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def is_kw_matched(single_word, kw_list, kw_count=1): """ Checks to see if there are any keywords in the single word and returns a boolean Args: single_word: String to be examined for keywords kw_list: List of strings to look for inside the single word kw_count: Minimum Number of...
def v_first_option(options): """ Return the first value in a menu-select options structure. This is useful when you create an options structure and you want the first item as the placeholder or the default selected value. Parameters ---------- options : list[dict] The menu select o...
def build_bridge_body(bridge_dict, portid): """ Removes interface from bridge table :param bridge_dict: current bridge configuration :param interface_uri: interface uri that shall be removed :return: json object (dict) """ uri = "/rest/v1/system/ports/{}".format(portid) if uri not in bri...
def czyMur(mapObj, x, y): """Zwraca True jesli (x,y) pozycja na mapie jest murem, w.p.p. zwraca False""" if x < 0 or x >= len(mapObj) or y < 0 or y >= len(mapObj[x]): return False # (x,y) nie sa na mapie elif mapObj[x][y] in ('#'): return True # mur na drodze return False
def num_or_none(num: int) -> str: """ @brief Return a number string of a number. If the number is 0 then return '-'. For example: ``` python >>> num_or_none(1) '1' >>> num_or_none(-5) '-5' >>> num_or_none(0) '-' ``` """ if num == 0: return "-" else: ...
def mounts(prefix, __mounts): """ Compute the mountpoints of the current user. Args: prefix: Define where the job was running if it ran on a cluster. mounts: All mounts the user currently uses in his file system. Return: mntpoints """ i = 0 mntpoints = [] for mou...
def letter_parser(input_letter, num_teams): """Parses the letter input into an int a-0, b-1, c-2...""" if len(input_letter) != 1 or type(input_letter) != str: raise ValueError('Try Again! Make sure to enter a one letter alphanumeric character') value = ord(input_letter) - ord('a') if value < 0 o...
def custom_tag_string(tag_string: str) -> list: """Tag string parser.""" if not tag_string: return [] if ',' not in tag_string and ' ' not in tag_string: return [tag_string] tags = [] for i, tag in enumerate(tag_string.split(',')): tags.append(tag.strip().lower().replace(' ',...
def remove_parity_bits(data): """Removes the parity bits from the (response) data""" return bytes(b & 0x7f for b in data)
def decode(inp): """ convert the data from the sensor to 4 values :param inp: the bits read from the sensor :return: 4 values containing the temp and humidity """ res = [0] * 5 bits = [] ix = 0 try: if inp[0] == 1: ix = inp.index(0, ix) # skip to first 0 ix = inp.ind...
def _affine(nngp, W_std, b_std): """Get [co]variances of affine outputs if inputs have [co]variances `nngp`. The output is assumed to be `xW + b`, where `x` is the input, `W` is a matrix of i.i.d. Gaussian weights with std `W_std`, `b` is a vector of i.i.d. Gaussian biases with std `b_std`. Args: nn...
def knot2mph(k): """ Converts knots to miles per hour. """ if k == None: return None return k * 1.15078
def apply_function_no_tags(input_string: str, functions: list) -> str: """strips the given text and apply the given functions :param input_string: string to strip :param functions: a list of functions to apply to input_string :return: striped text """ stripped_text = '' contents = input_str...
def col_row_to_pos(col, row, m): """ Given col, row and m (number of columns) returns the corresponding position on the chess board """ return row * m + col
def remove_quotes(string): """ remove all (double) quotes""" return string.replace("'", "").replace('"', '')
def playlist_transform(s,t,compareType="Song"): """ Computes the edit distance for two playlists s and t, and prints the minimal edits required to transform playlist s into playlist t. Inputs: s: 1st playlist (format: list of (track name, artist, genre) triples) t: 2nd playlist (format...
def gen_from_source(source): """Returns a generator from a source tuple. Source tuples are of the form (callable, args) where callable(*args) returns either a generator or another source tuple. This allows indefinite regeneration of data sources.""" while isinstance(source, tuple): ...
def get_phase_left_with_startpeptide(dct, startpeptide): """ get the phase on the left with correct start peptide""" correct_ones = list() for phase_left in range(0,3): pep_phased, dna_leftover_left, dna_leftover_right = dct[phase_left] if startpeptide in pep_phased: correct_ones...
def convertKeyValueToString(dict,key) -> str: """ converts a single key value pair into a concatenated string""" if dict and key: # force cast key to string val = dict[key] valStr = str(val) keyStr = str(key) concantStr = keyStr + valStr else: concantStr = ""...
def print_list(items): """Return TeX lines of an itemize element.""" lines = [] lines.append('\\begin{itemize}\n') for item in items: lines.append('\\item ' + item + '\n') lines.append('\\end{itemize}\n') return lines
def copy(obj): """ This method will return a copy for a python primitive object. It will not work for class objects unless they implement the __init__(other) constructor """ if hasattr(obj,'copy'): o = obj.copy() else: try: o = type(obj)(other=obj) except: ...
def filter(rec, labels): """returns record with only detected objects that appear in label list""" count = 0 new_rec = { "file": rec["file"], } for label in labels: if label in rec.keys(): count += 1 new_rec[label] = rec[label] if count: return new...
def bbox_intersection(b1_coords, b1_dimensions, b2_coords, b2_dimensions): """ determine the (x, y)-coordinates of the intersection rectangle b1_coords (int, int): The origin of the bbox one b2_coords (int, int): THe origin of the bbox two b1_dimensions (int, int): The ...
def shorten_url(url): """Shortens the passed url using shorte.st's API.""" # QUICK AND DIRTY AND TEMPORARY STUFF: return url from chirps.credentials import SHORTE_ST_TOKEN response = requests.put( "https://api.shorte.st/v1/data/url", {"urlToShorten": url}, headers={"public-api-t...
def insertion_sort(lis): """ Insert each element of unsorted list in the right location in sorted list """ for i in range(1, len(lis)): j = i while lis[j] < lis[j - 1] and j > 0: lis[j], lis[j - 1] = lis[j - 1], lis[j] j -= 1 return lis
def ztf_sky_brightness(bands=''): """ Sample from the ZTF sky brightness distribution """ dist = {'g': 22.01, 'r': 21.15, 'i': 19.89} return [dist[b] for b in bands.split(',')]
def _calculate_num_runs_failures(list_of_results): """Caculate number of runs and failures for a particular test. Args: list_of_results: (List) of JobResult object. Returns: A tuple of total number of runs and failures. """ num_runs = len(list_of_results) # By default, there is 1 run per JobResu...
def basic(s, coeffs): """Performs the "standard" de Casteljau algorithm.""" r = 1 - s degree = len(coeffs) - 1 pk = list(coeffs) for k in range(degree): new_pk = [] for j in range(degree - k): new_pk.append(r * pk[j] + s * pk[j + 1]) # Update the "current" values...
def rotate_letter(letter, rotation): """Rotates [uppercase] characters around the alphabet. Works in both directions. :param letter: The letter to be rotations. :param rotation: The number of positions to rotate. :return: The rotations letter. """ # invalid input if len(letter) != 1: ...
def get_magnetic_galaxy_dir(galaxy: str, data_directory: str) -> str: """ Get the full path to a specific galaxy directory Args: galaxy (str): Name of the galaxy data_directory (str): dr2 data directory Returns: str: Path to galaxy directory """ return data_directory + "/ma...
def get_flat_matrix_idx(i, j, n): """ Convert (i, j) indices of matrix to index of flattened upper-triangular vector. """ return n*i - i*(i + 1) // 2 + j - i - 1
def uniq(objectSequence): """Remove the duplicates from a list while keeping the original list order""" l = [] d = {} for o in objectSequence: if o not in d: d[o] = None l.append(o) return l
def intersection_indices(a, b): """ :param list a, b: two lists of variables from different factors. returns a tuple of (indices in a of the variables that are in both a and b, indices of those same variables within the list b) For example, intersection_indices([1,2,5,4,6],[3,5,1,2...
def is_number(string): """Function to test whether a string is a float number""" try: float(string) return True except ValueError: return False
def sprint_cmd_list(cmd_list): """Returns column of click-able commands from list.""" try: ret = '' for cmd in cmd_list: ret += '/' + cmd + '\n' return ret except Exception as E: print(E)
def balanced_error(refrxn, refeq, rrat, m=0.03, p=10.0): """ :param refrxn: :param refeq: :param rrat: :param m: minimum permitted weight for a point :param p: multiples of abs(refeq) above refeq to which zero-line in head is displaced :return: """ one = float(1) q = one if rrat...
def ensure_list(parameter): """ Wraps parameter in a list if it is not one and returns it. @rtype : list """ return parameter if isinstance(parameter, list) else [parameter]
def strip_suffixes(s, suffixes=()): """ Return the `s` string with any of the string in the `suffixes` set striped. Normalize and strip spacing. """ s = s.split() while s and s[-1].lower() in suffixes: s = s[:-1] s = u' '.join(s) return s
def ms_to_hours(milliseconds): """Convert milliseconds into format (h)h:mm:ss""" seconds = milliseconds / 1000 minutes = seconds // 60 seconds -= minutes * 60 hours = minutes // 60 minutes -= hours * 60 if minutes < 10: minutes = '0' + str(int(minutes)) else: minutes = st...
def _parse_slice(value): """ Parses a `slice()` from string, like `start:stop:step`. """ if value: parts = value.split(':') if len(parts) == 1: # slice(stop) parts = [None, parts[0]] # else: slice(start, stop[, step]) else: # slice() pa...
def is_blank_line(line, allow_spaces=0): """Check if a line is blank. Return whether a line is blank. allow_spaces specifies whether to allow whitespaces in a blank line. A true value signifies that a line containing whitespaces as well as end-of-line characters should be considered blank. "...
def active_users(account, days_back): """ Returns query for finding active users (since days_back value).""" query_string = f"""SELECT DISTINCT useridentity.arn FROM behold WHERE account = '{account}' AND useridentity.type = 'IAMUser' AND useridentity.arn IS NOT NULL AND ...
def GoodString(value): """ >>> GoodString(2) '2' """ try: return str(value) except UnicodeEncodeError: return value
def remove_excess_whitespace(maybe_text): """Removes excess whitespace from maybe_text if this argument is a string. :param maybe_text: An object that might be a string. """ if isinstance(maybe_text, str): maybe_text = ' '.join(maybe_text.split()) maybe_text = maybe_text.strip() ...
def get_sr(rij, n): """ """ sr = ((1 - (rij)**2) / (n - 2))**0.5 return sr
def list_of_dicts(lst): """ Helper to turn a list into dictionaries This is because depending on how an object is created, strings can be represented internally as either string or bitarray. This behaviour is due to a performance optimisation I don't want to remove so, I compare with normalise...
def uint_to_float(x_int, x_min, x_max, bits): """ Converts unsigned int to float """ span = float(x_max - x_min) offset = float(x_min) return (float(x_int)) * span / (float((1 << bits) - 1)) + offset
def arrangeCoins(n): """ :type n: int :rtype: int """ i=1 while i*(i-1)/2<=n: i+=1 return i-2
def _is_overlap(reg_start, reg_end, start_loop_idx, all_idx, regions): """ Chech whether [reg_start, reg_end] overlap with `regions` """ overlap_idx = [] first_time_ovlp = True next_start_idx = start_loop_idx for i in all_idx[start_loop_idx:]: if reg_start > regions[i][1]: ...
def squared(n): """This prints the square""" square = n ** 2 print("%s squared is %s" % (n, square)) return n, square
def reverse_list2(head): """Not so fantastic code""" new_head = None # this is where we build the reversed list (reusing the existing nodes) while head: temp = head # temp is a reference to a node we're moving from one list to the other head = temp.next # the first two assignments pop the...
def merge_keys(sql_server): """ To match with their respective API's, we have a slightly different "merge_keys" value when a user is using snowflake. :param sql_server: :return: """ sql_name, _ = sql_server if sql_name == "snowflake": return {"list": "list", "sell": "sell"} ...
def complex_points(z): """ Input: ------ z : Complex Number Output: ------- ~Tuple : Real and Imaginary part of z, in a tuple, (Re(z), Im(z)) """ return (z.real, z.imag)
def get_vpc_name(vpc): """Fetches VPC Name (as tag) from VPC.""" for tag in vpc.get('Tags', []): if tag['Key'].lower() == 'name': return tag['Value'] return None
def get_pixel_color(x, y): """ Given a zero-indexed x,y position, return the corresponding color. .. note:: See :py:func:`get_rgb_data` for a description of the RGGB pattern. Returns: str: one of 'R', 'G1', 'G2', 'B' """ x = int(x) y = int(y) if x % 2 == 0: if y % ...
def retrieval_tp_with_altlabels(gold, predicted_sets): """ Compute rtrue positives on the given gold set and predicted set. Note that it doesn't take into account the order or repeating elements. :param gold: the set of gold retrieved elements :param predicted_sets: the set of predicted elements ...
def insensitive_compare3(s1: str, s2: str) -> bool: """ ==> Same as `One Away Strings` problem that I solved before Assume strings are equal if the edit distance is <= 1 Edits: Add, Remove, Update - Time Complexity: O(longest of len(s1) & len(s2)) - Space Complexity: O(1) """ len1 = le...
def withquerytype(query, is_function=False): """ Parse query type from query component >>> withquerytype('{a: 5, ...}') ('update', '{a: 5}') >>> withquerytype('{a: 5}') ('map', '{a: 5}') >>> withquerytype('(.a > 5)') ('filter', '(.a > 5)') >>> withquerytype('count()', True) ('fu...
def polygonal(k, n): """ Polygonal numbers - https://en.wikipedia.org/wiki/Polygonal_number """ return n + (k - 2) * n * (n - 1) // 2
def Horner(betas, t): """Use Horner's method to evaluate a polynomial. betas: coefficients in decreasing order of power. t: where to evaluate """ total = 0 for beta in betas: total = total * t + beta return total
def Jy2K(S, theta, lam): """ Convert Jansky/beam to Kelvin, taken from https://science.nrao.edu/facilities/vla/proposing/TBconv S: Flux in Jy/beam theta: FWHM of the telescope in radians lam: Wavelength of the observation in m Returns: Brightness temperature in K """ return 0.32e-...
def get_lr(optimizers): """Get current learning rates from runner.""" return {name: [group['lr'] for group in optimizer.param_groups] for name, optimizer in optimizers.items()}
def find_all(s,ch): """ Find all instances of a character in a string """ return [i for i, ltr in enumerate(s) if ltr == ch]
def extractTails(aligns, reads, outFq, minLength=100): """ 0x1 -- template has multiple segments in sequencing 0x40 -- first segment in template 0x80 -- last segment in template Tail names will get _[pe][01].*:\d+ on the end to hold metadata of: _ -- A delimieter [01] -- Strand of p...
def GetBuilderIdString(luci_project, luci_bucket, luci_builder): """Returns the builder_id in string representation.""" return '{}/{}/{}'.format(luci_project, luci_bucket, luci_builder)
def cnprog_pagesize(context): """ display the pagesize selection boxes for paginator """ if (context["is_paginated"]): return { "base_url": context["base_url"], "pagesize" : context["pagesize"], "is_paginated": context["is_paginated"] }
def check_character(line, character): """Checks if a line contains a specific character Params: line (unicode) Returns: true if line does contain the specific character """ if character in line: return True else: return False
def remove_duplicate_words(s): """ Removes all duplicate words from a string, leaving only single (first) words entries. :param s: a string of spaced words. :return: string with each word only once. """ words = [] for x in s.split(): if x not in words: words.append(x) ...
def get_programs_json_list(all_programs): """ Make json objects of the user programs and add them to a list. :param all_programs: Program :return: """ programs = [] for program in all_programs: programs.append(program.json()) return programs
def get_columns(filters): """return columns based on filters""" columns = [ { "fieldname":"item", "fieldtype":"Data", "label":"Month", "width":200 }, { "fieldname":"in_qty", "fieldtype":"Float", "label":"In Qty", ...
def log2chr(val): """ For the log-base 2 of val, return the numeral or letter corresponding to val (which is < 36). Hence, 1 return '0', 2 return '1', 2*15 returns 'f', 2*16 returns 'g', etc. """ p = 0 while val >= 2: p += 1 val /= 2 if p < 10: return chr(ord('0'...
def update_csv_link(start_date, end_date, lat_min, lat_max, lon_min, lon_max, ground_stations=None): """Updates the link to the CSV download Returns ------- link : str Link that redirects to the Flask route to download the CSV based on selected filters """ link = '/dash/downloadCSV?sta...
def _parse_description(metadata_field): """ Parse the description field from the metadata if available. Limit to the first 2000 characters. """ try: if 'description' in metadata_field: return metadata_field['description'][:2000] except TypeError: return None
def get_imindices_str(fovbounds): """ This returns a string representing the FOV indices Args: ----- fovbounds - list of [rowmin, rowmax, colmin, colmax] Returns: -------- string representation of indices """ return "_rowmin{}".format(fovbounds[0]) + \ "_rowmax...
def _ftext_size(area, max_weight, plot_metric = None): """ custom text size accroding to weight matrix element value """ plot_metric = plot_metric if plot_metric is not None else "precision" min_thresh = max_weight/6 _text_size = {area > 0 and area < min_thresh: 8, ...
def detect_replaced_functions(function_calls): """ :param function_calls: list of tuples ((address old (int), number of xrefs before(int)), (address_new(int), number_of_xrefs (int))) :return: list of tuples (function_call, function_call) """ added = {} removed = {} for function_call_before,...
def decode_path_segment(s): """Django decodes URL elements before passing them to views, but passes "%2f" ("/") through undecoded. Why..? """ return s.replace("%2f", "/").replace("%2F", "/")
def gen_waveform_name(ch, cw): """ Return a standard waveform name based on channel and codeword number. Note the use of 1-based indexing of the channels. To clarify, the 'ch' argument to this function is 0-based, but the naming of the actual waveforms as well as the signal outputs of the instrumen...
def _convert_price(raw_price): """Convert the prices, adjusting for two decimals while loading the raw file. Parameters: raw_price (str): The price to be converted, the last two characters are the decimals. Returns: (float64): Converted price. """ return float(raw_price) / 100.0
def to_ewkt(polygon, srid) -> str: """Creates a WKT representation of a Simple Feature polygon. :returns: The WKT string of ``polygon`` """ ring = [" ".join(map(str, i)) for i in polygon[0]] ewkt = f'SRID={srid};POLYGON(({",".join(ring)}))' return ewkt
def area(r): """een conflicterende docstring MIJN CODE IS BELANGRIJKER""" return 3.14*r**2
def _check_ogrn(ogrn): """Validates OGRN code""" if not ogrn: return False if len(ogrn) == 13: delimeter = 11 elif len(ogrn) == 15: delimeter = 13 else: return False main_part = int(ogrn[:-1]) % delimeter % 10 checksum = int(ogrn[-1]) return main_part == ...
def replaceCharAwithCharB(string:str, charA:str, charB:str, n:int = 0): """ Given a `string` replace all the `charA` present with the `charB` """ if len(string) == 0 or len(string) == n: return string if string[n] == charA: string = string[:n] + charB + string[n+1:] return r...
def processHrefSubstitutions(hrefs, prefix): """ Process the list of hrefs by prepending the supplied prefix. If the href is a list of hrefs, then prefix each item in the list and expand into the results. The empty string is represented by a single "-" in an href list. @param hrefs: list of URIs to...
def subsample_for_vis(eval_task_ids, tasks_per_template): """Keep only 1 task per template.""" templates_sel = {} res = [] eval_task_ids = sorted(eval_task_ids) # For repro for task_id in eval_task_ids: this_temp = task_id.split(':')[0] if this_temp not in templates_sel: ...
def get_comma_separated_condition_keys(condition_keys): """ :param condition_keys: String containing multiple condition keys, separated by double spaces :return: result: String containing multiple condition keys, comma-separated """ result = condition_keys.replace(' ', ',') # replace the double sp...
def split_sortby(sort_by): """"Split the value of sortBy. sortBy can have a trailing 'ASC' oder 'DESC'. This function returns the fieldname and 'ASC' or 'DESC' as tuple. """ asc_desc = 'ASC' if sort_by.lower().endswith('asc'): sort_by_value = sort_by[:-3] elif sort_by.lower().e...
def sum_recursive(seq): """ The sum of a sequence has a simple, recursive definition. We've defined the sum of a sequence in two cases: - the base case states that the sum of a zero length sequence is 0 - the recursive case states that the sum of a sequence is the first value plus the sum of the ...
def update_pos(pos1,pos2): """ Get the coordinate of the bounding box containing two parts :param pos1: Coordinate of the first part. :param pos2: Coordinate of the second part. :return: Coordinate of the bounding box containing the two parts """ x1 = min(pos1[0],pos2[0]) y1 = min(pos1[1...
def splitext(p): """ Split file extension """ sep='\\' altsep = '/' extsep = '.' sepIndex = p.rfind(sep) if altsep: altsepIndex = p.rfind(altsep) sepIndex = max(sepIndex, altsepIndex) dotIndex = p.rfind(extsep) if dotIndex > sepIndex: filenameIndex = sepIndex + 1 while filenameIndex < dotIndex: if p...
def arfcn_to_freq(band_indicator, arfcn): """ Input: arfcn = absolute radio-frequency channel number (ARFCN) band_indicator = band designation (for more info: https://en.wikipedia.org/wiki/Absolute_radio-frequency_channel_number) Output: frequency calucalated returns -1 f...
def has_no_trailing_zeroes(string): """ True if string has no trailing zeroes, False otherwise. PARAMETERS: string : str RETURNS: bool """ return len(str(int(string))) == len(string)
def b2f(b): """bool to float""" return 1.0 if b == "True" else 0.0
def _is_list_like(obj): """ Return True if object acts like a list """ try: obj + [] except TypeError: return False return True
def delta_te(in_values, te1=None, te2=None): """ Read :math:`\Delta_\text{TE}` from BIDS metadata dict """ if isinstance(in_values, float): te2 = in_values te1 = 0.0 if isinstance(in_values, dict): te1 = in_values.get('EchoTime1') te2 = in_values.get('EchoTime2') ...
def context_combination( log_level, worker_port, include_schema_registry, include_rocksdb, ci_provider, ): """Fixture that parametrize the function where it's used.""" return { "log_level": log_level, "worker_port": worker_port, "include_schema_registry": include_sche...
def cal_accuracy(sample_label_prob_dict_list, test_label_list): """ :param sample_label_prob_dict_list: [ {1: 0.2, 2:0.15, 3:0.2, ..., 9:0.1} {1: 0.2, 2:0.15, 3:0.2, ..., 9:0.1} ... ] test_label_list: [1,2,5,6,8,...
def helper_set_same_eff_all_tech(technologies, eff_achieved_factor=1): """Helper function to assing same achieved efficiency Parameters ---------- technologies : dict Technologies eff_achieved_factor : float,default=1 Factor showing the fraction of how much an efficiency is achieved...
def normalize_column_to_length(col, desired_count): """Given the value(s) for a column, normalize to a desired length. If `col` is a scalar, it's duplicated in a list the desired number of times. If `col` is a list, it must have 0, 1, or the desired number of elements, in which cases `None` or the sin...
def is_int(msg): """Default method used to check whether text pulled from console consumer is a message. return int or None """ try: return int(msg) except: return None