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def compare_strings(first, second): """ Returns the greater of the two strings :param first: :param second: :return: string """ return first if first > second else second
def check_dead(left_hp: int, right_hp: int) -> bool: """ Method to check if either player is dead :param left_hp: Hit points of priority player :param right_hp: Hit points of right player :return: True if somebody is dead, else False """ if left_hp <= 0: return True elif right_h...
def prior_knolwedge_categorized(price, n_bins = 12): """ function of prior knowledge for categorized price :param price: input price - this price should already be bucketized. The value is in the range [0, n_bin) :param n_bins: number of bins :return: expected prob. """ # The winning probabl...
def get_vector16(): """ Return the vector with ID 16. """ return [ 0.5714286, 0.5000000, 0.4285714, ]
def P_total(pressures=[]): """Returns a float of the total pressure of a gas in a container \npressure: ```list``` \n\tList of pressures in a container""" total = 0.0 for pressure in pressures: total += pressure return float(total)
def square(number): """ this function returns a square of a number """ result = number ** 2 return result
def exclude_from_string(k_string, exclude): """Exclude string if at least one given substring is detected. Parameters ---------- k_string : str String to check. exclude : list List of substrings to search for in k_string. Returns ------- bool Returns True if a s...
def _int_or_str(c): """Return parameter as type integer, if possible otherwise as type string """ try: return int(c) except ValueError: return c
def recursive_fibonacci(n: int) -> int: """ Returns n-th Fibonacci number n must be more than 0, otherwise it raise a ValueError. >>> recursive_fibonacci(0) 0 >>> recursive_fibonacci(1) 1 >>> recursive_fibonacci(2) 1 >>> recursive_fibonacci(10) 55 >>> recursive_fibonacci(...
def postcode_split(postcode): """ If the postcode has no space in the middle add one """ if postcode: if " " not in postcode.strip(): return postcode[:-3] + " " + postcode[-3:] else: return postcode.strip() else: return postcode
def get_offer_address(html_parser): """ This method returns the offer address. :param html_parser: a BeautifulSoup object :rtype: string :return: The offer address """ try: address = html_parser.find(class_="address-text").text except AttributeError: return else: ...
def receptor_expression(receptor_abundance, endo, kRec, sortF, kDeg): """ Uses receptor abundance (from flow) and trafficking rates to calculate receptor expression rate at steady state. """ rec_ex = (receptor_abundance * endo) / (1.0 + ((kRec * (1.0 - sortF)) / (kDeg * sortF))) return rec_ex
def _matches_app_id(app_id, pkg_info): """ :param app_id: the application id :type app_id: str :param pkg_info: the package description :type pkg_info: dict :returns: True if the app id is not defined or the package matches that app id; False otherwize :rtype: bool """ ...
def validate_products_data(data): """validate product details""" try: # check if description is empty if data["description"] is False: return "product description required" # check if product description has content elif data["description"] == "": retu...
def fizz_buzz_function(number): """_summary_ Args: number (_type_): _description_ """ if number % 3 == 0: if number % 5 == 0: return 'FizzBuzz' return 'fizz' if number % 5 == 0: return 'buzz' return number
def in_between(now, start, end): """Determine timing for schedules.""" if start <= end: return start <= now < end return start <= now or now < end
def get_update_old(d_included): """Parse a dict and returns, if present, the post old string :param d_included: a dict, as returned by res.json().get("included", {}) :type d_raw: dict :return: Post old string. Example: '2 mo' :rtype: str """ try: return d_included["actor"]["subDesc...
def singularize(word): """ A poor replacement for the pattern.en singularize function, but ok for now. """ units = { "cups": u"cup", "tablespoons": u"tablespoon", "teaspoons": u"teaspoon", "pounds": u"pound", "ounces": u"ounce", "cloves": u"clove", ...
def _contains_date(format): """ Check if a format contains tokens related to date. :param format: :type format: str :return: True if format contains tokens related to date, false otherwise. :rtype: boolean """ part_of_date_tokens = "aAwdbBmyYjUW" for token in part_of_date_tokens: ...
def values(var_list): """Takes in a list of variables and returns a list of those variables' values.""" return [v.value for v in var_list]
def _check_brackets(term): """ Check if term contains correct number of round brackets and square brackets. Parameters ---------- term: str The search term. Returns ------- bool True if term contains correct number of round brackets and square brackets, otherwise False....
def to_postorder_iterative(root: dict, allow_none_value: bool = False) -> list: """ Convert a binary tree node to depth-first post-order list (iteratively). """ node, node_list, stack = root, [], [] stack.append(node) # push root into the stack while len(stack) > 0: node = stack[-1] ...
def solution(array): """ Computes number of distinct values in an array. """ # Sets only have distinct values # and creating a set from a list has a good time complexity, as it uses hash tables return len(set(array))
def remap_clocks(ports, clock_map): """ Remaps clock dependencies of all ports and returns a new port map. Does not remap clocks for "P1" and "P2" ports. """ new_ports = { "input": set(), "clock": set(), "output": set(), } for key in ["input", "clock", "output"]: ...
def twobyte(val): """Convert an int argument into high and low bytes""" assert isinstance(val, int) return divmod(val, 256)
def PatternStrToList(pattern): """Return a list of integers for the given pattern string. PatternStrToList('531') -> [5, 3, 1] """ return [ord(p)-ord('0') for p in pattern]
def get_opposite_num(num, opposite): """get opposite number for string""" if num[0] == "-": return num[1:] if opposite and num[0] != "-": return "-" + num return num
def castlingmove(movetuples): """Determine if we have a tuple of tuples or just a simple move.""" if isinstance(movetuples[0], tuple) and isinstance(movetuples[1], tuple): return True else: return False
def strip_end_sections(text): """Strip useless parts at end (refs, see also, etc)""" References_start = text.rfind("References") See_also_start = text.rfind("See also") External_links_start = text.rfind("External links") Further_reading_start = text.rfind("Further reading") end_of_document = Re...
def scheming_field_by_name(fields, name): """ Simple helper to grab a field from a schema field list based on the field name passed. Returns None when not found. """ for f in fields: if f.get('field_name') == name: return f
def noisy_reclassifier(original_classifier, noise): """Function to reclassify the strategy""" if noise not in (0, 1): original_classifier["stochastic"] = True return original_classifier
def minimumSwaps(arr): """ 1 3 5 2 4 6 7 <= 1 5 3 2 4 6 7 1 4 3 2 5 6 7 1 2 3 4 5 6 7 """ swap, i = 0, 0 while i < len(arr): if arr[i] == (i + 1): i += 1 continue arr[arr[i] - 1], arr[i] = arr[i], arr[arr[i] - 1] swap += 1 return swap
def hypergeometric_expval(n, m, N): """ Expected value of hypergeometric distribution. """ return 1. * n * m / N
def _next_legen_der(n, x, p0, p01, p0d, p0dd): """Compute the next Legendre polynomial and its derivatives.""" # only good for n > 1 ! old_p0 = p0 old_p0d = p0d p0 = ((2 * n - 1) * x * old_p0 - (n - 1) * p01) / n p0d = n * old_p0 + x * old_p0d p0dd = (n + 1) * old_p0d + x * p0dd return p...
def _test_suite_name_aliases(suiteName): """Cope with the test result naming convention change in #2195. If the given suiteName has path info, return it and its leaf name. Otherwise just return suiteName. """ if '-' in suiteName: return (suiteName, suiteName[1+suiteName.rfind('-'):]) ...
def _full_table_name(schema_name, name): """ Return the full name of a table, which includes the schema name. """ return "{}.{}".format(schema_name, name)
def _convert_to_args(sig, args, kwargs): """ Given the signature of a function, convert the positional and keyword arguments to purely positional arguments. """ new_args = [] for i, param in enumerate(sig): if param in kwargs: # first check if the name is provided in the keyw...
def build_essential_plots(lr: float, batch_size: int, eval_metric: str, eval_metric_color: str) -> list: """Create a list of plot definitions for the trainer to build from dumped logs. The plots included here correspond to the training loss and the performance on dev. :param lr: learning rate value :pa...
def human_range_to_slice(from_val=None, to_val=None): """ Prepare a human from - to range (including from, including to) for a python slice """ if from_val: from_val -= 1 if to_val: to_val += 1 return dict(slice_i=from_val, slice_j=to_val)
def part2(input): """ The scanner will be in pos0 every range*2 picoseconds, and the pkg will be at layer[depth] after exactly [depth] picoseconds. Thus we can find out the smallest delay such that for each layer, delay + depth != n * (range-1) * 2, where n can be any number. This works for the gi...
def _validate_int(value, content): """Return parameter value as an integer. :param str value: The raw parameter value. :param dict content: The template parameter definition. :returns: int """ try: original = str(value) value = int(value) except (ValueError, UnicodeEncodeErro...
def _list_cpes(nodes): """List all CPEs from configurations.nodes of NVD object Node objects has nested CPEs with logical combinations. """ def eval_eq(eq): if 'children' in eq: return [cpe for child in eq['children'] for cpe in eval_eq(child)...
def todosIguales(list): """Retorna si todos los elementos de la lista son iguales o si esta vacia""" return not list or list == [list[0]] * len(list) # return False if not list == [list[0]] * len(list) else True
def change_name_hash(name, digest): """Change name from prefix_uuid to prefix_digest.""" name = name.split('_') name[-1] = digest return '_'.join(name)
def get_instance_name_to_id_map(instance_info): """ generate instance_name to instance_id map. Every instance without a name will be given a key 'unknownx', where x is an incrementing number of instances without a key. """ instance_name_to_id = {} unknown_instance_count = 0 for instance_id ...
def _resample_params(N, samples): """Decide whether to do permutations or random resampling Parameters ---------- N : int Number of observations. samples : int ``samples`` parameter (number of resampling iterations, or < 0 to sample all permutations). Returns ------...
def can_be_token(text): """ checks entered text can be a token :param text: :return: """ # todo 0.2.2: can we use jwt package itself for check? if len(text) > 0: return True return False
def score_to_scorestring(score): """ Converts score to the score string. """ fill_depth = 10 return str(score).zfill(fill_depth)
def determine_perc(time, period, width): """ Models a rise time of width/2 followed immediately by a fall time of width/2 Each instance is separated by (period - width) milliseconds """ cur_time = time%period if cur_time < width//2: return float(cur_time)/(width/2) elif cur_t...
def _sort(peptide): """Sort the residues of a peptide""" return "".join(sorted(peptide))
def _parse_bool_default_value(property_name, default_value_string): """Parse and return the default value for a boolean property.""" lowercased_value_string = default_value_string.lower() if lowercased_value_string in {"0", "false"}: return False elif lowercased_value_string in {"1", "true"}: ...
def get_source_files(source_ID, sofia_dir_path, name_base): """Return the full path of the files for a given source generated by SoFiA. The source ID is equivalent to the ID in the catalog generated by SoFiA. This code is minimalistic, and works on a 'standard' output of SoFiA see the code for the ...
def build_obj_trailer(): """Add closing elements to object""" ret = '' ret += f'</div>\n' ret += f'</pre>\n</div>\n' return ret
def range_overlap(a_min, a_max, b_min, b_max): """Neither range is completely greater than the other.""" return (a_min < b_max) and (b_min < a_max)
def hexify(i, digits=4): """ convert an integer into a hex value of a given number of digits""" format_string = "0%dx" % digits return format(i, format_string).upper()
def drop_entries_on_failure(values): """ if we failed we drop the folowing sections Failure may happen late in the log, so we may still end up parsing them """ if "exit" in values: if values["exit"] != 0: for sections in [ # all the statistical values are not rele...
def parameter_types(default_parameters): """ Convert a set of parameters into the data types used to represent them. Returned result has the same structure as the parameters. """ # Recurse through the parameter data structure. if isinstance(default_parameters, dict): return {key: paramet...
def cut(string, l): """ Cut a string and add ellipsis if it's too long. """ if len(string) <= l: return string return string[:l-3]+"..."
def check_not_finished_board(board: list): """ Check if skyscraper board is not finished, i.e., '?' present on the game board. Return True if finished, False otherwise. >>> check_not_finished_board(['***21**', '4?????*', '4?????*',\ '*?????5', '*?????*', '*?????*', '*2*1***']) False >>> check...
def isPalindrome(n): """ n: an str output: True if the str is a palindrome """ aString = str(n) length = len(aString) for i in range(int(length / 2)): if aString[i] != aString[length - i - 1]: return False return True
def saturation(p): """ Returns the saturation of a pixel, defined as the ratio of chroma to value. :param p: A tuple of (R,G,B) values :return: The saturation of a pixel, from 0 to 1 """ max_c = max(p) min_c = min(p) if max_c == 0: return 0 return (max_c - min_c) / float(max_...
def findFunctionsDictionary(controlDictLines): """ This method will find functions dictionary in the controlDict """ for line in controlDictLines: if line.startswith("functions"): return (True, controlDictLines.index(line) + 2) return [False, controlDictLines.count]
def dimension(rank): """Returns the dimension of the spherical harmonics basis for a given rank. """ return (rank + 1) * (rank + 2) / 2
def is_hue_admin(user): """ Hue service super user. Can manage global settings of the services used by all the organization. Independent of ENABLE_ORGANIZATIONS. """ return hasattr(user, 'is_superuser') and user.is_superuser
def count_upper(s): """ Given a string s, count the number of uppercase vowels in even indices. For example: count_upper('aBCdEf') returns 1 count_upper('abcdefg') returns 0 count_upper('dBBE') returns 0 """ count = 0 for i in range(0, len(s), 2): if s[i] in "AEIOU": ...
def string_ancilla_mask(location, length): """Returns a bit string with a 1 in a certain bit and the 0 elsewhere. Parameters ---------- location : int location of the bit which should be set to '1' in the mask length : int length of string in the mask Returns ------...
def vt_calc(m,Vdc): """Inverter terminal voltage - Phase A/B/C""" return m*(Vdc/2)
def combine_dict(list_dict): """ Combine type function. Combines list of dicts into a single dict. Assumes keys don't clash :param list_dict: list of lists :return: single list """ return_dict = {} for res in list_dict: return_dict = {**return_dict, **res} return return_dict
def sum_box(box1, box2): """ return the sum of two bounding boxes """ return tuple(tuple(sum(offs) for offs in zip(dim[0], dim[1])) for dim in zip(box1, box2))
def count_good_days(records): """A "good" day is a day when the user brought lunch""" return sum(1 for record in records if record["did_bring_lunch"])
def get_min_max(ints): """ Return a tuple(min, max) out of list of unsorted integers. Args: ints(list): list of integers containing one or more integers """ n = len(ints) if n == 0: return (None, None) low, high = ints[0], ints[1] if low > high: high, low = low,...
def get_statements(c=None, pageNumber=None, pageSize=None, keywords=None, semgroups=None): """ get_statements Given a list of [CURIE-encoded](https://www.w3.org/TR/curie/) identifiers of exactly matching concepts, retrieves a paged list of concept-relations where either the subject or object concept matches...
def b(s): """Impacket PY2/3 compat wrapper""" return s.encode("latin-1")
def get_desired_asg_count(topic_list, max_size): """Create the asg count to use as a string. Arguments: topic_list (array): The topics to use max_size (string): The max size of the asg """ min_number = min(int(max_size), len(topic_list)) return str(min_number)
def get_fqn(the_type): """Get module.type_name for a given type.""" module = the_type.__module__ name = the_type.__qualname__ return "%s.%s" % (module, name)
def transpose_inds(inds, nrow, ncol): """Given a set of flattened indices into an array of shape (nrow,ncol), return the indices of the corresponding elemens in a transposed array.""" row_major = inds row, col = row_major//ncol, row_major%ncol return col*nrow + row
def get_issue_list(summary, threshold = 0.05) -> str: """Returns a list of potential issues checking against a deviation threshold""" issues = [] if summary['invalid_rate'] >= threshold: issues.append('invalid_rate') if summary['missing_rate'] >= threshold or summary['missing_rate'] <= -threshol...
def angle_difference(a1, a2): """ return the difference in angle between two angles in range [0, 180] """ abs_diff = abs(a1 - a2) return min(abs_diff, 360 - abs_diff)
def abs_hist(data): """Returns x and y for bar-plot representing absolute histogram of the input list data""" hist_dict = dict() # Initialize dictionary for every class of elements in list classes = set(data) for element in classes: hist_dict[element] = 0 # Count the instances for ...
def find_substr_itimes(_str, _substr, i): """ find the location of the substr appered i times in str :param _str: :param _substr: :param i: :return: """ count = 0 while i > 0: index = _str.find(_substr) if index == -1: return -1 else: _...
def calc_cost(distance): """ distance = 1; answer = 1 distance = 2; answer = 3 (distance + 1) * (distance / 2) distance = 3; answer = 6 distance = 4; answer = 10 (distance + 1) * (distance / 2) distance = 5; answer = 15 distance = 6; answer = 21 (distance + 1) * (distance / 2) """ if...
def float_or_none(val, default=None): """ Arguments: - `x`: """ if val is None: return default else: try: ret = float(val) except ValueError: ret = default return ret
def markdownify_objectid(objectid): """ """ objectid_markdown = '[{}](/{})'.format( objectid, objectid ) return objectid_markdown
def multiplicative_schedule( initial_temperature, current_iteration, cooling_factor=10, **kwargs ): """Computes the current temperature using the multiplicative schedule formula, which is a function of the number of iterations and the initial temperature. The current temperature is equal to. .. mat...
def merge(line): """ Helper function that merges a single row or column in 2048 """ new_line = [] merge_line = [] merged = False indx2 = 0 for indx1 in range(len(line)): new_line.append(0) for indx1 in range(len(line)): if (line[indx1] != 0): ...
def previus_day(day,month,year): """ day: Int month: Int year: Int """ if(day>1): return (day-1,month,year) elif(month>1): return (0,month-1,year) else: return (0,0,year-1)
def is_power2(n): """Check if an integer is a power of 2.""" return bool(n and not n & (n - 1))
def newton(f, x, eps, nitermax=1000): """ Newton method to solve f(x)=0 the algorithm is stopped when |f(x)| < eps """ xold = x+2*eps f_x, df_x = f(x) niter = 0 while abs(f_x) > eps and abs(x-xold) > eps and niter < nitermax: xold = x x -= f_x/df_x f_x, df_x = f(x...
def arithmetic_series_dp(n): """Arithmetic series by bottom-up DP. Time complexity: O(n). Space complexity: O(n) """ T = [0 for _ in range(n + 1)] T[0] = 0 T[1] = 1 for k in range(2, n + 1): T[k] = k + T[k - 1] return T[n]
def vi_g_action(vi_cmd_data): """This doesn't do anything by itself, but tells global state to wait for a second action that completes this one. """ vi_cmd_data['motion_required'] = True # Let global state know we still need a second action to complete this one. vi_cmd_data['is_digraph_...
def split_data_target(dataset): """Split the input CSV files into X, y vectors for sklearn implementations. Args: dataset (list): List of list of floats. [ [0...n - 1]: X, feature vector [-1]: y, label ] Returns: tuple: (X, y) for skl...
def parse_custom_data(custom_str): """Parse SCOUT_CUSTOM info field Input: "key1|val1,key2|val2" Output: [ ["key1","val1"], ["key2", "val2"] ] """ pair_list = [] for pair in custom_str.split(","): pair_list.append(pair.split("|")) return pair_list
def __digit(value): """ Converts hex to digit """ return int(value, 16)
def getSlotFromCardName(cardName): """ cardName is expected to be of the form 'gem-shelfXX-amcYY' where XX & YY are integers """ slot = (cardName.split("-")[2]) slot = int(slot.strip("amc")) return slot
def split_rules_and_strings(arr): """ Given a list of strings, representing the rules and the query strings, split the rules and strings into a dictionary and a list for further use. :param arr: A list of strings. :return: A tuple of dict and list representing the ruleset and th...
def get_info_cls(value, base_class='col-md-7'): """Return info element class""" c = base_class if value == '': c += ' text-muted' return c
def to_camel_case(snake_case): """ Convert snake_case string to camelCase :param snake_case: snake_case string to convert :type snake_case: str :return: camelCase string :rtype: str """ words = snake_case.split('_') return words[0] + ''.join(x.capitalize() for x in words[1:])
def find_duplicates(arr1, arr2): """ differing sizes >= ints sorted unique ints in each arr arr1 = [1, 2, 3, 5, 6, 7], arr2 = [3, 6, 7, 8, 20] # Brute force - - iterative - quadratic # Idea - Sets {1, 2, 3, 5, 6, 7} [3] {3, 6, 7} = [3, 6, 7] S = smaller arr...
def disjoin(functions, *args, **kwargs): """Returns True if any of the component functions return True.""" for f in functions: if f(*args, **kwargs): return True return False
def falling(n, k): """ Compute the falling factorial of n to depth k. >>> falling(6, 3) # 6 * 5 * 4 120 >>> falling(4, 0) 1 """ "*** YOUR CODE HERE ***" prod = 1 while k > 0: prod *= n k -= 1 n -= 1 return prod