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dbrattli/OSlash
oslash/observable.py
https://github.com/dbrattli/OSlash/blob/ffdc714c5d454f7519f740254de89f70850929eb/oslash/observable.py#L47-L53
def bind(self, fn: Callable[[Any], 'Observable']) -> 'Observable': r"""Chain continuation passing functions. Haskell: m >>= k = Cont $ \c -> runCont m $ \a -> runCont (k a) c """ source = self return Observable(lambda on_next: source.subscribe(lambda a: fn(a).subscribe(on_next))...
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r"""Chain continuation passing functions. Haskell: m >>= k = Cont $ \c -> runCont m $ \a -> runCont (k a) c
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python
train
45
astropy/photutils
photutils/segmentation/properties.py
https://github.com/astropy/photutils/blob/cc9bb4534ab76bac98cb5f374a348a2573d10401/photutils/segmentation/properties.py#L1061-L1078
def eccentricity(self): """ The eccentricity of the 2D Gaussian function that has the same second-order moments as the source. The eccentricity is the fraction of the distance along the semimajor axis at which the focus lies. .. math:: e = \\sqrt{1 - \\frac{b^2}{a^2}} ...
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The eccentricity of the 2D Gaussian function that has the same second-order moments as the source. The eccentricity is the fraction of the distance along the semimajor axis at which the focus lies. .. math:: e = \\sqrt{1 - \\frac{b^2}{a^2}} where :math:`a` and :math:`b` are th...
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python
train
31.666667
the01/python-floscraper
floscraper/webscraper.py
https://github.com/the01/python-floscraper/blob/d578cd3d6381070d9a07dade1e10387ae33e9a65/floscraper/webscraper.py#L642-L655
def shrink(self, shrink): """ Remove unnecessary parts :param shrink: Object to shringk :type shrink: dict | list :return: Shrunk object :rtype: dict | list """ if isinstance(shrink, list): return self._shrink_list(shrink) if isinstanc...
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Remove unnecessary parts :param shrink: Object to shringk :type shrink: dict | list :return: Shrunk object :rtype: dict | list
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python
train
27.857143
googledatalab/pydatalab
google/datalab/ml/_job.py
https://github.com/googledatalab/pydatalab/blob/d9031901d5bca22fe0d5925d204e6698df9852e1/google/datalab/ml/_job.py#L119-L151
def submit_batch_prediction(job_request, job_id=None): """Submit a batch prediction job. Args: job_request: the arguments of the training job in a dict. For example, { 'version_name': 'projects/my-project/models/my-model/versions/my-version', 'data_format': 'TEXT', ...
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Submit a batch prediction job. Args: job_request: the arguments of the training job in a dict. For example, { 'version_name': 'projects/my-project/models/my-model/versions/my-version', 'data_format': 'TEXT', 'input_paths': ['gs://my_bucket/my_file.csv'], ...
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python
train
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chemlab/chemlab
chemlab/mviewer/api/selections.py
https://github.com/chemlab/chemlab/blob/c8730966316d101e24f39ac3b96b51282aba0abe/chemlab/mviewer/api/selections.py#L54-L69
def select_connected_bonds(): '''Select the bonds connected to the currently selected atoms.''' s = current_system() start, end = s.bonds.transpose() selected = np.zeros(s.n_bonds, 'bool') for i in selected_atoms(): selected |= (i == start) | (i == end) csel = current_selection() bs...
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Select the bonds connected to the currently selected atoms.
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python
train
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cmbruns/pyopenvr
src/openvr/__init__.py
https://github.com/cmbruns/pyopenvr/blob/68395d26bb3df6ab1f0f059c38d441f962938be6/src/openvr/__init__.py#L5943-L5953
def setActionManifestPath(self, pchActionManifestPath): """ Sets the path to the action manifest JSON file that is used by this application. If this information was set on the Steam partner site, calls to this function are ignored. If the Steam partner site setting and the path provided ...
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Sets the path to the action manifest JSON file that is used by this application. If this information was set on the Steam partner site, calls to this function are ignored. If the Steam partner site setting and the path provided by this call are different, VRInputError_MismatchedActionManifest is returne...
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python
train
56.818182
yunojuno/elasticsearch-django
elasticsearch_django/settings.py
https://github.com/yunojuno/elasticsearch-django/blob/e8d98d32bcd77f1bedb8f1a22b6523ca44ffd489/elasticsearch_django/settings.py#L29-L34
def get_setting(key, *default): """Return specific search setting from Django conf.""" if default: return get_settings().get(key, default[0]) else: return get_settings()[key]
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Return specific search setting from Django conf.
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python
train
32.833333
XuShaohua/bcloud
bcloud/gutil.py
https://github.com/XuShaohua/bcloud/blob/4b54e0fdccf2b3013285fef05c97354cfa31697b/bcloud/gutil.py#L329-L340
def tree_model_natsort(model, row1, row2, user_data=None): '''用natural sorting算法对TreeModel的一个column进行排序''' sort_column, sort_type = model.get_sort_column_id() value1 = model.get_value(row1, sort_column) value2 = model.get_value(row2, sort_column) sort_list1 = util.natsort(value1) sort_list2 = ut...
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用natural sorting算法对TreeModel的一个column进行排序
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python
train
36.75
dougalsutherland/skl-groups
skl_groups/kernels/transform.py
https://github.com/dougalsutherland/skl-groups/blob/2584c10a413626c6d5f9078cdbf3dcc84e4e9a5b/skl_groups/kernels/transform.py#L259-L290
def fit(self, X, y=None): ''' Learn the linear transformation to clipped eigenvalues. Note that if min_eig isn't zero and any of the original eigenvalues were exactly zero, this will leave those eigenvalues as zero. Parameters ---------- X : array, shape [n, n] ...
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python
valid
36.1875
saltstack/salt
salt/utils/openstack/nova.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/utils/openstack/nova.py#L869-L875
def keypair_delete(self, name): ''' Delete a keypair ''' nt_ks = self.compute_conn nt_ks.keypairs.delete(name) return 'Keypair deleted: {0}'.format(name)
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Delete a keypair
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python
train
27.857143
TrafficSenseMSD/SumoTools
traci/_vehicle.py
https://github.com/TrafficSenseMSD/SumoTools/blob/8607b4f885f1d1798e43240be643efe6dccccdaa/traci/_vehicle.py#L896-L932
def setEffort(self, vehID, edgeID, effort=None, begTime=None, endTime=None): """setEffort(string, string, double, int, int) -> None Inserts the information about the effort of edge "edgeID" valid from begin time to end time into the vehicle's internal edge weights container. If t...
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setEffort(string, string, double, int, int) -> None Inserts the information about the effort of edge "edgeID" valid from begin time to end time into the vehicle's internal edge weights container. If the time is not specified, any previously set values for that edge are removed. ...
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python
train
61.243243
note35/sinon
sinon/lib/base.py
https://github.com/note35/sinon/blob/f1d551b679b393d64d926a8a279320904c38d0f5/sinon/lib/base.py#L207-L227
def wrap2stub(self, customfunc): """ Wrapping the inspector as a stub based on the type Args: customfunc: function that replaces the original Returns: function, the spy wrapper around the customfunc """ if self.args_type == "MODULE_FUNCTION": ...
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Wrapping the inspector as a stub based on the type Args: customfunc: function that replaces the original Returns: function, the spy wrapper around the customfunc
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python
train
40.761905
QUANTAXIS/QUANTAXIS
QUANTAXIS/QAARP/QARisk.py
https://github.com/QUANTAXIS/QUANTAXIS/blob/bb1fe424e4108b62a1f712b81a05cf829297a5c0/QUANTAXIS/QAARP/QARisk.py#L252-L266
def max_dropback(self): """最大回撤 """ return round( float( max( [ (self.assets.iloc[idx] - self.assets.iloc[idx::].min()) / self.assets.iloc[idx] for idx in range(len(self.assets...
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最大回撤
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python
train
25.8
saltstack/salt
salt/states/tuned.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/states/tuned.py#L18-L86
def profile(name): ''' This state module allows you to modify system tuned parameters Example tuned.sls file to set profile to virtual-guest tuned: tuned: - profile - name: virtual-guest name tuned profile name to set the system to To see a valid list of states ...
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This state module allows you to modify system tuned parameters Example tuned.sls file to set profile to virtual-guest tuned: tuned: - profile - name: virtual-guest name tuned profile name to set the system to To see a valid list of states call execution module: ...
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python
train
27.913043
bspaans/python-mingus
mingus/midi/pyfluidsynth.py
https://github.com/bspaans/python-mingus/blob/aa5a5d992d45ada61be0f9f86261380731bd7749/mingus/midi/pyfluidsynth.py#L41-L48
def cfunc(name, result, *args): """Build and apply a ctypes prototype complete with parameter flags.""" atypes = [] aflags = [] for arg in args: atypes.append(arg[1]) aflags.append((arg[2], arg[0]) + arg[3:]) return CFUNCTYPE(result, *atypes)((name, _fl), tuple(aflags))
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Build and apply a ctypes prototype complete with parameter flags.
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python
train
37.375
slundberg/shap
shap/benchmark/metrics.py
https://github.com/slundberg/shap/blob/b280cb81d498b9d98565cad8dd16fc88ae52649f/shap/benchmark/metrics.py#L225-L232
def keep_absolute_resample__roc_auc(X, y, model_generator, method_name, num_fcounts=11): """ Keep Absolute (resample) xlabel = "Max fraction of features kept" ylabel = "ROC AUC" transform = "identity" sort_order = 12 """ return __run_measure(measures.keep_resample, X, y, model_generator, met...
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Keep Absolute (resample) xlabel = "Max fraction of features kept" ylabel = "ROC AUC" transform = "identity" sort_order = 12
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python
train
46.125
saltstack/salt
salt/modules/pagerduty_util.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/modules/pagerduty_util.py#L106-L121
def _list_items(action, key, profile=None, subdomain=None, api_key=None): ''' List items belonging to an API call. This method should be in utils.pagerduty. ''' items = _query( profile=profile, subdomain=subdomain, api_key=api_key, action=action ) ret = {} ...
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List items belonging to an API call. This method should be in utils.pagerduty.
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python
train
23.625
theodoregoetz/wernher
wernher/colorline.py
https://github.com/theodoregoetz/wernher/blob/ef5d3aabe24e532b5eab33cd0212b2dbc2c9022e/wernher/colorline.py#L31-L40
def make_segments(x, y): """ Create list of line segments from x and y coordinates, in the correct format for LineCollection: an array of the form numlines x (points per line) x 2 (x and y) array """ points = np.array([x, y]).T.reshape(-1, 1, 2) segments = np.concatenate([points[:-1], point...
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Create list of line segments from x and y coordinates, in the correct format for LineCollection: an array of the form numlines x (points per line) x 2 (x and y) array
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python
train
34.6
draperunner/fjlc
fjlc/utils/json_utils.py
https://github.com/draperunner/fjlc/blob/d2cc8cf1244984e7caf0bf95b11ed1677a94c994/fjlc/utils/json_utils.py#L18-L27
def to_json_file(file, data, pretty): """ Writes object instance in JSON formatted String to file :param file: File to write JSON string ot :param data: Object to convert to JSON :param pretty: Use pretty formatting or not """ json_string = to_json(data, pretty) file_utils.write_to...
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python
train
33.5
estnltk/estnltk
estnltk/text.py
https://github.com/estnltk/estnltk/blob/28ae334a68a0673072febc318635f04da0dcc54a/estnltk/text.py#L954-L958
def clause_annotations(self): """The list of clause annotations in ``words`` layer.""" if not self.is_tagged(CLAUSE_ANNOTATION): self.tag_clause_annotations() return [word.get(CLAUSE_ANNOTATION, None) for word in self[WORDS]]
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The list of clause annotations in ``words`` layer.
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python
train
51.4
uwdata/draco
draco/helper.py
https://github.com/uwdata/draco/blob/b130b5ebdb369e18e046706c73dc9c29b8159f7f/draco/helper.py#L37-L56
def read_data_to_asp(file: str) -> List[str]: """ Reads the given JSON file and generates the ASP definition. Args: file: the json data file Returns: the asp definition. """ if file.endswith(".json"): with open(file) as f: data = json.load(f) ...
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Reads the given JSON file and generates the ASP definition. Args: file: the json data file Returns: the asp definition.
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python
train
32
kkroening/ffmpeg-python
examples/tensorflow_stream.py
https://github.com/kkroening/ffmpeg-python/blob/ac111dc3a976ddbb872bc7d6d4fe24a267c1a956/examples/tensorflow_stream.py#L199-L213
def _calc_grad_tiled(self, img, t_grad, tile_size=512): '''Compute the value of tensor t_grad over the image in a tiled way. Random shifts are applied to the image to blur tile boundaries over multiple iterations.''' sz = tile_size h, w = img.shape[:2] sx, sy = np.random...
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Compute the value of tensor t_grad over the image in a tiled way. Random shifts are applied to the image to blur tile boundaries over multiple iterations.
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python
train
48.266667
eandersson/amqpstorm
amqpstorm/connection.py
https://github.com/eandersson/amqpstorm/blob/38330906c0af19eea482f43c5ce79bab98a1e064/amqpstorm/connection.py#L145-L170
def channel(self, rpc_timeout=60, lazy=False): """Open Channel. :param int rpc_timeout: Timeout before we give up waiting for an RPC response from the server. :raises AMQPInvalidArgument: Invalid Parameters :raises AMQPChannelError: Raises if the channel...
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python
train
43.730769
Microsoft/azure-devops-python-api
azure-devops/azure/devops/v5_0/notification/notification_client.py
https://github.com/Microsoft/azure-devops-python-api/blob/4777ffda2f5052fabbaddb2abe9cb434e0cf1aa8/azure-devops/azure/devops/v5_0/notification/notification_client.py#L186-L197
def query_subscriptions(self, subscription_query): """QuerySubscriptions. [Preview API] Query for subscriptions. A subscription is returned if it matches one or more of the specified conditions. :param :class:`<SubscriptionQuery> <azure.devops.v5_0.notification.models.SubscriptionQuery>` subscri...
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QuerySubscriptions. [Preview API] Query for subscriptions. A subscription is returned if it matches one or more of the specified conditions. :param :class:`<SubscriptionQuery> <azure.devops.v5_0.notification.models.SubscriptionQuery>` subscription_query: :rtype: [NotificationSubscription]
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python
train
65.666667
fake-name/ChromeController
ChromeController/manager.py
https://github.com/fake-name/ChromeController/blob/914dd136184e8f1165c7aa6ef30418aaf10c61f0/ChromeController/manager.py#L352-L378
def get_page_url_title(self): ''' Get the title and current url from the remote session. Return is a 2-tuple: (page_title, page_url). ''' cr_tab_id = self.transport._get_cr_tab_meta_for_key(self.tab_id)['id'] targets = self.Target_getTargets() assert 'result' in targets assert 'targetInfos' in targe...
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Get the title and current url from the remote session. Return is a 2-tuple: (page_title, page_url).
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python
train
25.037037
croach/django-simple-rest
simple_rest/utils/serializers.py
https://github.com/croach/django-simple-rest/blob/5f5904969d170ef3803a9fb735f814ef76f79427/simple_rest/utils/serializers.py#L53-L90
def to_html(data): """ Serializes a python object as HTML This method uses the to_json method to turn the given data object into formatted JSON that is displayed in an HTML page. If pygments in installed, syntax highlighting will also be applied to the JSON. """ base_html_template = Templat...
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Serializes a python object as HTML This method uses the to_json method to turn the given data object into formatted JSON that is displayed in an HTML page. If pygments in installed, syntax highlighting will also be applied to the JSON.
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python
train
29.552632
CalebBell/thermo
thermo/thermal_conductivity.py
https://github.com/CalebBell/thermo/blob/3857ed023a3e64fd3039a32d53576c24990ef1c3/thermo/thermal_conductivity.py#L2091-L2141
def calculate(self, T, method): r'''Method to calculate low-pressure gas thermal conductivity at tempearture `T` with a given method. This method has no exception handling; see `T_dependent_property` for that. Parameters ---------- T : float Temperat...
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r'''Method to calculate low-pressure gas thermal conductivity at tempearture `T` with a given method. This method has no exception handling; see `T_dependent_property` for that. Parameters ---------- T : float Temperature of the gas, [K] method : str...
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python
valid
43.980392
googleapis/google-cloud-python
bigquery/google/cloud/bigquery/job.py
https://github.com/googleapis/google-cloud-python/blob/85e80125a59cb10f8cb105f25ecc099e4b940b50/bigquery/google/cloud/bigquery/job.py#L981-L994
def destination_encryption_configuration(self): """google.cloud.bigquery.table.EncryptionConfiguration: Custom encryption configuration for the destination table. Custom encryption configuration (e.g., Cloud KMS keys) or :data:`None` if using default encryption. See htt...
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google.cloud.bigquery.table.EncryptionConfiguration: Custom encryption configuration for the destination table. Custom encryption configuration (e.g., Cloud KMS keys) or :data:`None` if using default encryption. See https://cloud.google.com/bigquery/docs/reference/rest/v2/jobs#...
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python
train
43.928571
dcos/shakedown
shakedown/dcos/security.py
https://github.com/dcos/shakedown/blob/e2f9e2382788dbcd29bd18aa058b76e7c3b83b3e/shakedown/dcos/security.py#L117-L135
def remove_user_permission(rid, uid, action='full'): """ Removes user permission on a given resource. :param uid: user id :type uid: str :param rid: resource ID :type rid: str :param action: read, write, update, delete or full :type action: str """ rid = rid....
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Removes user permission on a given resource. :param uid: user id :type uid: str :param rid: resource ID :type rid: str :param action: read, write, update, delete or full :type action: str
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python
train
30.684211
saltstack/salt
salt/modules/shadow.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/modules/shadow.py#L53-L95
def info(name, root=None): ''' Return information for the specified user name User to get the information for root Directory to chroot into CLI Example: .. code-block:: bash salt '*' shadow.info root ''' if root is not None: getspnam = functools.parti...
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Return information for the specified user name User to get the information for root Directory to chroot into CLI Example: .. code-block:: bash salt '*' shadow.info root
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python
train
24.186047
gwpy/gwpy
gwpy/timeseries/timeseries.py
https://github.com/gwpy/gwpy/blob/7a92b917e7dd2d99b15895293a1fa1d66cdb210a/gwpy/timeseries/timeseries.py#L175-L257
def average_fft(self, fftlength=None, overlap=0, window=None): """Compute the averaged one-dimensional DFT of this `TimeSeries`. This method computes a number of FFTs of duration ``fftlength`` and ``overlap`` (both given in seconds), and returns the mean average. This method is analogou...
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Compute the averaged one-dimensional DFT of this `TimeSeries`. This method computes a number of FFTs of duration ``fftlength`` and ``overlap`` (both given in seconds), and returns the mean average. This method is analogous to the Welch average method for power spectra. Paramete...
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python
train
37
rene-aguirre/pywinusb
pywinusb/hid/core.py
https://github.com/rene-aguirre/pywinusb/blob/954c4b2105d9f01cb0c50e24500bb747d4ecdc43/pywinusb/hid/core.py#L1465-L1499
def send(self, raw_data = None): """Prepare HID raw report (unless raw_data is provided) and send it to HID device """ if self.__report_kind != HidP_Output \ and self.__report_kind != HidP_Feature: raise HIDError("Only for output or feature reports") ...
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Prepare HID raw report (unless raw_data is provided) and send it to HID device
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python
train
44.971429
ThreatConnect-Inc/tcex
tcex/tcex_resources.py
https://github.com/ThreatConnect-Inc/tcex/blob/dd4d7a1ef723af1561687120191886b9a2fd4b47/tcex/tcex_resources.py#L1045-L1100
def victim_assets(self, asset_type=None, asset_id=None): """Victim Asset endpoint for this resource with optional asset type. This method will set the resource endpoint for working with Victim Assets. The HTTP GET method will return all Victim Assets associated with this resource or if ...
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Victim Asset endpoint for this resource with optional asset type. This method will set the resource endpoint for working with Victim Assets. The HTTP GET method will return all Victim Assets associated with this resource or if a asset type is provided it will return the provided asset t...
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python
train
68.589286
threeML/astromodels
astromodels/utils/angular_distance.py
https://github.com/threeML/astromodels/blob/9aac365a372f77603039533df9a6b694c1e360d5/astromodels/utils/angular_distance.py#L61-L83
def spherical_angle( ra0, dec0, ra1, dec1, ra2, dec2 ): """ Returns the spherical angle distance between two sets of great circles defined by (ra0, dec0), (ra1, dec1) and (ra0, dec0), (ra2, dec2) :param ra0: array or float, longitude of intersection point(s) :param dec0: array or float, latitude of int...
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Returns the spherical angle distance between two sets of great circles defined by (ra0, dec0), (ra1, dec1) and (ra0, dec0), (ra2, dec2) :param ra0: array or float, longitude of intersection point(s) :param dec0: array or float, latitude of intersection point(s) :param ra1: array or float, longitude of firs...
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python
train
50.217391
wbond/certvalidator
certvalidator/context.py
https://github.com/wbond/certvalidator/blob/c62233a713bcc36963e9d82323ec8d84f8e01485/certvalidator/context.py#L433-L475
def retrieve_crls(self, cert): """ :param cert: An asn1crypto.x509.Certificate object :param path: A certvalidator.path.ValidationPath object for the cert :return: A list of asn1crypto.crl.CertificateList objects """ if not self._all...
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:param cert: An asn1crypto.x509.Certificate object :param path: A certvalidator.path.ValidationPath object for the cert :return: A list of asn1crypto.crl.CertificateList objects
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python
train
36.651163
chimera0/accel-brain-code
Reinforcement-Learning/demo/demo_maze_deep_q_network.py
https://github.com/chimera0/accel-brain-code/blob/03661f6f544bed656269fcd4b3c23c9061629daa/Reinforcement-Learning/demo/demo_maze_deep_q_network.py#L45-L79
def inference(self, state_arr, limit=1000): ''' Infernce. Args: state_arr: `np.ndarray` of state. limit: The number of inferencing. Returns: `list of `np.ndarray` of an optimal route. ''' agent_x, agent_y = n...
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Infernce. Args: state_arr: `np.ndarray` of state. limit: The number of inferencing. Returns: `list of `np.ndarray` of an optimal route.
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python
train
33.228571
astropy/photutils
photutils/utils/misc.py
https://github.com/astropy/photutils/blob/cc9bb4534ab76bac98cb5f374a348a2573d10401/photutils/utils/misc.py#L15-L32
def get_version_info(): """ Return astropy and photutils versions. Returns ------- result : str The astropy and photutils versions. """ from astropy import __version__ astropy_version = __version__ from photutils import __version__ photutils_version = __version__ ...
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Return astropy and photutils versions. Returns ------- result : str The astropy and photutils versions.
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python
train
24
tensorflow/tensor2tensor
tensor2tensor/data_generators/text_encoder.py
https://github.com/tensorflow/tensor2tensor/blob/272500b6efe353aeb638d2745ed56e519462ca31/tensor2tensor/data_generators/text_encoder.py#L338-L351
def _init_vocab_from_file(self, filename): """Load vocab from a file. Args: filename: The file to load vocabulary from. """ with tf.gfile.Open(filename) as f: tokens = [token.strip() for token in f.readlines()] def token_gen(): for token in tokens: yield token self._...
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Load vocab from a file. Args: filename: The file to load vocabulary from.
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python
train
25.5
Nachtfeuer/pipeline
spline/tools/report/collector.py
https://github.com/Nachtfeuer/pipeline/blob/04ca18c4e95e4349532bb45b768206393e1f2c13/spline/tools/report/collector.py#L115-L122
def schema_event_items(): """Schema for event items.""" return { 'timestamp': And(int, lambda n: n > 0), Optional('information', default={}): { Optional(Regex(r'([a-z][_a-z]*)')): object } }
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Schema for event items.
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python
train
32.375
saltstack/salt
salt/utils/vsan.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/utils/vsan.py#L158-L184
def get_host_vsan_system(service_instance, host_ref, hostname=None): ''' Returns a host's vsan system service_instance Service instance to the host or vCenter host_ref Refernce to ESXi host hostname Name of ESXi host. Default value is None. ''' if not hostname: ...
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Returns a host's vsan system service_instance Service instance to the host or vCenter host_ref Refernce to ESXi host hostname Name of ESXi host. Default value is None.
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python
train
35.777778
watson-developer-cloud/python-sdk
ibm_watson/discovery_v1.py
https://github.com/watson-developer-cloud/python-sdk/blob/4c2c9df4466fcde88975da9ecd834e6ba95eb353/ibm_watson/discovery_v1.py#L2318-L2375
def add_training_data(self, environment_id, collection_id, natural_language_query=None, filter=None, examples=None, **kwargs): """ Add query to trai...
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Add query to training data. Adds a query to the training data for this collection. The query can contain a filter and natural language query. :param str environment_id: The ID of the environment. :param str collection_id: The ID of the collection. :param str natural_language_qu...
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python
train
36.965517
Diviyan-Kalainathan/CausalDiscoveryToolbox
cdt/independence/graph/model.py
https://github.com/Diviyan-Kalainathan/CausalDiscoveryToolbox/blob/be228b078ba9eb76c01b3ccba9a1c0ad9e9e5ed1/cdt/independence/graph/model.py#L83-L100
def run_feature_selection(self, df_data, target, idx=0, **kwargs): """Run feature selection for one node: wrapper around ``self.predict_features``. Args: df_data (pandas.DataFrame): All the observational data target (str): Name of the target variable idx (int...
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Run feature selection for one node: wrapper around ``self.predict_features``. Args: df_data (pandas.DataFrame): All the observational data target (str): Name of the target variable idx (int): (optional) For printing purposes Returns: list: scores...
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python
valid
39.888889
ARMmbed/mbed-connector-api-python
mbed_connector_api/mbed_connector_api.py
https://github.com/ARMmbed/mbed-connector-api-python/blob/a5024a01dc67cc192c8bf7a70b251fcf0a3f279b/mbed_connector_api/mbed_connector_api.py#L220-L245
def putResourceValue(self,ep,res,data,cbfn=""): """ Put a value to a resource on an endpoint :param str ep: name of endpoint :param str res: name of resource :param str data: data to send via PUT :param fnptr cbfn: Optional - callback funtion to call when operation is completed :return: successful ``.s...
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Put a value to a resource on an endpoint :param str ep: name of endpoint :param str res: name of resource :param str data: data to send via PUT :param fnptr cbfn: Optional - callback funtion to call when operation is completed :return: successful ``.status_code`` / ``.is_done``. Check the ``.error`` :rty...
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python
train
35.346154
estnltk/estnltk
estnltk/wordnet/wn.py
https://github.com/estnltk/estnltk/blob/28ae334a68a0673072febc318635f04da0dcc54a/estnltk/wordnet/wn.py#L258-L316
def all_synsets(pos=None): """Return all the synsets which have the provided pos. Notes ----- Returns thousands or tens of thousands of synsets - first time will take significant time. Useful for initializing synsets as each returned synset is also stored in a global dictionary for fast retrieval t...
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Return all the synsets which have the provided pos. Notes ----- Returns thousands or tens of thousands of synsets - first time will take significant time. Useful for initializing synsets as each returned synset is also stored in a global dictionary for fast retrieval the next time. Parameters ...
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python
train
37.322034
llllllllll/codetransformer
codetransformer/decompiler/_343.py
https://github.com/llllllllll/codetransformer/blob/c5f551e915df45adc7da7e0b1b635f0cc6a1bb27/codetransformer/decompiler/_343.py#L1490-L1527
def make_defaults_and_annotations(make_function_instr, builders): """ Get the AST expressions corresponding to the defaults, kwonly defaults, and annotations for a function created by `make_function_instr`. """ # Integer counts. n_defaults, n_kwonlydefaults, n_annotations = unpack_make_function_...
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Get the AST expressions corresponding to the defaults, kwonly defaults, and annotations for a function created by `make_function_instr`.
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python
train
34.894737
awslabs/mxboard
python/mxboard/summary.py
https://github.com/awslabs/mxboard/blob/36057ff0f05325c9dc2fe046521325bf9d563a88/python/mxboard/summary.py#L169-L189
def image_summary(tag, image): """Outputs a `Summary` protocol buffer with image(s). Parameters ---------- tag : str A name for the generated summary. Will also serve as a series name in TensorBoard. image : MXNet `NDArray` or `numpy.ndarray` Image data that is one o...
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Outputs a `Summary` protocol buffer with image(s). Parameters ---------- tag : str A name for the generated summary. Will also serve as a series name in TensorBoard. image : MXNet `NDArray` or `numpy.ndarray` Image data that is one of the following layout: (H, W), (C, H,...
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python
train
38.619048
geophysics-ubonn/crtomo_tools
lib/crtomo/parManager.py
https://github.com/geophysics-ubonn/crtomo_tools/blob/27c3e21a557f8df1c12455b96c4c2e00e08a5b4a/lib/crtomo/parManager.py#L171-L190
def load_model_from_file(self, filename): """Load one parameter set from a file which contains one value per line No row is skipped. Parameters ---------- filename : string, file path Filename to loaded data from Returns ------- pid : int ...
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Load one parameter set from a file which contains one value per line No row is skipped. Parameters ---------- filename : string, file path Filename to loaded data from Returns ------- pid : int ID of parameter set
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python
train
25.85
dailymuse/oz
oz/sqlalchemy/middleware.py
https://github.com/dailymuse/oz/blob/4329f6a207dc9d2a8fbeb4d16d415dbe4570b5bd/oz/sqlalchemy/middleware.py#L55-L73
def _sqlalchemy_on_connection_close(self): """ Rollsback and closes the active session, since the client disconnected before the request could be completed. """ if hasattr(self, "_db_conns"): try: for db_conn in self._db_conns.values(): ...
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Rollsback and closes the active session, since the client disconnected before the request could be completed.
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python
train
41.368421
LLNL/scraper
scraper/github/queryManager.py
https://github.com/LLNL/scraper/blob/881a316e4c04dfa5a9cf491b7c7f9f997a7c56ea/scraper/github/queryManager.py#L101-L139
def _readGQL(self, filePath, verbose=False): """Read a 'pretty' formatted GraphQL query file into a one-line string. Removes line breaks and comments. Condenses white space. Args: filePath (str): A relative or absolute path to a file containing a GraphQL query. ...
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Read a 'pretty' formatted GraphQL query file into a one-line string. Removes line breaks and comments. Condenses white space. Args: filePath (str): A relative or absolute path to a file containing a GraphQL query. File may use comments and multi-line formatt...
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python
test
44.615385
QUANTAXIS/QUANTAXIS
QUANTAXIS/QAFetch/QATdx.py
https://github.com/QUANTAXIS/QUANTAXIS/blob/bb1fe424e4108b62a1f712b81a05cf829297a5c0/QUANTAXIS/QAFetch/QATdx.py#L1376-L1391
def QA_fetch_get_macroindex_list(ip=None, port=None): """宏观指标列表 Keyword Arguments: ip {[type]} -- [description] (default: {None}) port {[type]} -- [description] (default: {None}) 38 10 宏观指标 HG """ global extension_market_list extension_market_list = QA...
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宏观指标列表 Keyword Arguments: ip {[type]} -- [description] (default: {None}) port {[type]} -- [description] (default: {None}) 38 10 宏观指标 HG
[ "宏观指标列表" ]
python
train
28.5625
CodeLineFi/maclookup-python
src/maclookup/api_client.py
https://github.com/CodeLineFi/maclookup-python/blob/0d87dc6cb1a8c8583c9d242fbb3e98d70d83664f/src/maclookup/api_client.py#L32-L48
def get(self, mac): """Get data from API as instance of ResponseModel. Keyword arguments: mac -- MAC address or OUI for searching """ data = { self._FORMAT_F: 'json', self._SEARCH_F: mac } response = self.__decode_str(self.__call...
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Get data from API as instance of ResponseModel. Keyword arguments: mac -- MAC address or OUI for searching
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python
train
26.352941
jhorman/pledge
pledge/__init__.py
https://github.com/jhorman/pledge/blob/062ba5b788aeb15e68c85a329374a50b4618544d/pledge/__init__.py#L78-L103
def post(cond): """ Add a postcondition check to the annotated method. The condition is passed the return value of the annotated method. """ source = inspect.getsource(cond).strip() def inner(f): if enabled: # deal with the real function, not a wrapper f = geta...
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Add a postcondition check to the annotated method. The condition is passed the return value of the annotated method.
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python
train
29.923077
mixer/beam-interactive-python
beam_interactive/proto/varint.py
https://github.com/mixer/beam-interactive-python/blob/e035bc45515dea9315b77648a24b5ae8685aa5cf/beam_interactive/proto/varint.py#L62-L86
def _SignedVarintDecoder(mask): """Like _VarintDecoder() but decodes signed values.""" def DecodeVarint(buffer, pos): result = 0 shift = 0 while 1: if pos > len(buffer) -1: raise NotEnoughDataException( "Not enough data to decode varint" ) b = local_ord(buffer[pos]) result |...
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Like _VarintDecoder() but decodes signed values.
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python
train
26.08
ReFirmLabs/binwalk
src/binwalk/plugins/unpfs.py
https://github.com/ReFirmLabs/binwalk/blob/a0c5315fd2bae167e5c3d8469ce95d5defc743c2/src/binwalk/plugins/unpfs.py#L10-L13
def _make_short(self, data, endianness): """Returns a 2 byte integer.""" data = binwalk.core.compat.str2bytes(data) return struct.unpack('%sH' % endianness, data)[0]
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Returns a 2 byte integer.
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python
train
46.5
pymupdf/PyMuPDF
fitz/utils.py
https://github.com/pymupdf/PyMuPDF/blob/917f2d83482510e26ba0ff01fd2392c26f3a8e90/fitz/utils.py#L2136-L2203
def drawSector(self, center, point, beta, fullSector=True): """Draw a circle sector. """ center = Point(center) point = Point(point) l3 = "%g %g m\n" l4 = "%g %g %g %g %g %g c\n" l5 = "%g %g l\n" betar = math.radians(-beta) w360 = math.radians(math...
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Draw a circle sector.
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python
train
50.441176
PythonCharmers/python-future
src/future/backports/xmlrpc/server.py
https://github.com/PythonCharmers/python-future/blob/c423752879acc05eebc29b0bb9909327bd5c7308/src/future/backports/xmlrpc/server.py#L311-L340
def system_methodHelp(self, method_name): """system.methodHelp('add') => "Adds two integers together" Returns a string containing documentation for the specified method.""" method = None if method_name in self.funcs: method = self.funcs[method_name] elif self.instan...
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system.methodHelp('add') => "Adds two integers together" Returns a string containing documentation for the specified method.
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python
train
40.4
horazont/aioxmpp
aioxmpp/stream.py
https://github.com/horazont/aioxmpp/blob/22a68e5e1d23f2a4dee470092adbd4672f9ef061/aioxmpp/stream.py#L2509-L2542
def send_iq_and_wait_for_reply(self, iq, *, timeout=None): """ Send an IQ stanza `iq` and wait for the response. If `timeout` is not :data:`None`, it must be the time in seconds for which to wait for a response. If the response is a ``"result"`...
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Send an IQ stanza `iq` and wait for the response. If `timeout` is not :data:`None`, it must be the time in seconds for which to wait for a response. If the response is a ``"result"`` IQ, the value of the :attr:`~aioxmpp.IQ.payload` attribute is returned. Otherwise, the exception...
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python
train
33.558824
mkoura/dump2polarion
dump2polarion/csv2sqlite_cli.py
https://github.com/mkoura/dump2polarion/blob/f4bd24e9d5070e282aad15f1e8bb514c0525cd37/dump2polarion/csv2sqlite_cli.py#L80-L113
def main(args=None): """Main function for cli.""" args = get_args(args) utils.init_log(args.log_level) if ".csv" not in args.input_file.lower(): logger.warning("Make sure the input file '%s' is in CSV format", args.input_file) try: records = csvtools.get_imported_data(args.input_f...
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Main function for cli.
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python
train
29.882353
log2timeline/plaso
plaso/storage/sqlite/sqlite_file.py
https://github.com/log2timeline/plaso/blob/9c564698d2da3ffbe23607a3c54c0582ea18a6cc/plaso/storage/sqlite/sqlite_file.py#L404-L423
def _ReadAndCheckStorageMetadata(self, check_readable_only=False): """Reads storage metadata and checks that the values are valid. Args: check_readable_only (Optional[bool]): whether the store should only be checked to see if it can be read. If False, the store will be checked to see ...
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Reads storage metadata and checks that the values are valid. Args: check_readable_only (Optional[bool]): whether the store should only be checked to see if it can be read. If False, the store will be checked to see if it can be read and written to.
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python
train
42.55
simonw/csvs-to-sqlite
csvs_to_sqlite/cli.py
https://github.com/simonw/csvs-to-sqlite/blob/0a014284eac75c1b06cbdaca362f2a66648c11d2/csvs_to_sqlite/cli.py#L120-L248
def cli( paths, dbname, separator, quoting, skip_errors, replace_tables, table, extract_column, date, datetime, datetime_format, primary_key, fts, index, shape, filename_column, no_index_fks, no_fulltext_fks, ): """ PATHS: paths to individu...
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PATHS: paths to individual .csv files or to directories containing .csvs DBNAME: name of the SQLite database file to create
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python
train
30.147287
dwavesystems/dwave-system
dwave/system/composites/embedding.py
https://github.com/dwavesystems/dwave-system/blob/86a1698f15ccd8b0ece0ed868ee49292d3f67f5b/dwave/system/composites/embedding.py#L414-L429
def _adjacency_to_edges(adjacency): """determine from an adjacency the list of edges if (u, v) in edges, then (v, u) should not be""" edges = set() for u in adjacency: for v in adjacency[u]: try: edge = (u, v) if u <= v else (v, u) except TypeError: ...
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determine from an adjacency the list of edges if (u, v) in edges, then (v, u) should not be
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python
train
31.25
rytilahti/python-eq3bt
eq3bt/eq3btsmart.py
https://github.com/rytilahti/python-eq3bt/blob/595459d9885920cf13b7059a1edd2cf38cede1f0/eq3bt/eq3btsmart.py#L375-L378
def activate_eco(self): """Activates the comfort temperature.""" value = struct.pack('B', PROP_ECO) self._conn.make_request(PROP_WRITE_HANDLE, value)
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Activates the comfort temperature.
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python
train
42.5
mosesschwartz/scrypture
scrypture/scrypture_api.py
https://github.com/mosesschwartz/scrypture/blob/d51eb0c9835a5122a655078268185ce8ab9ec86a/scrypture/scrypture_api.py#L70-L75
def post(self, uri, params={}, data={}): '''A generic method to make POST requests on the given URI.''' return requests.post( urlparse.urljoin(self.BASE_URL, uri), params=params, data=json.dumps(data), verify=False, auth=self.auth, headers = {'Content-type': 'applicat...
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A generic method to make POST requests on the given URI.
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python
train
58.333333
ming060/robotframework-uiautomatorlibrary
uiautomatorlibrary/Mobile.py
https://github.com/ming060/robotframework-uiautomatorlibrary/blob/b70202b6a8aa68b4efd9d029c2845407fb33451a/uiautomatorlibrary/Mobile.py#L592-L600
def register_click_watcher(self, watcher_name, selectors, *condition_list): """ The watcher click on the object which has the *selectors* when conditions match. """ watcher = self.device.watcher(watcher_name) for condition in condition_list: watcher.when(**self.__unic...
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The watcher click on the object which has the *selectors* when conditions match.
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python
train
47.666667
TheHive-Project/TheHive4py
thehive4py/api.py
https://github.com/TheHive-Project/TheHive4py/blob/35762bbd50d8376943268464326b59c752d6241b/thehive4py/api.py#L166-L189
def create_task_log(self, task_id, case_task_log): """ :param task_id: Task identifier :param case_task_log: TheHive log :type case_task_log: CaseTaskLog defined in models.py :return: TheHive log :rtype: json """ req = self.url + "/api/case/task/{}/log"....
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:param task_id: Task identifier :param case_task_log: TheHive log :type case_task_log: CaseTaskLog defined in models.py :return: TheHive log :rtype: json
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python
train
51.083333
squaresLab/BugZoo
bugzoo/client/container.py
https://github.com/squaresLab/BugZoo/blob/68664f1977e85b37a78604f7c570382ffae1fa3b/bugzoo/client/container.py#L152-L162
def ip_address(self, container: Container ) -> Union[IPv4Address, IPv6Address]: """ The IP address used by a given container, or None if no IP address has been assigned to that container. """ r = self.__api.get('containers/{}/ip'.format(conta...
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The IP address used by a given container, or None if no IP address has been assigned to that container.
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python
train
39
gwastro/pycbc
pycbc/inject/inject.py
https://github.com/gwastro/pycbc/blob/7a64cdd104d263f1b6ea0b01e6841837d05a4cb3/pycbc/inject/inject.py#L805-L855
def write(filename, samples, write_params=None, static_args=None, injtype=None, **metadata): """Writes the injection samples to the given hdf file. Parameters ---------- filename : str The name of the file to write to. samples : io.FieldArray ...
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Writes the injection samples to the given hdf file. Parameters ---------- filename : str The name of the file to write to. samples : io.FieldArray FieldArray of parameters. write_params : list, optional Only write the given parameter names. Al...
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python
train
50.156863
tsileo/globster
lazy_regex.py
https://github.com/tsileo/globster/blob/9628bce60207b150d39b409cddc3fadb34e70841/lazy_regex.py#L60-L65
def _compile_and_collapse(self): """Actually compile the requested regex""" self._real_regex = self._real_re_compile(*self._regex_args, **self._regex_kwargs) for attr in self._regex_attributes_to_copy: setattr(self, attr, getattr(self....
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Actually compile the requested regex
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python
train
55.666667
openstack/networking-cisco
networking_cisco/apps/saf/server/services/firewall/native/fabric_setup_base.py
https://github.com/openstack/networking-cisco/blob/aa58a30aec25b86f9aa5952b0863045975debfa9/networking_cisco/apps/saf/server/services/firewall/native/fabric_setup_base.py#L1483-L1488
def get_next_state(self, state, ret, oper): """Returns the next state for a create or delete operation. """ if oper == fw_const.FW_CR_OP: return self.get_next_create_state(state, ret) else: return self.get_next_del_state(state, ret)
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Returns the next state for a create or delete operation.
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python
train
45.833333
spyder-ide/spyder
spyder/plugins/editor/widgets/base.py
https://github.com/spyder-ide/spyder/blob/f76836ce1b924bcc4efd3f74f2960d26a4e528e0/spyder/plugins/editor/widgets/base.py#L336-L352
def set_palette(self, background, foreground): """ Set text editor palette colors: background color and caret (text cursor) color """ palette = QPalette() palette.setColor(QPalette.Base, background) palette.setColor(QPalette.Text, foreground) self....
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Set text editor palette colors: background color and caret (text cursor) color
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python
train
42.647059
sosreport/sos
sos/__init__.py
https://github.com/sosreport/sos/blob/2ebc04da53dc871c8dd5243567afa4f8592dca29/sos/__init__.py#L214-L230
def _opt_to_args(cls, opt, val): """Convert a named option and optional value to command line argument notation, correctly handling options that take no value or that have special representations (e.g. verify and verbose). """ no_value = ( "allopti...
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Convert a named option and optional value to command line argument notation, correctly handling options that take no value or that have special representations (e.g. verify and verbose).
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python
train
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devassistant/devassistant
devassistant/dapi/__init__.py
https://github.com/devassistant/devassistant/blob/2dbfeaa666a64127263664d18969c55d19ecc83e/devassistant/dapi/__init__.py#L604-L611
def _report_problem(self, problem, level=logging.ERROR): '''Report a given problem''' problem = self.basename + ': ' + problem if self._logger.isEnabledFor(level): self._problematic = True if self._check_raises: raise DapInvalid(problem) self._logger.log(l...
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Report a given problem
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python
train
40.875
Tanganelli/CoAPthon3
coapthon/messages/request.py
https://github.com/Tanganelli/CoAPthon3/blob/985763bfe2eb9e00f49ec100c5b8877c2ed7d531/coapthon/messages/request.py#L147-L159
def if_match(self, values): """ Set the If-Match option of a request. :param values: the If-Match values :type values : list """ assert isinstance(values, list) for v in values: option = Option() option.number = defines.OptionRegistry.IF_M...
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Set the If-Match option of a request. :param values: the If-Match values :type values : list
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python
train
29.538462
timothycrosley/connectable
connectable/base.py
https://github.com/timothycrosley/connectable/blob/d5958d974c04b16f410c602786809d0e2a6665d2/connectable/base.py#L98-L117
def accept_arguments(method, number_of_arguments=1): """Returns True if the given method will accept the given number of arguments method: the method to perform introspection on number_of_arguments: the number_of_arguments """ if 'method' in method.__class__.__name__: number_of_argume...
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Returns True if the given method will accept the given number of arguments method: the method to perform introspection on number_of_arguments: the number_of_arguments
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python
train
48.8
amaas-fintech/amaas-core-sdk-python
amaascore/assets/interface.py
https://github.com/amaas-fintech/amaas-core-sdk-python/blob/347b71f8e776b2dde582b015e31b4802d91e8040/amaascore/assets/interface.py#L248-L261
def clear(self, asset_manager_id): """ This method deletes all the data for an asset_manager_id. It should be used with extreme caution. In production it is almost always better to Inactivate rather than delete. """ self.logger.info('Clear Assets - Asset Manager: %s', asset_mana...
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This method deletes all the data for an asset_manager_id. It should be used with extreme caution. In production it is almost always better to Inactivate rather than delete.
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python
train
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spyder-ide/spyder
spyder/utils/workers.py
https://github.com/spyder-ide/spyder/blob/f76836ce1b924bcc4efd3f74f2960d26a4e528e0/spyder/utils/workers.py#L151-L157
def _communicate(self): """Callback for communicate.""" if (not self._communicate_first and self._process.state() == QProcess.NotRunning): self.communicate() elif self._fired: self._timer.stop()
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Callback for communicate.
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python
train
36
eternnoir/pyTelegramBotAPI
telebot/apihelper.py
https://github.com/eternnoir/pyTelegramBotAPI/blob/47b53b88123097f1b9562a6cd5d4e080b86185d1/telebot/apihelper.py#L828-L841
def answer_pre_checkout_query(token, pre_checkout_query_id, ok, error_message=None): """ Once the user has confirmed their payment and shipping details, the Bot API sends the final confirmation in the form of an Update with the field pre_checkout_query. Use this method to respond to such pre-checkout queries. O...
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Once the user has confirmed their payment and shipping details, the Bot API sends the final confirmation in the form of an Update with the field pre_checkout_query. Use this method to respond to such pre-checkout queries. On success, True is returned. Note: The Bot API must receive an answer within 10 seconds after the...
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python
train
98.928571
dbader/schedule
schedule/__init__.py
https://github.com/dbader/schedule/blob/5d2653c28b1029f1e9ddc85cd9ef26c29a79fcea/schedule/__init__.py#L364-L376
def tag(self, *tags): """ Tags the job with one or more unique indentifiers. Tags must be hashable. Duplicate tags are discarded. :param tags: A unique list of ``Hashable`` tags. :return: The invoked job instance """ if not all(isinstance(tag, collections.Hashab...
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Tags the job with one or more unique indentifiers. Tags must be hashable. Duplicate tags are discarded. :param tags: A unique list of ``Hashable`` tags. :return: The invoked job instance
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python
train
33.307692
gmr/tinman
tinman/auth/ldapauth.py
https://github.com/gmr/tinman/blob/98f0acd15a228d752caa1864cdf02aaa3d492a9f/tinman/auth/ldapauth.py#L24-L54
def auth_user_ldap(uname, pwd): """ Attempts to bind using the uname/pwd combo passed in. If that works, returns true. Otherwise returns false. """ if not uname or not pwd: logging.error("Username or password not supplied") return False ld = ldap.initialize(LDAP_URL) if LDA...
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Attempts to bind using the uname/pwd combo passed in. If that works, returns true. Otherwise returns false.
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python
train
33.645161
honsiorovskyi/codeharvester
src/codeharvester/harvester.py
https://github.com/honsiorovskyi/codeharvester/blob/301b907b32ef9bbdb7099657100fbd3829c3ecc8/src/codeharvester/harvester.py#L56-L105
def parse_requirements(self, filename): """ Recursively find all the requirements needed storing them in req_parents, req_paths, req_linenos """ cwd = os.path.dirname(filename) try: fd = open(filename, 'r') for i, line in enumerate(fd.readlines()...
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Recursively find all the requirements needed storing them in req_parents, req_paths, req_linenos
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python
train
37.64
pip-services3-python/pip-services3-components-python
pip_services3_components/cache/CacheEntry.py
https://github.com/pip-services3-python/pip-services3-components-python/blob/1de9c1bb544cf1891111e9a5f5d67653f62c9b52/pip_services3_components/cache/CacheEntry.py#L36-L45
def set_value(self, value, timeout): """ Sets a new value and extends its expiration. :param value: a new cached value. :param timeout: a expiration timeout in milliseconds. """ self.value = value self.expiration = time.perf_counter() * 1000 + timeout
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Sets a new value and extends its expiration. :param value: a new cached value. :param timeout: a expiration timeout in milliseconds.
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python
train
30
mozilla-b2g/fxos-certsuite
mcts/utils/handlers/adb_b2g.py
https://github.com/mozilla-b2g/fxos-certsuite/blob/152a76c7c4c9d908524cf6e6fc25a498058f363d/mcts/utils/handlers/adb_b2g.py#L246-L259
def reboot(self, timeout=None, wait_polling_interval=None): """Reboot the device, waiting for the adb connection to become stable. :param timeout: Maximum time to wait for reboot. :param wait_polling_interval: Interval at which to poll for device readiness. """ if timeout is Non...
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Reboot the device, waiting for the adb connection to become stable. :param timeout: Maximum time to wait for reboot. :param wait_polling_interval: Interval at which to poll for device readiness.
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python
train
44.928571
googleapis/google-cloud-python
firestore/google/cloud/firestore_v1beta1/_helpers.py
https://github.com/googleapis/google-cloud-python/blob/85e80125a59cb10f8cb105f25ecc099e4b940b50/firestore/google/cloud/firestore_v1beta1/_helpers.py#L204-L215
def encode_dict(values_dict): """Encode a dictionary into protobuf ``Value``-s. Args: values_dict (dict): The dictionary to encode as protobuf fields. Returns: Dict[str, ~google.cloud.firestore_v1beta1.types.Value]: A dictionary of string keys and ``Value`` protobufs as dictionary ...
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Encode a dictionary into protobuf ``Value``-s. Args: values_dict (dict): The dictionary to encode as protobuf fields. Returns: Dict[str, ~google.cloud.firestore_v1beta1.types.Value]: A dictionary of string keys and ``Value`` protobufs as dictionary values.
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python
train
34.583333
saltstack/salt
salt/modules/libcloud_storage.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/modules/libcloud_storage.py#L116-L149
def list_container_objects(container_name, profile, **libcloud_kwargs): ''' List container objects (e.g. files) for the given container_id on the given profile :param container_name: Container name :type container_name: ``str`` :param profile: The profile key :type profile: ``str`` :par...
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List container objects (e.g. files) for the given container_id on the given profile :param container_name: Container name :type container_name: ``str`` :param profile: The profile key :type profile: ``str`` :param libcloud_kwargs: Extra arguments for the driver's list_container_objects method ...
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python
train
31.235294
Calysto/calysto
calysto/ai/conx.py
https://github.com/Calysto/calysto/blob/20813c0f48096317aa775d03a5c6b20f12fafc93/calysto/ai/conx.py#L4678-L4682
def addSRNLayers(self, inc, hidc, outc): """ Wraps SRN.addThreeLayers() for compatibility. """ self.addThreeLayers(inc, hidc, outc)
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Wraps SRN.addThreeLayers() for compatibility.
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python
train
31.8
ZELLMECHANIK-DRESDEN/dclab
dclab/isoelastics/__init__.py
https://github.com/ZELLMECHANIK-DRESDEN/dclab/blob/79002c4356e7020c2ba73ab0a3819c9abd4affec/dclab/isoelastics/__init__.py#L312-L346
def get_with_rtdcbase(self, col1, col2, method, dataset, viscosity=None, add_px_err=False): """Convenience method that extracts the metadata from RTDCBase Parameters ---------- col1: str Name of the first feature of all isoelastics (e.g....
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Convenience method that extracts the metadata from RTDCBase Parameters ---------- col1: str Name of the first feature of all isoelastics (e.g. isoel[0][:,0]) col2: str Name of the second feature of all isoelastics (e.g. isoel[0][:,1]) ...
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python
train
41.914286
matthewdeanmartin/jiggle_version
jiggle_version/file_opener.py
https://github.com/matthewdeanmartin/jiggle_version/blob/963656a0a47b7162780a5f6c8f4b8bbbebc148f5/jiggle_version/file_opener.py#L104-L114
def read_metadata(self, file_path): # type: (str) ->str """ Get version out of a .ini file (or .cfg) :return: """ config = configparser.ConfigParser() config.read(file_path) try: return unicode(config["metadata"]["version"]) except KeyError: ...
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Get version out of a .ini file (or .cfg) :return:
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python
train
30
riptano/ccm
ccmlib/node.py
https://github.com/riptano/ccm/blob/275699f79d102b5039b79cc17fa6305dccf18412/ccmlib/node.py#L150-L194
def load(path, name, cluster): """ Load a node from from the path on disk to the config files, the node name and the cluster the node is part of. """ node_path = os.path.join(path, name) filename = os.path.join(node_path, 'node.conf') with open(filename, 'r') as f...
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Load a node from from the path on disk to the config files, the node name and the cluster the node is part of.
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python
train
50.711111
timofurrer/colorful
colorful/__init__.py
https://github.com/timofurrer/colorful/blob/919fa6da17865cc5e01e6b16119193a97d180dc9/colorful/__init__.py#L42-L54
def with_setup(self, colormode=None, colorpalette=None, extend_colors=False): """ Return a new Colorful object with the given color config. """ colorful = Colorful( colormode=self.colorful.colormode, colorpalette=copy.copy(self.colorful.colorpalette) ) ...
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Return a new Colorful object with the given color config.
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python
valid
34.615385
quantopian/zipline
zipline/utils/sharedoc.py
https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/utils/sharedoc.py#L85-L101
def templated_docstring(**docs): """ Decorator allowing the use of templated docstrings. Examples -------- >>> @templated_docstring(foo='bar') ... def my_func(self, foo): ... '''{foo}''' ... >>> my_func.__doc__ 'bar' """ def decorator(f): f.__doc__ = format_d...
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Decorator allowing the use of templated docstrings. Examples -------- >>> @templated_docstring(foo='bar') ... def my_func(self, foo): ... '''{foo}''' ... >>> my_func.__doc__ 'bar'
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python
train
22.294118
numenta/htmresearch
projects/speech_commands/analyze_experiment.py
https://github.com/numenta/htmresearch/blob/70c096b09a577ea0432c3f3bfff4442d4871b7aa/projects/speech_commands/analyze_experiment.py#L189-L216
def findOptimalResults(expName, suite, outFile): """ Go through every experiment in the specified folder. For each experiment, find the iteration with the best validation score, and return the metrics associated with that iteration. """ writer = csv.writer(outFile) headers = ["testAccuracy", "bgAccuracy",...
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Go through every experiment in the specified folder. For each experiment, find the iteration with the best validation score, and return the metrics associated with that iteration.
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python
train
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GoogleCloudPlatform/appengine-mapreduce
python/src/mapreduce/input_readers.py
https://github.com/GoogleCloudPlatform/appengine-mapreduce/blob/2045eb3605b6ecb40c83d11dd5442a89fe5c5dd6/python/src/mapreduce/input_readers.py#L2115-L2133
def from_json(cls, json): """Creates an instance of the InputReader for the given input shard's state. Args: json: The InputReader state as a dict-like object. Returns: An instance of the InputReader configured using the given JSON parameters. """ # Strip out unrecognized parameters, a...
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python
train
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odlgroup/odl
odl/util/numerics.py
https://github.com/odlgroup/odl/blob/b8443f6aca90e191ba36c91d32253c5a36249a6c/odl/util/numerics.py#L557-L603
def _padding_slices_inner(lhs_arr, rhs_arr, axis, offset, pad_mode): """Return slices into the inner array part for a given ``pad_mode``. When performing padding, these slices yield the values from the inner part of a larger array that are to be assigned to the excess part of the same array. Slices for...
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python
train
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kragniz/python-etcd3
etcd3/client.py
https://github.com/kragniz/python-etcd3/blob/0adb14840d4a6011a2023a13f07e247e4c336a80/etcd3/client.py#L895-L910
def update_member(self, member_id, peer_urls): """ Update the configuration of an existing member in the cluster. :param member_id: ID of the member to update :param peer_urls: new list of peer urls the member will use to communicate with the cluster ""...
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Update the configuration of an existing member in the cluster. :param member_id: ID of the member to update :param peer_urls: new list of peer urls the member will use to communicate with the cluster
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python
train
40.75
tango-controls/pytango
tango/utils.py
https://github.com/tango-controls/pytango/blob/9cf78c517c9cdc1081ff6d080a9646a740cc1d36/tango/utils.py#L1242-L1262
def index(self, item, minindex=0, maxindex=None): """Provide an index of first occurence of item in the list. (or raise a ValueError if item not present) If item is not a string, will raise a TypeError. minindex and maxindex are also optional arguments s.index(x[, i[, j]]) return...
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Provide an index of first occurence of item in the list. (or raise a ValueError if item not present) If item is not a string, will raise a TypeError. minindex and maxindex are also optional arguments s.index(x[, i[, j]]) return smallest k such that s[k] == x and i <= k < j
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python
train
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uw-it-aca/uw-restclients
restclients/bridge/user.py
https://github.com/uw-it-aca/uw-restclients/blob/e12dcd32bf5296b6ebdf71798031594afb7852cb/restclients/bridge/user.py#L118-L127
def get_user_by_id(bridge_id, include_course_summary=True): """ :param bridge_id: integer Return a list of BridgeUsers objects with custom fields """ url = author_id_url(bridge_id) + "?%s" % CUSTOM_FIELD if include_course_summary: url = "%s&%s" % (url, COURSE_SUMMARY) resp = get_reso...
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:param bridge_id: integer Return a list of BridgeUsers objects with custom fields
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python
train
36.1
apache/spark
python/pyspark/mllib/evaluation.py
https://github.com/apache/spark/blob/618d6bff71073c8c93501ab7392c3cc579730f0b/python/pyspark/mllib/evaluation.py#L514-L521
def recall(self, label=None): """ Returns recall or recall for a given label (category) if specified. """ if label is None: return self.call("recall") else: return self.call("recall", float(label))
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Returns recall or recall for a given label (category) if specified.
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python
train
31.75
DarkEnergySurvey/ugali
ugali/analysis/results.py
https://github.com/DarkEnergySurvey/ugali/blob/21e890b4117fc810afb6fb058e8055d564f03382/ugali/analysis/results.py#L100-L113
def estimate_position_angle(self,param='position_angle',burn=None,clip=10.0,alpha=0.32): """ Estimate the position angle from the posterior dealing with periodicity. """ # Transform so peak in the middle of the distribution pa = self.samples.get(param,burn=burn,clip=clip) ...
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Estimate the position angle from the posterior dealing with periodicity.
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python
train
42.928571
hugapi/hug
hug/authentication.py
https://github.com/hugapi/hug/blob/080901c81576657f82e2432fd4a82f1d0d2f370c/hug/authentication.py#L68-L98
def basic(request, response, verify_user, realm='simple', context=None, **kwargs): """Basic HTTP Authentication""" http_auth = request.auth response.set_header('WWW-Authenticate', 'Basic') if http_auth is None: return if isinstance(http_auth, bytes): http_auth = http_auth.decode('ut...
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Basic HTTP Authentication
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python
train
42.774194
tamasgal/km3pipe
km3pipe/db.py
https://github.com/tamasgal/km3pipe/blob/7a9b59ac899a28775b5bdc5d391d9a5340d08040/km3pipe/db.py#L645-L648
def unit(self, parameter): "Get the unit for given parameter" parameter = self._get_parameter_name(parameter).lower() return self._parameters[parameter]['Unit']
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Get the unit for given parameter
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python
train
45.25