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def smart_unicode(string, encoding='utf-8', strings_only=False, errors='strict'): """ Returns a unicode object representing 's'. Treats bytestrings using the 'encoding' codec. If strings_only is True, don't convert (some) non-string-like objects. """ # if isinstance(s, Promise): # # The...
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def set_proxy(self, proxy_account, account=None, **kwargs): """ Set a specific proxy for account :param bitshares.account.Account proxy_account: Account to be proxied :param str account: (optional) the account to allow access to (defaults to ``default...
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def password_input(*args, **kwargs): ''' Get a password ''' password_input = wtforms.PasswordField(*args, **kwargs) password_input.input_type = 'password' return password_input
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def matches(self, *args, **kwargs): """Test if a request matches a :ref:`message spec <message spec>`. Returns ``True`` or ``False``. """ request = make_prototype_request(*args, **kwargs) if self._prototype.opcode not in (None, request.opcode): return False i...
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def namespace_lower(self, namespace): """ Return a copy with only the keys from a given namespace, lower-cased. The keys in the returned dict will be transformed to lower case after filtering, so they can be easily passed as keyword arguments to other functions. This is just syn...
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def _update_event(self, event_index, event_state, event_type, event_value, proc_list, proc_desc, peak_time): """Update an event in the list""" if event_state == "OK" or event_state == "CAREFUL": # Reset the automatic process sort key self.reset_process_sort(...
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def highlight(self, **kwargs): """ kwargs: style: css highlight_time: int; default: .3 """ self.debug_log("Highlighting element") style = kwargs.get('style') highlight_time = kwargs.get('highlight_time', .3) driver = self._el...
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def _move_group_helper(self, group): """A helper to move the chidren of a group.""" for i in group.children: self.groups.remove(i) i.level = group.level + 1 self.groups.insert(self.groups.index(group) + 1, i) if i.children: self._move_grou...
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def profileit(path=None): """cProfile decorator to profile a function :param path: output file path :type path: str :return: Function """ def inner(func): @wraps(func) def wrapper(*args, **kwargs): prof = cProfile.Profile() retval = prof.runcall(func, *a...
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def unfinished_objects(self): ''' Leaves only versions of those objects that has some version with `_end == None` or with `_end > right cutoff`. ''' mask = self._end_isnull if self._rbound is not None: mask = mask | (self._end > self._rbound) oids = se...
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def tag_and_stem(text): """ Returns a list of (stem, tag, token) triples: - stem: the word's uninflected form - tag: the word's part of speech - token: the original word, so we can reconstruct it later """ tokens = tokenize(text) tagged = nltk.pos_tag(tokens) out = [] for token,...
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def get_from_ident(self, ident): """ Take a string as returned by get_ident and return a job, based on the class representation and the job's pk from the ident """ model_repr, job_pk = ident.split(':', 1) klass = import_class(model_repr) return klass.get(job_pk)
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def split(self, delimiter=None): """Same as string.split(), but retains literal/expandable structure. Returns: List of `EscapedString`. """ result = [] strings = self.strings[:] current = None while strings: is_literal, value = strings[0]...
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def index(self, index, field, value): "Search for records matching a value in an index service" params = { "q": value, # search index has '_' instead of '-' in field names .. "q.options": "{fields:['%s']}" % (field.replace('-', '_')) } response = self...
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def start(self): """Indicate that we are performing work in a thread. :returns: multiprocessing job object """ if self.run is True: self.job = multiprocessing.Process(target=self.indicator) self.job.start() return self.job
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def to_redshift(self, name, df, drop_if_exists=False, chunk_size=10000, AWS_ACCESS_KEY=None, AWS_SECRET_KEY=None, s3=None, print_sql=False, bucket_location=None, s3_bucket=None): """ Upload a dataframe to redshift via s3. Parameters ---------- ...
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def _update_table(data): """Add new jobs to the priority table and update the build system if required. data - it is a list of dictionaries that describe a job type returns the number of new, failed and updated jobs """ jp_index, priority, expiration_date = _initialize_values() total_jobs = le...
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def _query(self, sql, *args): """ Executes the specified `sql` query and returns the cursor """ if not self._con: logger.debug(("Open MBTiles file '%s'") % self.filename) self._con = sqlite3.connect(self.filename) self._cur = self._con.cursor() sql = ' '.join(sql.split())...
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def delete(self, article_attachment): """ This function completely wipes attachment from Zendesk Helpdesk article. :param article_attachment: :class:`ArticleAttachment` object or numeric article attachment id. :return: status_code == 204 on success """ return HelpdeskAtt...
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def register(class_=None, **kwargs): """Registers a dataset with segment specific hyperparameters. When passing keyword arguments to `register`, they are checked to be valid keyword arguments for the registered Dataset class constructor and are saved in the registry. Registered keyword arguments can be...
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def get_as_html(self) -> str: """ Returns the table object as an HTML string. :return: HTML representation of the table. """ table_string = self._get_pretty_table().get_html_string() title = ('{:^' + str(len(table_string.splitlines()[0])) + '}').format(self.title) ...
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def logoPNG(symbol, token='', version=''): '''This is a helper function, but the google APIs url is standardized. https://iexcloud.io/docs/api/#logo 8am UTC daily Args: symbol (string); Ticker to request token (string); Access token version (string); API version Returns: ...
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def get_instance_health(name, region=None, key=None, keyid=None, profile=None, instances=None): ''' Get a list of instances and their health state CLI example: .. code-block:: bash salt myminion boto_elb.get_instance_health myelb salt myminion boto_elb.get_instance_health myelb region...
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def add_indicator(self, indicator_data): """Add an indicator to Batch Job. .. code-block:: javascript { "type": "File", "rating": 5.00, "confidence": 50, "summary": "53c3609411c83f363e051d455ade78a7 ...
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def format_file_path(filepath): """Formats a path as absolute and with the correct platform separator.""" try: is_windows_network_mount = WINDOWS_NETWORK_MOUNT_PATTERN.match(filepath) filepath = os.path.realpath(os.path.abspath(filepath)) filepath = re.sub(BACKSLASH_REPLACE_PATTERN, '/'...
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def check_signature(self, timestamp, nonce, signature): """ 根据时间戳和生成签名的字符串 (nonce) 检查签名。 :param timestamp: 时间戳 :param nonce: 生成签名的随机字符串 :param signature: 要检查的签名 :return: 如果签名合法将返回 ``True``,不合法将返回 ``False`` """ return check_signature( self.conf...
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def DeleteUserDefinedFunction(self, udf_link, options=None): """Deletes a user defined function. :param str udf_link: The link to the user defined function. :param dict options: The request options for the request. :return: The deleted UDF. :...
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def slot_add_nio_binding(self, slot_number, port_number, nio): """ Adds a slot NIO binding. :param slot_number: slot number :param port_number: port number :param nio: NIO instance to add to the slot/port """ try: adapter = self._slots[slot_number] ...
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def update_parameters(parameters, grads, learning_rate=1.2): """ Updates parameters using the gradient descent update rule given above Arguments: parameters -- python dictionary containing your parameters grads -- python dictionary containing your gradients Returns: parameters -- python di...
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def remove_history(self, i=None): """ Remove a history item from the bundle by index. You can toggle whether history is recorded using * :meth:`enable_history` * :meth:`disable_history` :parameter int i: integer for indexing (can be positive or nega...
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def get_line_number(line_map, offset): """Find a line number, given a line map and a character offset.""" for lineno, line_offset in enumerate(line_map, start=1): if line_offset > offset: return lineno return -1
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def plot(self, resolution_constant_regions=20, resolution_smooth_regions=200): """ Return arrays x, y for plotting the piecewise constant function. Just the minimum number of straight lines are returned if ``eps=0``, otherwise `resolution_constant_regions` plott...
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def expand_gallery(generator, metadata): """ Expand a gallery tag to include all of the files in a specific directory under IMAGE_PATH :param pelican: The pelican instance :return: None """ if "gallery" not in metadata or metadata['gallery'] is None: return # If no gallery specified, we do...
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def source_from_cache(path): """Given the path to a .pyc. file, return the path to its .py file. The .pyc file does not need to exist; this simply returns the path to the .py file calculated to correspond to the .pyc file. If path does not conform to PEP 3147/488 format, ValueError will be raised. If ...
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def visit(spht, node): """Append opening tags to document body list. :param sphinx.writers.html.SmartyPantsHTMLTranslator spht: Object to modify. :param sphinxcontrib.imgur.nodes.ImgurJavaScriptNode node: This class' instance. """ html_attrs_bq = {'async': '', 'src': '//s.imgur....
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def name(anon, obj, field, val): """ Generates a random full name (using first name and last name) """ return anon.faker.name(field=field)
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def removeSpacePadding(str, blocksize=AES_blocksize): 'Remove padding with spaces' pad_len = 0 for char in str[::-1]: # str[::-1] reverses string if char == ' ': pad_len += 1 else: break str = str[:-pad_len] return str
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def fw_policy_create(self, data, fw_name=None, cache=False): """Top level policy create routine. """ LOG.debug("FW Policy Debug") self._fw_policy_create(fw_name, data, cache)
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def _norm(self, string): """Extended normalization: normalize by list of norm-characers, split by character "/".""" nstring = norm(string) if "/" in string: s, t = string.split('/') nstring = t return self.normalize(nstring)
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def get_vertex_surrounding_multicolor(graph, vertex): """ Loops over all edges that are incident to supplied vertex and accumulates all colors, that are present in those edges """ result = Multicolor() for edge in graph.get_edges_by_vertex(vertex): result += edge.multicolor return r...
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def _set_if_type(self, v, load=False): """ Setter method for if_type, mapped from YANG variable /mpls_state/dynamic_bypass/dynamic_bypass_interface/if_type (mpls-if-type) If this variable is read-only (config: false) in the source YANG file, then _set_if_type is considered as a private method. Backe...
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def _validate_integer(name, val, min_val=0): """ Checks whether the 'name' parameter for parsing is either an integer OR float that can SAFELY be cast to an integer without losing accuracy. Raises a ValueError if that is not the case. Parameters ---------- name : string Paramete...
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def get_stoplist(language): """Returns an built-in stop-list for the language as a set of words.""" file_path = os.path.join("stoplists", "%s.txt" % language) try: stopwords = pkgutil.get_data("justext", file_path) except IOError: raise ValueError( "Stoplist for language '%s'...
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def _get_attributes(self, path): """ :param path: filepath within fast5 :return: dictionary of attributes found at ``path`` :rtype dict """ path_grp = self.handle[path] path_attr = path_grp.attrs return dict(path_attr)
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def make_even_size(x): """Pad x to be even-sized on axis 1 and 2, but only if necessary.""" x_shape = x.get_shape().as_list() assert len(x_shape) > 2, "Only 3+-dimensional tensors supported." shape = [dim if dim is not None else -1 for dim in x_shape] new_shape = x_shape # To make sure constant shapes remain...
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def _save_or_delete_workflow(self): """ Calls the real save method if we pass the beggining of the wf """ if not self.current.task_type.startswith('Start'): if self.current.task_name.startswith('End') and not self.are_we_in_subprocess(): self.wf_state['finishe...
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def capabilities(self): """Returns the list of system capabilities. :return: A ``list`` of capabilities. """ response = self.get(PATH_CAPABILITIES) return _load_atom(response, MATCH_ENTRY_CONTENT).capabilities
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def bottom(self, N, mask=NotSpecified, groupby=NotSpecified): """ Construct a Filter matching the bottom N asset values of self each day. If ``groupby`` is supplied, returns a Filter matching the bottom N asset values for each group. Parameters ---------- N : in...
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def get_index_list(shape, j): """ index_list = get_index_list(shape, j) :Arguments: shape: a tuple j: an integer Assumes index j is from a ravelled version of an array with specified shape, returns the corresponding non-ravelled index tuple as a list. """ r = range(len...
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def list_wallet_names(api_key, is_hd_wallet=False, coin_symbol='btc'): ''' Get all the wallets belonging to an API key ''' assert is_valid_coin_symbol(coin_symbol), coin_symbol assert api_key params = {'token': api_key} kwargs = dict(wallets='hd' if is_hd_wallet else '') url = make_url(coin_sy...
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def _get_ipv6_info(cls, ip_address: str) -> tuple: '''Extract the flow info and control id.''' results = socket.getaddrinfo( ip_address, 0, proto=socket.IPPROTO_TCP, flags=socket.AI_NUMERICHOST) flow_info = results[0][4][2] control_id = results[0][4][3] ...
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def parse_gptl(file_path, var_list): """ Read a GPTL timing file and extract some data. Args: file_path: the path to the GPTL timing file var_list: a list of strings to look for in the file Returns: A dict containing key-value pairs of the livvkit and the times associat...
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def ParseNumericOption(self, options, name, base=10, default_value=None): """Parses a numeric option. If the option is not set the default value is returned. Args: options (argparse.Namespace): command line arguments. name (str): name of the numeric option. base (Optional[int]): base of ...
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def write_string(value, buff, byteorder='big'): """Write a string to a file-like object.""" data = value.encode('utf-8') write_numeric(USHORT, len(data), buff, byteorder) buff.write(data)
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def resolve_label(self, label): """ Resolves a label for this module only. If the label refers to another module, an exception is raised. @type label: str @param label: Label to resolve. @rtype: int @return: Memory address pointed to by the label. @ra...
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def bulkWrite(self, endpoint, buffer, timeout = 100): r"""Perform a bulk write request to the endpoint specified. Arguments: endpoint: endpoint number. buffer: sequence data buffer to write. This parameter can be any sequence type. ...
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def scan(self, data, dlen=None): ''' Scan a data block for matching signatures. @data - A string of data to scan. @dlen - If specified, signatures at offsets larger than dlen will be ignored. Returns a list of SignatureResult objects. ''' results = [] ma...
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def calculate_Y(sub_network,skip_pre=False): """Calculate bus admittance matrices for AC sub-networks.""" if not skip_pre: calculate_dependent_values(sub_network.network) if sub_network.network.sub_networks.at[sub_network.name,"carrier"] != "AC": logger.warning("Non-AC networks not support...
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def apply(self, q, bindings, ordering, distinct=None): """ Sort on a set of field specifications of the type (ref, direction) in order of the submitted list. """ info = [] for (ref, direction) in self.parse(ordering): info.append((ref, direction)) table, column = ...
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def get_suite_token(self, suite_id, suite_secret, suite_ticket): """ 获取第三方应用凭证 https://work.weixin.qq.com/api/doc#90001/90143/9060 :param suite_id: 以ww或wx开头应用id(对应于旧的以tj开头的套件id) :param suite_secret: 应用secret :param suite_ticket: 企业微信后台推送的ticket :return: 返回的 JSO...
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def _get_param_names(cls): """Get parameter names for the estimator""" # fetch the constructor or the original constructor before # deprecation wrapping if any init = getattr(cls.__init__, 'deprecated_original', cls.__init__) if init is object.__init__: # No explicit ...
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def tidy(args): """ %prog tidy fastafile Trim terminal Ns, normalize gap sizes and remove small components. """ p = OptionParser(tidy.__doc__) p.add_option("--gapsize", dest="gapsize", default=0, type="int", help="Set all gaps to the same size [default: %default]") p.add_option(...
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def get_entity_propnames(entity): """ Get entity property names :param entity: Entity :type entity: sqlalchemy.ext.declarative.api.DeclarativeMeta :returns: Set of entity property names :rtype: set """ ins = entity if isinstance(entity, InstanceState) else inspect(entity) ...
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def repo_def_matches_reality(juicer_def, pulp_def): """Compare a juicer repo def with a given pulp definition. Compute and return the update necessary to make `pulp_def` match `juicer_def`. `juicer_def` - A JuicerRepo() object representing a juicer repository `pulp_def` - A PulpRepo() object representi...
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def get_functions_overridden_by(self, function): ''' Return the list of functions overriden by the function Args: (core.Function) Returns: list(core.Function) ''' candidates = [c.functions_not_inherited for c in self.inheritance] candi...
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def RemoveClientKeyword(self, client_id, keyword, cursor=None): """Removes the association of a particular client to a keyword.""" cursor.execute( "DELETE FROM client_keywords " "WHERE client_id = %s AND keyword_hash = %s", [db_utils.ClientIDToInt(client_id), mysql_utils.Hash(ke...
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def searchNsByHref(self, doc, href): """Search a Ns aliasing a given URI. Recurse on the parents until it finds the defined namespace or return None otherwise. """ if doc is None: doc__o = None else: doc__o = doc._o ret = libxml2mod.xmlSearchNsByHref(doc__o, self._o,...
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def get_line_style(line): """Get the style dictionary for matplotlib line objects""" style = {} style['alpha'] = line.get_alpha() if style['alpha'] is None: style['alpha'] = 1 style['color'] = color_to_hex(line.get_color()) style['linewidth'] = line.get_linewidth() style['dasharray']...
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def loads(s, separator=DEFAULT, index_separator=DEFAULT, cls=dict, list_cls=list): '''Loads an object from a string. :param s: An object to parse :type s: bytes or str :param separator: The separator between key and value. Defaults to u'|' or b'|', depending on the types. :param index_separator: T...
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def block_start(self, previous_block): """Returns an ordered list of batches to inject at the beginning of the block. Can also return None if no batches should be injected. Args: previous_block (Block): The previous block. Returns: A list of batches to inject. ...
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def match_bitwidth(*args, **opt): """ Matches the bitwidth of all of the input arguments with zero or sign extend :param args: WireVectors of which to match bitwidths :param opt: Optional keyword argument 'signed=True' (defaults to False) :return: tuple of args in order with extended bits Example ...
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def pssm_array2pwm_array(arr, background_probs=DEFAULT_BASE_BACKGROUND): """Convert pssm array to pwm array """ b = background_probs2array(background_probs) b = b.reshape([1, 4, 1]) return (np.exp(arr) * b).astype(arr.dtype)
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def rendaku_merge_pairs(lpair, rpair): """Merge lpair < rpair while applying semi-irregular rendaku rules""" ltext, lnum = lpair rtext, rnum = rpair if lnum > rnum: raise ValueError if rpair == ("ひゃく", 100): if lpair == ("さん", 3): rtext = "びゃく" elif lpair == ("ろく...
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def get_cluster_plan(self): """Fetch cluster plan from zookeeper.""" _log.info('Fetching current cluster-topology from Zookeeper...') cluster_layout = self.get_topics(fetch_partition_state=False) # Re-format cluster-layout partitions = [ { 'topic': to...
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def cublasCtpsv(handle, uplo, trans, diag, n, AP, x, incx): """ Solve complex triangular-packed system with one right-hand side. """ status = _libcublas.cublasCtpsv_v2(handle, _CUBLAS_FILL_MODE[uplo], _CUBLAS_OP[tra...
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def get(self, tag, default=None): """Get a metadata value. Each metadata value is referenced by a ``tag`` -- a short string such as ``'xlen'`` or ``'audit'``. In the sidecar file these tag names are prepended with ``'Xmp.pyctools.'``, which corresponds to a custom namespace in t...
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def get(self, url, params): """ Issues a GET request against the API, properly formatting the params :param url: a string, the url you are requesting :param params: a dict, the key-value of all the paramaters needed in the request :returns: a dict parsed o...
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def newNsProp(self, node, name, value): """Create a new property tagged with a namespace and carried by a node. """ if node is None: node__o = None else: node__o = node._o ret = libxml2mod.xmlNewNsProp(node__o, self._o, name, value) if ret is None:raise treeError('xmlN...
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def get_accepted_features(features, proposed_feature): """Deselect candidate features from list of all features Args: features (List[Feature]): collection of all features in the ballet project: both accepted features and candidate ones that have not been accepted propose...
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def igetattr(self, attrname, context=None): """Infer the possible values of the given attribute on the slice. :param attrname: The name of the attribute to infer. :type attrname: str :returns: The inferred possible values. :rtype: iterable(NodeNG) """ if attrnam...
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def MRA(biomf, sampleIDs=None, transform=None): """ Calculate the mean relative abundance percentage. :type biomf: A BIOM file. :param biomf: OTU table format. :type sampleIDs: list :param sampleIDs: A list of sample id's from BIOM format OTU table. :param transform: Mathematical function...
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def fix_filename(filename, suffix=''): """ e.g. fix_filename('icon.png', '_40x40') return icon_40x40.png """ if suffix: f, ext = os.path.splitext(filename) return f+suffix+ext else: return filename
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def flatFieldFromCloseDistance(imgs, bg_imgs=None): ''' Average multiple images of a homogeneous device imaged directly in front the camera lens. if [bg_imgs] are not given, background level is extracted from 1% of the cumulative intensity distribution of the averaged [imgs] ...
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def _parse_key_from_substring(substring) -> str: ''' Returns the key in the expected string "N:12.3", where "N" is the key, and "12.3" is a floating point value ''' try: return substring.split(':')[0] except (ValueError, IndexError, TypeError, AttributeError): log.exception('Unex...
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def request(self, path, data=None, headers=None, method=None): """Performs a HTTP request to the Go server Args: path (str): The full path on the Go server to request. This includes any query string attributes. data (str, dict, bool, optional): If any data is present thi...
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def get_prep_value(self, value): """ We need to accomodate queries where a single email, or list of email addresses is supplied as arguments. For example: - Email.objects.filter(to='mail@example.com') - Email.objects.filter(to=['one@example.com', 'two@example.com']) """ ...
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def _proxy(self): """ Generate an instance context for the instance, the context is capable of performing various actions. All instance actions are proxied to the context :returns: CountryContext for this CountryInstance :rtype: twilio.rest.voice.v1.dialing_permissions.country....
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def table(self, table, columns, types, constraints='', pk='', new_table=False): """ Rearrange, add or delete columns from database **table** with desired ordered list of **columns** and corresponding data **types**. Parameters ---------- table: sequence The name of t...
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def get_command_line_key_for_unknown_config_file_setting(self, key): """Compute a commandline arg key to be used for a config file setting that doesn't correspond to any defined configargparse arg (and so doesn't have a user-specified commandline arg key). Args: key: The con...
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def get_password_authentication_key(self, username, password, server_b_value, salt): """ Calculates the final hkdf based on computed S value, and computed U value and the key :param {String} username Username. :param {String} password Password. :param {Long integer} server_b_valu...
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def get_formatted_stack_frame( project: 'projects.Project', error_stack: bool = True ) -> list: """ Returns a list of the stack frames formatted for user display that has been enriched by the project-specific data. :param project: The currently open project used to enrich t...
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def parse(self, extent, desc_tag): # type: (int, UDFTag) -> None ''' Parse the passed in data into a UDF Terminating Descriptor. Parameters: extent - The extent that this descriptor currently lives at. desc_tag - A UDFTag object that represents the Descriptor Tag. ...
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def print_cm(cm, labels, hide_zeroes=False, hide_diagonal=False, hide_threshold=None): """pretty print for confusion matrixes""" columnwidth = max([len(x) for x in labels] + [5]) # 5 is value length empty_cell = " " * columnwidth # Print header print(" " + empty_cell, end=" ") for label in l...
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def __update_clusters(self, medoids): """! @brief Forms cluster in line with specified medoids by calculation distance from each point to medoids. """ self.__belong = [0] * len(self.__pointer_data) self.__clusters = [[] for i in range(len(medoids))] ...
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def calculate_integral(self, T1, T2, method): r'''Method to calculate the integral of a property with respect to temperature, using a specified method. Uses SciPy's `quad` function to perform the integral, with no options. This method can be overwritten by subclasses who may per...
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def _fingerprint_dirs(self, dirpaths, topdown=True, onerror=None, followlinks=False): """Returns a fingerprint of the given file directories and all their sub contents. This assumes that the file directories are of reasonable size to cause memory or performance issues. """ # Note that we don't sort...
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def parse(pem_str): # type: (bytes) -> List[AbstractPEMObject] """ Extract PEM objects from *pem_str*. :param pem_str: String to parse. :type pem_str: bytes :return: list of :ref:`pem-objects` """ return [ _PEM_TO_CLASS[match.group(1)](match.group(0)) for match in _PEM_R...
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def distance(self, other): """Distance to another point on the sphere""" return math.acos(self._pos3d.dot(other.vector))
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def file_open(self, fn): """Yields the opening text of a file section in multipart HTTP. Parameters ---------- fn : str Filename for the file being opened and added to the HTTP body """ yield b'--' yield self.boundary.encode() yield CRLF ...
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def list_passwords(kwargs=None, call=None): ''' List all password on the account .. versionadded:: 2015.8.0 ''' response = _query('support', 'password/list') ret = {} for item in response['list']: if 'server' in item: server = item['server']['name'] if serve...
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