False, search other datasources \ for alternative names (i.e. synonyms) with which to search main datasource.\ Return JSON object.
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python
train
minhhoit/yacms
yacms/generic/fields.py
https://github.com/minhhoit/yacms/blob/2921b706b7107c6e8c5f2bbf790ff11f85a2167f/yacms/generic/fields.py#L57-L90
def contribute_to_class(self, cls, name): """ Add each of the names and fields in the ``fields`` attribute to the model the relationship field is applied to, and set up the related item save and delete signals for calling ``related_items_changed``. """ for field i...
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Add each of the names and fields in the ``fields`` attribute to the model the relationship field is applied to, and set up the related item save and delete signals for calling ``related_items_changed``.
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python
train
quintusdias/glymur
glymur/codestream.py
https://github.com/quintusdias/glymur/blob/8b8fb091130fff00f1028dc82219e69e3f9baf6d/glymur/codestream.py#L1844-L1852
def _parse_precinct_size(spcod): """Compute precinct size from SPcod or SPcoc.""" spcod = np.frombuffer(spcod, dtype=np.uint8) precinct_size = [] for item in spcod: ep2 = (item & 0xF0) >> 4 ep1 = item & 0x0F precinct_size.append((2 ** ep1, 2 ** ep2)) return tuple(precinct_siz...
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Compute precinct size from SPcod or SPcoc.
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python
train
batiste/django-page-cms
pages/templatetags/pages_tags.py
https://github.com/batiste/django-page-cms/blob/3c72111eb7c3997a63c462c1776ffd8ce8c50a5d/pages/templatetags/pages_tags.py#L192-L217
def show_absolute_url(context, page, lang=None): """ Show the url of a page in the right language Example :: {% show_absolute_url page_object %} You can also use the slug of a page:: {% show_absolute_url "my-page-slug" %} Keyword arguments: :param page: the page object, slug...
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Show the url of a page in the right language Example :: {% show_absolute_url page_object %} You can also use the slug of a page:: {% show_absolute_url "my-page-slug" %} Keyword arguments: :param page: the page object, slug or id :param lang: the wanted language \ (defaul...
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python
train
Azure/msrestazure-for-python
msrestazure/polling/arm_polling.py
https://github.com/Azure/msrestazure-for-python/blob/5f99262305692525d03ca87d2c5356b05c5aa874/msrestazure/polling/arm_polling.py#L180-L190
def _get_async_status(self, response): """Attempt to find status info in response body. :param requests.Response response: latest REST call response. :rtype: str :returns: Status if found, else 'None'. """ if self._is_empty(response): return None body...
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Attempt to find status info in response body. :param requests.Response response: latest REST call response. :rtype: str :returns: Status if found, else 'None'.
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python
train
CxAalto/gtfspy
gtfspy/util.py
https://github.com/CxAalto/gtfspy/blob/bddba4b74faae6c1b91202f19184811e326547e5/gtfspy/util.py#L31-L43
def set_process_timezone(TZ): """ Parameters ---------- TZ: string """ try: prev_timezone = os.environ['TZ'] except KeyError: prev_timezone = None os.environ['TZ'] = TZ time.tzset() # Cause C-library functions to notice the update. return prev_timezone
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Parameters ---------- TZ: string
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python
valid
fabioz/PyDev.Debugger
pydevd_attach_to_process/winappdbg/breakpoint.py
https://github.com/fabioz/PyDev.Debugger/blob/ed9c4307662a5593b8a7f1f3389ecd0e79b8c503/pydevd_attach_to_process/winappdbg/breakpoint.py#L3972-L4052
def hook_function(self, pid, address, preCB = None, postCB = None, paramCount = None, signature = None): """ Sets a function hook at the given address. If instead of an address you pass a label, the hook may be deferred until the DLL it points...
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Sets a function hook at the given address. If instead of an address you pass a label, the hook may be deferred until the DLL it points to is loaded. @type pid: int @param pid: Process global ID. @type address: int or str @param address: Memory address of ...
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python
train
toastdriven/alligator
alligator/backends/beanstalk_backend.py
https://github.com/toastdriven/alligator/blob/f18bcb35b350fc6b0886393f5246d69c892b36c7/alligator/backends/beanstalk_backend.py#L55-L72
def drop_all(self, queue_name): """ Drops all the task in the queue. :param queue_name: The name of the queue. Usually handled by the ``Gator`` instance. :type queue_name: string """ # This is very inefficient, but Beanstalk (as of v1.10) doesn't support ...
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Drops all the task in the queue. :param queue_name: The name of the queue. Usually handled by the ``Gator`` instance. :type queue_name: string
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python
train
stevearc/dql
dql/grammar/__init__.py
https://github.com/stevearc/dql/blob/e9d3aa22873076dae5ebd02e35318aa996b1e56a/dql/grammar/__init__.py#L60-L65
def create_throttle(): """ Create a THROTTLE statement """ throttle_amount = "*" | Combine(number + "%") | number return Group( function("throttle", throttle_amount, throttle_amount, caseless=True) ).setResultsName("throttle")
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Create a THROTTLE statement
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python
train
mabuchilab/QNET
src/qnet/algebra/_rules.py
https://github.com/mabuchilab/QNET/blob/cc20d26dad78691d34c67173e5cd67dcac94208a/src/qnet/algebra/_rules.py#L911-L925
def _pull_out_perm_lhs(lhs, rest, out_port, in_port): """Pull out a permutation from the Feedback of a SeriesProduct with itself. Args: lhs (CPermutation): The permutation circuit rest (tuple): The other SeriesProduct operands out_port (int): The feedback output port index in_po...
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Pull out a permutation from the Feedback of a SeriesProduct with itself. Args: lhs (CPermutation): The permutation circuit rest (tuple): The other SeriesProduct operands out_port (int): The feedback output port index in_port (int): The feedback input port index Returns: ...
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python
train
PSPC-SPAC-buyandsell/von_anchor
von_anchor/anchor/rrbuilder.py
https://github.com/PSPC-SPAC-buyandsell/von_anchor/blob/78ac1de67be42a676274f4bf71fe12f66e72f309/von_anchor/anchor/rrbuilder.py#L329-L397
async def create_rev_reg(self, rr_id: str, rr_size: int = None) -> None: """ Create revocation registry artifacts and new tails file (with association to corresponding revocation registry identifier via symbolic link name) for input revocation registry identifier. Symbolic link presence ...
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Create revocation registry artifacts and new tails file (with association to corresponding revocation registry identifier via symbolic link name) for input revocation registry identifier. Symbolic link presence signals completion. If revocation registry builder operates in a process external to ...
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python
train
IrvKalb/pygwidgets
pygwidgets/pygwidgets.py
https://github.com/IrvKalb/pygwidgets/blob/a830d8885d4d209e471cb53816277d30db56273c/pygwidgets/pygwidgets.py#L2492-L2506
def stop(self): """Stops a a playing animation. A subsequent call to play will start from the beginning.""" if self.state == PygAnimation.PLAYING: self.index = 0 # set up for first image in list self.elapsed = 0 self.nIterationsLeft = 0 elif self.sta...
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Stops a a playing animation. A subsequent call to play will start from the beginning.
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python
train
google/grr
grr/server/grr_response_server/aff4_objects/standard.py
https://github.com/google/grr/blob/5cef4e8e2f0d5df43ea4877e9c798e0bf60bfe74/grr/server/grr_response_server/aff4_objects/standard.py#L350-L360
def Flush(self): """Flush the data to the index.""" super(LabelSet, self).Flush() self.to_delete = self.to_delete.difference(self.to_set) with data_store.DB.GetMutationPool() as mutation_pool: mutation_pool.LabelUpdateLabels( self.urn, self.to_set, to_delete=self.to_delete) self.to...
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Flush the data to the index.
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python
train