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ansible/tacacs_plus
tacacs_plus/client.py
https://github.com/ansible/tacacs_plus/blob/de0d01372169c8849fa284d75097e57367c8930f/tacacs_plus/client.py#L155-L224
def authenticate(self, username, password, priv_lvl=TAC_PLUS_PRIV_LVL_MIN, authen_type=TAC_PLUS_AUTHEN_TYPE_ASCII, chap_ppp_id=None, chap_challenge=None, rem_addr=TAC_PLUS_VIRTUAL_REM_ADDR, port=TAC_PLUS_VIRTUAL_PORT): """ Authenticate to a ...
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Authenticate to a TACACS+ server with a username and password. :param username: :param password: :param priv_lvl: :param authen_type: TAC_PLUS_AUTHEN_TYPE_ASCII, TAC_PLUS_AUTHEN_TYPE_PAP, TAC_PLUS_AUTHEN_TYPE_CHAP ...
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python
train
47.4
shaypal5/utilitime
utilitime/timestamp/timestamp.py
https://github.com/shaypal5/utilitime/blob/554ca05fa83c2dbf5d6cf9c9cfa6b03ee6cdb609/utilitime/timestamp/timestamp.py#L58-L63
def get_timestamp(timezone_name, year, month, day, hour=0, minute=0): """Epoch timestamp from timezone, year, month, day, hour and minute.""" tz = pytz.timezone(timezone_name) tz_datetime = tz.localize(datetime(year, month, day, hour, minute)) timestamp = calendar.timegm(tz_datetime.utctimetuple()) ...
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Epoch timestamp from timezone, year, month, day, hour and minute.
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python
train
55.166667
FlorianRhiem/pyGLFW
glfw/__init__.py
https://github.com/FlorianRhiem/pyGLFW/blob/87767dfbe15ba15d2a8338cdfddf6afc6a25dff5/glfw/__init__.py#L1578-L1598
def set_scroll_callback(window, cbfun): """ Sets the scroll callback. Wrapper for: GLFWscrollfun glfwSetScrollCallback(GLFWwindow* window, GLFWscrollfun cbfun); """ window_addr = ctypes.cast(ctypes.pointer(window), ctypes.POINTER(ctypes.c_long)).contents.value ...
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Sets the scroll callback. Wrapper for: GLFWscrollfun glfwSetScrollCallback(GLFWwindow* window, GLFWscrollfun cbfun);
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python
train
36.809524
shoebot/shoebot
shoebot/kgp.py
https://github.com/shoebot/shoebot/blob/d554c1765c1899fa25727c9fc6805d221585562b/shoebot/kgp.py#L38-L84
def openAnything(source, searchpaths=None): """URI, filename, or string --> stream This function lets you define parsers that take any input source (URL, pathname to local or network file, or actual data as a string) and deal with it in a uniform manner. Returned object is guaranteed to have...
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URI, filename, or string --> stream This function lets you define parsers that take any input source (URL, pathname to local or network file, or actual data as a string) and deal with it in a uniform manner. Returned object is guaranteed to have all the basic stdio read methods (read, readline, r...
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python
valid
31.787234
senaite/senaite.core
bika/lims/upgrade/v01_01_006.py
https://github.com/senaite/senaite.core/blob/7602ce2ea2f9e81eb34e20ce17b98a3e70713f85/bika/lims/upgrade/v01_01_006.py#L348-L368
def touidref(src, dst, src_relation, src_portal_type, fieldname): """Convert an archetypes reference in src/src_relation to a UIDReference in dst/fieldname. """ field = dst.getField(fieldname) refs = src.getRefs(relationship=src_relation) if len(refs) == 1: value = get_uid(refs[0]) ...
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Convert an archetypes reference in src/src_relation to a UIDReference in dst/fieldname.
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python
train
35.47619
harvard-nrg/yaxil
yaxil/__init__.py
https://github.com/harvard-nrg/yaxil/blob/af594082258e62d1904d6e6841fce0bb5c0bf309/yaxil/__init__.py#L80-L138
def auth(alias=None, url=None, cfg="~/.xnat_auth"): ''' Read connection details from an xnat_auth XML file Example: >>> import yaxil >>> auth = yaxil.auth('xnatastic') >>> auth.url, auth.username, auth.password ('https://www.xnatastic.org/', 'username', '********') :par...
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Read connection details from an xnat_auth XML file Example: >>> import yaxil >>> auth = yaxil.auth('xnatastic') >>> auth.url, auth.username, auth.password ('https://www.xnatastic.org/', 'username', '********') :param alias: XNAT alias :type alias: str :param url: XNAT U...
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python
train
35.847458
shopkick/flawless
flawless/client/decorators.py
https://github.com/shopkick/flawless/blob/c54b63ca1991c153e6f75080536f6df445aacc64/flawless/client/decorators.py#L44-L58
def wrap_class(cls, error_threshold=None): ''' Wraps a class with reporting to errors backend by decorating each function of the class. Decorators are injected under the classmethod decorator if they exist. ''' methods = inspect.getmembers(cls, inspect.ismethod) + inspect.getmembers(cls, inspect...
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Wraps a class with reporting to errors backend by decorating each function of the class. Decorators are injected under the classmethod decorator if they exist.
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python
test
50.4
Workiva/furious
furious/extras/appengine/ndb_persistence.py
https://github.com/Workiva/furious/blob/c29823ec8b98549e7439d7273aa064d1e5830632/furious/extras/appengine/ndb_persistence.py#L156-L184
def _completion_checker(async_id, context_id): """Check if all Async jobs within a Context have been run.""" if not context_id: logging.debug("Context for async %s does not exist", async_id) return context = FuriousContext.from_id(context_id) marker = FuriousCompletionMarker.get_by_id(...
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Check if all Async jobs within a Context have been run.
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python
train
25.793103
PredixDev/predixpy
predix/admin/cf/orgs.py
https://github.com/PredixDev/predixpy/blob/a0cb34cf40f716229351bb6d90d6ecace958c81f/predix/admin/cf/orgs.py#L68-L74
def add_user(self, user_name, role='user'): """ Calls CF's associate user with org. Valid roles include `user`, `auditor`, `manager`,`billing_manager` """ role_uri = self._get_role_uri(role=role) return self.api.put(path=role_uri, data={'username': user_name})
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Calls CF's associate user with org. Valid roles include `user`, `auditor`, `manager`,`billing_manager`
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python
train
43.142857
guzzle/guzzle_sphinx_theme
guzzle_sphinx_theme/__init__.py
https://github.com/guzzle/guzzle_sphinx_theme/blob/eefd45b79383b1b4aab1607444e41366fd1348a6/guzzle_sphinx_theme/__init__.py#L23-L27
def add_html_link(app, pagename, templatename, context, doctree): """As each page is built, collect page names for the sitemap""" base_url = app.config['html_theme_options'].get('base_url', '') if base_url: app.sitemap_links.append(base_url + pagename + ".html")
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As each page is built, collect page names for the sitemap
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python
train
55.6
ioos/cc-plugin-ncei
cc_plugin_ncei/util.py
https://github.com/ioos/cc-plugin-ncei/blob/963fefd7fa43afd32657ac4c36aad4ddb4c25acf/cc_plugin_ncei/util.py#L111-L122
def get_lat_variable(nc): ''' Returns the variable for latitude :param netcdf4.dataset nc: an open netcdf dataset object ''' if 'latitude' in nc.variables: return 'latitude' latitudes = nc.get_variables_by_attributes(standard_name="latitude") if latitudes: return latitudes[0...
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Returns the variable for latitude :param netcdf4.dataset nc: an open netcdf dataset object
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python
train
27.583333
GoogleCloudPlatform/appengine-mapreduce
python/src/mapreduce/model.py
https://github.com/GoogleCloudPlatform/appengine-mapreduce/blob/2045eb3605b6ecb40c83d11dd5442a89fe5c5dd6/python/src/mapreduce/model.py#L973-L985
def reset_for_retry(self): """Reset self for shard retry.""" self.retries += 1 self.last_work_item = "" self.active = True self.result_status = None self.input_finished = False self.counters_map = CountersMap() self.slice_id = 0 self.slice_start_time = None self.slice_request_id ...
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Reset self for shard retry.
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python
train
28.615385
myyang/django-unixtimestampfield
unixtimestampfield/fields.py
https://github.com/myyang/django-unixtimestampfield/blob/d647681cd628d1a5cdde8dcbb025bcb9612e9b24/unixtimestampfield/fields.py#L347-L364
def to_utc_datetime(self, value): """ from value to datetime with tzinfo format (datetime.datetime instance) """ if isinstance(value, (six.integer_types, float, six.string_types)): value = self.to_naive_datetime(value) if isinstance(value, datetime.datetime): ...
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from value to datetime with tzinfo format (datetime.datetime instance)
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python
train
37.222222
python-rope/rope
rope/refactor/inline.py
https://github.com/python-rope/rope/blob/1c9f9cd5964b099a99a9111e998f0dc728860688/rope/refactor/inline.py#L113-L151
def get_changes(self, remove=True, only_current=False, resources=None, task_handle=taskhandle.NullTaskHandle()): """Get the changes this refactoring makes If `remove` is `False` the definition will not be removed. If `only_current` is `True`, the the current occurrence will...
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Get the changes this refactoring makes If `remove` is `False` the definition will not be removed. If `only_current` is `True`, the the current occurrence will be inlined, only.
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python
train
47.025641
marshmallow-code/webargs
src/webargs/pyramidparser.py
https://github.com/marshmallow-code/webargs/blob/40cc2d25421d15d9630b1a819f1dcefbbf01ed95/src/webargs/pyramidparser.py#L79-L82
def parse_files(self, req, name, field): """Pull a file from the request.""" files = ((k, v) for k, v in req.POST.items() if hasattr(v, "file")) return core.get_value(MultiDict(files), name, field)
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Pull a file from the request.
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python
train
54.5
AdvancedClimateSystems/uModbus
umodbus/client/serial/rtu.py
https://github.com/AdvancedClimateSystems/uModbus/blob/0560a42308003f4072d988f28042b8d55b694ad4/umodbus/client/serial/rtu.py#L161-L171
def write_multiple_registers(slave_id, starting_address, values): """ Return ADU for Modbus function code 16: Write Multiple Registers. :param slave_id: Number of slave. :return: Byte array with ADU. """ function = WriteMultipleRegisters() function.starting_address = starting_address functi...
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Return ADU for Modbus function code 16: Write Multiple Registers. :param slave_id: Number of slave. :return: Byte array with ADU.
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python
train
35.636364
googlefonts/fontbakery
Lib/fontbakery/checkrunner.py
https://github.com/googlefonts/fontbakery/blob/b355aea2e619a4477769e060d24c32448aa65399/Lib/fontbakery/checkrunner.py#L622-L630
def check_order(self, order): """ order must be a subset of self.order """ own_order = self.order for item in order: if item not in own_order: raise ValueError(f'Order item {item} not found.') return order
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order must be a subset of self.order
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python
train
26.333333
tcalmant/ipopo
pelix/ipopo/handlers/temporal.py
https://github.com/tcalmant/ipopo/blob/2f9ae0c44cd9c34ef1a9d50837b3254e75678eb1/pelix/ipopo/handlers/temporal.py#L59-L111
def _prepare_configs(configs, requires_filters, temporal_timeouts): """ Overrides the filters specified in the decorator with the given ones :param configs: Field → (Requirement, key, allow_none) dictionary :param requires_filters: Content of the 'requires.filter' component ...
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Overrides the filters specified in the decorator with the given ones :param configs: Field → (Requirement, key, allow_none) dictionary :param requires_filters: Content of the 'requires.filter' component property (field → string) :param temporal_timeouts: Content...
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python
train
40.90566
lrq3000/pyFileFixity
pyFileFixity/lib/profilers/visual/pympler/mprofile.py
https://github.com/lrq3000/pyFileFixity/blob/fd5ef23bb13835faf1e3baa773619b86a1cc9bdf/pyFileFixity/lib/profilers/visual/pympler/mprofile.py#L49-L61
def codepoint_included(self, codepoint): """Check if codepoint matches any of the defined codepoints.""" if self.codepoints == None: return True for cp in self.codepoints: mismatch = False for i in range(len(cp)): if (cp[i] is not None) and (cp...
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Check if codepoint matches any of the defined codepoints.
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python
train
36.076923
googledatalab/pydatalab
datalab/utils/commands/_commands.py
https://github.com/googledatalab/pydatalab/blob/d9031901d5bca22fe0d5925d204e6698df9852e1/datalab/utils/commands/_commands.py#L49-L64
def create_args(line, namespace): """ Expand any meta-variable references in the argument list. """ args = [] # Using shlex.split handles quotes args and escape characters. for arg in shlex.split(line): if not arg: continue if arg[0] == '$': var_name = arg[1:] if var...
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Expand any meta-variable references in the argument list.
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python
train
32.5625
echinopsii/net.echinopsii.ariane.community.cli.python3
ariane_clip3/directory.py
https://github.com/echinopsii/net.echinopsii.ariane.community.cli.python3/blob/0a7feddebf66fee4bef38d64f456d93a7e9fcd68/ariane_clip3/directory.py#L2533-L2731
def save(self): """ :return: save this OS instance on Ariane server (create or update) """ LOGGER.debug("OSInstance.save") post_payload = {} consolidated_osi_id = [] consolidated_ipa_id = [] consolidated_nic_id = [] consolidated_app_id = [] ...
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:return: save this OS instance on Ariane server (create or update)
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python
train
41.914573
googleapis/google-cloud-python
websecurityscanner/google/cloud/websecurityscanner_v1alpha/gapic/web_security_scanner_client.py
https://github.com/googleapis/google-cloud-python/blob/85e80125a59cb10f8cb105f25ecc099e4b940b50/websecurityscanner/google/cloud/websecurityscanner_v1alpha/gapic/web_security_scanner_client.py#L87-L95
def finding_path(cls, project, scan_config, scan_run, finding): """Return a fully-qualified finding string.""" return google.api_core.path_template.expand( "projects/{project}/scanConfigs/{scan_config}/scanRuns/{scan_run}/findings/{finding}", project=project, scan_con...
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Return a fully-qualified finding string.
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python
train
44.222222
freakboy3742/pyxero
xero/auth.py
https://github.com/freakboy3742/pyxero/blob/5566f17fa06ed1f2fb9426c112951a72276b0f9a/xero/auth.py#L165-L177
def _init_oauth(self, oauth_token, oauth_token_secret): "Store and initialize a verified set of OAuth credentials" self.oauth_token = oauth_token self.oauth_token_secret = oauth_token_secret self._oauth = OAuth1( self.consumer_key, client_secret=self.consumer_sec...
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Store and initialize a verified set of OAuth credentials
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python
train
39.692308
taskcluster/taskcluster-client.py
taskcluster/queue.py
https://github.com/taskcluster/taskcluster-client.py/blob/bcc95217f8bf80bed2ae5885a19fa0035da7ebc9/taskcluster/queue.py#L241-L263
def cancelTask(self, *args, **kwargs): """ Cancel Task This method will cancel a task that is either `unscheduled`, `pending` or `running`. It will resolve the current run as `exception` with `reasonResolved` set to `canceled`. If the task isn't scheduled yet, ie. it doe...
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Cancel Task This method will cancel a task that is either `unscheduled`, `pending` or `running`. It will resolve the current run as `exception` with `reasonResolved` set to `canceled`. If the task isn't scheduled yet, ie. it doesn't have any runs, an initial run will be added and resolv...
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python
train
45.391304
NetEaseGame/ATX
atx/drivers/mixin.py
https://github.com/NetEaseGame/ATX/blob/f4415c57b45cb0730e08899cbc92a2af1c047ffb/atx/drivers/mixin.py#L246-L332
def match(self, pattern, screen=None, rect=None, offset=None, threshold=None, method=None): """Check if image position in screen Args: - pattern: Image file name or opencv image object - screen (PIL.Image): optional, if not None, screenshot method will be called - th...
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python
train
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shin-/dockerpy-creds
dockerpycreds/store.py
https://github.com/shin-/dockerpy-creds/blob/9c0b66d2e445a838e1518f2c3273df7ddc7ec0d4/dockerpycreds/store.py#L29-L47
def get(self, server): """ Retrieve credentials for `server`. If no credentials are found, a `StoreError` will be raised. """ if not isinstance(server, six.binary_type): server = server.encode('utf-8') data = self._execute('get', server) result = json.load...
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Retrieve credentials for `server`. If no credentials are found, a `StoreError` will be raised.
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python
train
41.210526
jtwhite79/pyemu
pyemu/mat/mat_handler.py
https://github.com/jtwhite79/pyemu/blob/c504d8e7a4097cec07655a6318d275739bd8148a/pyemu/mat/mat_handler.py#L1100-L1114
def full_s(self): """ Get the full singular value matrix of self Returns ------- Matrix : Matrix """ x = np.zeros((self.shape),dtype=np.float32) x[:self.s.shape[0],:self.s.shape[0]] = self.s.as_2d s = Matrix(x=x, row_names=self.row_names, ...
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Get the full singular value matrix of self Returns ------- Matrix : Matrix
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python
train
28.066667
lsbardel/python-stdnet
stdnet/odm/struct.py
https://github.com/lsbardel/python-stdnet/blob/78db5320bdedc3f28c5e4f38cda13a4469e35db7/stdnet/odm/struct.py#L661-L663
def push_front(self, value): '''Appends a copy of ``value`` to the beginning of the list.''' self.cache.push_front(self.value_pickler.dumps(value))
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Appends a copy of ``value`` to the beginning of the list.
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python
train
54.333333
maweigert/gputools
gputools/denoise/tv2.py
https://github.com/maweigert/gputools/blob/6ab26efeb05dceef74cf13aadeeeb9b009b529dd/gputools/denoise/tv2.py#L80-L113
def tv2(data,weight,Niter=50): """ chambolles tv regularized denoising weight should be around 2+1.5*noise_sigma """ prog = OCLProgram(abspath("kernels/tv2.cl")) data_im = OCLImage.from_array(data.astype(np,float32,copy=False)) pImgs = [ dev.createImage(data.shape[::-1], ...
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chambolles tv regularized denoising weight should be around 2+1.5*noise_sigma
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python
train
36.029412
pandas-dev/pandas
pandas/core/ops.py
https://github.com/pandas-dev/pandas/blob/9feb3ad92cc0397a04b665803a49299ee7aa1037/pandas/core/ops.py#L2422-L2447
def _arith_method_SPARSE_SERIES(cls, op, special): """ Wrapper function for Series arithmetic operations, to avoid code duplication. """ op_name = _get_op_name(op, special) def wrapper(self, other): if isinstance(other, ABCDataFrame): return NotImplemented elif isins...
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Wrapper function for Series arithmetic operations, to avoid code duplication.
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python
train
38.346154
rafaelmartins/dnsimple-dyndns
dnsimple_dyndns/dnsimple.py
https://github.com/rafaelmartins/dnsimple-dyndns/blob/36d9ec7508673b5354d324cf7c59128440d5bfd1/dnsimple_dyndns/dnsimple.py#L62-L77
def _update_record(self, record_id, name, address, ttl): """Updates an existing record.""" data = json.dumps({'record': {'name': name, 'content': address, 'ttl': ttl}}) headers = {'Content-Type': 'application/json'} ...
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Updates an existing record.
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python
train
55.5
emencia/emencia-django-forum
forum/forms/category.py
https://github.com/emencia/emencia-django-forum/blob/cda74ed7e5822675c340ee5ec71548d981bccd3b/forum/forms/category.py#L29-L38
def clean_description(self): """ Text content validation """ description = self.cleaned_data.get("description") validation_helper = safe_import_module(settings.FORUM_TEXT_VALIDATOR_HELPER_PATH) if validation_helper is not None: return validation_helper(self, d...
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Text content validation
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python
train
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mitsei/dlkit
dlkit/json_/assessment/managers.py
https://github.com/mitsei/dlkit/blob/445f968a175d61c8d92c0f617a3c17dc1dc7c584/dlkit/json_/assessment/managers.py#L2128-L2144
def get_item_admin_session(self, proxy): """Gets the ``OsidSession`` associated with the item administration service. arg: proxy (osid.proxy.Proxy): a proxy return: (osid.assessment.ItemAdminSession) - an ``ItemAdminSession`` raise: NullArgument - ``proxy`` is ``null...
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Gets the ``OsidSession`` associated with the item administration service. arg: proxy (osid.proxy.Proxy): a proxy return: (osid.assessment.ItemAdminSession) - an ``ItemAdminSession`` raise: NullArgument - ``proxy`` is ``null`` raise: OperationFailed - unable to compl...
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python
train
44.941176
QInfer/python-qinfer
src/qinfer/utils.py
https://github.com/QInfer/python-qinfer/blob/8170c84a0be1723f8c6b09e0d3c7a40a886f1fe3/src/qinfer/utils.py#L235-L287
def particle_covariance_mtx(weights,locations): """ Returns an estimate of the covariance of a distribution represented by a given set of SMC particle. :param weights: An array containing the weights of each particle. :param location: An array containing the locations of each partic...
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python
train
41.679245
tjcsl/ion
intranet/apps/notifications/views.py
https://github.com/tjcsl/ion/blob/5d722b0725d572039bb0929fd5715a4070c82c72/intranet/apps/notifications/views.py#L22-L49
def android_setup_view(request): """Set up a GCM session. This does *not* require a valid login session. Instead, a token from the client session is sent to the Android backend, which queries a POST request to this view. The "android_gcm_rand" is randomly set when the Android app is detected through ...
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Set up a GCM session. This does *not* require a valid login session. Instead, a token from the client session is sent to the Android backend, which queries a POST request to this view. The "android_gcm_rand" is randomly set when the Android app is detected through the user agent. If it has the same val...
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python
train
46.357143
manrajgrover/halo
halo/halo.py
https://github.com/manrajgrover/halo/blob/0ac5149dea965b27b09f0776df9095ebf013fb4d/halo/halo.py#L321-L334
def clear(self): """Clears the line and returns cursor to the start. of line Returns ------- self """ if not self._enabled: return self self._stream.write('\r') self._stream.write(self.CLEAR_LINE) return self
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Clears the line and returns cursor to the start. of line Returns ------- self
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python
train
20.642857
trevisanj/a99
a99/search.py
https://github.com/trevisanj/a99/blob/193e6e3c9b3e4f4a0ba7eb3eece846fe7045c539/a99/search.py#L15-L29
def index_nearest(array, value): """ Finds index of nearest value in array. Args: array: numpy array value: Returns: int http://stackoverflow.com/questions/2566412/find-nearest-value-in-numpy-array """ idx = (np.abs(array-value)).argmin() return i...
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Finds index of nearest value in array. Args: array: numpy array value: Returns: int http://stackoverflow.com/questions/2566412/find-nearest-value-in-numpy-array
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python
train
20.533333
google/python-gflags
gflags/flagvalues.py
https://github.com/google/python-gflags/blob/4f06c3d0d6cbe9b1fb90ee9fb1c082b3bf9285f6/gflags/flagvalues.py#L490-L511
def _IsUnparsedFlagAccessAllowed(self, name): """Determine whether to allow unparsed flag access or not.""" if _UNPARSED_FLAG_ACCESS_ENV_NAME in os.environ: # We've been told explicitly what to do. allow_unparsed_flag_access = ( os.getenv(_UNPARSED_FLAG_ACCESS_ENV_NAME) == '1') elif se...
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Determine whether to allow unparsed flag access or not.
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python
train
49.681818
dsoprea/NsqSpinner
nsq/connection.py
https://github.com/dsoprea/NsqSpinner/blob/972237b8ddce737983bfed001fde52e5236be695/nsq/connection.py#L423-L443
def __read_frame(self): """*Attempt* to read a frame. If we get an EAGAIN on the frame header, it'll raise to our caller. If we get it *after* we already got the header, wait-out the rest of the frame. """ if self.__frame_header_cache is None: _logger.debug("Readin...
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*Attempt* to read a frame. If we get an EAGAIN on the frame header, it'll raise to our caller. If we get it *after* we already got the header, wait-out the rest of the frame.
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python
train
37.190476
JNRowe/upoints
upoints/gpx.py
https://github.com/JNRowe/upoints/blob/1e4b7a53ed2a06cd854523d54c36aabdccea3830/upoints/gpx.py#L245-L256
def sunset(self, date=None, zenith=None): """Calculate sunset times for locations. Args: date (datetime.date): Calculate rise or set for given date zenith (str): Calculate sunset events, or start of twilight times Returns: list of list of datetime.datetime: ...
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Calculate sunset times for locations. Args: date (datetime.date): Calculate rise or set for given date zenith (str): Calculate sunset events, or start of twilight times Returns: list of list of datetime.datetime: The time for the sunset for each poin...
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python
train
38.083333
bradmontgomery/django-redis-metrics
redis_metrics/templatetags/redis_metric_tags.py
https://github.com/bradmontgomery/django-redis-metrics/blob/2c92332920113d28c39234b949aa496b39a091d1/redis_metrics/templatetags/redis_metric_tags.py#L116-L159
def metric_history(slug, granularity="daily", since=None, to=None, with_data_table=False): """Template Tag to display a metric's history. * ``slug`` -- the metric's unique slug * ``granularity`` -- the granularity: daily, hourly, weekly, monthly, yearly * ``since`` -- a datetime obje...
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Template Tag to display a metric's history. * ``slug`` -- the metric's unique slug * ``granularity`` -- the granularity: daily, hourly, weekly, monthly, yearly * ``since`` -- a datetime object or a string string matching one of the following patterns: "YYYY-mm-dd" for a date or "YYYY-mm-dd HH:MM:SS" ...
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python
train
34.136364
apache/spark
python/pyspark/sql/dataframe.py
https://github.com/apache/spark/blob/618d6bff71073c8c93501ab7392c3cc579730f0b/python/pyspark/sql/dataframe.py#L975-L990
def crossJoin(self, other): """Returns the cartesian product with another :class:`DataFrame`. :param other: Right side of the cartesian product. >>> df.select("age", "name").collect() [Row(age=2, name=u'Alice'), Row(age=5, name=u'Bob')] >>> df2.select("name", "height").collect(...
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Returns the cartesian product with another :class:`DataFrame`. :param other: Right side of the cartesian product. >>> df.select("age", "name").collect() [Row(age=2, name=u'Alice'), Row(age=5, name=u'Bob')] >>> df2.select("name", "height").collect() [Row(name=u'Tom', height=80),...
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python
train
45.6875
twosigma/marbles
marbles/mixins/marbles/mixins/mixins.py
https://github.com/twosigma/marbles/blob/f0c668be8344c70d4d63bc57e82c6f2da43c6925/marbles/mixins/marbles/mixins/mixins.py#L884-L909
def assertFileSizeAlmostEqual( self, filename, size, places=None, msg=None, delta=None): '''Fail if ``filename`` does not have the given ``size`` as determined by their difference rounded to the given number of decimal ``places`` (default 7) and comparing to zero, or if their...
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Fail if ``filename`` does not have the given ``size`` as determined by their difference rounded to the given number of decimal ``places`` (default 7) and comparing to zero, or if their difference is greater than a given ``delta``. Parameters ---------- filename : str, by...
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python
train
35.615385
saltstack/salt
salt/template.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/template.py#L35-L139
def compile_template(template, renderers, default, blacklist, whitelist, saltenv='base', sls='', input_data='', **kwargs): ''' Take the path to ...
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Take the path to a template and return the high data structure derived from the template. Helpers: :param mask_value: Mask value for debugging purposes (prevent sensitive information etc) example: "mask_value="pass*". All "passwd", "password", "pass" will be masked (as text).
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python
train
38.114286
aio-libs/aioodbc
aioodbc/connection.py
https://github.com/aio-libs/aioodbc/blob/01245560828d4adce0d7d16930fa566102322a0a/aioodbc/connection.py#L203-L212
def set_attr(self, attr_id, value): """Calls SQLSetConnectAttr with the given values. :param attr_id: the attribute ID (integer) to set. These are ODBC or driver constants. :parm value: the connection attribute value to set. At this time only integer values are supported...
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python
train
40.8
micha030201/aionationstates
aionationstates/world_.py
https://github.com/micha030201/aionationstates/blob/dc86b86d994cbab830b69ab8023601c73e778b3a/aionationstates/world_.py#L222-L245
def poll(self, id): """Poll with a given id. Parameters ---------- id : int Poll id. Returns ------- an :class:`ApiQuery` of :class:`Poll` Raises ------ :class:`NotFound` If a poll with the requested id doesn't ex...
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Poll with a given id. Parameters ---------- id : int Poll id. Returns ------- an :class:`ApiQuery` of :class:`Poll` Raises ------ :class:`NotFound` If a poll with the requested id doesn't exist.
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python
train
23.875
PythonCharmers/python-future
src/future/backports/http/cookiejar.py
https://github.com/PythonCharmers/python-future/blob/c423752879acc05eebc29b0bb9909327bd5c7308/src/future/backports/http/cookiejar.py#L1367-L1462
def _normalized_cookie_tuples(self, attrs_set): """Return list of tuples containing normalised cookie information. attrs_set is the list of lists of key,value pairs extracted from the Set-Cookie or Set-Cookie2 headers. Tuples are name, value, standard, rest, where name and value are th...
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Return list of tuples containing normalised cookie information. attrs_set is the list of lists of key,value pairs extracted from the Set-Cookie or Set-Cookie2 headers. Tuples are name, value, standard, rest, where name and value are the cookie name and value, standard is a dictionary c...
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python
train
41.458333
apple/turicreate
src/unity/python/turicreate/meta/asttools/mutators/prune_mutator.py
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/meta/asttools/mutators/prune_mutator.py#L52-L62
def reduce(self, body): ''' remove nodes from a list ''' i = 0 while i < len(body): stmnt = body[i] if self.visit(stmnt): body.pop(i) else: i += 1
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remove nodes from a list
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python
train
22.181818
bradleyfay/py-Goldsberry
goldsberry/apiconvertor.py
https://github.com/bradleyfay/py-Goldsberry/blob/828179f8e4aad910d7a8c58faa12d3ae2c354503/goldsberry/apiconvertor.py#L38-L52
def season_id(x): """takes in 4-digit years and returns API formatted seasonID Input Values: YYYY Used in: """ if len(str(x)) == 4: try: return "".join(["2", str(x)]) except ValueError: raise ValueError("Enter the four digit year for the first half of the ...
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takes in 4-digit years and returns API formatted seasonID Input Values: YYYY Used in:
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python
train
28.466667
KE-works/pykechain
pykechain/client.py
https://github.com/KE-works/pykechain/blob/b0296cf34328fd41660bf6f0b9114fd0167c40c4/pykechain/client.py#L312-L360
def scopes(self, name=None, pk=None, status=ScopeStatus.ACTIVE, **kwargs): # type: (Optional[str], Optional[str], Optional[str], **Any) -> List[Scope] """Return all scopes visible / accessible for the logged in user. If additional `keyword=value` arguments are provided, these are added to the r...
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Return all scopes visible / accessible for the logged in user. If additional `keyword=value` arguments are provided, these are added to the request parameters. Please refer to the documentation of the KE-chain API for additional query parameters. :param name: if provided, filter the search for...
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python
train
38.265306
nfcpy/nfcpy
src/nfc/tag/tt1.py
https://github.com/nfcpy/nfcpy/blob/6649146d1afdd5e82b2b6b1ea00aa58d50785117/src/nfc/tag/tt1.py#L387-L392
def read_all(self): """Returns the 2 byte Header ROM and all 120 byte static memory. """ log.debug("read all static memory") cmd = "\x00\x00\x00" + self.uid return self.transceive(cmd)
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Returns the 2 byte Header ROM and all 120 byte static memory.
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python
train
36.5
elkiwy/paynter
paynter/paynter.py
https://github.com/elkiwy/paynter/blob/f73cb5bb010a6b32ee41640a50396ed0bae8d496/paynter/paynter.py#L127-L147
def drawPoint(self, x, y, silent=True): """ Draws a point on the current :py:class:`Layer` with the current :py:class:`Brush`. Coordinates are relative to the original layer size WITHOUT downsampling applied. :param x1: Point X coordinate. :param y1: Point Y coordinate. :rtype: Nothing. """ start = tim...
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Draws a point on the current :py:class:`Layer` with the current :py:class:`Brush`. Coordinates are relative to the original layer size WITHOUT downsampling applied. :param x1: Point X coordinate. :param y1: Point Y coordinate. :rtype: Nothing.
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python
train
42
zsethna/OLGA
olga/generation_probability.py
https://github.com/zsethna/OLGA/blob/e825c333f0f9a4eb02132e0bcf86f0dca9123114/olga/generation_probability.py#L1679-L1746
def compute_Pi_V_given_J(self, CDR3_seq, V_usage_mask, J_usage_mask): """Compute Pi_V conditioned on J. This function returns the Pi array from the model factors of the V genomic contributions, P(V, J)*P(delV|V). This corresponds to V(J)_{x_1}. For clarity in parsing the a...
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Compute Pi_V conditioned on J. This function returns the Pi array from the model factors of the V genomic contributions, P(V, J)*P(delV|V). This corresponds to V(J)_{x_1}. For clarity in parsing the algorithm implementation, we include which instance attributes are used i...
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python
train
52.573529
twilio/twilio-python
twilio/rest/api/v2010/account/usage/record/this_month.py
https://github.com/twilio/twilio-python/blob/c867895f55dcc29f522e6e8b8868d0d18483132f/twilio/rest/api/v2010/account/usage/record/this_month.py#L185-L194
def get_instance(self, payload): """ Build an instance of ThisMonthInstance :param dict payload: Payload response from the API :returns: twilio.rest.api.v2010.account.usage.record.this_month.ThisMonthInstance :rtype: twilio.rest.api.v2010.account.usage.record.this_month.ThisMon...
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Build an instance of ThisMonthInstance :param dict payload: Payload response from the API :returns: twilio.rest.api.v2010.account.usage.record.this_month.ThisMonthInstance :rtype: twilio.rest.api.v2010.account.usage.record.this_month.ThisMonthInstance
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python
train
43.5
data-8/datascience
datascience/tables.py
https://github.com/data-8/datascience/blob/4cee38266903ca169cea4a53b8cc39502d85c464/datascience/tables.py#L572-L581
def copy(self, *, shallow=False): """Return a copy of a table.""" table = type(self)() for label in self.labels: if shallow: column = self[label] else: column = np.copy(self[label]) self._add_column_and_format(table, label, colu...
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Return a copy of a table.
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python
train
33.5
apple/turicreate
src/unity/python/turicreate/toolkits/sound_classifier/vggish_input.py
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/unity/python/turicreate/toolkits/sound_classifier/vggish_input.py#L24-L71
def waveform_to_examples(data, sample_rate): """Converts audio waveform into an array of examples for VGGish. Args: data: np.array of either one dimension (mono) or two dimensions (multi-channel, with the outer dimension representing channels). Each sample is generally expected to lie in the range ...
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Converts audio waveform into an array of examples for VGGish. Args: data: np.array of either one dimension (mono) or two dimensions (multi-channel, with the outer dimension representing channels). Each sample is generally expected to lie in the range [-1.0, +1.0], although this is not required....
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python
train
39.395833
20tab/twentytab-tree
tree/menu.py
https://github.com/20tab/twentytab-tree/blob/f2c1ced33e6c211bb52a25a7d48155e39fbdc088/tree/menu.py#L68-L74
def as_ul(self, current_linkable=False, class_current="active_link", before_1="", after_1="", before_all="", after_all=""): """ It returns menu as ul """ return self.__do_menu("as_ul", current_linkable, class_current, before_1=before_1, after_1...
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It returns menu as ul
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python
train
52.428571
Titan-C/slaveparticles
slaveparticles/spins.py
https://github.com/Titan-C/slaveparticles/blob/e4c2f5afb1a7b195517ef2f1b5cc758965036aab/slaveparticles/spins.py#L127-L143
def set_filling(self, populations): """Sets the orbital enenergies for on the reference of the free case. By setting the desired local populations on every orbital. Then generate the necesary operators to respect such configuraion""" populations = np.asarray(populations) # # s...
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Sets the orbital enenergies for on the reference of the free case. By setting the desired local populations on every orbital. Then generate the necesary operators to respect such configuraion
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python
train
53.823529
RudolfCardinal/pythonlib
cardinal_pythonlib/interval.py
https://github.com/RudolfCardinal/pythonlib/blob/0b84cb35f38bd7d8723958dae51b480a829b7227/cardinal_pythonlib/interval.py#L771-L777
def start_date(self) -> Optional[datetime.date]: """ Returns the start date of the set of intervals, or ``None`` if empty. """ if not self.intervals: return None return self.start_datetime().date()
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Returns the start date of the set of intervals, or ``None`` if empty.
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python
train
34.714286
llazzaro/analyzerstrategies
analyzerstrategies/sma_portfolio_strategy.py
https://github.com/llazzaro/analyzerstrategies/blob/3c647802f582bf2f06c6793f282bee0d26514cd6/analyzerstrategies/sma_portfolio_strategy.py#L131-L150
def __placeSellShortOrder(self, tick): ''' place short sell order''' share=math.floor(self.__strategy.getAccountCopy().getCash() / float(tick.close)) sellShortOrder=Order(accountId=self.__strategy.accountId, action=Action.SELL_SHORT, ...
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place short sell order
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python
train
45.5
pydata/xarray
xarray/core/groupby.py
https://github.com/pydata/xarray/blob/6d93a95d05bdbfc33fff24064f67d29dd891ab58/xarray/core/groupby.py#L482-L488
def _iter_grouped_shortcut(self): """Fast version of `_iter_grouped` that yields Variables without metadata """ var = self._obj.variable for indices in self._group_indices: yield var[{self._group_dim: indices}]
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Fast version of `_iter_grouped` that yields Variables without metadata
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python
train
36.571429
KelSolaar/Foundations
foundations/io.py
https://github.com/KelSolaar/Foundations/blob/5c141330faf09dad70a12bc321f4c564917d0a91/foundations/io.py#L122-L132
def content(self, value): """ Setter for **self.__content** attribute. :param value: Attribute value. :type value: list """ if value is not None: assert type(value) is list, "'{0}' attribute: '{1}' type is not 'list'!".format("content", value) self._...
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Setter for **self.__content** attribute. :param value: Attribute value. :type value: list
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python
train
29.636364
project-rig/rig
rig/place_and_route/route/ner.py
https://github.com/project-rig/rig/blob/3a3e053d3214899b6d68758685835de0afd5542b/rig/place_and_route/route/ner.py#L413-L433
def route_has_dead_links(root, machine): """Quickly determine if a route uses any dead links. Parameters ---------- root : :py:class:`~rig.place_and_route.routing_tree.RoutingTree` The root of the RoutingTree which contains nothing but RoutingTrees (i.e. no vertices and links). mach...
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Quickly determine if a route uses any dead links. Parameters ---------- root : :py:class:`~rig.place_and_route.routing_tree.RoutingTree` The root of the RoutingTree which contains nothing but RoutingTrees (i.e. no vertices and links). machine : :py:class:`~rig.place_and_route.Machine` ...
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python
train
32.380952
radjkarl/appBase
appbase/Session.py
https://github.com/radjkarl/appBase/blob/72b514e6dee7c083f01a2d0b2cc93d46df55bdcb/appbase/Session.py#L483-L503
def _save(self, stateName, path): """save into 'stateName' to pyz-path""" print('saving...') state = {'session': dict(self.opts), 'dialogs': self.dialogs.saveState()} self.sigSave.emit(state) self.saveThread.prepare(stateName, path, self.tmp_dir_session...
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save into 'stateName' to pyz-path
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python
train
31.047619
googlefonts/glyphsLib
Lib/glyphsLib/glyphdata.py
https://github.com/googlefonts/glyphsLib/blob/9c12dc70c8d13f08d92b824e6710f6e3bb5037bb/Lib/glyphsLib/glyphdata.py#L282-L384
def _construct_production_name(glyph_name, data=None): """Return the production name for a glyph name from the GlyphData.xml database according to the AGL specification. This should be run only if there is no official entry with a production name in it. Handles single glyphs (e.g. "brevecomb") and...
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Return the production name for a glyph name from the GlyphData.xml database according to the AGL specification. This should be run only if there is no official entry with a production name in it. Handles single glyphs (e.g. "brevecomb") and ligatures (e.g. "brevecomb_acutecomb"). Returns None when...
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python
train
42.873786
pandas-dev/pandas
pandas/core/missing.py
https://github.com/pandas-dev/pandas/blob/9feb3ad92cc0397a04b665803a49299ee7aa1037/pandas/core/missing.py#L314-L355
def _from_derivatives(xi, yi, x, order=None, der=0, extrapolate=False): """ Convenience function for interpolate.BPoly.from_derivatives. Construct a piecewise polynomial in the Bernstein basis, compatible with the specified values and derivatives at breakpoints. Parameters ---------- xi : ...
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Convenience function for interpolate.BPoly.from_derivatives. Construct a piecewise polynomial in the Bernstein basis, compatible with the specified values and derivatives at breakpoints. Parameters ---------- xi : array_like sorted 1D array of x-coordinates yi : array_like or list of a...
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python
train
35.428571
holtjma/msbwt
MUS/MultiStringBWT.py
https://github.com/holtjma/msbwt/blob/7503346ec072ddb89520db86fef85569a9ba093a/MUS/MultiStringBWT.py#L169-L209
def recoverString(self, strIndex, withIndex=False): ''' This will return the string that starts at the given index @param strIndex - the index of the string we want to recover @return - string that we found starting at the specified '$' index ''' retNums = [] indi...
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This will return the string that starts at the given index @param strIndex - the index of the string we want to recover @return - string that we found starting at the specified '$' index
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python
train
34.829268
edwards-lab/libGWAS
libgwas/impute_parser.py
https://github.com/edwards-lab/libGWAS/blob/d68c9a083d443dfa5d7c5112de29010909cfe23f/libgwas/impute_parser.py#L178-L200
def load_genotypes(self): """Prepares the files for genotype parsing. :return: None """ if self.file_index < len(self.archives): self.current_file = self.archives[self.file_index] info_filename = self.current_file.replace(Parser.gen_ext, Parser.info_ext) ...
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Prepares the files for genotype parsing. :return: None
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python
train
36.73913
spyder-ide/spyder
spyder/plugins/editor/widgets/editor.py
https://github.com/spyder-ide/spyder/blob/f76836ce1b924bcc4efd3f74f2960d26a4e528e0/spyder/plugins/editor/widgets/editor.py#L737-L787
def setup_editorstack(self, parent, layout): """Setup editorstack's layout""" layout.setSpacing(1) self.fname_label = QLabel() self.fname_label.setStyleSheet( "QLabel {margin: 0px; padding: 3px;}") layout.addWidget(self.fname_label) menu_btn = creat...
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Setup editorstack's layout
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python
train
42.215686
twisted/txaws
txaws/client/discover/entry_point.py
https://github.com/twisted/txaws/blob/5c3317376cd47e536625027e38c3b37840175ce0/txaws/client/discover/entry_point.py#L63-L114
def parse_options(arguments): """Parse command line arguments. The parsing logic is fairly simple. It can only parse long-style parameters of the form:: --key value Several parameters can be defined in the environment and will be used unless explicitly overridden with command-line argument...
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Parse command line arguments. The parsing logic is fairly simple. It can only parse long-style parameters of the form:: --key value Several parameters can be defined in the environment and will be used unless explicitly overridden with command-line arguments. The access key, secret and en...
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python
train
40
miguelgrinberg/Flask-Migrate
flask_migrate/templates/flask-multidb/env.py
https://github.com/miguelgrinberg/Flask-Migrate/blob/65fbd978681bdf2eddf8940edd04ed7272a94480/flask_migrate/templates/flask-multidb/env.py#L55-L91
def run_migrations_offline(): """Run migrations in 'offline' mode. This configures the context with just a URL and not an Engine, though an Engine is acceptable here as well. By skipping the Engine creation we don't even need a DBAPI to be available. Calls to context.execute() here emit the g...
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Run migrations in 'offline' mode. This configures the context with just a URL and not an Engine, though an Engine is acceptable here as well. By skipping the Engine creation we don't even need a DBAPI to be available. Calls to context.execute() here emit the given string to the script output.
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python
train
32.72973
palantir/conjure-python-client
conjure_python_client/_serde/decoder.py
https://github.com/palantir/conjure-python-client/blob/e6814a80bae3ec01fa147d5fd445538a677b1349/conjure_python_client/_serde/decoder.py#L166-L181
def decode_list(cls, obj, element_type): # type: (List[Any], ConjureTypeType) -> List[Any] """Decodes json into a list, handling conversion of the elements. Args: obj: the json object to decode element_type: a class object which is the conjure type of the...
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Decodes json into a list, handling conversion of the elements. Args: obj: the json object to decode element_type: a class object which is the conjure type of the elements in this list. Returns: A python list where the elements are instances of type ...
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python
train
38.6875
eecs-autograder/autograder-sandbox
autograder_sandbox/autograder_sandbox.py
https://github.com/eecs-autograder/autograder-sandbox/blob/230e806e3740e2aaf5f5568dd6a265558f165c63/autograder_sandbox/autograder_sandbox.py#L347-L356
def add_and_rename_file(self, filename: str, new_filename: str) -> None: """ Copies the specified file into the working directory of this sandbox and renames it to new_filename. """ dest = os.path.join( self.name + ':' + SANDBOX_WORKING_DIR_NAME, new_filen...
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Copies the specified file into the working directory of this sandbox and renames it to new_filename.
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python
test
42.1
bykof/billomapy
billomapy/billomapy.py
https://github.com/bykof/billomapy/blob/a28ba69fd37654fa145d0411d52c200e7f8984ab/billomapy/billomapy.py#L513-L522
def get_suppliers_per_page(self, per_page=1000, page=1, params=None): """ Get suppliers per page :param per_page: How many objects per page. Default: 1000 :param page: Which page. Default: 1 :param params: Search parameters. Default: {} :return: list """ ...
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Get suppliers per page :param per_page: How many objects per page. Default: 1000 :param page: Which page. Default: 1 :param params: Search parameters. Default: {} :return: list
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python
train
41
wonambi-python/wonambi
wonambi/detect/slowwave.py
https://github.com/wonambi-python/wonambi/blob/1d8e3d7e53df8017c199f703bcab582914676e76/wonambi/detect/slowwave.py#L124-L187
def detect_Massimini2004(dat_orig, s_freq, time, opts): """Slow wave detection based on Massimini et al., 2004. Parameters ---------- dat_orig : ndarray (dtype='float') vector with the data for one channel s_freq : float sampling frequency time : ndarray (dtype='float') ...
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Slow wave detection based on Massimini et al., 2004. Parameters ---------- dat_orig : ndarray (dtype='float') vector with the data for one channel s_freq : float sampling frequency time : ndarray (dtype='float') vector with the time points for each sample opts : instance...
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python
train
32.09375
assamite/creamas
creamas/nx.py
https://github.com/assamite/creamas/blob/54dc3e31c97a3f938e58272f8ab80b6bcafeff58/creamas/nx.py#L119-L143
def _edges2conns(G, edge_data=False): """Create a mapping from graph edges to agent connections to be created. :param G: NetworkX's Graph or DiGraph which has :attr:`addr` attribute for each node. :param bool edge_data: If ``True``, stores also edge data to the returned dictionary....
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Create a mapping from graph edges to agent connections to be created. :param G: NetworkX's Graph or DiGraph which has :attr:`addr` attribute for each node. :param bool edge_data: If ``True``, stores also edge data to the returned dictionary. :returns: A dictionary where ke...
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python
train
33.36
materialsvirtuallab/monty
monty/operator.py
https://github.com/materialsvirtuallab/monty/blob/d99d6f3c68372d83489d28ff515566c93cd569e2/monty/operator.py#L9-L36
def operator_from_str(op): """ Return the operator associated to the given string `op`. raises: `KeyError` if invalid string. >>> assert operator_from_str("==")(1, 1) and operator_from_str("+")(1,1) == 2 """ d = {"==": operator.eq, "!=": operator.ne, ">": operator.gt,...
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Return the operator associated to the given string `op`. raises: `KeyError` if invalid string. >>> assert operator_from_str("==")(1, 1) and operator_from_str("+")(1,1) == 2
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python
train
22.464286
erans/fabric-gce-tools
fabric_gce_tools/__init__.py
https://github.com/erans/fabric-gce-tools/blob/0c9af7a683db47e203d4e487fa8610da6459ca83/fabric_gce_tools/__init__.py#L205-L228
def update_roles_gce(use_cache=True, cache_expiration=86400, cache_path="~/.gcetools/instances", group_name=None, region=None, zone=None): """ Dynamically update fabric's roles by using assigning the tags associated with each machine in Google Compute Engine. use_cache - will store a local cache in ~/....
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Dynamically update fabric's roles by using assigning the tags associated with each machine in Google Compute Engine. use_cache - will store a local cache in ~/.gcetools/ cache_expiration - cache expiration in seconds (default: 1 day) cache_path - the path to store instances data (default: ~/.gcetools/i...
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python
train
51.208333
iotile/coretools
iotilecore/iotile/core/utilities/kvstore_json.py
https://github.com/iotile/coretools/blob/2d794f5f1346b841b0dcd16c9d284e9bf2f3c6ec/iotilecore/iotile/core/utilities/kvstore_json.py#L48-L58
def _load_file(self): """Load all entries from json backing file """ if not os.path.exists(self.file): return {} with open(self.file, "r") as infile: data = json.load(infile) return data
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Load all entries from json backing file
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python
train
22.090909
RudolfCardinal/pythonlib
cardinal_pythonlib/sphinxtools.py
https://github.com/RudolfCardinal/pythonlib/blob/0b84cb35f38bd7d8723958dae51b480a829b7227/cardinal_pythonlib/sphinxtools.py#L825-L847
def write_index_and_rst_files(self, overwrite: bool = False, mock: bool = False) -> None: """ Writes both the individual RST files and the index. Args: overwrite: allow existing files to be overwritten? mock: pretend to write, but don't ...
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Writes both the individual RST files and the index. Args: overwrite: allow existing files to be overwritten? mock: pretend to write, but don't
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python
train
41.913043
williamFalcon/test-tube
examples/pytorch_hpc_example.py
https://github.com/williamFalcon/test-tube/blob/db5a47067a854f76d89f8066582023c1e184bccb/examples/pytorch_hpc_example.py#L8-L30
def train(hparams, *args): """Train your awesome model. :param hparams: The arguments to run the model with. """ # Initialize experiments and track all the hyperparameters exp = Experiment( name=hparams.test_tube_exp_name, # Location to save the metrics. save_dir=hparams.log...
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Train your awesome model. :param hparams: The arguments to run the model with.
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python
test
26.347826
chimera0/accel-brain-code
Reinforcement-Learning/pyqlearning/deep_q_learning.py
https://github.com/chimera0/accel-brain-code/blob/03661f6f544bed656269fcd4b3c23c9061629daa/Reinforcement-Learning/pyqlearning/deep_q_learning.py#L72-L123
def learn(self, state_arr, limit=1000): ''' Learning and searching the optimal solution. Args: state_arr: `np.ndarray` of initial state. limit: The maximum number of iterative updates based on value iteration algorithms. ''' while se...
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Learning and searching the optimal solution. Args: state_arr: `np.ndarray` of initial state. limit: The maximum number of iterative updates based on value iteration algorithms.
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python
train
44.557692
SheffieldML/GPyOpt
GPyOpt/util/general.py
https://github.com/SheffieldML/GPyOpt/blob/255539dc5927819ca701e44fe3d76cd4864222fa/GPyOpt/util/general.py#L86-L96
def get_moments(model,x): ''' Moments (mean and sdev.) of a GP model at x ''' input_dim = model.X.shape[1] x = reshape(x,input_dim) fmin = min(model.predict(model.X)[0]) m, v = model.predict(x) s = np.sqrt(np.clip(v, 0, np.inf)) return (m,s, fmin)
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Moments (mean and sdev.) of a GP model at x
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python
train
24.909091
slarse/pdfebc-core
pdfebc_core/compress.py
https://github.com/slarse/pdfebc-core/blob/fc40857bc42365b7434714333e37d7a3487603a0/pdfebc_core/compress.py#L87-L105
def compress_multiple_pdfs(source_directory, output_directory, ghostscript_binary): """Compress all PDF files in the current directory and place the output in the given output directory. This is a generator function that first yields the amount of files to be compressed, and then yields the output path of e...
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Compress all PDF files in the current directory and place the output in the given output directory. This is a generator function that first yields the amount of files to be compressed, and then yields the output path of each file. Args: source_directory (str): Filepath to the source directory. ...
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python
train
45.526316
google/grr
grr/server/grr_response_server/hunts/implementation.py
https://github.com/google/grr/blob/5cef4e8e2f0d5df43ea4877e9c798e0bf60bfe74/grr/server/grr_response_server/hunts/implementation.py#L892-L897
def _Complete(self): """Marks the hunt as completed.""" self._RemoveForemanRule() if "w" in self.hunt_obj.mode: self.hunt_obj.Set(self.hunt_obj.Schema.STATE("COMPLETED")) self.hunt_obj.Flush()
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Marks the hunt as completed.
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python
train
35.166667
larryng/narwal
narwal/reddit.py
https://github.com/larryng/narwal/blob/58c409a475c8ed865579a61d7010162ed8cef597/narwal/reddit.py#L645-L658
def compose(self, to, subject, text): """Login required. Sends POST to send a message to a user. Returns True or raises :class:`exceptions.UnexpectedResponse` if non-"truthy" value in response. URL: ``http://www.reddit.com/api/compose/`` :param to: username or :class`things.A...
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Login required. Sends POST to send a message to a user. Returns True or raises :class:`exceptions.UnexpectedResponse` if non-"truthy" value in response. URL: ``http://www.reddit.com/api/compose/`` :param to: username or :class`things.Account` of user to send to :param subject...
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python
train
44.714286
lowandrew/OLCTools
databasesetup/database_setup.py
https://github.com/lowandrew/OLCTools/blob/88aa90ac85f84d0bbeb03e43c29b0a9d36e4ce2a/databasesetup/database_setup.py#L136-L144
def mob_suite_targets(self, database_name='mob_suite'): """ Download MOB-suite databases :param database_name: name of current database """ logging.info('Download MOB-suite databases') # NOTE: This requires mob_suite >=1.4.9.1. Versions before that don't have the -d optio...
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Download MOB-suite databases :param database_name: name of current database
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python
train
48.777778
spacetelescope/pysynphot
commissioning/genscience.py
https://github.com/spacetelescope/pysynphot/blob/a125ff956f4d94beb157bd51899747a13234bb97/commissioning/genscience.py#L28-L65
def genstis(outname): """ Generate TestCases from cmdfile according to the pattern in patternfile""" pattern="""class stisS%d(countrateCase): def setUp(self): self.obsmode="%s" self.spectrum="%s" self.setglobal(__file__) self.runpy()\n""" speclist=['/grp/hst/cdbs/calspec...
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Generate TestCases from cmdfile according to the pattern in patternfile
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python
train
28.263158
TestInABox/stackInABox
stackinabox/stack.py
https://github.com/TestInABox/stackInABox/blob/63ee457401e9a88d987f85f513eb512dcb12d984/stackinabox/stack.py#L45-L54
def register_service(cls, service): """Add a service to the thread's StackInABox instance. :param service: StackInABoxService instance to add to the test For return value and errors see StackInABox.register() """ logger.debug('Registering service {0}'.format(service.name)) ...
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Add a service to the thread's StackInABox instance. :param service: StackInABoxService instance to add to the test For return value and errors see StackInABox.register()
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python
train
36.1
frawau/aiolifx
aiolifx/aiolifx.py
https://github.com/frawau/aiolifx/blob/9bd8c5e6d291f4c79314989402f7e2c6476d5851/aiolifx/aiolifx.py#L861-L892
def set_color(self, value, callb=None, duration=0, rapid=False): """Convenience method to set the colour status of the device This method will send a LightSetColor message to the device, and request callb be executed when an ACK is received. The default callback will simply cache the value. ...
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Convenience method to set the colour status of the device This method will send a LightSetColor message to the device, and request callb be executed when an ACK is received. The default callback will simply cache the value. :param value: The new state, a dictionary onf int with 4 keys Hue,...
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python
train
47.8125
mediawiki-utilities/python-mwreverts
mwreverts/api.py
https://github.com/mediawiki-utilities/python-mwreverts/blob/d379ac941e14e235ad82a48bd445a3dfa6cc022e/mwreverts/api.py#L210-L286
def check_deleted(session, rev_id, title=None, timestamp=None, radius=defaults.RADIUS, before=None, window=None, rvprop=None): """ Checks the revert status of a deleted revision. With this method, you can determine whether an edit is a 'reverting' edit, was 'reverted' by...
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Checks the revert status of a deleted revision. With this method, you can determine whether an edit is a 'reverting' edit, was 'reverted' by another edit and/or was 'reverted_to' by another edit. :Parameters: session : :class:`mwapi.Session` An API session to make use of rev_id...
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python
train
38.090909
althonos/pronto
pronto/utils.py
https://github.com/althonos/pronto/blob/a768adcba19fb34f26f67cde4a03d317f932c274/pronto/utils.py#L55-L63
def nowarnings(func): """Create a function wrapped in a context that ignores warnings. """ @functools.wraps(func) def new_func(*args, **kwargs): with warnings.catch_warnings(): warnings.simplefilter('ignore') return func(*args, **kwargs) return new_func
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Create a function wrapped in a context that ignores warnings.
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python
train
33
rodluger/everest
everest/gp.py
https://github.com/rodluger/everest/blob/6779591f9f8b3556847e2fbf761bdfac7520eaea/everest/gp.py#L92-L192
def GetKernelParams(time, flux, errors, kernel='Basic', mask=[], giter=3, gmaxf=200, guess=None): ''' Optimizes the GP by training it on the current de-trended light curve. Returns the white noise amplitude, red noise amplitude, and red noise timescale. :param array_like time: T...
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Optimizes the GP by training it on the current de-trended light curve. Returns the white noise amplitude, red noise amplitude, and red noise timescale. :param array_like time: The time array :param array_like flux: The flux array :param array_like errors: The flux errors array :param array_like...
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python
train
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tensorflow/datasets
tensorflow_datasets/core/download/extractor.py
https://github.com/tensorflow/datasets/blob/46ceb0cf7b4690f38ecbbc689e4d659a903d08dc/tensorflow_datasets/core/download/extractor.py#L84-L100
def _sync_extract(self, from_path, method, to_path): """Returns `to_path` once resource has been extracted there.""" to_path_tmp = '%s%s_%s' % (to_path, constants.INCOMPLETE_SUFFIX, uuid.uuid4().hex) try: for path, handle in iter_archive(from_path, method): _copy...
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Returns `to_path` once resource has been extracted there.
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python
train
47.941176
VasilyStepanov/pywidl
pywidl/grammar.py
https://github.com/VasilyStepanov/pywidl/blob/8d84b2e53157bfe276bf16301c19e8b6b32e861e/pywidl/grammar.py#L291-L293
def p_ConstValue_float(p): """ConstValue : FLOAT""" p[0] = model.Value(type=model.Value.FLOAT, value=p[1])
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ConstValue : FLOAT
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python
train
36
Clinical-Genomics/scout
scout/commands/view/transcripts.py
https://github.com/Clinical-Genomics/scout/blob/90a551e2e1653a319e654c2405c2866f93d0ebb9/scout/commands/view/transcripts.py#L13-L32
def transcripts(context, build, hgnc_id, json): """Show all transcripts in the database""" LOG.info("Running scout view transcripts") adapter = context.obj['adapter'] if not json: click.echo("Chromosome\tstart\tend\ttranscript_id\thgnc_id\trefseq\tis_primary") for tx_obj in adapter.transcri...
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Show all transcripts in the database
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python
test
35.8
kwikteam/phy
phy/gui/actions.py
https://github.com/kwikteam/phy/blob/7e9313dc364304b7d2bd03b92938347343703003/phy/gui/actions.py#L136-L146
def _show_shortcuts(shortcuts, name=None): """Display shortcuts.""" name = name or '' print('') if name: name = ' for ' + name print('Keyboard shortcuts' + name) for name in sorted(shortcuts): shortcut = _get_shortcut_string(shortcuts[name]) if not name.startswith('_'): ...
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Display shortcuts.
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python
train
33.545455
openid/python-openid
openid/store/sqlstore.py
https://github.com/openid/python-openid/blob/f7e13536f0d1828d3cef5ae7a7b55cabadff37fc/openid/store/sqlstore.py#L469-L485
def db_set_assoc(self, server_url, handle, secret, issued, lifetime, assoc_type): """ Set an association. This is implemented as a method because REPLACE INTO is not supported by PostgreSQL (and is not standard SQL). """ result = self.db_get_assoc(server_url, handle) ...
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Set an association. This is implemented as a method because REPLACE INTO is not supported by PostgreSQL (and is not standard SQL).
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python
train
47
jrxFive/python-nomad
nomad/api/client.py
https://github.com/jrxFive/python-nomad/blob/37df37e4de21e6f8ac41c6154e7f1f44f1800020/nomad/api/client.py#L43-L59
def list_files(self, id=None, path="/"): """ List files in an allocation directory. https://www.nomadproject.io/docs/http/client-fs-ls.html arguments: - id - path returns: list raises: - nomad.api.exceptions.Bas...
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List files in an allocation directory. https://www.nomadproject.io/docs/http/client-fs-ls.html arguments: - id - path returns: list raises: - nomad.api.exceptions.BaseNomadException - nomad.api.exceptions....
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python
test
34.058824
log2timeline/dfvfs
dfvfs/vfs/tsk_file_entry.py
https://github.com/log2timeline/dfvfs/blob/2b3ccd115f9901d89f383397d4a1376a873c83c4/dfvfs/vfs/tsk_file_entry.py#L671-L705
def _TSKFileTimeCopyToStatTimeTuple(self, tsk_file, time_value): """Copies a SleuthKit file object time value to a stat timestamp tuple. Args: tsk_file (pytsk3.File): TSK file. time_value (str): name of the time value. Returns: tuple[int, int]: number of seconds since 1970-01-01 00:00:00...
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Copies a SleuthKit file object time value to a stat timestamp tuple. Args: tsk_file (pytsk3.File): TSK file. time_value (str): name of the time value. Returns: tuple[int, int]: number of seconds since 1970-01-01 00:00:00 and fraction of second in 100 nano seconds intervals. The num...
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python
train
41