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def curly(content): """ Generate LaTeX code for data within curly braces. Parameters ---------- content : str String to be encapsulated within the curly braces. Returns ------- str LaTeX code for data within curly braces. """ return "\\{" + content + "\\}"
def having_sum_recursive(number: int) -> int: """Returns all elements of the sum are the results of integer division. Args: number (int): a number to get divisible from Examples: >>> assert having_sum_recursive(25) == 47 """ if number == 1: return 1 return number + havi...
def bearer_token(token): """ Returns content of authorization header to be provided on all non-auth API calls. :param token: access_token returned from authorization call. :return: Formatted header. """ return 'Bearer {}'.format(token)
def is_null(content, nulls=None, blanks_as_nulls=False): """Determines whether or not content can be converted into a null Args: content (scalar): the content to analyze nulls (Seq[str]): Values to consider null. blanks_as_nulls (bool): Treat empty strings as null (default: False). ...
def is_karpekar(n): """ defines wheter given number is karpekar number or not. """ n_square = n**2 len_of_n = len(str(n)) l = str(n_square)[-(len_of_n):] r = str(n_square)[:-(len_of_n)] if r == '': r = 0 if (int(l) + int(r) == n): return True return False
def csum2(numlist): """ 3. Write a Python program of recursion list sum. Go to the editor Test Data: [1, 2, [3,4], [5,6]] Expected Result: 21 """ if len(numlist) == 1: return numlist[0] if isinstance(numlist[0], list): return csum2(numlist[0]) + csum2(numlist[1:]) else: ...
def get_output_file_name(infile_name): """Parse input file name to replace text after first dot with 'nc'""" split_str = infile_name.split('.') return split_str[0] + '.nc'
def get_sub_vs_list_from_data(response_data): """Get Sub VS IDs and the "Rs" data portion of the Sub VSs as a tuple :param response_data: Data portion of LM API response :return: Tuple of list of sub VS IDs and a dict of full RS sub VS data """ subvs_entries = [] full_data = {} for key, val...
def first_non_null(*iterable): """ Returns the first element from the iterable which is not None. If all the elements are 'None', 'None' is returned. :param iterable: Iterable containing list of elements. :return: First non-null element, or None if all elements are 'None'. """ return next((i...
def _get_id2line(team_stats): """ team_stats: { 'headers':[], 'data': [[],[]] # two teams, don't know which is home/away } """ headers = team_stats['headers'] id_loc = headers.index('TEAM_ID') data0 = team_stats['data'][0] data1 = team_stats['data'][1] ...
def floats_equal(x, y): """A deeply inadequate floating point comparison.""" small = 0.0001 if x == y or x < small and y < small: return True epsilon = max(abs(x), abs(y)) * small return abs(x - y) < epsilon
def overlay_line(base, line): """Overlay a line over a base line ' World ' overlayed over 'Hello ! ! !' would result in 'Hello World!' """ escapes = [('', 0)] if '\x1b' in line: # handling ANSI codes nl = "" while '\x1b' in line: i = line.index('\x1b') ...
def is_number(n): """ This function checks if n can be coerced to a floating point. Args: n (str): Possibly a number string """ try: float(n) return True except: return False
def _synda_search_cmd(variable): """Create a synda command for searching for variable.""" project = variable.get('project', '') if project == 'CMIP5': query = { 'project': 'CMIP5', 'cmor_table': variable.get('mip'), 'variable': variable.get('short_name'), ...
def _pop_rotation_kwargs(kwargs): """Pop the keys responsible for text rotation from `kwargs`.""" ROTATION_ARGS = {"ha", "rotation_mode"} rotation = kwargs.pop("rotation", None) rotation_kwargs = {arg: kwargs.pop(arg) for arg in ROTATION_ARGS if arg in kwargs} if rotation is not None: rotati...
def valid_index(index, shape): """Get a valid index for a broadcastable shape. Parameters ---------- index : tuple Given index. shape : tuple of int Shape. Returns ------- tuple Valid index. """ # append slices to index index = list(index) while ...
def conv_connected_inputs(input_shape, kernel_shape, output_position, strides, padding): """Return locations of the input connected to an output position. Assume a convolution with given parameters is applied to...
def _varbase(values, period=None, population=False): """ Returns final variance. :param values: list of values to iterate and compute stat. :param period: (optional) # of values included in computation. * None - includes all values in computation. :param population: * True - entire ...
def correctHeading(x, headingCorrection): """ corrects a given column of directional data with the given headingCorrection """ if x + headingCorrection > 360: return (x + headingCorrection) - 360 else: return x + headingCorrection
def hermiteInterpolate(v0, v1, v2, v3, alpha, tension, bias): """ Hermite interpolator. Allows better control of the bends in the spline by providing two parameters to adjust them: * tension: 1 for high tension, 0 for normal tension and -1 for low tension. * bias: 1 for bias towards the n...
def _lt_from_gt(self, other): """Return a < b. Computed by @total_ordering from (not a > b) and (a != b).""" op_result = self.__gt__(other) if op_result is NotImplemented: return NotImplemented return not op_result and self != other
def abbreviate_str(string, max_len=80, indicator="..."): """ Abbreviate a string, adding an indicator like an ellipsis if required. """ if not string or not max_len or len(string) <= max_len: return string elif max_len <= len(indicator): return string[0:max_len] else: return string[0:max_len - l...
def check_int(value: int) -> bool: """Check whether value can be written as 2^p * 5^q where p and q are natural numbers.""" if value == 1: return True else: if value % 2 == 0: return check_int(value//2) if value % 5 == 0: return check_int(value//5) ret...
def get_app_details_hr(app_dict): """ Prepare application detail dictionary for human readable in 'risksense-get-app-detail' command. :param app_dict: Dictionary containing application detail. :return: List containing application detail dictionary. """ return [{ 'Address': app_dict.get(...
def convert_dict_to_list(dictionary): """ Accepts a dictionary and return a list of lists. @example: input : { "python" : 50, "json": 100, "text" : 20} output : [['python', 50], ['json', 100], ['text', 20]] """ output_list = [] for k in dictionary.keys(): output_list.ap...
def _inc_time(t: int, type_str: str = 'nano') -> int: """Increment time at aprrox rate of 10Hz.""" return int(t + 1e8) if type_str == 'nano' else t + 100
def single_to_list(recipients): """ Ensure recipients are always passed as a list """ if isinstance(recipients, str): return [recipients] return recipients
def check_stc_order(order, symbol): """Return order id if order has an in-effect STC order for input symbol, else return None""" if order["status"] in ["WORKING", "QUEUED", "ACCEPTED"]: if len(order["orderLegCollection"]) == 1: # no multi-leg orders instruct = order["orderLegCollection"...
def clean_depparse(dep): """ Given a dependency dictionary, return a formatted string representation. """ return str(dep['dep'] + "(" + dep['governorGloss'].lower() + "-" + str(dep['governor']) + ", " + dep['dependentGloss'] + "-" + str(dep['dependent']) + ")")
def version_string(version): """ Converts a version number into a version string :param version: The version number from the firmware :returns str -- The version string """ major_version = version >> 0x10 minor_version = version & 0xFFFF return '%d.%d' % (major_version, minor_version)
def coor(n,a,b): """ Calculates a list of coordinates using a for loop Parameters ---------- n: integer number of coordinates to use between endpoints a: float starting point b: float ending point Returns ------- coordinates: ...
def sort_range(lines, r=None): """ >>> a = sorted(range(10), reverse=True) >>> sort_range(a, (1, 1)) [9, 8, 7, 6, 5, 4, 3, 2, 1, 0] >>> sort_range(a, (1, 2)) [9, 7, 8, 6, 5, 4, 3, 2, 1, 0] >>> sort_range(a, (0, 2)) [7, 8, 9, 6, 5, 4, 3, 2, 1, 0] >>> sort_range(a) [0, 1, 2, 3, 4, ...
def dunder_to_chained_attrs(value, key): """ If key is of the form "foo__bar__baz", then return value.foo.bar.baz """ if '__' not in key: return getattr(value, key) first_key, rest_of_keys = key.split('__', 1) first_val = getattr(value, first_key) return dunder_to_chained_attrs(first...
def string_for_attrs(attrs): """Returns string describing tag attributes in the order given.""" if not attrs: return '' return ''.join(' %s="%s"' % (attr, value) for attr, value in attrs)
def heatcap(x, T): """ Calculate heat capacity of wood at temperature and moisture content. Example: cp = heatcap(12, 300) Inputs: x = moisture content, % T = temperature, K Output: cp_wet = heat capacity wet wood, kJ/(kg*K) Reference: Glass and Zelinka,...
def _getReadHitsSep(cells, readCol, hitCol, hitSep): """ use hitSep to divide hit cell in to multipl hits """ read = cells[readCol] hitCell = cells[hitCol] hits = hitCell.strip().split(hitSep) return (read, hits)
def fibonacciRecursion(sequenceNumber): """ A recursive Algorithm that gets a number from fibonacci sequence at certain point in sequence Args: sequenceNumber {integer} the place in the sequence to get the number from Return: {integer} the number from fibonacci sequence """ ...
def groupID_callback(x): """ image_name = 1_1-1256_1264_2461_2455-12003110450161(_1).jpg big_image_name = 12003110450161 """ img_path = x['info']['image_path'] big_img_name = img_path.split('.')[-2] big_img_name = big_img_name.split('-')[-1].split('_')[0] return big_img_name
def r(x, y, Xi, Yi): """ Return the distance between (x, y) and (Xi, Yi) """ return ((x-Xi)**2 + (y - Yi)**2)**0.5
def fatorial(num,show=False): """ -> CALCULA O FATORIAL DE UM NUMERO :param num: o numero a ser calculado :param show: mostra ou nao calculo :return: retorna o resultado """ f = 1 for c in range(num,0, -1): if show : print(c, end='') if c > 1: ...
def _is_number(x): """ True if x is numeric i.e. int or float """ from numbers import Number return isinstance(x, Number)
def csv_list(string): """Helper method for having CSV argparse types. Args: string(str): Comma separated string to parse. Returns: list[str]: The parsed strings. """ return string.split(',')
def is_pattern(s): """ Returns *True* if the string *s* represents a pattern, i.e., if it contains characters such as ``"*"`` or ``"?"``. """ return "*" in s or "?" in s
def _get_path_on_disk(inputs, properties): """Returns the path as defined in the volume definition """ disk_path = "" for search in inputs.values(): try: if isinstance(search["path"], str): disk_path = search["path"] break except (KeyError, TypeEr...
def nullBasedArray(length): """ Returns an array with the given length filled with zeros """ array = [] for i in range (0,length): array.append(0) return array
def infer_type(value, variable=None): """ Tries to infer the type of a variable, based on the default value if given. """ if value in ['T', 'F']: return 'bool' try: throwaway = int(value) return 'int' except ValueError: pass try: throwaway = float(...
def clean_leetcode(tree: str) -> str: """ >>> clean_leetcode("[1,2,3,null,4]") '1,2,3,None,4,None,None' """ arr = tree[1:-1].replace("null", "None").split(",") height, max_nodes = 0, 1 while len(arr) > max_nodes: height += 1 max_nodes = 2 ** (height + 1) - 1 w...
def sanitize(sinput): """Sanitize `sinput`.""" return " ".join(sinput.split())
def uniquify(l): """Takes a list `l` and returns a list of the unique elements in `l` in the order in which they appeared. """ mem = set([]) out = [] for e in l: if e not in mem: mem.add(e) out.append(e) return out
def producer(number, fib_list): """ Returns the #num fibonacci number using recursion :param number: current number :param fib_list: pointer to shared list of fibonacci numbers """ # If the number has already been computed if fib_list[number] != -1: return fib_list[number] if n...
def complement(i,j,k): """ Input: i,j elements of {1,2,3,4} returns the only element of (1,2,3,4) not in the SET {i,j} """ list=[1,2,3,4] list.remove(i) list.remove(j) list.remove(k) return list[0]
def check_present_students(students, k): """ :type students: list[int] :type k: int :rtype: str """ present_students = sum(1 for x in students if x < 0) return "YES" if present_students >= k else "NO"
def compact_values(lst): """...""" assert all(x.validate() for x in lst), lst # params_lst = [tuple(x.params.values()) for x in lst] # assert all(len(x) == 1 for x in params_lst), [lst, params_lst] # params = sorted(set(tuple(sorted(x[0])) for x in params_lst)) # return params def trim_str(...
def testAssociate(id_, key, requestor): """Test that keepass has the given identifier and key""" input_data = { 'RequestType': 'test-associate', } return requestor(key, input_data, id_)
def expand_transition(transition, input_list): """Add new (partially) expanded state transition. Parameters ---------- transition: list Specifies a state transition. input_list: list List of inputs, where each input is a string. Returns ------- list New (partial...
def generate_custom_inputs(desc_inputs): """ Generates a bunch of custom input dictionaries in order to generate as many outputs as possible (to get their path templates). Currently only works with flag inputs and inputs with defined value choices. """ custom_input_dicts = [] for desc_in...
def lastchange(pyccd_result, ordinal): """ Number of days since last detected change. Defaults to 0 in cases where the given ordinal day to calculate from is either < 1 or no change was detected before it. Args: pyccd_result: dict return from pyccd ordinal: ordinal day to calculate...
def stops(a,b): """ Tell if the games with the pair (a,b) will stop at a pair of the form (x,x). """ n = a+b while not bool(n&1): n >>= 1 return (a%n)==0
def render_warning(s) : """ Make rst code for a warning. Nothing if empty """ return """ .. warning:: %s"""%(s) if s else ''
def _create_appconfig_props(config_props, prop_list): """A helper function for mk-appconfig and ch-appconfig that creates the config properties dictionary Arguments: config_props {Dictionary} -- A dictionary with key-value pairs that gives the properties in an appconfig prop_list {List} -- A li...
def valid_version(parameter, min=0, max=100): """ Summary. User input validation. Validates version string made up of integers. Example: '1.6.2'. Each integer in the version sequence must be in a range of > 0 and < 100. Maximum version string digits is 3 (Example: 0.2.3 ) ...
def update_cluster_node_map(cluster_node_map, cluster, max_node_id): """ Updates 'cluster_node_map' which is in format of <cluster name> => <node id> by adding 'cluster' to 'cluster_node_map' if it does not exist :param cluster_node_map: map of cluster names to node ids :type cluster_node...
def upperwhite(safe_string): """Return a username as full name.""" return safe_string.replace("_", " ").title()
def filter_dict_by_keys(dict_, field_names): """ Returns a copy of `dict_` with only the fields in `field_names`""" return {key: value for (key, value) in dict_.items() if key in field_names}
def value_in(value, choices): """Raise an exception if a value doesn't match one of the given choices.""" if value not in choices: raise ValueError("Expected one of %s, received %r." % (", ".join([repr(choice) for choice in choices]), value)) # pragma: no cover return value
def linearSearch(num :int, minimum :int, maximum :int) ->int: """linearly search the num in the range of minimum-maximum Args: num (int): the target number to find minimum (int): the minimum limit of the num maximum (int): the maximum limit of the num Returns: the se...
def get_timeout(run_type): """Get timeout for a each run type - daily, hourly etc :param run_type: Run type :type run_type: str :return: Number of seconds the tool allowed to wait until other instances finish :rtype: int """ timeouts = { 'hourly': 3600 / 2, 'daily': 24...
def _parse_endpoint_url(urlish): """ If given a URL, return the URL and None. If given a URL with a string and "::" prepended to it, return the URL and the prepended string. This is meant to give one a means to supply a region name via arguments and variables that normally only accept URLs. ""...
def removesuffix(s: str, suffix:str) -> str: """Removes the suffix from s.""" if s.endswith(suffix): return s[:-len(suffix)] return s
def bioconductor_annotation_data_url(package, pkg_version, bioc_version): """ Constructs a url for an annotation package tarball Parameters ---------- package : str Case-sensitive Bioconductor package name pkg_version : str Bioconductor package version bioc_version : str ...
def ERR_NOSUCHSERVICE(sender, receipient, message): """ Error Code 408 """ return "ERROR from <" + sender + ">: " + message
def strictwwid(wwid): """Validity checks WWID for invalid format using strict rules - must be Brocade format""" if len(wwid) != 23: # WWPN must be 23 characters long print("WWID has invalid length " + wwid) return None # Colon separators must be in the correct place if wwid[2:3] !...
def _str_to_int(string, exception=None): """Convert string to integer. Return `exception_value` if failed. Args: string (str): Input string. exception (): Exceptional value returned if failed. Returns: int: """ try: return int(string) except: return exce...
def filter_by_year(statistics, year, yearid): """ Inputs: statistics - List of batting statistics dictionaries year - Year to filter by yearid - Year ID field in statistics Outputs: Returns a list of batting statistics dictionaries that are from the input year. ""...
def validate_dialog(dialog, max_turns): """ Check if the dialog consists of multiple turns with equal or less than max_turns by two users without truncated tweets. Args: dialog: target dialog max_turns: upper bound of #turns per dialog Return: True if the...
def hamming_distance(str1, str2, capdistance=None): """Count the # of differences between equal length strings str1 and str2. Max diff can be capped using capdistance to short-circuit full calculation when only care about a range of distances.""" diffs = 0 if len(str1) != len(str2): raise ValueErro...
def _getitem_list_tuple(items, keys): """Ugly but efficient extraction of multiple values from a list of items. Keys are contained in a tuple. """ filtered = [] for item in items: row = () do_append = True for key in keys: try: row += (item[k...
def checksum(sentence): """Calculate and return checsum for given NMEA sentence""" crc = 0 for c in sentence: crc = crc ^ ord(c) crc = crc & 0xFF return crc
def number_is_within_bit_limit(number, bit_width=8): """ Check if a number can be stored in the number of bits given. Negative numbers are stored in 2's compliment binary. Args: number (int): The number to check. bit_width (int, optional): The number of bits available. Returns: ...
def next_bet(current, strategy): """Returns the next bet based on the current bet and betting strategy. Standard increases by AUD denominations until reaching 100. Non standard betting strategy doubles each time Parameters: current (int): The current bet to be increased for the next roll strate...
def term_printable(ch): """Return a char if printable, else, a dot.""" if (33 <= ch <= 126): return ch return ord(".")
def max_or_none(iterable): """ Returns the max of some iterable, or None if the iterable has no items Args: iterable (iterable): Some iterable Returns: max item or None """ try: return max(iterable) except ValueError: return None
def replace_last(string, old, new): """ Replace the last occurrence of a pattern in a string :param string: string :type string: ``str`` :param old: string to find :type old: ``str`` :param new: string to replace :type new: ``str`` :returns: ``str`` ""...
def list_type_check(lst, data_type): """ Checks if each element of lst has a given type. :param lst: List = list of objects :param data_type: type = estimated type for the objects :return: bool = true if all objects in list have the type data_type """ return all([type(e) == data_type for e i...
def frac(x, d): """ Utility func -- Works like fractional div, but returns ceiling rather than floor """ return (x + (d-1)) // d
def addtup(sttup, ndtup): """ Take two tuple as its parameter, where the different length of both tuples is allowed, then return a list of a tuple. How this function work is as follows: sttup:= 4A, ndtup:= 5B, then it will return 4A + 5B or 9 A-B. In this case, it will return [(A, B, ...
def fix_btwoc(value): """ Utility function to ensure the output conforms the `btwoc` function output. See http://openid.net/specs/openid-authentication-2_0.html#btwoc for details. @type value: bytes or bytearray @rtype: bytes """ # Conversion to bytearray is python 2/3 compatible array...
def wf_mutation_rate_from_theta(popsize, theta): """ Given a value for theta (the population-level dimensionless innovation rate, returns the actual probability of mutation per locus per tick. This is a *per locus* innovation rate, however, so if you are using this in code which randomly selects one of...
def startswith(value, arg): """Usage {% if value|startswith:"arg" %}""" if value: return value.startswith(arg) return False
def bin_to_dec(l): """Converts a list "l" of 1s and 0s into a decimal""" return int(''.join(map(str, l)), 2)
def check_eye_colour(val): """ecl (Eye Color) - exactly one of: amb blu brn gry grn hzl oth.""" return val in {"amb", "blu", "brn", "gry", "grn", "hzl", "oth"}
def standardize_breaks(text): """ Converting line endings to the Unix style. The Windows and the old Mac line breaks have been observed in Twitter profiles. These are best replaced with the standard form to make printing and text file handling easier. Especially since "\r" in an unquoted field ...
def isPotentialMatch(candidate: str, hints: str, guessedLetter: str) -> bool: """Given candidate string, string of hints in form of 011010 and guessed letter decide whether given candidate matches hint""" for serv_let, cand_let in zip(hints, candidate): if serv_let == "0" and cand_let == guessedLetter: ...
def SfromL( L, nmax=25, epsilon= 2**(-50) ): """ Compute sequence of generalized inverses from given Schroder value L. Args: L (real): main arg, range 0.0 to 1.0 nmax (integer): default 22. Max length to allow for S. epsilon (real): smallest change in L you don't care about. Returns:...
def get_organic_aerosols_keys(chem_opt): """ Return the anthropogenic and biogenic keys """ asoa_keys = None bsoa_keys = None if chem_opt == 106: asoa_keys = ('orgaro1i', 'orgaro1j', 'orgaro2i', 'orgaro2j', 'orgalk1i', 'orgalk1j', 'orgole1i', 'orgole1j') # SOA Anth bsoa_keys = ...
def getfilename(path): """This function extracts the file name without file path or extension Args: path (file): full path and file (including extension of file) Returns: name of file as string """ return path.split('\\').pop().split('/').pop().rsplit('.', 1)[...
def factorial(n): """returns n!""" return 1 if n < 2 else n * factorial(n-1)
def zero_insert(input_string): """ Get a string as input if input is one digit add a zero. :param input_string: input digit az string :type input_string:str :return: modified output as str """ if len(input_string) == 1: return "0" + input_string return input_string
def process(data): """ Lower cases and reverses a string Arguments: data (str): The string to transform Returns: result (str): The lower cased, reversed string """ return data.lower()[::-1]
def unstitch_strip(strip): """Revert stitched strip back to a set of strips without stitches. >>> strip = [0,1,2,2,3,3,4,5,6,7,8] >>> triangles = triangulate([strip]) >>> strips = unstitch_strip(strip) >>> _check_strips(triangles, strips) >>> strips [[0, 1, 2], [3, 3, 4, 5, 6, 7, 8]] >>...