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def remove_constraint(self,name): constraints = self.constraints hidden_constraints = self.hidden_constraints my_distribution_skip = self.distribution_skip my_selectfrac_skip = self.selectfrac_skip if name in constraints: hidden_constraints[name] = constrain...
Remove a constraint (make it "hidden") :param name: Name of constraint.
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def process_metadata(meta): mvgds = [] metadata = meta[0] for mvgd in meta: if isinstance(mvgd[], list): mvgds.extend(mvgd[]) else: mvgds.append(mvgd[]) metadata[] = mvgds return metadata
Merge metadata of run on multiple grid districts Parameters ---------- meta: list of dict Metadata of run of each MV grid district Returns ------- dict Single metadata dict including merge metadata
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def get_commit_url(repo_url): if "github.com" in repo_url: return repo_url[:-4] if repo_url.endswith(".git") else repo_url if "git.openstack.org" in repo_url: uri = .join(repo_url.split()[-2:]) return "https://github.com/{0}".format(uri) return repo_url
Determine URL to view commits for repo.
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def get_active_threads_involving_all_participants(self, *participant_ids): query = Thread.objects.\ exclude(participation__date_left__lte=now()).\ annotate(count_participants=Count()).\ filter(count_participants=len(participant_ids)) for participant_id in p...
Gets the threads where the specified participants are active and no one has left.
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def Froude(V, L, g=g, squared=False): rs Chemical Engineers Fr = V/(L*g)**0.5 if squared: Fr *= Fr return Fr
r'''Calculates Froude number `Fr` for velocity `V` and geometric length `L`. If desired, gravity can be specified as well. Normally the function returns the result of the equation below; Froude number is also often said to be defined as the square of the equation below. .. math:: Fr = \frac{V}{...
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def get_all_draft_pages_from_space(self, space, start=0, limit=500, status=): return self.get_all_pages_from_space(space, start, limit, status)
Get list of draft pages from space Use case is cleanup old drafts from Confluence :param space: :param start: OPTIONAL: The start point of the collection to return. Default: None (0). :param limit: OPTIONAL: The limit of the number of pages to return, this may be restricted by ...
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def init_jvm(java_home=None, jvm_dll=None, jvm_maxmem=None, jvm_classpath=None, jvm_properties=None, jvm_options=None, config_file=None, config=None): if not config: config = _get_python_api_config(config_file=co...
Creates a configured Java virtual machine which will be used by jpy. :param java_home: The Java JRE or JDK home directory used to search JVM shared library, if 'jvm_dll' is omitted. :param jvm_dll: The JVM shared library file. My be inferred from 'java_home'. :param jvm_maxmem: The JVM maximum heap space, ...
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def RunShellWithReturnCode(command, print_output=False, universal_newlines=True, env=os.environ): logging.info("Running %s", command) p = subprocess.Popen(command, stdout=subprocess.PIPE, stderr=subprocess.PIPE, shell=use_shell, universal_newlines=universal_newlines, env=env) if print_output: output_array = ...
Executes a command and returns the output from stdout and the return code. Args: command: Command to execute. print_output: If True, the output is printed to stdout. If False, both stdout and stderr are ignored. universal_newlines: Use universal_newlines flag (default: True). Returns: Tuple (output, retu...
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def UNIQUAC(xs, rs, qs, taus): r cmps = range(len(xs)) rsxs = sum([rs[i]*xs[i] for i in cmps]) phis = [rs[i]*xs[i]/rsxs for i in cmps] qsxs = sum([qs[i]*xs[i] for i in cmps]) vs = [qs[i]*xs[i]/qsxs for i in cmps] Ss = [sum([vs[j]*taus[j][i] for j in cmps]) for i in cmps] loggammacs = [...
r'''Calculates the activity coefficients of each species in a mixture using the Universal quasi-chemical (UNIQUAC) equation, given their mole fractions, `rs`, `qs`, and dimensionless interaction parameters. The interaction parameters are normally correlated with temperature, and need to be calculated se...
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def set_stream_class_lists_url(self, session_id): url = self.api_url + + self.api_key + + session_id + return url
this method returns the url to set the stream class list
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def get(self, query_name): url = "{0}/{1}".format(self.saved_query_url, query_name) response = self._get_json(HTTPMethods.GET, url, self._get_master_key()) return response
Gets a single saved query for a project from the Keen IO API given a query name. Master key must be set.
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def _tupleload(l: Loader, value, type_) -> Tuple: if HAS_TUPLEARGS: args = type_.__args__ else: args = type_.__tuple_params__ if len(args) == 2 and args[1] == ...: return tuple(l.load(i, args[0]) for i in value) else: if l.failonextra and len(value) > len(args): ...
This loads into something like Tuple[int,str]
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def _get_wds(self, indices): wds = [self.wd for _ in indices] for i, index in enumerate(indices): if index in self.param_dict: wds[i] *= self.param_dict[index].wd_mult elif index in self.wd_mult: wds[i] *= self.wd_mult[index] e...
Gets weight decays for indices. Returns 0 for non-weights if the name of weights are provided for `__init__`. Parameters ---------- indices : list of int Indices of weights. Returns ------- wds : list of float Weight decays for those indi...
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def _abbreviate(text, threshold): if text is not None and len(text) > threshold: text = text[:threshold] + "..." return text
Abbreviate the given text to threshold chars and append an ellipsis if its length exceeds threshold; used for logging; NOTE: the resulting text could be longer than threshold due to the ellipsis
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def lyr_proj(lyr, t_srs, preserve_fields=True): s_srs = lyr.GetSpatialRef() cT = osr.CoordinateTransformation(s_srs, t_srs) drv = ogr.GetDriverByName() out_ds = drv.CreateDataSource() outlyr = out_ds.CreateLayer(, srs=t_srs, geom_type=lyr.GetG...
Reproject an OGR layer
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def _set_extcommunity(self, v, load=False): if hasattr(v, "_utype"): v = v._utype(v) try: t = YANGDynClass(v,base=extcommunity.extcommunity, is_container=, presence=False, yang_name="extcommunity", rest_name="extcommunity", parent=self, path_helper=self._path_helper, extmethods=self._extmethods...
Setter method for extcommunity, mapped from YANG variable /routing_system/route_map/content/set/extcommunity (container) If this variable is read-only (config: false) in the source YANG file, then _set_extcommunity is considered as a private method. Backends looking to populate this variable should do s...
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def GASpecificConfig(r, info): assert isinstance(info, DecoderSpecificInfo) r.skip(1) dependsOnCoreCoder = r.bits(1) if dependsOnCoreCoder: r.skip(14) extensionFlag = r.bits(1) if not info.channelConfiguration: pce = ProgramConfigElement(r) info.pce_channels = pc...
Reads GASpecificConfig which is needed to get the data after that (there is no length defined to skip it) and to read program_config_element which can contain channel counts. May raise BitReaderError on error or NotImplementedError if some reserved data was set.
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def func_takes_last_result(waiter): if not six.callable(waiter): return False if not inspect.isfunction(waiter) and not inspect.ismethod(waiter): waiter = waiter.__call__ waiter_spec = _utils.getargspec(waiter) return in waiter_spec.args
Check if function has a "last_result" parameter. Needed to provide backward compatibility for wait functions that didn't take "last_result" in the beginning.
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def currentRepoTreeItemChanged(self): currentItem, currentIndex = self.getCurrentItem() hasCurrent = currentIndex.isValid() assert hasCurrent == (currentItem is not None), \ "If current idex is valid, currentIndex may not be None" if hasCurrent: ...
Called to update the GUI when a repo tree item has changed or a new one was selected.
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def dev_from_pcapname(self, pcap_name): try: return next(iface for iface in six.itervalues(self) if iface.pcap_name == pcap_name) except (StopIteration, RuntimeError): raise ValueError("Unknown pypcap network interface %r" % pcap_name)
Return Windows device name for given pcap device name.
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def _process_response(self): response = self.conn.getresponse() if response.status == 200 or response.status == 201: data = response.read() else: data = { "error": { "code": response.status, "reason": respo...
Return a JSON result after an HTTP Request. Process the response of an HTTP Request and make it a JSON error if it failed. Otherwise return the response's content.
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def delete_plat_operator(operator, auth, url): oper_id = None plat_oper_list = get_plat_operator(auth, url) for i in plat_oper_list: if operator == i[]: oper_id = i[] else: oper_id = None if oper_id is None: return 409 f_url = url + "/imc...
Function to set the password of an existing operator :param operator: str Name of the operator account :param auth: requests auth object #usually auth.creds from auth pyhpeimc.auth.class :param url: base url of IMC RS interface #usually auth.url from pyhpeimc.auth.authclass :return: int of 204 if suc...
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def pack_into(fmt, buf, offset, *args, **kwargs): return CompiledFormat(fmt).pack_into(buf, offset, *args, **kwargs)
Pack given values v1, v2, ... into given bytearray `buf`, starting at given bit offset `offset`. Pack according to given format string `fmt`. Give `fill_padding` as ``False`` to leave padding bits in `buf` unmodified.
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def validate_password(entry, username, check_function, password=None, retries=1, save_on_success=True, prompt=None, **check_args): if password is None: password = get_password(entry, username, prompt) for _ in xrange(retries + 1): if check_function(username, password, **check_args): ...
Validate a password with a check function & retry if the password is incorrect. Useful for after a user has changed their password in LDAP, but their local keychain entry is then out of sync. :param str entry: The keychain entry to fetch a password from. :param str username: The username to authenti...
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def add_intf_router(self, rout_id, tenant_id, subnet_lst): try: for subnet_id in subnet_lst: body = {: subnet_id} intf = self.neutronclient.add_interface_router(rout_id, body=body) ...
Add the interfaces to a router.
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def from_val(val_schema): definition = getattr(val_schema, "definition", val_schema) if isinstance( val_schema, BaseSchema) else val_schema if isinstance(definition, dict): return _dict_to_teleport(definition) if isinstance(definition, list): if len(definition) == 1: ...
Serialize a val schema to teleport.
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def _validate(self, inst: "InstanceNode", scope: ValidationScope, ctype: ContentType) -> None: if isinstance(inst, ArrayEntry): super()._validate(inst, scope, ctype) else: if scope.value & ValidationScope.semantics.value: self._check_lis...
Extend the superclass method.
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def execute(self, method, args, kwargs): if args is None: args = [] if kwargs is None: kwargs = {} try: self._result = method(*args, **kwargs) except Exception as ex: self._exception = ex raise ...
Execute the given method and stores its result. The result is considered "done" even if the method raises an exception :param method: The method to execute :param args: Method positional arguments :param kwargs: Method keyword arguments :raise Exception: The exception raised by ...
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def doExperiment(locationModuleWidth, bumpType, cellCoordinateOffsets, numObjects, featuresPerObject, objectWidth, numFeatures, featureDistribution, useTrace, useRawTr...
Learn a set of objects. Then try to recognize each object. Output an interactive visualization. @param locationModuleWidth (int) The cell dimensions of each module @param cellCoordinateOffsets (sequence) The "cellCoordinateOffsets" parameter for each module
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def save_model(model, filename): with open(filename, ) as f: f.write(serialize_model(model))
Save the model into a file. :param model: HTK model to be saved :param filename: File where to save the model
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def get_wiki_page(self, subreddit, page): return objects.WikiPage(self, six.text_type(subreddit), page.lower())
Return a WikiPage object for the subreddit and page provided.
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def _dict_to_proto(py_dict, proto): dict_json_str = json.dumps(py_dict) return json_format.Parse(dict_json_str, proto)
Converts a python dictionary to the proto supplied :param py_dict: The dictionary to convert :type py_dict: dict :param proto: The proto object to merge with dictionary :type proto: protobuf :return: A parsed python dictionary in provided proto format :raises: ...
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def output_difference(self, example, got, optionflags): want = example.want if not (optionflags & DONT_ACCEPT_BLANKLINE): got = re.sub(, BLANKLINE_MARKER, got) if self._do_a_fancy_diff(want, got, optionflags): want_lines =...
Return a string describing the differences between the expected output for a given example (`example`) and the actual output (`got`). `optionflags` is the set of option flags used to compare `want` and `got`.
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def showcutoffs(self, redblue = False): highmask = self.numpyarray > self.z2 lowmask = self.numpyarray < self.z1 if redblue == False : if self.negative : self.drawmask(highmask, colour = 255) self.drawmask(lowmask, colour = 0) ...
We use drawmask to visualize pixels above and below the z cutoffs. By default this is done in black (above) and white (below) (and adapts to negative images). But if you choose redblue = True, I use red for above z2 and blue for below z1.
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def is_named(self, filename): self.is_file() if not isinstance(filename, str_types): raise TypeError() val_filename = os.path.basename(os.path.abspath(self.val)) if val_filename != filename: self._err( % (val_filename, filename)) return self
Asserts that val is an existing path to a file and that file is named filename.
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def set_reboot_required_witnessed(): * errcode = -1 dir_path = os.path.dirname(NILRT_REBOOT_WITNESS_PATH) if not os.path.exists(dir_path): try: os.makedirs(dir_path) except OSError as ex: raise SaltInvocationError( .format(dir...
This function is used to remember that an event indicating that a reboot is required was witnessed. This function writes to a temporary filesystem so the event gets cleared upon reboot. Returns: bool: ``True`` if successful, otherwise ``False`` .. code-block:: bash salt '*' system.set...
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def set_min_string_length(self, length=None): if self.get_min_string_length_metadata().is_read_only(): raise NoAccess() if not self.my_osid_object_form._is_valid_cardinal( length, self.get_min_string_length_metadata()): raise InvalidArgume...
stub
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def find_projects(self, file_identifier=".project"): projects = [] for d in self.subdirs(): project_file = os.path.join(self.directory, d, file_identifier) if os.path.isfile(project_file): projects.append(d) return projects
Search all directory recursively for subdirs with `file_identifier' in it. :type file_identifier: str :param file_identifier: File identier, .project by default. :rtype: list :return: The list of subdirs with a `file_identifier' in it.
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def add_permission(content_type, permission): codename = "%s_%s" % (content_type.model, permission) if not Permission.objects.filter(content_type=content_type, codename=codename): Permission.objects.create(content_type=content_type, codename=codena...
Adds the passed in permission to that content type. Note that the permission passed in should be a single word, or verb. The proper 'codename' will be generated from that.
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def docx_process_simple_text(text: str, width: int) -> str: if width: return .join(textwrap.wrap(text, width=width)) else: return text
Word-wraps text. Args: text: text to process width: width to word-wrap to (or 0 to skip word wrapping) Returns: wrapped text
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def startAll(self): self.logger.info("Starting all threads...") for thread in self.getThreads(): thr = self.getThread(thread) self.logger.debug("Starting {0}".format(thr.name)) thr.start() self.logger.info("Started all threads")
Start all registered Threads.
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def ReadMessageHandlerRequests(self): res = [] leases = self.message_handler_leases for requests in itervalues(self.message_handler_requests): for r in itervalues(requests): res.append(r.Copy()) existing_lease = leases.get(r.handler_name, {}).get(r.request_id, None) res[-1...
Reads all message handler requests from the database.
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def play_bootstrap_tour( driver, tour_steps, browser, msg_dur, name=None, interval=0): instructions = "" for tour_step in tour_steps[name]: instructions += tour_step instructions += ( ) if interval and interval > 0: if interval < 1: interval = 1 ...
Plays a Bootstrap tour on the current website.
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def _get_records(self): results = [] r = self.get_distinfo_resource() with contextlib.closing(r.as_stream()) as stream: with CSVReader(stream=stream) as record_reader: for row in record_reader: ...
Get the list of installed files for the distribution :return: A list of tuples of path, hash and size. Note that hash and size might be ``None`` for some entries. The path is exactly as stored in the file (which is as in PEP 376).
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def save_animation(self, filename, datasets=None, fps=10, fill_value=None, batch_size=1, ignore_missing=False, client=True, **kwargs): if imageio is None: raise ImportError("Missing required library") scene_gen = self._scene_gen first_scene = self.fi...
Helper method for saving to movie (MP4) or GIF formats. Supported formats are dependent on the `imageio` library and are determined by filename extension by default. .. note:: Starting with ``imageio`` 2.5.0, the use of FFMPEG depends on a separate ``imageio-ffmpeg`` p...
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def get_stat(self, obj_name, stat_name): return self.statistics[obj_name][self.captions.index(stat_name)]
:param obj_name: requested object name. :param stat_name: requested statistics name. :return: str, the value of the requested statics for the requested object.
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def thread_helper(form_tag=True, edit_mode=False, for_moderator=False): helper = FormHelper() helper.form_action = helper.attrs = {: } helper.form_tag = form_tag fieldsets = [ Row( Column( , css_class= ), ), ] ...
Thread's form layout helper
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def add_metric_group_definition(self, definition): assert isinstance(definition, FakedMetricGroupDefinition) group_name = definition.name if group_name in self._metric_group_defs: raise ValueError("A metric group definition with this name " "alre...
Add a faked metric group definition. The definition will be used: * For later addition of faked metrics responses. * For returning the metric-group-info objects in the response of the Create Metrics Context operations. For defined metric groups, see chapter "Metric groups" i...
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def _remove_redundant_overlapping_blocks(self): sorted_nodes = sorted(self.graph.nodes(), key=lambda n: n.addr if n is not None else 0) all_plt_stub_addrs = set(itertools.chain.from_iterable(obj.reverse_plt.keys() for obj in self.project.loader.all_objects if isinstance(obj, cle.MetaELF))) ...
On some architectures there are sometimes garbage bytes (usually nops) between functions in order to properly align the succeeding function. CFGFast does a linear sweeping which might create duplicated blocks for function epilogues where one block starts before the garbage bytes and the other starts aft...
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def axes_style(style=, rc=None): if rc is None: rc = {} rc_default = {} for name, val in rc_default.items(): rc.setdefault(name, val) return sns.axes_style(style=style, rc=rc)
Create pyfolio default axes style context. Under the hood, calls and returns seaborn.axes_style() with some custom settings. Usually you would use in a with-context. Parameters ---------- style : str, optional Name of seaborn style. rc : dict, optional Config flags. Return...
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def _map_or_apply(input_layer, op, *args, **kwargs): kwargs.pop() right = kwargs.pop(, False) if input_layer.is_sequence(): if right: args += (input_layer,) else: args = ((input_layer,) + args) result = [op(*x, **kwargs) for x in _zip_with_scalars(args)] if len(result) != len(inp...
Map op across the input if it is a sequence; otherwise apply it. Note: This takes a keyword argument `right_` to right apply the op to this input. The name is chosen to limit conflicts with other keyword arguments. Args: input_layer: The input_layer (self when chaining). op: The op to apply: *args: ...
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def get_swagger(self, request): api_base = self.parent paths, definitions = self.parse_operations() codecs = getattr(self.cenancestor, , CODECS) return dict_filter({ : , : { : self.title, : str(getattr(api_base, , 0)) ...
Generate this document.
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def _grep_status(self, status_type): args = "qstat -f {}".format(self.id).split() res, _ = call(args) exit_status = [line for line in res.split() if in line] try: _, __, code = exit_status[0].split() except IndexError: code = None...
Greps through the job's current status to see if it returned with the requested status. status_type: complete, error
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def load_L3G_arduino(filename, remove_begin_spurious=False, return_parser=False): "Load gyro data collected by the arduino version of the L3G logging platform, and return the data (in rad/s), a time vector, and the sample rate (seconds)" file_data = open(filename, ).read() parser = L3GArduinoParser() pa...
Load gyro data collected by the arduino version of the L3G logging platform, and return the data (in rad/s), a time vector, and the sample rate (seconds)
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def read_file(path, verbose=False): for filehandle in filehandles(path, verbose=verbose): return CTfile.load(filehandle)
Read single ``CTfile`` formatted file. :param str path: Path to ``CTfile``. :return: Subclass of :class:`~ctfile.ctfile.CTfile`. :rtype: :class:`~ctfile.ctfile.CTfile`
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def _delete_resource(self, url): headers = {"Content-Type": "application/json", "Accept": "application/json"} if self.token: headers["W-Token"] = "%s" % self.token response = WhenIWork_DAO().deleteURL(url, headers) if not (response.status == 200 o...
When I Work DELETE method.
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def add_field(self, name, data): if name in self._fields: raise ValueError if not len(data) == self._num_fix: raise ValueError self._fields.append(name) self.__dict__[name] = data
Add a new field to the datamat. Parameters: name : string Name of the new field data : list Data for the new field, must be same length as all other fields.
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def _raw_dimensions(self): return tuple( _RawDimension(dimension_dict, self._dimension_dicts) for dimension_dict in self._dimension_dicts )
Sequence of _RawDimension objects wrapping each dimension dict.
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def periodic_hann(window_length): return 0.5 - (0.5 * np.cos(2 * np.pi / window_length * np.arange(window_length)))
Calculate a "periodic" Hann window. The classic Hann window is defined as a raised cosine that starts and ends on zero, and where every value appears twice, except the middle point for an odd-length window. Matlab calls this a "symmetric" window and np.hanning() returns it. However, for Fourier analysis, thi...
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def _handler_http(self, result): monitor = result[] self.thread_debug("process_http", data=monitor, module=) self.stats.http_handled += 1 logargs = { :"metric", : result[], : monitor[], : monitor[], : monitor[...
Handle the result of an http monitor
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def _parse_country_file(self, cty_file, country_mapping_filename=None): import plistlib cty_list = None entities = {} exceptions = {} prefixes = {} exceptions_index = {} prefixes_index = {} exceptions_counter = 0 prefixes_counter = 0 ...
Parse the content of a PLIST file from country-files.com return the parsed values in dictionaries. Country-files.com provides Prefixes and Exceptions
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def check_image_evaluation(self, image, show_history=False, detail=False, tag=None, policy=None): itype, _, image_digest = self._discover_inputimage(image) if not image_digest: return [False, "could not get image record from anchore"] if not tag and itype != : re...
**Description** Check the latest policy evaluation for an image **Arguments** - image: Input image can be in the following formats: registry/repo:tag - show_history: Show all previous policy evaluations - detail: Show detailed policy evaluation report ...
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def write_chapter(self): self.paragraphs = [] self.paragraphs.append() for x in range(randint(0, 50)): p = Paragraph(self.model) self.paragraphs.append(p.get_paragraph()) self.paragraphs.append() return self.paragraphs
Create a chapter that contains a random number of paragraphs
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def builtin(self, name): builtin_name = ast.Name("@py_builtins", ast.Load()) return ast.Attribute(builtin_name, name, ast.Load())
Return the builtin called *name*.
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def save_response_content(response, filename=, destination=os.path.curdir, chunksize=32768): chunksize = chunksize or 32768 if os.path.sep in filename: full_destination_path = filename else: full_destination_path = os.path.join(destination, filename) full_destination_path = expand_f...
For streaming response from requests, download the content one CHUNK at a time
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def bind_to_constructor(self, cls, constructor): self._check_class(cls) if constructor is None: raise InjectorException( % cls) self._bindings[cls] = _ConstructorBinding(constructor) logger.debug(, cls, constructor) return self
Bind a class to a callable singleton constructor.
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def download(names): s easier to use this function by using list_updates and setting install=True. Args: names (str, list): A single update or a list of updates to download. This can be any combination of GUIDs, KB numbers, or names. GUIDs or KBs are preferred. ...
.. versionadded:: 2017.7.0 Downloads updates that match the list of passed identifiers. It's easier to use this function by using list_updates and setting install=True. Args: names (str, list): A single update or a list of updates to download. This can be any combination o...
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def _apply_conv(self, inputs, w): tiled_weights = tf.tile(w, [1, 1, self._input_channels, 1]) outputs = tf.nn.depthwise_conv2d(inputs, tiled_weights, strides=self.stride, padding=self._conv_op_pad...
Apply a depthwise_conv2d operation on `inputs` using variable `w`. Args: inputs: A Tensor of shape `data_format` and of type `tf.float16`, `tf.bfloat16` or `tf.float32`. w: A weight matrix of the same type as `inputs`. Returns: outputs: The result of the convolution operation on `i...
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def show_service(kwargs=None, conn=None, call=None): if call != : raise SaltCloudSystemExit( ) if not conn: conn = get_conn() if kwargs is None: kwargs = {} if not in kwargs: raise SaltCloudSystemExit() data = conn.get_hosted_service_pro...
.. versionadded:: 2015.8.0 List hosted service properties CLI Example: .. code-block:: bash salt-cloud -f show_service my-azure name=my_service
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def readDB(self): self.dm = DataModel(directory = tools.getConfigDir()) if (self.first_start): print(pre, "readDB : first start") self.dm.clearAll() self.dm.saveAll() if not self.dm.checkCameraCollection(): self.dm.clearCameraCol...
Datamodel includes the following files: config.dat, devices.dat
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def cardinality(gym_space): if (gym_space.dtype == np.float32) or (gym_space.dtype == np.float64): tf.logging.error("Returning None for a float gym space's cardinality: ", gym_space) return None if isinstance(gym_space, Discrete): return gym_space.n if isinstance(gym_space, ...
Number of elements that can be represented by the space. Makes the most sense for Discrete or Box type with integral dtype, ex: number of actions in an action space. Args: gym_space: The gym space. Returns: np.int64 number of observations that can be represented by this space, or returns None whe...
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def fix_trim_curves(obj): if obj.pdimension != 2: raise GeomdlException("Input geometry must be a surface") for o in obj: trims = o.trims if not trims: continue parbox = get_par_box(o.domain, True) updated_trims = [] ...
Fixes direction, connectivity and similar issues of the trim curves. This function works for surface trim curves consisting of a single curve. :param obj: input surface :type obj: abstract.Surface
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def _regexp(expr, item): reg = re.compile(expr) return reg.search(item) is not None
REGEXP function for Sqlite
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def sense(self): cmd_name = random.choice(self.senses) command = getattr(self, cmd_name) self.state[] = cmd_name command()
Launches a few "sensing" commands such as 'ls', or 'pwd' and updates the current bait state.
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def find_matches_by_distance(cos_vects, cut_dist): dist_rad = np.radians(cut_dist) cos_t_cut = np.cos(dist_rad) nsrc = cos_vects.shape[1] match_dict = {} for i, v1 in enumerate(cos_vects.T): cos_t_vect = (v1 * cos_vects.T).sum(1) cos_t_vect[cos_t_vect < -1.0] = -1.0 cos_...
Find all the pairs of sources within a given distance of each other. Parameters ---------- cos_vects : np.ndarray(e,nsrc) Directional cosines (i.e., x,y,z component) values of all the sources cut_dist : float Angular cut in degrees that will be used to select pairs ...
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def zero_width_split(pattern, string): splits = list((m.start(), m.end()) for m in regex.finditer(pattern, string, regex.VERBOSE)) starts = [0] + [i[1] for i in splits] ends = [i[0] for i in splits] + [len(string)] return [string[start:end] for start, end in zip(starts, ends)]
Split a string on a regex that only matches zero-width strings :param pattern: Regex pattern that matches zero-width strings :param string: String to split on. :return: Split array
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def _get_docstring(self): left = self.position while left: if self.source_code[left: left + 3] in [, "'
Find the docstring we are currently in.
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def uniprot_mapping_and_metadata(self, model_gene_source, custom_gene_mapping=None, outdir=None, set_as_representative=False, force_rerun=False): if custom_gene_mapping: genes_to_map = list(custom_gene_mapping.values()) else: ...
Map all genes in the model to UniProt IDs using the UniProt mapping service. Also download all metadata and sequences. Args: model_gene_source (str): the database source of your model gene IDs. See: http://www.uniprot.org/help/api_idmapping Common model gene ...
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def send_request(self, *args, **kwargs): try: return self.session.request(*args, **kwargs) except ConnectionError: self.session.close() return self.session.request(*args, **kwargs)
Wrapper for session.request Handle connection reset error even from pyopenssl
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def get_algo(self, args: argparse.Namespace, algo: str) -> object: if algo == : return NearestNeighbor(args.nnk)
Returns machine learning algorithm based on arguments
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def _download(self): min_x, max_x, min_y, max_y = self.gssha_grid.bounds(as_geographic=True) if self.era_download_data == : log.info("Downloading ERA5 data ...") download_era5_for_gssha(self.lsm_input_folder_path, self.downloa...
download ERA5 data for GSSHA domain
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def get_modification_by_hash(self, sha512: str) -> Optional[Modification]: return self.session.query(Modification).filter(Modification.sha512 == sha512).one_or_none()
Get a modification by a SHA512 hash.
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def skip_item_key(self, item, key): if "skip" in item: item["skip"].append(key) else: item["skip"] = [key] return item
Add the key to the item's "skip" list
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def status(name, sig=None): * if sig: return bool(__salt__[](sig)) cmd = .format(_cmd(), name) return not __salt__[](cmd)
Return the status for a service, returns a bool whether the service is running. CLI Example: .. code-block:: bash salt '*' service.status <service name>
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def get_last_weekday(self, including_today=False): weekday = self.date_time.weekday() return Weekday.get_last(weekday, including_today=including_today)
Gets last week day :param including_today: If today is sunday and requesting next sunday :return: Date of last monday, tuesday ..
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def _rewrite_f(self, q): if isinstance(q, models.F): q.name = rewrite_lookup_key(self.model, q.name) return q if isinstance(q, Node): q.children = list(map(self._rewrite_f, q.children)) if hasattr(q, ): q.lhs = self._rewrite_f(q.l...
Rewrite field names inside F call.
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def send(self, stat, value, rate=1): if rate < 1: value = "%s|@%s" % (value, rate) return super().send(stat, value, rate)
Send message to backend.
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def blk_1d_short(blk, shape): maxpix, _ = blk_coverage_1d(blk, shape) for i in range(0, maxpix, blk): yield slice(i, i + blk)
Iterate through the slices that recover a line. This function is used by :func:`blk_nd_short` as a base 1d case. The function stops yielding slices when the size of the remaining slice is lesser than `blk`. :param blk: the size of the block :param shape: the size of the array :return: a gener...
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def updatecache(filename, module_globals=None): if filename in cache: del cache[filename] if not filename or (filename.startswith() and filename.endswith()): return [] fullname = filename try: stat = os.stat(fullname) except OSError: basename = filename ...
Update a cache entry and return its list of lines. If something's wrong, print a message, discard the cache entry, and return an empty list.
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def report(self, account_id, status_ids = None, comment = None, forward = False): account_id = self.__unpack_id(account_id) if not status_ids is None: if not isinstance(status_ids, list): status_ids = [status_ids] status_ids = list(map(lambda x: self...
Report statuses to the instances administrators. Accepts a list of toot IDs associated with the report, and a comment. Set forward to True to forward a report of a remote user to that users instance as well as sending it to the instance local administrators. Returns a `report ...
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def build_collate_fn(batch_first=False, parallel=True, sort=False): def collate_seq(seq): lengths = [len(s) for s in seq] batch_length = max(lengths) shape = (batch_length, len(seq)) seq_tensor = torch.full(shape, config.PAD, dtype=torch.int64) for i, s in enu...
Factory for collate_fn functions. :param batch_first: if True returns batches in (batch, seq) format, if False returns in (seq, batch) format :param parallel: if True builds batches from parallel corpus (src, tgt) :param sort: if True sorts by src sequence length within each batch
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def source(self): source, source64, = "", "" for line in self.SLACKBUILDS_TXT.splitlines(): if line.startswith(self.line_name): sbo_name = line[17:].strip() if line.startswith(self.line_down): if sbo_name == self.name and line[21:].strip()...
Grab sources downloads links
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def ecdh(self, identity, pubkey): assert pubkey[:1] == b peer = ecdsa.VerifyingKey.from_string( pubkey[1:], curve=ecdsa.curves.NIST256p, hashfunc=hashlib.sha256) shared = ecdsa.VerifyingKey.from_public_point( point=(peer.pubkey.point * sel...
Get shared session key using Elliptic Curve Diffie-Hellman.
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def one_step(self, current_state, previous_kernel_results): @tfp.mcmc.internal.util.make_innermost_setter def set_num_leapfrog_steps(kernel_results, num_leapfrog_steps): return kernel_results._replace( accepted_results=kernel_results.accepted_results._replace( num_leapfrog_st...
Runs one iteration of NeuTra. Args: current_state: `Tensor` or Python `list` of `Tensor`s representing the current state(s) of the Markov chain(s). The first `r` dimensions index independent chains, `r = tf.rank(target_log_prob_fn(*current_state))`. previous_kernel_results: `collections...
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def bear(a1, b1, a2, b2): tol = 1e-15 v1 = CartesianVector.from_spherical(1.0, a1, b1) v2 = CartesianVector.from_spherical(1.0, a2, b2) v0 = CartesianVector.from_spherical(r=1.0, alpha=0.0, delta=d2r(90.0)) if abs(v1.cross(v0).mod) < tol...
Find bearing/position angle between two points on a unit sphere. Parameters ---------- a1, b1 : float Longitude-like and latitude-like angles defining the first point. Both are in radians. a2, b2 : float Longitude-like and latitude-like angles defining the second point....
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def set(self, is_on=None, brightness=None, cancel_transition=True): if cancel_transition: self._cancel_active_transition() if is_on is not None: self._is_on = is_on if brightness is not None: self._assert_is_brightness(brightness) self._...
Set properties of the led simultaneously before updating pwm values. :param is_on: On-off state of the led. :param brightness: Brightness of the led. :param cancel_transition: Cancel active transitions.
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def string_to_bytes(string): if string == : return 0 import re match = re.match(, string) if not match: raise RuntimeError(.format(string)) if match.group(3): raise RuntimeError(.format(match.group(3))) value = float(match.group(1)) if match.group(2) is None: ...
Returns the amount of bytes in a human readable form up to Yottabytes (YB). :param string: integer with suffix (b, k, m, g, t, p, e, z, y) :return: amount of bytes in string representation >>> string_to_bytes('1024') 1024 >>> string_to_bytes('1024k') 1048576 >>> string_to_bytes('4 G') 4...
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def print_tree(graph, tails, node_id_map): wa...
Print out a tree of blocks starting from the common ancestor.
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def parse_a_hall(self, hall): if hall not in self.hall_to_link: return None page = requests.get(self.hall_to_link[hall], timeout=60) soup = BeautifulSoup(page.content, ) soup.prettify() washers = {"open": 0, "running": 0, "out_of_order": 0, "offline": 0, "t...
Return names, hall numbers, and the washers/dryers available for a certain hall. :param hall: The ID of the hall to retrieve data for. :type hall: int
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def mavlink_packet(self, msg): type = msg.get_type() master = self.master if type in [ ]: ilock = self.get_rc_input(msg, self.interlock_channel) if ilock <= 0: self.console.set_status(, , fg=, row=4) elif ilock >= 1800: ...
handle an incoming mavlink packet