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adafruit/Adafruit_Python_GPIO
Adafruit_GPIO/FT232H.py
https://github.com/adafruit/Adafruit_Python_GPIO/blob/a92a23d6b5869663b2bc1ccf78bb11585076a9c4/Adafruit_GPIO/FT232H.py#L364-L370
def output(self, pin, value): """Set the specified pin the provided high/low value. Value should be either HIGH/LOW or a boolean (true = high).""" if pin < 0 or pin > 15: raise ValueError('Pin must be between 0 and 15 (inclusive).') self._output_pin(pin, value) self....
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Set the specified pin the provided high/low value. Value should be either HIGH/LOW or a boolean (true = high).
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python
valid
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sorgerlab/indra
indra/util/statement_presentation.py
https://github.com/sorgerlab/indra/blob/79a70415832c5702d7a820c7c9ccc8e25010124b/indra/util/statement_presentation.py#L40-L109
def group_and_sort_statements(stmt_list, ev_totals=None): """Group statements by type and arguments, and sort by prevalence. Parameters ---------- stmt_list : list[Statement] A list of INDRA statements. ev_totals : dict{int: int} A dictionary, keyed by statement hash (shallow) with ...
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Group statements by type and arguments, and sort by prevalence. Parameters ---------- stmt_list : list[Statement] A list of INDRA statements. ev_totals : dict{int: int} A dictionary, keyed by statement hash (shallow) with counts of total evidence as the values. Including this wi...
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python
train
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dcaune/perseus-lib-python-common
majormode/perseus/model/geolocation.py
https://github.com/dcaune/perseus-lib-python-common/blob/ba48fe0fd9bb4a75b53e7d10c41ada36a72d4496/majormode/perseus/model/geolocation.py#L205-L234
def great_circle_distance(self, other): """ Return the great-circle distance, in meters, from this geographic coordinates to the specified other point, i.e., the shortest distance over the earth’s surface, ‘as-the-crow-flies’ distance between the points, ignoring any natural elev...
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Return the great-circle distance, in meters, from this geographic coordinates to the specified other point, i.e., the shortest distance over the earth’s surface, ‘as-the-crow-flies’ distance between the points, ignoring any natural elevations of the ground. Haversine formula:: ...
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python
train
44.133333
mlperf/training
translation/tensorflow/transformer/utils/metrics.py
https://github.com/mlperf/training/blob/1c6ae725a81d15437a2b2df05cac0673fde5c3a4/translation/tensorflow/transformer/utils/metrics.py#L112-L130
def get_eval_metrics(logits, labels, params): """Return dictionary of model evaluation metrics.""" metrics = { "accuracy": _convert_to_eval_metric(padded_accuracy)(logits, labels), "accuracy_top5": _convert_to_eval_metric(padded_accuracy_top5)( logits, labels), "accuracy_per_sequence": _...
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Return dictionary of model evaluation metrics.
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python
train
51.578947
cokelaer/spectrum
src/spectrum/window.py
https://github.com/cokelaer/spectrum/blob/bad6c32e3f10e185098748f67bb421b378b06afe/src/spectrum/window.py#L464-L506
def enbw(data): r"""Computes the equivalent noise bandwidth .. math:: ENBW = N \frac{\sum_{n=1}^{N} w_n^2}{\left(\sum_{n=1}^{N} w_n \right)^2} .. doctest:: >>> from spectrum import create_window, enbw >>> w = create_window(64, 'rectangular') >>> enbw(w) 1.0 The follow...
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r"""Computes the equivalent noise bandwidth .. math:: ENBW = N \frac{\sum_{n=1}^{N} w_n^2}{\left(\sum_{n=1}^{N} w_n \right)^2} .. doctest:: >>> from spectrum import create_window, enbw >>> w = create_window(64, 'rectangular') >>> enbw(w) 1.0 The following table contains t...
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python
valid
33.581395
janpipek/physt
physt/special.py
https://github.com/janpipek/physt/blob/6dd441b073514e7728235f50b2352d56aacf38d4/physt/special.py#L380-L412
def spherical_histogram(data=None, radial_bins="numpy", theta_bins=16, phi_bins=16, transformed=False, *args, **kwargs): """Facade construction function for the SphericalHistogram. """ dropna = kwargs.pop("dropna", True) data = _prepare_data(data, transformed=transformed, klass=SphericalHistogram, dro...
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python
train
46.727273
apache/incubator-mxnet
python/mxnet/contrib/onnx/onnx2mx/import_onnx.py
https://github.com/apache/incubator-mxnet/blob/1af29e9c060a4c7d60eeaacba32afdb9a7775ba7/python/mxnet/contrib/onnx/onnx2mx/import_onnx.py#L41-L74
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python
train
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mbedmicro/pyOCD
pyocd/coresight/cortex_m.py
https://github.com/mbedmicro/pyOCD/blob/41a174718a9739f3cbe785c2ba21cb7fd1310c6f/pyocd/coresight/cortex_m.py#L467-L476
def default_software_reset_type(self, reset_type): """! @brief Modify the default software reset method. @param self @param reset_type Must be one of the software reset types: Target.ResetType.SW_SYSRESETREQ, Target.ResetType.SW_VECTRESET, or Target.ResetType.SW_EMULATED. """...
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! @brief Modify the default software reset method. @param self @param reset_type Must be one of the software reset types: Target.ResetType.SW_SYSRESETREQ, Target.ResetType.SW_VECTRESET, or Target.ResetType.SW_EMULATED.
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python
train
57.8
zetaops/pyoko
pyoko/model.py
https://github.com/zetaops/pyoko/blob/236c509ad85640933ac0f89ad8f7ed95f62adf07/pyoko/model.py#L169-L183
def get_choices_for(self, field): """ Get the choices for the given fields. Args: field (str): Name of field. Returns: List of tuples. [(name, value),...] """ choices = self._fields[field].choices if isinstance(choices, six.string_types):...
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python
train
29.333333
pyca/pyopenssl
src/OpenSSL/crypto.py
https://github.com/pyca/pyopenssl/blob/1fbe064c50fd030948141d7d630673761525b0d0/src/OpenSSL/crypto.py#L1628-L1648
def set_time(self, vfy_time): """ Set the time against which the certificates are verified. Normally the current time is used. .. note:: For example, you can determine if a certificate was valid at a given time. .. versionadded:: 17.0.0 :param dat...
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Set the time against which the certificates are verified. Normally the current time is used. .. note:: For example, you can determine if a certificate was valid at a given time. .. versionadded:: 17.0.0 :param datetime vfy_time: The verification time to set on th...
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python
test
33.52381
mozilla/mozilla-django-oidc
mozilla_django_oidc/auth.py
https://github.com/mozilla/mozilla-django-oidc/blob/e780130deacccbafc85a92f48d1407e042f5f955/mozilla_django_oidc/auth.py#L30-L46
def default_username_algo(email): """Generate username for the Django user. :arg str/unicode email: the email address to use to generate a username :returns: str/unicode """ # bluntly stolen from django-browserid # store the username as a base64 encoded sha224 of the email address # this ...
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Generate username for the Django user. :arg str/unicode email: the email address to use to generate a username :returns: str/unicode
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python
train
33.941176
datosgobar/pydatajson
pydatajson/federation.py
https://github.com/datosgobar/pydatajson/blob/3141082ffbaa295e2deaf6ffbbc5a59f5859960e/pydatajson/federation.py#L347-L369
def push_new_themes(catalog, portal_url, apikey): """Toma un catálogo y escribe los temas de la taxonomía que no están presentes. Args: catalog (DataJson): El catálogo de origen que contiene la taxonomía. portal_url (str): La URL del portal CKAN de destino. ...
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Toma un catálogo y escribe los temas de la taxonomía que no están presentes. Args: catalog (DataJson): El catálogo de origen que contiene la taxonomía. portal_url (str): La URL del portal CKAN de destino. apikey (str): La apikey de un usuario con los perm...
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python
train
40.695652
pymc-devs/pymc
pymc/gp/GPutils.py
https://github.com/pymc-devs/pymc/blob/c6e530210bff4c0d7189b35b2c971bc53f93f7cd/pymc/gp/GPutils.py#L150-L159
def vecs_to_datmesh(x, y): """ Converts input arguments x and y to a 2d meshgrid, suitable for calling Means, Covariances and Realizations. """ x, y = meshgrid(x, y) out = zeros(x.shape + (2,), dtype=float) out[:, :, 0] = x out[:, :, 1] = y return out
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Converts input arguments x and y to a 2d meshgrid, suitable for calling Means, Covariances and Realizations.
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python
train
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joestump/python-oauth2
oauth2/__init__.py
https://github.com/joestump/python-oauth2/blob/b94f69b1ad195513547924e380d9265133e995fa/oauth2/__init__.py#L388-L391
def get_nonoauth_parameters(self): """Get any non-OAuth parameters.""" return dict([(k, v) for k, v in self.items() if not k.startswith('oauth_')])
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Get any non-OAuth parameters.
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python
train
45.25
elifesciences/proofreader-python
proofreader/utils/print_table.py
https://github.com/elifesciences/proofreader-python/blob/387b3c65ee7777e26b3a7340179dc4ed68f24f58/proofreader/utils/print_table.py#L64-L86
def _row_to_str(self, row): # type: (List[str]) -> str """Converts a list of strings to a correctly spaced and formatted row string. e.g. ['some', 'foo', 'bar'] --> '| some | foo | bar |' :param row: list :return: str """ _row_text = '' ...
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Converts a list of strings to a correctly spaced and formatted row string. e.g. ['some', 'foo', 'bar'] --> '| some | foo | bar |' :param row: list :return: str
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python
train
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agoragames/haigha
haigha/classes/basic_class.py
https://github.com/agoragames/haigha/blob/7b004e1c0316ec14b94fec1c54554654c38b1a25/haigha/classes/basic_class.py#L96-L106
def qos(self, prefetch_size=0, prefetch_count=0, is_global=False): ''' Set QoS on this channel. ''' args = Writer() args.write_long(prefetch_size).\ write_short(prefetch_count).\ write_bit(is_global) self.send_frame(MethodFrame(self.channel_id, 60,...
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Set QoS on this channel.
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python
train
34.636364
kajala/django-jutil
jutil/admin.py
https://github.com/kajala/django-jutil/blob/2abd93ebad51042744eaeb1ee1074ed0eb55ad0c/jutil/admin.py#L65-L73
def kw_changelist_view(self, request: HttpRequest, extra_context=None, **kw): """ Changelist view which allow key-value arguments. :param request: HttpRequest :param extra_context: Extra context dict :param kw: Key-value dict :return: See changelist_view() """ ...
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python
train
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bitesofcode/projexui
projexui/widgets/xviewwidget/xviewprofiletoolbar.py
https://github.com/bitesofcode/projexui/blob/f18a73bec84df90b034ca69b9deea118dbedfc4d/projexui/widgets/xviewwidget/xviewprofiletoolbar.py#L461-L493
def setCurrentProfile(self, prof): """ Sets the current profile for this toolbar to the inputed profile. :param prof | <projexui.widgets.xviewwidget.XViewProfile> || <str> """ if prof is None: self.clearActive() return ...
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Sets the current profile for this toolbar to the inputed profile. :param prof | <projexui.widgets.xviewwidget.XViewProfile> || <str>
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python
train
35.575758
flo-compbio/goparser
goparser/parser.py
https://github.com/flo-compbio/goparser/blob/5e27d7d04a26a70a1d9dc113357041abff72be3f/goparser/parser.py#L305-L318
def clear_annotation_data(self): """Clear annotation data. Parameters ---------- Returns ------- None """ self.genes = set() self.annotations = [] self.term_annotations = {} self.gene_annotations = {}
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Clear annotation data. Parameters ---------- Returns ------- None
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python
train
19.785714
oscarlazoarjona/fast
fast/inhomo.py
https://github.com/oscarlazoarjona/fast/blob/3e5400672af2a7b7cc616e7f4aa10d7672720222/fast/inhomo.py#L442-L496
def fast_maxwell_boltzmann(mass, file_name=None, return_code=False): r"""Return a function that returns values of a Maxwell-Boltzmann distribution. >>> from fast import Atom >>> mass = Atom("Rb", 87).mass >>> f = fast_maxwell_boltzmann(mass) >>> print f(0, 273.15+20) ...
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python
train
32.690909
scieloorg/porteira
porteira/porteira.py
https://github.com/scieloorg/porteira/blob/e61f7d248b16848e63b2f85f37125aa77aba0366/porteira/porteira.py#L75-L79
def deserialize(self, xml_input, *args, **kwargs): """ Convert XML to dict object """ return xmltodict.parse(xml_input, *args, **kwargs)
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python
train
32.8
cohorte/cohorte-herald
python/snippets/herald_irc/bonus.py
https://github.com/cohorte/cohorte-herald/blob/bb3445d0031c8b3abad71e6219cc559b49faa3ee/python/snippets/herald_irc/bonus.py#L20-L27
def cmd_join(self, connection, sender, target, payload): """ Asks the bot to join a channel """ if payload: connection.join(payload) else: raise ValueError("No channel given")
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Asks the bot to join a channel
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python
train
29
ga4gh/ga4gh-server
ga4gh/server/sqlite_backend.py
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/sqlite_backend.py#L13-L21
def sqliteRowsToDicts(sqliteRows): """ Unpacks sqlite rows as returned by fetchall into an array of simple dicts. :param sqliteRows: array of rows returned from fetchall DB call :return: array of dicts, keyed by the column names. """ return map(lambda r: dict(zip(r.keys(), r)), sqliteRows)
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Unpacks sqlite rows as returned by fetchall into an array of simple dicts. :param sqliteRows: array of rows returned from fetchall DB call :return: array of dicts, keyed by the column names.
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python
train
34.666667
gwastro/pycbc
pycbc/inject/inject.py
https://github.com/gwastro/pycbc/blob/7a64cdd104d263f1b6ea0b01e6841837d05a4cb3/pycbc/inject/inject.py#L660-L699
def make_strain_from_inj_object(self, inj, delta_t, detector_name, distance_scale=1): """Make a h(t) strain time-series from an injection object as read from an hdf file. Parameters ----------- inj : injection object The injection ...
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Make a h(t) strain time-series from an injection object as read from an hdf file. Parameters ----------- inj : injection object The injection object to turn into a strain h(t). delta_t : float Sample rate to make injection at. detector_name : stri...
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python
train
33
mmcauliffe/Conch-sounds
conch/main.py
https://github.com/mmcauliffe/Conch-sounds/blob/e05535fd08e4b0e47e37a77ef521d05eff1d6bc5/conch/main.py#L76-L130
def acoustic_similarity_directories(directories, analysis_function, distance_function, stop_check=None, call_back=None, multiprocessing=True): """ Analyze many directories. Parameters ---------- directories : list of str List of fully specified paths to the directories to be analyzed "...
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Analyze many directories. Parameters ---------- directories : list of str List of fully specified paths to the directories to be analyzed
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python
train
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SuLab/WikidataIntegrator
wikidataintegrator/wdi_fastrun.py
https://github.com/SuLab/WikidataIntegrator/blob/8ceb2ed1c08fec070ec9edfcf7db7b8691481b62/wikidataintegrator/wdi_fastrun.py#L504-L510
def clear(self): """ convinience function to empty this fastrun container """ self.prop_dt_map = dict() self.prop_data = dict() self.rev_lookup = defaultdict(set)
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convinience function to empty this fastrun container
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python
train
29.142857
aio-libs/aiomcache
aiomcache/client.py
https://github.com/aio-libs/aiomcache/blob/75d44b201aea91bc2856b10940922d5ebfbfcd7b/aiomcache/client.py#L415-L422
def flush_all(self, conn): """Its effect is to invalidate all existing items immediately""" command = b'flush_all\r\n' response = yield from self._execute_simple_command( conn, command) if const.OK != response: raise ClientException('Memcached flush_all failed', ...
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python
train
40.25
tanghaibao/jcvi
jcvi/algorithms/formula.py
https://github.com/tanghaibao/jcvi/blob/d2e31a77b6ade7f41f3b321febc2b4744d1cdeca/jcvi/algorithms/formula.py#L96-L114
def spearmanr(x, y): """ Michiel de Hoon's library (available in BioPython or standalone as PyCluster) returns Spearman rsb which does include a tie correction. >>> x = [5.05, 6.75, 3.21, 2.66] >>> y = [1.65, 26.5, -5.93, 7.96] >>> z = [1.65, 2.64, 2.64, 6.95] >>> round(spearmanr(x, y), 4) ...
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Michiel de Hoon's library (available in BioPython or standalone as PyCluster) returns Spearman rsb which does include a tie correction. >>> x = [5.05, 6.75, 3.21, 2.66] >>> y = [1.65, 26.5, -5.93, 7.96] >>> z = [1.65, 2.64, 2.64, 6.95] >>> round(spearmanr(x, y), 4) 0.4 >>> round(spearmanr(x...
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python
train
25.736842
pyokagan/pyglreg
glreg.py
https://github.com/pyokagan/pyglreg/blob/68fa5a6c6cee8667879840fbbcc7d30f52852915/glreg.py#L355-L362
def get_profiles(self): """Returns set of profile names referenced in this Feature :returns: set of profile names """ out = set(x.profile for x in self.requires if x.profile) out.update(x.profile for x in self.removes if x.profile) return out
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Returns set of profile names referenced in this Feature :returns: set of profile names
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python
train
35.5
theirc/rapidsms-multitenancy
multitenancy/views.py
https://github.com/theirc/rapidsms-multitenancy/blob/121bd0a628e691a88aade2e10045cba43af2dfcb/multitenancy/views.py#L24-L40
def group_dashboard(request, group_slug): """Dashboard for managing a TenantGroup.""" groups = get_user_groups(request.user) group = get_object_or_404(groups, slug=group_slug) tenants = get_user_tenants(request.user, group) can_edit_group = request.user.has_perm('multitenancy.change_tenantgroup', gr...
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Dashboard for managing a TenantGroup.
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python
train
38.352941
Hackerfleet/hfos
hfos/ui/clientmanager.py
https://github.com/Hackerfleet/hfos/blob/b6df14eacaffb6be5c844108873ff8763ec7f0c9/hfos/ui/clientmanager.py#L405-L443
def broadcast(self, event): """Broadcasts an event either to all users or clients, depending on event flag""" try: if event.broadcasttype == "users": if len(self._users) > 0: self.log("Broadcasting to all users:", event...
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Broadcasts an event either to all users or clients, depending on event flag
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python
train
47.410256
trailofbits/manticore
manticore/native/cpu/x86.py
https://github.com/trailofbits/manticore/blob/54c5a15b1119c523ae54c09972413e8b97f11629/manticore/native/cpu/x86.py#L4085-L4112
def BTC(cpu, dest, src): """ Bit test and complement. Selects the bit in a bit string (specified with the first operand, called the bit base) at the bit-position designated by the bit offset operand (second operand), stores the value of the bit in the CF flag, and complements ...
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Bit test and complement. Selects the bit in a bit string (specified with the first operand, called the bit base) at the bit-position designated by the bit offset operand (second operand), stores the value of the bit in the CF flag, and complements the selected bit in the bit string. ...
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python
valid
39.321429
trickvi/economics
economics/cpi.py
https://github.com/trickvi/economics/blob/18da5ce7169472ca1ba6022272a389b933f76edd/economics/cpi.py#L69-L86
def get(self, date=datetime.date.today(), country=None): """ Get the CPI value for a specific time. Defaults to today. This uses the closest method internally but sets limit to one day. """ if not country: country = self.country if country == "all": ...
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Get the CPI value for a specific time. Defaults to today. This uses the closest method internally but sets limit to one day.
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python
train
38.111111
jhorman/pledge
pledge/__init__.py
https://github.com/jhorman/pledge/blob/062ba5b788aeb15e68c85a329374a50b4618544d/pledge/__init__.py#L171-L183
def check(f): """ Wraps the function with a decorator that runs all of the pre/post conditions. """ if hasattr(f, 'wrapped_fn'): return f else: @wraps(f) def decorated(*args, **kwargs): return check_conditions(f, args, kwargs) decorated.wrapped_fn = f ...
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Wraps the function with a decorator that runs all of the pre/post conditions.
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python
train
25.538462
HewlettPackard/python-hpOneView
hpOneView/resources/settings/firmware_bundles.py
https://github.com/HewlettPackard/python-hpOneView/blob/3c6219723ef25e6e0c83d44a89007f89bc325b89/hpOneView/resources/settings/firmware_bundles.py#L48-L62
def upload(self, file_path, timeout=-1): """ Upload an SPP ISO image file or a hotfix file to the appliance. The API supports upload of one hotfix at a time into the system. For the successful upload of a hotfix, ensure its original name and extension are not altered. Args: ...
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Upload an SPP ISO image file or a hotfix file to the appliance. The API supports upload of one hotfix at a time into the system. For the successful upload of a hotfix, ensure its original name and extension are not altered. Args: file_path: Full path to firmware. timeout...
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python
train
46.133333
sorgerlab/indra
indra/preassembler/ontology_mapper.py
https://github.com/sorgerlab/indra/blob/79a70415832c5702d7a820c7c9ccc8e25010124b/indra/preassembler/ontology_mapper.py#L102-L215
def _load_wm_map(exclude_auto=None): """Load an ontology map for world models. exclude_auto : None or list[tuple] A list of ontology mappings for which automated mappings should be excluded, e.g. [(HUME, UN)] would result in not using mappings from HUME to UN. """ exclude_auto =...
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Load an ontology map for world models. exclude_auto : None or list[tuple] A list of ontology mappings for which automated mappings should be excluded, e.g. [(HUME, UN)] would result in not using mappings from HUME to UN.
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python
train
39.675439
PyCQA/astroid
astroid/transforms.py
https://github.com/PyCQA/astroid/blob/e0a298df55b15abcb77c2a93253f5ab7be52d0fb/astroid/transforms.py#L79-L81
def unregister_transform(self, node_class, transform, predicate=None): """Unregister the given transform.""" self.transforms[node_class].remove((transform, predicate))
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Unregister the given transform.
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python
train
60.333333
cloud9ers/gurumate
environment/lib/python2.7/site-packages/IPython/core/prompts.py
https://github.com/cloud9ers/gurumate/blob/075dc74d1ee62a8c6b7a8bf2b271364f01629d1e/environment/lib/python2.7/site-packages/IPython/core/prompts.py#L219-L234
def cwd_filt2(depth): """Return the last depth elements of the current working directory. $HOME is always replaced with '~'. If depth==0, the full path is returned.""" full_cwd = os.getcwdu() cwd = full_cwd.replace(HOME,"~").split(os.sep) if '~' in cwd and len(cwd) == depth+1: depth +=...
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Return the last depth elements of the current working directory. $HOME is always replaced with '~'. If depth==0, the full path is returned.
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python
test
31.375
linkedin/pyexchange
pyexchange/exchange2010/__init__.py
https://github.com/linkedin/pyexchange/blob/d568f4edd326adb451b915ddf66cf1a37820e3ca/pyexchange/exchange2010/__init__.py#L338-L353
def cancel(self): """ Cancels an event in Exchange. :: event = service.calendar().get_event(id='KEY HERE') event.cancel() This will send notifications to anyone who has not declined the meeting. """ if not self.id: raise TypeError(u"You can't delete an event that hasn't been...
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Cancels an event in Exchange. :: event = service.calendar().get_event(id='KEY HERE') event.cancel() This will send notifications to anyone who has not declined the meeting.
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python
train
31.4375
elastic/elasticsearch-dsl-py
elasticsearch_dsl/index.py
https://github.com/elastic/elasticsearch-dsl-py/blob/874b52472fc47b601de0e5fa0e4300e21aff0085/elasticsearch_dsl/index.py#L509-L517
def recovery(self, using=None, **kwargs): """ The indices recovery API provides insight into on-going shard recoveries for the index. Any additional keyword arguments will be passed to ``Elasticsearch.indices.recovery`` unchanged. """ return self._get_connection(...
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The indices recovery API provides insight into on-going shard recoveries for the index. Any additional keyword arguments will be passed to ``Elasticsearch.indices.recovery`` unchanged.
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python
train
40.333333
portfors-lab/sparkle
sparkle/gui/stim/component_label.py
https://github.com/portfors-lab/sparkle/blob/5fad1cf2bec58ec6b15d91da20f6236a74826110/sparkle/gui/stim/component_label.py#L37-L48
def getLabelByName(self, name): """Gets a label widget by it component name :param name: name of the AbstractStimulusComponent which this label is named after :type name: str :returns: :class:`DragLabel<sparkle.gui.drag_label.DragLabel>` """ name = name.lower() i...
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Gets a label widget by it component name :param name: name of the AbstractStimulusComponent which this label is named after :type name: str :returns: :class:`DragLabel<sparkle.gui.drag_label.DragLabel>`
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python
train
34.5
Chilipp/psyplot
psyplot/project.py
https://github.com/Chilipp/psyplot/blob/75a0a15a9a1dd018e79d2df270d56c4bf5f311d5/psyplot/project.py#L1976-L1995
def _gen_doc(cls, summary, full_name, identifier, example_call, doc_str, show_examples): """Generate the documentation docstring for a PlotMethod""" # leave out the first argument example_call = ', '.join(map(str.strip, example_call.split(',')[1:])) ret = docstrings.dede...
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Generate the documentation docstring for a PlotMethod
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python
train
35.2
andy-z/ged4py
ged4py/detail/name.py
https://github.com/andy-z/ged4py/blob/d0e0cceaadf0a84cbf052705e3c27303b12e1757/ged4py/detail/name.py#L38-L85
def parse_name_altree(record): """Parse NAME structure assuming ALTREE dialect. In ALTREE dialect maiden name (if present) is saved as SURN sub-record and is also appended to family name in parens. Given name is saved in GIVN sub-record. Few examples: No maiden name: 1 NAME John /Smith/ ...
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Parse NAME structure assuming ALTREE dialect. In ALTREE dialect maiden name (if present) is saved as SURN sub-record and is also appended to family name in parens. Given name is saved in GIVN sub-record. Few examples: No maiden name: 1 NAME John /Smith/ 2 GIVN John With maiden na...
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python
train
31.020833
OpenTreeOfLife/peyotl
peyotl/collections_store/collections_umbrella.py
https://github.com/OpenTreeOfLife/peyotl/blob/5e4e52a0fdbd17f490aa644ad79fda6ea2eda7c0/peyotl/collections_store/collections_umbrella.py#L269-L280
def _coerce_json_to_collection(self, json_repr): """Use to ensure that a JSON string (if found) is parsed to the equivalent dict in python. If the incoming value is already parsed, do nothing. If a string fails to parse, return None.""" if isinstance(json_repr, dict): collection = js...
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Use to ensure that a JSON string (if found) is parsed to the equivalent dict in python. If the incoming value is already parsed, do nothing. If a string fails to parse, return None.
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python
train
45.333333
bitesofcode/xqt
xqt/gui/xfiledialog.py
https://github.com/bitesofcode/xqt/blob/befa649a2f2104a20d49c8c78ffdba5907fd94d2/xqt/gui/xfiledialog.py#L24-L39
def getDirectory(*args): """ Normalizes the getDirectory method between the different Qt wrappers. :return (<str> filename, <bool> accepted) """ result = QtGui.QFileDialog.getDirectory(*args) # PyQt4 returns just a string if...
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Normalizes the getDirectory method between the different Qt wrappers. :return (<str> filename, <bool> accepted)
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python
train
29.5
gbiggs/rtsprofile
rtsprofile/component.py
https://github.com/gbiggs/rtsprofile/blob/fded6eddcb0b25fe9808b1b12336a4413ea00905/rtsprofile/component.py#L529-L540
def get_configuration_set_by_id(self, id): '''Finds a configuration set in the component by its ID. @param id The ID of the configuration set to search for. @return The ConfigurationSet object for the set, or None if it was not found. ''' for cs in self.configuration_se...
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Finds a configuration set in the component by its ID. @param id The ID of the configuration set to search for. @return The ConfigurationSet object for the set, or None if it was not found.
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python
train
32.166667
hyperledger/indy-plenum
plenum/server/node.py
https://github.com/hyperledger/indy-plenum/blob/dcd144e238af7f17a869ffc9412f13dc488b7020/plenum/server/node.py#L3403-L3421
def onBatchRejected(self, ledger_id): """ A batch of requests has been rejected, if stateRoot is None, reject the current batch. :param ledger_id: :param stateRoot: state root after the batch was created :return: """ if ledger_id == POOL_LEDGER_ID: ...
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A batch of requests has been rejected, if stateRoot is None, reject the current batch. :param ledger_id: :param stateRoot: state root after the batch was created :return:
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python
train
40.631579
archman/beamline
beamline/mathutils.py
https://github.com/archman/beamline/blob/417bc5dc13e754bc89d246427984590fced64d07/beamline/mathutils.py#L437-L447
def getR(self, i=5, j=6): """ return transport matrix element, indexed by i, j, be default, return dispersion value, i.e. getR(5,6) in [m] :param i: row index, with initial index of 1 :param j: col indx, with initial index of 1 :return: transport matrix element """ ...
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return transport matrix element, indexed by i, j, be default, return dispersion value, i.e. getR(5,6) in [m] :param i: row index, with initial index of 1 :param j: col indx, with initial index of 1 :return: transport matrix element
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python
train
37
fprimex/zdesk
zdesk/zdesk_api.py
https://github.com/fprimex/zdesk/blob/851611c13b4d530e9df31390b3ec709baf0a0188/zdesk/zdesk_api.py#L1150-L1154
def dynamic_content_item_variant_delete(self, item_id, id, **kwargs): "https://developer.zendesk.com/rest_api/docs/core/dynamic_content#delete-variant" api_path = "/api/v2/dynamic_content/items/{item_id}/variants/{id}.json" api_path = api_path.format(item_id=item_id, id=id) return self.c...
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https://developer.zendesk.com/rest_api/docs/core/dynamic_content#delete-variant
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python
train
71.2
iotile/coretools
iotilebuild/iotile/build/config/scons-local-3.0.1/SCons/Tool/GettextCommon.py
https://github.com/iotile/coretools/blob/2d794f5f1346b841b0dcd16c9d284e9bf2f3c6ec/iotilebuild/iotile/build/config/scons-local-3.0.1/SCons/Tool/GettextCommon.py#L131-L151
def _read_linguas_from_files(env, linguas_files=None): """ Parse `LINGUAS` file and return list of extracted languages """ import SCons.Util import SCons.Environment global _re_comment global _re_lang if not SCons.Util.is_List(linguas_files) \ and not SCons.Util.is_String(linguas_fil...
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Parse `LINGUAS` file and return list of extracted languages
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python
train
38.619048
pmorissette/ffn
ffn/core.py
https://github.com/pmorissette/ffn/blob/ef09f28b858b7ffcd2627ce6a4dc618183a6bc8a/ffn/core.py#L2084-L2095
def winsorize(x, axis=0, limits=0.01): """ `Winsorize <https://en.wikipedia.org/wiki/Winsorizing>`_ values based on limits """ # operate on copy x = x.copy() if isinstance(x, pd.DataFrame): return x.apply(_winsorize_wrapper, axis=axis, args=(limits, )) else: return pd.Series...
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`Winsorize <https://en.wikipedia.org/wiki/Winsorizing>`_ values based on limits
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python
train
32.25
google/grr
grr/core/grr_response_core/lib/rdfvalues/paths.py
https://github.com/google/grr/blob/5cef4e8e2f0d5df43ea4877e9c798e0bf60bfe74/grr/core/grr_response_core/lib/rdfvalues/paths.py#L201-L261
def AFF4Path(self, client_urn): """Returns the AFF4 URN this pathspec will be stored under. Args: client_urn: A ClientURN. Returns: A urn that corresponds to this pathspec. Raises: ValueError: If pathspec is not of the correct type. """ # If the first level is OS and the sec...
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Returns the AFF4 URN this pathspec will be stored under. Args: client_urn: A ClientURN. Returns: A urn that corresponds to this pathspec. Raises: ValueError: If pathspec is not of the correct type.
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python
train
32.885246
saltstack/salt
salt/states/boto_asg.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/states/boto_asg.py#L822-L892
def absent( name, force=False, region=None, key=None, keyid=None, profile=None, remove_lc=False): ''' Ensure the named autoscale group is deleted. name Name of the autoscale group. force Force deletion of autoscale group. rem...
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Ensure the named autoscale group is deleted. name Name of the autoscale group. force Force deletion of autoscale group. remove_lc Delete the launch config as well. region The region to connect to. key Secret key to be used. keyid Access key t...
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python
train
36.28169
calston/tensor
tensor/utils.py
https://github.com/calston/tensor/blob/7c0c99708b5dbff97f3895f705e11996b608549d/tensor/utils.py#L254-L261
def getBody(self, url, method='GET', headers={}, data=None, socket=None): """Make an HTTP request and return the body """ if not 'User-Agent' in headers: headers['User-Agent'] = ['Tensor HTTP checker'] return self.request(url, method, headers, data, socket)
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Make an HTTP request and return the body
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python
test
37
phoebe-project/phoebe2
phoebe/parameters/constraint.py
https://github.com/phoebe-project/phoebe2/blob/e64b8be683977064e2d55dd1b3ac400f64c3e379/phoebe/parameters/constraint.py#L989-L1026
def requiv_contact_min(b, component, solve_for=None, **kwargs): """ Create a constraint to determine the critical (at L1) value of requiv at which a constact will underflow. This will only be used for contacts for requiv_min :parameter b: the :class:`phoebe.frontend.bundle.Bundle` :parameter s...
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Create a constraint to determine the critical (at L1) value of requiv at which a constact will underflow. This will only be used for contacts for requiv_min :parameter b: the :class:`phoebe.frontend.bundle.Bundle` :parameter str component: the label of the star in which this constraint should ...
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python
train
42.184211
fr33jc/bang
bang/providers/hpcloud/__init__.py
https://github.com/fr33jc/bang/blob/8f000713f88d2a9a8c1193b63ca10a6578560c16/bang/providers/hpcloud/__init__.py#L136-L193
def authenticate(self): """ Authenticate against the HP Cloud Identity Service. This is the first step in any hpcloud.com session, although this method is automatically called when accessing higher-level methods/attributes. **Examples of Credentials Configuration** - B...
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Authenticate against the HP Cloud Identity Service. This is the first step in any hpcloud.com session, although this method is automatically called when accessing higher-level methods/attributes. **Examples of Credentials Configuration** - Bare minimum for authentication using HP API ...
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python
train
38.862069
tanghaibao/jcvi
jcvi/formats/contig.py
https://github.com/tanghaibao/jcvi/blob/d2e31a77b6ade7f41f3b321febc2b4744d1cdeca/jcvi/formats/contig.py#L90-L146
def frombed(args): """ %prog frombed bedfile contigfasta readfasta Convert read placement to contig format. This is useful before running BAMBUS. """ from jcvi.formats.fasta import Fasta from jcvi.formats.bed import Bed from jcvi.utils.cbook import fill p = OptionParser(frombed.__doc__...
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%prog frombed bedfile contigfasta readfasta Convert read placement to contig format. This is useful before running BAMBUS.
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python
train
31.385965
ActivisionGameScience/assertpy
assertpy/assertpy.py
https://github.com/ActivisionGameScience/assertpy/blob/08d799cdb01f9a25d3e20672efac991c7bc26d79/assertpy/assertpy.py#L231-L244
def is_instance_of(self, some_class): """Asserts that val is an instance of the given class.""" try: if not isinstance(self.val, some_class): if hasattr(self.val, '__name__'): t = self.val.__name__ elif hasattr(self.val, '__class__'): ...
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Asserts that val is an instance of the given class.
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python
valid
45.571429
StackStorm/pybind
pybind/slxos/v17r_1_01a/mpls_state/__init__.py
https://github.com/StackStorm/pybind/blob/44c467e71b2b425be63867aba6e6fa28b2cfe7fb/pybind/slxos/v17r_1_01a/mpls_state/__init__.py#L1150-L1173
def _set_autobw_threshold_table_summary(self, v, load=False): """ Setter method for autobw_threshold_table_summary, mapped from YANG variable /mpls_state/autobw_threshold_table_summary (container) If this variable is read-only (config: false) in the source YANG file, then _set_autobw_threshold_table_sum...
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Setter method for autobw_threshold_table_summary, mapped from YANG variable /mpls_state/autobw_threshold_table_summary (container) If this variable is read-only (config: false) in the source YANG file, then _set_autobw_threshold_table_summary is considered as a private method. Backends looking to populate t...
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python
train
87.375
CityOfZion/neo-python
neo/Implementations/Notifications/LevelDB/NotificationDB.py
https://github.com/CityOfZion/neo-python/blob/fe90f62e123d720d4281c79af0598d9df9e776fb/neo/Implementations/Notifications/LevelDB/NotificationDB.py#L302-L320
def get_token(self, hash): """ Looks up a token by hash Args: hash (UInt160): The token to look up Returns: SmartContractEvent: A smart contract event with a contract that is an NEP5 Token """ tokens_snapshot = self.db.prefixed_db(NotificationPref...
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Looks up a token by hash Args: hash (UInt160): The token to look up Returns: SmartContractEvent: A smart contract event with a contract that is an NEP5 Token
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python
train
35.157895
log2timeline/plaso
plaso/storage/sqlite/merge_reader.py
https://github.com/log2timeline/plaso/blob/9c564698d2da3ffbe23607a3c54c0582ea18a6cc/plaso/storage/sqlite/merge_reader.py#L99-L116
def _AddEvent(self, event): """Adds an event. Args: event (EventObject): event. """ if hasattr(event, 'event_data_row_identifier'): event_data_identifier = identifiers.SQLTableIdentifier( self._CONTAINER_TYPE_EVENT_DATA, event.event_data_row_identifier) lookup_key ...
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Adds an event. Args: event (EventObject): event.
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python
train
32.222222
Gorialis/jishaku
jishaku/repl/compilation.py
https://github.com/Gorialis/jishaku/blob/fc7c479b9d510ede189a929c8aa6f7c8ef7f9a6e/jishaku/repl/compilation.py#L150-L164
async def traverse(self, func): """ Traverses an async function or generator, yielding each result. This function is private. The class should be used as an iterator instead of using this method. """ # this allows the reference to be stolen async_executor = self ...
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Traverses an async function or generator, yielding each result. This function is private. The class should be used as an iterator instead of using this method.
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python
train
33.2
bodylabs/lace
lace/texture.py
https://github.com/bodylabs/lace/blob/b68f4a60a4cac66c0607ffbae38ef9d07d37f459/lace/texture.py#L56-L69
def load_texture(self, texture_version): ''' Expect a texture version number as an integer, load the texture version from /is/ps/shared/data/body/template/texture_coordinates/. Currently there are versions [0, 1, 2, 3] availiable. ''' import numpy as np lowres_tex_templat...
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Expect a texture version number as an integer, load the texture version from /is/ps/shared/data/body/template/texture_coordinates/. Currently there are versions [0, 1, 2, 3] availiable.
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python
train
66.071429
bioidiap/gridtk
gridtk/script/jman.py
https://github.com/bioidiap/gridtk/blob/9e3291b8b50388682908927231b2730db1da147d/gridtk/script/jman.py#L198-L201
def list(args): """Lists the jobs in the given database.""" jm = setup(args) jm.list(job_ids=get_ids(args.job_ids), print_array_jobs=args.print_array_jobs, print_dependencies=args.print_dependencies, status=args.status, long=args.long, print_times=args.print_times, ids_only=args.ids_only, names=args.names)
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Lists the jobs in the given database.
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python
train
77.5
wal-e/wal-e
wal_e/blobstore/file/file_util.py
https://github.com/wal-e/wal-e/blob/027263860e72a403bc0e1497bb3e67523138e7a2/wal_e/blobstore/file/file_util.py#L36-L59
def do_lzop_get(creds, url, path, decrypt, do_retry): """ Get and decompress a URL This streams the content directly to lzop; the compressed version is never stored on disk. """ assert url.endswith('.lzo'), 'Expect an lzop-compressed file' with files.DeleteOnError(path) as decomp_out: ...
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Get and decompress a URL This streams the content directly to lzop; the compressed version is never stored on disk.
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python
train
31.625
estnltk/estnltk
estnltk/text.py
https://github.com/estnltk/estnltk/blob/28ae334a68a0673072febc318635f04da0dcc54a/estnltk/text.py#L1296-L1315
def split_by(self, layer, sep=' '): """Split the text into multiple instances defined by elements of given layer. The spans for layer elements are extracted and feed to :py:meth:`~estnltk.text.Text.split_given_spans` method. Parameters ---------- layer: str ...
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Split the text into multiple instances defined by elements of given layer. The spans for layer elements are extracted and feed to :py:meth:`~estnltk.text.Text.split_given_spans` method. Parameters ---------- layer: str String determining the layer that is used to de...
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python
train
35.1
cloud9ers/gurumate
environment/lib/python2.7/site-packages/IPython/utils/path.py
https://github.com/cloud9ers/gurumate/blob/075dc74d1ee62a8c6b7a8bf2b271364f01629d1e/environment/lib/python2.7/site-packages/IPython/utils/path.py#L322-L333
def locate_profile(profile='default'): """Find the path to the folder associated with a given profile. I.e. find $IPYTHONDIR/profile_whatever. """ from IPython.core.profiledir import ProfileDir, ProfileDirError try: pd = ProfileDir.find_profile_dir_by_name(get_ipython_dir(), profile) ...
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Find the path to the folder associated with a given profile. I.e. find $IPYTHONDIR/profile_whatever.
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python
test
40.416667
gabstopper/smc-python
smc/elements/helpers.py
https://github.com/gabstopper/smc-python/blob/e027b8a5dcfaf884eada32d113d41c1e56b32457/smc/elements/helpers.py#L45-L59
def zone_helper(zone): """ Zone finder by name. If zone doesn't exist, create it and return the href :param str zone: name of zone (if href, will be returned as is) :return str href: href of zone """ if zone is None: return None elif isinstance(zone, Zone): return zone.h...
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Zone finder by name. If zone doesn't exist, create it and return the href :param str zone: name of zone (if href, will be returned as is) :return str href: href of zone
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python
train
27.266667
iotile/coretools
transport_plugins/native_ble/iotile_transport_native_ble/device_adapter.py
https://github.com/iotile/coretools/blob/2d794f5f1346b841b0dcd16c9d284e9bf2f3c6ec/transport_plugins/native_ble/iotile_transport_native_ble/device_adapter.py#L218-L226
def stop_scan(self): """Stop to scan.""" try: self.bable.stop_scan(sync=True) except bable_interface.BaBLEException: # If we errored our it is because we were not currently scanning pass self.scanning = False
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Stop to scan.
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python
train
29.888889
minhhoit/yacms
yacms/utils/docs.py
https://github.com/minhhoit/yacms/blob/2921b706b7107c6e8c5f2bbf790ff11f85a2167f/yacms/utils/docs.py#L288-L302
def build_requirements(docs_path, package_name="yacms"): """ Updates the requirements file with yacms's version number. """ mezz_string = "yacms==" project_path = os.path.join(docs_path, "..") requirements_file = os.path.join(project_path, package_name, "proj...
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Updates the requirements file with yacms's version number.
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python
train
44.533333
HazyResearch/fonduer
src/fonduer/learning/disc_models/sparse_lstm.py
https://github.com/HazyResearch/fonduer/blob/4520f86a716f03dcca458a9f4bddac75b4e7068f/src/fonduer/learning/disc_models/sparse_lstm.py#L25-L64
def forward(self, X): """Forward function. :param X: The input (batch) of the model contains word sequences for lstm, features and feature weights. :type X: For word sequences: a list of torch.Tensor pair (word sequence and word mask) of shape (batch_size, sequence_lengt...
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Forward function. :param X: The input (batch) of the model contains word sequences for lstm, features and feature weights. :type X: For word sequences: a list of torch.Tensor pair (word sequence and word mask) of shape (batch_size, sequence_length). For features: tor...
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python
train
35.05
UCBerkeleySETI/blimpy
blimpy/waterfall.py
https://github.com/UCBerkeleySETI/blimpy/blob/b8822d3e3e911944370d84371a91fa0c29e9772e/blimpy/waterfall.py#L195-L212
def info(self): """ Print header information and other derived information. """ print("\n--- File Info ---") for key, val in self.file_header.items(): if key == 'src_raj': val = val.to_string(unit=u.hour, sep=':') if key == 'src_dej': val...
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Print header information and other derived information.
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python
test
44.333333
praekeltfoundation/seed-control-interface
ci/utils.py
https://github.com/praekeltfoundation/seed-control-interface/blob/32ddad88b5bc2f8f4d80b848361899da2e081636/ci/utils.py#L162-L185
def get_page_of_iterator(iterator, page_size, page_number): """ Get a page from an interator, handling invalid input from the page number by defaulting to the first page. """ try: page_number = validate_page_number(page_number) except (PageNotAnInteger, EmptyPage): page_number = ...
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Get a page from an interator, handling invalid input from the page number by defaulting to the first page.
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python
test
32.458333
lucasmaystre/choix
choix/mm.py
https://github.com/lucasmaystre/choix/blob/05a57a10bb707338113a9d91601ca528ead7a881/choix/mm.py#L149-L183
def mm_top1( n_items, data, initial_params=None, alpha=0.0, max_iter=10000, tol=1e-8): """Compute the ML estimate of model parameters using the MM algorithm. This function computes the maximum-likelihood (ML) estimate of model parameters given top-1 data (see :ref:`data-top1`), using the ...
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Compute the ML estimate of model parameters using the MM algorithm. This function computes the maximum-likelihood (ML) estimate of model parameters given top-1 data (see :ref:`data-top1`), using the minorization-maximization (MM) algorithm [Hun04]_, [CD12]_. If ``alpha > 0``, the function returns the ...
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python
train
34.085714
atlassian-api/atlassian-python-api
atlassian/jira.py
https://github.com/atlassian-api/atlassian-python-api/blob/540d269905c3e7547b666fe30c647b2d512cf358/atlassian/jira.py#L652-L669
def update_issue_remote_link_by_id(self, issue_key, link_id, url, title, global_id=None, relationship=None): """ Update existing Remote Link on Issue :param issue_key: str :param link_id: str :param url: str :param title: str :param global_id: str, OPTIONAL: ...
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Update existing Remote Link on Issue :param issue_key: str :param link_id: str :param url: str :param title: str :param global_id: str, OPTIONAL: :param relationship: str, Optional. Default by built-in method: 'Web Link'
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python
train
41.333333
erdc/RAPIDpy
RAPIDpy/rapid.py
https://github.com/erdc/RAPIDpy/blob/50e14e130554b254a00ff23b226cd7e4c6cfe91a/RAPIDpy/rapid.py#L342-L427
def update_reach_number_data(self): """ Update the reach number data for the namelist based on input files. .. warning:: You need to make sure you set *rapid_connect_file* and *riv_bas_id_file* before running this function. Example: .. code:: python ...
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Update the reach number data for the namelist based on input files. .. warning:: You need to make sure you set *rapid_connect_file* and *riv_bas_id_file* before running this function. Example: .. code:: python from RAPIDpy import RAPID rapid_man...
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python
train
34.918605
ellisonleao/pyshorteners
pyshorteners/shorteners/adfly.py
https://github.com/ellisonleao/pyshorteners/blob/116155751c943f8d875c819d5a41db10515db18d/pyshorteners/shorteners/adfly.py#L79-L118
def expand(self, url): """Expand implementation for Adf.ly Args: url: the URL you want to expand Returns: A string containing the expanded URL Raises: BadAPIResponseException: If the data is malformed or we got a bad status code on API re...
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Expand implementation for Adf.ly Args: url: the URL you want to expand Returns: A string containing the expanded URL Raises: BadAPIResponseException: If the data is malformed or we got a bad status code on API response ShorteningError...
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python
train
33.775
JelteF/PyLaTeX
pylatex/tikz.py
https://github.com/JelteF/PyLaTeX/blob/62d9d9912ce8445e6629cdbcb80ad86143a1ed23/pylatex/tikz.py#L249-L263
def get_anchor_point(self, anchor_name): """Return an anchor point of the node, if it exists.""" if anchor_name in self._possible_anchors: return TikZNodeAnchor(self.handle, anchor_name) else: try: anchor = int(anchor_name.split('_')[1]) excep...
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Return an anchor point of the node, if it exists.
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python
train
34.2
markovmodel/msmtools
msmtools/analysis/api.py
https://github.com/markovmodel/msmtools/blob/54dc76dd2113a0e8f3d15d5316abab41402941be/msmtools/analysis/api.py#L1259-L1350
def correlation(T, obs1, obs2=None, times=(1), maxtime=None, k=None, ncv=None, return_times=False): r"""Time-correlation for equilibrium experiment. Parameters ---------- T : (M, M) ndarray or scipy.sparse matrix Transition matrix obs1 : (M,) ndarray Observable, represented as vecto...
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r"""Time-correlation for equilibrium experiment. Parameters ---------- T : (M, M) ndarray or scipy.sparse matrix Transition matrix obs1 : (M,) ndarray Observable, represented as vector on state space obs2 : (M,) ndarray (optional) Second observable, for cross-correlations ...
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python
train
34.836957
PMEAL/OpenPNM
openpnm/algorithms/InvasionPercolation.py
https://github.com/PMEAL/OpenPNM/blob/0547b5724ffedc0a593aae48639d36fe10e0baed/openpnm/algorithms/InvasionPercolation.py#L103-L143
def setup(self, phase, entry_pressure='', pore_volume='', throat_volume=''): r""" Set up the required parameters for the algorithm Parameters ---------- phase : OpenPNM Phase object The phase to be injected into the Network. The Phase must have the capil...
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r""" Set up the required parameters for the algorithm Parameters ---------- phase : OpenPNM Phase object The phase to be injected into the Network. The Phase must have the capillary entry pressure values for the system. entry_pressure : string ...
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python
train
41.195122
JasonKessler/scattertext
scattertext/TermDocMatrixWithoutCategories.py
https://github.com/JasonKessler/scattertext/blob/cacf1f687d218ee8cae3fc05cc901db824bb1b81/scattertext/TermDocMatrixWithoutCategories.py#L471-L488
def add_metadata(self, metadata_matrix, meta_index_store): ''' Returns a new corpus with a the metadata matrix and index store integrated. :param metadata_matrix: scipy.sparse matrix (# docs, # metadata) :param meta_index_store: IndexStore of metadata values :return: TermDocMatr...
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Returns a new corpus with a the metadata matrix and index store integrated. :param metadata_matrix: scipy.sparse matrix (# docs, # metadata) :param meta_index_store: IndexStore of metadata values :return: TermDocMatrixWithoutCategories
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python
train
57.666667
mikeboers/Flask-ACL
flask_acl/extension.py
https://github.com/mikeboers/Flask-ACL/blob/7339b89f96ad8686d1526e25c138244ad912e12d/flask_acl/extension.py#L101-L114
def permission_set(self, name, func=None): """Define a new permission set (directly, or as a decorator). E.g.:: @authz.permission_set('HTTP') def is_http_perm(perm): return perm.startswith('http.') """ if func is None: return functoo...
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Define a new permission set (directly, or as a decorator). E.g.:: @authz.permission_set('HTTP') def is_http_perm(perm): return perm.startswith('http.')
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python
train
28.642857
Othernet-Project/ndb-utils
ndb_utils/models.py
https://github.com/Othernet-Project/ndb-utils/blob/7804a5e305a4ed280742e22dad1dd10756cbe695/ndb_utils/models.py#L130-L144
def clean(self): """ Cleans the data and throws ValidationError on failure """ errors = {} cleaned = {} for name, validator in self.validate_schema.items(): val = getattr(self, name, None) try: cleaned[name] = validator.to_python(val) ...
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Cleans the data and throws ValidationError on failure
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python
train
31.8
senaite/senaite.core
bika/lims/browser/widgets/referenceresultswidget.py
https://github.com/senaite/senaite.core/blob/7602ce2ea2f9e81eb34e20ce17b98a3e70713f85/bika/lims/browser/widgets/referenceresultswidget.py#L133-L180
def folderitem(self, obj, item, index): """Service triggered each time an item is iterated in folderitems. The use of this service prevents the extra-loops in child objects. :obj: the instance of the class to be foldered :item: dict containing the properties of the object to be used by...
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Service triggered each time an item is iterated in folderitems. The use of this service prevents the extra-loops in child objects. :obj: the instance of the class to be foldered :item: dict containing the properties of the object to be used by the template :index: current i...
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python
train
37.104167
gwastro/pycbc-glue
pycbc_glue/iterutils.py
https://github.com/gwastro/pycbc-glue/blob/a3e906bae59fbfd707c3ff82e5d008d939ec5e24/pycbc_glue/iterutils.py#L218-L240
def inplace_filter(func, sequence): """ Like Python's filter() builtin, but modifies the sequence in place. Example: >>> l = range(10) >>> inplace_filter(lambda x: x > 5, l) >>> l [6, 7, 8, 9] Performance considerations: the function iterates over the sequence, shuffling surviving members down and deleting...
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Like Python's filter() builtin, but modifies the sequence in place. Example: >>> l = range(10) >>> inplace_filter(lambda x: x > 5, l) >>> l [6, 7, 8, 9] Performance considerations: the function iterates over the sequence, shuffling surviving members down and deleting whatever top part of the sequence is lef...
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python
train
26.826087
bunq/sdk_python
bunq/sdk/model/generated/object_.py
https://github.com/bunq/sdk_python/blob/da6c9b83e6d83ee8062617f53c6eb7293c0d863d/bunq/sdk/model/generated/object_.py#L4337-L4369
def is_all_field_none(self): """ :rtype: bool """ if self._BillingInvoice is not None: return False if self._DraftPayment is not None: return False if self._MasterCardAction is not None: return False if self._Payment is not ...
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python
train
21.181818
dwavesystems/dwave-system
dwave/embedding/polynomialembedder.py
https://github.com/dwavesystems/dwave-system/blob/86a1698f15ccd8b0ece0ed868ee49292d3f67f5b/dwave/embedding/polynomialembedder.py#L291-L319
def biclique(self, xmin, xmax, ymin, ymax): """Compute a maximum-sized complete bipartite graph contained in the rectangle defined by ``xmin, xmax, ymin, ymax`` where each chain of qubits is either a vertical line or a horizontal line. INPUTS: xmin,xmax,ymin,ymax: integers d...
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Compute a maximum-sized complete bipartite graph contained in the rectangle defined by ``xmin, xmax, ymin, ymax`` where each chain of qubits is either a vertical line or a horizontal line. INPUTS: xmin,xmax,ymin,ymax: integers defining the bounds of a rectangle where we ...
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python
train
39.172414
pytroll/trollimage
trollimage/utilities.py
https://github.com/pytroll/trollimage/blob/d35a7665ad475ff230e457085523e21f2cd3f454/trollimage/utilities.py#L52-L73
def _make_cmap(colors, position=None, bit=False): ''' _make_cmap takes a list of tuples which contain RGB values. The RGB values may either be in 8-bit [0 to 255] (in which bit must be set to True when called) or arithmetic [0 to 1] (default). _make_cmap returns a cmap with equally spaced colors. ...
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_make_cmap takes a list of tuples which contain RGB values. The RGB values may either be in 8-bit [0 to 255] (in which bit must be set to True when called) or arithmetic [0 to 1] (default). _make_cmap returns a cmap with equally spaced colors. Arrange your tuples so that the first color is the lowest va...
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python
train
45.409091
openid/python-openid
openid/consumer/discover.py
https://github.com/openid/python-openid/blob/f7e13536f0d1828d3cef5ae7a7b55cabadff37fc/openid/consumer/discover.py#L221-L231
def fromOPEndpointURL(cls, op_endpoint_url): """Construct an OP-Identifier OpenIDServiceEndpoint object for a given OP Endpoint URL @param op_endpoint_url: The URL of the endpoint @rtype: OpenIDServiceEndpoint """ service = cls() service.server_url = op_endpoint_...
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Construct an OP-Identifier OpenIDServiceEndpoint object for a given OP Endpoint URL @param op_endpoint_url: The URL of the endpoint @rtype: OpenIDServiceEndpoint
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python
train
35.090909
rfarley3/Kibana
kibana/mapping.py
https://github.com/rfarley3/Kibana/blob/3df1e13be18edfb39ec173d8d2bbe9e90be61022/kibana/mapping.py#L256-L278
def get_field_mappings(self, field): """Converts ES field mappings to .kibana field mappings""" retdict = {} retdict['indexed'] = False retdict['analyzed'] = False for (key, val) in iteritems(field): if key in self.mappings: if (key == 'type' and ...
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Converts ES field mappings to .kibana field mappings
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python
train
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JoelBender/bacpypes
py25/bacpypes/netservice.py
https://github.com/JoelBender/bacpypes/blob/4111b8604a16fa2b7f80d8104a43b9f3e28dfc78/py25/bacpypes/netservice.py#L234-L253
def bind(self, server, net=None, address=None): """Create a network adapter object and bind.""" if _debug: NetworkServiceAccessPoint._debug("bind %r net=%r address=%r", server, net, address) # make sure this hasn't already been called with this network if net in self.adapters: ...
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Create a network adapter object and bind.
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python
train
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belbio/bel
bel/edge/edges.py
https://github.com/belbio/bel/blob/60333e8815625b942b4836903f3b618cf44b3771/bel/edge/edges.py#L199-L217
def extract_ast_species(ast): """Extract species from ast.species set of tuples (id, label)""" species_id = "None" species_label = "None" species = [ (species_id, species_label) for (species_id, species_label) in ast.species if species_id ] if len(species) == 1: (species_id, sp...
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Extract species from ast.species set of tuples (id, label)
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python
train
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mwshinn/paranoidscientist
paranoid/decorators.py
https://github.com/mwshinn/paranoidscientist/blob/a5e9198bc40b0a985174ad643cc5d6d0c46efdcd/paranoid/decorators.py#L176-L217
def accepts(*argtypes, **kwargtypes): """A function decorator to specify argument types of the function. Types may be specified either in the order that they appear in the function or via keyword arguments (just as if you were calling the function). Example usage: | @accepts(Positive0) ...
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A function decorator to specify argument types of the function. Types may be specified either in the order that they appear in the function or via keyword arguments (just as if you were calling the function). Example usage: | @accepts(Positive0) | def square_root(x): | ...
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python
train
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ElementAI/greensim
greensim/__init__.py
https://github.com/ElementAI/greensim/blob/f160e8b57d69f6ef469f2e991cc07b7721e08a91/greensim/__init__.py#L301-L313
def add_at(self, moment: float, fn_process: Callable, *args: Any, **kwargs: Any) -> 'Process': """ Adds a process to the simulation, which is made to start at the given exact time on the simulated clock. Note that times in the past when compared to the current moment on the simulated clock are f...
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Adds a process to the simulation, which is made to start at the given exact time on the simulated clock. Note that times in the past when compared to the current moment on the simulated clock are forbidden. See method add() for more details.
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python
train
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secdev/scapy
scapy/asn1fields.py
https://github.com/secdev/scapy/blob/3ffe757c184017dd46464593a8f80f85abc1e79a/scapy/asn1fields.py#L74-L101
def m2i(self, pkt, s): """ The good thing about safedec is that it may still decode ASN1 even if there is a mismatch between the expected tag (self.ASN1_tag) and the actual tag; the decoded ASN1 object will simply be put into an ASN1_BADTAG object. However, safedec prevents the r...
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The good thing about safedec is that it may still decode ASN1 even if there is a mismatch between the expected tag (self.ASN1_tag) and the actual tag; the decoded ASN1 object will simply be put into an ASN1_BADTAG object. However, safedec prevents the raising of exceptions needed for ASN...
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python
train
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pyrogram/pyrogram
pyrogram/client/filters/filters.py
https://github.com/pyrogram/pyrogram/blob/e7258a341ba905cfa86264c22040654db732ec1c/pyrogram/client/filters/filters.py#L275-L292
def regex(pattern, flags: int = 0): """Filter messages that match a given RegEx pattern. Args: pattern (``str``): The RegEx pattern as string, it will be applied to the text of a message. When a pattern matches, all the `Match Objects <https://docs.python.org...
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Filter messages that match a given RegEx pattern. Args: pattern (``str``): The RegEx pattern as string, it will be applied to the text of a message. When a pattern matches, all the `Match Objects <https://docs.python.org/3/library/re.html#match-objects>`_ ...
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python
train
40.055556
sethmlarson/virtualbox-python
virtualbox/library.py
https://github.com/sethmlarson/virtualbox-python/blob/706c8e3f6e3aee17eb06458e73cbb4bc2d37878b/virtualbox/library.py#L30553-L30574
def create_aggregator(self, subordinates): """Creates an aggregator event source, collecting events from multiple sources. This way a single listener can listen for events coming from multiple sources, using a single blocking :py:func:`get_event` on the returned aggregator. in subordin...
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Creates an aggregator event source, collecting events from multiple sources. This way a single listener can listen for events coming from multiple sources, using a single blocking :py:func:`get_event` on the returned aggregator. in subordinates of type :class:`IEventSource` Subordi...
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python
train
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singularityhub/sregistry-cli
sregistry/utils/fileio.py
https://github.com/singularityhub/sregistry-cli/blob/abc96140a1d15b5e96d83432e1e0e1f4f8f36331/sregistry/utils/fileio.py#L283-L297
def write_json(json_obj, filename, mode="w", print_pretty=True): '''write_json will (optionally,pretty print) a json object to file Parameters ========== json_obj: the dict to print to json filename: the output file to write to pretty_print: if True, will use nicer formatting ...
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write_json will (optionally,pretty print) a json object to file Parameters ========== json_obj: the dict to print to json filename: the output file to write to pretty_print: if True, will use nicer formatting
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python
test
34.066667
openai/baselines
baselines/common/cmd_util.py
https://github.com/openai/baselines/blob/3301089b48c42b87b396e246ea3f56fa4bfc9678/baselines/common/cmd_util.py#L88-L102
def make_mujoco_env(env_id, seed, reward_scale=1.0): """ Create a wrapped, monitored gym.Env for MuJoCo. """ rank = MPI.COMM_WORLD.Get_rank() myseed = seed + 1000 * rank if seed is not None else None set_global_seeds(myseed) env = gym.make(env_id) logger_path = None if logger.get_dir() ...
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Create a wrapped, monitored gym.Env for MuJoCo.
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python
valid
39.6
ray-project/ray
python/ray/tune/trial_runner.py
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/trial_runner.py#L247-L256
def is_finished(self): """Returns whether all trials have finished running.""" if self._total_time > self._global_time_limit: logger.warning("Exceeded global time limit {} / {}".format( self._total_time, self._global_time_limit)) return True trials_done ...
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Returns whether all trials have finished running.
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python
train
42.5