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LCAV/pylocus
pylocus/edm_completion.py
https://github.com/LCAV/pylocus/blob/c56a38c251d8a435caf4641a8ae6027ecba2c8c6/pylocus/edm_completion.py#L144-L159
def completion_acd(edm, X0, W=None, tol=1e-6, sweeps=3): """ Complete an denoise EDM using alternating decent. The idea here is to simply run reconstruct_acd for a few iterations, yieding a position estimate, which can in turn be used to get a completed and denoised edm. :param edm: noisy matr...
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Complete an denoise EDM using alternating decent. The idea here is to simply run reconstruct_acd for a few iterations, yieding a position estimate, which can in turn be used to get a completed and denoised edm. :param edm: noisy matrix (NxN) :param X0: starting points (Nxd) :param W: opt...
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python
train
saltstack/salt
salt/runners/vault.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/runners/vault.py#L28-L96
def generate_token(minion_id, signature, impersonated_by_master=False): ''' Generate a Vault token for minion minion_id minion_id The id of the minion that requests a token signature Cryptographic signature which validates that the request is indeed sent by the minion (or the m...
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Generate a Vault token for minion minion_id minion_id The id of the minion that requests a token signature Cryptographic signature which validates that the request is indeed sent by the minion (or the master, see impersonated_by_master). impersonated_by_master If the maste...
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python
train
pypa/pipenv
pipenv/patched/notpip/_vendor/webencodings/__init__.py
https://github.com/pypa/pipenv/blob/cae8d76c210b9777e90aab76e9c4b0e53bb19cde/pipenv/patched/notpip/_vendor/webencodings/__init__.py#L61-L88
def lookup(label): """ Look for an encoding by its label. This is the spec’s `get an encoding <http://encoding.spec.whatwg.org/#concept-encoding-get>`_ algorithm. Supported labels are listed there. :param label: A string. :returns: An :class:`Encoding` object, or :obj:`None` for an ...
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Look for an encoding by its label. This is the spec’s `get an encoding <http://encoding.spec.whatwg.org/#concept-encoding-get>`_ algorithm. Supported labels are listed there. :param label: A string. :returns: An :class:`Encoding` object, or :obj:`None` for an unknown label.
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python
train
horazont/aioxmpp
aioxmpp/roster/service.py
https://github.com/horazont/aioxmpp/blob/22a68e5e1d23f2a4dee470092adbd4672f9ef061/aioxmpp/roster/service.py#L697-L719
def approve(self, peer_jid): """ (Pre-)approve a subscription request from `peer_jid`. :param peer_jid: The peer to (pre-)approve. This sends a ``"subscribed"`` presence to the peer; if the peer has previously asked for a subscription, this will seal the deal and create ...
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(Pre-)approve a subscription request from `peer_jid`. :param peer_jid: The peer to (pre-)approve. This sends a ``"subscribed"`` presence to the peer; if the peer has previously asked for a subscription, this will seal the deal and create the subscription. If the peer has not r...
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python
train
ev3dev/ev3dev-lang-python
ev3dev2/motor.py
https://github.com/ev3dev/ev3dev-lang-python/blob/afc98d35004b533dc161a01f7c966e78607d7c1e/ev3dev2/motor.py#L477-L483
def duty_cycle(self): """ Returns the current duty cycle of the motor. Units are percent. Values are -100 to 100. """ self._duty_cycle, value = self.get_attr_int(self._duty_cycle, 'duty_cycle') return value
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Returns the current duty cycle of the motor. Units are percent. Values are -100 to 100.
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python
train
jamieleshaw/lurklib
lurklib/squeries.py
https://github.com/jamieleshaw/lurklib/blob/a861f35d880140422103dd78ec3239814e85fd7e/lurklib/squeries.py#L212-L233
def admin(self, server=None): """ Get the admin information. Optional arguments: * server=None - Get admin information for - server instead of the current server. """ with self.lock: if not server: self.send('ADMIN') els...
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Get the admin information. Optional arguments: * server=None - Get admin information for - server instead of the current server.
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python
train
openstack/python-monascaclient
monascaclient/v2_0/shell.py
https://github.com/openstack/python-monascaclient/blob/03b07534145928eb2debad938da033c232dda105/monascaclient/v2_0/shell.py#L1405-L1424
def do_alarm_history_list(mc, args): '''List alarms state history.''' fields = {} if args.dimensions: fields['dimensions'] = utils.format_parameters(args.dimensions) if args.starttime: _translate_starttime(args) fields['start_time'] = args.starttime if args.endtime: f...
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List alarms state history.
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python
train
phn/angles
angles.py
https://github.com/phn/angles/blob/5c30ed7c3a7412177daaed180bf3b2351b287589/angles.py#L1908-L1916
def from_spherical(cls, r=1.0, alpha=0.0, delta=0.0): """Construct Cartesian vector from spherical coordinates. alpha and delta must be in radians. """ x = r * math.cos(delta) * math.cos(alpha) y = r * math.cos(delta) * math.sin(alpha) z = r * math.sin(delta) ret...
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Construct Cartesian vector from spherical coordinates. alpha and delta must be in radians.
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python
train
MycroftAI/padatious
padatious/intent_container.py
https://github.com/MycroftAI/padatious/blob/794a2530d6079bdd06e193edd0d30b2cc793e631/padatious/intent_container.py#L148-L151
def remove_entity(self, name): """Unload an entity""" self.entities.remove(name) self.padaos.remove_entity(name)
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Unload an entity
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python
valid
wonambi-python/wonambi
wonambi/widgets/traces.py
https://github.com/wonambi-python/wonambi/blob/1d8e3d7e53df8017c199f703bcab582914676e76/wonambi/widgets/traces.py#L670-L674
def page_next(self): """Go to the next page.""" window_start = (self.parent.value('window_start') + self.parent.value('window_length')) self.parent.overview.update_position(window_start)
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Go to the next page.
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python
train
openstack/networking-cisco
networking_cisco/apps/saf/server/services/firewall/native/fw_mgr.py
https://github.com/openstack/networking-cisco/blob/aa58a30aec25b86f9aa5952b0863045975debfa9/networking_cisco/apps/saf/server/services/firewall/native/fw_mgr.py#L759-L770
def convert_fwdb_event_msg(self, rule, tenant_id, rule_id, policy_id): """Convert the Firewall DB to a event message format. From inputs from DB, this will create a FW rule dictionary that resembles the actual data from Openstack when a rule is created. This is usually called after rest...
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Convert the Firewall DB to a event message format. From inputs from DB, this will create a FW rule dictionary that resembles the actual data from Openstack when a rule is created. This is usually called after restart, in order to populate local cache.
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python
train
dwavesystems/dimod
dimod/reference/composites/scalecomposite.py
https://github.com/dwavesystems/dimod/blob/beff1b7f86b559d923ac653c1de6d593876d6d38/dimod/reference/composites/scalecomposite.py#L213-L222
def _scale_back_response(bqm, response, scalar, ignored_interactions, ignored_variables, ignore_offset): """Helper function to scale back the response of sample method""" if len(ignored_interactions) + len( ignored_variables) + ignore_offset == 0: response.record.ene...
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Helper function to scale back the response of sample method
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python
train
mnooner256/pyqrcode
pyqrcode/builder.py
https://github.com/mnooner256/pyqrcode/blob/674a77b5eaf850d063f518bd90c243ee34ad6b5d/pyqrcode/builder.py#L1517-L1528
def _hex_to_rgb(color): """\ Helper function to convert a color provided in hexadecimal format as RGB triple. """ if color[0] == '#': color = color[1:] if len(color) == 3: color = color[0] * 2 + color[1] * 2 + color[2] * 2 if len(color) != 6: raise ValueError('Input #...
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\ Helper function to convert a color provided in hexadecimal format as RGB triple.
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python
train
jobovy/galpy
galpy/orbit/planarOrbit.py
https://github.com/jobovy/galpy/blob/9c5b9fe65d58835624dffe432be282060918ee08/galpy/orbit/planarOrbit.py#L763-L817
def _EOM_dxdv(x,t,pot): """ NAME: _EOM_dxdv PURPOSE: implements the EOM, i.e., the right-hand side of the differential equation, for integrating phase space differences, rectangular INPUT: x - current phase-space position t - current time pot - (list of) Potent...
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NAME: _EOM_dxdv PURPOSE: implements the EOM, i.e., the right-hand side of the differential equation, for integrating phase space differences, rectangular INPUT: x - current phase-space position t - current time pot - (list of) Potential instance(s) OUTPUT: d...
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python
train
quantmind/pulsar
pulsar/apps/http/client.py
https://github.com/quantmind/pulsar/blob/fee44e871954aa6ca36d00bb5a3739abfdb89b26/pulsar/apps/http/client.py#L119-L125
def origin_req_host(self): """Required by Cookies handlers """ if self.history: return self.history[0].request.origin_req_host else: return scheme_host_port(self.url)[1]
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Required by Cookies handlers
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python
train
hazelcast/hazelcast-python-client
hazelcast/protocol/codec/client_authentication_codec.py
https://github.com/hazelcast/hazelcast-python-client/blob/3f6639443c23d6d036aa343f8e094f052250d2c1/hazelcast/protocol/codec/client_authentication_codec.py#L13-L28
def calculate_size(username, password, uuid, owner_uuid, is_owner_connection, client_type, serialization_version, client_hazelcast_version): """ Calculates the request payload size""" data_size = 0 data_size += calculate_size_str(username) data_size += calculate_size_str(password) data_size += BOOLE...
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Calculates the request payload size
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python
train
gitpython-developers/GitPython
git/refs/remote.py
https://github.com/gitpython-developers/GitPython/blob/1f66e25c25cde2423917ee18c4704fff83b837d1/git/refs/remote.py#L19-L25
def iter_items(cls, repo, common_path=None, remote=None): """Iterate remote references, and if given, constrain them to the given remote""" common_path = common_path or cls._common_path_default if remote is not None: common_path = join_path(common_path, str(remote)) # END han...
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Iterate remote references, and if given, constrain them to the given remote
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python
train
treycucco/bidon
bidon/db/core/sql_writer.py
https://github.com/treycucco/bidon/blob/d9f24596841d0e69e8ac70a1d1a1deecea95e340/bidon/db/core/sql_writer.py#L45-L47
def to_tuple(self, iterable, surround="()", joiner=", "): """Returns the iterable as a SQL tuple.""" return "{0}{1}{2}".format(surround[0], joiner.join(iterable), surround[1])
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Returns the iterable as a SQL tuple.
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python
train
briney/abutils
abutils/utils/convert.py
https://github.com/briney/abutils/blob/944755fc7d28bfc7d4f1ffad94ca0bf9d74ec54b/abutils/utils/convert.py#L37-L61
def abi_to_fasta(input, output): ''' Converts ABI or AB1 files to FASTA format. Args: input (str): Path to a file or directory containing abi/ab1 files or zip archives of abi/ab1 files output (str): Path to a directory for the output FASTA files ''' direcs = [input, ]...
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Converts ABI or AB1 files to FASTA format. Args: input (str): Path to a file or directory containing abi/ab1 files or zip archives of abi/ab1 files output (str): Path to a directory for the output FASTA files
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python
train
andymccurdy/redis-py
redis/client.py
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/client.py#L1423-L1453
def set(self, name, value, ex=None, px=None, nx=False, xx=False): """ Set the value at key ``name`` to ``value`` ``ex`` sets an expire flag on key ``name`` for ``ex`` seconds. ``px`` sets an expire flag on key ``name`` for ``px`` milliseconds. ``nx`` if set to True, set the va...
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Set the value at key ``name`` to ``value`` ``ex`` sets an expire flag on key ``name`` for ``ex`` seconds. ``px`` sets an expire flag on key ``name`` for ``px`` milliseconds. ``nx`` if set to True, set the value at key ``name`` to ``value`` only if it does not exist. ``xx`...
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python
train
limodou/uliweb
uliweb/utils/generic.py
https://github.com/limodou/uliweb/blob/34472f25e4bc0b954a35346672f94e84ef18b076/uliweb/utils/generic.py#L519-L530
def get_field_model(name, model=None): """ get model field according to name """ if '.' in name: m, name = name.split('.') model = get_model(m) if model: return getattr(model, name, None), model else: return None, None
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get model field according to name
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python
train
mattjj/pylds
pylds/util.py
https://github.com/mattjj/pylds/blob/e946bfa5aa76e8f8284614561a0f40ffd5d868fb/pylds/util.py#L199-L218
def compute_symm_block_tridiag_covariances(H_diag, H_upper_diag): """ use the info smoother to solve a symmetric block tridiagonal system """ T, D, _ = H_diag.shape assert H_diag.ndim == 3 and H_diag.shape[2] == D assert H_upper_diag.shape == (T - 1, D, D) J_init = J_11 = J_22 = np.zeros((D...
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use the info smoother to solve a symmetric block tridiagonal system
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python
train
google/grr
grr/server/grr_response_server/databases/mysql_cronjobs.py
https://github.com/google/grr/blob/5cef4e8e2f0d5df43ea4877e9c798e0bf60bfe74/grr/server/grr_response_server/databases/mysql_cronjobs.py#L101-L136
def UpdateCronJob(self, cronjob_id, last_run_status=db.Database.unchanged, last_run_time=db.Database.unchanged, current_run_id=db.Database.unchanged, state=db.Database.unchanged, forced_run_requested=...
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Updates run information for an existing cron job.
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python
train
ewels/MultiQC
multiqc/modules/bowtie2/bowtie2.py
https://github.com/ewels/MultiQC/blob/2037d6322b2554146a74efbf869156ad20d4c4ec/multiqc/modules/bowtie2/bowtie2.py#L54-L188
def parse_bowtie2_logs(self, f): """ Warning: This function may make you want to stab yourself. Parse logs from bowtie2. These miss several key bits of information such as input files, so we try to look for logs from other wrapper tools that may have logged this info. If not fou...
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Warning: This function may make you want to stab yourself. Parse logs from bowtie2. These miss several key bits of information such as input files, so we try to look for logs from other wrapper tools that may have logged this info. If not found, we default to using the filename. Note th...
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python
train
jonathf/chaospy
chaospy/distributions/baseclass.py
https://github.com/jonathf/chaospy/blob/25ecfa7bf5608dc10c0b31d142ded0e3755f5d74/chaospy/distributions/baseclass.py#L154-L187
def inv(self, q_data, max_iterations=100, tollerance=1e-5): """ Inverse Rosenblatt transformation. If possible the transformation is done analytically. If not possible, transformation is approximated using an algorithm that alternates between Newton-Raphson and binary search. ...
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Inverse Rosenblatt transformation. If possible the transformation is done analytically. If not possible, transformation is approximated using an algorithm that alternates between Newton-Raphson and binary search. Args: q_data (numpy.ndarray): Probabilities t...
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python
train
EelcoHoogendoorn/Numpy_arraysetops_EP
numpy_indexed/index.py
https://github.com/EelcoHoogendoorn/Numpy_arraysetops_EP/blob/84dc8114bf8a79c3acb3f7f59128247b9fc97243/numpy_indexed/index.py#L236-L240
def unique(self): """returns a tuple of unique key columns""" return tuple( (array_as_typed(s, k.dtype, k.shape) if k.ndim>1 else s)[self.start] for s, k in zip(self.sorted, self._keys))
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returns a tuple of unique key columns
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python
train
NetworkAutomation/jaide
jaide/core.py
https://github.com/NetworkAutomation/jaide/blob/8571b987a8c24c246dc09f1bcc11cb0f045ec33f/jaide/core.py#L737-L772
def interface_errors(self): """ Parse 'show interfaces extensive' and return interfaces with errors. Purpose: This function is called for the -e flag. It will let the user | know if there are any interfaces with errors, and what those | interfaces are. @returns: T...
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Parse 'show interfaces extensive' and return interfaces with errors. Purpose: This function is called for the -e flag. It will let the user | know if there are any interfaces with errors, and what those | interfaces are. @returns: The output that should be shown to the us...
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python
train
zero-os/0-core
client/py-client/zeroos/core0/client/client.py
https://github.com/zero-os/0-core/blob/69f6ce845ab8b8ad805a79a415227e7ac566c218/client/py-client/zeroos/core0/client/client.py#L771-L781
def json(self, command, arguments, tags=None, id=None): """ Same as self.sync except it assumes the returned result is json, and loads the payload of the return object if the returned (data) is not of level (20) an error is raised. :Return: Data """ result = self.sync(com...
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Same as self.sync except it assumes the returned result is json, and loads the payload of the return object if the returned (data) is not of level (20) an error is raised. :Return: Data
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python
train
note35/sinon
sinon/lib/stub.py
https://github.com/note35/sinon/blob/f1d551b679b393d64d926a8a279320904c38d0f5/sinon/lib/stub.py#L137-L161
def __get_return_value_no_withargs(self, *args, **kwargs): """ Pre-conditions: (1) The user has created a stub and specified the stub behaviour (2) The user has called the stub function with the specified "args" and "kwargs" (3) No 'withArgs' conditions were applicab...
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Pre-conditions: (1) The user has created a stub and specified the stub behaviour (2) The user has called the stub function with the specified "args" and "kwargs" (3) No 'withArgs' conditions were applicable in this case Args: args: tuple, the arguments inputed by the...
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python
train
minhhoit/yacms
yacms/core/admin.py
https://github.com/minhhoit/yacms/blob/2921b706b7107c6e8c5f2bbf790ff11f85a2167f/yacms/core/admin.py#L322-L338
def change_view(self, request, object_id, **kwargs): """ For the concrete model, check ``get_content_model()`` for a subclass and redirect to its admin change view. """ instance = get_object_or_404(self.concrete_model, pk=object_id) content_model = instance.get_content_mo...
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For the concrete model, check ``get_content_model()`` for a subclass and redirect to its admin change view.
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python
train
xmunoz/sodapy
sodapy/__init__.py
https://github.com/xmunoz/sodapy/blob/dad2ca9560cde0acb03bdb4423260e891ca40d7b/sodapy/__init__.py#L365-L374
def upsert(self, dataset_identifier, payload, content_type="json"): ''' Insert, update or delete data to/from an existing dataset. Currently supports json and csv file objects. See here for the upsert documentation: http://dev.socrata.com/publishers/upsert.html ''' ...
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Insert, update or delete data to/from an existing dataset. Currently supports json and csv file objects. See here for the upsert documentation: http://dev.socrata.com/publishers/upsert.html
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python
train
mezz64/pyHik
pyhik/hikvision.py
https://github.com/mezz64/pyHik/blob/1e7afca926e2b045257a43cbf8b1236a435493c2/pyhik/hikvision.py#L612-L620
def update_attributes(self, event, channel, attr): """Update attribute list for current event/channel.""" try: for i, sensor in enumerate(self.event_states[event]): if sensor[1] == int(channel): self.event_states[event][i] = attr except KeyError: ...
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Update attribute list for current event/channel.
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python
train
python-wink/python-wink
src/pywink/devices/piggy_bank.py
https://github.com/python-wink/python-wink/blob/cf8bdce8c6518f30b91b23aa7aa32e89c2ce48da/src/pywink/devices/piggy_bank.py#L22-L34
def set_state(self, color_hex): """ :param color_hex: a hex string indicating the color of the porkfolio nose :return: nothing From the api... "the color of the nose is not in the desired_state but on the object itself." """ root_name = self.json_s...
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:param color_hex: a hex string indicating the color of the porkfolio nose :return: nothing From the api... "the color of the nose is not in the desired_state but on the object itself."
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python
train
pantsbuild/pants
src/python/pants/backend/jvm/tasks/jvm_dependency_check.py
https://github.com/pantsbuild/pants/blob/b72e650da0df685824ffdcc71988b8c282d0962d/src/python/pants/backend/jvm/tasks/jvm_dependency_check.py#L59-L62
def _skip(options): """Return true if the task should be entirely skipped, and thus have no product requirements.""" values = [options.missing_direct_deps, options.unnecessary_deps] return all(v == 'off' for v in values)
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Return true if the task should be entirely skipped, and thus have no product requirements.
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python
train
restran/mountains
mountains/json/__init__.py
https://github.com/restran/mountains/blob/a97fee568b112f4e10d878f815d0db3dd0a98d74/mountains/json/__init__.py#L51-L65
def dumps(dict_data, ensure_ascii=True, indent=None, sort_keys=False, encoding='utf-8', **kwargs): """ 返回json数据 :param encoding: :param ensure_ascii: :param sort_keys: :param indent: :param dict_data: :return: """ return json.dumps(dict_data, default=json_default, ...
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返回json数据 :param encoding: :param ensure_ascii: :param sort_keys: :param indent: :param dict_data: :return:
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python
train
flowersteam/explauto
explauto/sensorimotor_model/inverse/cma.py
https://github.com/flowersteam/explauto/blob/cf0f81ecb9f6412f7276a95bd27359000e1e26b6/explauto/sensorimotor_model/inverse/cma.py#L8237-L8242
def somenan(self, x, fun, p=0.1): """returns sometimes np.NaN, otherwise fun(x)""" if np.random.rand(1) < p: return np.NaN else: return fun(x)
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returns sometimes np.NaN, otherwise fun(x)
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python
train
myint/autoflake
autoflake.py
https://github.com/myint/autoflake/blob/68fea68646922b920d55975f9f2adaeafd84df4f/autoflake.py#L754-L766
def is_exclude_file(filename, exclude): """Return True if file matches exclude pattern.""" base_name = os.path.basename(filename) if base_name.startswith('.'): return True for pattern in exclude: if fnmatch.fnmatch(base_name, pattern): return True if fnmatch.fnmatch...
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Return True if file matches exclude pattern.
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python
test
SeattleTestbed/seash
seash_modules.py
https://github.com/SeattleTestbed/seash/blob/40f9d2285662ff8b61e0468b4196acee089b273b/seash_modules.py#L190-L213
def are_cmddicts_same(dict1, dict2): """ Checks to see if two cmddicts are the same. Two cmddicts are defined to be the same if they have the same callbacks/ helptexts/children/summaries for all nodes. """ # If the set of all keys are not the same, they must not be the same. if set(dict1.keys()) != s...
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Checks to see if two cmddicts are the same. Two cmddicts are defined to be the same if they have the same callbacks/ helptexts/children/summaries for all nodes.
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python
train
hotdoc/hotdoc
hotdoc/extensions/c/clang/cindex.py
https://github.com/hotdoc/hotdoc/blob/1067cdc8482b585b364a38fb52ca5d904e486280/hotdoc/extensions/c/clang/cindex.py#L1488-L1496
def location(self): """ Return the source location (the starting character) of the entity pointed at by the cursor. """ if not hasattr(self, '_loc'): self._loc = conf.lib.clang_getCursorLocation(self) return self._loc
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Return the source location (the starting character) of the entity pointed at by the cursor.
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python
train
mthornhill/django-postal
src/postal/resource.py
https://github.com/mthornhill/django-postal/blob/21d65e09b45f0515cde6166345f46c3f506dd08f/src/postal/resource.py#L626-L680
def error_handler(self, e, request, meth, em_format): """ Override this method to add handling of errors customized for your needs """ if isinstance(e, FormValidationError): return self.form_validation_response(e) elif isinstance(e, TypeError): r...
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Override this method to add handling of errors customized for your needs
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python
train
sckott/pygbif
pygbif/occurrences/download.py
https://github.com/sckott/pygbif/blob/bf54f2920bc46d97d7e2e1b0c8059e5878f3c5ab/pygbif/occurrences/download.py#L245-L267
def add_iterative_predicate(self, key, values_list): """add an iterative predicate with a key and set of values which it can be equal to in and or function. The individual predicates are specified with the type ``equals`` and combined with a type ``or``. The main reason for this...
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add an iterative predicate with a key and set of values which it can be equal to in and or function. The individual predicates are specified with the type ``equals`` and combined with a type ``or``. The main reason for this addition is the inability of using ``in`` as predicate ...
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python
train
smarie/python-valid8
valid8/entry_points_annotations.py
https://github.com/smarie/python-valid8/blob/5e15d1de11602933c5114eb9f73277ad91d97800/valid8/entry_points_annotations.py#L945-L963
def _assert_input_is_valid(input_value, # type: Any validators, # type: List[InputValidator] validated_func, # type: Callable input_name # type: str ): """ Called by the `validating_wrappe...
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Called by the `validating_wrapper` in the first step (a) `apply_on_each_func_args` for each function input before executing the function. It simply delegates to the validator. The signature of this function is hardcoded to correspond to `apply_on_each_func_args`'s behaviour and should therefore not be changed. ...
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python
train
CalebBell/fluids
fluids/friction.py
https://github.com/CalebBell/fluids/blob/57f556752e039f1d3e5a822f408c184783db2828/fluids/friction.py#L1889-L2022
def friction_factor(Re, eD=0, Method='Clamond', Darcy=True, AvailableMethods=False): r'''Calculates friction factor. Uses a specified method, or automatically picks one from the dictionary of available methods. 29 approximations are available as well as the direct solution, described in the table below. ...
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r'''Calculates friction factor. Uses a specified method, or automatically picks one from the dictionary of available methods. 29 approximations are available as well as the direct solution, described in the table below. The default is to use the exact solution. Can also be accessed under the name `fd...
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python
train
anrosent/cli
cli.py
https://github.com/anrosent/cli/blob/8f89df4564c5124c95aaa288441f9d574dfa89a3/cli.py#L99-L116
def print_help(self): """Prints usage of all registered commands, collapsing aliases into one record """ seen_aliases = set() print('-'*80) for cmd in sorted(self.cmds): if cmd not in self.builtin_cmds: if cmd not in seen_aliases: ...
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Prints usage of all registered commands, collapsing aliases into one record
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python
train
christophertbrown/bioscripts
ctbBio/fix_fasta.py
https://github.com/christophertbrown/bioscripts/blob/83b2566b3a5745437ec651cd6cafddd056846240/ctbBio/fix_fasta.py#L18-L25
def fix_fasta(fasta): """ remove pesky characters from fasta file header """ for seq in parse_fasta(fasta): seq[0] = remove_char(seq[0]) if len(seq[1]) > 0: yield seq
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remove pesky characters from fasta file header
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python
train
sdispater/orator
orator/orm/relations/belongs_to_many.py
https://github.com/sdispater/orator/blob/bd90bf198ee897751848f9a92e49d18e60a74136/orator/orm/relations/belongs_to_many.py#L720-L732
def _set_timestamps_on_attach(self, record, exists=False): """ Set the creation an update timestamps on an attach record. """ fresh = self._parent.fresh_timestamp() if not exists and self._has_pivot_column(self.created_at()): record[self.created_at()] = fresh ...
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Set the creation an update timestamps on an attach record.
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python
train
insanum/gcalcli
gcalcli/utils.py
https://github.com/insanum/gcalcli/blob/428378a88f89d154c8d4046deb9bdb5eb4e81019/gcalcli/utils.py#L97-L112
def get_time_from_str(when): """Convert a string to a time: first uses the dateutil parser, falls back on fuzzy matching with parsedatetime """ zero_oclock_today = datetime.now(tzlocal()).replace( hour=0, minute=0, second=0, microsecond=0) try: event_time = dateutil_parse(when, ...
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Convert a string to a time: first uses the dateutil parser, falls back on fuzzy matching with parsedatetime
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python
train
gitpython-developers/smmap
smmap/util.py
https://github.com/gitpython-developers/smmap/blob/48e9e30b0ef3c24ac7ed88e6e3bfa37dc945bf4c/smmap/util.py#L229-L238
def file_size(self): """:return: size of file we manager""" if self._file_size is None: if isinstance(self._path_or_fd, string_types()): self._file_size = os.stat(self._path_or_fd).st_size else: self._file_size = os.fstat(self._path_or_fd).st_size ...
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:return: size of file we manager
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python
train
NLeSC/scriptcwl
scriptcwl/step.py
https://github.com/NLeSC/scriptcwl/blob/33bb847a875379da3a5702c7a98dfa585306b960/scriptcwl/step.py#L113-L128
def output_reference(self, name): """Return a reference to the given output for use in an input of a next Step. For a Step named `echo` that has an output called `echoed`, the reference `echo/echoed` is returned. Args: name (str): the name of the Step output ...
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Return a reference to the given output for use in an input of a next Step. For a Step named `echo` that has an output called `echoed`, the reference `echo/echoed` is returned. Args: name (str): the name of the Step output Raises: ValueError: The name...
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python
train
openeemeter/eemeter
eemeter/transform.py
https://github.com/openeemeter/eemeter/blob/e03b1cc5f4906e8f4f7fd16183bc037107d1dfa0/eemeter/transform.py#L62-L138
def as_freq(data_series, freq, atomic_freq="1 Min", series_type="cumulative"): """Resample data to a different frequency. This method can be used to upsample or downsample meter data. The assumption it makes to do so is that meter data is constant and averaged over the given periods. For instance, to c...
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Resample data to a different frequency. This method can be used to upsample or downsample meter data. The assumption it makes to do so is that meter data is constant and averaged over the given periods. For instance, to convert billing-period data to daily data, this method first upsamples to the atomi...
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python
train
numenta/htmresearch
htmresearch/algorithms/multiconnections.py
https://github.com/numenta/htmresearch/blob/70c096b09a577ea0432c3f3bfff4442d4871b7aa/htmresearch/algorithms/multiconnections.py#L109-L137
def setPermanences(self, segments, presynapticCellsBySource, permanence): """ Set the permanence of a specific set of synapses. Any synapses that don't exist will be initialized. Any existing synapses will be overwritten. Conceptually, this method takes a list of [segment, presynapticCell] pairs an...
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Set the permanence of a specific set of synapses. Any synapses that don't exist will be initialized. Any existing synapses will be overwritten. Conceptually, this method takes a list of [segment, presynapticCell] pairs and initializes their permanence. For each segment, one synapse is added (although o...
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python
train
DocNow/twarc
twarc/decorators.py
https://github.com/DocNow/twarc/blob/47dd87d0c00592a4d583412c9d660ba574fc6f26/twarc/decorators.py#L96-L108
def catch_gzip_errors(f): """ A decorator to handle gzip encoding errors which have been known to happen during hydration. """ def new_f(self, *args, **kwargs): try: return f(self, *args, **kwargs) except requests.exceptions.ContentDecodingError as e: log.warn...
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A decorator to handle gzip encoding errors which have been known to happen during hydration.
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python
train
jantman/awslimitchecker
awslimitchecker/services/ec2.py
https://github.com/jantman/awslimitchecker/blob/e50197f70f3d0abcc5cfc7fde6336f548b790e34/awslimitchecker/services/ec2.py#L154-L194
def _find_usage_spot_fleets(self): """calculate spot fleet request usage and update Limits""" logger.debug('Getting spot fleet request usage') try: res = self.conn.describe_spot_fleet_requests() except botocore.exceptions.ClientError as e: if e.response['Error']['...
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calculate spot fleet request usage and update Limits
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python
train
olucurious/PyFCM
pyfcm/fcm.py
https://github.com/olucurious/PyFCM/blob/28096cd5f6ef515bb6034e63327723d12304249a/pyfcm/fcm.py#L315-L387
def multiple_devices_data_message(self, registration_ids=None, condition=None, collapse_key=None, delay_while_idle=False, time_to_...
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Sends push message to multiple devices, can send to over 1000 devices Args: registration_ids (list, optional): FCM device registration IDs condition (str, optiona): Topic condition to deliver messages to collapse_key (str, optional): Identifier for a group of messages ...
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python
train
blockstack/pybitcoin
pybitcoin/transactions/serialize.py
https://github.com/blockstack/pybitcoin/blob/92c8da63c40f7418594b1ce395990c3f5a4787cc/pybitcoin/transactions/serialize.py#L20-L42
def serialize_input(input, signature_script_hex=''): """ Serializes a transaction input. """ if not (isinstance(input, dict) and 'transaction_hash' in input \ and 'output_index' in input): raise Exception('Required parameters: transaction_hash, output_index') if is_hex(str(input['tr...
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Serializes a transaction input.
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python
train
RudolfCardinal/pythonlib
cardinal_pythonlib/extract_text.py
https://github.com/RudolfCardinal/pythonlib/blob/0b84cb35f38bd7d8723958dae51b480a829b7227/cardinal_pythonlib/extract_text.py#L435-L447
def availability_pdf() -> bool: """ Is a PDF-to-text tool available? """ pdftotext = tools['pdftotext'] if pdftotext: return True elif pdfminer: log.warning("PDF conversion: pdftotext missing; " "using pdfminer (less efficient)") return True else: ...
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Is a PDF-to-text tool available?
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python
train
pycontribs/pyrax
pyrax/autoscale.py
https://github.com/pycontribs/pyrax/blob/9ddfd5064b3a292d7337906f3b2d5dce95b50b99/pyrax/autoscale.py#L1161-L1171
def update_policy(self, scaling_group, policy, name=None, policy_type=None, cooldown=None, change=None, is_percent=False, desired_capacity=None, args=None): """ Updates the specified policy. One or more of the parameters may be specified. """ return self._...
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Updates the specified policy. One or more of the parameters may be specified.
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python
train
petl-developers/petl
petl/util/base.py
https://github.com/petl-developers/petl/blob/1d33ca055f7e04e0d28a772041c9fd30c8d415d6/petl/util/base.py#L670-L727
def rowgroupby(table, key, value=None): """Convenient adapter for :func:`itertools.groupby`. E.g.:: >>> import petl as etl >>> table1 = [['foo', 'bar', 'baz'], ... ['a', 1, True], ... ['b', 3, True], ... ['b', 2]] >>> # group entire rows...
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Convenient adapter for :func:`itertools.groupby`. E.g.:: >>> import petl as etl >>> table1 = [['foo', 'bar', 'baz'], ... ['a', 1, True], ... ['b', 3, True], ... ['b', 2]] >>> # group entire rows ... for key, group in etl.rowgroupby(t...
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python
train
defunkt/pystache
pystache/renderengine.py
https://github.com/defunkt/pystache/blob/17a5dfdcd56eb76af731d141de395a7632a905b8/pystache/renderengine.py#L167-L181
def render(self, template, context_stack, delimiters=None): """ Render a unicode template string, and return as unicode. Arguments: template: a template string of type unicode (but not a proper subclass of unicode). context_stack: a ContextStack instance. ...
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Render a unicode template string, and return as unicode. Arguments: template: a template string of type unicode (but not a proper subclass of unicode). context_stack: a ContextStack instance.
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python
train
QInfer/python-qinfer
src/qinfer/abstract_model.py
https://github.com/QInfer/python-qinfer/blob/8170c84a0be1723f8c6b09e0d3c7a40a886f1fe3/src/qinfer/abstract_model.py#L336-L355
def distance(self, a, b): r""" Gives the distance between two model parameter vectors :math:`\vec{a}` and :math:`\vec{b}`. By default, this is the vector 1-norm of the difference :math:`\mathbf{Q} (\vec{a} - \vec{b})` rescaled by :attr:`~Model.Q`. :param np.ndarr...
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r""" Gives the distance between two model parameter vectors :math:`\vec{a}` and :math:`\vec{b}`. By default, this is the vector 1-norm of the difference :math:`\mathbf{Q} (\vec{a} - \vec{b})` rescaled by :attr:`~Model.Q`. :param np.ndarray a: Array of model parameter vec...
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python
train
TheHive-Project/Cortex-Analyzers
analyzers/MaxMind/ipaddr.py
https://github.com/TheHive-Project/Cortex-Analyzers/blob/8dae6a8c4cf9af5554ae8c844985c4b44d4bd4bf/analyzers/MaxMind/ipaddr.py#L1559-L1582
def _explode_shorthand_ip_string(self): """Expand a shortened IPv6 address. Args: ip_str: A string, the IPv6 address. Returns: A string, the expanded IPv6 address. """ if isinstance(self, _BaseNet): ip_str = str(self.ip) else: ...
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Expand a shortened IPv6 address. Args: ip_str: A string, the IPv6 address. Returns: A string, the expanded IPv6 address.
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python
train
ContextLab/hypertools
hypertools/_shared/helpers.py
https://github.com/ContextLab/hypertools/blob/b76c7ac8061998b560e969ff8e4f4c915088e7a0/hypertools/_shared/helpers.py#L190-L222
def get_type(data): """ Checks what the data type is and returns it as a string label """ import six from ..datageometry import DataGeometry if isinstance(data, list): if isinstance(data[0], (six.string_types, six.text_type, six.binary_type)): return 'list_str' elif ...
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Checks what the data type is and returns it as a string label
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python
train
AustralianSynchrotron/lightflow
lightflow/models/parameters.py
https://github.com/AustralianSynchrotron/lightflow/blob/dc53dbc1d961e20fb144273baca258060705c03e/lightflow/models/parameters.py#L99-L114
def check_missing(self, args): """ Returns the names of all options that are required but were not specified. All options that don't have a default value are required in order to run the workflow. Args: args (dict): A dictionary of the provided arguments that is checked for...
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Returns the names of all options that are required but were not specified. All options that don't have a default value are required in order to run the workflow. Args: args (dict): A dictionary of the provided arguments that is checked for missing options. ...
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python
train
robhowley/nhlscrapi
nhlscrapi/games/game.py
https://github.com/robhowley/nhlscrapi/blob/2273683497ff27b0e92c8d1557ff0ce962dbf43b/nhlscrapi/games/game.py#L159-L185
def matchup(self): """ Return the game meta information displayed in report banners including team names, final score, game date, location, and attendance. Data format is .. code:: python { 'home': home, 'away': away, ...
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Return the game meta information displayed in report banners including team names, final score, game date, location, and attendance. Data format is .. code:: python { 'home': home, 'away': away, 'final': final, ...
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python
train
chrisjsewell/jsonextended
jsonextended/edict.py
https://github.com/chrisjsewell/jsonextended/blob/c3a7a880cc09789b3c61204265dcbb127be76c8a/jsonextended/edict.py#L76-L81
def is_path_like(obj, attr=('name', 'is_file', 'is_dir', 'iterdir')): """test if object is pathlib.Path like""" for a in attr: if not hasattr(obj, a): return False return True
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test if object is pathlib.Path like
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python
train
NoneGG/aredis
aredis/cache.py
https://github.com/NoneGG/aredis/blob/204caad740ac13e5760d46444a2ba7632982a046/aredis/cache.py#L148-L154
def _pack(self, content): """pack the content using serializer and compressor""" if self.serializer: content = self.serializer.serialize(content) if self.compressor: content = self.compressor.compress(content) return content
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pack the content using serializer and compressor
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python
train
pybel/pybel
src/pybel/struct/mutation/transfer.py
https://github.com/pybel/pybel/blob/c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0/src/pybel/struct/mutation/transfer.py#L15-L21
def iter_children(graph, node: BaseEntity) -> Iterable[BaseEntity]: """Iterate over children of the node.""" return ( node for node, _, d in graph.in_edges(node, data=True) if d[RELATION] == IS_A )
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Iterate over children of the node.
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python
train
kvesteri/postgresql-audit
postgresql_audit/migrations.py
https://github.com/kvesteri/postgresql-audit/blob/91b497ced2e04dd44bb757b02983d2a64a2b1514/postgresql_audit/migrations.py#L96-L153
def change_column_name( conn, table, old_column_name, new_column_name, schema=None ): """ Changes given `activity` jsonb data column key. This function is useful when you want to reflect column name changes to activity table. :: from alembic import op from postgresq...
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Changes given `activity` jsonb data column key. This function is useful when you want to reflect column name changes to activity table. :: from alembic import op from postgresql_audit import change_column_name def upgrade(): op.alter_column( 'my_table', ...
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python
train
istresearch/scrapy-cluster
redis-monitor/redis_monitor.py
https://github.com/istresearch/scrapy-cluster/blob/13aaed2349af5d792d6bcbfcadc5563158aeb599/redis-monitor/redis_monitor.py#L494-L501
def close(self): ''' Closes the Redis Monitor and plugins ''' for plugin_key in self.plugins_dict: obj = self.plugins_dict[plugin_key] instance = obj['instance'] instance.close()
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Closes the Redis Monitor and plugins
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python
train
urbn/Caesium
caesium/document.py
https://github.com/urbn/Caesium/blob/2a14fe79724c38fe9a1b20f7b8f518f8c6d50df1/caesium/document.py#L666-L674
def delete(self, _id): """Delete a document or create a DELETE revision :param str _id: The ID of the document to be deleted :returns: JSON Mongo client response including the "n" key to show number of objects effected """ mongo_response = yield self.collection.remove({"_id": Ob...
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Delete a document or create a DELETE revision :param str _id: The ID of the document to be deleted :returns: JSON Mongo client response including the "n" key to show number of objects effected
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python
train
shichao-an/115wangpan
u115/api.py
https://github.com/shichao-an/115wangpan/blob/e7cc935313f675e886bceca831fcffcdedf1e880/u115/api.py#L1585-L1621
def status_human(self): """ Human readable status :return: * `DOWNLOADING`: the task is downloading files * `BEING TRANSFERRED`: the task is being transferred * `TRANSFERRED`: the task has been transferred to downloads \ directory ...
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Human readable status :return: * `DOWNLOADING`: the task is downloading files * `BEING TRANSFERRED`: the task is being transferred * `TRANSFERRED`: the task has been transferred to downloads \ directory * `SEARCHING RESOURCES`: the task is se...
[ "Human", "readable", "status" ]
python
train
respondcreate/django-versatileimagefield
versatileimagefield/versatileimagefield.py
https://github.com/respondcreate/django-versatileimagefield/blob/d41e279c39cccffafbe876c67596184704ae8877/versatileimagefield/versatileimagefield.py#L164-L180
def process_image(self, image, image_format, save_kwargs, width, height): """ Return a BytesIO instance of `image` that fits in a bounding box. Bounding box dimensions are `width`x`height`. """ imagefile = BytesIO() image.thumbnail( (wid...
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Return a BytesIO instance of `image` that fits in a bounding box. Bounding box dimensions are `width`x`height`.
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python
test
aboSamoor/polyglot
polyglot/downloader.py
https://github.com/aboSamoor/polyglot/blob/d0d2aa8d06cec4e03bd96618ae960030f7069a17/polyglot/downloader.py#L963-L975
def supported_languages(self, task=None): """Languages that are covered by a specific task. Args: task (string): Task name. """ if task: collection = self.get_collection(task=task) return [isoLangs[x.id.split('.')[1]]["name"] for x in collectio...
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Languages that are covered by a specific task. Args: task (string): Task name.
[ "Languages", "that", "are", "covered", "by", "a", "specific", "task", "." ]
python
train
pandas-dev/pandas
pandas/core/arrays/sparse.py
https://github.com/pandas-dev/pandas/blob/9feb3ad92cc0397a04b665803a49299ee7aa1037/pandas/core/arrays/sparse.py#L386-L407
def _get_fill(arr: ABCSparseArray) -> np.ndarray: """ Create a 0-dim ndarray containing the fill value Parameters ---------- arr : SparseArray Returns ------- fill_value : ndarray 0-dim ndarray with just the fill value. Notes ----- coerce fill_value to arr dtype if...
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Create a 0-dim ndarray containing the fill value Parameters ---------- arr : SparseArray Returns ------- fill_value : ndarray 0-dim ndarray with just the fill value. Notes ----- coerce fill_value to arr dtype if possible int64 SparseArray can have NaN as fill_value if ...
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python
train
juga0/dhcpcanon
dhcpcanon/dhcpcapfsm.py
https://github.com/juga0/dhcpcanon/blob/9f51a29e57fe93dc93fb22bb0ed12fcfe9557e59/dhcpcanon/dhcpcapfsm.py#L38-L40
def dict_self(self): """Return the self object attributes not inherited as dict.""" return {k: v for k, v in self.__dict__.items() if k in FSM_ATTRS}
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Return the self object attributes not inherited as dict.
[ "Return", "the", "self", "object", "attributes", "not", "inherited", "as", "dict", "." ]
python
test
jayclassless/tidypy
src/tidypy/finder.py
https://github.com/jayclassless/tidypy/blob/3c3497ca377fbbe937103b77b02b326c860c748f/src/tidypy/finder.py#L103-L120
def files(self, filters=None): """ A generator that produces a sequence of paths to files in the project that matches the specified filters. :param filters: the regular expressions to use when finding files in the project. If not specified, all files are returned...
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A generator that produces a sequence of paths to files in the project that matches the specified filters. :param filters: the regular expressions to use when finding files in the project. If not specified, all files are returned. :type filters: list(str)
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python
valid
go-macaroon-bakery/py-macaroon-bakery
macaroonbakery/httpbakery/_client.py
https://github.com/go-macaroon-bakery/py-macaroon-bakery/blob/63ce1ef1dabe816eb8aaec48fbb46761c34ddf77/macaroonbakery/httpbakery/_client.py#L302-L344
def extract_macaroons(headers_or_request): ''' Returns an array of any macaroons found in the given slice of cookies. If the argument implements a get_header method, that will be used instead of the get method to retrieve headers. @param headers_or_request: dict of headers or a urllib.request.Reques...
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Returns an array of any macaroons found in the given slice of cookies. If the argument implements a get_header method, that will be used instead of the get method to retrieve headers. @param headers_or_request: dict of headers or a urllib.request.Request-like object. @return: A list of list of mpy m...
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python
train
mabuchilab/QNET
docs/_extensions/inheritance_diagram.py
https://github.com/mabuchilab/QNET/blob/cc20d26dad78691d34c67173e5cd67dcac94208a/docs/_extensions/inheritance_diagram.py#L75-L100
def try_import(objname): # type: (unicode) -> Any """Import a object or module using *name* and *currentmodule*. *name* should be a relative name from *currentmodule* or a fully-qualified name. Returns imported object or module. If failed, returns None value. """ try: __import__(ob...
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Import a object or module using *name* and *currentmodule*. *name* should be a relative name from *currentmodule* or a fully-qualified name. Returns imported object or module. If failed, returns None value.
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python
train
bachya/pyairvisual
example.py
https://github.com/bachya/pyairvisual/blob/1d4809998d87f85d53bb281e1eb54d43acee06fa/example.py#L13-L87
async def main() -> None: # pylint: disable=too-many-statements """Create the aiohttp session and run the example.""" logging.basicConfig(level=logging.INFO) async with ClientSession() as websession: client = Client(websession, api_key='<API KEY>') # Get supported locations (by location): ...
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Create the aiohttp session and run the example.
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python
train
numenta/htmresearch
projects/feedback/feedback_sequences.py
https://github.com/numenta/htmresearch/blob/70c096b09a577ea0432c3f3bfff4442d4871b7aa/projects/feedback/feedback_sequences.py#L58-L71
def generateSequences(n=2048, w=40, sequenceLength=5, sequenceCount=2, sharedRange=None, seed=42): """ Generate high order sequences using SequenceMachine """ # Lots of room for noise sdrs patternAlphabetSize = 10*(sequenceLength * sequenceCount) patternMachine = PatternMachine(n, w, p...
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Generate high order sequences using SequenceMachine
[ "Generate", "high", "order", "sequences", "using", "SequenceMachine" ]
python
train
tensorflow/tensorboard
tensorboard/plugins/scalar/summary.py
https://github.com/tensorflow/tensorboard/blob/8e5f497b48e40f2a774f85416b8a35ac0693c35e/tensorboard/plugins/scalar/summary.py#L72-L109
def pb(name, data, display_name=None, description=None): """Create a legacy scalar summary protobuf. Arguments: name: A unique name for the generated summary, including any desired name scopes. data: A rank-0 `np.array` or array-like form (so raw `int`s and `float`s are fine, too). display_...
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Create a legacy scalar summary protobuf. Arguments: name: A unique name for the generated summary, including any desired name scopes. data: A rank-0 `np.array` or array-like form (so raw `int`s and `float`s are fine, too). display_name: Optional name for this summary in TensorBoard, as a ...
[ "Create", "a", "legacy", "scalar", "summary", "protobuf", "." ]
python
train
GeorgeArgyros/sfalearn
sfalearn/observationtableinit.py
https://github.com/GeorgeArgyros/sfalearn/blob/68a93f507e2fb7d89ca04bd8a8f0da2d6c680443/sfalearn/observationtableinit.py#L124-L135
def _reverse_to_source(self, target, group1): """ Args: target (dict): A table containing the reverse transitions for each state group1 (list): A group of states Return: Set: A set of states for which there is a transition with the states of the group ...
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Args: target (dict): A table containing the reverse transitions for each state group1 (list): A group of states Return: Set: A set of states for which there is a transition with the states of the group
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python
train
ska-sa/katcp-python
katcp/inspecting_client.py
https://github.com/ska-sa/katcp-python/blob/9127c826a1d030c53b84d0e95743e20e5c5ea153/katcp/inspecting_client.py#L541-L590
def inspect(self): """Inspect device requests and sensors, update model Returns ------- Tornado future that resolves with: model_changes : Nested AttrDict or None Contains sets of added/removed request/sensor names Example structure: {'req...
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Inspect device requests and sensors, update model Returns ------- Tornado future that resolves with: model_changes : Nested AttrDict or None Contains sets of added/removed request/sensor names Example structure: {'requests': { 'add...
[ "Inspect", "device", "requests", "and", "sensors", "update", "model" ]
python
train
collectiveacuity/labPack
labpack/platforms/aws/ec2.py
https://github.com/collectiveacuity/labPack/blob/52949ece35e72e3cc308f54d9ffa6bfbd96805b8/labpack/platforms/aws/ec2.py#L1564-L1600
def list_keypairs(self): ''' a method to discover the list of key pairs on AWS :return: list of key pairs ''' title = '%s.list_keypairs' % self.__class__.__name__ # request subnet list from AWS self.iam.printer('Querying AWS region %s for key pairs.' % self.ia...
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a method to discover the list of key pairs on AWS :return: list of key pairs
[ "a", "method", "to", "discover", "the", "list", "of", "key", "pairs", "on", "AWS" ]
python
train
dragnet-org/dragnet
dragnet/features/__init__.py
https://github.com/dragnet-org/dragnet/blob/532c9d9f28e5b1b57f3cabc708218d3863a16322/dragnet/features/__init__.py#L8-L21
def get_feature(name): """Get an instance of a ``Features`` class by ``name`` (str).""" if name == 'css': return CSSFeatures() elif name == 'kohlschuetter': return KohlschuetterFeatures() elif name == 'readability': return ReadabilityFeatures() elif name == 'weninger': ...
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Get an instance of a ``Features`` class by ``name`` (str).
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python
train
daler/metaseq
metaseq/results_table.py
https://github.com/daler/metaseq/blob/fa875d1f72317aa7ef95cb128b739956b16eef9f/metaseq/results_table.py#L789-L798
def changed(self, thresh=0.05, idx=True): """ Changed features. {threshdoc} """ ind = self.data[self.pval_column] <= thresh if idx: return ind return self[ind]
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Changed features. {threshdoc}
[ "Changed", "features", "." ]
python
train
hardbyte/python-can
can/interfaces/ics_neovi/neovi_bus.py
https://github.com/hardbyte/python-can/blob/cdc5254d96072df7739263623f3e920628a7d214/can/interfaces/ics_neovi/neovi_bus.py#L164-L174
def get_serial_number(device): """Decode (if needed) and return the ICS device serial string :param device: ics device :return: ics device serial string :rtype: str """ a0000 = 604661760 if device.SerialNumber >= a0000: return ics.base36enc(device.Ser...
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Decode (if needed) and return the ICS device serial string :param device: ics device :return: ics device serial string :rtype: str
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python
train
ZELLMECHANIK-DRESDEN/dclab
dclab/kde_methods.py
https://github.com/ZELLMECHANIK-DRESDEN/dclab/blob/79002c4356e7020c2ba73ab0a3819c9abd4affec/dclab/kde_methods.py#L214-L257
def kde_multivariate(events_x, events_y, xout=None, yout=None, bw=None): """ Multivariate Kernel Density Estimation Parameters ---------- events_x, events_y: 1D ndarray The input points for kernel density estimation. Input is flattened automatically. bw: tuple (bwx, bwy) or None ...
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Multivariate Kernel Density Estimation Parameters ---------- events_x, events_y: 1D ndarray The input points for kernel density estimation. Input is flattened automatically. bw: tuple (bwx, bwy) or None The bandwith for kernel density estimation. xout, yout: ndarray ...
[ "Multivariate", "Kernel", "Density", "Estimation" ]
python
train
thetarkus/django-semanticui-forms
semanticuiforms/templatetags/semanticui.py
https://github.com/thetarkus/django-semanticui-forms/blob/9664c6f01621568c3fa39b36439178586649eafe/semanticuiforms/templatetags/semanticui.py#L178-L214
def render_layout_form(form, layout=None, **kwargs): """Render an entire form with Semantic UI wrappers for each field with a layout provided in the template or in the form class Args: form (form): Django Form layout (tuple): layout design kwargs (dict): other attributes will be passed to fields ...
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Render an entire form with Semantic UI wrappers for each field with a layout provided in the template or in the form class Args: form (form): Django Form layout (tuple): layout design kwargs (dict): other attributes will be passed to fields Returns: string: HTML of Django Form fields with Semant...
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python
train
coghost/izen
izen/dec.py
https://github.com/coghost/izen/blob/432db017f99dd2ba809e1ba1792145ab6510263d/izen/dec.py#L355-L413
def block_until_expired(timeout): """ 阻塞当前程序运行, 直到超时 .. note: 会阻塞当前程序运行 - 如果 ``timeout大于0``, 则当作 ``计时阻塞器`` 来使用 .. code:: python @run_until(0.1) def s2(): m = 5 while m: print('s2: ', m, now()) time.sleep(...
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阻塞当前程序运行, 直到超时 .. note: 会阻塞当前程序运行 - 如果 ``timeout大于0``, 则当作 ``计时阻塞器`` 来使用 .. code:: python @run_until(0.1) def s2(): m = 5 while m: print('s2: ', m, now()) time.sleep(1) m -= 1 ...
[ "阻塞当前程序运行", "直到超时" ]
python
train
SpriteLink/NIPAP
nipap-cli/nipap_cli/nipap_cli.py
https://github.com/SpriteLink/NIPAP/blob/f96069f11ab952d80b13cab06e0528f2d24b3de9/nipap-cli/nipap_cli/nipap_cli.py#L1626-L1703
def modify_prefix(arg, opts, shell_opts): """ Modify the prefix 'arg' with the options 'opts' """ modify_confirmed = shell_opts.force spec = { 'prefix': arg } v = get_vrf(opts.get('vrf_rt'), abort=True) spec['vrf_rt'] = v.rt res = Prefix.list(spec) if len(res) == 0: print("Pre...
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Modify the prefix 'arg' with the options 'opts'
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python
train
prompt-toolkit/ptpython
ptpython/layout.py
https://github.com/prompt-toolkit/ptpython/blob/b1bba26a491324cd65e0ef46c7b818c4b88fd993/ptpython/layout.py#L404-L437
def show_sidebar_button_info(python_input): """ Create `Layout` for the information in the right-bottom corner. (The right part of the status bar.) """ @if_mousedown def toggle_sidebar(mouse_event): " Click handler for the menu. " python_input.show_sidebar = not python_input.show...
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Create `Layout` for the information in the right-bottom corner. (The right part of the status bar.)
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python
train
SmileyChris/easy-thumbnails
easy_thumbnails/files.py
https://github.com/SmileyChris/easy-thumbnails/blob/b08ab44883bf7b221a98dadb9b589cb95d35b0bf/easy_thumbnails/files.py#L546-L575
def save_thumbnail(self, thumbnail): """ Save a thumbnail to the thumbnail_storage. Also triggers the ``thumbnail_created`` signal and caches the thumbnail values and dimensions for future lookups. """ filename = thumbnail.name try: self.thumbnail_sto...
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Save a thumbnail to the thumbnail_storage. Also triggers the ``thumbnail_created`` signal and caches the thumbnail values and dimensions for future lookups.
[ "Save", "a", "thumbnail", "to", "the", "thumbnail_storage", "." ]
python
train
rochacbruno/flasgger
flasgger/utils.py
https://github.com/rochacbruno/flasgger/blob/fef154f61d7afca548067be0c758c3dd71cc4c97/flasgger/utils.py#L459-L493
def load_from_file(swag_path, swag_type='yml', root_path=None): """ Load specs from YAML file """ if swag_type not in ('yaml', 'yml'): raise AttributeError("Currently only yaml or yml supported") # TODO: support JSON try: enc = detect_by_bom(swag_path) with codecs.op...
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Load specs from YAML file
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python
train
xray7224/PyPump
pypump/store.py
https://github.com/xray7224/PyPump/blob/f921f691c39fe021f4fd124b6bc91718c9e49b4a/pypump/store.py#L191-L203
def load(cls, webfinger, pypump): """ Load JSON from disk into store object """ filename = cls.get_filename() if os.path.isfile(filename): data = open(filename).read() data = json.loads(data) store = cls(data, filename=filename) else: stor...
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Load JSON from disk into store object
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python
train
aarongarrett/inspyred
inspyred/ec/replacers.py
https://github.com/aarongarrett/inspyred/blob/d5976ab503cc9d51c6f586cbb7bb601a38c01128/inspyred/ec/replacers.py#L171-L191
def plus_replacement(random, population, parents, offspring, args): """Performs "plus" replacement. This function performs "plus" replacement, which means that the entire existing population is replaced by the best population-many elements from the combined set of parents and offspring. ...
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Performs "plus" replacement. This function performs "plus" replacement, which means that the entire existing population is replaced by the best population-many elements from the combined set of parents and offspring. .. Arguments: random -- the random number generator object ...
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python
train
20c/vodka
vodka/bartender.py
https://github.com/20c/vodka/blob/9615148ac6560298453704bb5246b35b66b3339c/vodka/bartender.py#L28-L34
def options(f): """ Shared options, used by all bartender commands """ f = click.option('--config', envvar='VODKA_HOME', default=click.get_app_dir('vodka'), help="location of config file")(f) return f
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Shared options, used by all bartender commands
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python
train
Becksteinlab/GromacsWrapper
gromacs/fileformats/xvg.py
https://github.com/Becksteinlab/GromacsWrapper/blob/d4f9a8cb6f48292732cf7c7e4ef4a6d2ccbc51b9/gromacs/fileformats/xvg.py#L836-L893
def decimate(self, method, a, maxpoints=10000, **kwargs): """Decimate data *a* to *maxpoints* using *method*. If *a* is a 1D array then it is promoted to a (2, N) array where the first column simply contains the index. If the array contains fewer than *maxpoints* points or if *...
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Decimate data *a* to *maxpoints* using *method*. If *a* is a 1D array then it is promoted to a (2, N) array where the first column simply contains the index. If the array contains fewer than *maxpoints* points or if *maxpoints* is ``None`` then it is returned as it is. The defa...
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python
valid
amirziai/flatten
flatten_json.py
https://github.com/amirziai/flatten/blob/e8e2cbbdd6fe21177bfc0ce034562463ae555799/flatten_json.py#L32-L79
def flatten(nested_dict, separator="_", root_keys_to_ignore=set()): """ Flattens a dictionary with nested structure to a dictionary with no hierarchy Consider ignoring keys that you are not interested in to prevent unnecessary processing This is specially true for very deep objects :param n...
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Flattens a dictionary with nested structure to a dictionary with no hierarchy Consider ignoring keys that you are not interested in to prevent unnecessary processing This is specially true for very deep objects :param nested_dict: dictionary we want to flatten :param separator: string to separa...
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python
train
h2oai/h2o-3
h2o-py/h2o/utils/typechecks.py
https://github.com/h2oai/h2o-3/blob/dd62aaa1e7f680a8b16ee14bc66b0fb5195c2ad8/h2o-py/h2o/utils/typechecks.py#L650-L696
def _get_lambda_source_code(lambda_fn, src): """Attempt to find the source code of the ``lambda_fn`` within the string ``src``.""" def gen_lambdas(): def gen(): yield src + "\n" g = gen() step = 0 tokens = [] for tok in tokenize.generate_tokens(getattr(g, "ne...
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Attempt to find the source code of the ``lambda_fn`` within the string ``src``.
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python
test