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klmitch/framer
framer/framers.py
https://github.com/klmitch/framer/blob/bd34cee9737793dab61d1d8973930b64bd08acb4/framer/framers.py#L838-L854
def to_bytes(self, frame, state): """ Convert a single frame into bytes that can be transmitted on the stream. :param frame: The frame to convert. Should be the same type of object returned by ``to_frame()``. :param state: An instance of ``FramerState``. ...
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Convert a single frame into bytes that can be transmitted on the stream. :param frame: The frame to convert. Should be the same type of object returned by ``to_frame()``. :param state: An instance of ``FramerState``. This object may be used to track...
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python
train
yvesalexandre/bandicoot
bandicoot/helper/stops.py
https://github.com/yvesalexandre/bandicoot/blob/73a658f6f17331541cf0b1547028db9b70e8d58a/bandicoot/helper/stops.py#L46-L86
def dbscan(points, eps, minpts): """ Implementation of [DBSCAN]_ (*A density-based algorithm for discovering clusters in large spatial databases with noise*). It accepts a list of points (lat, lon) and returns the labels associated with the points. References ---------- .. [DBSCAN] Ester, M...
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Implementation of [DBSCAN]_ (*A density-based algorithm for discovering clusters in large spatial databases with noise*). It accepts a list of points (lat, lon) and returns the labels associated with the points. References ---------- .. [DBSCAN] Ester, M., Kriegel, H. P., Sander, J., & Xu, X. (1996...
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python
train
merll/docker-fabric
dockerfabric/tasks.py
https://github.com/merll/docker-fabric/blob/785d84e40e17265b667d8b11a6e30d8e6b2bf8d4/dockerfabric/tasks.py#L116-L126
def list_images(list_all=False, full_ids=False): """ Lists images on the Docker remote host, similar to ``docker images``. :param list_all: Lists all images (e.g. dependencies). Default is ``False``, only shows named images. :type list_all: bool :param full_ids: Shows the full ids. When ``False`` (...
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Lists images on the Docker remote host, similar to ``docker images``. :param list_all: Lists all images (e.g. dependencies). Default is ``False``, only shows named images. :type list_all: bool :param full_ids: Shows the full ids. When ``False`` (default) only shows the first 12 characters. :type full_i...
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python
train
PmagPy/PmagPy
pmagpy/builder2.py
https://github.com/PmagPy/PmagPy/blob/c7984f8809bf40fe112e53dcc311a33293b62d0b/pmagpy/builder2.py#L833-L877
def read_magic_file(self, path, sort_by_this_name, sort_by_file_type=False): """ read a magic-formatted tab-delimited file. return a dictionary of dictionaries, with this format: {'Z35.5a': {'specimen_weight': '1.000e-03', 'er_citation_names': 'This study', 'specimen_volume': '', 'er_loc...
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read a magic-formatted tab-delimited file. return a dictionary of dictionaries, with this format: {'Z35.5a': {'specimen_weight': '1.000e-03', 'er_citation_names': 'This study', 'specimen_volume': '', 'er_location_name': '', 'er_site_name': 'Z35.', 'er_sample_name': 'Z35.5', 'specimen_class': '', 'er_spe...
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python
train
trendels/rhino
rhino/http.py
https://github.com/trendels/rhino/blob/f1f0ef21b6080a2bd130b38b5bef163074c94aed/rhino/http.py#L60-L79
def match_etag(etag, header, weak=False): """Try to match an ETag against a header value. If `weak` is True, uses the weak comparison function. """ if etag is None: return False m = etag_re.match(etag) if not m: raise ValueError("Not a well-formed ETag: '%s'" % etag) (is_wea...
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Try to match an ETag against a header value. If `weak` is True, uses the weak comparison function.
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python
train
BeyondTheClouds/enoslib
enoslib/api.py
https://github.com/BeyondTheClouds/enoslib/blob/fb00be58e56a7848cfe482187d659744919fe2f7/enoslib/api.py#L782-L807
def wait_ssh(roles, retries=100, interval=30): """Wait for all the machines to be ssh-reachable Let ansible initiates a communication and retries if needed. Args: inventory (string): path to the inventoy file to test retries (int): Number of time we'll be retrying an SSH connection ...
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Wait for all the machines to be ssh-reachable Let ansible initiates a communication and retries if needed. Args: inventory (string): path to the inventoy file to test retries (int): Number of time we'll be retrying an SSH connection interval (int): Interval to wait in seconds between t...
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python
train
QInfer/python-qinfer
src/qinfer/simple_est.py
https://github.com/QInfer/python-qinfer/blob/8170c84a0be1723f8c6b09e0d3c7a40a886f1fe3/src/qinfer/simple_est.py#L70-L106
def data_to_params(data, expparams_dtype, col_outcomes=(0, 'counts'), cols_expparams=None ): """ Given data as a NumPy array, separates out each column either as the outcomes, or as a field of an expparams array. Columns may be specified either as indices into a two-axis scal...
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Given data as a NumPy array, separates out each column either as the outcomes, or as a field of an expparams array. Columns may be specified either as indices into a two-axis scalar array, or as field names for a one-axis record array. Since scalar arrays are homogenous in type, this may result in loss...
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python
train
Parisson/TimeSide
timeside/plugins/grapher/utils.py
https://github.com/Parisson/TimeSide/blob/0618d75cd2f16021afcfd3d5b77f692adad76ea5/timeside/plugins/grapher/utils.py#L72-L81
def downsample(vector, factor): """ downsample(vector, factor): Downsample (by averaging) a vector by an integer factor. """ if (len(vector) % factor): print "Length of 'vector' is not divisible by 'factor'=%d!" % factor return 0 vector.shape = (len(vector) / factor, factor) ...
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downsample(vector, factor): Downsample (by averaging) a vector by an integer factor.
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python
train
riptano/ccm
ccmlib/cluster.py
https://github.com/riptano/ccm/blob/275699f79d102b5039b79cc17fa6305dccf18412/ccmlib/cluster.py#L677-L701
def timed_grep_nodes_for_patterns(self, versions_to_patterns, timeout_seconds, filename="system.log"): """ Searches all nodes in the cluster for a specific regular expression based on the node's version. Params: @versions_to_patterns : an instance of LogPatternToVersionMap, specifying th...
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Searches all nodes in the cluster for a specific regular expression based on the node's version. Params: @versions_to_patterns : an instance of LogPatternToVersionMap, specifying the different log patterns based on a node's version. @version : the earliest version the new pattern was introduced....
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python
train
lemieuxl/pyGenClean
pyGenClean/LaTeX/merge_reports.py
https://github.com/lemieuxl/pyGenClean/blob/6173a48ccc0cf3a3bd711b1f2a1fa16248b8bf55/pyGenClean/LaTeX/merge_reports.py#L288-L321
def checkArgs(args): """Checks the arguments and options. :param args: an object containing the options of the program. :type args: argparse.Namespace :returns: ``True`` if everything was OK. If there is a problem with an option, an exception is raised using the :py:class:`ProgramError` clas...
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Checks the arguments and options. :param args: an object containing the options of the program. :type args: argparse.Namespace :returns: ``True`` if everything was OK. If there is a problem with an option, an exception is raised using the :py:class:`ProgramError` class, a message is printed to t...
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python
train
SheffieldML/GPy
GPy/kern/src/stationary.py
https://github.com/SheffieldML/GPy/blob/54c32d79d289d622fb18b898aee65a2a431d90cf/GPy/kern/src/stationary.py#L193-L213
def update_gradients_full(self, dL_dK, X, X2=None, reset=True): """ Given the derivative of the objective wrt the covariance matrix (dL_dK), compute the gradient wrt the parameters of this kernel, and store in the parameters object as e.g. self.variance.gradient """ self....
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Given the derivative of the objective wrt the covariance matrix (dL_dK), compute the gradient wrt the parameters of this kernel, and store in the parameters object as e.g. self.variance.gradient
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python
train
CiscoDevNet/webexteamssdk
webexteamssdk/utils.py
https://github.com/CiscoDevNet/webexteamssdk/blob/6fc2cc3557e080ba4b2a380664cb2a0532ae45cd/webexteamssdk/utils.py#L234-L255
def json_dict(json_data): """Given a dictionary or JSON string; return a dictionary. Args: json_data(dict, str): Input JSON object. Returns: A Python dictionary with the contents of the JSON object. Raises: TypeError: If the input object is not a dictionary or string. """...
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Given a dictionary or JSON string; return a dictionary. Args: json_data(dict, str): Input JSON object. Returns: A Python dictionary with the contents of the JSON object. Raises: TypeError: If the input object is not a dictionary or string.
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python
test
inveniosoftware/invenio-oaiserver
invenio_oaiserver/ext.py
https://github.com/inveniosoftware/invenio-oaiserver/blob/eae765e32bd816ddc5612d4b281caf205518b512/invenio_oaiserver/ext.py#L58-L65
def register_signals_oaiset(self): """Register OAISet signals to update records.""" from .models import OAISet from .receivers import after_insert_oai_set, \ after_update_oai_set, after_delete_oai_set listen(OAISet, 'after_insert', after_insert_oai_set) listen(OAISet,...
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Register OAISet signals to update records.
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python
train
thebjorn/pydeps
pydeps/render_context.py
https://github.com/thebjorn/pydeps/blob/1e6715b7bea47a40e8042821b57937deaaa0fdc3/pydeps/render_context.py#L47-L52
def text(self): """Get value of output stream (StringIO). """ if self.out: self.out.close() # pragma: nocover return self.fp.getvalue()
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Get value of output stream (StringIO).
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python
train
LionelAuroux/pyrser
pyrser/grammar.py
https://github.com/LionelAuroux/pyrser/blob/f153a97ef2b6bf915a1ed468c0252a9a59b754d5/pyrser/grammar.py#L191-L203
def from_file(fn: str, entry=None, *optional_inherit) -> Grammar: """ Create a Grammar from a file """ import os.path if os.path.exists(fn): f = open(fn, 'r') bnf = f.read() f.close() inherit = [Grammar] + list(optional_inherit) scope = {'grammar': bnf, 'entry...
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Create a Grammar from a file
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python
test
python-bonobo/bonobo
bonobo/commands/__init__.py
https://github.com/python-bonobo/bonobo/blob/70c8e62c4a88576976e5b52e58d380d6e3227ab4/bonobo/commands/__init__.py#L9-L64
def entrypoint(args=None): """ Main callable for "bonobo" entrypoint. Will load commands from "bonobo.commands" entrypoints, using stevedore. """ mondrian.setup(excepthook=True) logger = logging.getLogger() logger.setLevel(settings.LOGGING_LEVEL.get()) parser = argparse.ArgumentParse...
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Main callable for "bonobo" entrypoint. Will load commands from "bonobo.commands" entrypoints, using stevedore.
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python
train
bkjones/pyrabbit
pyrabbit/api.py
https://github.com/bkjones/pyrabbit/blob/e8a9f74ed5c6bba958994fb9a72c396e6a99ea0f/pyrabbit/api.py#L218-L230
def get_vhost(self, vname): """ Returns the attributes of a single named vhost in a dict. :param string vname: Name of the vhost to get. :returns dict vhost: Attribute dict for the named vhost """ vname = quote(vname, '') path = Client.urls['vhosts_by_name'] % ...
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Returns the attributes of a single named vhost in a dict. :param string vname: Name of the vhost to get. :returns dict vhost: Attribute dict for the named vhost
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python
train
ethereum/py-trie
trie/binary.py
https://github.com/ethereum/py-trie/blob/d33108d21b54d59ee311f61d978496c84a6f1f8b/trie/binary.py#L297-L303
def delete(self, key): """ Equals to setting the value to None """ validate_is_bytes(key) self.root_hash = self._set(self.root_hash, encode_to_bin(key), b'')
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Equals to setting the value to None
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python
train
grycap/RADL
radl/radl_parse.py
https://github.com/grycap/RADL/blob/03ccabb0313a48a5aa0e20c1f7983fddcb95e9cb/radl/radl_parse.py#L236-L246
def p_contextualize_items(self, t): """contextualize_items : contextualize_items contextualize_item | contextualize_item | empty""" if len(t) == 3: t[0] = t[1] t[0].append(t[2]) elif t[1]: t[0] = [t...
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contextualize_items : contextualize_items contextualize_item | contextualize_item | empty
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python
train
saltstack/salt
salt/modules/win_iis.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/modules/win_iis.py#L1749-L1784
def create_backup(name): r''' Backup an IIS Configuration on the System. .. versionadded:: 2017.7.0 .. note:: Backups are stored in the ``$env:Windir\System32\inetsrv\backup`` folder. Args: name (str): The name to give the backup Returns: bool: True if success...
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r''' Backup an IIS Configuration on the System. .. versionadded:: 2017.7.0 .. note:: Backups are stored in the ``$env:Windir\System32\inetsrv\backup`` folder. Args: name (str): The name to give the backup Returns: bool: True if successful, otherwise False CLI...
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python
train
gear11/pypelogs
pypeout/mysql_out.py
https://github.com/gear11/pypelogs/blob/da5dc0fee5373a4be294798b5e32cd0a803d8bbe/pypeout/mysql_out.py#L43-L53
def get_existing_keys(self, events): """Returns the list of keys from the given event source that are already in the DB""" data = [e[self.key] for e in events] ss = ','.join(['%s' for _ in data]) query = 'SELECT %s FROM %s WHERE %s IN (%s)' % (self.key, self.table, self.key, ss) ...
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Returns the list of keys from the given event source that are already in the DB
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python
train
grundic/yagocd
yagocd/resources/pipeline.py
https://github.com/grundic/yagocd/blob/4c75336ae6f107c8723d37b15e52169151822127/yagocd/resources/pipeline.py#L642-L653
def stages(self): """ Method for getting stages from pipeline instance. :return: arrays of stages :rtype: list of yagocd.resources.stage.StageInstance """ stages = list() for data in self.data.stages: stages.append(StageInstance(session=self._session,...
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Method for getting stages from pipeline instance. :return: arrays of stages :rtype: list of yagocd.resources.stage.StageInstance
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python
train
bcbio/bcbio-nextgen
bcbio/distributed/ipython.py
https://github.com/bcbio/bcbio-nextgen/blob/6a9348c0054ccd5baffd22f1bb7d0422f6978b20/bcbio/distributed/ipython.py#L33-L65
def create(parallel, dirs, config): """Create a cluster based on the provided parallel arguments. Returns an IPython view on the cluster, enabling processing on jobs. Adds a mincores specification if he have machines with a larger number of cores to allow jobs to be batched together for shared mem...
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Create a cluster based on the provided parallel arguments. Returns an IPython view on the cluster, enabling processing on jobs. Adds a mincores specification if he have machines with a larger number of cores to allow jobs to be batched together for shared memory usage.
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python
train
DLR-RM/RAFCON
source/rafcon/gui/mygaphas/items/ports.py
https://github.com/DLR-RM/RAFCON/blob/24942ef1a904531f49ab8830a1dbb604441be498/source/rafcon/gui/mygaphas/items/ports.py#L856-L877
def _get_port_center_position(self, width): """Calculates the center position of the port rectangle The port itself can be positioned in the corner, the center of the port rectangle however is restricted by the width of the rectangle. This method therefore calculates the center, depending on th...
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Calculates the center position of the port rectangle The port itself can be positioned in the corner, the center of the port rectangle however is restricted by the width of the rectangle. This method therefore calculates the center, depending on the position of the port and the width of the rec...
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python
train
bitcraze/crazyflie-lib-python
cflib/crazyflie/localization.py
https://github.com/bitcraze/crazyflie-lib-python/blob/f6ebb4eb315bbe6e02db518936ac17fb615b2af8/cflib/crazyflie/localization.py#L113-L122
def send_short_lpp_packet(self, dest_id, data): """ Send ultra-wide-band LPP packet to dest_id """ pk = CRTPPacket() pk.port = CRTPPort.LOCALIZATION pk.channel = self.GENERIC_CH pk.data = struct.pack('<BB', self.LPS_SHORT_LPP_PACKET, dest_id) + data self....
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Send ultra-wide-band LPP packet to dest_id
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python
train
swharden/SWHLab
scripts/old/helper.py
https://github.com/swharden/SWHLab/blob/a86c3c65323cec809a4bd4f81919644927094bf5/scripts/old/helper.py#L12-L25
def newVersion(): """increments version counter in swhlab/version.py""" version=None fname='../swhlab/version.py' with open(fname) as f: raw=f.read().split("\n") for i,line in enumerate(raw): if line.startswith("__counter__"): if version is None: ...
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increments version counter in swhlab/version.py
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python
valid
moralrecordings/mrcrowbar
mrcrowbar/utils.py
https://github.com/moralrecordings/mrcrowbar/blob/b1ed882c4555552e7656b2d84aca543184577fa3/mrcrowbar/utils.py#L592-L627
def put_bits( self, value, count ): """Push bits into the target. value Integer containing bits to push, ordered from least-significant bit to most-significant bit. count Number of bits to push to the target. """ for _ in range( count ): ...
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Push bits into the target. value Integer containing bits to push, ordered from least-significant bit to most-significant bit. count Number of bits to push to the target.
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python
train
collectiveacuity/labPack
labpack/databases/sql.py
https://github.com/collectiveacuity/labPack/blob/52949ece35e72e3cc308f54d9ffa6bfbd96805b8/labpack/databases/sql.py#L574-L733
def list(self, query_criteria=None, order_criteria=None): ''' a generator method to list records in table which match query criteria :param query_criteria: dictionary with schema dot-path field names and query qualifiers :param order_criteria: list of single key...
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python
train
riga/tfdeploy
tfdeploy.py
https://github.com/riga/tfdeploy/blob/8481f657d6e3a51d76185a195b993e45f448828a/tfdeploy.py#L115-L123
def get(self, *names, **kwargs): """ get(*names, key=None) Returns one or more :py:class:`Tensor` instances given by *names* using a deep lookup within the model. If *key* is not *None*, only the root tensor with that *key* is traversed. *None* is returned when no tensor was found. In ca...
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get(*names, key=None) Returns one or more :py:class:`Tensor` instances given by *names* using a deep lookup within the model. If *key* is not *None*, only the root tensor with that *key* is traversed. *None* is returned when no tensor was found. In case a tensor is passed, it's name is used for ...
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python
train
xtuml/pyxtuml
xtuml/tools.py
https://github.com/xtuml/pyxtuml/blob/7dd9343b9a0191d1db1887ab9288d0a026608d9a/xtuml/tools.py#L227-L236
def default_accept(self, node, **kwargs): ''' The default accept behaviour is to decend into the iterable member *node.children* (if available). ''' if not hasattr(node, 'children'): return for child in node.children: self.accept(child, **...
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The default accept behaviour is to decend into the iterable member *node.children* (if available).
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python
test
saltstack/salt
salt/states/boto_vpc.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/states/boto_vpc.py#L1649-L1736
def vpc_peering_connection_present(name, requester_vpc_id=None, requester_vpc_name=None, peer_vpc_id=None, peer_vpc_name=None, conn_name=None, peer_owner_id=None, peer_region=None, region=None, key=None, keyid=None,...
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name Name of the state requester_vpc_id ID of the requesting VPC. Exclusive with requester_vpc_name. requester_vpc_name Name tag of the requesting VPC. Exclusive with requester_vpc_id. peer_vpc_id ID of the VPC tp crete VPC peering connection with. This can be a VPC in ...
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python
train
dshean/demcoreg
demcoreg/dem_mask.py
https://github.com/dshean/demcoreg/blob/abd6be75d326b35f52826ee30dff01f9e86b4b52/demcoreg/dem_mask.py#L34-L49
def get_nlcd_fn(): """Calls external shell script `get_nlcd.sh` to fetch: 2011 Land Use Land Cover (nlcd) grids, 30 m http://www.mrlc.gov/nlcd11_leg.php """ #This is original filename, which requires ~17 GB #nlcd_fn = os.path.join(datadir, 'nlcd_2011_landcover_2011_edition_2014_10_10/nlcd_...
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Calls external shell script `get_nlcd.sh` to fetch: 2011 Land Use Land Cover (nlcd) grids, 30 m http://www.mrlc.gov/nlcd11_leg.php
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python
train
JarryShaw/PyPCAPKit
src/const/ipv4/tos_del.py
https://github.com/JarryShaw/PyPCAPKit/blob/c7f0da9aebc2cf210bf8f8b912f7d3cbb98ca10e/src/const/ipv4/tos_del.py#L16-L22
def get(key, default=-1): """Backport support for original codes.""" if isinstance(key, int): return TOS_DEL(key) if key not in TOS_DEL._member_map_: extend_enum(TOS_DEL, key, default) return TOS_DEL[key]
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Backport support for original codes.
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python
train
saltstack/salt
salt/modules/tls.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/modules/tls.py#L1857-L2035
def revoke_cert( ca_name, CN, cacert_path=None, ca_filename=None, cert_path=None, cert_filename=None, crl_file=None, digest='sha256', ): ''' Revoke a certificate. .. versionadded:: 2015.8.0 ca_name Name of the CA. CN ...
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Revoke a certificate. .. versionadded:: 2015.8.0 ca_name Name of the CA. CN Common name matching the certificate signing request. cacert_path Absolute path to ca certificates root directory. ca_filename Alternative filename for the CA. cert_path Path...
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python
train
facebook/pyre-check
sapp/sapp/models.py
https://github.com/facebook/pyre-check/blob/4a9604d943d28ef20238505a51acfb1f666328d7/sapp/sapp/models.py#L108-L171
def _merge_by_keys(cls, session, items, hash_item, *attrs): """An object can have multiple attributes as its key. This merges the items to be added with existing items in the database based on their key(s). session: Session object for querying the DB. items: Iterator of items to...
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An object can have multiple attributes as its key. This merges the items to be added with existing items in the database based on their key(s). session: Session object for querying the DB. items: Iterator of items to be added to the DB. hash_item: Function that takes as in put t...
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python
train
mkouhei/tonicdnscli
src/tonicdnscli/command.py
https://github.com/mkouhei/tonicdnscli/blob/df2d6fb2104ae4d49fa89d1bba2f3ccd2fed388c/src/tonicdnscli/command.py#L485-L512
def conn_options(prs, conn): """Set options of connecting to TonicDNS API server Arguments: prs: parser object of argparse conn: dictionary of connection information """ if conn.get('server') and conn.get('username') and conn.get('password'): prs.set_defaults(server=conn.get('...
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Set options of connecting to TonicDNS API server Arguments: prs: parser object of argparse conn: dictionary of connection information
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python
train
juju/python-libjuju
juju/model.py
https://github.com/juju/python-libjuju/blob/58f0011f4c57cd68830258952fa952eaadca6b38/juju/model.py#L924-L936
async def _wait_for_new(self, entity_type, entity_id): """Wait for a new object to appear in the Model and return it. Waits for an object of type ``entity_type`` with id ``entity_id`` to appear in the model. This is similar to watching for the object using ``block_until``, but uses the...
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Wait for a new object to appear in the Model and return it. Waits for an object of type ``entity_type`` with id ``entity_id`` to appear in the model. This is similar to watching for the object using ``block_until``, but uses the watcher rather than polling.
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python
train
saltstack/salt
salt/modules/xapi_virt.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/modules/xapi_virt.py#L761-L784
def is_hyper(): ''' Returns a bool whether or not this node is a hypervisor of any kind CLI Example: .. code-block:: bash salt '*' virt.is_hyper ''' try: if __grains__['virtual_subtype'] != 'Xen Dom0': return False except KeyError: # virtual_subtype isn...
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Returns a bool whether or not this node is a hypervisor of any kind CLI Example: .. code-block:: bash salt '*' virt.is_hyper
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python
train
sentinel-hub/sentinel2-cloud-detector
s2cloudless/PixelClassifier.py
https://github.com/sentinel-hub/sentinel2-cloud-detector/blob/7130a4a6af90a92f28592d11da692bbb0dc1dc01/s2cloudless/PixelClassifier.py#L81-L96
def image_predict_proba(self, X): """ Predicts class probabilities for the entire image. :param X: Array of images to be classified. :type X: numpy array, shape = [n_images, n_pixels_y, n_pixels_x, n_bands] :return: classification probability map :rtype: numpy array, [n...
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Predicts class probabilities for the entire image. :param X: Array of images to be classified. :type X: numpy array, shape = [n_images, n_pixels_y, n_pixels_x, n_bands] :return: classification probability map :rtype: numpy array, [n_samples, n_pixels_y, n_pixels_x]
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python
train
mozilla/taar
taar/recommenders/ensemble_recommender.py
https://github.com/mozilla/taar/blob/4002eb395f0b7ad837f1578e92d590e2cf82bdca/taar/recommenders/ensemble_recommender.py#L81-L150
def _recommend(self, client_data, limit, extra_data={}): """ Ensemble recommendations are aggregated from individual recommenders. The ensemble recommender applies a weight to the recommendation outputs of each recommender to reorder the recommendations to be a better fit. ...
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Ensemble recommendations are aggregated from individual recommenders. The ensemble recommender applies a weight to the recommendation outputs of each recommender to reorder the recommendations to be a better fit. The intuitive understanding is that the total space of recommende...
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python
train
deepmind/sonnet
sonnet/python/modules/util.py
https://github.com/deepmind/sonnet/blob/00612ca3178964d86b556e062694d808ff81fcca/sonnet/python/modules/util.py#L1039-L1099
def supports_kwargs(module_or_fn, kwargs_list): """Determines whether the provided callable supports all the kwargs. This is useful when you have a module that might or might not support a kwarg such as `is_training`. Rather than calling the module and catching the error, risking the potential modification of ...
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Determines whether the provided callable supports all the kwargs. This is useful when you have a module that might or might not support a kwarg such as `is_training`. Rather than calling the module and catching the error, risking the potential modification of underlying state, this function introspects the mod...
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python
train
pysathq/pysat
pysat/solvers.py
https://github.com/pysathq/pysat/blob/522742e8f2d4c6ac50ecd9087f7a346206774c67/pysat/solvers.py#L2710-L2732
def solve_limited(self, assumptions=[]): """ Solve internal formula using given budgets for conflicts and propagations. """ if self.minicard: if self.use_timer: start_time = time.clock() # saving default SIGINT handler ...
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Solve internal formula using given budgets for conflicts and propagations.
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python
train
inveniosoftware-attic/invenio-utils
invenio_utils/shell.py
https://github.com/inveniosoftware-attic/invenio-utils/blob/9a1c6db4e3f1370901f329f510480dd8df188296/invenio_utils/shell.py#L309-L327
def escape_shell_arg(shell_arg): """Escape shell argument shell_arg by placing it within single-quotes. Any single quotes found within the shell argument string will be escaped. @param shell_arg: The shell argument to be escaped. @type shell_arg: string @return: The single-quote-escaped value ...
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Escape shell argument shell_arg by placing it within single-quotes. Any single quotes found within the shell argument string will be escaped. @param shell_arg: The shell argument to be escaped. @type shell_arg: string @return: The single-quote-escaped value of the shell argument. @rtype: strin...
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python
train
tornadoweb/tornado
tornado/websocket.py
https://github.com/tornadoweb/tornado/blob/b8b481770bcdb333a69afde5cce7eaa449128326/tornado/websocket.py#L995-L1013
def _get_compressor_options( self, side: str, agreed_parameters: Dict[str, Any], compression_options: Dict[str, Any] = None, ) -> Dict[str, Any]: """Converts a websocket agreed_parameters set to keyword arguments for our compressor objects. """ options...
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Converts a websocket agreed_parameters set to keyword arguments for our compressor objects.
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python
train
GeospatialPython/pyshp
shapefile.py
https://github.com/GeospatialPython/pyshp/blob/71231ddc5aa54f155d4f0563c56006fffbfc84e7/shapefile.py#L820-L840
def __shapeIndex(self, i=None): """Returns the offset in a .shp file for a shape based on information in the .shx index file.""" shx = self.shx if not shx: return None if not self._offsets: # File length (16-bit word * 2 = bytes) - header length ...
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Returns the offset in a .shp file for a shape based on information in the .shx index file.
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python
train
inveniosoftware/invenio-oaiserver
invenio_oaiserver/tasks.py
https://github.com/inveniosoftware/invenio-oaiserver/blob/eae765e32bd816ddc5612d4b281caf205518b512/invenio_oaiserver/tasks.py#L25-L29
def _records_commit(record_ids): """Commit all records.""" for record_id in record_ids: record = Record.get_record(record_id) record.commit()
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Commit all records.
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python
train
PyThaiNLP/pythainlp
pythainlp/tokenize/longest.py
https://github.com/PyThaiNLP/pythainlp/blob/e9a300b8a99dfd1a67a955e7c06f62e4afe0fbca/pythainlp/tokenize/longest.py#L142-L150
def segment(text: str, custom_dict: Trie = None) -> List[str]: """ตัดคำภาษาไทยด้วยวิธี longest matching""" if not text or not isinstance(text, str): return [] if not custom_dict: custom_dict = DEFAULT_DICT_TRIE return LongestMatchTokenizer(custom_dict).tokenize(text)
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ตัดคำภาษาไทยด้วยวิธี longest matching
[ "ตัดคำภาษาไทยด้วยวิธี", "longest", "matching" ]
python
train
sveetch/boussole
boussole/conf/discovery.py
https://github.com/sveetch/boussole/blob/22cc644e9d633f41ebfc167d427a71c1726cee21/boussole/conf/discovery.py#L141-L191
def search(self, filepath=None, basedir=None, kind=None): """ Search for a settings file. Keyword Arguments: filepath (string): Path to a config file, either absolute or relative. If absolute set its directory as basedir (omitting given basedir argume...
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Search for a settings file. Keyword Arguments: filepath (string): Path to a config file, either absolute or relative. If absolute set its directory as basedir (omitting given basedir argument). If relative join it to basedir. basedir (string): Directory p...
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python
train
zhanglab/psamm
psamm/util.py
https://github.com/zhanglab/psamm/blob/dc427848c4f9d109ca590f0afa024c63b685b3f4/psamm/util.py#L54-L58
def write(self, s): """Write message to logger.""" for line in re.split(r'\n+', s): if line != '': self._logger.log(self._level, line)
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Write message to logger.
[ "Write", "message", "to", "logger", "." ]
python
train
loganasherjones/yapconf
yapconf/items.py
https://github.com/loganasherjones/yapconf/blob/d2970e6e7e3334615d4d978d8b0ca33006d79d16/yapconf/items.py#L256-L279
def migrate_config(self, current_config, config_to_migrate, always_update, update_defaults): """Migrate config value in current_config, updating config_to_migrate. Given the current_config object, it will attempt to find a value based on all the names given. If no name co...
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Migrate config value in current_config, updating config_to_migrate. Given the current_config object, it will attempt to find a value based on all the names given. If no name could be found, then it will simply set the value to the default. If a value is found and is in the list of prev...
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python
train
guaix-ucm/pyemir
emirdrp/instrument/dtu_configuration.py
https://github.com/guaix-ucm/pyemir/blob/fef6bbabcb13f80123cafd1800a0f508a3c21702/emirdrp/instrument/dtu_configuration.py#L208-L236
def average_dtu_configurations(list_of_objects): """Return DtuConfiguration instance with averaged values. Parameters ---------- list_of_objects : python list List of DtuConfiguration instances to be averaged. Returns ------- result : DtuConfiguration instance Object with a...
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Return DtuConfiguration instance with averaged values. Parameters ---------- list_of_objects : python list List of DtuConfiguration instances to be averaged. Returns ------- result : DtuConfiguration instance Object with averaged values.
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python
train
taxpon/pymesh
pymesh/base.py
https://github.com/taxpon/pymesh/blob/a90b3b2ed1408d793f3b5208dd8087b08fb7c92e/pymesh/base.py#L107-L119
def translate_y(self, d): """Translate mesh for y-direction :param float d: Amount to translate """ mat = numpy.array([ [1, 0, 0, 0], [0, 1, 0, 0], [0, 0, 1, 0], [0, d, 0, 1] ]) self.vectors = self.vectors.dot(mat) ...
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Translate mesh for y-direction :param float d: Amount to translate
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python
train
tanghaibao/goatools
goatools/go_enrichment.py
https://github.com/tanghaibao/goatools/blob/407682e573a108864a79031f8ca19ee3bf377626/goatools/go_enrichment.py#L136-L143
def set_goterm(self, go2obj): """Set goterm and copy GOTerm's name and namespace.""" if self.GO in go2obj: goterm = go2obj[self.GO] self.goterm = goterm self.name = goterm.name self.depth = goterm.depth self.NS = self.namespace2NS[self.goterm.n...
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Set goterm and copy GOTerm's name and namespace.
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python
train
CI-WATER/gsshapy
gsshapy/orm/prj.py
https://github.com/CI-WATER/gsshapy/blob/00fd4af0fd65f1614d75a52fe950a04fb0867f4c/gsshapy/orm/prj.py#L2024-L2051
def write(self, originalPrefix, newPrefix=None): """ Write project card to string. Args: originalPrefix (str): Original name to give to files that follow the project naming convention (e.g: prefix.gag). newPrefix (str, optional): If new prefix is desired,...
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Write project card to string. Args: originalPrefix (str): Original name to give to files that follow the project naming convention (e.g: prefix.gag). newPrefix (str, optional): If new prefix is desired, pass in this parameter. Defaults to None. Returns: ...
[ "Write", "project", "card", "to", "string", "." ]
python
train
bokeh/bokeh
bokeh/transform.py
https://github.com/bokeh/bokeh/blob/dc8cf49e4e4302fd38537ad089ece81fbcca4737/bokeh/transform.py#L127-L155
def factor_hatch(field_name, patterns, factors, start=0, end=None): ''' Create a ``DataSpec`` dict that applies a client-side ``CategoricalPatternMapper`` transformation to a ``ColumnDataSource`` column. Args: field_name (str) : a field name to configure ``DataSpec`` with patterns (seq...
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Create a ``DataSpec`` dict that applies a client-side ``CategoricalPatternMapper`` transformation to a ``ColumnDataSource`` column. Args: field_name (str) : a field name to configure ``DataSpec`` with patterns (seq[string]) : a list of hatch patterns to use to map to factors (seq)...
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python
train
expfactory/expfactory
expfactory/experiment.py
https://github.com/expfactory/expfactory/blob/27ce6cc93e17231df8a8024f18e631336afd3501/expfactory/experiment.py#L84-L97
def load_experiment(folder, return_path=False): '''load_experiment: reads in the config.json for a folder, returns None if not found. :param folder: full path to experiment folder :param return_path: if True, don't load the config.json, but return it ''' fullpath = os.path.abspath(folder) co...
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load_experiment: reads in the config.json for a folder, returns None if not found. :param folder: full path to experiment folder :param return_path: if True, don't load the config.json, but return it
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python
train
ttinies/sc2ladderMgmt
sc2ladderMgmt/ladders.py
https://github.com/ttinies/sc2ladderMgmt/blob/230292e18c54e43129c162116bbdf743b3e9dcf1/sc2ladderMgmt/ladders.py#L64-L69
def load(self, ladderName): """retrieve the ladder settings from saved disk file""" self.name = ladderName # preset value to load self.filename with open(self.filename, "rb") as f: data = f.read() self.__dict__.update( json.loads(data) )
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retrieve the ladder settings from saved disk file
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python
train
keenlabs/KeenClient-Python
keen/__init__.py
https://github.com/keenlabs/KeenClient-Python/blob/266387c3376d1e000d117e17c45045ae3439d43f/keen/__init__.py#L109-L139
def sum(event_collection, target_property, timeframe=None, timezone=None, interval=None, filters=None, group_by=None, order_by=None, max_age=None, limit=None): """ Performs a sum query Adds the values of a target property for events that meet the given criteria. :param event_collection: string, th...
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Performs a sum query Adds the values of a target property for events that meet the given criteria. :param event_collection: string, the name of the collection to query :param target_property: string, the name of the event property you would like use :param timeframe: string or dict, the timeframe in w...
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python
train
limodou/uliweb
uliweb/core/SimpleFrame.py
https://github.com/limodou/uliweb/blob/34472f25e4bc0b954a35346672f94e84ef18b076/uliweb/core/SimpleFrame.py#L222-L261
def CORS(func=None): """ CORS support """ def w(r=None): from uliweb import request, response if request.method == 'OPTIONS': response = Response(status=204) response.headers['Access-Control-Allow-Credentials'] = 'true' response.headers['Access-Contr...
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CORS support
[ "CORS", "support" ]
python
train
qubell/contrib-python-qubell-client
qubell/api/private/platform.py
https://github.com/qubell/contrib-python-qubell-client/blob/4586ea11d5103c2ff9607d3ed922b5a0991b8845/qubell/api/private/platform.py#L95-L101
def get_organization(self, id=None, name=None): """ Gets existing and accessible organization :rtype: Organization """ log.info("Picking organization: %s (%s)" % (name, id)) return self.organizations[id or name]
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Gets existing and accessible organization :rtype: Organization
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python
train
openvax/pyensembl
pyensembl/transcript.py
https://github.com/openvax/pyensembl/blob/4b995fb72e848206d6fbf11950cf30964cd9b3aa/pyensembl/transcript.py#L254-L267
def exon_intervals(self): """List of (start,end) tuples for each exon of this transcript, in the order specified by the 'exon_number' column of the exon table. """ results = self.db.query( select_column_names=["exon_number", "start", "end"], filter_column=...
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List of (start,end) tuples for each exon of this transcript, in the order specified by the 'exon_number' column of the exon table.
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python
train
google/grr
grr/server/grr_response_server/rdfvalues/objects.py
https://github.com/google/grr/blob/5cef4e8e2f0d5df43ea4877e9c798e0bf60bfe74/grr/server/grr_response_server/rdfvalues/objects.py#L573-L586
def ToURN(self): """Converts a reference into an URN.""" if self.path_type in [PathInfo.PathType.OS, PathInfo.PathType.TSK]: return rdfvalue.RDFURN(self.client_id).Add("fs").Add( self.path_type.name.lower()).Add("/".join(self.path_components)) elif self.path_type == PathInfo.PathType.REGIST...
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Converts a reference into an URN.
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python
train
umutbozkurt/django-rest-framework-mongoengine
rest_framework_mongoengine/serializers.py
https://github.com/umutbozkurt/django-rest-framework-mongoengine/blob/2fe6de53907b31a5e8b742e4c6b728942b5fa4f0/rest_framework_mongoengine/serializers.py#L457-L540
def get_customization_for_nested_field(self, field_name): """ Support of nested fields customization for: * EmbeddedDocumentField * NestedReference * Compound fields with EmbeddedDocument as a child: * ListField(EmbeddedDocument)/EmbeddedDocumentListField * Map...
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Support of nested fields customization for: * EmbeddedDocumentField * NestedReference * Compound fields with EmbeddedDocument as a child: * ListField(EmbeddedDocument)/EmbeddedDocumentListField * MapField(EmbeddedDocument) Extracts fields, exclude, extra_kwarg...
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python
train
myint/autoflake
autoflake.py
https://github.com/myint/autoflake/blob/68fea68646922b920d55975f9f2adaeafd84df4f/autoflake.py#L85-L94
def standard_package_names(): """Yield standard module names.""" for name in standard_paths(): if name.startswith('_') or '-' in name: continue if '.' in name and name.rsplit('.')[-1] not in ['so', 'py', 'pyc']: continue yield name.split('.')[0]
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Yield standard module names.
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python
test
SHTOOLS/SHTOOLS
examples/python/GlobalSpectralAnalysis/GlobalSpectralAnalysis.py
https://github.com/SHTOOLS/SHTOOLS/blob/9a115cf83002df2ddec6b7f41aeb6be688e285de/examples/python/GlobalSpectralAnalysis/GlobalSpectralAnalysis.py#L30-L63
def example(): """ example that plots the power spectrum of Mars topography data """ # --- input data filename --- infile = os.path.join(os.path.dirname(__file__), '../../ExampleDataFiles/MarsTopo719.shape') coeffs, lmax = shio.shread(infile) # --- plot grid --- ...
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example that plots the power spectrum of Mars topography data
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python
train
secdev/scapy
scapy/automaton.py
https://github.com/secdev/scapy/blob/3ffe757c184017dd46464593a8f80f85abc1e79a/scapy/automaton.py#L123-L127
def _release_all(self): """Releases all locks to kill all threads""" for i in self.inputs: i.call_release(True) self.available_lock.release()
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Releases all locks to kill all threads
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python
train
iamjarret/pystockfish
pystockfish.py
https://github.com/iamjarret/pystockfish/blob/ae34a4b4d29c577c888b72691fcf0cb5a89b1792/pystockfish.py#L280-L287
def _get_info_pv(info): """ Helper function for _bestmove_get_info. Extracts "pv" field from bestmove's info and returns move sequence in UCI notation. """ search = re.search(pattern=PV_REGEX, string=info) return {"pv": search.group("move_list")}
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Helper function for _bestmove_get_info. Extracts "pv" field from bestmove's info and returns move sequence in UCI notation.
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python
train
aboSamoor/polyglot
polyglot/mapping/base.py
https://github.com/aboSamoor/polyglot/blob/d0d2aa8d06cec4e03bd96618ae960030f7069a17/polyglot/mapping/base.py#L246-L255
def from_vocabfile(filename): """ Construct a CountedVocabulary out of a vocabulary file. Note: File has the following format word1 count1 word2 count2 """ word_count = [x.strip().split() for x in _open(filename, 'r').read().splitlines()] word_count = {w:in...
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Construct a CountedVocabulary out of a vocabulary file. Note: File has the following format word1 count1 word2 count2
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python
train
Autodesk/aomi
aomi/validation.py
https://github.com/Autodesk/aomi/blob/84da2dfb0424837adf9c4ddc1aa352e942bb7a4a/aomi/validation.py#L100-L111
def specific_path_check(path, opt): """Will make checks against include/exclude to determine if we actually care about the path in question.""" if opt.exclude: if path in opt.exclude: return False if opt.include: if path not in opt.include: return False retu...
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Will make checks against include/exclude to determine if we actually care about the path in question.
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python
train
jonathf/chaospy
chaospy/descriptives/expected.py
https://github.com/jonathf/chaospy/blob/25ecfa7bf5608dc10c0b31d142ded0e3755f5d74/chaospy/descriptives/expected.py#L7-L69
def E(poly, dist=None, **kws): """ Expected value operator. 1st order statistics of a probability distribution or polynomial on a given probability space. Args: poly (Poly, Dist): Input to take expected value on. dist (Dist): Defines the space the expected v...
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Expected value operator. 1st order statistics of a probability distribution or polynomial on a given probability space. Args: poly (Poly, Dist): Input to take expected value on. dist (Dist): Defines the space the expected value is taken on. It is ignored if ...
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python
train
IdentityPython/SATOSA
src/satosa/frontends/saml2.py
https://github.com/IdentityPython/SATOSA/blob/49da5d4c0ac1a5ebf1a71b4f7aaf04f0e52d8fdb/src/satosa/frontends/saml2.py#L621-L635
def handle_authn_request(self, context, binding_in): """ Loads approved endpoints dynamically See super class satosa.frontends.saml2.SAMLFrontend#handle_authn_request :type context: satosa.context.Context :type binding_in: str :rtype: satosa.response.Response """...
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Loads approved endpoints dynamically See super class satosa.frontends.saml2.SAMLFrontend#handle_authn_request :type context: satosa.context.Context :type binding_in: str :rtype: satosa.response.Response
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python
train
pypa/pipenv
pipenv/vendor/six.py
https://github.com/pypa/pipenv/blob/cae8d76c210b9777e90aab76e9c4b0e53bb19cde/pipenv/vendor/six.py#L497-L505
def remove_move(name): """Remove item from six.moves.""" try: delattr(_MovedItems, name) except AttributeError: try: del moves.__dict__[name] except KeyError: raise AttributeError("no such move, %r" % (name,))
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Remove item from six.moves.
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python
train
kytos/python-openflow
pyof/foundation/basic_types.py
https://github.com/kytos/python-openflow/blob/4f2d0d08ab28e102ed88fe57a4ee17729f1e1bb7/pyof/foundation/basic_types.py#L724-L743
def append(self, item): """Append one item to the list. Args: item: Item to be appended. Raises: :exc:`~.exceptions.WrongListItemType`: If an item has a different type than the first item to be stored. """ if isinstance(item, list): ...
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Append one item to the list. Args: item: Item to be appended. Raises: :exc:`~.exceptions.WrongListItemType`: If an item has a different type than the first item to be stored.
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python
train
briancappello/flask-unchained
flask_unchained/bundles/security/commands/users.py
https://github.com/briancappello/flask-unchained/blob/4d536cb90e2cc4829c1c05f2c74d3e22901a1399/flask_unchained/bundles/security/commands/users.py#L168-L179
def add_role_to_user(user, role): """ Add a role to a user. """ user = _query_to_user(user) role = _query_to_role(role) if click.confirm(f'Are you sure you want to add {role!r} to {user!r}?'): user.roles.append(role) user_manager.save(user, commit=True) click.echo(f'Succe...
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Add a role to a user.
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python
train
bio2bel/bio2bel
src/bio2bel/cli.py
https://github.com/bio2bel/bio2bel/blob/d80762d891fa18b248709ff0b0f97ebb65ec64c2/src/bio2bel/cli.py#L45-L56
def _iterate_managers(connection, skip): """Iterate over instantiated managers.""" for idx, name, manager_cls in _iterate_manage_classes(skip): if name in skip: continue try: manager = manager_cls(connection=connection) except TypeError as e: click.se...
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Iterate over instantiated managers.
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python
valid
insightindustry/validator-collection
validator_collection/checkers.py
https://github.com/insightindustry/validator-collection/blob/8c8047a0fa36cc88a021771279898278c4cc98e3/validator_collection/checkers.py#L1454-L1473
def is_ip_address(value, **kwargs): """Indicate whether ``value`` is a valid IP address (version 4 or version 6). :param value: The value to evaluate. :returns: ``True`` if ``value`` is valid, ``False`` if it is not. :rtype: :class:`bool <python:bool>` :raises SyntaxError: if ``kwargs`` contains ...
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Indicate whether ``value`` is a valid IP address (version 4 or version 6). :param value: The value to evaluate. :returns: ``True`` if ``value`` is valid, ``False`` if it is not. :rtype: :class:`bool <python:bool>` :raises SyntaxError: if ``kwargs`` contains duplicate keyword parameters or duplicates ...
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python
train
aeguana/PyFileMaker
PyFileMaker/FMServer.py
https://github.com/aeguana/PyFileMaker/blob/ef269b52a97e329d91da3c4851ddac800d7fd7e6/PyFileMaker/FMServer.py#L190-L208
def _addSortParam(self, field, order=''): """Adds a sort parameter, order have to be in ['ascend', 'ascending','descend', 'descending','custom']""" if order != '': validSortOrders = { 'ascend':'ascend', 'ascending':'ascend', '<':'ascend', 'descend':'descend', 'descending':'descend', '>':...
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Adds a sort parameter, order have to be in ['ascend', 'ascending','descend', 'descending','custom']
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python
train
galaxy-genome-annotation/python-apollo
arrow/commands/cannedkeys/add_key.py
https://github.com/galaxy-genome-annotation/python-apollo/blob/2bc9991302abe4402ec2885dcaac35915475b387/arrow/commands/cannedkeys/add_key.py#L16-L23
def cli(ctx, key, metadata=""): """Add a canned key Output: A dictionnary containing canned key description """ return ctx.gi.cannedkeys.add_key(key, metadata=metadata)
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Add a canned key Output: A dictionnary containing canned key description
[ "Add", "a", "canned", "key" ]
python
train
nyergler/hieroglyph
src/hieroglyph/html.py
https://github.com/nyergler/hieroglyph/blob/1ef062fad5060006566f8d6bd3b5a231ac7e0488/src/hieroglyph/html.py#L92-L100
def slide_path(builder, pagename=None): """Calculate the relative path to the Slides for pagename.""" return builder.get_relative_uri( pagename or builder.current_docname, os.path.join( builder.app.config.slide_relative_path, pagename or builder.current_docname, ...
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Calculate the relative path to the Slides for pagename.
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python
train
portfors-lab/sparkle
sparkle/gui/stim/qauto_parameter_model.py
https://github.com/portfors-lab/sparkle/blob/5fad1cf2bec58ec6b15d91da20f6236a74826110/sparkle/gui/stim/qauto_parameter_model.py#L220-L223
def toggleSelection(self, index, comp): """Toggles a component in or out of the currently selected parameter's compnents list""" self.model.toggleSelection(index.row(), comp)
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Toggles a component in or out of the currently selected parameter's compnents list
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python
train
bohea/sanic-limiter
sanic_limiter/extension.py
https://github.com/bohea/sanic-limiter/blob/54c9fc4a3a3f1a9bb69367262637d07701ae5694/sanic_limiter/extension.py#L318-L335
def shared_limit(self, limit_value, scope, key_func=None, error_message=None, exempt_when=None): """ decorator to be applied to multiple routes sharing the same rate limit. :param limit_value: rate limit string or a callable that returns a string. :ref:`ratelimit-s...
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decorator to be applied to multiple routes sharing the same rate limit. :param limit_value: rate limit string or a callable that returns a string. :ref:`ratelimit-string` for more details. :param scope: a string or callable that returns a string for defining the rate limiting scope. ...
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python
train
agile-geoscience/welly
welly/curve.py
https://github.com/agile-geoscience/welly/blob/ed4c991011d6290938fef365553041026ba29f42/welly/curve.py#L817-L836
def apply(self, window_length, samples=True, func1d=None): """ Runs any kind of function over a window. Args: window_length (int): the window length. Required. samples (bool): window length is in samples. Use False for a window length given in metres. ...
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Runs any kind of function over a window. Args: window_length (int): the window length. Required. samples (bool): window length is in samples. Use False for a window length given in metres. func1d (function): a function that takes a 1D array and returns a ...
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python
train
RudolfCardinal/pythonlib
cardinal_pythonlib/sphinxtools.py
https://github.com/RudolfCardinal/pythonlib/blob/0b84cb35f38bd7d8723958dae51b480a829b7227/cardinal_pythonlib/sphinxtools.py#L709-L737
def get_sorted_source_files( self, source_filenames_or_globs: Union[str, List[str]], recursive: bool = True) -> List[str]: """ Returns a sorted list of filenames to process, from a filename, a glob string, or a list of filenames/globs. Args: ...
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Returns a sorted list of filenames to process, from a filename, a glob string, or a list of filenames/globs. Args: source_filenames_or_globs: filename/glob, or list of them recursive: use :func:`glob.glob` in recursive mode? Returns: sorted list of files to ...
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python
train
PythonCharmers/python-future
src/future/backports/xmlrpc/server.py
https://github.com/PythonCharmers/python-future/blob/c423752879acc05eebc29b0bb9909327bd5c7308/src/future/backports/xmlrpc/server.py#L128-L150
def resolve_dotted_attribute(obj, attr, allow_dotted_names=True): """resolve_dotted_attribute(a, 'b.c.d') => a.b.c.d Resolves a dotted attribute name to an object. Raises an AttributeError if any attribute in the chain starts with a '_'. If the optional allow_dotted_names argument is false, dots are ...
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resolve_dotted_attribute(a, 'b.c.d') => a.b.c.d Resolves a dotted attribute name to an object. Raises an AttributeError if any attribute in the chain starts with a '_'. If the optional allow_dotted_names argument is false, dots are not supported and this function operates similar to getattr(obj, attr...
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python
train
iotile/coretools
iotilebuild/iotile/build/config/scons-local-3.0.1/SCons/Tool/MSCommon/vc.py
https://github.com/iotile/coretools/blob/2d794f5f1346b841b0dcd16c9d284e9bf2f3c6ec/iotilebuild/iotile/build/config/scons-local-3.0.1/SCons/Tool/MSCommon/vc.py#L302-L341
def find_batch_file(env,msvc_version,host_arch,target_arch): """ Find the location of the batch script which should set up the compiler for any TARGET_ARCH whose compilers were installed by Visual Studio/VCExpress """ pdir = find_vc_pdir(msvc_version) if pdir is None: raise NoVersionFoun...
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Find the location of the batch script which should set up the compiler for any TARGET_ARCH whose compilers were installed by Visual Studio/VCExpress
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python
train
bede/tictax
tictax/cli.py
https://github.com/bede/tictax/blob/acc9811be3a8b5ad905daf4b5d413f2c5e6ad06c/tictax/cli.py#L66-L73
def matrix(fasta_path: 'path to tictax annotated fasta input', scafstats_path: 'path to BBMap scaftstats file'): ''' Generate taxonomic count matrix from tictax classified contigs ''' records = SeqIO.parse(fasta_path, 'fasta') df = tictax.matrix(records, scafstats_path) df.to_csv(sys....
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Generate taxonomic count matrix from tictax classified contigs
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python
train
edx/edx-oauth2-provider
edx_oauth2_provider/oidc/handlers.py
https://github.com/edx/edx-oauth2-provider/blob/73e7569a8369e74c345022ccba634365e24befab/edx_oauth2_provider/oidc/handlers.py#L83-L88
def now(self): """ Capture time. """ if self._now is None: # Compute the current time only once per instance self._now = datetime.utcnow() return self._now
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Capture time.
[ "Capture", "time", "." ]
python
train
albu/albumentations
albumentations/augmentations/bbox_utils.py
https://github.com/albu/albumentations/blob/b31393cd6126516d37a84e44c879bd92c68ffc93/albumentations/augmentations/bbox_utils.py#L122-L152
def convert_bbox_from_albumentations(bbox, target_format, rows, cols, check_validity=False): """Convert a bounding box from the format used by albumentations to a format, specified in `target_format`. Args: bbox (list): bounding box with coordinates in the format used by albumentations target_f...
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Convert a bounding box from the format used by albumentations to a format, specified in `target_format`. Args: bbox (list): bounding box with coordinates in the format used by albumentations target_format (str): required format of the output bounding box. Should be 'coco' or 'pascal_voc'. r...
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python
train
pypa/pipenv
pipenv/vendor/jinja2/compiler.py
https://github.com/pypa/pipenv/blob/cae8d76c210b9777e90aab76e9c4b0e53bb19cde/pipenv/vendor/jinja2/compiler.py#L353-L358
def start_write(self, frame, node=None): """Yield or write into the frame buffer.""" if frame.buffer is None: self.writeline('yield ', node) else: self.writeline('%s.append(' % frame.buffer, node)
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Yield or write into the frame buffer.
[ "Yield", "or", "write", "into", "the", "frame", "buffer", "." ]
python
train
MechanicalSoup/MechanicalSoup
mechanicalsoup/form.py
https://github.com/MechanicalSoup/MechanicalSoup/blob/027a270febf5bcda6a75db60ea9838d631370f4b/mechanicalsoup/form.py#L239-L278
def set(self, name, value, force=False): """Set a form element identified by ``name`` to a specified ``value``. The type of element (input, textarea, select, ...) does not need to be given; it is inferred by the following methods: :func:`~Form.set_checkbox`, :func:`~Form.set_radi...
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Set a form element identified by ``name`` to a specified ``value``. The type of element (input, textarea, select, ...) does not need to be given; it is inferred by the following methods: :func:`~Form.set_checkbox`, :func:`~Form.set_radio`, :func:`~Form.set_input`, :func:`...
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python
train
dask/dask-ml
dask_ml/model_selection/_search.py
https://github.com/dask/dask-ml/blob/cc4837c2c2101f9302cac38354b55754263cd1f3/dask_ml/model_selection/_search.py#L225-L240
def normalize_params(params): """Take a list of dictionaries, and tokenize/normalize.""" # Collect a set of all fields fields = set() for p in params: fields.update(p) fields = sorted(fields) params2 = list(pluck(fields, params, MISSING)) # Non-basic types (including MISSING) are un...
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Take a list of dictionaries, and tokenize/normalize.
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python
train
zerok/zs.bibtex
src/zs/bibtex/parser.py
https://github.com/zerok/zs.bibtex/blob/ac9594b36b9d4ec9a3593c0dc7c1a35e5aea04d9/src/zs/bibtex/parser.py#L37-L52
def parse_entry(source, loc, tokens): """ Converts the tokens of an entry into an Entry instance. If no applicable type is available, an UnsupportedEntryType exception is raised. """ type_ = tokens[1].lower() entry_type = structures.TypeRegistry.get_type(type_) if entry_type is None or not i...
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Converts the tokens of an entry into an Entry instance. If no applicable type is available, an UnsupportedEntryType exception is raised.
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python
train
Robpol86/terminaltables
terminaltables/base_table.py
https://github.com/Robpol86/terminaltables/blob/ad8f46e50afdbaea377fc1f713bc0e7a31c4fccc/terminaltables/base_table.py#L112-L169
def gen_row_lines(self, row, style, inner_widths, height): r"""Combine cells in row and group them into lines with vertical borders. Caller is expected to pass yielded lines to ''.join() to combine them into a printable line. Caller must append newline character to the end of joined line. ...
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r"""Combine cells in row and group them into lines with vertical borders. Caller is expected to pass yielded lines to ''.join() to combine them into a printable line. Caller must append newline character to the end of joined line. In: ['Row One Column One', 'Two', 'Three'] Out:...
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python
train
clalancette/pycdlib
pycdlib/eltorito.py
https://github.com/clalancette/pycdlib/blob/1e7b77a809e905d67dc71e12d70e850be26b6233/pycdlib/eltorito.py#L873-L966
def hdmbrcheck(disk_mbr, sector_count, bootable): # type: (bytes, int, bool) -> int ''' A function to sanity check an El Torito Hard Drive Master Boot Record (HDMBR). On success, it returns the system_type (also known as the partition type) that should be fed into the rest of the El Torito methods. ...
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A function to sanity check an El Torito Hard Drive Master Boot Record (HDMBR). On success, it returns the system_type (also known as the partition type) that should be fed into the rest of the El Torito methods. On failure, it raises an exception. Parameters: disk_mbr - The data to look in. ...
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python
train
ArduPilot/MAVProxy
MAVProxy/modules/mavproxy_example.py
https://github.com/ArduPilot/MAVProxy/blob/f50bdeff33064876f7dc8dc4683d278ff47f75d5/MAVProxy/modules/mavproxy_example.py#L74-L83
def idle_task(self): '''called rapidly by mavproxy''' now = time.time() if now-self.last_bored > self.boredom_interval: self.last_bored = now message = self.boredom_message() self.say("%s: %s" % (self.name,message)) # See if whatever we're connecte...
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called rapidly by mavproxy
[ "called", "rapidly", "by", "mavproxy" ]
python
train
trsqxyz/glitch
glitch/glitch.py
https://github.com/trsqxyz/glitch/blob/b2cef7700a09660ff8a79ae587480680bef65a88/glitch/glitch.py#L114-L123
def decrease(self, infile): '''Decrease: 任意の箇所のバイト列を 削除する ''' gf = infile[31:] try: index = random.randint(len(gf)-1, 31) except ValueError: return infile gf = gf[:index] + gf[index+1:] return infile[:31] + gf
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Decrease: 任意の箇所のバイト列を 削除する
[ "Decrease", ":", "任意の箇所のバイト列を", "削除する" ]
python
train
kivy/python-for-android
pythonforandroid/bootstraps/pygame/build/buildlib/jinja2.egg/jinja2/ext.py
https://github.com/kivy/python-for-android/blob/8e0e8056bc22e4d5bd3398a6b0301f38ff167933/pythonforandroid/bootstraps/pygame/build/buildlib/jinja2.egg/jinja2/ext.py#L486-L545
def babel_extract(fileobj, keywords, comment_tags, options): """Babel extraction method for Jinja templates. .. versionchanged:: 2.3 Basic support for translation comments was added. If `comment_tags` is now set to a list of keywords for extraction, the extractor will try to find the best...
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Babel extraction method for Jinja templates. .. versionchanged:: 2.3 Basic support for translation comments was added. If `comment_tags` is now set to a list of keywords for extraction, the extractor will try to find the best preceeding comment that begins with one of the keywords. Fo...
[ "Babel", "extraction", "method", "for", "Jinja", "templates", "." ]
python
train
mk-fg/python-onedrive
onedrive/conf.py
https://github.com/mk-fg/python-onedrive/blob/74d3f6605b0e8a9031a2aab8092f551293ffb533/onedrive/conf.py#L36-L80
def from_conf(cls, path=None, **overrides): '''Initialize instance from YAML configuration file, writing updates (only to keys, specified by "conf_update_keys") back to it.''' from onedrive import portalocker import yaml if path is None: path = cls.conf_path_default log.debug('Using default state-file...
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Initialize instance from YAML configuration file, writing updates (only to keys, specified by "conf_update_keys") back to it.
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python
test
OnroerendErfgoed/pyramid_urireferencer
pyramid_urireferencer/protected_resources.py
https://github.com/OnroerendErfgoed/pyramid_urireferencer/blob/c6ee4ba863e32ced304b9cf00f3f5b450757a29a/pyramid_urireferencer/protected_resources.py#L83-L103
def protected_operation(fn): """ Use this decorator to prevent an operation from being executed when the related uri resource is still in use. The parent_object must contain: * a request * with a registry.queryUtility(IReferencer) :raises pyramid.httpexceptions.HTTPConflict: Sign...
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Use this decorator to prevent an operation from being executed when the related uri resource is still in use. The parent_object must contain: * a request * with a registry.queryUtility(IReferencer) :raises pyramid.httpexceptions.HTTPConflict: Signals that we don't want to delete ...
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python
train
astrorafael/twisted-mqtt
mqtt/pdu.py
https://github.com/astrorafael/twisted-mqtt/blob/5b322f7c2b82a502b1e1b70703ae45f1f668d07d/mqtt/pdu.py#L511-L542
def encode(self): ''' Encode and store a PUBLISH control packet. @raise e: C{ValueError} if encoded topic string exceeds 65535 bytes. @raise e: C{ValueError} if encoded packet size exceeds 268435455 bytes. @raise e: C{TypeError} if C{data} is not a string, bytearray, int, boolean...
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Encode and store a PUBLISH control packet. @raise e: C{ValueError} if encoded topic string exceeds 65535 bytes. @raise e: C{ValueError} if encoded packet size exceeds 268435455 bytes. @raise e: C{TypeError} if C{data} is not a string, bytearray, int, boolean or float.
[ "Encode", "and", "store", "a", "PUBLISH", "control", "packet", "." ]
python
test