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oscarbranson/latools
latools/latools.py
https://github.com/oscarbranson/latools/blob/cd25a650cfee318152f234d992708511f7047fbe/latools/latools.py#L2594-L2668
def optimise_signal(self, analytes, min_points=5, threshold_mode='kde_first_max', threshold_mult=1., x_bias=0, filt=True, weights=None, mode='minimise', samples=None, subset=None): """ Optimise data selectio...
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Optimise data selection based on specified analytes. Identifies the longest possible contiguous data region in the signal where the relative standard deviation (std) and concentration of all analytes is minimised. Optimisation is performed via a grid search of all possible con...
[ "Optimise", "data", "selection", "based", "on", "specified", "analytes", "." ]
python
test
apache/spark
python/pyspark/mllib/linalg/__init__.py
https://github.com/apache/spark/blob/618d6bff71073c8c93501ab7392c3cc579730f0b/python/pyspark/mllib/linalg/__init__.py#L86-L118
def _vector_size(v): """ Returns the size of the vector. >>> _vector_size([1., 2., 3.]) 3 >>> _vector_size((1., 2., 3.)) 3 >>> _vector_size(array.array('d', [1., 2., 3.])) 3 >>> _vector_size(np.zeros(3)) 3 >>> _vector_size(np.zeros((3, 1))) 3 >>> _vector_size(np.zero...
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Returns the size of the vector. >>> _vector_size([1., 2., 3.]) 3 >>> _vector_size((1., 2., 3.)) 3 >>> _vector_size(array.array('d', [1., 2., 3.])) 3 >>> _vector_size(np.zeros(3)) 3 >>> _vector_size(np.zeros((3, 1))) 3 >>> _vector_size(np.zeros((1, 3))) Traceback (most re...
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python
train
onnx/onnx
onnx/__init__.py
https://github.com/onnx/onnx/blob/2f7dc10f03a072526d94b6820cedbf2a1ec5a2c4/onnx/__init__.py#L102-L122
def load_model(f, format=None, load_external_data=True): # type: (Union[IO[bytes], Text], Optional[Any], bool) -> ModelProto ''' Loads a serialized ModelProto into memory @params f can be a file-like object (has "read" function) or a string containing a file name format is for future use @ret...
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Loads a serialized ModelProto into memory @params f can be a file-like object (has "read" function) or a string containing a file name format is for future use @return Loaded in-memory ModelProto
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python
train
funilrys/PyFunceble
PyFunceble/generate.py
https://github.com/funilrys/PyFunceble/blob/cdf69cbde120199171f7158e1c33635753e6e2f5/PyFunceble/generate.py#L652-L706
def _prints_status_screen(self): """ Logic behind the printing (on screen) when generating status file. """ if not PyFunceble.CONFIGURATION["quiet"]: # The quiet mode is not activated. if PyFunceble.CONFIGURATION["less"]: # We have to print less ...
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Logic behind the printing (on screen) when generating status file.
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python
test
theislab/scanpy
scanpy/plotting/_utils.py
https://github.com/theislab/scanpy/blob/9e4e5ee02e04cf618872d9b098e24f0542e8b227/scanpy/plotting/_utils.py#L27-L41
def matrix(matrix, xlabel=None, ylabel=None, xticks=None, yticks=None, title=None, colorbar_shrink=0.5, color_map=None, show=None, save=None, ax=None): """Plot a matrix.""" if ax is None: ax = pl.gca() img = ax.imshow(matrix, cmap=color_map) if xlabel is not None: ax.set_xlabel(xla...
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Plot a matrix.
[ "Plot", "a", "matrix", "." ]
python
train
rndmcnlly/ansunit
ansunit/__init__.py
https://github.com/rndmcnlly/ansunit/blob/3d45e22ab1ae131b6eda25d5ae2ead2c5cfee02a/ansunit/__init__.py#L78-L95
def canonicalize_spec(spec, parent_context): """Push all context declarations to the leaves of a nested test specification.""" test_specs = {k:v for (k,v) in spec.items() if k.startswith("Test")} local_context = {k:v for (k,v) in spec.items() if not k.startswith("Test")} context = reduce_contexts(parent_conte...
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Push all context declarations to the leaves of a nested test specification.
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python
train
geopy/geopy
geopy/geocoders/openmapquest.py
https://github.com/geopy/geopy/blob/02c838d965e76497f3c3d61f53808c86b5c58224/geopy/geocoders/openmapquest.py#L117-L129
def _construct_url(self, base_api, params): """ Construct geocoding request url. Overridden. :param str base_api: Geocoding function base address - self.api or self.reverse_api. :param dict params: Geocoding params. :return: string URL. """ params['...
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Construct geocoding request url. Overridden. :param str base_api: Geocoding function base address - self.api or self.reverse_api. :param dict params: Geocoding params. :return: string URL.
[ "Construct", "geocoding", "request", "url", ".", "Overridden", "." ]
python
train
DataBiosphere/toil
src/toil/provisioners/clusterScaler.py
https://github.com/DataBiosphere/toil/blob/a8252277ff814e7bee0971139c2344f88e44b644/src/toil/provisioners/clusterScaler.py#L565-L630
def setNodeCount(self, nodeType, numNodes, preemptable=False, force=False): """ Attempt to grow or shrink the number of preemptable or non-preemptable worker nodes in the cluster to the given value, or as close a value as possible, and, after performing the necessary additions or removal...
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Attempt to grow or shrink the number of preemptable or non-preemptable worker nodes in the cluster to the given value, or as close a value as possible, and, after performing the necessary additions or removals of worker nodes, return the resulting number of preemptable or non-preemptable nodes c...
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python
train
CityOfZion/neo-python
neo/Core/TX/InvocationTransaction.py
https://github.com/CityOfZion/neo-python/blob/fe90f62e123d720d4281c79af0598d9df9e776fb/neo/Core/TX/InvocationTransaction.py#L91-L101
def ToJson(self): """ Convert object members to a dictionary that can be parsed as JSON. Returns: dict: """ jsn = super(InvocationTransaction, self).ToJson() jsn['script'] = self.Script.hex() jsn['gas'] = self.Gas.ToNeoJsonString() return jsn
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Convert object members to a dictionary that can be parsed as JSON. Returns: dict:
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python
train
astropy/astropy-healpix
astropy_healpix/core.py
https://github.com/astropy/astropy-healpix/blob/c7fbe36305aadda9946dd37969d5dcb9ff6b1440/astropy_healpix/core.py#L108-L130
def nside_to_level(nside): """ Find the HEALPix level for a given nside. This is given by ``level = log2(nside)``. This function is the inverse of `level_to_nside`. Parameters ---------- nside : int The number of pixels on the side of one of the 12 'top-level' HEALPix tiles. ...
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Find the HEALPix level for a given nside. This is given by ``level = log2(nside)``. This function is the inverse of `level_to_nside`. Parameters ---------- nside : int The number of pixels on the side of one of the 12 'top-level' HEALPix tiles. Must be a power of two. Returns...
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python
train
todddeluca/dones
dones.py
https://github.com/todddeluca/dones/blob/6ef56565556987e701fed797a405f0825fe2e15a/dones.py#L468-L476
def remove(self, key): ''' remove key from the namespace. it is fine to remove a key multiple times. ''' encodedKey = json.dumps(key) sql = 'DELETE FROM ' + self.table + ' WHERE name = %s' with self.connect() as conn: with doTransaction(conn): ...
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remove key from the namespace. it is fine to remove a key multiple times.
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python
train
HumanBrainProject/hbp-service-client
hbp_service_client/request/request_builder.py
https://github.com/HumanBrainProject/hbp-service-client/blob/b338fb41a7f0e7b9d654ff28fcf13a56d03bff4d/hbp_service_client/request/request_builder.py#L115-L126
def with_headers(self, headers): '''Adds headers to the request Args: headers (dict): The headers to add the request headers Returns: The request builder instance in order to chain calls ''' copy = headers.copy() copy.update(self._headers) ...
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Adds headers to the request Args: headers (dict): The headers to add the request headers Returns: The request builder instance in order to chain calls
[ "Adds", "headers", "to", "the", "request" ]
python
test
explosion/thinc
thinc/extra/_vendorized/keras_data_utils.py
https://github.com/explosion/thinc/blob/90129be5f0d6c665344245a7c37dbe1b8afceea2/thinc/extra/_vendorized/keras_data_utils.py#L146-L163
def validate_file(fpath, md5_hash): '''Validates a file against a MD5 hash # Arguments fpath: path to the file being validated md5_hash: the MD5 hash being validated against # Returns Whether the file is valid ''' hasher = hashlib.md5() with open(fpath, 'rb') as f: ...
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Validates a file against a MD5 hash # Arguments fpath: path to the file being validated md5_hash: the MD5 hash being validated against # Returns Whether the file is valid
[ "Validates", "a", "file", "against", "a", "MD5", "hash" ]
python
train
mugurbil/gnm
gnm/gnm.py
https://github.com/mugurbil/gnm/blob/4f9711fb9d78cc02820c25234bc3ab9615014f11/gnm/gnm.py#L197-L222
def dynamic(self, max_steps, opts={}): """ Dynamic Switch Set the sampler parameters for dynamic back off Inputs : max_steps : maximum back-off steps to be taken Optional Inputs: opts : ({}) dictionary containing fancy options """ self._dy...
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Dynamic Switch Set the sampler parameters for dynamic back off Inputs : max_steps : maximum back-off steps to be taken Optional Inputs: opts : ({}) dictionary containing fancy options
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python
train
Wessie/hurler
hurler/filters.py
https://github.com/Wessie/hurler/blob/5719000237e24df9f24fb8229f1153ebfa684972/hurler/filters.py#L48-L61
def check_filter(self, args, kwargs): """ Calls all filters in the :attr:`_filters` list and if all of them return :const:`True` will return :const:`True`. If any of the filters return :const:`False` will return :const:`True` instead. This method is equal to the following snippe...
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Calls all filters in the :attr:`_filters` list and if all of them return :const:`True` will return :const:`True`. If any of the filters return :const:`False` will return :const:`True` instead. This method is equal to the following snippet: `all(f(*args, **kwargs) for f in self.filte...
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python
train
openego/eDisGo
edisgo/grid/network.py
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/grid/network.py#L2161-L2175
def generation_dispatchable(self): """ Get generation time series of dispatchable generators (only active power) Returns ------- :pandas:`pandas.DataFrame<dataframe>` See class definition for details. """ try: return self._generat...
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Get generation time series of dispatchable generators (only active power) Returns ------- :pandas:`pandas.DataFrame<dataframe>` See class definition for details.
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python
train
shawnsilva/steamwebapi
steamwebapi/api.py
https://github.com/shawnsilva/steamwebapi/blob/dc16538ebe985cc7ea170f660169ebc2366efbf2/steamwebapi/api.py#L106-L120
def get_friends_list(self, steamID, relationship='all', format=None): """Request the friends list of a given steam ID filtered by role. steamID: The user ID relationship: Type of friend to request (all, friend) format: Return format. None defaults to json. (json, xml, vdf) """ ...
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Request the friends list of a given steam ID filtered by role. steamID: The user ID relationship: Type of friend to request (all, friend) format: Return format. None defaults to json. (json, xml, vdf)
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python
train
softlayer/softlayer-python
SoftLayer/CLI/block/snapshot/list.py
https://github.com/softlayer/softlayer-python/blob/9f181be08cc3668353b05a6de0cb324f52cff6fa/SoftLayer/CLI/block/snapshot/list.py#L38-L53
def cli(env, volume_id, sortby, columns): """List block storage snapshots.""" block_manager = SoftLayer.BlockStorageManager(env.client) snapshots = block_manager.get_block_volume_snapshot_list( volume_id, mask=columns.mask() ) table = formatting.Table(columns.columns) table.sort...
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List block storage snapshots.
[ "List", "block", "storage", "snapshots", "." ]
python
train
fastai/fastai
old/fastai/plots.py
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/plots.py#L119-L132
def most_by_mask(self, mask, y, mult): """ Extracts the first 4 most correct/incorrect indexes from the ordered list of probabilities Arguments: mask (numpy.ndarray): the mask of probabilities specific to the selected class; a boolean array with shape (num_of_samples,) which contain...
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Extracts the first 4 most correct/incorrect indexes from the ordered list of probabilities Arguments: mask (numpy.ndarray): the mask of probabilities specific to the selected class; a boolean array with shape (num_of_samples,) which contains True where class==selected_class, and False every...
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python
train
bitesofcode/projexui
projexui/windows/xdkwindow/xdkwindow.py
https://github.com/bitesofcode/projexui/blob/f18a73bec84df90b034ca69b9deea118dbedfc4d/projexui/windows/xdkwindow/xdkwindow.py#L220-L244
def addContentsWidget( self ): """ Adds a new contents widget tab into the contents tab. :return <QWebView> """ curr_widget = self.currentContentsWidget() widget = QWebView(self) page = widget.page() page.setLinkDelegationPolicy(page....
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Adds a new contents widget tab into the contents tab. :return <QWebView>
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python
train
mlperf/training
translation/tensorflow/transformer/utils/metrics.py
https://github.com/mlperf/training/blob/1c6ae725a81d15437a2b2df05cac0673fde5c3a4/translation/tensorflow/transformer/utils/metrics.py#L288-L304
def rouge_2_fscore(logits, labels): """ROUGE-2 F1 score computation between labels and predictions. This is an approximate ROUGE scoring method since we do not glue word pieces or decode the ids and tokenize the output. Args: logits: tensor, model predictions labels: tensor, gold output. Returns: ...
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ROUGE-2 F1 score computation between labels and predictions. This is an approximate ROUGE scoring method since we do not glue word pieces or decode the ids and tokenize the output. Args: logits: tensor, model predictions labels: tensor, gold output. Returns: rouge2_fscore: approx rouge-2 f1 score...
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python
train
mitsei/dlkit
dlkit/json_/authorization/sessions.py
https://github.com/mitsei/dlkit/blob/445f968a175d61c8d92c0f617a3c17dc1dc7c584/dlkit/json_/authorization/sessions.py#L2113-L2134
def unassign_authorization_from_vault(self, authorization_id, vault_id): """Removes an ``Authorization`` from a ``Vault``. arg: authorization_id (osid.id.Id): the ``Id`` of the ``Authorization`` arg: vault_id (osid.id.Id): the ``Id`` of the ``Vault`` raise: NotFou...
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Removes an ``Authorization`` from a ``Vault``. arg: authorization_id (osid.id.Id): the ``Id`` of the ``Authorization`` arg: vault_id (osid.id.Id): the ``Id`` of the ``Vault`` raise: NotFound - ``authorization_id`` or ``vault_id`` not found or ``authorizati...
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python
train
couchbase/couchbase-python-client
couchbase/subdocument.py
https://github.com/couchbase/couchbase-python-client/blob/a7bada167785bf79a29c39f820d932a433a6a535/couchbase/subdocument.py#L184-L200
def array_prepend(path, *values, **kwargs): """ Add new values to the beginning of an array. :param path: Path to the array. The path should contain the *array itself* and not an element *within* the array :param values: one or more values to append :param create_parents: Create the array i...
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Add new values to the beginning of an array. :param path: Path to the array. The path should contain the *array itself* and not an element *within* the array :param values: one or more values to append :param create_parents: Create the array if it does not exist This operation is only valid in...
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python
train
pysathq/pysat
pysat/solvers.py
https://github.com/pysathq/pysat/blob/522742e8f2d4c6ac50ecd9087f7a346206774c67/pysat/solvers.py#L3357-L3364
def get_core(self): """ Get an unsatisfiable core if the formula was previously unsatisfied. """ if self.minisat and self.status == False: return pysolvers.minisatgh_core(self.minisat)
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Get an unsatisfiable core if the formula was previously unsatisfied.
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python
train
stanfordnlp/stanza
stanza/research/config.py
https://github.com/stanfordnlp/stanza/blob/920c55d8eaa1e7105971059c66eb448a74c100d6/stanza/research/config.py#L88-L130
def options(allow_partial=False, read=False): ''' Get the object containing the values of the parsed command line options. :param bool allow_partial: If `True`, ignore unrecognized arguments and allow the options to be re-parsed next time `options` is called. This also suppresses overwrite ...
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Get the object containing the values of the parsed command line options. :param bool allow_partial: If `True`, ignore unrecognized arguments and allow the options to be re-parsed next time `options` is called. This also suppresses overwrite checking (the check is performed the first time `o...
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python
train
kervi/kervi-devices
kervi/devices/gpio/MCP230XX.py
https://github.com/kervi/kervi-devices/blob/c6aaddc6da1d0bce0ea2b0c6eb8393ba10aefa56/kervi/devices/gpio/MCP230XX.py#L116-L125
def pullup(self, pin, enabled): """Turn on the pull-up resistor for the specified pin if enabled is True, otherwise turn off the pull-up resistor. """ self._validate_channel(pin) if enabled: self.gppu[int(pin/8)] |= 1 << (int(pin%8)) else: self.gpp...
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Turn on the pull-up resistor for the specified pin if enabled is True, otherwise turn off the pull-up resistor.
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python
train
mitsei/dlkit
dlkit/json_/assessment_authoring/sessions.py
https://github.com/mitsei/dlkit/blob/445f968a175d61c8d92c0f617a3c17dc1dc7c584/dlkit/json_/assessment_authoring/sessions.py#L2143-L2165
def get_sequence_rules_by_genus_type(self, sequence_rule_genus_type): """Gets a ``SequenceRuleList`` corresponding to the given sequence rule genus ``Type`` which does not include sequence rule of genus types derived from the specified ``Type``. arg: sequence_rule_genus_type (osid.type.Type): a sequ...
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Gets a ``SequenceRuleList`` corresponding to the given sequence rule genus ``Type`` which does not include sequence rule of genus types derived from the specified ``Type``. arg: sequence_rule_genus_type (osid.type.Type): a sequence rule genus type return: (osid.assessment.authoring.S...
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python
train
coderholic/django-cities
cities/util.py
https://github.com/coderholic/django-cities/blob/5e1cf86ff1d05e2d325cb2770c6df279599f5f98/cities/util.py#L27-L34
def geo_distance(a, b): """Distance between two geo points in km. (p.x = long, p.y = lat)""" a_y = radians(a.y) b_y = radians(b.y) delta_x = radians(a.x - b.x) cos_x = (sin(a_y) * sin(b_y) + cos(a_y) * cos(b_y) * cos(delta_x)) return acos(cos_x) * earth_radius_km
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Distance between two geo points in km. (p.x = long, p.y = lat)
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python
train
daniellawrence/graphitesend
graphitesend/graphitesend.py
https://github.com/daniellawrence/graphitesend/blob/02281263e642f9b6e146886d4544e1d7aebd7753/graphitesend/graphitesend.py#L221-L236
def disconnect(self): """ Close the TCP connection with the graphite server. """ try: self.socket.shutdown(1) # If its currently a socket, set it to None except AttributeError: self.socket = None except Exception: self.socket =...
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Close the TCP connection with the graphite server.
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python
train
jupyterhub/kubespawner
kubespawner/spawner.py
https://github.com/jupyterhub/kubespawner/blob/46a4b109c5e657a4c3d5bfa8ea4731ec6564ea13/kubespawner/spawner.py#L1912-L1926
def load_user_options(self): """Load user options from self.user_options dict This can be set via POST to the API or via options_from_form Only supported argument by default is 'profile'. Override in subclasses to support other options. """ if self._profile_list is None...
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Load user options from self.user_options dict This can be set via POST to the API or via options_from_form Only supported argument by default is 'profile'. Override in subclasses to support other options.
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python
train
resonai/ybt
yabt/builders/cpp.py
https://github.com/resonai/ybt/blob/5b40df0922ef3383eb85f2b04a26a2db4b81b3fd/yabt/builders/cpp.py#L268-L304
def link_cpp_artifacts(build_context, target, workspace_dir, include_objects: bool): """Link required artifacts from dependencies under target workspace dir. Return list of object files of dependencies (if `include_objects`). Includes: - Generated code from proto dependencies ...
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Link required artifacts from dependencies under target workspace dir. Return list of object files of dependencies (if `include_objects`). Includes: - Generated code from proto dependencies - Header files from all dependencies - Generated header files from all dependencies - If `include_objec...
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python
train
Kozea/pygal
pygal/graph/dot.py
https://github.com/Kozea/pygal/blob/5e25c98a59a0642eecd9fcc5dbfeeb2190fbb5e7/pygal/graph/dot.py#L126-L133
def _plot(self): """Plot all dots for series""" r_max = min( self.view.x(1) - self.view.x(0), (self.view.y(0) or 0) - self.view.y(1) ) / (2 * 1.05) for serie in self.series: self.dot(serie, r_max)
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Plot all dots for series
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python
train
google/grr
grr/server/grr_response_server/databases/mysql_clients.py
https://github.com/google/grr/blob/5cef4e8e2f0d5df43ea4877e9c798e0bf60bfe74/grr/server/grr_response_server/databases/mysql_clients.py#L440-L479
def MultiReadClientFullInfo(self, client_ids, min_last_ping=None, cursor=None): """Reads full client information for a list of clients.""" if not client_ids: return {} query = ( "SELECT " "c.client_id, c.fleetspeak_enabled, c.certificate, " "UNIX_...
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Reads full client information for a list of clients.
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python
train
bennylope/pygeocodio
geocodio/client.py
https://github.com/bennylope/pygeocodio/blob/4c33d3d34f6b63d4b8fe85fe571ae02b9f67d6c3/geocodio/client.py#L242-L254
def batch_reverse(self, points, **kwargs): """ Method for identifying the addresses from a list of lat/lng tuples """ fields = ",".join(kwargs.pop("fields", [])) response = self._req( "post", verb="reverse", params={"fields": fields}, data=json_points(points) ...
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Method for identifying the addresses from a list of lat/lng tuples
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python
train
maas/python-libmaas
maas/client/viscera/sshkeys.py
https://github.com/maas/python-libmaas/blob/4092c68ef7fb1753efc843569848e2bcc3415002/maas/client/viscera/sshkeys.py#L25-L34
async def create(cls, key: str): """ Create an SSH key in MAAS with the content in `key`. :param key: The content of the SSH key :type key: `str` :returns: The created SSH key :rtype: `SSHKey` """ return cls._object(await cls._handler.create(key=key))
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Create an SSH key in MAAS with the content in `key`. :param key: The content of the SSH key :type key: `str` :returns: The created SSH key :rtype: `SSHKey`
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python
train
inasafe/inasafe
safe/definitions/earthquake.py
https://github.com/inasafe/inasafe/blob/831d60abba919f6d481dc94a8d988cc205130724/safe/definitions/earthquake.py#L300-L354
def erf(z): """Approximation to ERF. :param z: Input array or scalar to perform erf on. :type z: numpy.ndarray, float :returns: The approximate error. :rtype: numpy.ndarray, float Note: from: http://www.cs.princeton.edu/introcs/21function/ErrorFunction.java.html Implem...
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Approximation to ERF. :param z: Input array or scalar to perform erf on. :type z: numpy.ndarray, float :returns: The approximate error. :rtype: numpy.ndarray, float Note: from: http://www.cs.princeton.edu/introcs/21function/ErrorFunction.java.html Implements the Gauss erro...
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python
train
mikedh/trimesh
trimesh/ray/ray_pyembree.py
https://github.com/mikedh/trimesh/blob/25e059bf6d4caa74f62ffd58ce4f61a90ee4e518/trimesh/ray/ray_pyembree.py#L254-L274
def intersects_any(self, ray_origins, ray_directions): """ Check if a list of rays hits the surface. Parameters ---------- ray_origins: (n,3) float, origins of rays ray_directions: (n,3) float, direction (vector) of rays ...
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Check if a list of rays hits the surface. Parameters ---------- ray_origins: (n,3) float, origins of rays ray_directions: (n,3) float, direction (vector) of rays Returns ---------- hit: (n,) bool, did each ray hit the surface
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python
train
inspirehep/harvesting-kit
harvestingkit/utils.py
https://github.com/inspirehep/harvesting-kit/blob/33a7f8aa9dade1d863110c6d8b27dfd955cb471f/harvestingkit/utils.py#L189-L210
def add_nations_field(authors_subfields): """Add correct nations field according to mapping in NATIONS_DEFAULT_MAP.""" from .config import NATIONS_DEFAULT_MAP result = [] for field in authors_subfields: if field[0] == 'v': values = [x.replace('.', '') for x in field[1].split(', ')] ...
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Add correct nations field according to mapping in NATIONS_DEFAULT_MAP.
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python
valid
msmbuilder/msmbuilder
msmbuilder/cluster/agglomerative.py
https://github.com/msmbuilder/msmbuilder/blob/556a93a170782f47be53f4a1e9d740fb1c8272b3/msmbuilder/cluster/agglomerative.py#L165-L232
def fit(self, X, y=None): """ Compute agglomerative clustering. Parameters ---------- X : array-like, shape=(n_samples, n_features) Returns ------- self """ if self.max_landmarks is not None: if self.n_clusters > self.n_landm...
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Compute agglomerative clustering. Parameters ---------- X : array-like, shape=(n_samples, n_features) Returns ------- self
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python
train
koszullab/metaTOR
metator/scripts/hicstuff.py
https://github.com/koszullab/metaTOR/blob/0c1203d1dffedfa5ea380c0335b4baa9cfb7e89a/metator/scripts/hicstuff.py#L479-L489
def GC_partial(portion): """Manually compute GC content percentage in a DNA string, taking ambiguous values into account (according to standard IUPAC notation). """ sequence_count = collections.Counter(portion) gc = ((sum([sequence_count[i] for i in 'gGcCsS']) + sum([sequence_count[i] for...
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Manually compute GC content percentage in a DNA string, taking ambiguous values into account (according to standard IUPAC notation).
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python
train
pvlib/pvlib-python
pvlib/pvsystem.py
https://github.com/pvlib/pvlib-python/blob/2e844a595b820b43d1170269781fa66bd0ccc8a3/pvlib/pvsystem.py#L2467-L2552
def i_from_v(resistance_shunt, resistance_series, nNsVth, voltage, saturation_current, photocurrent, method='lambertw'): ''' Device current at the given device voltage for the single diode model. Uses the single diode model (SDM) as described in, e.g., Jain and Kapoor 2004 [1]. The so...
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Device current at the given device voltage for the single diode model. Uses the single diode model (SDM) as described in, e.g., Jain and Kapoor 2004 [1]. The solution is per Eq 2 of [1] except when resistance_series=0, in which case the explict solution for current is used. Ideal device parameter...
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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#L2378-L2389
def resume(self, uuid): """ Resume a kvm domain by uuid :param uuid: uuid of the kvm container (same as the used in create) :return: """ args = { 'uuid': uuid, } self._domain_action_chk.check(args) self._client.sync('kvm.resume', args)
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Resume a kvm domain by uuid :param uuid: uuid of the kvm container (same as the used in create) :return:
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python
train
mitsei/dlkit
dlkit/json_/repository/sessions.py
https://github.com/mitsei/dlkit/blob/445f968a175d61c8d92c0f617a3c17dc1dc7c584/dlkit/json_/repository/sessions.py#L5601-L5620
def is_child_of_repository(self, id_, repository_id): """Tests if a node is a direct child of another. arg: id (osid.id.Id): an ``Id`` arg: repository_id (osid.id.Id): the ``Id`` of a repository return: (boolean) - ``true`` if the ``id`` is a child of ``repository_...
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Tests if a node is a direct child of another. arg: id (osid.id.Id): an ``Id`` arg: repository_id (osid.id.Id): the ``Id`` of a repository return: (boolean) - ``true`` if the ``id`` is a child of ``repository_id,`` ``false`` otherwise raise: NotFound - ``repositor...
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python
train
broadinstitute/fiss
firecloud/fiss.py
https://github.com/broadinstitute/fiss/blob/dddf91547479506dbbafb69ec84d44dcc4a94ab4/firecloud/fiss.py#L395-L404
def meth_new(args): """ Submit a new workflow (or update) to the methods repository. """ r = fapi.update_repository_method(args.namespace, args.method, args.synopsis, args.wdl, args.doc, args.comment) fapi._check_response_code(r, 20...
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Submit a new workflow (or update) to the methods repository.
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python
train
dereneaton/ipyrad
ipyrad/analysis/baba.py
https://github.com/dereneaton/ipyrad/blob/5eeb8a178160f45faf71bf47cec4abe998a575d1/ipyrad/analysis/baba.py#L200-L282
def plot(self, show_test_labels=True, use_edge_lengths=True, collapse_outgroup=False, pct_tree_x=0.5, pct_tree_y=0.2, subset_tests=None, #toytree_kwargs=None, *args, **kwargs): """ Draw a multi-panel figure with tree...
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Draw a multi-panel figure with tree, tests, and results Parameters: ----------- height: int ... width: int ... show_test_labels: bool ... use_edge_lengths: bool ... collapse_outgroups: bool ... pct_tre...
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python
valid
DMSC-Instrument-Data/lewis
src/lewis/devices/__init__.py
https://github.com/DMSC-Instrument-Data/lewis/blob/931d96b8c761550a6a58f6e61e202690db04233a/src/lewis/devices/__init__.py#L177-L191
def _override_data(self, overrides): """ This method overrides data members of the class, but does not allow for adding new members. :param overrides: Dict with data overrides. """ if overrides is not None: for name, val in overrides.items(): self.log...
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This method overrides data members of the class, but does not allow for adding new members. :param overrides: Dict with data overrides.
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python
train
DerwenAI/pytextrank
pytextrank/pytextrank.py
https://github.com/DerwenAI/pytextrank/blob/181ea41375d29922eb96768cf6550e57a77a0c95/pytextrank/pytextrank.py#L315-L328
def write_dot (graph, ranks, path="graph.dot"): """ output the graph in Dot file format """ dot = Digraph() for node in graph.nodes(): dot.node(node, "%s %0.3f" % (node, ranks[node])) for edge in graph.edges(): dot.edge(edge[0], edge[1], constraint="false") with open(path,...
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output the graph in Dot file format
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python
valid
Miserlou/Zappa
zappa/cli.py
https://github.com/Miserlou/Zappa/blob/3ccf7490a8d8b8fa74a61ee39bf44234f3567739/zappa/cli.py#L1141-L1151
def update_cognito_triggers(self): """ Update any cognito triggers """ if self.cognito: user_pool = self.cognito.get('user_pool') triggers = self.cognito.get('triggers', []) lambda_configs = set() for trigger in triggers: la...
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Update any cognito triggers
[ "Update", "any", "cognito", "triggers" ]
python
train
PGower/PyCanvas
pycanvas/apis/appointment_groups.py
https://github.com/PGower/PyCanvas/blob/68520005382b440a1e462f9df369f54d364e21e8/pycanvas/apis/appointment_groups.py#L341-L359
def get_next_appointment(self, appointment_group_ids=None): """ Get next appointment. Return the next appointment available to sign up for. The appointment is returned in a one-element array. If no future appointments are available, an empty array is returned. """...
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Get next appointment. Return the next appointment available to sign up for. The appointment is returned in a one-element array. If no future appointments are available, an empty array is returned.
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python
train
quantmind/pulsar
pulsar/async/clients.py
https://github.com/quantmind/pulsar/blob/fee44e871954aa6ca36d00bb5a3739abfdb89b26/pulsar/async/clients.py#L180-L188
def close(self, discard=False): '''Close this pool connection by releasing the underlying :attr:`connection` back to the :attr:`pool`. ''' if self.pool is not None: self.pool._put(self.connection, discard) self.pool = None conn, self.connection = self....
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Close this pool connection by releasing the underlying :attr:`connection` back to the :attr:`pool`.
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python
train
flashingpumpkin/django-socialregistration
socialregistration/views.py
https://github.com/flashingpumpkin/django-socialregistration/blob/9da9fb83c9bf79997ff81fe1378ab5ca3074b32b/socialregistration/views.py#L202-L218
def post(self, request): """ Create a client, store it in the user's session and redirect the user to the API provider to authorize our app and permissions. """ request.session['next'] = self.get_next(request) client = self.get_client()() request.session[self.get_...
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Create a client, store it in the user's session and redirect the user to the API provider to authorize our app and permissions.
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python
train
rosshamish/catanlog
catanlog.py
https://github.com/rosshamish/catanlog/blob/6f204920d9b67fd53fc6ff6a1c7b6a756b009bf0/catanlog.py#L51-L57
def _log(self, content): """ Write a string to the log """ self._buffer += content if self._auto_flush: self.flush()
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Write a string to the log
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python
train
saltstack/salt
salt/runners/manage.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/runners/manage.py#L341-L364
def joined(subset=None, show_ip=False, show_ipv4=None): ''' .. versionadded:: 2015.8.0 .. versionchanged:: 2019.2.0 The 'show_ipv4' argument has been renamed to 'show_ip' as it now includes IPv6 addresses for IPv6-connected minions. Print a list of all minions that are up according to S...
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.. versionadded:: 2015.8.0 .. versionchanged:: 2019.2.0 The 'show_ipv4' argument has been renamed to 'show_ip' as it now includes IPv6 addresses for IPv6-connected minions. Print a list of all minions that are up according to Salt's presence detection (no commands will be sent to minions) ...
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python
train
orangain/scrapy-s3pipeline
s3pipeline/pipelines.py
https://github.com/orangain/scrapy-s3pipeline/blob/6301a3a057da6407b04a09c717498026f88706a4/s3pipeline/pipelines.py#L104-L125
def _make_fileobj(self): """ Build file object from items. """ bio = BytesIO() f = gzip.GzipFile(mode='wb', fileobj=bio) if self.use_gzip else bio # Build file object using ItemExporter exporter = JsonLinesItemExporter(f) exporter.start_exporting() ...
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Build file object from items.
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python
test
rchatterjee/pwmodels
src/pwmodel/models.py
https://github.com/rchatterjee/pwmodels/blob/e277411f8ebaf4ad1c208d2b035b4b68f7471517/src/pwmodel/models.py#L441-L444
def normalize(pw): """ Lower case, and change the symbols to closest characters""" pw_lower = pw.lower() return ''.join(helper.L33T.get(c, c) for c in pw_lower)
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Lower case, and change the symbols to closest characters
[ "Lower", "case", "and", "change", "the", "symbols", "to", "closest", "characters" ]
python
train
roclark/sportsreference
sportsreference/ncaab/boxscore.py
https://github.com/roclark/sportsreference/blob/ea0bae432be76450e137671d2998eb38f962dffd/sportsreference/ncaab/boxscore.py#L1744-L1791
def _get_team_names(self, game): """ Find the names and abbreviations for both teams in a game. Using the HTML contents in a boxscore, find the name and abbreviation for both teams and determine wether or not this is a matchup between two Division-I teams. Parameters ...
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Find the names and abbreviations for both teams in a game. Using the HTML contents in a boxscore, find the name and abbreviation for both teams and determine wether or not this is a matchup between two Division-I teams. Parameters ---------- game : PyQuery object ...
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python
train
PmagPy/PmagPy
dialogs/drop_down_menus2.py
https://github.com/PmagPy/PmagPy/blob/c7984f8809bf40fe112e53dcc311a33293b62d0b/dialogs/drop_down_menus2.py#L126-L138
def add_method_drop_down(self, col_number, col_label): """ Add drop-down-menu options for magic_method_codes columns """ if self.data_type == 'age': method_list = vocab.age_methods elif '++' in col_label: method_list = vocab.pmag_methods elif self....
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Add drop-down-menu options for magic_method_codes columns
[ "Add", "drop", "-", "down", "-", "menu", "options", "for", "magic_method_codes", "columns" ]
python
train
apache/spark
python/pyspark/mllib/clustering.py
https://github.com/apache/spark/blob/618d6bff71073c8c93501ab7392c3cc579730f0b/python/pyspark/mllib/clustering.py#L976-L989
def load(cls, sc, path): """Load the LDAModel from disk. :param sc: SparkContext. :param path: Path to where the model is stored. """ if not isinstance(sc, SparkContext): raise TypeError("sc should be a SparkContext, got type %s" % type(sc)) ...
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Load the LDAModel from disk. :param sc: SparkContext. :param path: Path to where the model is stored.
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python
train
flowersteam/explauto
explauto/models/dataset.py
https://github.com/flowersteam/explauto/blob/cf0f81ecb9f6412f7276a95bd27359000e1e26b6/explauto/models/dataset.py#L73-L78
def _build_tree(self): """Build the KDTree for the observed data """ if not self.nn_ready: self.kdtree = scipy.spatial.cKDTree(self.data) self.nn_ready = True
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Build the KDTree for the observed data
[ "Build", "the", "KDTree", "for", "the", "observed", "data" ]
python
train
Kortemme-Lab/klab
klab/stats/dataframe.py
https://github.com/Kortemme-Lab/klab/blob/6d410ad08f1bd9f7cbbb28d7d946e94fbaaa2b6b/klab/stats/dataframe.py#L236-L255
def get_series_names(self, column_indices = [], column_names = []): '''Returns the series' names corresponding to column_indices and column_names. "names" here are: - strings for single-indexed dataframes; or - tuples for multi-indexed dataframes. If both param...
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Returns the series' names corresponding to column_indices and column_names. "names" here are: - strings for single-indexed dataframes; or - tuples for multi-indexed dataframes. If both parameters are empty then all column names are returned.
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python
train
glitchassassin/lackey
lackey/PlatformManagerDarwin.py
https://github.com/glitchassassin/lackey/blob/7adadfacd7f45d81186710be992f5668b15399fe/lackey/PlatformManagerDarwin.py#L354-L357
def _get_window_list(self): """ Returns a dictionary of details about open windows """ window_list = Quartz.CGWindowListCopyWindowInfo(Quartz.kCGWindowListExcludeDesktopElements, Quartz.kCGNullWindowID) return window_list
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Returns a dictionary of details about open windows
[ "Returns", "a", "dictionary", "of", "details", "about", "open", "windows" ]
python
train
ejeschke/ginga
ginga/util/wcsmod/common.py
https://github.com/ejeschke/ginga/blob/a78c893ec6f37a837de851947e9bb4625c597915/ginga/util/wcsmod/common.py#L291-L307
def fix_bad_headers(self): """ Fix up bad headers that cause problems for the wrapped WCS module. Subclass can override this method to fix up issues with the header for problem FITS files. """ # WCSLIB doesn't like "nonstandard" units unit = self.header.g...
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Fix up bad headers that cause problems for the wrapped WCS module. Subclass can override this method to fix up issues with the header for problem FITS files.
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python
train
openstack/networking-cisco
networking_cisco/plugins/cisco/db/l3/ha_db.py
https://github.com/openstack/networking-cisco/blob/aa58a30aec25b86f9aa5952b0863045975debfa9/networking_cisco/plugins/cisco/db/l3/ha_db.py#L202-L232
def _ensure_create_ha_compliant(self, router, router_type): """To be called in create_router() BEFORE router is created in DB.""" details = router.pop(ha.DETAILS, {}) if details == ATTR_NOT_SPECIFIED: details = {} res = {ha.ENABLED: router.pop(ha.ENABLED, ATTR_NOT_SPECIFIED),...
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To be called in create_router() BEFORE router is created in DB.
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python
train
dnephin/PyStaticConfiguration
staticconf/validation.py
https://github.com/dnephin/PyStaticConfiguration/blob/229733270bc0dc0d9690ba850dbfb470e535c212/staticconf/validation.py#L90-L101
def _validate_iterable(iterable_type, value): """Convert the iterable to iterable_type, or raise a Configuration exception. """ if isinstance(value, six.string_types): msg = "Invalid iterable of type(%s): %s" raise ValidationError(msg % (type(value), value)) try: return iter...
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Convert the iterable to iterable_type, or raise a Configuration exception.
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python
train
mcs07/ChemDataExtractor
chemdataextractor/nlp/corpus.py
https://github.com/mcs07/ChemDataExtractor/blob/349a3bea965f2073141d62043b89319222e46af1/chemdataextractor/nlp/corpus.py#L60-L69
def _make_bound_method(func, self): """Magic for creating bound methods (used for _unload).""" class Foo(object): def meth(self): pass f = Foo() bound_method = type(f.meth) try: return bound_method(func, self, self.__class__) except TypeError: # python3 return bound_metho...
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Magic for creating bound methods (used for _unload).
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python
train
trustar/trustar-python
trustar/indicator_client.py
https://github.com/trustar/trustar-python/blob/707d51adc58d68aed7de12a4ca37949cb75cf122/trustar/indicator_client.py#L209-L253
def search_indicators_page(self, search_term=None, enclave_ids=None, from_time=None, to_time=None, indicator_types=None, tags=None, ex...
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Search for indicators containing a search term. :param str search_term: The term to search for. If empty, no search term will be applied. Otherwise, must be at least 3 characters. :param list(str) enclave_ids: list of enclave ids used to restrict to indicators found in reports in specific...
[ "Search", "for", "indicators", "containing", "a", "search", "term", "." ]
python
train
ForensicArtifacts/artifacts
tools/validator.py
https://github.com/ForensicArtifacts/artifacts/blob/044a63bfb4448af33d085c69066c80f9505ae7ca/tools/validator.py#L303-L379
def CheckFile(self, filename): """Validates the artifacts definition in a specific file. Args: filename (str): name of the artifacts definition file. Returns: bool: True if the file contains valid artifacts definitions. """ result = True artifact_reader = reader.YamlArtifactsReader...
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Validates the artifacts definition in a specific file. Args: filename (str): name of the artifacts definition file. Returns: bool: True if the file contains valid artifacts definitions.
[ "Validates", "the", "artifacts", "definition", "in", "a", "specific", "file", "." ]
python
train
Othernet-Project/bottle-fdsend
fdsend/rangewrapper.py
https://github.com/Othernet-Project/bottle-fdsend/blob/5ff27e605e8cf878e24c71c1446dcf5c8caf4898/fdsend/rangewrapper.py#L44-L58
def force_seek(fd, offset, chunk=CHUNK): """ Force adjustment of read cursort to specified offset This function takes a file descriptor ``fd`` and tries to seek to position specified by ``offset`` argument. If the descriptor does not support the ``seek()`` method, it will fall back to ``emulate_seek()`...
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Force adjustment of read cursort to specified offset This function takes a file descriptor ``fd`` and tries to seek to position specified by ``offset`` argument. If the descriptor does not support the ``seek()`` method, it will fall back to ``emulate_seek()``. The optional ``chunk`` argument can be us...
[ "Force", "adjustment", "of", "read", "cursort", "to", "specified", "offset" ]
python
train
geronimp/graftM
graftm/pplacer.py
https://github.com/geronimp/graftM/blob/c82576517290167f605fd0bc4facd009cee29f48/graftm/pplacer.py#L145-L244
def place(self, reverse_pipe, seqs_list, resolve_placements, files, args, slash_endings, tax_descr, clusterer): ''' placement - This is the placement pipeline in GraftM, in aligned reads are placed into phylogenetic trees, and the results interpreted. ...
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placement - This is the placement pipeline in GraftM, in aligned reads are placed into phylogenetic trees, and the results interpreted. If reverse reads are used, this is where the comparisons are made between placements, for the summary tables to be build in ...
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python
train
KelSolaar/Umbra
umbra/reporter.py
https://github.com/KelSolaar/Umbra/blob/66f45f08d9d723787f1191989f8b0dda84b412ce/umbra/reporter.py#L687-L712
def report_exception_to_crittercism(self, *args): """ Reports given exception to Crittercism. :param \*args: Arguments. :type \*args: \* :return: Method success. :rtype: bool """ if foundations.common.is_internet_available(): cls, instance, t...
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Reports given exception to Crittercism. :param \*args: Arguments. :type \*args: \* :return: Method success. :rtype: bool
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python
train
orbingol/NURBS-Python
geomdl/_utilities.py
https://github.com/orbingol/NURBS-Python/blob/b1c6a8b51cf143ff58761438e93ba6baef470627/geomdl/_utilities.py#L46-L54
def pool_context(*args, **kwargs): """ Context manager for multiprocessing.Pool class (for compatibility with Python 2.7.x) """ pool = Pool(*args, **kwargs) try: yield pool except Exception as e: raise e finally: pool.terminate()
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Context manager for multiprocessing.Pool class (for compatibility with Python 2.7.x)
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python
train
Clinical-Genomics/scout
scout/server/blueprints/variants/views.py
https://github.com/Clinical-Genomics/scout/blob/90a551e2e1653a319e654c2405c2866f93d0ebb9/scout/server/blueprints/variants/views.py#L312-L364
def variant_update(institute_id, case_name, variant_id): """Update user-defined information about a variant: manual rank & ACMG.""" institute_obj, case_obj = institute_and_case(store, institute_id, case_name) variant_obj = store.variant(variant_id) user_obj = store.user(current_user.email) link = re...
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Update user-defined information about a variant: manual rank & ACMG.
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python
test
treycucco/bidon
bidon/util/terminal.py
https://github.com/treycucco/bidon/blob/d9f24596841d0e69e8ac70a1d1a1deecea95e340/bidon/util/terminal.py#L86-L88
def ratio_and_percentage(current, total, time_remaining): """Returns the progress ratio and percentage.""" return "{} / {} ({}% completed)".format(current, total, int(current / total * 100))
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Returns the progress ratio and percentage.
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python
train
DEIB-GECO/PyGMQL
gmql/dataset/GMQLDataset.py
https://github.com/DEIB-GECO/PyGMQL/blob/e58b2f9402a86056dcda484a32e3de0bb06ed991/gmql/dataset/GMQLDataset.py#L678-L692
def summit_cover(self, minAcc, maxAcc, groupBy=None, new_reg_fields=None): """ *Wrapper of* ``COVER`` Variant of the function :meth:`~.cover` that returns only those portions of the COVER result where the maximum number of regions overlap (this is done by returning only regions ...
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*Wrapper of* ``COVER`` Variant of the function :meth:`~.cover` that returns only those portions of the COVER result where the maximum number of regions overlap (this is done by returning only regions that start from a position after which the number of overlaps does not increase, and s...
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python
train
fabioz/PyDev.Debugger
pydevd_attach_to_process/winappdbg/thread.py
https://github.com/fabioz/PyDev.Debugger/blob/ed9c4307662a5593b8a7f1f3389ecd0e79b8c503/pydevd_attach_to_process/winappdbg/thread.py#L364-L385
def kill(self, dwExitCode = 0): """ Terminates the thread execution. @note: If the C{lpInjectedMemory} member contains a valid pointer, the memory is freed. @type dwExitCode: int @param dwExitCode: (Optional) Thread exit code. """ hThread = self.get_han...
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Terminates the thread execution. @note: If the C{lpInjectedMemory} member contains a valid pointer, the memory is freed. @type dwExitCode: int @param dwExitCode: (Optional) Thread exit code.
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python
train
PMEAL/OpenPNM
openpnm/utils/misc.py
https://github.com/PMEAL/OpenPNM/blob/0547b5724ffedc0a593aae48639d36fe10e0baed/openpnm/utils/misc.py#L313-L356
def models_to_table(obj, params=True): r""" Converts a ModelsDict object to a ReST compatible table Parameters ---------- obj : OpenPNM object Any object that has a ``models`` attribute params : boolean Indicates whether or not to include a list of parameter values in t...
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r""" Converts a ModelsDict object to a ReST compatible table Parameters ---------- obj : OpenPNM object Any object that has a ``models`` attribute params : boolean Indicates whether or not to include a list of parameter values in the table. Set to False for just a list of ...
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python
train
moderngl/moderngl
moderngl/context.py
https://github.com/moderngl/moderngl/blob/a8f5dce8dc72ae84a2f9523887fb5f6b620049b9/moderngl/context.py#L1072-L1089
def core_profile_check(self) -> None: ''' Core profile check. FOR DEBUG PURPOSES ONLY ''' profile_mask = self.info['GL_CONTEXT_PROFILE_MASK'] if profile_mask != 1: warnings.warn('The window should request a CORE OpenGL profile') version_code...
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Core profile check. FOR DEBUG PURPOSES ONLY
[ "Core", "profile", "check", "." ]
python
train
PSPC-SPAC-buyandsell/von_anchor
von_anchor/anchor/base.py
https://github.com/PSPC-SPAC-buyandsell/von_anchor/blob/78ac1de67be42a676274f4bf71fe12f66e72f309/von_anchor/anchor/base.py#L461-L490
async def _submit(self, req_json: str) -> str: """ Submit (json) request to ledger; return (json) result. Raise AbsentPool for no pool, ClosedPool if pool is not yet open, or BadLedgerTxn on failure. :param req_json: json of request to sign and submit :return: json response ...
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Submit (json) request to ledger; return (json) result. Raise AbsentPool for no pool, ClosedPool if pool is not yet open, or BadLedgerTxn on failure. :param req_json: json of request to sign and submit :return: json response
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python
train
RJT1990/pyflux
pyflux/garch/garch.py
https://github.com/RJT1990/pyflux/blob/297f2afc2095acd97c12e827dd500e8ea5da0c0f/pyflux/garch/garch.py#L529-L577
def predict_is(self, h=5, fit_once=True, fit_method='MLE', intervals=False, **kwargs): """ Makes dynamic in-sample predictions with the estimated model Parameters ---------- h : int (default : 5) How many steps would you like to forecast? fit_once : boolean ...
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Makes dynamic in-sample predictions with the estimated model Parameters ---------- h : int (default : 5) How many steps would you like to forecast? fit_once : boolean (default: True) Fits only once before the in-sample prediction; if False, fits after every new ...
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python
train
PX4/pyulog
pyulog/ulog2kml.py
https://github.com/PX4/pyulog/blob/3bc4f9338d30e2e0a0dfbed58f54d200967e5056/pyulog/ulog2kml.py#L120-L140
def _kml_add_camera_triggers(kml, ulog, camera_trigger_topic_name, altitude_offset): """ Add camera trigger points to the map """ data = ulog.data_list topic_instance = 0 cur_dataset = [elem for elem in data if elem.name == camera_trigger_topic_name and elem.multi_id == topi...
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Add camera trigger points to the map
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python
train
Kraymer/high
high/__init__.py
https://github.com/Kraymer/high/blob/11bb86733875ec708264ffb92bf5ef09a9d2f08c/high/__init__.py#L37-L54
def contacts(github, logins): """Extract public contact info from users. """ printmp('Fetching contacts') users = [github.user(login).as_dict() for login in logins] mails = set() blogs = set() for user in users: contact = user.get('name', 'login') if user['email']: ...
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Extract public contact info from users.
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python
train
django-danceschool/django-danceschool
danceschool/core/views.py
https://github.com/django-danceschool/django-danceschool/blob/bb08cbf39017a812a5a94bdb4ea34170bf1a30ba/danceschool/core/views.py#L611-L652
def get_form_kwargs(self, **kwargs): ''' Get the list of recent months and recent series to pass to the form ''' numMonths = 12 lastStart = ( Event.objects.annotate(Min('eventoccurrence__startTime')) .order_by('-eventoccurrence__startTime__min') ...
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Get the list of recent months and recent series to pass to the form
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python
train
openego/ding0
ding0/core/__init__.py
https://github.com/openego/ding0/blob/e2d6528f96255e4bb22ba15514a4f1883564ed5d/ding0/core/__init__.py#L106-L268
def run_ding0(self, session, mv_grid_districts_no=None, debug=False, export_figures=False): """ Let DING0 run by shouting at this method (or just call it from NetworkDing0 instance). This method is a wrapper for the main functionality of DING0. Parameters ---------- ...
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Let DING0 run by shouting at this method (or just call it from NetworkDing0 instance). This method is a wrapper for the main functionality of DING0. Parameters ---------- session : sqlalchemy.orm.session.Session Database session mv_grid_districts_no :...
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python
train
rigetti/pyquil
pyquil/quil.py
https://github.com/rigetti/pyquil/blob/ec98e453084b0037d69d8c3245f6822a5422593d/pyquil/quil.py#L1002-L1021
def percolate_declares(program: Program) -> Program: """ Move all the DECLARE statements to the top of the program. Return a fresh obejct. :param program: Perhaps jumbled program. :return: Program with DECLAREs all at the top and otherwise the same sorted contents. """ declare_program = Program...
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Move all the DECLARE statements to the top of the program. Return a fresh obejct. :param program: Perhaps jumbled program. :return: Program with DECLAREs all at the top and otherwise the same sorted contents.
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python
train
rbuffat/pyepw
pyepw/epw.py
https://github.com/rbuffat/pyepw/blob/373d4d3c8386c8d35789f086ac5f6018c2711745/pyepw/epw.py#L5968-L5998
def dew_point_temperature(self, value=99.9): """Corresponds to IDD Field `dew_point_temperature` Args: value (float): value for IDD Field `dew_point_temperature` Unit: C value > -70.0 value < 70.0 Missing value: 99.9 ...
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Corresponds to IDD Field `dew_point_temperature` Args: value (float): value for IDD Field `dew_point_temperature` Unit: C value > -70.0 value < 70.0 Missing value: 99.9 if `value` is None it will not be checked against ...
[ "Corresponds", "to", "IDD", "Field", "dew_point_temperature" ]
python
train
saeschdivara/ArangoPy
arangodb/query/simple.py
https://github.com/saeschdivara/ArangoPy/blob/b924cc57bed71520fc2ef528b917daeb98e10eca/arangodb/query/simple.py#L281-L310
def range(cls, collection, attribute, left, right, closed, index_id, skip=None, limit=None): """ This will find all documents within a given range. In order to execute a range query, a skip-list index on the queried attribute must be present. :param collection Collection ins...
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This will find all documents within a given range. In order to execute a range query, a skip-list index on the queried attribute must be present. :param collection Collection instance :param attribute The attribute path to check :param left The lower bound :p...
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python
train
Jajcus/pyxmpp2
pyxmpp2/ext/register.py
https://github.com/Jajcus/pyxmpp2/blob/14a40a3950910a9cd008b55f0d8905aa0186ce18/pyxmpp2/ext/register.py#L175-L198
def complete_xml_element(self, xmlnode, doc): """Complete the XML node with `self` content. :Parameters: - `xmlnode`: XML node with the element being built. It has already right name and namespace, but no attributes or content. - `doc`: document to which the elemen...
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Complete the XML node with `self` content. :Parameters: - `xmlnode`: XML node with the element being built. It has already right name and namespace, but no attributes or content. - `doc`: document to which the element belongs. :Types: - `xmlnode`: `libx...
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python
valid
iotile/coretools
iotilesensorgraph/iotile/sg/scripts/iotile_sgrun.py
https://github.com/iotile/coretools/blob/2d794f5f1346b841b0dcd16c9d284e9bf2f3c6ec/iotilesensorgraph/iotile/sg/scripts/iotile_sgrun.py#L77-L114
def process_mock_rpc(input_string): """Process a mock RPC argument. Args: input_string (str): The input string that should be in the format <slot id>:<rpc id> = value """ spec, equals, value = input_string.partition(u'=') if len(equals) == 0: print("Could not parse moc...
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Process a mock RPC argument. Args: input_string (str): The input string that should be in the format <slot id>:<rpc id> = value
[ "Process", "a", "mock", "RPC", "argument", "." ]
python
train
pymc-devs/pymc
pymc/distributions.py
https://github.com/pymc-devs/pymc/blob/c6e530210bff4c0d7189b35b2c971bc53f93f7cd/pymc/distributions.py#L2365-L2404
def rtruncated_poisson(mu, k, size=None): """ Random truncated Poisson variates with minimum value k, generated using rejection sampling. """ # Calculate m try: m = max(0, np.floor(k - mu)) except (TypeError, ValueError): # More than one mu return np.array([rtruncate...
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Random truncated Poisson variates with minimum value k, generated using rejection sampling.
[ "Random", "truncated", "Poisson", "variates", "with", "minimum", "value", "k", "generated", "using", "rejection", "sampling", "." ]
python
train
SylvanasSun/python-common-cache
common_cache/__init__.py
https://github.com/SylvanasSun/python-common-cache/blob/f113eb3cd751eed5ab5373e8610a31a444220cf8/common_cache/__init__.py#L521-L534
def set_capacity(self, new_capacity, only_read=False): """ >>> cache = Cache(log_level=logging.WARNING) >>> cache.set_capacity(100) >>> cache.capacity 100 >>> cache.set_capacity('haha') >>> cache.capacity 100 """ if not isinstance(new_capac...
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>>> cache = Cache(log_level=logging.WARNING) >>> cache.set_capacity(100) >>> cache.capacity 100 >>> cache.set_capacity('haha') >>> cache.capacity 100
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python
train
rraadd88/rohan
rohan/dandage/io_strs.py
https://github.com/rraadd88/rohan/blob/b0643a3582a2fffc0165ace69fb80880d92bfb10/rohan/dandage/io_strs.py#L174-L181
def get_time(): """ Gets current time in a form of a formated string. Used in logger function. """ import datetime time=make_pathable_string('%s' % datetime.datetime.now()) return time.replace('-','_').replace(':','_').replace('.','_')
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Gets current time in a form of a formated string. Used in logger function.
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python
train
facelessuser/backrefs
backrefs/uniprops/__init__.py
https://github.com/facelessuser/backrefs/blob/3b3d60f5d57b02044f880aa29c9c5add0e31a34f/backrefs/uniprops/__init__.py#L369-L380
def get_block_property(value, is_bytes=False): """Get `BLK` property.""" obj = unidata.ascii_blocks if is_bytes else unidata.unicode_blocks if value.startswith('^'): negated = value[1:] value = '^' + unidata.unicode_alias['block'].get(negated, negated) else: value = unidata.uni...
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Get `BLK` property.
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python
train
saltstack/salt
salt/modules/bcache.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/modules/bcache.py#L404-L448
def status(stats=False, config=False, internals=False, superblock=False, alldevs=False): ''' Show the full status of the BCache system and optionally all it's involved devices CLI example: .. code-block:: bash salt '*' bcache.status salt '*' bcache.status stats=True salt '*' b...
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Show the full status of the BCache system and optionally all it's involved devices CLI example: .. code-block:: bash salt '*' bcache.status salt '*' bcache.status stats=True salt '*' bcache.status internals=True alldevs=True :param stats: include statistics :param config: inc...
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python
train
kytos/kytos-utils
kytos/utils/napps.py
https://github.com/kytos/kytos-utils/blob/b4750c618d15cff75970ea6124bda4d2b9a33578/kytos/utils/napps.py#L415-L430
def create_ui_structure(cls, username, napp_name, ui_templates_path, context): """Create the ui directory structure.""" for section in ['k-info-panel', 'k-toolbar', 'k-action-menu']: os.makedirs(os.path.join(username, napp_name, 'ui', section)) templates ...
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Create the ui directory structure.
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python
train
tensorflow/tensor2tensor
tensor2tensor/layers/common_layers.py
https://github.com/tensorflow/tensor2tensor/blob/272500b6efe353aeb638d2745ed56e519462ca31/tensor2tensor/layers/common_layers.py#L660-L675
def layer_norm_compute(x, epsilon, scale, bias, layer_collection=None): """Layer norm raw computation.""" # Save these before they get converted to tensors by the casting below params = (scale, bias) epsilon, scale, bias = [cast_like(t, x) for t in [epsilon, scale, bias]] mean = tf.reduce_mean(x, axis=[-1],...
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Layer norm raw computation.
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python
train
eonpatapon/contrail-api-cli
contrail_api_cli/utils.py
https://github.com/eonpatapon/contrail-api-cli/blob/1571bf523fa054f3d6bf83dba43a224fea173a73/contrail_api_cli/utils.py#L307-L342
def format_table(rows, sep=' '): """Format table :param sep: separator between columns :type sep: unicode on python2 | str on python3 Given the table:: table = [ ['foo', 'bar', 'foo'], [1, 2, 3], ['54a5a05d-c83b-4bb5-bd95-d90d6ea4a878'], ['foo'...
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Format table :param sep: separator between columns :type sep: unicode on python2 | str on python3 Given the table:: table = [ ['foo', 'bar', 'foo'], [1, 2, 3], ['54a5a05d-c83b-4bb5-bd95-d90d6ea4a878'], ['foo', 45, 'bar', 2345] ] `format...
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python
train
buriburisuri/sugartensor
sugartensor/sg_transform.py
https://github.com/buriburisuri/sugartensor/blob/d2c039954777c7fbe3eb0c2ae40c45c9854deb40/sugartensor/sg_transform.py#L582-L620
def sg_periodic_shuffle(tensor, opt): r""" Periodic shuffle transformation for SubPixel CNN. (see [Shi et al. 2016](http://www.cv-foundation.org/openaccess/content_cvpr_2016/papers/Shi_Real-Time_Single_Image_CVPR_2016_paper.pdf) Args: tensor: A tensor (automatically given by chain). ...
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r""" Periodic shuffle transformation for SubPixel CNN. (see [Shi et al. 2016](http://www.cv-foundation.org/openaccess/content_cvpr_2016/papers/Shi_Real-Time_Single_Image_CVPR_2016_paper.pdf) Args: tensor: A tensor (automatically given by chain). opt: factor: factor to multiply s...
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python
train
chemlab/chemlab
chemlab/mviewer/api/selections.py
https://github.com/chemlab/chemlab/blob/c8730966316d101e24f39ac3b96b51282aba0abe/chemlab/mviewer/api/selections.py#L137-L150
def unhide_selected(): '''Unhide the selected objects''' hidden_state = current_representation().hidden_state selection_state = current_representation().selection_state res = {} # Take the hidden state and flip the selected atoms bits. for k in selection_state: visible = hidden_sta...
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Unhide the selected objects
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python
train
mfcloud/python-zvm-sdk
zvmsdk/volumeop.py
https://github.com/mfcloud/python-zvm-sdk/blob/de9994ceca764f5460ce51bd74237986341d8e3c/zvmsdk/volumeop.py#L565-L586
def _detach(self, fcp, assigner_id, target_wwpn, target_lun, multipath, os_version, mount_point): """Detach a volume from a guest""" LOG.info('Start to detach device from %s' % assigner_id) connections = self.fcp_mgr.decrease_fcp_usage(fcp, assigner_id) try: ...
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Detach a volume from a guest
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python
train
odlgroup/odl
odl/space/fspace.py
https://github.com/odlgroup/odl/blob/b8443f6aca90e191ba36c91d32253c5a36249a6c/odl/space/fspace.py#L638-L658
def one(self): """Function mapping anything to one.""" # See zero() for remarks def one_vec(x, out=None, **kwargs): """One function, vectorized.""" if is_valid_input_meshgrid(x, self.domain.ndim): scalar_out_shape = out_shape_from_meshgrid(x) e...
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Function mapping anything to one.
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python
train