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def array_reverse(input_list): """ Reverses the elements of the list to demonstrate a linear algorithm of reversing an array of things. :param input_list A list of objects to be reversed. :return A returned version/copy of the list. """ array_len = len(input_list) i = 0; output_list ...
def cse_ticker_to_webmoney(cse_ticker: str): """ Parameters: cse_ticker - cse ticker name Returns: webmoney_ticker - ticker that can be looked up in webmoney """ return f"{cse_ticker}:CNX"
def _item_type(item): """Indicate to the ODF reader the type of the block or text.""" tag = item['tag'] style = item.get('style', None) if tag == 'p': if style is None or 'paragraph' in style: return 'paragraph' else: return style elif tag == 'span': i...
def point_to_segment_orientation(segment, point): """Returns True if `point` is clockwise oriented in regards of `segment`""" xp, yp = point ((x0, y0), (x1, y1)) = segment cross_product = (x1 - xp) * (y0 - yp) - (x0 - xp) * (y1 - yp) return cross_product > 0
def deduplicate(mylist): """Remove duplicates while otherwise maintaining order""" return list(dict.fromkeys(mylist))
def is_convergence_error(error_code): """Return True if the error code indicates a convergence error.""" return error_code in {119, 120, 121, 122}
def apk(actual, predicted, k=3): """ Source: https://github.com/benhamner/Metrics/blob/master/Python/ml_metrics/average_precision.py """ if len(predicted) > k: predicted = predicted[:k] score = 0.0 num_hits = 0.0 for i, p in enumerate(predicted): if p in actual and p not in p...
def convert_TriMap_to_SelectedLEDs( best_led_config ): """ Returns a lookup dict of the selected LEDs. """ d = {} for tri_num in best_led_config: for led_num in best_led_config[tri_num]: d[led_num] = True return d
def rle(seq): """ Create RLE """ run = [] run.append(seq[0]) howmany = 1 for index in range(1, len(seq)): if seq[index] == run[-1]: howmany += 1 elif seq[index] != run[-1] and howmany != 1: run.append(str(howmany)) howmany = 1 run.appen...
def pad_truncate_list(x_list, maxlen): """ pad and truncate input to maxlen based on trucating and padding strategy :param x_list:e.g. [1,10,3,5,...] :return:result_list:a new list,length is maxlen """ result_list=[0 for i in range(maxlen)] length_input=len(x_list) if length_input>maxlen...
def palindrome_5(word_1: str, word_2: str) -> bool: """ O(n^2) :param word_1: :param word_2: :return: if is or not a palindrome """ word_1_list = list(word_1) word_2_list = list(word_2) word_1_list.sort() word_2_list.sort() pos = 0 matches = True while pos < len(...
def filter_properties(properties, message): """ Move properties that have "message" in their description out of "properties" into "removed_properties" """ filtered_properties = [] removed_properties = [] for property in properties: if message in property["description"]: r...
def extract_hashtags(tweet): """ (str) -> list of str Precondition: 1 <= len(tweet) <= 140 Return a list of string containing all of the unique hashtags in the tweet. >>> extract_hashtags('I love #autumn, #Fall and want to #fall') ['autumn', 'Fall', 'fall'] >>> extract_hashtags('...
def to_bytes(number, length=None, endianess='big'): """Will take an integer and serialize it to a string of bytes. Python 3 has this, this is originally a backport to Python 2, from: http://stackoverflow.com/a/16022710/15677 We use it for Python 3 as well, because Python 3's builtin version need...
def get_channels(channels_file): # pragma: no cover """Returns the authorized channels your channels config file.""" try: with open(channels_file, "r") as channels_file: return [line.strip() for line in channels_file.readlines()] except IOError: return []
def countHostBits(binaryString): """ This will calculate the number of host bits in the mask """ # count the number of 0s in the subnet string return binaryString.count('0')
def ek_WT_RPR(cell): """ Returns the WT-RPR reversal potential (in mV) for the given integer index ``cell``. """ reversal_potentials = { 1: -87.4, 2: -92.1, 3: -96.1, 4: -93.1, 5: -106.1 } return reversal_potentials[cell]
def Linspace(start, stop, n): """Makes a list of n floats from start to stop. Similar to numpy.linspace() """ return [start + (stop-start) * float(i)/(n-1) for i in range(n)]
def subplots_number(nts): """ Determine the number and distribution of the subplots when representing the scatterplot Sp_targetvs Sp_decoys based on precursor nucleotide lengths """ lengths = len(nts) if lengths <= 4: rows, columns = 2, 2 elif 5 <= lengths <= 6: rows, columns...
def human2bytes(s): """ >>> human2bytes('1M') 1048576 >>> human2bytes('1G') 1073741824 """ symbols = ('Byte', 'KiB', 'MiB', 'GiB', 'T', 'P', 'E', 'Z', 'Y') import re num = re.findall(r"[0-9\.]+", s) assert (len(num) == 1) num = num[0] num = float(num) for i, n in enum...
def __create_help_description(indent, options, long_descriptions): """ Create a description that is shown for the help option. :param indent: How much to indent the description. :type indent: str :param options: The available options. :type options: list :param long_descriptions: Long descr...
def str2intlist(s, repeats_if_single=None, strict_int=True): """Parse a config's "1,2,3"-style string into a list of ints. Also handles it gracefully if `s` is already an integer, or is already a list of integer-convertible strings or integers. Args: s: The string to be parsed, or possibly already an (lis...
def _TransformOperationType(metadata): """Extract operation type from metadata.""" if 'operationType' in metadata: return metadata['operationType'] elif 'graph' in metadata: return 'WORKFLOW' return ''
def get_required_distance(W, sigma_det, wav): """ Calculate the propagation distance required to satisfy sampling conditions. :param W: approximate feature size [m] :param sigma_det: propagated plane (detector) pixel size [m] :param wav: source wavelength [m] :returns zreq: required distance ...
def column_letter_to_number(column_letter): """ Converts letter to integer :param column_letter: String that represents a column in spreadsheet/Excel styling :return: Integer that represents column_letter """ # https://stackoverflow.com/questions/7261936/convert-an-excel-or-spreadsheet- # c...
def _font_size(rack_size): """ Font size (for a draft) """ if rack_size <= 32: return '100' elif rack_size > 32 and rack_size <= 42: return '75' else: return '50'
def _pack_geom_into_dict(lgt, hgt, dx, dy, ch, th, orad, irad, cang, crad, omaj, ominr, imaj, iminr, i1loc): """Return a dictionary for geometric data.""" geo = { "length": lgt, "height": hgt, "dx": dx, "dy": dy, "chord": ch, "thi...
def longest_common_sub_sequence(a, b): """ http://www.geeksforgeeks.org/ dynamic-programming-set-4-longest-common-subsequence/ """ def get_max(x, y): """ if lengths are the same, return the lexicographically earliest """ if len(x) == len(y): return min(x, ...
def dayDiff(newdate, olddate): """Return number of days between usec dates""" return int(round((newdate - olddate) / float(86400000000)))
def _realname(name): """Basically a filter to get the 'real' name of a node""" if name == 'master': return 'saltmaster' else: return name
def is_leap_year(year): """ Helper function for get_timestamp. :param year: The year. :returns True if the year is a leap year. """ year = int(year) if(year%400) ==0: leap=1 elif (year%100) == 0: leap = 0 elif (year%4) == 0: leap = 1 else: leap = 0 return leap
def createMotionDataDict(labels,data): """Creates an array of motion capture data given labels and data. Parameters ---------- labels : array List of marker position names. data : array List of xyz coordinates corresponding to the marker names in `labels`. Indices of `data` correspond to frames i...
def create_set_state_payload(context: str, state: int): """Create and return "setState" dictionary to send to the Plugin Manager. Args: context (str): An opaque value identifying the instance's action you want to modify. state (int): A 0-based integer value representing the state of an action w...
def name_indexes(name): """ Return indexes of name. """ indexes = name.split('.') if len(indexes) == 0: indexes = [] else: indexes = indexes[1:] return [ int(i) for i in indexes ]
def parse(query: str) -> str: """ Parse URL query into correct SQL syntax. :param query: SQL query pulled from URL argument. :return: Parsed query converted to valid SQL syntax. """ query_split = query.split("+") return " ".join(query_split)
def cast_vals_to_set(d: dict): """Maps the values of a nested dictionary to a set of strings.""" for key, value in d.items(): if isinstance(value, dict): cast_vals_to_set(value) else: d[key] = set(value) return d
def fits_column_format(format): """Convert a FITS column format to a human-readable form. Parameters ---------- format : :class:`str` A FITS-style format string. Returns ------- :class:`str` A human-readable version of the format string. Examples -------- >>> f...
def hex_nring(npix): """ For a hexagonal layout with a given number of pixels, return the number of rings. """ test = npix - 1 nrings = 1 while (test - 6 * nrings) >= 0: test -= 6 * nrings nrings += 1 if test != 0: raise RuntimeError( "{} is not a vali...
def parse_fragment(fragment_string): """Takes a fragment string nd returns a dict of the components""" fragment_string = fragment_string.lstrip('#') try: return dict( key_value_string.split('==')[0].split('=') for key_value_string in fragment_string.split('&') ) ...
def get_dict_column(column, dict_list): """ Return data dictionary for search column """ for d in dict_list: if d['column'] == column: return d
def fieldName(name): """return acceptable field name from string """ Fname = name[0:8] # Correct length <9 for char in ['.', ' ', ',', '!', '@', '#', '$', '%', '^', '&', '*']: if char in Fname: Fname = Fname.replace(char, "_") return Fname
def reflect(data, num_bits): """Reflect a number by bit positions.""" reflection = 0x0 for bit in range(num_bits): if data & 0x1: reflection = reflection | (1 << (num_bits - 1 - bit)) data = data >> 1 return reflection
def sum_series(n, a=0, b=1): """TO RETURNS THE nth VALUE OF THE SUM_SERIES.""" # 0, 1, 1, 2, 3, 5, 8, 13, 21 sum = [a, b] if n < 0: print('The number cannot be negative.') return('The number cannot be negative.') elif n > 999: print('The number is too big. Please enter a numb...
def typeof(variate): """ Detect the type of a variable. """ var_type = None if isinstance(variate, int): var_type = 'int' elif isinstance(variate, str): var_type = 'str' elif isinstance(variate, float): var_type = 'float' elif isinstance(variate, list): va...
def _tryConvertToInt(s): """ Try convert value from `s` to int. Returns: int(s): If the value was successfully converted, or `s` when conversion failed. """ try: return int(s) except ValueError: return s
def multiply_factors(l): """ Multiplies discovered prime factors of n Returns: int """ v = 1 for x in l: v *= x return v
def euclid(val0, val1): """ Compute greatest common divisor using Euclid algorithm """ if val1 == 0: return val0 return euclid(val1, val0 % val1)
def _gr_remove_ ( graph , remove ) : """Remove points that do not satisfy the criteria >> graph = ... >>> graph.remove ( lambda s : s[0]<0.0 ) """ old_len = len ( graph ) removed = [] for point in graph : if remove ( *graph [ point ] ) : removed.append ( point ) ...
def f(N1, N2, Vg1, Vg2, Ec1, Ec2, Cg1, Cg2, Ecm, e): """ Parameters ---------- N1 : Int Number of electrons on dot 1. N2 : Int Number of electrons on dot 1. Vg1 : Float Voltage on gate 1. Vg2 : Float Voltage on gate 2. Ec1 : Float Charging energy ...
def longest_common_substring(s1,s2): """Returns longest common substring of two sequences.""" # Make sure that s1 is the shorter one if len(s1) > len(s2): # If s1 was shorter, then switch sequence order s1, s2 = s2, s1 # Start with the entire sequence and shorten substr_len = len(s1) # D...
def expScale(initVal, exp): """ Applies an exponent exp to a value initVal and returns value. Will work whether initVal is positive or negative or zero. """ val = initVal if val > 0: val = val ** exp if val < 0: val *= -1 val = val ** exp val *= -1 return ...
def step_select(seq,step): """ Given a sequence select return a new sequence containing every step'th item from the original. """ if seq: return [x for i,x in enumerate(seq) if i % step == 0] else: return seq
def _is_str(candidate): """Returns whether a value is a string.""" return isinstance(candidate, str)
def clip_black_by_luminance(color, threshold): """If the color's luminance is less than threshold, replace it with black. color: an (r, g, b) tuple threshold: a float """ r, g, b = color if r+g+b < threshold*3: return (0, 0, 0) return (r, g, b)
def calc_idf_two(docs): """Calculates the df scores based on the corpus""" terms = set() for doc in docs: for term in doc: terms.add(term) idf = {} for term in terms: term_count = 0 doc_count = 0 for doc in docs: doc_count += 1 ...
def leading_digit(x): """Get the first digit in a positive number Args: x (float): POSITIVE float Returns: int: one digit from 1 to 9 """ # loop until you get the leading digit while x >= 10: x //= 10 return x
def gen_section(items, override=None, section='', sep='=', ident=0): """generate a section's content""" ret_list = [] if section: ret_list += ['\n%s[%s]' % (' '*ident*2, section)] if items: if isinstance(items, (tuple, list)) or (override in {list, tuple}): for d in items: ...
def empty_as_none(v): """Convert empty string into null""" if (not v) and (v == ''): return None else: return v
def name_matches(texnode, names): """ Returns True if `texnode`'s name is on one of the names in `names`. """ if hasattr(texnode, 'name') and texnode.name in names: return True else: return False
def strip(lines): """ Strip whitespace from input lines """ return [x.strip() for x in lines]
def extract_suff_from_keywords(keywords, given_arglist, separator=""): """Extract list of keywords starting with a suffix assuming they all start with a string belonging to a given list of args. Attributes keywords: list of str Input keywords to analyse given_arglist: list o...
def is_isbn_or_key(word): """ """ isbn_or_key = 'key' if len(word) == 13 and word.isdigit(): isbn_or_key = 'isbn' short_word = word.replace('-', '') if '-' in word and len(short_word) == 10 and short_word.isdigit: isbn_or_key = 'isbn' return isbn_or_key
def remove_blank(x): """creating a function to remove the empty words""" if(x != ""): return(x)
def get_strand_word(hsp_hit_frame): """Take a frame (for a translation of a DNA sequence) and return 'plus' or 'minus' depending on which strand the frame corresponds to. """ if hsp_hit_frame > 0: return 'plus' else: return 'minus'
def count_motif(motifs): """Count the number of nucleotides (4 types: ACGT) column wise from a motifs matrix. Args: motifs (list): list of DNA strings, stack to constitute of the motifs matrix in genome. Returns: Dictionary, the count of each nucleotides in each column of the motifs matrix...
def bubble_sort(items): """Sort given items by swapping adjacent items that are out of order, and repeating until all items are in sorted order. Running time: O(n**2) because it passes through n/2 (on average) elements n-1 times, which simplifies to n elements n times, n**2 Memory usage: O(1), a...
def apk(actual, predicted, k=10): """ Computes the average precision at k. This function computes the average prescision at k between two lists of items. Parameters ---------- actual : list A list of elements that are to be predicted (order doesn't matter) predicted : list ...
def pair(a, b): """Holds a pair of points. Gets appended to the list of used points.""" if a < b: return str(a) + "-" + str(b) else: return str(b) + "-" + str(a)
def ipc_ok_response(resp_data): """Make OK response.""" response = ("ok", resp_data) return response
def _coverage_copts(configuration): """Returns `swiftc` compilation flags for code converage if enabled. Args: configuration: The default configuration from which certain compilation options are determined, such as whether coverage is enabled. This object should be one obtained from a rule's `c...
def output_impedance(session, Type='Real64', RepCap='', AttrID=1250004, buffsize=0, action=['Get', '']): """[Output Impedance <real64>] Sets/Gets the output impedance on the specified channel. Valid values are 0.0, 50.0 and 75.0 Ohms. A value of 0.0 indicates that the instrument is connected to a high impe...
def ping(data_type, event_type, ping_data=None): """ Construct a 'PING' message to send either a 'PING_REQUEST' or 'PING_RESPONSE' to the server. :param data_type: int the RTMP datatype. :param event_type: int the type of message you want to send (PING_REQUEST = 6 or PING_RESPONSE = 7). :param ping_...
def concat_shift_indices(n, shift): """Returns the concat expression of the bits at shift (shift). Args: n: An integer, the number of bits in the bit-string shift: An integer, the nested shift we're at. """ concats = [f"shl_{shift}_0"] for i in range(1, n): rhs = concats[i - 1] concat = ["(co...
def Extract_Deltas_from_Eigenvalues(l, Q, R): """ Maps eigenvalues to delta values. """ return 2 - 2.0 / R * l * Q
def green(msg: str) -> str: """Return green string in rich markup""" return f"[green]{msg}[/green]"
def get_lonlat_list(location): """Helper to return a list of lonlat tuples of coordinates in a location""" lonlat_list = [] if hasattr(location, "lon") and hasattr(location, "lat"): lonlat_list.append((location.lon, location.lat)) if hasattr(location, "point"): lonlat_list.append((locati...
def maskify(cc: str) -> str: """Returns masked string.""" keep = cc[-4:] return "#"*(len(cc)-len(keep)) + keep
def get_column(desthead, headrow): """ Search the display column heads in headrow :return: the colmun's number in headrow, so that dispaly the required values in html """ dest_column_numbers = [] m = len(desthead) n = 0 while n != m: i = 0 for j in headrow: i...
def normalize_classname(classname): """Ensure the dot separated class name (zinc reported class not found may use '/' separator)""" return classname.replace("/", ".")
def isBool(value): """ Helper function to detect if a value is boolean """ if value != "": if isinstance(value, bool): return True else: return False else: return False
def parse_modes(params, mode_types=None, prefixes=''): """Return a modelist. Args: params (list of str): Parameters from MODE event. mode_types (list): CHANMODES-like mode types. prefixes (str): PREFIX-like mode types. """ # we don't accept bare strings because we don't want to ...
def parse_distance(distance): """parse comma delimited string returning (latitude, longitude, meters)""" latitude, longitude, meters = [float(n) for n in distance.split(',')] return (latitude, longitude, meters)
def num2row(num: int): """ Get the alpha column string from the index. - 1 -> A - 26 -> Z - 27 -> AA - 52 -> AZ - etc """ if num < 1: raise ValueError("Cannot convert num to column, num is too small.") col = "" while True: if num > 26: num, r = div...
def add_tesla_checksum(msg_id, msg): """Calculates the checksum for the data part of the Tesla message""" checksum = ((msg_id) & 0xFF) + int((msg_id >> 8) & 0xFF) for i in range(0, len(msg), 1): checksum = (checksum + ord(msg[i])) & 0xFF return checksum
def mapPoint(number, start1, stop1, start2, stop2): """ This method maps the number number between start2 and stop2 with the same ratio it had between start1 and start2. @:param number: is the mapped number @:param start1: is the lowest value of the range in which number is @:param stop1: is the hig...
def camelize(snake_case: str) -> str: """this_case_word -> ThisCaseWord""" parts = snake_case.split("_") if not parts: return snake_case if any(x == "" for x in parts): raise ValueError( f"Can't camelize {snake_case}." " It probably contains several consecutive un...
def checkBcv(bcv): """Check that a bcv is valid. Valid syntax: BBCCVV BBCCVV-vv BBCCVV-ccvv BBCCVV-BBccvv """ if len(bcv) == 6: return True elif len(bcv) == 9: return bcv[4:6] < bcv[7:9] elif len(bcv) == 11: return bcv[2:4] < bcv[7:9] o...
def all_same(items): """Takes list and checks if all the elements in said list are the same, returning True if so""" return all(map(lambda x: x == items[0], items))
def filter_color(color): """ jinja2 template filter for color conversion to CSS text :param color: color as 3/4 items tuple/list, or as hex color like '#aabbcc' or 'aabbcc' :return: :str: css color """ if (type(color) is list) or (type(color) is tuple): rgb = [str(int(x)) for x in color...
def int2base(x, base, width=0): """ Method to convert an int to a base Source: http://stackoverflow.com/questions/2267362 """ import string digs = string.digits + string.ascii_uppercase assert(2 <= base <= len(digs)) digits, negtive = '', False if x <= 0: if x == 0: ...
def getAliasString(emailList): """ Function to extract and return a list (String, comma separated) of Mamga aliases from provided email list """ # Gosh, this wants to be a function of module MailServer toAlias = '' for toAdd in emailList: toA = toAdd.split('@molten-magma.com...
def GetNameForCustom(custom_cpu, custom_memory_mib, ext=False): """Creates a custom machine type name from the desired CPU and memory specs. Args: custom_cpu: the number of cpu desired for the custom machine type custom_memory_mib: the amount of ram desired in MiB for the custom machine type instance...
def bfs_shortest_path(graph, start, end): """ a generic bfs search algo """ def _bfs_paths(graph, start, end): # bfs using a generator. should return shortest path if any for an iteration queue = [(start, [start])] while queue: (vertex, path) = queue.pop(0) f...
def populate_usr_pref_dict(user_pref_lst : list, shows : list): """ Pass in list of user preferences [show, rating] and list of shows. Return dictionary with show as key and rating as value and list of shows not found. """ dictionary = {} not_found = [] for row in user_pref_lst: if row[0] i...
def serialize_tipo_inmueble(tipo_inmueble): """ // '#/components/schemas/tipoInmueble' """ if tipo_inmueble: return { "clave": tipo_inmueble.codigo, "valor": tipo_inmueble.tipo_inmueble, } return {"clave":"OTRO","valor":"No aplica"}
def idna_encode(string): """Encode a string as ASCII using IDNA so that it is a valid part of a URI See RFC3490. :param string: str :returns: ASCII string """ return string.encode('idna').decode('ascii')
def is_triangular(k): """ k, a positive integer returns True if k is triangular and False if not """ #YOUR CODE HERE i = 0 currentSum = 0 while currentSum < k: i += 1 currentSum += i if k == currentSum: return True return False
def list_bins(l, bins): """Takes some list l and breaks it up into bins""" n = float(len(l)) / bins return [l[int(n * i):int(n * (i + 1))] for i in range(bins)]
def j2HasProfilometries(platePluggings): """Return true if a plate has profilometry measurements @param[in] platePluggings, list of plate plugging dictionaries (as returned by utils.getPluggingDict) """ profs = [len(x.profilometries) for x in platePluggings] return sum(profs) > 0
def accum(s): """ The parameter of accum is a string which includes only letters from a..z and A..Z. """ output = "" for i in range(len(s)): output += (s[i] * (i+1)) + "-" return output.title()[:-1]