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def HasDynamicInvoke(self): """ Flag indicating if dynamic invocation is supported. Returns: bool: True if supported. False otherwise. """ from neo.Core.State.ContractState import ContractPropertyState return self.ContractProperties & ContractPropertyState.Ha...
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def _random_crop(image, size): """Make a random crop of (`size` x `size`).""" bbox = tf.constant([0.0, 0.0, 1.0, 1.0], dtype=tf.float32, shape=[1, 1, 4]) random_image, bbox = distorted_bounding_box_crop( image, bbox, min_object_covered=0.1, aspect_ratio_range=(3. / 4, 4. / 3.), area_...
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def script_start_type(script): """Return the type of block the script begins with.""" if script[0].type.text == 'when @greenFlag clicked': return HairballPlugin.HAT_GREEN_FLAG elif script[0].type.text == 'when I receive %s': return HairballPlugin.HAT_WHEN_I_RECEIVE ...
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def utc_strftime(self, format): """Format the UTC time using a Python date formatting string. This internally calls the Python ``strftime()`` routine from the Standard Library ``time()`` module, for which you can find a quick reference at ``http://strftime.org/``. If this object is ...
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def _get_and_count_containers(self, custom_cgroups=False, healthchecks=False): """List all the containers from the API, filter and count them.""" # Querying the size of containers is slow, we don't do it at each run must_query_size = self.collect_container_size and self._latest_size_query == 0 ...
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def process(self, salt_data, token, opts): ''' Process events and publish data ''' parts = salt_data['tag'].split('/') if len(parts) < 2: return # TBD: Simplify these conditional expressions if parts[1] == 'job': if parts[3] == 'new': ...
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def _get_fieldsets_post_form_or_formset(self, request, form, obj=None): """ Generic get_fieldsets code, shared by TranslationAdmin and TranslationInlineModelAdmin. """ base_fields = self.replace_orig_field(form.base_fields.keys()) fields = base_fields + list(self.get_read...
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def view_status_code(codes): """Return status code or random status code if more than one are given --- tags: - Status codes parameters: - in: path name: codes produces: - text/plain responses: 100: description: Informational responses 200: d...
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def _parse_launch_error(data): """ Parses a LAUNCH_ERROR message and returns a LaunchFailure object. :type data: dict :rtype: LaunchFailure """ return LaunchFailure( data.get(ERROR_REASON, None), data.get(APP_ID), data.get(REQUEST_ID),...
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def get_channels(self, current=True, publish_only=False, settings=False): """ if "current" is false it will return all channels that a user has published to in the past. if publish_only is set to true, then return only the channels that are publishable. ...
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def commit_file(self, message, path, content): """ Add a new file as blob in the storage, add its tree entry into the index and commit the index. :param message: str :param path: str :param content: str :return: """ if self.git_batch_commit: ...
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def list(members, meta=None) -> List: # pylint:disable=redefined-builtin """Creates a new list.""" return List( # pylint: disable=abstract-class-instantiated plist(iterable=members), meta=meta )
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def attach(self, remote_entry): """Attach a remote entry to a local entry""" self.name = remote_entry.name self.sha = remote_entry.sha self.url = remote_entry.url self.author = remote_entry.author return self
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def secgroup_info(call=None, kwargs=None): ''' Retrieves information for the given security group. Either a name or a secgroup_id must be supplied. .. versionadded:: 2016.3.0 name The name of the security group for which to gather information. Can be used instead of ``secgroup_id``...
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def get_item(self, path_, default): """Return item or default. In the latter, change file to have default. Arguments: path_ -- path to item in section/subsection structure. May be either: ["section", "subsection", ...] or "[/]section/subsectio...
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def _wait_for_read_ready_or_timeout(self, timeout): """Returns tuple of whether stdin is ready to read and an event. If an event is returned, that event is more pressing than reading bytes on stdin to create a keyboard input event. If stdin is ready, either there are bytes to read or a ...
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def filter_by_type(stmts_in, stmt_type, **kwargs): """Filter to a given statement type. Parameters ---------- stmts_in : list[indra.statements.Statement] A list of statements to filter. stmt_type : indra.statements.Statement The class of the statement type to filter for. Exa...
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def hexdump(src, length=16, sep='.'): """ Returns src in hex dump. From https://gist.github.com/ImmortalPC/c340564823f283fe530b :param length: Nb Bytes by row. :param sep: For the text part, sep will be used for non ASCII char. :return: The hexdump """ result = [] for i in range(0,...
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def put_multiple(self, packages): """put tasks This method places multiple tasks in the working area and have the dispatcher execute them. Parameters ---------- packages : list(callable) A list of tasks Returns ------- list(int) ...
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def copy(self, dst_bucket, dst_key, metadata=None, reduced_redundancy=False, preserve_acl=False, encrypt_key=False): """ Copy this Key to another bucket. :type dst_bucket: string :param dst_bucket: The name of the destination bucket :type dst_key: stri...
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def get_checker_executable(name): """Return checker executable in the form of a list of arguments for subprocess.Popen""" if programs.is_program_installed(name): # Checker is properly installed return [name] else: path1 = programs.python_script_exists(package=None, ...
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def rc_stats(stats): """ reverse completement stats """ rc_nucs = {'A':'T', 'T':'A', 'G':'C', 'C':'G', 'N':'N'} rcs = [] for pos in reversed(stats): rc = {} rc['reference frequencey'] = pos['reference frequency'] rc['consensus frequencey'] = pos['consensus frequency'] ...
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def _get_zk_path_children(self, zk_conn, zk_path, name_for_error): """Fetch child nodes for a given Zookeeper path.""" children = [] try: children = zk_conn.get_children(zk_path) except NoNodeError: self.log.info('No zookeeper node at %s', zk_path) except ...
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def error_mode(self): """error mode: enable only errors; no reports, no persistent""" self._error_mode = True self.disable_noerror_messages() self.disable("miscellaneous") if self._python3_porting_mode: self.disable("all") for msg_id in self._checker_messa...
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def shift(self, time: int) -> 'Interval': """Return a new interval shifted by `time` from self Args: time: time to be shifted Returns: Interval: interval shifted by `time` """ return Interval(self._begin + time, self._end + time)
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def get_reply(self, method, replyroot): """ Process the I{reply} for the specified I{method} by unmarshalling it into into Python object(s). @param method: The name of the invoked method. @type method: str @param replyroot: The reply XML root node received after invoking...
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def get_conventional_standard_structure( self, international_monoclinic=True): """ Gives a structure with a conventional cell according to certain standards. The standards are defined in Setyawan, W., & Curtarolo, S. (2010). High-throughput electronic band structure calculati...
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def history(self, raw=True, output=False, hist_access_type='range', **kwargs): """Get entries from the history list. Parameters ---------- raw : bool If True, return the raw input. output : bool If True, then return the output as well. hist_access...
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def authorized_signup_handler(resp, remote, *args, **kwargs): """Handle sign-in/up functionality. :param remote: The remote application. :param resp: The response. :returns: Redirect response. """ # Remove any previously stored auto register session key session.pop(token_session_key(remote....
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def songs_delete(self, songs): """Delete songs from library. Parameters: song (list): A list of song dicts. Returns: list: Successfully deleted song IDs. """ mutations = [mc_calls.TrackBatch.delete(song['id']) for song in songs] response = self._call( mc_calls.TrackBatch, mutations ) suc...
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def _run_germline(align_bams, items, ref_file, target, out_file): """Run germline calling, handling populations. TODO: - We could better handle trio calling with ped inputs as octopus has special support. """ align_bams = " ".join(align_bams) cores = dd.get_num_cores(items[0]) cmd...
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def same_tech(self, other: Union[UnitTypeId, Set[UnitTypeId], List[UnitTypeId], Dict[UnitTypeId, Any]]) -> "Units": """ Usage: 'self.units.same_tech(UnitTypeId.COMMANDCENTER)' or 'self.units.same_tech(UnitTypeId.ORBITALCOMMAND)' returns all CommandCenter, CommandCenterFlying, OrbitalCommand, Orb...
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def target_is_valid(self, target_id=0): """ Returns True or False indicating whether or not the specified target is present and valid. `target_id` is a target ID (or None for the first target) """ try: target = self._target(target_id=target_id) except...
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def _match_overlay(self, raster, overlay_spec): """ Given a raster or input overlay, generate a list of matched elements (None if no match) and corresponding tuple of match strength values. """ ordering = [None]*len(overlay_spec) # Elements to overlay strengths = ...
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def replace_uid(old_uwnetid, new_uwnetid, no_custom_fields=True): """ Return a list of BridgeUser objects without custom fields """ url = author_uid_url(old_uwnetid) if not no_custom_fields: url += ("?%s" % CUSTOM_FIELD) resp = patch_resource(url, '{"user":{"uid":"%s@uw.edu"}}' % new_uwn...
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def find_first_available_template(self, template_name_list): """ Given a list of template names, find the first one that actually exists and is available. """ if isinstance(template_name_list, six.string_types): return template_name_list else: # Ta...
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def update(self, **kwargs): ''' Update an existing GraftM package with new sequences and taxonomy. If no taxonomy is provided, attempt to decorate the new sequences with pre-existing taxonomy. Parameters ---------- input_sequence_path: str Path to FAS...
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def add_record_predicate(self, record_predicate, code=RECORD_PREDICATE_FALSE, message=MESSAGES[RECORD_PREDICATE_FALSE], modulus=1): """ Add a record predicate function. N.B., everything you can do with record predicates can...
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def event_handler(event_name): """ Decorator for designating a handler for an event type. ``event_name`` must be a string representing the name of the event type. The decorated function must accept a parameter: the body of the received event, which will be a Python object that can be encoded as a J...
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def _add_token(self, token, parent_node='root'): """add a token to this docgraph""" if parent_node == 'root': parent_node = self.root token_node_id = 'token:{}'.format(self.token_count) self.add_node(token_node_id, layers={self.ns, self.ns+':token'}, at...
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def parse_field_options(self, *options): """ Parse the field options query string and return it as a dictionary. """ defaults = {} for option in options: if isinstance(option, six.text_type): tokens = [token.strip() for token in option.split(self.view....
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def save_plain_image_as_file(self, filepath, format='png', quality=90): """Used for generating thumbnails. Does not include overlaid graphics. """ qimg = self.get_plain_image_as_widget() qimg.save(filepath, format=format, quality=quality)
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def aggregate(self, instance, owner): """Given an instance and a class, aggregate together some panglers. Walks every class in the MRO of the `owner` class, including `owner`, collecting panglers exposed as `self.attr_name`. The resulting pangler will be bound to the provided `instance`...
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def myself(self): """ Return a :class:`Context` referring to the current process. """ return self.context_class( router=self, context_id=mitogen.context_id, name='self', )
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def incoming_phone_numbers(self): """ Access the incoming_phone_numbers :returns: twilio.rest.api.v2010.account.incoming_phone_number.IncomingPhoneNumberList :rtype: twilio.rest.api.v2010.account.incoming_phone_number.IncomingPhoneNumberList """ if self._incoming_phone_n...
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def alarm_on_segfault(self, alarm): """Raise the specified alarm when the segmentation fault handler is executed. Sends a backtrace. :param AlarmType|list[AlarmType] alarm: Alarm. """ self.register_alarm(alarm) for alarm in listify(alarm): self._set('alarm-...
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def pic_totalremotedischarge_v1(self): """Update the receiver link sequence.""" flu = self.sequences.fluxes.fastaccess rec = self.sequences.receivers.fastaccess flu.totalremotedischarge = rec.q[0]
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def with_color_stripped(f): """ A function decorator for applying to `len` or imitators thereof that strips ANSI color sequences from a string before passing it on. If any color sequences are not followed by a reset sequence, an `UnterminatedColorError` is raised. """ @wraps(f) def colo...
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def color_conversion_function(start_type, target_type): """ Decorator to indicate a function that performs a conversion from one color space to another. This decorator will return the original function unmodified, however it will be registered in the _conversion_manager so it can be used to perform...
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def memoize(f): """ Decorator which caches function's return value each it is called. If called later with same arguments, the cached value is returned. """ cache = {} @wraps(f) def inner(arg): if arg not in cache: cache[arg] = f(arg) return cache[arg] return inn...
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def write_loom(self, filename: PathLike, write_obsm_varm: bool = False): """Write ``.loom``-formatted hdf5 file. Parameters ---------- filename The filename. """ from .readwrite.write import write_loom write_loom(filename, self, write_obsm_varm = writ...
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def AgregarCertificado(self, tipo_certificado_deposito=None, nro_certificado_deposito=None, peso_neto=None, cod_localidad_procedencia=None, cod_prov_procedencia=None, campania=None, fec...
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def create(cls, name, ncpus=None): """Create a Moap instance based on the predictor name. Parameters ---------- name : str Name of the predictor (eg. Xgboost, BayesianRidge, ...) ncpus : int, optional Number of threads. Default is the number spec...
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def parse_arguments( argv: Optional[Sequence[str]] = None) -> argparse.Namespace: """ Parse the command line arguments. Args: argv: If not ``None``, use the provided command line arguments for parsing. Otherwise, extract them automatically. Returns: The ...
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def cum_returns(returns, starting_value=0, out=None): """ Compute cumulative returns from simple returns. Parameters ---------- returns : pd.Series, np.ndarray, or pd.DataFrame Returns of the strategy as a percentage, noncumulative. - Time series with decimal returns. - Ex...
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def deploy(self): ''' Deploy salt-thin ''' self.shell.send( self.thin, os.path.join(self.thin_dir, 'salt-thin.tgz'), ) self.deploy_ext() return True
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def load(cls, database, doc_id): """Load a specific document from the given database. :param database: the `Database` object to retrieve the document from :param doc_id: the document ID :return: the `Document` instance, or `None` if no document with the given ID was fou...
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def verify_arguments(self, args=None, kwargs=None): """Ensures that the arguments specified match the signature of the real method. :raise: ``VerifyingDoubleError`` if the arguments do not match. """ args = self.args if args is None else args kwargs = self.kwargs if kwargs is N...
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def grid_reload_from_ids(oargrid_jobids): """Reload all running or pending jobs of Grid'5000 from their ids Args: oargrid_jobids (list): list of ``(site, oar_jobid)`` identifying the jobs on each site Returns: The list of python-grid5000 jobs retrieved """ gk = get_api_...
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def fill_notebook(work_notebook, script_blocks): """Writes the Jupyter notebook cells Parameters ---------- script_blocks : list Each list element should be a tuple of (label, content, lineno). """ for blabel, bcontent, lineno in script_blocks: if blabel == 'code': ...
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def validate( schema: GraphQLSchema, document_ast: DocumentNode, rules: Sequence[RuleType] = None, type_info: TypeInfo = None, ) -> List[GraphQLError]: """Implements the "Validation" section of the spec. Validation runs synchronously, returning a list of encountered errors, or an empty list...
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def pkcs7_unpad(data): """ Remove the padding bytes that were added at point of encryption. Implementation copied from pyaspora: https://github.com/mjnovice/pyaspora/blob/master/pyaspora/diaspora/protocol.py#L209 """ if isinstance(data, str): return data[0:-ord(data[-1])] else: ...
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def OnMacroToolbarToggle(self, event): """Macro toolbar toggle event handler""" self.main_window.macro_toolbar.SetGripperVisible(True) macro_toolbar_info = self.main_window._mgr.GetPane("macro_toolbar") self._toggle_pane(macro_toolbar_info) event.Skip()
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def edges(self, **kwargs): """Get the known catalog edges, formed between two resources. :param \*\*kwargs: The rest of the keyword arguments are passed to the _query function. :returns: A generating yielding Edges. :rtype: :class:`pypuppetdb.types.Edge` ...
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def _draw_tiles(self, x_offset, y_offset, bg): """Render all visible tiles a layer at a time.""" count = 0 for layer_name, c_filters, t_filters in self._get_features(): colour = (self._256_PALETTE[layer_name] if self._screen.colours >= 256 else self._16_PALETTE[...
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def compartments(self): """lists compartments the metabolites are in""" if self._compartments is None: self._compartments = {met.compartment for met in self._metabolites if met.compartment is not None} return self._compartments
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def remove(key, val, delimiter=DEFAULT_TARGET_DELIM): ''' .. versionadded:: 0.17.0 Remove a value from a list in the grains config file key The grain key to remove. val The value to remove. delimiter The key can be a nested dict key. Use this parameter to spec...
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def to_database(self, manager=None): """Send the model to the PyBEL database This function wraps :py:func:`pybel.to_database`. Parameters ---------- manager : Optional[pybel.manager.Manager] A PyBEL database manager. If none, first checks the PyBEL confi...
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def _add_modifiers(self, sql, blueprint, column): """ Add the column modifiers to the deifinition """ for modifier in self._modifiers: method = '_modify_%s' % modifier if hasattr(self, method): sql += getattr(self, method)(blueprint, column) ...
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def init_current_directory(): """Initialize and create dry config file(s) inside current directory""" settings_directory=project_path+'/.dry' settings_file=settings_directory+'/config.py' if os.path.isdir(settings_directory): # already initialized print("directory already initialized.") return # ...
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def _handle_decl_list(self, node, scope, ctxt, stream): """Handle For nodes :node: TODO :scope: TODO :ctxt: TODO :stream: TODO :returns: TODO """ self._dlog("handling decl list") # just handle each declaration for decl in node.decls: ...
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def heartbeat(self): """ Heartbeats update the job's entry in the database with a timestamp for the latest_heartbeat and allows for the job to be killed externally. This allows at the system level to monitor what is actually active. For instance, an old heartbeat for Sch...
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def vamp_1_score(K, C00_train, C0t_train, Ctt_train, C00_test, C0t_test, Ctt_test, k=None): """ Computes the VAMP-1 score of a kinetic model. Ranks the kinetic model described by the estimation of covariances C00, C0t and Ctt, defined by: :math:`C_{0t}^{train} = E_t[x_t x_{t+\tau}^T]` :ma...
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def cloud_cover_to_irradiance_clearsky_scaling(self, cloud_cover, method='linear', **kwargs): """ Estimates irradiance from cloud cover in the following steps: 1. Determine clear sky GHI using ...
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def _get_consent_id(self, requester, user_id, filtered_attr): """ Get a hashed id based on requester, user id and filtered attributes :type requester: str :type user_id: str :type filtered_attr: dict[str, str] :param requester: The calling requester :param user_...
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def encoder_vgg(x, enc_final_size, reuse=False, scope_prefix='', hparams=None, is_training=True): """VGG network to use as encoder without the top few layers. Can be pretrained. Args: x: The image to encode. In the range 0 to 1. enc_final_size: The desired size of the encoding. reuse...
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def context(self, context): """Sets the context that Selenium commands are running in using a `with` statement. The state of the context on the server is saved before entering the block, and restored upon exiting it. :param context: Context, may be one of the class properties ...
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def xml_import(self, xml_fname=None, xml_content=None, ns_mapping=None, embedded_predicate=None, id_and_revision_extractor=None, extract_empty_embedded=False, keep_attrs_in_created_refere...
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def add_interceptor(self, interceptor): """ Adds an interceptor for this map. Added interceptor will intercept operations and execute user defined methods. :param interceptor: (object), interceptor for the map which includes user defined methods. :return: (str),id of registered intercep...
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def kv_format_object(o, keys=None, separator=DEFAULT_SEPARATOR): """Formats an object's attributes. Useful for object representation implementation. Will skip methods or private attributes. For more details see :func:`kv_format`. :param o: Object to format. :param collections.Sequence ke...
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def pexpire_at(self, _time): """ Sets the expiration time of :prop:key_prefix to @_time @_time: absolute Unix timestamp (milliseconds since January 1, 1970) """ return self._client.pexpireat(self.key_prefix, round(_time))
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def get_application_choices(): """ Get the select options for the application selector :return: """ result = [] keys = set() for ct in ContentType.objects.order_by('app_label', 'model'): try: if issubclass(ct.model_class(), TranslatableModel) and ct.app_label not in keys...
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def locked_get(self): """Retrieve Credential from datastore. Returns: oauth2client.Credentials """ credentials = None if self._cache: json = self._cache.get(self._key_name) if json: credentials = client.Credentials.new_from_jso...
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def get_unaligned_lines(self): """get the lines that are not aligned""" sys.stderr.write("error unimplemented get_unaligned_lines\n") sys.exit() return [self._lines[x-1] for x in self._unaligned]
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def convert_array(array): """ Converts an ARRAY string stored in the database back into a Numpy array. Parameters ---------- array: ARRAY The array object to be converted back into a Numpy array. Returns ------- array The converted Numpy array. """ out = io...
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def format_dapi_score(cls, meta, offset): '''Format the line with DAPI user rating and number of votes''' if 'average_rank' and 'rank_count' in meta: label = (cls._nice_strings['average_rank'] + ':').ljust(offset + 2) score = cls._format_field(meta['average_rank']) vo...
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def getSNPSetsList() : """Return the names of all imported snp sets""" import rabaDB.filters as rfilt f = rfilt.RabaQuery(SNPMaster) names = [] for g in f.iterRun() : names.append(g.setName) return names
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def not_equal(lhs, rhs): """Returns the result of element-wise **not equal to** (!=) comparison operation with broadcasting. For each element in input arrays, return 1(true) if corresponding elements are different, otherwise return 0(false). Equivalent to ``lhs != rhs`` and ``mx.nd.broadcast_not_e...
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def write(self, s): """ Write wrapper. Parameters ---------- s : bytes Bytes to write """ try: return self.handle.write(s) except OSError: print() print("Piksi disconnected") print() ra...
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def channels_leave(self, room_id, **kwargs): """Causes the callee to be removed from the channel.""" return self.__call_api_post('channels.leave', roomId=room_id, kwargs=kwargs)
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def write_config(config, app_dir, filename='configuration.json'): """Write configuration to the applicaiton directory.""" path = os.path.join(app_dir, filename) with open(path, 'w') as f: json.dump( config, f, indent=4, cls=DetectMissingEncoder, separators=(',', ': '))
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def process_non_raw_string_token(self, prefix, string_body, start_row): ''' check for bad escapes in a non-raw string. prefix: lowercase string of eg 'ur' string prefix markers. string_body: the un-parsed body of the string, not including the quote marks. start_row: inte...
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def face_adjacency_angles(self): """ Return the angle between adjacent faces Returns -------- adjacency_angle : (n,) float Angle between adjacent faces Each value corresponds with self.face_adjacency """ pairs = self.face_normals[self.face_adj...
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def io_check(*args, func=None): """Check if arguments are file-like object.""" func = func or inspect.stack()[2][3] for var in args: if not isinstance(var, io.IOBase): name = type(var).__name__ raise IOObjError( f'Function {func} expected file-like object, {na...
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def _image_summary(self, tf_name, images, step=None): """ Log a list of images. References: https://github.com/yunjey/pytorch-tutorial/blob/master/tutorials/04-utils/tensorboard/logger.py#L22 Example: >>> tf_name = 'foo' >>> value = ([0, 1, 2, 3, 4, ...
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def _CreateDictReader(self, line_reader): """Returns a reader that processes each row and yields dictionaries. csv.DictReader does this job well for single-character delimiters; parsers that need multi-character delimiters need to override this method. Args: line_reader (iter): yields lines from...
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def error(self, msg): """Callback run when a recoverable parsing error occurs""" self._error = True self._progress.printMsg('XML parse error: %s' % msg, error=True)
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def about(self): """Create About Spyder dialog with general information.""" versions = get_versions() # Show Git revision for development version revlink = '' if versions['revision']: rev = versions['revision'] revlink = " (<a href='https://github.c...
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def flattening(self,R,z): """ NAME: flattening PURPOSE: calculate the potential flattening, defined as sqrt(fabs(z/R F_R/F_z)) INPUT: R - Galactocentric radius (can be Quantity) z - height ...
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def on_edit(request, page_name): """Edit the current revision of a page.""" change_note = error = "" revision = ( Revision.query.filter( (Page.name == page_name) & (Page.page_id == Revision.page_id) ) .order_by(Revision.revision_id.desc()) .first() ) if re...
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