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Genida/dependenpy
src/dependenpy/finder.py
https://github.com/Genida/dependenpy/blob/df099c17cbe735c990eca9197e39cfc5eb8a4c8e/src/dependenpy/finder.py#L45-L61
def combine(specs): """ Combine package specifications' limitations. Args: specs (list of PackageSpec): the package specifications. Returns: list of PackageSpec: the new, merged list of PackageSpec. """ new_specs = {} for spec in specs: ...
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Combine package specifications' limitations. Args: specs (list of PackageSpec): the package specifications. Returns: list of PackageSpec: the new, merged list of PackageSpec.
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python
train
saltstack/salt
salt/modules/win_lgpo.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/modules/win_lgpo.py#L4462-L4476
def _dasd_conversion(cls, val, **kwargs): ''' converts 0/1/2 for dasd reg key ''' if val is not None: if val == '0' or val == 0 or val == '': return 'Administrators' elif val == '1' or val == 1: return 'Administrators and Power User...
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converts 0/1/2 for dasd reg key
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python
train
thomasdelaet/python-velbus
velbus/controller.py
https://github.com/thomasdelaet/python-velbus/blob/af2f8af43f1a24bf854eff9f3126fd7b5c41b3dd/velbus/controller.py#L123-L130
def send_binary(self, binary_message, callback=None): """ :return: None """ assert isinstance(binary_message, str) message = self.parser.parse(binary_message) if isinstance(message, velbus.Message): self.send(message, callback)
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:return: None
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python
train
saltstack/salt
salt/states/cmd.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/states/cmd.py#L561-L710
def wait_script(name, source=None, template=None, onlyif=None, unless=None, cwd=None, runas=None, shell=None, env=None, stateful=False, umask=None, ...
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Download a script from a remote source and execute it only if a watch statement calls it. source The source script being downloaded to the minion, this source script is hosted on the salt master server. If the file is located on the master in the directory named spam, and is called egg...
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python
train
widdowquinn/pyani
pyani/anib.py
https://github.com/widdowquinn/pyani/blob/2b24ec971401e04024bba896e4011984fe3f53f0/pyani/anib.py#L341-L360
def construct_blastn_cmdline( fname1, fname2, outdir, blastn_exe=pyani_config.BLASTN_DEFAULT ): """Returns a single blastn command. - filename - input filename - blastn_exe - path to BLASTN executable """ fstem1 = os.path.splitext(os.path.split(fname1)[-1])[0] fstem2 = os.path.splitext(os.p...
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Returns a single blastn command. - filename - input filename - blastn_exe - path to BLASTN executable
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python
train
PaulHancock/Aegean
AegeanTools/angle_tools.py
https://github.com/PaulHancock/Aegean/blob/185d2b4a51b48441a1df747efc9a5271c79399fd/AegeanTools/angle_tools.py#L240-L265
def bear_rhumb(ra1, dec1, ra2, dec2): """ Calculate the bearing of point 2 from point 1 along a Rhumb line. The bearing is East of North and is in [0, 360), whereas position angle is also East of North but (-180,180] Parameters ---------- ra1, dec1, ra2, dec2 : float The sky coordinates...
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Calculate the bearing of point 2 from point 1 along a Rhumb line. The bearing is East of North and is in [0, 360), whereas position angle is also East of North but (-180,180] Parameters ---------- ra1, dec1, ra2, dec2 : float The sky coordinates (degrees) of the two points. Returns ---...
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python
train
NerdWalletOSS/savage
src/savage/__init__.py
https://github.com/NerdWalletOSS/savage/blob/54f64ac1c912528710365107952967d31d56e60d/src/savage/__init__.py#L55-L71
def _after_flush_handler(session, _flush_context): """Archive all new/updated/deleted data""" dialect = get_dialect(session) handlers = [ (_versioned_delete, session.deleted), (_versioned_insert, session.new), (_versioned_update, session.dirty), ] for handler, rows in handler...
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Archive all new/updated/deleted data
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python
train
saltstack/salt
salt/modules/boto_ec2.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/modules/boto_ec2.py#L2079-L2107
def attach_volume(volume_id, instance_id, device, region=None, key=None, keyid=None, profile=None): ''' Attach an EBS volume to an EC2 instance. .. volume_id (string) – The ID of the EBS volume to be attached. instance_id (string) – The ID of the EC2 instance to at...
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Attach an EBS volume to an EC2 instance. .. volume_id (string) – The ID of the EBS volume to be attached. instance_id (string) – The ID of the EC2 instance to attach the volume to. device (string) – The device on the instance through which the volume is exposed (e.g. /dev/sdh) ...
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python
train
taskcluster/taskcluster-client.py
taskcluster/queue.py
https://github.com/taskcluster/taskcluster-client.py/blob/bcc95217f8bf80bed2ae5885a19fa0035da7ebc9/taskcluster/queue.py#L822-L835
def quarantineWorker(self, *args, **kwargs): """ Quarantine a worker Quarantine a worker This method takes input: ``v1/quarantine-worker-request.json#`` This method gives output: ``v1/worker-response.json#`` This method is ``experimental`` """ return ...
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Quarantine a worker Quarantine a worker This method takes input: ``v1/quarantine-worker-request.json#`` This method gives output: ``v1/worker-response.json#`` This method is ``experimental``
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python
train
ManiacalLabs/BiblioPixel
bibliopixel/colors/tables.py
https://github.com/ManiacalLabs/BiblioPixel/blob/fd97e6c651a4bbcade64733847f4eec8f7704b7c/bibliopixel/colors/tables.py#L48-L55
def contains(x): """Return true if this string or integer tuple appears in tables""" if isinstance(x, str): x = canonical_name(x) return x in _TO_COLOR_USER or x in _TO_COLOR else: x = tuple(x) return x in _TO_NAME_USER or x in _TO_NAME
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Return true if this string or integer tuple appears in tables
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python
valid
prompt-toolkit/pyvim
pyvim/editor.py
https://github.com/prompt-toolkit/pyvim/blob/5928b53b9d700863c1a06d2181a034a955f94594/pyvim/editor.py#L262-L269
def enter_command_mode(self): """ Go into command mode. """ self.application.layout.focus(self.command_buffer) self.application.vi_state.input_mode = InputMode.INSERT self.previewer.save()
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Go into command mode.
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python
train
nerox8664/pytorch2keras
pytorch2keras/reshape_layers.py
https://github.com/nerox8664/pytorch2keras/blob/750eaf747323580e6732d0c5ba9f2f39cb096764/pytorch2keras/reshape_layers.py#L124-L151
def convert_unsqueeze(params, w_name, scope_name, inputs, layers, weights, names): """ Convert unsqueeze operation. Args: params: dictionary with layer parameters w_name: name prefix in state_dict scope_name: pytorch scope name inputs: pytorch node inputs layers: dic...
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Convert unsqueeze operation. Args: params: dictionary with layer parameters w_name: name prefix in state_dict scope_name: pytorch scope name inputs: pytorch node inputs layers: dictionary with keras tensors weights: pytorch state_dict names: use short names f...
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python
valid
JasonKessler/scattertext
scattertext/termscoring/MannWhitneyU.py
https://github.com/JasonKessler/scattertext/blob/cacf1f687d218ee8cae3fc05cc901db824bb1b81/scattertext/termscoring/MannWhitneyU.py#L35-L87
def get_score_df(self, correction_method=None): ''' Computes Mann Whitney corrected p, z-values. Falls back to normal approximation when numerical limits are reached. :param correction_method: str or None, correction method from statsmodels.stats.multitest.multipletests 'fdr_bh' is re...
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Computes Mann Whitney corrected p, z-values. Falls back to normal approximation when numerical limits are reached. :param correction_method: str or None, correction method from statsmodels.stats.multitest.multipletests 'fdr_bh' is recommended. :return: pd.DataFrame
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python
train
LionelAuroux/pyrser
pyrser/type_system/fun.py
https://github.com/LionelAuroux/pyrser/blob/f153a97ef2b6bf915a1ed468c0252a9a59b754d5/pyrser/type_system/fun.py#L57-L66
def internal_name(self): """ Return the unique internal name """ unq = 'f_' + super().internal_name() if self.tparams is not None: unq += "_" + "_".join(self.tparams) if self.tret is not None: unq += "_" + self.tret return unq
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Return the unique internal name
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python
test
pyblish/pyblish-nuke
pyblish_nuke/vendor/Qt.py
https://github.com/pyblish/pyblish-nuke/blob/5fbd766774e999e5e3015201094a07a92d800c4f/pyblish_nuke/vendor/Qt.py#L299-L365
def init(): """Try loading each binding in turn Please note: the entire Qt module is replaced with this code: sys.modules["Qt"] = binding() This means no functions or variables can be called after this has executed. For debugging and testing, this module may be accessed through `Qt.__...
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Try loading each binding in turn Please note: the entire Qt module is replaced with this code: sys.modules["Qt"] = binding() This means no functions or variables can be called after this has executed. For debugging and testing, this module may be accessed through `Qt.__shim__`.
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python
train
exa-analytics/exa
exa/util/utility.py
https://github.com/exa-analytics/exa/blob/40fb3c22b531d460dbc51e603de75b856cc28f0d/exa/util/utility.py#L55-L66
def convert_bytes(value): """ Reduces bytes to more convenient units (i.e. KiB, GiB, TiB, etc.). Args: values (int): Value in Bytes Returns: tup (tuple): Tuple of value, unit (e.g. (10, 'MiB')) """ n = np.rint(len(str(value))/4).astype(int) return value/(1024**n), sizes[n]
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Reduces bytes to more convenient units (i.e. KiB, GiB, TiB, etc.). Args: values (int): Value in Bytes Returns: tup (tuple): Tuple of value, unit (e.g. (10, 'MiB'))
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python
train
flo-compbio/genometools
genometools/expression/filter.py
https://github.com/flo-compbio/genometools/blob/dd962bb26d60a0f14ca14d8c9a4dd75768962c7d/genometools/expression/filter.py#L74-L104
def filter_mean(matrix, top): """Filter genes in an expression matrix by mean expression. Parameters ---------- matrix: ExpMatrix The expression matrix. top: int The number of genes to retain. Returns ------- ExpMatrix The filtered expression matrix. """ ...
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Filter genes in an expression matrix by mean expression. Parameters ---------- matrix: ExpMatrix The expression matrix. top: int The number of genes to retain. Returns ------- ExpMatrix The filtered expression matrix.
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python
train
radjkarl/imgProcessor
imgProcessor/interpolate/videoWrite.py
https://github.com/radjkarl/imgProcessor/blob/7c5a28718f81c01a430152c60a686ac50afbfd7c/imgProcessor/interpolate/videoWrite.py#L14-L81
def videoWrite(path, imgs, levels=None, shape=None, frames=15, annotate_names=None, lut=None, updateFn=None): ''' TODO ''' frames = int(frames) if annotate_names is not None: assert len(annotate_names) == len(imgs) if levels is None: if i...
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TODO
[ "TODO" ]
python
train
ToFuProject/tofu
tofu/geom/utils.py
https://github.com/ToFuProject/tofu/blob/39d6b2e7ced9e13666572dfd37e19403f1d6ff8d/tofu/geom/utils.py#L244-L347
def _compute_VesPoly(R=2.4, r=1., elong=0., Dshape=0., divlow=True, divup=True, nP=200): """ Utility to compute three 2D (R,Z) polygons One represents a vacuum vessel, one an outer bumper, one a baffle The vessel polygon is centered on (R,0.), with minor radius r It can have a vert...
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Utility to compute three 2D (R,Z) polygons One represents a vacuum vessel, one an outer bumper, one a baffle The vessel polygon is centered on (R,0.), with minor radius r It can have a vertical (>0) or horizontal(<0) elongation in [-1;1] It can be D-shaped (Dshape in [0.,1.], typically 0.2) It can...
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python
train
rigetti/quantumflow
quantumflow/backend/numpybk.py
https://github.com/rigetti/quantumflow/blob/13a66cabbe8aabf6e023cc675f4a4ebe6ccda8fb/quantumflow/backend/numpybk.py#L150-L156
def productdiag(tensor: BKTensor) -> BKTensor: """Returns the matrix diagonal of the product tensor""" # DOCME: Explain N = rank(tensor) tensor = reshape(tensor, [2**(N//2), 2**(N//2)]) tensor = np.diag(tensor) tensor = reshape(tensor, [2]*(N//2)) return tensor
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Returns the matrix diagonal of the product tensor
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python
train
twilio/twilio-python
twilio/twiml/voice_response.py
https://github.com/twilio/twilio-python/blob/c867895f55dcc29f522e6e8b8868d0d18483132f/twilio/twiml/voice_response.py#L474-L484
def ssml_break(self, strength=None, time=None, **kwargs): """ Create a <Break> element :param strength: Set a pause based on strength :param time: Set a pause to a specific length of time in seconds or milliseconds, available values: [number]s, [number]ms :param kwargs: addition...
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Create a <Break> element :param strength: Set a pause based on strength :param time: Set a pause to a specific length of time in seconds or milliseconds, available values: [number]s, [number]ms :param kwargs: additional attributes :returns: <Break> element
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python
train
cirruscluster/cirruscluster
cirruscluster/ext/ansible/inventory/__init__.py
https://github.com/cirruscluster/cirruscluster/blob/977409929dd81322d886425cdced10608117d5d7/cirruscluster/ext/ansible/inventory/__init__.py#L145-L155
def __get_hosts(self, pattern): """ finds hosts that postively match a particular pattern. Does not take into account negative matches. """ (name, enumeration_details) = self._enumeration_info(pattern) hpat = self._hosts_in_unenumerated_pattern(name) hpat = sor...
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finds hosts that postively match a particular pattern. Does not take into account negative matches.
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python
train
synw/dataswim
dataswim/data/clean.py
https://github.com/synw/dataswim/blob/4a4a53f80daa7cd8e8409d76a19ce07296269da2/dataswim/data/clean.py#L140-L157
def to_int(self, *cols, **kwargs): """ Convert some column values to integers :param \*cols: names of the colums :type \*cols: str, at least one :param \*\*kwargs: keyword arguments for ``pd.to_numeric`` :type \*\*kwargs: optional :example: ``ds.to_int("mycol1",...
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Convert some column values to integers :param \*cols: names of the colums :type \*cols: str, at least one :param \*\*kwargs: keyword arguments for ``pd.to_numeric`` :type \*\*kwargs: optional :example: ``ds.to_int("mycol1", "mycol2", errors="coerce")``
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python
train
joelcolucci/flask-registerblueprints
flask_registerblueprints/register.py
https://github.com/joelcolucci/flask-registerblueprints/blob/c117404691b66594f2cc84bff103ce893c633ecc/flask_registerblueprints/register.py#L24-L37
def get_child_directories(path): """Return names of immediate child directories""" if not _is_valid_directory(path): raise exceptions.InvalidDirectory entries = os.listdir(path) directory_names = [] for entry in entries: abs_entry_path = os.path.join(path, entry) if _is_val...
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Return names of immediate child directories
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python
train
saltstack/salt
salt/cloud/clouds/xen.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/cloud/clouds/xen.py#L697-L718
def _wait_for_ip(name, session): ''' Wait for IP to be available during create() ''' start_time = datetime.now() status = None while status is None: status = get_vm_ip(name, session) if status is not None: # ignore APIPA address if status.startswith('169'...
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Wait for IP to be available during create()
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python
train
fastai/fastai
docs_src/nbval/cover.py
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/docs_src/nbval/cover.py#L33-L73
def setup_coverage(config, kernel, floc, output_loc=None): """Start coverage reporting in kernel. Currently supported kernel languages are: - Python """ language = kernel.language if language.startswith('python'): # Get the pytest-cov coverage object cov = get_cov(config) ...
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Start coverage reporting in kernel. Currently supported kernel languages are: - Python
[ "Start", "coverage", "reporting", "in", "kernel", "." ]
python
train
data61/clkhash
clkhash/validate_data.py
https://github.com/data61/clkhash/blob/ec6398d6708a063de83f7c3d6286587bff8e7121/clkhash/validate_data.py#L30-L47
def validate_row_lengths(fields, # type: Sequence[FieldSpec] data # type: Sequence[Sequence[str]] ): # type: (...) -> None """ Validate the `data` row lengths according to the specification in `fields`. :param fields: The `FieldSpec` objects f...
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Validate the `data` row lengths according to the specification in `fields`. :param fields: The `FieldSpec` objects forming the specification. :param data: The rows to check. :raises FormatError: When the number of entries in a row does not match expectation.
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python
train
noxdafox/clipspy
clips/functions.py
https://github.com/noxdafox/clipspy/blob/b22d71a6da821c1715d8fa00d7d75cabc09ed364/clips/functions.py#L341-L352
def undefine(self): """Undefine the Method. Python equivalent of the CLIPS undefmethod command. The object becomes unusable after this method has been called. """ if lib.EnvUndefmethod(self._env, self._gnc, self._idx) != 1: raise CLIPSError(self._env) self...
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Undefine the Method. Python equivalent of the CLIPS undefmethod command. The object becomes unusable after this method has been called.
[ "Undefine", "the", "Method", "." ]
python
train
ccarocean/python-contours
contours/core.py
https://github.com/ccarocean/python-contours/blob/d154a679a2ea6a324c3308c1d087d88d0eb79622/contours/core.py#L108-L148
def matlab_formatter(level, vertices, codes=None): """`MATLAB`_ style contour formatter. Contours are returned as a single Nx2, `MATLAB`_ style, contour array. There are two types of rows in this format: * Header: The first element of a header row is the level of the contour (the lower level for...
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`MATLAB`_ style contour formatter. Contours are returned as a single Nx2, `MATLAB`_ style, contour array. There are two types of rows in this format: * Header: The first element of a header row is the level of the contour (the lower level for filled contours) and the second element is the numb...
[ "MATLAB", "_", "style", "contour", "formatter", "." ]
python
valid
thomasdelaet/python-velbus
velbus/messages/sensor_temperature.py
https://github.com/thomasdelaet/python-velbus/blob/af2f8af43f1a24bf854eff9f3126fd7b5c41b3dd/velbus/messages/sensor_temperature.py#L25-L39
def populate(self, priority, address, rtr, data): """ data bytes (high + low) 1 + 2 = current temp 3 + 4 = min temp 5 + 6 = max temp :return: None """ assert isinstance(data, bytes) self.needs_no_rtr(rtr) self.needs_data(d...
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data bytes (high + low) 1 + 2 = current temp 3 + 4 = min temp 5 + 6 = max temp :return: None
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python
train
fake-name/ChromeController
ChromeController/Generator/Generated.py
https://github.com/fake-name/ChromeController/blob/914dd136184e8f1165c7aa6ef30418aaf10c61f0/ChromeController/Generator/Generated.py#L1621-L1641
def Emulation_setScriptExecutionDisabled(self, value): """ Function path: Emulation.setScriptExecutionDisabled Domain: Emulation Method name: setScriptExecutionDisabled WARNING: This function is marked 'Experimental'! Parameters: Required arguments: 'value' (type: boolean) -> Whether scri...
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Function path: Emulation.setScriptExecutionDisabled Domain: Emulation Method name: setScriptExecutionDisabled WARNING: This function is marked 'Experimental'! Parameters: Required arguments: 'value' (type: boolean) -> Whether script execution should be disabled in the page. No return value...
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python
train
aleju/imgaug
imgaug/multicore.py
https://github.com/aleju/imgaug/blob/786be74aa855513840113ea523c5df495dc6a8af/imgaug/multicore.py#L233-L238
def terminate(self): """Terminate the pool immediately.""" if self._pool is not None: self._pool.terminate() self._pool.join() self._pool = None
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Terminate the pool immediately.
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python
valid
frc1418/tbapy
tbapy/main.py
https://github.com/frc1418/tbapy/blob/3866d5a9971fe3dfaf1a1d83638bd6be6070f0c4/tbapy/main.py#L251-L261
def event(self, event, simple=False): """ Get basic information about an event. More specific data (typically obtained with the detail_type URL parameter) can be obtained with event_alliances(), event_district_points(), event_insights(), event_oprs(), event_predictions(), and event_rankings(). ...
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Get basic information about an event. More specific data (typically obtained with the detail_type URL parameter) can be obtained with event_alliances(), event_district_points(), event_insights(), event_oprs(), event_predictions(), and event_rankings(). :param event: Key of event for which you desire d...
[ "Get", "basic", "information", "about", "an", "event", "." ]
python
train
pymupdf/PyMuPDF
examples/PDFLinkMaint.py
https://github.com/pymupdf/PyMuPDF/blob/917f2d83482510e26ba0ff01fd2392c26f3a8e90/examples/PDFLinkMaint.py#L908-L911
def wxRect_to_Rect(self, wr): """ Return a shrunk fitz.Rect for given wx.Rect.""" r = fitz.Rect(wr.x, wr.y, wr.x + wr.width, wr.y + wr.height) return r * self.shrink
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Return a shrunk fitz.Rect for given wx.Rect.
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python
train
proycon/clam
clam/clamservice.py
https://github.com/proycon/clam/blob/09d15cfc26d7cbe0f5976cdd5424dc446d10dbf3/clam/clamservice.py#L2099-L2120
def uploader(project, credentials=None): """The Uploader is intended for the Fine Uploader used in the web application (or similar frontend), it is not intended for proper RESTful communication. Will return JSON compatible with Fine Uploader rather than CLAM Upload XML. Unfortunately, normal digest authentication d...
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The Uploader is intended for the Fine Uploader used in the web application (or similar frontend), it is not intended for proper RESTful communication. Will return JSON compatible with Fine Uploader rather than CLAM Upload XML. Unfortunately, normal digest authentication does not work well with the uploader, so we imple...
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python
train
theonion/djes
djes/models.py
https://github.com/theonion/djes/blob/8f7347382c74172e82e959e3dfbc12b18fbb523f/djes/models.py#L24-L38
def mapping(self): """Get a mapping class for this model This method will return a Mapping class for your model, generating it using settings from a `Mapping` class on your model (if one exists). The generated class is cached on the manager. """ if not hasattr(self, "_mapping"):...
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Get a mapping class for this model This method will return a Mapping class for your model, generating it using settings from a `Mapping` class on your model (if one exists). The generated class is cached on the manager.
[ "Get", "a", "mapping", "class", "for", "this", "model" ]
python
train
Clinical-Genomics/scout
scout/parse/cytoband.py
https://github.com/Clinical-Genomics/scout/blob/90a551e2e1653a319e654c2405c2866f93d0ebb9/scout/parse/cytoband.py#L5-L35
def parse_cytoband(lines): """Parse iterable with cytoband coordinates Args: lines(iterable): Strings on format "chr1\t2300000\t5400000\tp36.32\tgpos25" Returns: cytobands(dict): Dictionary with chromosome names as keys and interval trees as values ...
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Parse iterable with cytoband coordinates Args: lines(iterable): Strings on format "chr1\t2300000\t5400000\tp36.32\tgpos25" Returns: cytobands(dict): Dictionary with chromosome names as keys and interval trees as values
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python
test
StellarCN/py-stellar-base
stellar_base/builder.py
https://github.com/StellarCN/py-stellar-base/blob/cce2e782064fb3955c85e1696e630d67b1010848/stellar_base/builder.py#L804-L814
def get_sequence(self): """Get the sequence number for a given account via Horizon. :return: The current sequence number for a given account :rtype: int """ if not self.address: raise StellarAddressInvalidError('No address provided.') address = self.horizon....
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Get the sequence number for a given account via Horizon. :return: The current sequence number for a given account :rtype: int
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python
train
numenta/nupic
src/nupic/data/generators/data_generator.py
https://github.com/numenta/nupic/blob/5922fafffdccc8812e72b3324965ad2f7d4bbdad/src/nupic/data/generators/data_generator.py#L166-L171
def generateRecords(self, records): """Generate multiple records. Refer to definition for generateRecord""" if self.verbosity>0: print 'Generating', len(records), 'records...' for record in records: self.generateRecord(record)
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Generate multiple records. Refer to definition for generateRecord
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python
valid
awslabs/aws-sam-cli
samcli/commands/local/lib/sam_api_provider.py
https://github.com/awslabs/aws-sam-cli/blob/c05af5e7378c6f05f7d82ad3f0bca17204177db6/samcli/commands/local/lib/sam_api_provider.py#L246-L270
def _extract_apis_from_events(function_logical_id, serverless_function_events, collector): """ Given an AWS::Serverless::Function Event Dictionary, extract out all 'Api' events and store within the collector Parameters ---------- function_logical_id : str Lo...
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Given an AWS::Serverless::Function Event Dictionary, extract out all 'Api' events and store within the collector Parameters ---------- function_logical_id : str LogicalId of the AWS::Serverless::Function serverless_function_events : dict Event Dictionar...
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python
train
xeroc/python-graphenelib
graphenecommon/memo.py
https://github.com/xeroc/python-graphenelib/blob/8bb5396bc79998ee424cf3813af478304173f3a6/graphenecommon/memo.py#L114-L150
def decrypt(self, message): """ Decrypt a message :param dict message: encrypted memo message :returns: decrypted message :rtype: str """ if not message: return None # We first try to decode assuming we received the memo try: ...
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Decrypt a message :param dict message: encrypted memo message :returns: decrypted message :rtype: str
[ "Decrypt", "a", "message" ]
python
valid
Chilipp/sphinx-nbexamples
sphinx_nbexamples/__init__.py
https://github.com/Chilipp/sphinx-nbexamples/blob/08e0319ff3c70f8a931dfa8890caf48add4d0470/sphinx_nbexamples/__init__.py#L317-L379
def process_notebook(self, disable_warnings=True): """Process the notebook and create all the pictures and files This method runs the notebook using the :mod:`nbconvert` and :mod:`nbformat` modules. It creates the :attr:`outfile` notebook, a python and a rst file""" infile = sel...
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Process the notebook and create all the pictures and files This method runs the notebook using the :mod:`nbconvert` and :mod:`nbformat` modules. It creates the :attr:`outfile` notebook, a python and a rst file
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python
test
bitprophet/ssh
ssh/transport.py
https://github.com/bitprophet/ssh/blob/e8bdad4c82a50158a749233dca58c29e47c60b76/ssh/transport.py#L1094-L1119
def auth_none(self, username): """ Try to authenticate to the server using no authentication at all. This will almost always fail. It may be useful for determining the list of authentication types supported by the server, by catching the L{BadAuthenticationType} exception raised...
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Try to authenticate to the server using no authentication at all. This will almost always fail. It may be useful for determining the list of authentication types supported by the server, by catching the L{BadAuthenticationType} exception raised. @param username: the username to authent...
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python
train
NiklasRosenstein/myo-python
myo/math.py
https://github.com/NiklasRosenstein/myo-python/blob/89a7480f8058061da7a3dd98ccec57a6b134ddf3/myo/math.py#L102-L108
def normalized(self): """ Returns a normalized copy of this vector. """ norm = self.magnitude() return Vector(self.x / norm, self.y / norm, self.z / norm)
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Returns a normalized copy of this vector.
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python
train
mhe/pynrrd
nrrd/reader.py
https://github.com/mhe/pynrrd/blob/96dd875b302031ea27e2d3aaa611dc6f2dfc7979/nrrd/reader.py#L469-L506
def read(filename, custom_field_map=None, index_order='F'): """Read a NRRD file and return the header and data See :ref:`user-guide:Reading NRRD files` for more information on reading NRRD files. .. note:: Users should be aware that the `index_order` argument needs to be consistent between `nr...
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Read a NRRD file and return the header and data See :ref:`user-guide:Reading NRRD files` for more information on reading NRRD files. .. note:: Users should be aware that the `index_order` argument needs to be consistent between `nrrd.read` and `nrrd.write`. I.e., reading an array with `index_order...
[ "Read", "a", "NRRD", "file", "and", "return", "the", "header", "and", "data" ]
python
train
tomprince/txgithub
txgithub/api.py
https://github.com/tomprince/txgithub/blob/3bd5eebb25db013e2193e6a102a91049f356710d/txgithub/api.py#L378-L396
def createComment(self, repo_user, repo_name, pull_number, body, commit_id, path, position): """ POST /repos/:owner/:repo/pulls/:number/comments :param pull_number: The pull request's ID. :param body: The text of the comment. :param commit_id: The SHA of th...
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POST /repos/:owner/:repo/pulls/:number/comments :param pull_number: The pull request's ID. :param body: The text of the comment. :param commit_id: The SHA of the commit to comment on. :param path: The relative path of the file to comment on. :param position: The line index in th...
[ "POST", "/", "repos", "/", ":", "owner", "/", ":", "repo", "/", "pulls", "/", ":", "number", "/", "comments" ]
python
train
PolyJIT/benchbuild
benchbuild/projects/gentoo/gentoo.py
https://github.com/PolyJIT/benchbuild/blob/9ad2ec54d96e97b642b1f06eddcbad9ba7aeaf58/benchbuild/projects/gentoo/gentoo.py#L229-L250
def write_wgetrc(_path): """ Write a valid gentoo wgetrc file to :path:. Args: path - The output path of the wgetrc """ http_proxy = str(CFG["gentoo"]["http_proxy"]) ftp_proxy = str(CFG["gentoo"]["ftp_proxy"]) path.mkfile_uchroot("/etc/wgetrc") with open(_path, 'w') as wgetrc: ...
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Write a valid gentoo wgetrc file to :path:. Args: path - The output path of the wgetrc
[ "Write", "a", "valid", "gentoo", "wgetrc", "file", "to", ":", "path", ":", "." ]
python
train
spyder-ide/spyder
spyder/utils/qthelpers.py
https://github.com/spyder-ide/spyder/blob/f76836ce1b924bcc4efd3f74f2960d26a4e528e0/spyder/utils/qthelpers.py#L65-L94
def qapplication(translate=True, test_time=3): """ Return QApplication instance Creates it if it doesn't already exist test_time: Time to maintain open the application when testing. It's given in seconds """ if running_in_mac_app(): SpyderApplication = MacApplication ...
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Return QApplication instance Creates it if it doesn't already exist test_time: Time to maintain open the application when testing. It's given in seconds
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python
train
facebook/watchman
python/pywatchman/__init__.py
https://github.com/facebook/watchman/blob/d416c249dd8f463dc69fc2691d0f890598c045a9/python/pywatchman/__init__.py#L1145-L1158
def capabilityCheck(self, optional=None, required=None): """ Perform a server capability check """ res = self.query( "version", {"optional": optional or [], "required": required or []} ) if not self._hasprop(res, "capabilities"): # Server doesn't support capabili...
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Perform a server capability check
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python
train
lepture/flask-oauthlib
flask_oauthlib/client.py
https://github.com/lepture/flask-oauthlib/blob/9e6f152a5bb360e7496210da21561c3e6d41b0e1/flask_oauthlib/client.py#L621-L650
def handle_oauth1_response(self, args): """Handles an oauth1 authorization response.""" client = self.make_client() client.verifier = args.get('oauth_verifier') tup = session.get('%s_oauthtok' % self.name) if not tup: raise OAuthException( 'Token not f...
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Handles an oauth1 authorization response.
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python
test
btimby/fulltext
fulltext/__init__.py
https://github.com/btimby/fulltext/blob/9234cc1e2099209430e20317649549026de283ce/fulltext/__init__.py#L329-L362
def is_binary(f): """Return True if binary mode.""" # NOTE: order matters here. We don't bail on Python 2 just yet. Both # codecs.open() and io.open() can open in text mode, both set the encoding # attribute. We must do that check first. # If it has a decoding attribute with a value, it is text mod...
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Return True if binary mode.
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python
train
albert12132/templar
templar/markdown.py
https://github.com/albert12132/templar/blob/39851c89730ab69e5c73d0a46adca2a44ecc4165/templar/markdown.py#L673-L685
def unhash(text, hashes): """Unhashes all hashed entites in the hashes dictionary. The pattern for hashes is defined by re_hash. After everything is unhashed, <pre> blocks are "pulled out" of whatever indentation level in which they used to be (e.g. in a list). """ def retrieve_match(match): ...
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Unhashes all hashed entites in the hashes dictionary. The pattern for hashes is defined by re_hash. After everything is unhashed, <pre> blocks are "pulled out" of whatever indentation level in which they used to be (e.g. in a list).
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python
train
MartinThoma/hwrt
hwrt/create_ffiles.py
https://github.com/MartinThoma/hwrt/blob/725c21a3d0f5a30b8492cbc184b3688ceb364e1c/hwrt/create_ffiles.py#L38-L59
def _create_index_formula_lookup(formula_id2index, feature_folder, index2latex): """ Create a lookup file where the index is mapped to the formula id and the LaTeX command. Parameters ---------- formula_id2index : dict featur...
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Create a lookup file where the index is mapped to the formula id and the LaTeX command. Parameters ---------- formula_id2index : dict feature_folder : str Path to a folder in which a feature file as well as an index2formula_id.csv is. index2latex : dict Maps an integer i...
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python
train
goose3/goose3
goose3/extractors/images.py
https://github.com/goose3/goose3/blob/e6994b1b1826af2720a091d1bff5ca15594f558d/goose3/extractors/images.py#L303-L314
def check_link_tag(self): """\ checks to see if we were able to find open link_src on this page """ node = self.article.raw_doc meta = self.parser.getElementsByTag(node, tag='link', attr='rel', value='image_src') for item in meta: src = self.parser.get...
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\ checks to see if we were able to find open link_src on this page
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python
valid
Apitax/Apitax
apitax/api/controllers/migrations/scriptax_controller.py
https://github.com/Apitax/Apitax/blob/3883e45f17e01eba4edac9d1bba42f0e7a748682/apitax/api/controllers/migrations/scriptax_controller.py#L20-L44
def create_driver_script(name, create=None): # noqa: E501 """Create a new script Create a new script # noqa: E501 :param name: Get status of a driver with this name :type name: str :param create: The data needed to create this script :type create: dict | bytes :rtype: Response """ ...
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python
train
pingali/dgit
dgitcore/helper.py
https://github.com/pingali/dgit/blob/ecde01f40b98f0719dbcfb54452270ed2f86686d/dgitcore/helper.py#L112-L128
def compute_sha256(filename): """ Try the library. If it doesnt work, use the command line.. """ try: h = sha256() fd = open(filename, 'rb') while True: buf = fd.read(0x1000000) if buf in [None, ""]: break h.update(buf.encode('u...
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Try the library. If it doesnt work, use the command line..
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python
valid
benhoff/pluginmanager
pluginmanager/file_filters/matching_regex.py
https://github.com/benhoff/pluginmanager/blob/a8a184f9ebfbb521703492cb88c1dbda4cd04c06/pluginmanager/file_filters/matching_regex.py#L35-L43
def plugin_valid(self, filename): """ Checks if the given filename is a valid plugin for this Strategy """ filename = os.path.basename(filename) for regex in self.regex_expressions: if regex.match(filename): return True return False
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Checks if the given filename is a valid plugin for this Strategy
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python
train
sixty-north/cosmic-ray
src/cosmic_ray/plugins.py
https://github.com/sixty-north/cosmic-ray/blob/c654e074afbb7b7fcbc23359083c1287c0d3e991/src/cosmic_ray/plugins.py#L27-L40
def get_operator(name): """Get an operator class from a provider plugin. Attrs: name: The name of the operator class. Returns: The operator *class object* (i.e. not an instance). """ sep = name.index('/') provider_name = name[:sep] operator_name = name[sep + 1:] provider = OPE...
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Get an operator class from a provider plugin. Attrs: name: The name of the operator class. Returns: The operator *class object* (i.e. not an instance).
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python
train
TheHive-Project/Cortex-Analyzers
analyzers/MaxMind/ipaddr.py
https://github.com/TheHive-Project/Cortex-Analyzers/blob/8dae6a8c4cf9af5554ae8c844985c4b44d4bd4bf/analyzers/MaxMind/ipaddr.py#L315-L366
def collapse_address_list(addresses): """Collapse a list of IP objects. Example: collapse_address_list([IPv4('1.1.0.0/24'), IPv4('1.1.1.0/24')]) -> [IPv4('1.1.0.0/23')] Args: addresses: A list of IPv4Network or IPv6Network objects. Returns: A list of IPv4Network or I...
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Collapse a list of IP objects. Example: collapse_address_list([IPv4('1.1.0.0/24'), IPv4('1.1.1.0/24')]) -> [IPv4('1.1.0.0/23')] Args: addresses: A list of IPv4Network or IPv6Network objects. Returns: A list of IPv4Network or IPv6Network objects depending on what we ...
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python
train
BerkeleyAutomation/autolab_core
autolab_core/transformations.py
https://github.com/BerkeleyAutomation/autolab_core/blob/8f3813f6401972868cc5e3981ba1b4382d4418d5/autolab_core/transformations.py#L437-L496
def projection_matrix(point, normal, direction=None, perspective=None, pseudo=False): """Return matrix to project onto plane defined by point and normal. Using either perspective point, projection direction, or none of both. If pseudo is True, perspective projections will preserve re...
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Return matrix to project onto plane defined by point and normal. Using either perspective point, projection direction, or none of both. If pseudo is True, perspective projections will preserve relative depth such that Perspective = dot(Orthogonal, PseudoPerspective). >>> P = projection_matrix((0, 0, ...
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python
train
sethmlarson/virtualbox-python
virtualbox/library.py
https://github.com/sethmlarson/virtualbox-python/blob/706c8e3f6e3aee17eb06458e73cbb4bc2d37878b/virtualbox/library.py#L17808-L17822
def get_max_port_count_for_storage_bus(self, bus): """Returns the maximum number of ports the given storage bus supports. in bus of type :class:`StorageBus` The storage bus type to get the value for. return max_port_count of type int The maximum number of ports for the ...
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Returns the maximum number of ports the given storage bus supports. in bus of type :class:`StorageBus` The storage bus type to get the value for. return max_port_count of type int The maximum number of ports for the given storage bus.
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python
train
mardix/Mocha
mocha/utils.py
https://github.com/mardix/Mocha/blob/bce481cb31a0972061dd99bc548701411dcb9de3/mocha/utils.py#L443-L450
def how_old(dob): """ Calculate the age :param dob: datetime object :return: int """ today = datetime.date.today() return today.year - dob.year - ((today.month, today.day) < (dob.month, dob.day))
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Calculate the age :param dob: datetime object :return: int
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python
train
ergoithz/browsepy
browsepy/transform/__init__.py
https://github.com/ergoithz/browsepy/blob/1612a930ef220fae507e1b152c531707e555bd92/browsepy/transform/__init__.py#L20-L55
def nearest(self): ''' Get the next state jump. The next jump is calculated looking at :attr:`current` state and its possible :attr:`jumps` to find the nearest and bigger option in :attr:`pending` data. If none is found, the returned next state label will be None. ...
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Get the next state jump. The next jump is calculated looking at :attr:`current` state and its possible :attr:`jumps` to find the nearest and bigger option in :attr:`pending` data. If none is found, the returned next state label will be None. :returns: tuple with index, substri...
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python
train
tensorforce/tensorforce
tensorforce/models/memory_model.py
https://github.com/tensorforce/tensorforce/blob/520a8d992230e382f08e315ede5fc477f5e26bfb/tensorforce/models/memory_model.py#L465-L491
def tf_optimization(self, states, internals, actions, terminal, reward, next_states=None, next_internals=None): """ Creates the TensorFlow operations for performing an optimization update step based on the given input states and actions batch. Args: states: Dict of state ten...
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Creates the TensorFlow operations for performing an optimization update step based on the given input states and actions batch. Args: states: Dict of state tensors. internals: List of prior internal state tensors. actions: Dict of action tensors. terminal...
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python
valid
QualiSystems/vCenterShell
package/cloudshell/cp/vcenter/common/vcenter/vmomi_service.py
https://github.com/QualiSystems/vCenterShell/blob/e2e24cd938a92a68f4a8e6a860810d3ef72aae6d/package/cloudshell/cp/vcenter/common/vcenter/vmomi_service.py#L315-L338
def get_obj(self, content, vimtype, name): """ Return an object by name for a specific type, if name is None the first found object is returned :param content: pyvmomi content object :param vimtype: the type of object too search :param name: the object name t...
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Return an object by name for a specific type, if name is None the first found object is returned :param content: pyvmomi content object :param vimtype: the type of object too search :param name: the object name to return
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python
train
dnanhkhoa/logone
logone/logone.py
https://github.com/dnanhkhoa/logone/blob/7345a59e54ae59418a2c35ae7e7af5b2784fa1b5/logone/logone.py#L147-L199
def use_file(self, enabled=True, file_name=None, level=logging.WARNING, when='d', interval=1, backup_count=30, delay=False, utc=False, at_time=None, log_format=None, ...
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Handler for logging to a file, rotating the log file at certain timed intervals.
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python
train
Rackspace-DOT/flask_keystone
flask_keystone/__init__.py
https://github.com/Rackspace-DOT/flask_keystone/blob/6f6d630e9e66a3beca6607b0b786510ec2a79747/flask_keystone/__init__.py#L86-L123
def init_app(self, app, config_group="flask_keystone"): """ Iniitialize the Flask_Keystone module in an application factory. :param app: `flask.Flask` application to which to connect. :type app: `flask.Flask` :param str config_group: :class:`oslo_config.cfg.OptGroup` to which ...
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Iniitialize the Flask_Keystone module in an application factory. :param app: `flask.Flask` application to which to connect. :type app: `flask.Flask` :param str config_group: :class:`oslo_config.cfg.OptGroup` to which to attach. When initialized, the ext...
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python
train
AndrewAnnex/SpiceyPy
spiceypy/spiceypy.py
https://github.com/AndrewAnnex/SpiceyPy/blob/fc20a9b9de68b58eed5b332f0c051fb343a6e335/spiceypy/spiceypy.py#L12904-L12945
def spkw18(handle, subtyp, body, center, inframe, first, last, segid, degree, packts, epochs): """ Write a type 18 segment to an SPK file. https://naif.jpl.nasa.gov/pub/naif/toolkit_docs/C/cspice/spkw18_c.html :param handle: Handle of an SPK file open for writing. :type handle: int :param subt...
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Write a type 18 segment to an SPK file. https://naif.jpl.nasa.gov/pub/naif/toolkit_docs/C/cspice/spkw18_c.html :param handle: Handle of an SPK file open for writing. :type handle: int :param subtyp: SPK type 18 subtype code. :type subtyp: int :param body: Body code for ephemeris object. :t...
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python
train
ARMmbed/icetea
icetea_lib/tools/tools.py
https://github.com/ARMmbed/icetea/blob/b2b97ac607429830cf7d62dae2e3903692c7c778/icetea_lib/tools/tools.py#L538-L549
def _create_combined_words(words, startindex): """ Helper for create_match_bool, used to combine words inside single quotes from a list into a single string. :param words: List of words. :param startindex: Index where search is started. :return: (str, int) or (None, 0) if no closing quote is fou...
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Helper for create_match_bool, used to combine words inside single quotes from a list into a single string. :param words: List of words. :param startindex: Index where search is started. :return: (str, int) or (None, 0) if no closing quote is found.
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python
train
mieubrisse/wunderpy2
wunderpy2/tasks_endpoint.py
https://github.com/mieubrisse/wunderpy2/blob/7106b6c13ca45ef4d56f805753c93258d5b822c2/wunderpy2/tasks_endpoint.py#L58-L84
def update_task(client, task_id, revision, title=None, assignee_id=None, completed=None, recurrence_type=None, recurrence_count=None, due_date=None, starred=None, remove=None): ''' Updates the task with the given ID See https://developer.wunderlist.com/documentation/endpoints/task for detailed parameter in...
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Updates the task with the given ID See https://developer.wunderlist.com/documentation/endpoints/task for detailed parameter information
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python
train
saltstack/salt
salt/modules/virt.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/modules/virt.py#L3437-L3448
def _is_kvm_hyper(): ''' Returns a bool whether or not this node is a KVM hypervisor ''' try: with salt.utils.files.fopen('/proc/modules') as fp_: if 'kvm_' not in salt.utils.stringutils.to_unicode(fp_.read()): return False except IOError: # No /proc/modul...
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Returns a bool whether or not this node is a KVM hypervisor
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python
train
aws/aws-iot-device-sdk-python
AWSIoTPythonSDK/core/shadow/deviceShadow.py
https://github.com/aws/aws-iot-device-sdk-python/blob/f0aa2ce34b21dd2e44f4fb7e1d058656aaf2fc62/AWSIoTPythonSDK/core/shadow/deviceShadow.py#L367-L399
def shadowRegisterDeltaCallback(self, srcCallback): """ **Description** Listen on delta topics for this device shadow by subscribing to delta topics. Whenever there is a difference between the desired and reported state, the registered callback will be called and the delta pay...
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**Description** Listen on delta topics for this device shadow by subscribing to delta topics. Whenever there is a difference between the desired and reported state, the registered callback will be called and the delta payload will be available in the callback. **Syntax** .. ...
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python
train
tensorpack/tensorpack
examples/FasterRCNN/model_fpn.py
https://github.com/tensorpack/tensorpack/blob/d7a13cb74c9066bc791d7aafc3b744b60ee79a9f/examples/FasterRCNN/model_fpn.py#L70-L100
def fpn_map_rois_to_levels(boxes): """ Assign boxes to level 2~5. Args: boxes (nx4): Returns: [tf.Tensor]: 4 tensors for level 2-5. Each tensor is a vector of indices of boxes in its level. [tf.Tensor]: 4 tensors, the gathered boxes in each level. Be careful that the retur...
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Assign boxes to level 2~5. Args: boxes (nx4): Returns: [tf.Tensor]: 4 tensors for level 2-5. Each tensor is a vector of indices of boxes in its level. [tf.Tensor]: 4 tensors, the gathered boxes in each level. Be careful that the returned tensor could be empty.
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python
train
mryellow/maze_explorer
mazeexp/engine/world_rewards.py
https://github.com/mryellow/maze_explorer/blob/ab8a25ccd05105d2fe57e0213d690cfc07e45827/mazeexp/engine/world_rewards.py#L71-L84
def reward_goal(self): """ Add an end goal reward """ if not 'goal' in self.mode: return mode = self.mode['goal'] if mode and mode['reward'] and self.__test_cond(mode): if mode['reward'] > 0: self.logger.info("Escaped!!") ...
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Add an end goal reward
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python
train
gabstopper/smc-python
smc/administration/scheduled_tasks.py
https://github.com/gabstopper/smc-python/blob/e027b8a5dcfaf884eada32d113d41c1e56b32457/smc/administration/scheduled_tasks.py#L592-L627
def create(cls, name, servers, backup_log_data=False, encrypt_password=None, comment=None): """ Create a new server backup task. This task provides the ability to backup individual or all management and log servers under SMC management. :param str name: na...
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python
train
materialsproject/pymatgen
pymatgen/analysis/molecule_matcher.py
https://github.com/materialsproject/pymatgen/blob/4ca558cf72f8d5f8a1f21dfdfc0181a971c186da/pymatgen/analysis/molecule_matcher.py#L237-L259
def _group_centroid(mol, ilabels, group_atoms): """ Calculate the centroids of a group atoms indexed by the labels of inchi Args: mol: The molecule. OpenBabel OBMol object ilabel: inchi label map Returns: Centroid. Tuple (x, y, z) """ ...
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Calculate the centroids of a group atoms indexed by the labels of inchi Args: mol: The molecule. OpenBabel OBMol object ilabel: inchi label map Returns: Centroid. Tuple (x, y, z)
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python
train
programa-stic/barf-project
barf/barf.py
https://github.com/programa-stic/barf-project/blob/18ed9e5eace55f7bf6015ec57f037c364099021c/barf/barf.py#L216-L232
def load_architecture(self, name, arch_info, disassembler, translator): """Translate to REIL instructions. Args: name (str): Architecture's name. arch_info (ArchitectureInformation): Architecture information object. disassembler (Disassembler): Disassembler for the a...
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Translate to REIL instructions. Args: name (str): Architecture's name. arch_info (ArchitectureInformation): Architecture information object. disassembler (Disassembler): Disassembler for the architecture. translator (Translator): Translator for the architecture.
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python
train
CalebBell/thermo
thermo/viscosity.py
https://github.com/CalebBell/thermo/blob/3857ed023a3e64fd3039a32d53576c24990ef1c3/thermo/viscosity.py#L764-L831
def Lucas(T, P, Tc, Pc, omega, P_sat, mu_l): r'''Adjustes for pressure the viscosity of a liquid using an emperical formula developed in [1]_, but as discussed in [2]_ as the original source is in German. .. math:: \frac{\mu}{\mu_{sat}}=\frac{1+D(\Delta P_r/2.118)^A}{1+C\omega \Delta P_r} ...
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r'''Adjustes for pressure the viscosity of a liquid using an emperical formula developed in [1]_, but as discussed in [2]_ as the original source is in German. .. math:: \frac{\mu}{\mu_{sat}}=\frac{1+D(\Delta P_r/2.118)^A}{1+C\omega \Delta P_r} \Delta P_r = \frac{P-P^{sat}}{P_c} A...
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python
valid
sdispater/orator
orator/orm/builder.py
https://github.com/sdispater/orator/blob/bd90bf198ee897751848f9a92e49d18e60a74136/orator/orm/builder.py#L532-L543
def _is_nested(self, name, relation): """ Determine if the relationship is nested. :type name: str :type relation: str :rtype: bool """ dots = name.find(".") return dots and name.startswith(relation + ".")
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Determine if the relationship is nested. :type name: str :type relation: str :rtype: bool
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python
train
Unity-Technologies/ml-agents
ml-agents/mlagents/trainers/ppo/trainer.py
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/ppo/trainer.py#L293-L305
def end_episode(self): """ A signal that the Episode has ended. The buffer must be reset. Get only called when the academy resets. """ self.training_buffer.reset_local_buffers() for agent_id in self.cumulative_rewards: self.cumulative_rewards[agent_id] = 0 ...
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A signal that the Episode has ended. The buffer must be reset. Get only called when the academy resets.
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python
train
maxpumperla/elephas
elephas/utils/functional_utils.py
https://github.com/maxpumperla/elephas/blob/84605acdc9564673c487637dcb27f5def128bcc7/elephas/utils/functional_utils.py#L33-L43
def get_neutral(array_list): """Get list of zero-valued numpy arrays for specified list of numpy arrays :param array_list: list of numpy arrays :return: list of zeros of same shape as input """ res = [] for x in array_list: res.append(np.zeros_like(x)) return res
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Get list of zero-valued numpy arrays for specified list of numpy arrays :param array_list: list of numpy arrays :return: list of zeros of same shape as input
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python
train
StanfordVL/robosuite
robosuite/environments/base.py
https://github.com/StanfordVL/robosuite/blob/65cd16810e2ed647e3ec88746af3412065b7f278/robosuite/environments/base.py#L115-L128
def initialize_time(self, control_freq): """ Initializes the time constants used for simulation. """ self.cur_time = 0 self.model_timestep = self.sim.model.opt.timestep if self.model_timestep <= 0: raise XMLError("xml model defined non-positive time step") ...
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Initializes the time constants used for simulation.
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python
train
rabitt/pysox
sox/transform.py
https://github.com/rabitt/pysox/blob/eae89bde74567136ec3f723c3e6b369916d9b837/sox/transform.py#L136-L253
def set_input_format(self, file_type=None, rate=None, bits=None, channels=None, encoding=None, ignore_length=False): '''Sets input file format arguments. This is primarily useful when dealing with audio files without a file extension. Overwrites any previously set input ...
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Sets input file format arguments. This is primarily useful when dealing with audio files without a file extension. Overwrites any previously set input file arguments. If this function is not explicity called the input format is inferred from the file extension or the file's header. ...
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python
valid
thebigmunch/gmusicapi-wrapper
gmusicapi_wrapper/musicmanager.py
https://github.com/thebigmunch/gmusicapi-wrapper/blob/8708683cd33955def1378fc28319ef37805b851d/gmusicapi_wrapper/musicmanager.py#L35-L73
def login(self, oauth_filename="oauth", uploader_id=None): """Authenticate the gmusicapi Musicmanager instance. Parameters: oauth_filename (str): The filename of the oauth credentials file to use/create for login. Default: ``oauth`` uploader_id (str): A unique id as a MAC address (e.g. ``'00:11:22:33:AA...
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Authenticate the gmusicapi Musicmanager instance. Parameters: oauth_filename (str): The filename of the oauth credentials file to use/create for login. Default: ``oauth`` uploader_id (str): A unique id as a MAC address (e.g. ``'00:11:22:33:AA:BB'``). This should only be provided in cases where the def...
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python
valid
askedrelic/libgreader
libgreader/auth.py
https://github.com/askedrelic/libgreader/blob/7b668ee291c2464ea172ef44393100c369efa970/libgreader/auth.py#L303-L316
def get(self, url, parameters=None): """ Convenience method for requesting to google with proper cookies/params. """ if not self.access_token: raise IOError("No authorized client available.") if parameters is None: parameters = {} parameters.update...
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Convenience method for requesting to google with proper cookies/params.
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python
train
Microsoft/nni
src/sdk/pynni/nni/networkmorphism_tuner/layer_transformer.py
https://github.com/Microsoft/nni/blob/c7cc8db32da8d2ec77a382a55089f4e17247ce41/src/sdk/pynni/nni/networkmorphism_tuner/layer_transformer.py#L223-L229
def add_noise(weights, other_weights): '''add noise to the layer. ''' w_range = np.ptp(other_weights.flatten()) noise_range = NOISE_RATIO * w_range noise = np.random.uniform(-noise_range / 2.0, noise_range / 2.0, weights.shape) return np.add(noise, weights)
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add noise to the layer.
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python
train
klahnakoski/pyLibrary
jx_base/query.py
https://github.com/klahnakoski/pyLibrary/blob/fa2dcbc48fda8d26999baef400e9a98149e0b982/jx_base/query.py#L200-L245
def wrap(query, container, namespace): """ NORMALIZE QUERY SO IT CAN STILL BE JSON """ if is_op(query, QueryOp) or query == None: return query query = wrap(query) table = container.get_table(query['from']) schema = table.schema output = QueryO...
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NORMALIZE QUERY SO IT CAN STILL BE JSON
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python
train
googleapis/google-cloud-python
bigtable/google/cloud/bigtable_v2/gapic/bigtable_client.py
https://github.com/googleapis/google-cloud-python/blob/85e80125a59cb10f8cb105f25ecc099e4b940b50/bigtable/google/cloud/bigtable_v2/gapic/bigtable_client.py#L542-L652
def check_and_mutate_row( self, table_name, row_key, app_profile_id=None, predicate_filter=None, true_mutations=None, false_mutations=None, retry=google.api_core.gapic_v1.method.DEFAULT, timeout=google.api_core.gapic_v1.method.DEFAULT, meta...
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Mutates a row atomically based on the output of a predicate Reader filter. Example: >>> from google.cloud import bigtable_v2 >>> >>> client = bigtable_v2.BigtableClient() >>> >>> table_name = client.table_path('[PROJECT]', '[INSTANCE]', '[TABLE]') ...
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python
train
craffel/mir_eval
mir_eval/pattern.py
https://github.com/craffel/mir_eval/blob/f41c8dafaea04b411252a516d1965af43c7d531b/mir_eval/pattern.py#L306-L387
def occurrence_FPR(reference_patterns, estimated_patterns, thres=.75, similarity_metric="cardinality_score"): """Establishment F1 Score, Precision and Recall. Examples -------- >>> ref_patterns = mir_eval.io.load_patterns("ref_pattern.txt") >>> est_patterns = mir_eval.io.load_pa...
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Establishment F1 Score, Precision and Recall. Examples -------- >>> ref_patterns = mir_eval.io.load_patterns("ref_pattern.txt") >>> est_patterns = mir_eval.io.load_patterns("est_pattern.txt") >>> F, P, R = mir_eval.pattern.occurrence_FPR(ref_patterns, ... ...
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python
train
vlukes/dicom2fem
dicom2fem/mesh.py
https://github.com/vlukes/dicom2fem/blob/3056c977ca7119e01984d3aa0c4448a1c6c2430f/dicom2fem/mesh.py#L67-L94
def merge_mesh( x1, ngroups1, conns1, x2, ngroups2, conns2, cmap, eps = 1e-8 ): """Merge two meshes in common coordinates found in x1, x2.""" n1 = x1.shape[0] n2 = x2.shape[0] err = nm.sum( nm.sum( nm.abs( x1[cmap[:,0],:-1] - x2[cmap[:,1],:-1] ) ) ) if abs( err ) > (10.0 * eps): print 'nonm...
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Merge two meshes in common coordinates found in x1, x2.
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python
train
spyder-ide/conda-manager
conda_manager/api/conda_api.py
https://github.com/spyder-ide/conda-manager/blob/89a2126cbecefc92185cf979347ccac1c5ee5d9d/conda_manager/api/conda_api.py#L727-L737
def _setup_config_from_kwargs(kwargs): """Setup config commands for conda.""" cmd_list = ['--json', '--force'] if 'file' in kwargs: cmd_list.extend(['--file', kwargs['file']]) if 'system' in kwargs: cmd_list.append('--system') return cmd_list
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Setup config commands for conda.
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python
train
trailofbits/protofuzz
protofuzz/values.py
https://github.com/trailofbits/protofuzz/blob/589492d34de9a0da6cc5554094e2588b893b2fd8/protofuzz/values.py#L94-L102
def get_floats(bitwidth, limit=0): ''' Return a number of interesting floating point values ''' assert bitwidth in (32, 64, 80) values = [0.0, -1.0, 1.0, -1231231231231.0123, 123123123123123.123] for val in _limit_helper(values, limit): yield val
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Return a number of interesting floating point values
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python
train
globality-corp/microcosm-flask
microcosm_flask/conventions/build_info.py
https://github.com/globality-corp/microcosm-flask/blob/c2eaf57f03e7d041eea343751a4a90fcc80df418/microcosm_flask/conventions/build_info.py#L63-L74
def configure_build_info(graph): """ Configure the build info endpoint. """ ns = Namespace( subject=BuildInfo, ) convention = BuildInfoConvention(graph) convention.configure(ns, retrieve=tuple()) return convention.build_info
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Configure the build info endpoint.
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python
train
newville/asteval
asteval/asteval.py
https://github.com/newville/asteval/blob/bb7d3a95079f96ead75ea55662014bbcc82f9b28/asteval/asteval.py#L528-L533
def on_augassign(self, node): # ('target', 'op', 'value') """Augmented assign.""" return self.on_assign(ast.Assign(targets=[node.target], value=ast.BinOp(left=node.target, op=node.op, ...
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Augmented assign.
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python
train
Yubico/python-yubico
yubico/yubikey_config.py
https://github.com/Yubico/python-yubico/blob/a72e8eddb90da6ee96e29f60912ca1f2872c9aea/yubico/yubikey_config.py#L362-L383
def ticket_flag(self, which, new=None): """ Get or set a ticket flag. 'which' can be either a string ('APPEND_CR' etc.), or an integer. You should ALWAYS use a string, unless you really know what you are doing. """ flag = _get_flag(which, TicketFlags) if flag: ...
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Get or set a ticket flag. 'which' can be either a string ('APPEND_CR' etc.), or an integer. You should ALWAYS use a string, unless you really know what you are doing.
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python
train
saltstack/salt
salt/states/postgres_cluster.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/states/postgres_cluster.py#L117-L151
def absent(version, name): ''' Ensure that the named cluster is absent version Version of the postgresql server of the cluster to remove name The name of the cluster to remove .. versionadded:: 2015.XX ''' ret = {'name': name, 'changes': {}, ...
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Ensure that the named cluster is absent version Version of the postgresql server of the cluster to remove name The name of the cluster to remove .. versionadded:: 2015.XX
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python
train
secynic/ipwhois
ipwhois/scripts/ipwhois_cli.py
https://github.com/secynic/ipwhois/blob/b5d634d36b0b942d538d38d77b3bdcd815f155a0/ipwhois/scripts/ipwhois_cli.py#L489-L532
def generate_output_entities(self, json_data=None, hr=True, show_name=False, colorize=True): """ The function for generating CLI output RDAP entity results. Args: json_data (:obj:`dict`): The data to process. Defaults to None. hr (:obj:`b...
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The function for generating CLI output RDAP entity results. Args: json_data (:obj:`dict`): The data to process. Defaults to None. hr (:obj:`bool`): Enable human readable key translations. Defaults to True. show_name (:obj:`bool`): Show human readable name (de...
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python
train
pytroll/satpy
satpy/readers/goes_imager_nc.py
https://github.com/pytroll/satpy/blob/1f21d20ac686b745fb0da9b4030d139893e066dd/satpy/readers/goes_imager_nc.py#L926-L954
def _update_metadata(self, data, ds_info): """Update metadata of the given DataArray""" # Metadata from the dataset definition data.attrs.update(ds_info) # If the file_type attribute is a list and the data is xarray # the concat of the dataset will not work. As the file_type is ...
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Update metadata of the given DataArray
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python
train
pyupio/changelogs
changelogs/finder.py
https://github.com/pyupio/changelogs/blob/0cdb929ac4546c766cd7eef9ae4eb4baaa08f452/changelogs/finder.py#L62-L95
def find_repo_urls(session, name, candidates): """ Visits the given URL candidates and searches the page for valid links to a repository. :param session: requests Session instance :param name: str, project name :param candidates: list, list of URL candidates :return: str, URL to a repo """ ...
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Visits the given URL candidates and searches the page for valid links to a repository. :param session: requests Session instance :param name: str, project name :param candidates: list, list of URL candidates :return: str, URL to a repo
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python
train
pip-services3-python/pip-services3-commons-python
pip_services3_commons/random/RandomDateTime.py
https://github.com/pip-services3-python/pip-services3-commons-python/blob/22cbbb3e91e49717f65c083d36147fdb07ba9e3b/pip_services3_commons/random/RandomDateTime.py#L66-L79
def next_datetime(min_year = None, max_year = None): """ Generates a random Date and time in the range ['minYear', 'maxYear']. This method generate dates without time (or time set to 00:00:00) :param min_year: (optional) minimum range value :param max_year: max range value ...
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Generates a random Date and time in the range ['minYear', 'maxYear']. This method generate dates without time (or time set to 00:00:00) :param min_year: (optional) minimum range value :param max_year: max range value :return: a random Date and time value.
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python
train