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def create_session(self, **params): """ Create the session date format: YYYY-MM-DDThh:mm location: ISO code """ required_keys = ('market', 'currency', 'locale', 'pickupplace', 'dropoffplace', 'pickupdatetime', 'dropoffdatetime', ...
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def to_html(graph: BELGraph, chart: Optional[str] = None) -> str: """Render the graph as an HTML string. Common usage may involve writing to a file like: >>> from pybel.examples import sialic_acid_graph >>> with open('ideogram_output.html', 'w') as file: ... print(to_html(sialic_acid_graph), f...
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def get_visible_elements(self, locator, params=None, timeout=None): """ Get elements both present AND visible in the DOM. If timeout is 0 (zero) return WebElement instance or None, else we wait and retry for timeout and raise TimeoutException should the element not be found. :p...
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def _longest_common_subsequence(x, y): """ Return the longest common subsequence between two sequences. Parameters ---------- x, y : sequence Returns ------- sequence Longest common subsequence of x and y. Examples -------- >>> _longest_common_subsequence("AGGTAB",...
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def _check_for_answers(self, pk): """ Callback called for every packet received to check if we are waiting for an answer on this port. If so, then cancel the retry timer. """ longest_match = () if len(self._answer_patterns) > 0: data = (pk.header,) + t...
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def _store(self, lines, buffer=None, store='source'): """Store one or more lines of input. If input lines are not newline-terminated, a newline is automatically appended.""" if buffer is None: buffer = self._buffer if lines.endswith('\n'): ...
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def GetNumberOfRows(self, table_name): """Retrieves the number of rows in the table. Args: table_name (str): name of the table. Returns: int: number of rows. Raises: IOError: if the file-like object has not been opened. OSError: if the file-like object has not been opened. ...
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def env(key, default): """ Helper to try to get a setting from the environment, or pyconfig, or finally use a provided default. """ value = os.environ.get(key, None) if value is not None: log.info(' %s = %r', key.lower().replace('_', '.'), value) return value key = key.l...
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def get_task(client, task_id): ''' Gets task information for the given ID ''' endpoint = '/'.join([client.api.Endpoints.TASKS, str(task_id)]) response = client.authenticated_request(endpoint) return response.json()
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def Gamma(theta: vertex_constructor_param_types, k: vertex_constructor_param_types, label: Optional[str]=None) -> Vertex: """ One to one constructor for mapping some shape of theta and k to matching shaped gamma. :param theta: the theta (scale) of the Gamma with either the same shape as specified for t...
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def complex_exists(self, complex: str) -> bool: """ Shortcut to check if complex exists in our database. """ try: self.check_complex(complex) except exceptions.RumetrComplexNotFound: return False return True
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def sub(self): ''' :param fields: Set fields to substitute :returns: Substituted Template with given fields. If no fields were set up beforehand, :func:`raw` is used. ''' if self.__fields: return _Template(self.raw).substitute(self...
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def reverse_id(self): """Generate the id of reverse_variable from the reaction's id.""" return '_'.join((self.id, 'reverse', hashlib.md5( self.id.encode('utf-8')).hexdigest()[0:5]))
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def set_itunes_explicit(self): """Parses explicit from itunes tags and sets value""" try: self.itunes_explicit = self.soup.find('itunes:explicit').string self.itunes_explicit = self.itunes_explicit.lower() except AttributeError: self.itunes_explicit = None
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def follower_num(self): """获取追随者数量,就是关注此人的人数. :return: 追随者数量 :rtype: int """ if self.url is None: return 0 else: number = int(self.soup.find( 'div', class_='zm-profile-side-following zg-clear').find_all( 'a')[1].str...
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def ingest(self, co, classname=None, code_objects={}, show_asm=None): """ Pick out tokens from an uncompyle6 code object, and transform them, returning a list of uncompyle6 Token's. The transformations are made to assist the deparsing grammar. Specificially: - variou...
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def after_connect(self): """Execute after connect.""" # TODO: check if this works. show_users = self.device.send("show users", timeout=120) result = re.search(pattern_manager.pattern(self.platform, 'connected_locally'), show_users) if result: self.log('Locally connect...
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def kill_dashboard(self, check_alive=True): """Kill the dashboard. Args: check_alive (bool): Raise an exception if the process was already dead. """ self._kill_process_type( ray_constants.PROCESS_TYPE_DASHBOARD, check_alive=check_alive)
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def types(self): """ Tuple containing types transformed by this transformer. """ out = [] if self._transform_bytes: out.append(bytes) if self._transform_str: out.append(str) return tuple(out)
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def satisfies(guard): """Returns the current token if it satisfies the guard function provided. Fails otherwise. This is the a generalisation of one_of. """ i = peek() if (i is EndOfFile) or (not guard(i)): fail(["<satisfies predicate " + _fun_to_str(guard) + ">"]) next() re...
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def sql(self, stmt, parameters=None, bulk_parameters=None): """ Execute SQL stmt against the crate server. """ if stmt is None: return None data = _create_sql_payload(stmt, parameters, bulk_parameters) logger.debug( 'Sending request to %s with pay...
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def on_demand_annotation(twitter_app_key, twitter_app_secret, user_twitter_id): """ A service that leverages twitter lists for on-demand annotation of popular users. TODO: Do this. """ ##################################################################################################################...
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def form_uri(item_content, item_class): """Form the URI for a music service element. :param item_content: The content dict of the item :type item_content: dict :param item_class: The class of the item :type item_class: Sub-class of :py:class:`soco.data_structures.Mus...
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def qax(mt, x, q, m=1): """ geometrica """ q = float(q) j = (mt.i - q) / (1 + q) mtj = Actuarial(nt=mt.nt, i=j) return ax(mtj, x, m)
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def prepare(query, params): """ For every match of the form ":param_name", call marshal on kwargs['param_name'] and replace that section of the query with the result """ def repl(match): name = match.group(1)[1:] if name in params: return marshal(params[name]) ...
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def encrypt(self, key=None, iv="", cek="", **kwargs): """ Produces a JWE as defined in RFC7516 using an Elliptic curve key :param key: *Not used>, only there to present the same API as JWE_RSA and JWE_SYM :param iv: Initialization vector :param cek: Content master ke...
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def getFingerprintsForExpressions(self, body, sparsity=1.0): """Bulk resolution of expressions Args: body, ExpressionOperation: The JSON encoded expression to be evaluated (required) sparsity, float: Sparsify the resulting expression to this percentage (optional) Returns:...
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def get_primary_key(self, table): """Retrieve the column which is the primary key for a table.""" for column in self.get_schema(table): if len(column) > 3 and 'pri' in column[3].lower(): return column[0]
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def initialize_acceptance_criteria(**kwargs): ''' initialize acceptance criteria with NULL values for thellier_gui and demag_gui acceptance criteria format is doctionaries: acceptance_criteria={} acceptance_criteria[crit]={} acceptance_criteria[crit]['category']= accept...
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def add_query(self, sql, auto_begin=True, bindings=None, abridge_sql_log=False): """Add a query to the current transaction. A thin wrapper around ConnectionManager.add_query. :param str sql: The SQL query to add :param bool auto_begin: If set and there is no transactio...
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def _read_dict(self, data_dict, layer=None, source=None): """Load a dictionary into the ConfigTree. If the dict contains nested dicts then the values will be added recursively. See module docstring for example code. Parameters ---------- data_dict : dict source data ...
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def check_bucket_exists(self, bucket: str) -> bool: """ Checks if bucket with specified name exists. :param bucket: the bucket to be checked. :return: true if specified bucket exists. """ bucket_obj = self.gcp_client.bucket(bucket) # type: Bucket return bucket_ob...
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def phonetic(s, method, concat=True, encoding='utf-8', decode_error='strict'): """Convert names or strings into phonetic codes. The implemented algorithms are `soundex <https://en.wikipedia.org/wiki/Soundex>`_, `nysiis <https://en.wikipedia.org/wiki/New_York_State_Identification_and_ Intelligence_S...
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def get_id_fields(self): """ Called to return a list of fields consisting of, at minimum, the PK field name. The output of this method is used to construct a Prefetch object with a .only() queryset when this field is not being sideloaded but we need to return a list of ID...
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def _checkForOrphanedModels (self): """If there are any models that haven't been updated in a while, consider them dead, and mark them as hidden in our resultsDB. We also change the paramsHash and particleHash of orphaned models so that we can re-generate that particle and/or model again if we desire. ...
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def register_laser_hooks(self, hook_type: str, hook: Callable): """registers the hook with this Laser VM""" if hook_type == "add_world_state": self._add_world_state_hooks.append(hook) elif hook_type == "execute_state": self._execute_state_hooks.append(hook) elif h...
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def donotify(nick, rest): "notify <nick> <message>" opts = rest.split(' ') to = opts[0] Notify.store.notify(nick, to, ' '.join(opts[1:])) return "Will do!"
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def write_debug_log(self, file_path): """ Write the debug log to a file """ with open(file_path, "wb+") as fh: fh.write(system.get_system_info().encode('utf-8')) # writing to debug stream self._debug_stream.seek(0) fh.write(self._debug_stream.read().encode...
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def upload_token( self, bucket, key=None, expires=3600, policy=None, strict_policy=True): """生成上传凭证 Args: bucket: 上传的空间名 key: 上传的文件名,默认为空 expires: 上传凭证的过期时间,默认为3600s policy: 上传策...
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def _set_next_hop_mpls(self, v, load=False): """ Setter method for next_hop_mpls, mapped from YANG variable /routing_system/router/router_bgp/address_family/ipv4/ipv4_unicast/default_vrf/next_hop_mpls (container) If this variable is read-only (config: false) in the source YANG file, then _set_next_hop_m...
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def get_wigner_seitz_cell(self) -> List[List[np.ndarray]]: """ Returns the Wigner-Seitz cell for the given lattice. Returns: A list of list of coordinates. Each element in the list is a "facet" of the boundary of the Wigner Seitz cell. For instance, a list of...
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def write(self, valuedict): """Returns the lines that this template line should add to the input file.""" if self.identifier in valuedict: value = valuedict[self.identifier] elif self.default is not None: value = self.default elif self.fromtag is not None and self...
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def chi_square_distance(point1, point2): """! @brief Calculate Chi square distance between two vectors. \f[ dist(a, b) = \sum_{i=0}^{N}\frac{\left ( a_{i} - b_{i} \right )^{2}}{\left | a_{i} \right | + \left | b_{i} \right |}; \f] @param[in] point1 (array_like): The first vector. ...
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def read_detail(self, request): """ Implements the Read Detail (read an object) maps to GET /api/objects/:id/ in rest semantics :param request: rip.Request :return: rip.Response """ pipeline = crud_pipeline_factory.read_detail_pipeline( configuration=...
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def collect_results(rule, max_results=500, result_stream_args=None): """ Utility function to quickly get a list of tweets from a ``ResultStream`` without keeping the object around. Requires your args to be configured prior to using. Args: rule (str): valid powertrack rule for your account, ...
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def _construct_permission(self, function, source_arn=None, source_account=None, suffix="", event_source_token=None): """Constructs the Lambda Permission resource allowing the source service to invoke the function this event source triggers. :returns: the permission resource :rtype: mode...
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def assessModel(self, target: str, prediction: str, nominal: bool = True, event: str = '', **kwargs): """ This method will calculate assessment measures using the SAS AA_Model_Eval Macro used for SAS Enterprise Miner. Not all datasets can be assessed. This is designed for scored data that includ...
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def sampling_query(sql, fields=None, count=5, sampling=None): """Returns a sampling query for the SQL object. Args: sql: the SQL object to sample fields: an optional list of field names to retrieve. count: an optional count of rows to retrieve which is used if a specific sampling is...
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def information_content(self): """Return the total information content of the motif. Return ------ ic : float Motif information content. """ ic = 0 for row in self.pwm: ic += 2.0 + np.sum([row[x] * log(row[x])/log(2) for x in range(4) if r...
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def canFetchMore(self, parentIndex): """ Returns true if there is more data available for parent; otherwise returns false. """ parentItem = self.getItem(parentIndex) if not parentItem: return False return parentItem.canFetchChildren()
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def ints(l, ifilter=lambda x: x, idescr=None): """ Parses a comma-separated list of ints. """ if isinstance(l, string_types): if l[0] == '[' and l[-1] == ']': l = l[1:-1] l = list(map(lambda x: x.strip(), l.split(','))) try: l = list(map(ifilter, list(map(int, l)))) e...
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def add_column(self, table, name='ID', data_type='int(11)', after_col=None, null=False, primary_key=False): """Add a column to an existing table.""" location = 'AFTER {0}'.format(after_col) if after_col else 'FIRST' null_ = 'NULL' if null else 'NOT NULL' comment = "COMMENT 'Column auto c...
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def closest(xarr, val): """ Return the index of the closest in xarr to value val """ idx_closest = np.argmin(np.abs(np.array(xarr) - val)) return idx_closest
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def _find_usage_api_keys(self): """ Find usage on API Keys. Update `self.limits`. """ logger.debug('Finding usage for API Keys') key_count = 0 paginator = self.conn.get_paginator('get_api_keys') for resp in paginator.paginate(): key_count += le...
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def set_data_type(self, data_type): """Set the data type for ths data point The data type is actually associated with the stream itself and should not (generally) vary on a point-per-point basis. That being said, if creating a new stream by writing a datapoint, it may be beneficial to ...
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def get_keys(self, bucket, timeout=None): """ Lists all keys within a bucket. """ msg_code = riak.pb.messages.MSG_CODE_LIST_KEYS_REQ codec = self._get_codec(msg_code) stream = self.stream_keys(bucket, timeout=timeout) return codec.decode_get_keys(stream)
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def _find_weektime(datetime, time_type='min'): """ Finds the minutes/seconds aways from midnight between Sunday and Monday. Parameters ---------- datetime : datetime The date and time that needs to be converted. time_type : 'min' or 'sec' States whether the time difference shoul...
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def get_ioos_def(self, ident, elem_type, ont): """Gets a definition given an identifier and where to search for it""" if elem_type == "identifier": getter_fn = self.system.get_identifiers_by_name elif elem_type == "classifier": getter_fn = self.system.get_classifiers_by_n...
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def info(self, verbose=None, buf=None, max_cols=None, memory_usage=None, null_counts=None): """ Print a concise summary of a DataFrame. This method prints information about a DataFrame including the index dtype and column dtypes, non-null values and memory usage. P...
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def show_window_option(self, option, g=False): """ Return a list of options for the window. todo: test and return True/False for on/off string Parameters ---------- option : str g : bool, optional Pass ``-g`` flag, global. Default False. Ret...
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def to_df(self): '''Conversion method to Pandas DataFrame. To be attached to ResultDict. Returns ------- main_effect, inter_effect: tuple A tuple of DataFrames for main effects and interaction effects. The second element (for interactions) will be `None` if not available. ''' na...
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def _process_args(args, kwargs, prefer_local=True, recurse=True): """Select local or remote execution and prepare arguments accordingly. Assumes any remote args have already been moved to a common engine. Local execution will be chosen if: - all args are ordinary objects or Remote instances on the loca...
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def _all(cls, verb): """ A verb """ groups = set(_get_groups(verb)) return [col for col in verb.data if col not in groups]
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def pipe(engine, format, data, renderer=None, formatter=None, quiet=False): """Return ``data`` piped through Graphviz ``engine`` into ``format``. Args: engine: The layout commmand used for rendering (``'dot'``, ``'neato'``, ...). format: The output format used for rendering (``'pdf'``, ``'png'`...
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def commandfactory(cmdline, mode='global'): """ parses `cmdline` and constructs a :class:`Command`. :param cmdline: command line to interpret :type cmdline: str :param mode: mode identifier :type mode: str """ # split commandname and parameters if not cmdline: return None ...
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def to_unicode(text, charset=None): """Convert a `str` object to an `unicode` object. If `charset` is given, we simply assume that encoding for the text, but we'll use the "replace" mode so that the decoding will always succeed. If `charset` is ''not'' specified, we'll make some guesses, first trying the UTF-8 e...
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def is_username_valid(username): """ Check if a valid username. valid: oracle bill-gates steve.jobs micro_soft not valid Bill Gates - no space allowed me@yo.com - @ is not a valid character :param username: string :return: """ pattern = re....
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def on_select_mean_type_box(self, event): """ set parent Zeq_GUI to reflect change in this box and change the @param: event -> the wx.ComboBoxEvent that triggered this function """ new_mean_type = self.mean_type_box.GetValue() if new_mean_type == "None": self....
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def getEmpTraitCovar(self): """ Returns the empirical trait covariance matrix """ if self.P==1: out=self.Y[self.Iok].var() else: out=SP.cov(self.Y[self.Iok].T) return out
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def get_local_dist_packages_dir(): """ Attempts to work around virtualenvs and find the system dist_pacakges. Essentially this is implmenented as a lookuptable """ import utool as ut if not ut.in_virtual_env(): # Non venv case return get_site_packages_dir() else: cand...
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def genes_by_alias(hgnc_genes): """Return a dictionary with hgnc symbols as keys Value of the dictionaries are information about the hgnc ids for a symbol. If the symbol is primary for a gene then 'true_id' will exist. A list of hgnc ids that the symbol points to is in ids. Args: hgnc_gene...
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def targets_format(self, value): """ Setter for **self.__targets_format** attribute. :param value: Attribute value. :type value: unicode """ if value is not None: assert type(value) is unicode, "'{0}' attribute: '{1}' type is not 'unicode'!".format( ...
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def extract_code(obj, compile_mode): """ Generic function for converting objects into instances of `CodeType`. """ try: code = obj.__code__ if isinstance(code, CodeType): return code raise ValueError( "{obj} has a `__code__` attribute, " "but i...
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def _get_pooling_layers(self, start_node_id, end_node_id): """Given two node IDs, return all the pooling layers between them.""" layer_list = [] node_list = [start_node_id] assert self._depth_first_search(end_node_id, layer_list, node_list) ret = [] for layer_id in layer_...
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def es_query_proto(path, selects, wheres, schema): """ RETURN TEMPLATE AND PATH-TO-FILTER AS A 2-TUPLE :param path: THE NESTED PATH (NOT INCLUDING TABLE NAME) :param wheres: MAP FROM path TO LIST OF WHERE CONDITIONS :return: (es_query, filters_map) TUPLE """ output = None last_where = MA...
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def compose_projects_json(projects, data): """ Compose projects.json with all data sources :param projects: projects.json :param data: eclipse JSON :return: projects.json with all data sources """ projects = compose_git(projects, data) projects = compose_mailing_lists(projects, data) pr...
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def log_call(self, cmd, callwith=subprocess.check_call, log_level=logging.DEBUG, **kw): """Wrap a subprocess call with logging :param meth: the calling method to use. """ logger.log(log_level, "%s> call %r", self.cwd, cmd) ret = callwith(cmd, **kw) if cal...
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def start_log(level=logging.DEBUG, filename=None): """start the logger for the run Parameters ---------- level : int, optional logging.DEBUG, logging.INFO etc. for the log level (between 0-50). filename : str, optional name of the filename to save the log to or None (default) to...
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def set(self, val): """ set value of this param """ assert not self.__isReadOnly, \ ("This parameter(%s) was locked" " and now it can not be changed" % self.name) assert self.replacedWith is None, \ ("This param was replaced with new one and t...
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def connect_edges(graph): """ Given a Graph element containing abstract edges compute edge segments directly connecting the source and target nodes. This operation just uses internal HoloViews operations and will be a lot slower than the pandas equivalent. """ paths = [] for start, end ...
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def get_mean_and_stddevs(self, sites, rup, dists, imt, stddev_types): """ See :meth:`superclass method <.base.GroundShakingIntensityModel.get_mean_and_stddevs>` for spec of input and result values. """ assert all(stddev_type in self.DEFINED_FOR_STANDARD_DEVIATION_TYPES ...
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def get_temp_url(self, container, obj, seconds, method="GET", key=None, cached=True): """ Given a storage object in a container, returns a URL that can be used to access that object. The URL will expire after `seconds` seconds. The only methods supported are GET and PUT. Any...
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def push(self, refspec=None, progress=None, **kwargs): """Push changes from source branch in refspec to target branch in refspec. :param refspec: see 'fetch' method :param progress: Can take one of many value types: * None to discard progress information * A...
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def _get_settings_file(self, imu_settings_file): """ Internal. Logic to check for a system wide RTIMU ini file. This is copied to the home folder if one is not already found there. """ ini_file = '%s.ini' % imu_settings_file home_dir = pwd.getpwuid(os.getuid())[5] ...
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def _Fierz_to_JMS_III_IV_V(Fqqqq, qqqq): """From 4-quark Fierz to JMS basis for Classes III, IV and V. `qqqq` should be of the form 'sbuc', 'sdcc', 'ucuu' etc.""" F = Fqqqq.copy() #case dduu classIII = ['sbuc', 'sbcu', 'dbuc', 'dbcu', 'dsuc', 'dscu'] classVdduu = ['sbuu' , 'dbuu', 'dsuu', 'sbcc'...
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def execute_concurrent_with_args(session, statement, parameters, *args, **kwargs): """ Like :meth:`~cassandra.concurrent.execute_concurrent()`, but takes a single statement and a sequence of parameters. Each item in ``parameters`` should be a sequence or :const:`None`. Example usage:: sta...
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def get_list_url_filtered_by_field_value(view, model, name, reverse=False): """Get the URL if a filter of model[name] value was appended. This allows programatically adding filters. This is used in the specialized case of filtering deeper into a list by a field's value. For instance, since there can b...
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def extendMarkdown(self, md, md_globals): """ Every extension requires a extendMarkdown method to tell the markdown renderer how use the extension. """ md.registerExtension(self) for processor in (self.preprocessors or []): md.preprocessors.add(processor.__na...
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def _get_mps_od_net(input_image_shape, batch_size, output_size, anchors, config, weights={}): """ Initializes an MpsGraphAPI for object detection. """ network = _MpsGraphAPI(network_id=_MpsGraphNetworkType.kODGraphNet) c_in, h_in, w_in = input_image_shape c_out = output_siz...
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def post(self, request, pk=None): """ Handles POST requests. """ self.top_level_forum = get_object_or_404(Forum, pk=pk) if pk else None return self.mark_as_read(request, pk)
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def project_to_image(self, point_cloud, round_px=True): """Projects a point cloud onto the camera image plane and creates a depth image. Zero depth means no point projected into the camera at that pixel location (i.e. infinite depth). Parameters ---------- point_cloud : ...
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def get_urlpatterns(self): """ Returns the URL patterns managed by the considered factory / application. """ return [ url(r'', include(self.forum_urlpatterns_factory.urlpatterns)), url(r'', include(self.conversation_urlpatterns_factory.urlpatterns)), url(_(r'^feeds/')...
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def search(name, official=False, trusted=False): ''' Searches the registry for an image name Search keyword official : False Limit results to official builds trusted : False Limit results to `trusted builds`_ **RETURN DATA** A dictionary with each key being the n...
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async def get_pypi_version(self): """Get version published to PyPi.""" self._version_data["beta"] = self.beta self._version_data["source"] = "PyPi" info_version = None last_release = None try: async with async_timeout.timeout(5, loop=self.loop): ...
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def check_node_attributes(pattern, node, *attributes): """ Searches match in attributes against given pattern and if finds the match against any of them returns True. """ for attribute_name in attributes: attribute = node.get(attribute_name) if attribute is not None and pattern.searc...
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def retrieve(self, request, *args, **kwargs): """ Optional `field` query parameter (can be list) allows to limit what fields are returned. For example, given request /api/projects/<uuid>/?field=uuid&field=name you get response like this: .. code-block:: javascript { ...
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def callback(self, username, request): """ Having :username: return user's identifiers or None. """ credentials = self._get_credentials(request) if credentials: username, api_key = credentials if self.check: return self.check(username, api_key, request)
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def query(self, table_name, hash_key_value, range_key_conditions=None, attributes_to_get=None, limit=None, consistent_read=False, scan_index_forward=True, exclusive_start_key=None, object_hook=None): """ Perform a query of DynamoDB. This version is currently pu...
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def pdfdump(self, filename=None, **kargs): """pdfdump(filename=None, layer_shift=0, rebuild=1) Creates a PDF file describing a packet. If filename is not provided a temporary file is created and xpdf is called.""" canvas = self.canvas_dump(**kargs) if filename is None: fname ...
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def open(self, options): """ Open and include the refrenced schema. @param options: An options dictionary. @type options: L{options.Options} @return: The referenced schema. @rtype: L{Schema} """ if self.opened: return self.opened = True...
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