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lablup/backend.ai-client-py
src/ai/backend/client/cli/files.py
https://github.com/lablup/backend.ai-client-py/blob/a063d774fea6f4350b89498c40d3c837ec3029a7/src/ai/backend/client/cli/files.py#L17-L35
def upload(sess_id_or_alias, files): """ Upload files to user's home folder. \b SESSID: Session ID or its alias given when creating the session. FILES: Path to upload. """ if len(files) < 1: return with Session() as session: try: print_wait('Uploading files.....
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Upload files to user's home folder. \b SESSID: Session ID or its alias given when creating the session. FILES: Path to upload.
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python
train
27.894737
dshean/pygeotools
pygeotools/lib/geolib.py
https://github.com/dshean/pygeotools/blob/5ac745717c0098d01eb293ff1fe32fd7358c76ab/pygeotools/lib/geolib.py#L331-L340
def lon360to180(lon): """Convert longitude from (0, 360) to (-180, 180) """ if np.any(lon > 360.0) or np.any(lon < 0.0): print("Warning: lon outside expected range") lon = wraplon(lon) #lon[lon > 180.0] -= 360.0 #lon180 = (lon+180) - np.floor((lon+180)/360)*360 - 180 lon = lon - ...
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Convert longitude from (0, 360) to (-180, 180)
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python
train
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WebarchivCZ/WA-KAT
src/wa_kat/templates/static/js/Lib/site-packages/components/conspect_handler.py
https://github.com/WebarchivCZ/WA-KAT/blob/16d064a3a775dc1d2713debda7847ded52dd2a06/src/wa_kat/templates/static/js/Lib/site-packages/components/conspect_handler.py#L212-L224
def show_error(cls, error=True): """ Show `error` around the conspect elements. If the `error` is ``False``, hide it. """ if error: cls.input_el.style.border = "2px solid red" cls.conspect_el.style.border = "2px solid red" cls.subconspect_el.st...
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Show `error` around the conspect elements. If the `error` is ``False``, hide it.
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python
train
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GNS3/gns3-server
gns3server/compute/qemu/qemu_vm.py
https://github.com/GNS3/gns3-server/blob/a221678448fb5d24e977ef562f81d56aacc89ab1/gns3server/compute/qemu/qemu_vm.py#L1275-L1288
def read_stdout(self): """ Reads the standard output of the QEMU process. Only use when the process has been stopped or has crashed. """ output = "" if self._stdout_file: try: with open(self._stdout_file, "rb") as file: out...
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Reads the standard output of the QEMU process. Only use when the process has been stopped or has crashed.
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python
train
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mathiasertl/django-ca
ca/django_ca/models.py
https://github.com/mathiasertl/django-ca/blob/976d7ea05276320f20daed2a6d59c8f5660fe976/ca/django_ca/models.py#L272-L274
def issuer(self): """The certificate issuer field as :py:class:`~django_ca.subject.Subject`.""" return Subject([(s.oid, s.value) for s in self.x509.issuer])
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The certificate issuer field as :py:class:`~django_ca.subject.Subject`.
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python
train
56.666667
kytos/kytos-utils
kytos/cli/commands/napps/parser.py
https://github.com/kytos/kytos-utils/blob/b4750c618d15cff75970ea6124bda4d2b9a33578/kytos/cli/commands/napps/parser.py#L57-L61
def call(subcommand, args): """Call a subcommand passing the args.""" args['<napp>'] = parse_napps(args['<napp>']) func = getattr(NAppsAPI, subcommand) func(args)
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Call a subcommand passing the args.
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python
train
34.8
SiLab-Bonn/pyBAR
pybar/daq/readout_utils.py
https://github.com/SiLab-Bonn/pyBAR/blob/5ad95bbcd41cd358825823fb78f396cfce23593e/pybar/daq/readout_utils.py#L428-L499
def interpret_pixel_data(data, dc, pixel_array, invert=True): '''Takes the pixel raw data and interprets them. This includes consistency checks and pixel/data matching. The data has to come from one double column only but can have more than one pixel bit (e.g. TDAC = 5 bit). Parameters ---------- ...
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Takes the pixel raw data and interprets them. This includes consistency checks and pixel/data matching. The data has to come from one double column only but can have more than one pixel bit (e.g. TDAC = 5 bit). Parameters ---------- data : numpy.ndarray The raw data words. dc : int ...
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python
train
51.194444
willemarcel/osmcha
osmcha/changeset.py
https://github.com/willemarcel/osmcha/blob/9a22ed11834ed20c6b91e7b5685f66880ea09350/osmcha/changeset.py#L227-L232
def get_area(self, geojson): """Read the first feature from the geojson and return it as a Polygon object. """ geojson = json.load(open(geojson, 'r')) self.area = Polygon(geojson['features'][0]['geometry']['coordinates'][0])
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Read the first feature from the geojson and return it as a Polygon object.
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python
valid
43.166667
numenta/nupic
src/nupic/swarming/hypersearch/extended_logger.py
https://github.com/numenta/nupic/blob/5922fafffdccc8812e72b3324965ad2f7d4bbdad/src/nupic/swarming/hypersearch/extended_logger.py#L47-L56
def debug(self, msg, *args, **kwargs): """ Log 'msg % args' with severity 'DEBUG'. To pass exception information, use the keyword argument exc_info with a true value, e.g. logger.debug("Houston, we have a %s", "thorny problem", exc_info=1) """ self._baseLogger.debug(self, self.getExtendedM...
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Log 'msg % args' with severity 'DEBUG'. To pass exception information, use the keyword argument exc_info with a true value, e.g. logger.debug("Houston, we have a %s", "thorny problem", exc_info=1)
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python
valid
33.6
scott-griffiths/bitstring
bitstring.py
https://github.com/scott-griffiths/bitstring/blob/ab40ae7f0b43fe223a39b63cbc0529b09f3ef653/bitstring.py#L2183-L2188
def _ilshift(self, n): """Shift bits by n to the left in place. Return self.""" assert 0 < n <= self.len self._append(Bits(n)) self._truncatestart(n) return self
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Shift bits by n to the left in place. Return self.
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python
train
32.666667
HDI-Project/ballet
ballet/util/fs.py
https://github.com/HDI-Project/ballet/blob/6f4d4b87b8234cb6bb38b9e9484a58ef8fe8fdb2/ballet/util/fs.py#L82-L110
def synctree(src, dst, onexist=None): """Recursively sync files at directory src to dst This is more or less equivalent to:: cp -n -R ${src}/ ${dst}/ If a file at the same path exists in src and dst, it is NOT overwritten in dst. Pass ``onexist`` in order to raise an error on such conditions. ...
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Recursively sync files at directory src to dst This is more or less equivalent to:: cp -n -R ${src}/ ${dst}/ If a file at the same path exists in src and dst, it is NOT overwritten in dst. Pass ``onexist`` in order to raise an error on such conditions. Args: src (path-like): source di...
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python
train
29.310345
elliterate/capybara.py
capybara/__init__.py
https://github.com/elliterate/capybara.py/blob/0c6ae449cc37e4445ec3cd6af95674533beedc6c/capybara/__init__.py#L170-L189
def current_session(): """ Returns the :class:`Session` for the current driver and app, instantiating one if needed. Returns: Session: The :class:`Session` for the current driver and app. """ driver = current_driver or default_driver session_key = "{driver}:{session}:{app}".format( ...
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Returns the :class:`Session` for the current driver and app, instantiating one if needed. Returns: Session: The :class:`Session` for the current driver and app.
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python
test
29.3
glue-viz/glue-vispy-viewers
glue_vispy_viewers/extern/vispy/gloo/preprocessor.py
https://github.com/glue-viz/glue-vispy-viewers/blob/54a4351d98c1f90dfb1a557d1b447c1f57470eea/glue_vispy_viewers/extern/vispy/gloo/preprocessor.py#L31-L61
def merge_includes(code): """Merge all includes recursively.""" pattern = '\#\s*include\s*"(?P<filename>[a-zA-Z0-9\_\-\.\/]+)"' regex = re.compile(pattern) includes = [] def replace(match): filename = match.group("filename") if filename not in includes: includes.append...
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Merge all includes recursively.
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python
train
29.322581
juju/python-libjuju
juju/application.py
https://github.com/juju/python-libjuju/blob/58f0011f4c57cd68830258952fa952eaadca6b38/juju/application.py#L104-L131
async def add_unit(self, count=1, to=None): """Add one or more units to this application. :param int count: Number of units to add :param str to: Placement directive, e.g.:: '23' - machine 23 'lxc:7' - new lxc container on machine 7 '24/lxc/3' - lxc container...
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Add one or more units to this application. :param int count: Number of units to add :param str to: Placement directive, e.g.:: '23' - machine 23 'lxc:7' - new lxc container on machine 7 '24/lxc/3' - lxc container 3 or machine 24 If None, a new machine is...
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python
train
32.642857
HEPData/hepdata-validator
hepdata_validator/__init__.py
https://github.com/HEPData/hepdata-validator/blob/d0b0cab742a009c8f0e8aac9f8c8e434a524d43c/hepdata_validator/__init__.py#L88-L96
def add_validation_message(self, message): """ Adds a message to the messages dict :param message: """ if message.file not in self.messages: self.messages[message.file] = [] self.messages[message.file].append(message)
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Adds a message to the messages dict :param message:
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python
train
30
Gandi/gandi.cli
gandi/cli/modules/forward.py
https://github.com/Gandi/gandi.cli/blob/6ee5b8fc8ec44b0a6c232043ca610606ad8f693d/gandi/cli/modules/forward.py#L47-L70
def update(cls, domain, source, dest_add, dest_del): """Update a domain mail forward destinations.""" result = None if dest_add or dest_del: current_destinations = cls.get_destinations(domain, source) fwds = current_destinations[:] if dest_add: ...
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Update a domain mail forward destinations.
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python
train
38.5
tensorflow/mesh
mesh_tensorflow/placement_mesh_impl.py
https://github.com/tensorflow/mesh/blob/3921196e5e43302e820da0a87329f25d7e2a3016/mesh_tensorflow/placement_mesh_impl.py#L185-L202
def Print(self, x, data, message, **kwargs): # pylint: disable=invalid-name """call tf.Print. Args: x: a LaidOutTensor data: a list of LaidOutTensor message: a string **kwargs: keyword arguments to tf.print Returns: a LaidOutTensor """ tf.logging.info("PlacementMeshIm...
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call tf.Print. Args: x: a LaidOutTensor data: a list of LaidOutTensor message: a string **kwargs: keyword arguments to tf.print Returns: a LaidOutTensor
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python
train
30.888889
jrabbit/hitman
hitman.py
https://github.com/jrabbit/hitman/blob/407351cb729956e2e1673d0aae741e1fa5f61b31/hitman.py#L348-L362
def directory(): """Construct hitman_dir from os name""" home = os.path.expanduser('~') if platform.system() == 'Linux': hitman_dir = os.path.join(home, '.hitman') elif platform.system() == 'Darwin': hitman_dir = os.path.join(home, 'Library', 'Application Support', ...
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Construct hitman_dir from os name
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python
train
39
tango-controls/pytango
tango/encoded_attribute.py
https://github.com/tango-controls/pytango/blob/9cf78c517c9cdc1081ff6d080a9646a740cc1d36/tango/encoded_attribute.py#L311-L355
def __EncodedAttribute_generic_encode_rgb24(self, rgb24, width=0, height=0, quality=0, format=_ImageFormat.RawImage): """Internal usage only""" if not is_seq(rgb24): raise TypeError("Expected sequence (str, numpy.ndarray, list, tuple " "or bytearray) as first argument") is_s...
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Internal usage only
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python
train
43.911111
pytroll/satpy
satpy/readers/utils.py
https://github.com/pytroll/satpy/blob/1f21d20ac686b745fb0da9b4030d139893e066dd/satpy/readers/utils.py#L105-L124
def _lonlat_from_geos_angle(x, y, geos_area): """Get lons and lats from x, y in projection coordinates.""" h = (geos_area.proj_dict['h'] + geos_area.proj_dict['a']) / 1000 b__ = (geos_area.proj_dict['a'] / geos_area.proj_dict['b']) ** 2 sd = np.sqrt((h * np.cos(x) * np.cos(y)) ** 2 - (...
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Get lons and lats from x, y in projection coordinates.
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python
train
39.15
instaloader/instaloader
instaloader/instaloadercontext.py
https://github.com/instaloader/instaloader/blob/87d877e650cd8020b04b8b51be120599a441fd5b/instaloader/instaloadercontext.py#L268-L276
def _dump_query_timestamps(self, current_time: float): """Output the number of GraphQL queries grouped by their query_hash within the last time.""" windows = [10, 11, 15, 20, 30, 60] print("GraphQL requests:", file=sys.stderr) for query_hash, times in self._graphql_query_timestamps.items...
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Output the number of GraphQL queries grouped by their query_hash within the last time.
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python
train
68.666667
CityOfZion/neo-python-core
neocore/Cryptography/ECCurve.py
https://github.com/CityOfZion/neo-python-core/blob/786c02cc2f41712d70b1f064ae3d67f86167107f/neocore/Cryptography/ECCurve.py#L864-L870
def secp256k1(): """ create the secp256k1 curve """ GFp = FiniteField(2 ** 256 - 2 ** 32 - 977) # This is P from below... aka FFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFEFFFFFC2F ec = EllipticCurve(GFp, 0, 7) return ECDSA(ec, ec.point(0x79BE667EF9DCBBAC55A062...
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create the secp256k1 curve
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python
train
68.285714
gnosis/gnosis-py
gnosis/safe/safe_service.py
https://github.com/gnosis/gnosis-py/blob/2a9a5d75a375fc9813ac04df133e6910c82f9d49/gnosis/safe/safe_service.py#L575-L588
def estimate_tx_operational_gas(self, safe_address: str, data_bytes_length: int): """ Estimates the gas for the verification of the signatures and other safe related tasks before and after executing a transaction. Calculation will be the sum of: - Base cost of 15000 gas ...
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Estimates the gas for the verification of the signatures and other safe related tasks before and after executing a transaction. Calculation will be the sum of: - Base cost of 15000 gas - 100 of gas per word of `data_bytes` - Validate the signatures 5000 * threshold (ecrecov...
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python
test
56.285714
theolind/pymysensors
mysensors/gateway_mqtt.py
https://github.com/theolind/pymysensors/blob/a139ab6e2f6b71ebaf37282f69bfd0f7fe6193b6/mysensors/gateway_mqtt.py#L34-L49
def _handle_subscription(self, topics): """Handle subscription of topics.""" if not isinstance(topics, list): topics = [topics] for topic in topics: topic_levels = topic.split('/') try: qos = int(topic_levels[-2]) except ValueError:...
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Handle subscription of topics.
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python
train
40.9375
SmokinCaterpillar/pypet
examples/example_24_large_scale_brian2_simulation/clusternet.py
https://github.com/SmokinCaterpillar/pypet/blob/97ad3e80d46dbdea02deeb98ea41f05a19565826/examples/example_24_large_scale_brian2_simulation/clusternet.py#L287-L325
def pre_build(self, traj, brian_list, network_dict): """Pre-builds the connections. Pre-build is only performed if none of the relevant parameters is explored and the relevant neuron groups exist. :param traj: Trajectory container :param brian_list: List o...
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Pre-builds the connections. Pre-build is only performed if none of the relevant parameters is explored and the relevant neuron groups exist. :param traj: Trajectory container :param brian_list: List of objects passed to BRIAN network constructor. Adds...
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python
test
26.487179
mitsei/dlkit
dlkit/json_/resource/objects.py
https://github.com/mitsei/dlkit/blob/445f968a175d61c8d92c0f617a3c17dc1dc7c584/dlkit/json_/resource/objects.py#L185-L190
def _init_map(self, record_types=None, **kwargs): """Initialize form map""" osid_objects.OsidObjectForm._init_map(self, record_types=record_types) self._my_map['assignedBinIds'] = [str(kwargs['bin_id'])] self._my_map['group'] = self._group_default self._my_map['avatarId'] = self....
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Initialize form map
[ "Initialize", "form", "map" ]
python
train
55
widdowquinn/pyani
pyani/pyani_tools.py
https://github.com/widdowquinn/pyani/blob/2b24ec971401e04024bba896e4011984fe3f53f0/pyani/pyani_tools.py#L33-L37
def add_tot_length(self, qname, sname, value, sym=True): """Add a total length value to self.alignment_lengths.""" self.alignment_lengths.loc[qname, sname] = value if sym: self.alignment_lengths.loc[sname, qname] = value
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Add a total length value to self.alignment_lengths.
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python
train
50.4
GNS3/gns3-server
gns3server/compute/docker/__init__.py
https://github.com/GNS3/gns3-server/blob/a221678448fb5d24e977ef562f81d56aacc89ab1/gns3server/compute/docker/__init__.py#L117-L167
def http_query(self, method, path, data={}, params={}, timeout=300): """ Make a query to the docker daemon :param method: HTTP method :param path: Endpoint in API :param data: Dictionnary with the body. Will be transformed to a JSON :param params: Parameters added as a q...
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Make a query to the docker daemon :param method: HTTP method :param path: Endpoint in API :param data: Dictionnary with the body. Will be transformed to a JSON :param params: Parameters added as a query arg :param timeout: Timeout :returns: HTTP response
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python
train
45.098039
KelSolaar/Umbra
umbra/components/factory/script_editor/script_editor.py
https://github.com/KelSolaar/Umbra/blob/66f45f08d9d723787f1191989f8b0dda84b412ce/umbra/components/factory/script_editor/script_editor.py#L3099-L3114
def get_editorTab(self, editor): """ Returns the **Script_Editor_tabWidget** Widget tab associated with the given editor. :param editor: Editor to search tab for. :type editor: Editor :return: Tab index. :rtype: Editor """ for i in range(self.Script_Edit...
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Returns the **Script_Editor_tabWidget** Widget tab associated with the given editor. :param editor: Editor to search tab for. :type editor: Editor :return: Tab index. :rtype: Editor
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python
train
31.375
joelfrederico/SciSalt
scisalt/numpy/functions.py
https://github.com/joelfrederico/SciSalt/blob/7bf57c49c7dde0a8b0aa337fbd2fbd527ce7a67f/scisalt/numpy/functions.py#L7-L22
def gaussian(x, mu, sigma): """ Gaussian function of the form :math:`\\frac{1}{\\sqrt{2 \\pi}\\sigma} e^{-\\frac{(x-\\mu)^2}{2\\sigma^2}}`. .. versionadded:: 1.5 Parameters ---------- x : float Function variable :math:`x`. mu : float Mean of the Gaussian function. sigma...
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Gaussian function of the form :math:`\\frac{1}{\\sqrt{2 \\pi}\\sigma} e^{-\\frac{(x-\\mu)^2}{2\\sigma^2}}`. .. versionadded:: 1.5 Parameters ---------- x : float Function variable :math:`x`. mu : float Mean of the Gaussian function. sigma : float Standard deviation of t...
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python
valid
28.0625
tensorflow/probability
tensorflow_probability/python/distributions/lkj.py
https://github.com/tensorflow/probability/blob/e87fe34111d68c35db0f9eeb4935f1ece9e1a8f5/tensorflow_probability/python/distributions/lkj.py#L59-L63
def _replicate(n, tensor): """Replicate the input tensor n times along a new (major) dimension.""" # TODO(axch) Does this already exist somewhere? Should it get contributed? multiples = tf.concat([[n], tf.ones_like(tensor.shape)], axis=0) return tf.tile(tf.expand_dims(tensor, axis=0), multiples)
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Replicate the input tensor n times along a new (major) dimension.
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python
test
60.2
facelessuser/pyspelling
pyspelling/filters/ooxml.py
https://github.com/facelessuser/pyspelling/blob/c25d5292cc2687ad65891a12ead43f7182ca8bb3/pyspelling/filters/ooxml.py#L93-L114
def determine_file_type(self, z): """Determine file type.""" content = z.read('[Content_Types].xml') with io.BytesIO(content) as b: encoding = self._analyze_file(b) if encoding is None: encoding = 'utf-8' b.seek(0) text = b.read()....
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Determine file type.
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python
train
41.818182
philipsoutham/py-mysql2pgsql
mysql2pgsql/lib/postgres_db_writer.py
https://github.com/philipsoutham/py-mysql2pgsql/blob/66dc2a3a3119263b3fe77300fb636346509787ef/mysql2pgsql/lib/postgres_db_writer.py#L144-L154
def write_table(self, table): """Send DDL to create the specified `table` :Parameters: - `table`: an instance of a :py:class:`mysql2pgsql.lib.mysql_reader.MysqlReader.Table` object that represents the table to read/write. Returns None """ table_sql, serial_key_sql = s...
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Send DDL to create the specified `table` :Parameters: - `table`: an instance of a :py:class:`mysql2pgsql.lib.mysql_reader.MysqlReader.Table` object that represents the table to read/write. Returns None
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python
test
39.454545
projectatomic/osbs-client
osbs/build/plugins_configuration.py
https://github.com/projectatomic/osbs-client/blob/571fe035dab3a7c02e1dccd5d65ffd75be750458/osbs/build/plugins_configuration.py#L485-L492
def render_pull_base_image(self): """Configure pull_base_image""" phase = 'prebuild_plugins' plugin = 'pull_base_image' if self.user_params.parent_images_digests.value: self.pt.set_plugin_arg(phase, plugin, 'parent_images_digests', self.use...
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Configure pull_base_image
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python
train
43.75
HIPS/autograd
examples/data.py
https://github.com/HIPS/autograd/blob/e3b525302529d7490769d5c0bcfc7457e24e3b3e/examples/data.py#L53-L67
def make_pinwheel(radial_std, tangential_std, num_classes, num_per_class, rate, rs=npr.RandomState(0)): """Based on code by Ryan P. Adams.""" rads = np.linspace(0, 2*np.pi, num_classes, endpoint=False) features = rs.randn(num_classes*num_per_class, 2) \ * np.array([radial_std, tan...
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Based on code by Ryan P. Adams.
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python
train
44.266667
Unity-Technologies/ml-agents
ml-agents/mlagents/trainers/barracuda.py
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/barracuda.py#L63-L73
def fuse_batchnorm_weights(gamma, beta, mean, var, epsilon): # https://github.com/Tencent/ncnn/blob/master/src/layer/batchnorm.cpp """ float sqrt_var = sqrt(var_data[i]); a_data[i] = bias_data[i] - slope_data[i] * mean_data[i] / sqrt_var; b_data[i] = slope_data[i] / sqrt_var; ... ...
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float sqrt_var = sqrt(var_data[i]); a_data[i] = bias_data[i] - slope_data[i] * mean_data[i] / sqrt_var; b_data[i] = slope_data[i] / sqrt_var; ... ptr[i] = b * ptr[i] + a;
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python
train
42.454545
mcrute/pydora
pydora/utils.py
https://github.com/mcrute/pydora/blob/d9e353e7f19da741dcf372246b4d5640cb788488/pydora/utils.py#L178-L192
def iterate_forever(func, *args, **kwargs): """Iterate over a finite iterator forever When the iterator is exhausted will call the function again to generate a new iterator and keep iterating. """ output = func(*args, **kwargs) while True: try: playlist_item = next(output) ...
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Iterate over a finite iterator forever When the iterator is exhausted will call the function again to generate a new iterator and keep iterating.
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python
valid
30.333333
miguelgrinberg/Flask-SocketIO
flask_socketio/namespace.py
https://github.com/miguelgrinberg/Flask-SocketIO/blob/4bef800d5e7ba7d98a6f4cd94191ff0b4496c334/flask_socketio/namespace.py#L28-L34
def emit(self, event, data=None, room=None, include_self=True, namespace=None, callback=None): """Emit a custom event to one or more connected clients.""" return self.socketio.emit(event, data, room=room, include_self=include_self, ...
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Emit a custom event to one or more connected clients.
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python
train
59.142857
thumbor-community/redis
tc_redis/storages/redis_storage.py
https://github.com/thumbor-community/redis/blob/e434c151b2d32b2209ce9935493258ee29fb1d1d/tc_redis/storages/redis_storage.py#L28-L38
def get_storage(self): '''Get the storage instance. :return Redis: Redis instance ''' if self.storage: return self.storage self.storage = self.reconnect_redis() return self.storage
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Get the storage instance. :return Redis: Redis instance
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python
train
21.181818
librosa/librosa
librosa/display.py
https://github.com/librosa/librosa/blob/180e8e6eb8f958fa6b20b8cba389f7945d508247/librosa/display.py#L352-L354
def __envelope(x, hop): '''Compute the max-envelope of x at a stride/frame length of h''' return util.frame(x, hop_length=hop, frame_length=hop).max(axis=0)
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Compute the max-envelope of x at a stride/frame length of h
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python
test
54
fake-name/ChromeController
ChromeController/Generator/Generated.py
https://github.com/fake-name/ChromeController/blob/914dd136184e8f1165c7aa6ef30418aaf10c61f0/ChromeController/Generator/Generated.py#L4211-L4232
def CSS_setMediaText(self, styleSheetId, range, text): """ Function path: CSS.setMediaText Domain: CSS Method name: setMediaText Parameters: Required arguments: 'styleSheetId' (type: StyleSheetId) -> No description 'range' (type: SourceRange) -> No description 'text' (type: string) ->...
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Function path: CSS.setMediaText Domain: CSS Method name: setMediaText Parameters: Required arguments: 'styleSheetId' (type: StyleSheetId) -> No description 'range' (type: SourceRange) -> No description 'text' (type: string) -> No description Returns: 'media' (type: CSSMedia) -> The...
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python
train
33.136364
apache/incubator-mxnet
example/cnn_text_classification/data_helpers.py
https://github.com/apache/incubator-mxnet/blob/1af29e9c060a4c7d60eeaacba32afdb9a7775ba7/example/cnn_text_classification/data_helpers.py#L153-L165
def batch_iter(data, batch_size, num_epochs): """Generates a batch iterator for a dataset.""" data = np.array(data) data_size = len(data) num_batches_per_epoch = int(len(data)/batch_size) + 1 for epoch in range(num_epochs): # Shuffle the data at each epoch shuffle_indices = np.random...
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Generates a batch iterator for a dataset.
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python
train
47.384615
Qiskit/qiskit-terra
qiskit/pulse/ops.py
https://github.com/Qiskit/qiskit-terra/blob/d4f58d903bc96341b816f7c35df936d6421267d1/qiskit/pulse/ops.py#L54-L64
def shift(schedule: ScheduleComponent, time: int, name: str = None) -> Schedule: """Return schedule shifted by `time`. Args: schedule: The schedule to shift time: The time to shift by name: Name of shifted schedule. Defaults to name of `schedule` """ if name is None: nam...
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Return schedule shifted by `time`. Args: schedule: The schedule to shift time: The time to shift by name: Name of shifted schedule. Defaults to name of `schedule`
[ "Return", "schedule", "shifted", "by", "time", "." ]
python
test
33.909091
saltstack/salt
salt/modules/vsphere.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/modules/vsphere.py#L4164-L4198
def _get_dvportgroup_dict(pg_ref): ''' Returns a dictionary with a distributed virutal portgroup data pg_ref Portgroup reference ''' props = salt.utils.vmware.get_properties_of_managed_object( pg_ref, ['name', 'config.description', 'config.numPorts', 'config.type',...
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Returns a dictionary with a distributed virutal portgroup data pg_ref Portgroup reference
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python
train
40.342857
PyCQA/pylint
pylint/checkers/design_analysis.py
https://github.com/PyCQA/pylint/blob/2bf5c61a3ff6ae90613b81679de42c0f19aea600/pylint/checkers/design_analysis.py#L299-L304
def open(self): """initialize visit variables""" self.stats = self.linter.add_stats() self._returns = [] self._branches = defaultdict(int) self._stmts = []
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initialize visit variables
[ "initialize", "visit", "variables" ]
python
test
31.666667
BlackEarth/bl
bl/zip.py
https://github.com/BlackEarth/bl/blob/edf6f37dac718987260b90ad0e7f7fe084a7c1a3/bl/zip.py#L20-L30
def write(self, fn=None): """copy the zip file from its filename to the given filename.""" fn = fn or self.fn if not os.path.exists(os.path.dirname(fn)): os.makedirs(os.path.dirname(fn)) f = open(self.fn, 'rb') b = f.read() f.close() f = open(fn, 'wb')...
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copy the zip file from its filename to the given filename.
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python
train
31.545455
EconForge/dolo
dolo/numeric/extern/qz.py
https://github.com/EconForge/dolo/blob/d91ddf148b009bf79852d9aec70f3a1877e0f79a/dolo/numeric/extern/qz.py#L6-L18
def qzordered(A,B,crit=1.0): "Eigenvalues bigger than crit are sorted in the top-left." TOL = 1e-10 def select(alpha, beta): return alpha**2>crit*beta**2 [S,T,alpha,beta,U,V] = ordqz(A,B,output='real',sort=select) eigval = abs(numpy.diag(S)/numpy.diag(T)) return [S,T,U,V,eigval]
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Eigenvalues bigger than crit are sorted in the top-left.
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train
23.384615
tensorflow/cleverhans
cleverhans/utils_tf.py
https://github.com/tensorflow/cleverhans/blob/97488e215760547b81afc53f5e5de8ba7da5bd98/cleverhans/utils_tf.py#L526-L531
def get_available_gpus(): """ Returns a list of string names of all available GPUs """ local_device_protos = device_lib.list_local_devices() return [x.name for x in local_device_protos if x.device_type == 'GPU']
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Returns a list of string names of all available GPUs
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python
train
36
Chilipp/model-organization
model_organization/config.py
https://github.com/Chilipp/model-organization/blob/694d1219c7ed7e1b2b17153afa11bdc21169bca2/model_organization/config.py#L45-L83
def get_configdir(name): """ Return the string representing the configuration directory. The directory is chosen as follows: 1. If the ``name.upper() + CONFIGDIR`` environment variable is supplied, choose that. 2a. On Linux, choose `$HOME/.config`. 2b. On other platforms, choose `$HOM...
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Return the string representing the configuration directory. The directory is chosen as follows: 1. If the ``name.upper() + CONFIGDIR`` environment variable is supplied, choose that. 2a. On Linux, choose `$HOME/.config`. 2b. On other platforms, choose `$HOME/.matplotlib`. 3. If the chosen...
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python
train
26.179487
materials-data-facility/toolbox
mdf_toolbox/search_helper.py
https://github.com/materials-data-facility/toolbox/blob/2a4ac2b6a892238263008efa6a5f3923d9a83505/mdf_toolbox/search_helper.py#L606-L645
def exclude_range(self, field, start="*", stop="*", inclusive=True, new_group=False): """Exclude a ``field:[some range]`` term from the query. Matches will not have any ``value`` in the range in the ``field``. Arguments: field (str): The field to check for the value. ...
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Exclude a ``field:[some range]`` term from the query. Matches will not have any ``value`` in the range in the ``field``. Arguments: field (str): The field to check for the value. The field must be namespaced according to Elasticsearch rules using the ...
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python
train
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gem/oq-engine
openquake/hmtk/faults/fault_models.py
https://github.com/gem/oq-engine/blob/8294553a0b8aba33fd96437a35065d03547d0040/openquake/hmtk/faults/fault_models.py#L509-L557
def generate_fault_source_model(self): ''' Creates a resulting `openquake.hmtk` fault source set. :returns: source_model - list of instances of either the :class: `openquake.hmtk.sources.simple_fault_source.mtkSimpleFaultSource` or :class: `openqu...
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Creates a resulting `openquake.hmtk` fault source set. :returns: source_model - list of instances of either the :class: `openquake.hmtk.sources.simple_fault_source.mtkSimpleFaultSource` or :class: `openquake.hmtk.sources.complex_fault_source.mtkComplexFaultSource...
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python
train
38.918367
ioos/compliance-checker
compliance_checker/cf/cf.py
https://github.com/ioos/compliance-checker/blob/ee89c27b0daade58812489a2da3aa3b6859eafd9/compliance_checker/cf/cf.py#L1442-L1478
def _check_flag_meanings(self, ds, name): ''' Check a variable's flag_meanings attribute for compliance under CF - flag_meanings exists - flag_meanings is a string - flag_meanings elements are valid strings :param netCDF4.Dataset ds: An open netCDF dataset :para...
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Check a variable's flag_meanings attribute for compliance under CF - flag_meanings exists - flag_meanings is a string - flag_meanings elements are valid strings :param netCDF4.Dataset ds: An open netCDF dataset :param str name: Variable name :rtype: compliance_checker.b...
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python
train
45.189189
CalebBell/ht
ht/boiling_nucleic.py
https://github.com/CalebBell/ht/blob/3097ef9524c4cf0068ad453c17b10ec9ce551eee/ht/boiling_nucleic.py#L340-L494
def Stephan_Abdelsalam(rhol, rhog, mul, kl, Cpl, Hvap, sigma, Tsat, Te=None, q=None, kw=401, rhow=8.96, Cpw=384, angle=None, correlation='general'): r'''Calculates heat transfer coefficient for a evaporator operating in the nucleate boiling regime according to [2]...
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r'''Calculates heat transfer coefficient for a evaporator operating in the nucleate boiling regime according to [2]_ as presented in [1]_. Five variants are possible. Either heat flux or excess temperature is required. The forms for `Te` are not shown here, but are similar to those of the other functio...
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python
train
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openstack/horizon
horizon/workflows/views.py
https://github.com/openstack/horizon/blob/5601ea9477323e599d9b766fcac1f8be742935b2/horizon/workflows/views.py#L121-L127
def get_template_names(self): """Returns the template name to use for this request.""" if self.request.is_ajax(): template = self.ajax_template_name else: template = self.template_name return template
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Returns the template name to use for this request.
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python
train
35.714286
redhat-openstack/python-tripleo-helper
tripleohelper/server.py
https://github.com/redhat-openstack/python-tripleo-helper/blob/bfa165538335edb1088170c7a92f097167225c81/tripleohelper/server.py#L155-L177
def rhsm_register(self, rhsm): """Register the host on the RHSM. :param rhsm: a dict of parameters (login, password, pool_id) """ # Get rhsm credentials login = rhsm.get('login') password = rhsm.get('password', os.environ.get('RHN_PW')) pool_id = rhsm.get('pool_i...
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Register the host on the RHSM. :param rhsm: a dict of parameters (login, password, pool_id)
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train
40.521739
tgbugs/pyontutils
ilxutils/ilxutils/mydifflib.py
https://github.com/tgbugs/pyontutils/blob/3d913db29c177db39151592909a4f56170ef8b35/ilxutils/ilxutils/mydifflib.py#L7-L24
def diff(s1, s2): ''' --word-diff=porcelain clone''' delta = difflib.Differ().compare(s1.split(), s2.split()) difflist = [] fullline = '' for line in delta: if line[0] == '?': continue elif line[0] == ' ': fullline += line.strip() + ' ' else: ...
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--word-diff=porcelain clone
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train
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modin-project/modin
modin/pandas/base.py
https://github.com/modin-project/modin/blob/5b77d242596560c646b8405340c9ce64acb183cb/modin/pandas/base.py#L2561-L2615
def sort_values( self, by, axis=0, ascending=True, inplace=False, kind="quicksort", na_position="last", ): """Sorts by a column/row or list of columns/rows. Args: by: A list of labels for the axis to sort over. ...
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Sorts by a column/row or list of columns/rows. Args: by: A list of labels for the axis to sort over. axis: The axis to sort. ascending: Sort in ascending or descending order. inplace: If true, do the operation inplace. kind: How to sort. ...
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python
train
36.018182
zwischenloesung/ardu-report-lib
libardurep/datastore.py
https://github.com/zwischenloesung/ardu-report-lib/blob/51bd4a07e036065aafcb1273b151bea3fdfa50fa/libardurep/datastore.py#L190-L205
def get_json(self, prettyprint=False, translate=True): """ Get the data in JSON form """ j = [] if translate: d = self.get_translated_data() else: d = self.data for k in d: j.append(d[k]) if prettyprint: j = ...
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python
valid
25.75
google/apitools
apitools/base/py/http_wrapper.py
https://github.com/google/apitools/blob/f3745a7ea535aa0e88b0650c16479b696d6fd446/apitools/base/py/http_wrapper.py#L313-L356
def MakeRequest(http, http_request, retries=7, max_retry_wait=60, redirections=5, retry_func=HandleExceptionsAndRebuildHttpConnections, check_response_func=CheckResponse): """Send http_request via the given http, performing error/retry handling. Args: http:...
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Send http_request via the given http, performing error/retry handling. Args: http: An httplib2.Http instance, or a http multiplexer that delegates to an underlying http, for example, HTTPMultiplexer. http_request: A Request to send. retries: (int, default 7) Number of retries to attempt...
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python
train
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ekmmetering/ekmmeters
ekmmeters.py
https://github.com/ekmmetering/ekmmeters/blob/b3748bdf30263bfa46ea40157bdf8df2522e1904/ekmmeters.py#L3503-L3513
def makeAB(self): """ Munge A and B reads into single serial block with only unique fields.""" for fld in self.m_blk_a: compare_fld = fld.upper() if not "RESERVED" in compare_fld and not "CRC" in compare_fld: self.m_req[fld] = self.m_blk_a[fld] for fld in ...
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Munge A and B reads into single serial block with only unique fields.
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python
test
45.545455
Damgaard/PyImgur
pyimgur/__init__.py
https://github.com/Damgaard/PyImgur/blob/606f17078d24158632f807430f8d0b9b3cd8b312/pyimgur/__init__.py#L66-L70
def _get_album_or_image(json, imgur): """Return a gallery image/album depending on what the json represent.""" if json['is_album']: return Gallery_album(json, imgur, has_fetched=False) return Gallery_image(json, imgur)
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Return a gallery image/album depending on what the json represent.
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python
train
46.8
ensime/ensime-vim
ensime_shared/client.py
https://github.com/ensime/ensime-vim/blob/caa734e84f002b25446c615706283a74edd4ecfe/ensime_shared/client.py#L248-L267
def send_at_position(self, what, useSelection, where="range"): """Ask the server to perform an operation on a range (sometimes named point) `what` is used as the prefix for the typehint. If `useSelection` is `False` the range is calculated based on the word under de cursor. Current sel...
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Ask the server to perform an operation on a range (sometimes named point) `what` is used as the prefix for the typehint. If `useSelection` is `False` the range is calculated based on the word under de cursor. Current selection start and end is used as the range otherwise. `where` defi...
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python
train
50.25
spacetelescope/drizzlepac
drizzlepac/pixtosky.py
https://github.com/spacetelescope/drizzlepac/blob/15bec3c929a6a869d9e71b9398ced43ede0620f1/drizzlepac/pixtosky.py#L102-L187
def xy2rd(input,x=None,y=None,coords=None, coordfile=None,colnames=None,separator=None, hms=True, precision=6,output=None,verbose=True): """ Primary interface to perform coordinate transformations from pixel to sky coordinates using STWCS and full distortion models read from the input im...
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Primary interface to perform coordinate transformations from pixel to sky coordinates using STWCS and full distortion models read from the input image header.
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python
train
34.895349
manns/pyspread
pyspread/src/lib/vlc.py
https://github.com/manns/pyspread/blob/0e2fd44c2e0f06605efc3058c20a43a8c1f9e7e0/pyspread/src/lib/vlc.py#L4134-L4152
def libvlc_media_add_option(p_md, psz_options): '''Add an option to the media. This option will be used to determine how the media_player will read the media. This allows to use VLC's advanced reading/streaming options on a per-media basis. @note: The options are listed in 'vlc --long-help' from the...
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Add an option to the media. This option will be used to determine how the media_player will read the media. This allows to use VLC's advanced reading/streaming options on a per-media basis. @note: The options are listed in 'vlc --long-help' from the command line, e.g. "-sout-all". Keep in mind that ...
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python
train
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shad7/tvrenamer
tvrenamer/core/episode.py
https://github.com/shad7/tvrenamer/blob/7fb59cb02669357e73b7acb92dcb6d74fdff4654/tvrenamer/core/episode.py#L237-L249
def rename(self): """Renames media file to formatted name. After parsing data from initial media filename and searching for additional data to using a data service, a formatted filename will be generated and the media file will be renamed to the generated name and optionally rel...
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python
train
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flatangle/flatlib
flatlib/tools/planetarytime.py
https://github.com/flatangle/flatlib/blob/44e05b2991a296c678adbc17a1d51b6a21bc867c/flatlib/tools/planetarytime.py#L98-L101
def getHourTable(date, pos): """ Returns an HourTable object. """ table = hourTable(date, pos) return HourTable(table, date)
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Returns an HourTable object.
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python
train
33.25
tapilab/brandelion
brandelion/cli/collect.py
https://github.com/tapilab/brandelion/blob/40a5a5333cf704182c8666d1fbbbdadc7ff88546/brandelion/cli/collect.py#L160-L168
def fetch_list_members(list_url): """ Get all members of the list specified by the given url. E.g., https://twitter.com/lore77/lists/libri-cultura-education """ match = re.match(r'.+twitter\.com\/(.+)\/lists\/(.+)', list_url) if not match: print('cannot parse list url %s' % list_url) return ...
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Get all members of the list specified by the given url. E.g., https://twitter.com/lore77/lists/libri-cultura-education
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python
train
52
projectatomic/atomic-reactor
atomic_reactor/plugins/post_koji_upload.py
https://github.com/projectatomic/atomic-reactor/blob/fd31c01b964097210bf169960d051e5f04019a80/atomic_reactor/plugins/post_koji_upload.py#L380-L467
def get_output(self, buildroot_id): """ Build the 'output' section of the metadata. :return: list, Output instances """ def add_buildroot_id(output): logfile, metadata = output metadata.update({'buildroot_id': buildroot_id}) return Output(fil...
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Build the 'output' section of the metadata. :return: list, Output instances
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python
train
39.238636
pandas-dev/pandas
pandas/core/indexing.py
https://github.com/pandas-dev/pandas/blob/9feb3ad92cc0397a04b665803a49299ee7aa1037/pandas/core/indexing.py#L1275-L1366
def _convert_to_indexer(self, obj, axis=None, is_setter=False, raise_missing=False): """ Convert indexing key into something we can use to do actual fancy indexing on an ndarray Examples ix[:5] -> slice(0, 5) ix[[1,2,3]] -> [1,2,3] ix[...
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Convert indexing key into something we can use to do actual fancy indexing on an ndarray Examples ix[:5] -> slice(0, 5) ix[[1,2,3]] -> [1,2,3] ix[['foo', 'bar', 'baz']] -> [i, j, k] (indices of foo, bar, baz) Going by Zen of Python? 'In the face of ambiguity, re...
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python
train
32.815217
xeroc/python-graphenelib
graphenecommon/chain.py
https://github.com/xeroc/python-graphenelib/blob/8bb5396bc79998ee424cf3813af478304173f3a6/graphenecommon/chain.py#L229-L245
def sign(self, tx=None, wifs=[]): """ Sign a provided transaction witht he provided key(s) :param dict tx: The transaction to be signed and returned :param string wifs: One or many wif keys to use for signing a transaction. If not present, the keys will be loaded ...
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Sign a provided transaction witht he provided key(s) :param dict tx: The transaction to be signed and returned :param string wifs: One or many wif keys to use for signing a transaction. If not present, the keys will be loaded from the wallet as defined in "missin...
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python
valid
40.941176
fastai/fastai
fastai/vision/data.py
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/vision/data.py#L173-L180
def normalize(self, stats:Collection[Tensor]=None, do_x:bool=True, do_y:bool=False)->None: "Add normalize transform using `stats` (defaults to `DataBunch.batch_stats`)" if getattr(self,'norm',False): raise Exception('Can not call normalize twice') if stats is None: self.stats = self.batch_stats(...
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Add normalize transform using `stats` (defaults to `DataBunch.batch_stats`)
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python
train
61.75
googledatalab/pydatalab
solutionbox/structured_data/mltoolbox/_structured_data/preprocess/local_preprocess.py
https://github.com/googledatalab/pydatalab/blob/d9031901d5bca22fe0d5925d204e6698df9852e1/solutionbox/structured_data/mltoolbox/_structured_data/preprocess/local_preprocess.py#L37-L66
def parse_arguments(argv): """Parse command line arguments. Args: argv: list of command line arguments, includeing programe name. Returns: An argparse Namespace object. """ parser = argparse.ArgumentParser( description='Runs Preprocessing on structured CSV data.') parser.add_argument('--inpu...
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Parse command line arguments. Args: argv: list of command line arguments, includeing programe name. Returns: An argparse Namespace object.
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python
train
32.2
miLibris/flask-rest-jsonapi
flask_rest_jsonapi/api.py
https://github.com/miLibris/flask-rest-jsonapi/blob/ecc8f2cd2b54cc0bfae7acd6cffcda0ba1140c43/flask_rest_jsonapi/api.py#L35-L59
def init_app(self, app=None, blueprint=None, additional_blueprints=None): """Update flask application with our api :param Application app: a flask application """ if app is not None: self.app = app if blueprint is not None: self.blueprint = blueprint ...
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Update flask application with our api :param Application app: a flask application
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python
train
33.36
bdcht/grandalf
grandalf/layouts.py
https://github.com/bdcht/grandalf/blob/b0a604afa79e5201eebe5feb56ae5ec7afc07b95/grandalf/layouts.py#L222-L238
def _medianindex(self,v): """ find new position of vertex v according to adjacency in layer l+dir. position is given by the median value of adjacent positions. median heuristic is proven to achieve at most 3 times the minimum of crossings (while barycenter achieve in theory the o...
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find new position of vertex v according to adjacency in layer l+dir. position is given by the median value of adjacent positions. median heuristic is proven to achieve at most 3 times the minimum of crossings (while barycenter achieve in theory the order of |V|)
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python
train
38.235294
user-cont/conu
conu/backend/docker/skopeo.py
https://github.com/user-cont/conu/blob/08caae7bb6bdd265b55bb106c3da6a7946a5a352/conu/backend/docker/skopeo.py#L23-L65
def transport_param(image): """ Parse DockerImage info into skopeo parameter :param image: DockerImage :return: string. skopeo parameter specifying image """ transports = {SkopeoTransport.CONTAINERS_STORAGE: "containers-storage:", SkopeoTransport.DIRECTORY: "dir:", ...
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Parse DockerImage info into skopeo parameter :param image: DockerImage :return: string. skopeo parameter specifying image
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python
train
39.395349
titusjan/argos
argos/application.py
https://github.com/titusjan/argos/blob/20d0a3cae26c36ea789a5d219c02ca7df21279dd/argos/application.py#L314-L351
def addNewMainWindow(self, settings=None, inspectorFullName=None): """ Creates and shows a new MainWindow. If inspectorFullName is set, it will set the identifier from that name. If the inspector identifier is not found in the registry, a KeyError is raised. """ mainWind...
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Creates and shows a new MainWindow. If inspectorFullName is set, it will set the identifier from that name. If the inspector identifier is not found in the registry, a KeyError is raised.
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python
train
40.973684
JoseAntFer/pyny3d
pyny3d/geoms.py
https://github.com/JoseAntFer/pyny3d/blob/fb81684935a24f7e50c975cb4383c81a63ab56df/pyny3d/geoms.py#L1293-L1303
def mirror(self, axes='x'): """ Generates a symmetry of the Polyhedron respect global axes. :param axes: 'x', 'y', 'z', 'xy', 'xz', 'yz'... :type axes: str :returns: ``pyny.Polyhedron`` """ polygon = np.array([[0,0], [0,1], [1,1]]) space ...
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Generates a symmetry of the Polyhedron respect global axes. :param axes: 'x', 'y', 'z', 'xy', 'xz', 'yz'... :type axes: str :returns: ``pyny.Polyhedron``
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python
train
37.727273
cloudendpoints/endpoints-python
endpoints/api_config.py
https://github.com/cloudendpoints/endpoints-python/blob/00dd7c7a52a9ee39d5923191c2604b8eafdb3f24/endpoints/api_config.py#L2001-L2026
def __get_merged_api_info(self, services): """Builds a description of an API. Args: services: List of protorpc.remote.Service instances implementing an api/version. Returns: The _ApiInfo object to use for the API that the given services implement. Raises: ApiConfigurationErr...
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python
train
36.576923
discogs/python-cas-client
cas_client/cas_client.py
https://github.com/discogs/python-cas-client/blob/f1efa2f49a22d43135014cb1b8d9dd3875304318/cas_client/cas_client.py#L77-L83
def delete_session(self, ticket): ''' Delete a session record associated with a service ticket. ''' assert isinstance(self.session_storage_adapter, CASSessionAdapter) logging.debug('[CAS] Deleting session for ticket {}'.format(ticket)) self.session_storage_adapter.delete(...
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Delete a session record associated with a service ticket.
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python
train
45.857143
rigetti/quantumflow
quantumflow/forest/__init__.py
https://github.com/rigetti/quantumflow/blob/13a66cabbe8aabf6e023cc675f4a4ebe6ccda8fb/quantumflow/forest/__init__.py#L188-L213
def pyquil_to_circuit(program: pyquil.Program) -> Circuit: """Convert a protoquil pyQuil program to a QuantumFlow Circuit""" circ = Circuit() for inst in program.instructions: # print(type(inst)) if isinstance(inst, pyquil.Declare): # Ignore continue if isinst...
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Convert a protoquil pyQuil program to a QuantumFlow Circuit
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python
train
37.615385
not-na/peng3d
peng3d/model.py
https://github.com/not-na/peng3d/blob/1151be665b26cc8a479f6307086ba919e4d32d85/peng3d/model.py#L487-L493
def getVertices(self,data): """ Returns the vertices of this region already transformed and ready-to-use. Internally uses :py:meth:`Bone.transformVertices()`\ . """ return self.bone.transformVertices(data,self.vertices,self.dims)
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Returns the vertices of this region already transformed and ready-to-use. Internally uses :py:meth:`Bone.transformVertices()`\ .
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python
test
38.857143
wummel/dosage
dosagelib/plugins/t.py
https://github.com/wummel/dosage/blob/a0109c3a46219f280e6e5e77183674e40da0f304/dosagelib/plugins/t.py#L185-L189
def namer(cls, imageUrl, pageUrl): """Use page URL sequence which is apparently increasing.""" num = pageUrl.split('/')[-1] ext = imageUrl.rsplit('.', 1)[1] return "thethinhline-%s.%s" % (num, ext)
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Use page URL sequence which is apparently increasing.
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python
train
45
icometrix/dicom2nifti
dicom2nifti/common.py
https://github.com/icometrix/dicom2nifti/blob/1462ae5dd979fa3f276fe7a78ceb9b028121536f/dicom2nifti/common.py#L478-L492
def write_bvec_file(bvecs, bvec_file): """ Write an array of bvecs to a bvec file :param bvecs: array with the vectors :param bvec_file: filepath to write to """ if bvec_file is None: return logger.info('Saving BVEC file: %s' % bvec_file) with open(bvec_file, 'w') as text_file: ...
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Write an array of bvecs to a bvec file :param bvecs: array with the vectors :param bvec_file: filepath to write to
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python
train
39
neighbordog/deviantart
deviantart/api.py
https://github.com/neighbordog/deviantart/blob/5612f1d5e2139a48c9d793d7fd19cde7e162d7b1/deviantart/api.py#L867-L888
def get_users(self, usernames): """Fetch user info for given usernames :param username: The usernames you want metadata for (max. 50) """ if self.standard_grant_type is not "authorization_code": raise DeviantartError("Authentication through Authorization Code (Grant Type) ...
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Fetch user info for given usernames :param username: The usernames you want metadata for (max. 50)
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python
train
28.045455
CybOXProject/mixbox
mixbox/datautils.py
https://github.com/CybOXProject/mixbox/blob/9097dae7a433f5b98c18171c4a5598f69a7d30af/mixbox/datautils.py#L83-L104
def needkwargs(*argnames): """Function decorator which checks that the decorated function is called with a set of required kwargs. Args: *argnames: String keyword argument names. Raises: ValueError: If a required kwarg is missing in the decorated function call. """ ...
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Function decorator which checks that the decorated function is called with a set of required kwargs. Args: *argnames: String keyword argument names. Raises: ValueError: If a required kwarg is missing in the decorated function call.
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python
train
29
blockadeio/analyst_toolbench
blockade/api.py
https://github.com/blockadeio/analyst_toolbench/blob/159b6f8cf8a91c5ff050f1579636ea90ab269863/blockade/api.py#L70-L88
def _endpoint(self, endpoint, action, *url_args): """Return the URL for the action. :param str endpoint: The controller :param str action: The action provided by the controller :param url_args: Additional endpoints(for endpoints that take part of the url as opti...
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Return the URL for the action. :param str endpoint: The controller :param str action: The action provided by the controller :param url_args: Additional endpoints(for endpoints that take part of the url as option) :return: Full URL for the requested action
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python
train
37.263158
ska-sa/katcp-python
katcp/resource_client.py
https://github.com/ska-sa/katcp-python/blob/9127c826a1d030c53b84d0e95743e20e5c5ea153/katcp/resource_client.py#L1413-L1416
def until_any_child_in_state(self, state, timeout=None): """Return a tornado Future; resolves when any client is in specified state""" return until_any(*[r.until_state(state) for r in dict.values(self.children)], timeout=timeout)
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Return a tornado Future; resolves when any client is in specified state
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python
train
66.75
taborlab/FlowCal
FlowCal/mef.py
https://github.com/taborlab/FlowCal/blob/031a7af82acb1d46879a8e384a1a00f27f0bdc7a/FlowCal/mef.py#L36-L213
def clustering_gmm(data, n_clusters, tol=1e-7, min_covar=None, scale='logicle'): """ Find clusters in an array using a Gaussian Mixture Model. Before clustering, `data` can be automatically rescaled as specified by the `scale` ...
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Find clusters in an array using a Gaussian Mixture Model. Before clustering, `data` can be automatically rescaled as specified by the `scale` argument. Parameters ---------- data : FCSData or array_like Data to cluster. n_clusters : int Number of clusters to find. tol : flo...
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python
train
36.764045
ucsb-cs-education/hairball
hairball/plugins/checks.py
https://github.com/ucsb-cs-education/hairball/blob/c6da8971f8a34e88ce401d36b51431715e1dff5b/hairball/plugins/checks.py#L120-L127
def get_receive(self, script_list): """Return a list of received events contained in script_list.""" events = defaultdict(set) for script in script_list: if self.script_start_type(script) == self.HAT_WHEN_I_RECEIVE: event = script.blocks[0].args[0].lower() ...
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Return a list of received events contained in script_list.
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python
train
45.625
noobermin/pys
pys/__init__.py
https://github.com/noobermin/pys/blob/e01b74210c65eb96d019bb42e0a3c9e6676da943/pys/__init__.py#L10-L23
def conv(arg,default=None,func=None): ''' essentially, the generalization of arg if arg else default or func(arg) if arg else default ''' if func: return func(arg) if arg else default; else: return arg if arg else default;
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essentially, the generalization of arg if arg else default or func(arg) if arg else default
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python
train
18.857143
T-002/pycast
pycast/common/matrix.py
https://github.com/T-002/pycast/blob/8a53505c6d8367e0ea572e8af768e80b29e1cc41/pycast/common/matrix.py#L642-L729
def householder(self): """Return Matrices u,b,v with self = ubv and b is in bidiagonal form The algorithm uses householder transformations. :return tuple (u,b,v): A tuple with the Matrix u, b and v. and self = ubv (except some rounding errors) u is a unitary mat...
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Return Matrices u,b,v with self = ubv and b is in bidiagonal form The algorithm uses householder transformations. :return tuple (u,b,v): A tuple with the Matrix u, b and v. and self = ubv (except some rounding errors) u is a unitary matrix b is a bidiago...
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python
train
40.602273
Azure/azure-sdk-for-python
azure-mgmt-resource/azure/mgmt/resource/resources/resource_management_client.py
https://github.com/Azure/azure-sdk-for-python/blob/d7306fde32f60a293a7567678692bdad31e4b667/azure-mgmt-resource/azure/mgmt/resource/resources/resource_management_client.py#L96-L120
def models(cls, api_version=DEFAULT_API_VERSION): """Module depends on the API version: * 2016-02-01: :mod:`v2016_02_01.models<azure.mgmt.resource.resources.v2016_02_01.models>` * 2016-09-01: :mod:`v2016_09_01.models<azure.mgmt.resource.resources.v2016_09_01.models>` * 2017-05-...
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Module depends on the API version: * 2016-02-01: :mod:`v2016_02_01.models<azure.mgmt.resource.resources.v2016_02_01.models>` * 2016-09-01: :mod:`v2016_09_01.models<azure.mgmt.resource.resources.v2016_09_01.models>` * 2017-05-10: :mod:`v2017_05_10.models<azure.mgmt.resource.resources.v2...
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python
test
49.4
orb-framework/orb
orb/core/schema.py
https://github.com/orb-framework/orb/blob/575be2689cb269e65a0a2678232ff940acc19e5a/orb/core/schema.py#L381-L412
def register(self, item): """ Registers a new orb object to this schema. This could be a column, index, or collector -- including a virtual object defined through the orb.virtual decorator. :param item: <variant> :return: """ if callable(item) and hasattr(item,...
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Registers a new orb object to this schema. This could be a column, index, or collector -- including a virtual object defined through the orb.virtual decorator. :param item: <variant> :return:
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python
train
30.75
TissueMAPS/TmClient
src/python/tmclient/api.py
https://github.com/TissueMAPS/TmClient/blob/6fb40622af19142cb5169a64b8c2965993a25ab1/src/python/tmclient/api.py#L1052-L1083
def get_microscope_files(self, plate_name, acquisition_name): '''Gets status and name of files that have been registered for upload. Parameters ---------- plate_name: str name of the parent plate acquisition_name: str name of the parent acquisition ...
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Gets status and name of files that have been registered for upload. Parameters ---------- plate_name: str name of the parent plate acquisition_name: str name of the parent acquisition Returns ------- List[Dict[str, str]] names...
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python
train
38.4375
DarkEnergySurvey/ugali
ugali/utils/skymap.py
https://github.com/DarkEnergySurvey/ugali/blob/21e890b4117fc810afb6fb058e8055d564f03382/ugali/utils/skymap.py#L94-L149
def randomPositions(input, nside_pix, n=1): """ Generate n random positions within a full HEALPix mask of booleans, or a set of (lon, lat) coordinates. Parameters: ----------- input : (1) full HEALPix mask of booleans, or (2) a set of (lon, lat) coordinates for catalog objects that define the o...
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Generate n random positions within a full HEALPix mask of booleans, or a set of (lon, lat) coordinates. Parameters: ----------- input : (1) full HEALPix mask of booleans, or (2) a set of (lon, lat) coordinates for catalog objects that define the occupied pixels. nside_pix : nside_pix is meant to be...
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python
train
39.714286
JoelBender/bacpypes
py25/bacpypes/apdu.py
https://github.com/JoelBender/bacpypes/blob/4111b8604a16fa2b7f80d8104a43b9f3e28dfc78/py25/bacpypes/apdu.py#L173-L251
def encode(self, pdu): """encode the contents of the APCI into the PDU.""" if _debug: APCI._debug("encode %r", pdu) PCI.update(pdu, self) if (self.apduType == ConfirmedRequestPDU.pduType): # PDU type buff = self.apduType << 4 if self.apduSeg: ...
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encode the contents of the APCI into the PDU.
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python
train
31.265823
peterwittek/ncpol2sdpa
ncpol2sdpa/physics_utils.py
https://github.com/peterwittek/ncpol2sdpa/blob/bce75d524d0b9d0093f32e3a0a5611f8589351a7/ncpol2sdpa/physics_utils.py#L124-L163
def pauli_constraints(X, Y, Z): """Return a set of constraints that define Pauli spin operators. :param X: List of Pauli X operator on sites. :type X: list of :class:`sympy.physics.quantum.operator.HermitianOperator`. :param Y: List of Pauli Y operator on sites. :type Y: list of :class:`sympy.phys...
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Return a set of constraints that define Pauli spin operators. :param X: List of Pauli X operator on sites. :type X: list of :class:`sympy.physics.quantum.operator.HermitianOperator`. :param Y: List of Pauli Y operator on sites. :type Y: list of :class:`sympy.physics.quantum.operator.HermitianOperator`...
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python
train
42.25
PlaidWeb/Publ
publ/category.py
https://github.com/PlaidWeb/Publ/blob/ce7893632ddc3cb70b4978a41ffd7dd06fa13565/publ/category.py#L154-L158
def sort_name(self): """ Get the sorting name of this category """ if self._record and self._record.sort_name: return self._record.sort_name return self.name
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Get the sorting name of this category
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python
train
37.8
minhhh/pelican_git
pelican_git/plugin.py
https://github.com/minhhh/pelican_git/blob/9e4758adb5c70b95979f1953823a2fcf1c76e50c/pelican_git/plugin.py#L147-L153
def register(): """Plugin registration.""" from pelican import signals signals.initialized.connect(setup_git) signals.article_generator_finalized.connect(replace_git_url)
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Plugin registration.
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python
train
26
riga/law
law/util.py
https://github.com/riga/law/blob/479f84ce06ecf3bafe9d33cb7b8fc52e39fb80a1/law/util.py#L286-L309
def merge_dicts(*dicts, **kwargs): """ merge_dicts(*dicts, cls=None) Takes multiple *dicts* and returns a single merged dict. The merging takes place in order of the passed dicts and therefore, values of rear objects have precedence in case of field collisions. The class of the returned merged dict is c...
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merge_dicts(*dicts, cls=None) Takes multiple *dicts* and returns a single merged dict. The merging takes place in order of the passed dicts and therefore, values of rear objects have precedence in case of field collisions. The class of the returned merged dict is configurable via *cls*. If it is *None*, the...
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python
train
36.291667