content
stringlengths
42
6.51k
def getAuthHeaders(token): """ Receives a token and returns a header dict """ header = { 'authorization': 'Bearer ' + token } return header
def containsAll(s, pat) -> bool: """Check whether string `s` contains ALL of the items in `pat`.""" return all(c in s for c in pat)
def __adjust_rad_for_skip(diam, skip): """ If necessary, increase the crop circle diameter (radius) for the chosen skip value. This is required because the diameter must be divisible by skip without rest. Parameters ---------- diam: int Initial diameter of crop circle (in pixels). ...
def indices(alist,value): """ Returns the indices for a given value in a list """ ind = [item for item in range(len(alist)) if alist[item] == value] return ind
def textonly(tovalidate): """Returns T or F depending on whether the input is a single character in A-Z or a-z or an empty string""" return tovalidate.isalpha() | (tovalidate == '') | (tovalidate == ' ')
def wordsByLevel(word, charLevels, dictionary): """This method takes a word, charLevels and dictionary, and determinate a level that is suitable for the word based on characters which is word made of, add that word to the dictionary and return the dictionary. Args: word (string): Word which length ...
def showd(d): """Catch key values to string, sorted on keys. Ignore hard to read items (marked with '_').""" d = d if isinstance(d,dict) else d.__dict__ return '{'+ ' '.join([':%s %s' % (k,v) for k,v in sorted(d.items()) if not "_" in k...
def prepend_domain(link): """ Urls are directly combined as given in *args """ top_level_domain ='https://www.proff.no' return top_level_domain + link
def chunk_document_collection(seq, num): """ Helper function to break a collection of N = len(seq) documents to num batches. Input: - seq: list, a list of documents - num: int, number of batches to be broken into. This will usually be equal to the number of cores ...
def is_close(val, target, delta=1): """Return whether the value is near the target value(s). Parameters ---------- val : number The value being compared against. target : number, iterable If a number, the values are simply evaluated. If a sequence, each target is compared to...
def or_options(values, initial_value=0): """ Combine all given values using binary OR. """ options = initial_value for value in values: options |= value return options
def int2phoneme(int_to_phoneme, int_list): """ Converts a list of integers into a list of phonemes according to the given int-to-phoneme dictionary. If int_to_phoneme is None, then return int_list as is. :param int_to_phoneme: a dictionary mapping integers to phonemes :param int_list: a list of...
def unite_dicts(*args): """Unites the given dicts into a single dict mapping each key to the latest value it was mapped to in the order the dicts were given. Parameters --------- *args : positional arguments, each of type dict The dicts to unite. Returns ------- dict A ...
def image_search_args_to_queryset_args(searchDict, source): """ Take the image search arguments directly from the visualization search form's form.cleaned_data, and return the search arguments in a format that can go into Image.objects.filter(). Only the value1, ... valuen and the year in cleaned_d...
def same_list(l1, l2): """ Checks if a list is the same as the other. Order matters. :param l1: list 1 :param l2: list 2 :return: bool True if the lists are the same, false otherwise. """ if l1 == l2: return True else: return False
def format_email_subject(quote): """ This functions formats the subject field of the email to be send to the user as configured in bitstampconfig.py :param quote: The current quote values to be inserted on the subject of the email :return: the email subject to be sent with the current quote """ ...
def collatz_test(n): """ If n is even, return (n/2), else return (3n+1). """ return((n/2) if n%2==0 else (3*n+1))
def update_analyze_button(disabled): """ Updates the color of the analyze button depending on its disabled status :param disabled: if the button is disabled """ if not disabled: style = {"width": "100%", "text-transform": "uppercase", "font-weight": "700", "background":...
def invert_dict(d): """Returns a new dict with keys as values and values as keys. Parameters ---------- d : dict Input dictionary. If one value of the dictionary is a list or a tuple, each element of the sequence will be considered separately. Returns ------- dict T...
def gen_urdf_collision(geom, material, origin): """ Generates (as a string) the complete urdf element sequence for a `collision` child of a `link` element. This is essentially a string concatenation operation. :param geom: urdf element sequence for the geometry child of a collision element, ``str`` ...
def _infection(state_old, state_new): """ Parameters ---------- state_old : dict or pd.Series Dictionary or pd.Series with the keys "s", "i", and "r". state_new : dict or pd.Series Same type requirements as for the `state_old` argument in this function apply. Returns ...
def rewrite_elife_funding_awards(json_content, doi): """ rewrite elife funding awards """ # remove a funding award if doi == "10.7554/eLife.00801": for i, award in enumerate(json_content): if "id" in award and award["id"] == "par-2": del json_content[i] # add fundin...
def _is_cell_blank(cell): """Is this cell blank i.e. contains nothing or only whitespace""" return cell is None or (isinstance(cell, str) and not cell.strip())
def get_host_finding_status_hr(status): """ Prepare human readable json for "risksense-get-host-finding-detail" command. Including status details. :param status: status details from response. :return: list of dict """ return [{ 'State': status.get('state', ''), 'Current Stat...
def sol(arr, n, p): """ If we have more chocolates than cost we just pay from the balance otherwise we use all the balance and add the remaining to the total cost also making bal 0 """ bal = 0 res = 0 for i in range(n): d = arr[i-1]-arr[i] if i > 0 else 0-arr[i] # Careful...
def calulate_loss_of_life(List_V, t): """ For list of V values, calculate loss of life in hours t = Time Interval (min) """ L = 0 for V in List_V: L += (V * t) # Sum loss of life in minutes for each interval LoL = L / 60 # Calculate loss of life in hours return LoL
def find_duplicate_auto_mappings(manual_to_auto_map): """Finds each auto FOV with more than one manual FOV mapping to it Args: manual_to_auto_map (dict): defines the mapping of manual to auto FOV names Returns: list: contains tuples with elements: - `st...
def Dutch_Flag(input_list): """ Given an input array consisting on only 0, 1, and 2, sort the array in a single traversal. Args: input_list(list): List to be sorted Adapted from https://en.wikipedia.org/wiki/Dutch_national_flag_problem """ #Null input if input_list == None: ...
def line_search_return(line): """ get the source/facet in the return statement """ l = line.split() n = l.count("return") if n == 1: i = l.index("return") if len(l) > i + 1: # cause index is zero based return_obj = l[i + 1] if "[" in return_obj: ...
def get_wrapped(func): """Find the wrapped function in a chain of decorators. This looks for a _wraps attribute on the function, and returns the first one in the chain that doesn't have that attribute. Note that this requires decorators to set a _wraps attribute on the wrapper functions they return. ...
def stripquotes(s): """ Enforce to be a string and strip matching quotes """ return str(s).lstrip('"').rstrip('"')
def version_compare(version1, version2): """Compare two version iterables consisting of arbitrary number of numeric elements.""" len_version1 = len(version1) len_version2 = len(version2) if len_version1 == len_version2: # Both version objects have the same number of components, compare them left...
def x_update(crd, v, a, dt): """Currently we only support velocity verlet""" crd += v*dt + 0.5*a*dt*dt return crd
def pointer_length(p): """The lowest nybble of the pointer is its length, minus 3.""" return (p & 0xF) + 3
def getOutputs(outputs, indexes): """ Get n samples of outputs by given indexes """ Y = list() for index in indexes: Y.append(outputs[index]) return Y
def ensemble_to_block_rates(model, ensemble_rates): """Associates target ensemble firing rates with the correct blocks. Parameters ---------- model : Model The model containing the blocks to match. ensemble_rates : dict Mapping from a `nengo.Ensemble` to its neurons' target firing r...
def output_list(str_num): """ Outputs a list from a string of numbers that is meant to represent a sudoku game board. For example, the following... 530070000600195000098000060800060003400803001700020006060000280000419005000080079 will turn into... [[5 3 0 0 7 0 0 0 0] [6 0 0 1 9 5 0 0 0] ...
def find_idx(list_K_kappa_idx, list_scalar): """ Link scalar products with indexes for K and kappa values. Parameters: list_K_kappa_idx -- list of lists list_scalar -- list of integer Return: list_scalar -- list of lists """ list_idx = [sublist_K_kappa for sublist_K in list_K_kappa_idx for sublist_K_kappa ...
def af_to_maf(af): """ Converts an allele frequency to a minor allele frequency Args: af (float or str) Returns: float """ # Sometimes AF == ".", in these cases, set to 0 try: af = float(af) except ValueError: af = 0.0 if af <= 0.5: return af ...
def to_ms(microseconds): """ Convertes microseconds to milliseconds. """ return microseconds / float(1000)
def is_c_source(s): """ Return True if s looks like a C source path. Example: this.c FIXME: should get actual algo from contenttype. """ return s.endswith(('.c', '.cpp', '.hpp', '.h'))
def get_direction(source, destination): """Find the direction drone needs to move to get from src to dest.""" lat_diff = abs(source[0] - destination[0]) long_diff = abs(source[1] - destination[1]) if lat_diff > long_diff: if source[0] > destination[0]: return "S" else:...
def lrfact(n): """Recursive with lambda functions""" # In fact, I have no ideas how to count the number of calls of those # lambda functions. return (lambda fn: lambda args: fn(fn, args)) \ (lambda f, x: f(f, x - 1) * x if x > 1 else 1) \ (n)
def func_gravityDistanceCost(x: float, y: float, x_opt: float, y_opt: float, wi: float) -> float: """ return cost values with squared euclidean distances Args: x (float): X coordinate. y (float): Y coordinate. x_opt (float): X coordinate of the optimal location. y_opt (float...
def scale_feature(arr): """ Rescales all values within array to be in range [0..1] When all values are identical: assign each new feature to 0.5 (halfway between 0.0 and 1.0) """ xmin = min(arr) xmax = max(arr) res = [] if xmin == xmax: res = [.5 for _ in arr] else: ...
def read_fasta_file(lines): """Read a reference FASTA file. This function is built for many entries in the FASTA file but we should be loading in one reference at a time for simplicity's sake. If we need to extract from multiple references then we should just run the program multiple times instead. ...
def get_adr_label_vec(adr_id, agent_index_dict, max_n_agents): """ :param adr_id: the addressee of the response; int :param agent_index_dict: {agent id: agent index} """ y = [] n_agents_lctx = len(agent_index_dict) # the case of including addressee in the limited context if adr_id in a...
def format_(__format_string, *args, **kwargs): """:yaql:format Returns a string formatted with positional and keyword arguments. :signature: string.format([args], {kwargs}) :receiverArg string: input string for formatting. Can be passed only as first positional argument if used as a function. ...
def transform_time(tim): """Transform from hh:mm:ss:fn or pts to hh:mm:ss:ms.""" try: parts = tim.split(":") frame_nr = int(parts[-1]) milis = min(int(frame_nr*1000/29.97), 999) newtime = "%s.%03d" % (":".join(parts[:-1]), milis) except AttributeError: # pts time seco...
def multichoose(n, c): """ stars and bars combinatorics problem: enumerates the different ways to parition c indistinguishable balls into n distinguishable bins. returns a list of n-length lists http://mathoverflow.net/a/9494 """ if c < 0 or n < 0: raise if not c: r...
def is_rgb(shape): """If last dim is 3 or 4 assume image is rgb. """ ndim = len(shape) last_dim = shape[-1] if ndim > 2 and last_dim < 5: return True else: return False
def green(text): """ Print text in green to the console """ return "\033[32m" + text + "\033[0m"
def walk_dict_filter(resource, case_handler, **kwargs): """ Goes over the fields & values of a dictionary or list and updates it by camel-casing the field name and applying a transformation over each field value. """ if isinstance(resource, dict): return { k[0].upper() + k...
def matrix_to_string(matrix): """ prints a python list in matrix formatting """ s = [[str(e) for e in row] for row in matrix] lens = [max(map(len, col)) for col in zip(*s)] fmt = '\t'.join('{{:{}}}'.format(x) for x in lens) table = [fmt.format(*row) for row in s] return '\n'.join(table) ...
def highlight_str(s, highlight_type=None): """ Highlighter for logging using ANSI escape code. :param s: the element to highlight in the logs :param highlight_type: types of highlight :return: an highlighted string """ if highlight_type == 'query': return "\x1b[31;1m %s \x1b[0m" % s...
def u8_string(binary: bytes) -> str: """ Convert a binary string to a unicode string. """ return binary.decode("utf-8")
def removeSelfLoops(pd): """ This function trims pd of all full loops When trimmed, nodes with only loops do not appear in the path dictionary at all. """ pd2 = {} for s in pd: for d in pd[s]: if s != d: pd2.setdefault(s, dict())[d] = pd[s][d] ...
def histogram(samples): """ Returns a histogram of samples. The input samples are evaluated in list context and is typically the output from many of the other functions in this module. Returns a dictionary where the discovered samples are the keys and the occurence count is stored in the correspo...
def equals_auto_tol(x: float, y: float, precision: float = 1e-6) -> bool: """ Returns true if two numbers are equals using a default tolerance of 1e-6 about the smaller one. """ return abs(x - y) < min(x, y) * precision;
def _to_list(a): """convert value `a` to list Args: a: value to be convert to `list` Returns (list): """ if isinstance(a, (int, float)): return [a, ] else: # expected to be list or some iterable class return a
def maybe_list(l): """Return list of one element if ``l`` is a scalar.""" return l if l is None or isinstance(l, list) else [l]
def transform_list_to_str(list_op): """ :param list_op: :return: """ res = "" for item in list_op: tmp = "^" + item + "$|" res += tmp return res[:-1]
def get_library_index(library, label): """Find index in library of function corresponding to a given label""" for idx, name in enumerate(library.keys()): if name == label: return idx return -1
def find_it(seq): """Function to return int that appears in a seq an odd # of times.""" d = {} for i in seq: try: d[i] += 1 except KeyError: d[i] = 1 for key in d.keys(): if d[key] % 2 == 1: return(key)
def process_time(s_time, e_time): """ process_time method is written for calculate time :param s_time: start time :param e_time: end time :return: elapsed_mins: Minutes of process elapsed_secs: Seconds of process """ elapsed_time = e_time - s_time elapsed_mins = int(elaps...
def draw_stairs(n): """ Time complexity: O(n^2). Space complexity: O(n). """ stairs = [] for i in range(n): # Append (i - 1) spaces. stairs.append(' ' * i) # Append stair I. stairs.append('I') # Append change line if not the last lin...
def normalize_options(options): """ Takes some options that have a mixture of - and _ and returns the equivalent options with only '_'. """ normalized_opts = {} for k, v in options.items(): normalized_key = k.replace('-', '_') assert normalized_key not in normalized_opts, "The ke...
def _make_path_str(path: list) -> str: """ Converts a path component list to a dot-separated string :param path: path components :returns: dot separated path string """ return '.'.join(path)
def frequency(baskets, item): """ Frequency of item in baskets """ freq = 0 for basket in baskets: if item <= basket: freq += 1 return freq
def _FilterAndFormatImports(import_dict, signature_types): """Returns formatted imports required by the passed signature types.""" formatted_imports = [ 'import %s;' % import_dict[t] for t in signature_types if t in import_dict ] return sorted(formatted_imports)
def binary_mse_init(thr, wavelet="haar"): """ Initialize a binary MSE (BMSE) verification object. Parameters ---------- thr: float The intensity threshold. wavelet: str, optional The name of the wavelet function to use. Defaults to the Haar wavelet, as described in Casat...
def add_numbers(numbers): """Sum a list of numbers server side, ridiculous but well...""" total = 0 for number in numbers: try: total = total + float(number) except (ValueError, TypeError): pass return total
def kmlcoord(lst): """Formats the coordinates according to KML file requirements.""" if len(lst) == 2: lst += ('0',) return ','.join(str(i) for i in lst)
def hexdump(data): """Convert byte array to hex string""" return ' '.join(["{:02X}".format(v) for v in data])
def basic_sent_chop(data, raw=True): """ Basic method for tokenizing input into sentences for this tagger: :param data: list of tokens (words or (word, tag) tuples) :type data: str or tuple(str, str) :param raw: boolean flag marking the input data as a list of words or a list of...
def fourprod(vec1,vec2): """ inner product of two four-vectors """ return vec1[0]*vec2[0]-vec1[1]*vec2[1]-vec1[2]*vec2[2]-vec1[3]*vec2[3]
def gen_color_names(colors): """ Convert RGB values into a hexadecimal color string. """ color_names = [] for color in colors: name = "{:02x}{:02x}{:02x}".format(*color) color_names.append(name) return color_names
def coarse_pos_e(tags): """ Coarse POS tags of Dadegan corpus: N: Noun, V: Verb, ADJ: Adjective, ADV: Adverb, PR: Pronoun, PREP: Preposition, POSTP: Postposition, CONJ: Conjunction, PUNC: Punctuation, ADR: Address Term, IDEN: Title, PART: Particle, POSNUM: Post-noun Modifier, PREM: Pre-modifier, PRENUM: Pre-noun Nu...
def sortBoxes(boxes): """Calculate coordinates for each box and sort in reading order""" for ent in boxes: ent['xmin'] = float(ent['x']) ent['ymin'] = float(ent['y']) ent['width'] = float(ent['width']) ent['height'] = float(ent['height']) ent['xmax'] = ent['xmin'] + ent['...
def address(obj): """Return object address as a string: '<classname @ address>'""" return "<%s @ %s>" % (obj.__class__.__name__, hex(id(obj)).upper().replace('X','x'))
def unpack(value): """Return a three tuple of data, code, and headers""" if not isinstance(value, tuple): return value, 200, {} try: data, code, headers = value return data, code, headers except ValueError: pass try: data, code = value return data, c...
def _imag_1d_func(x, func): """Return imag part of a 1d function.""" return func(x).imag
def _convert_dtype_value(val): """converts a Paddle type id to a string.""" convert_dtype_map = { 21: "int8", 20: "uint8", 6: "float64", 5: "float32", 4: "float16", 3: "int64", 2: "int32", 1: "int16", 0: "bool", } if val not in con...
def echo2(msg: str, fail: bool = False) -> str: """ returns ``msg`` or raises a RuntimeError if ``fail`` is set """ if fail: raise RuntimeError(msg) return msg
def reformat_dict_keys(keymap=None, inputdict=None): """Utility function for mapping one dict format to another.""" keymap = keymap or {} inputdict = inputdict or {} return dict([(outk, inputdict[ink]) for ink, outk in keymap.items() if ink in inputdict])
def dec2base(num, base, l): """ Decimal to any base conversion. Convert 'num' to a list of 'l' numbers representing 'num' to base 'base' (most significant symbol first). """ s = list(range(l)) n = num for i in range(l): s[l-i-1]=n%base n=int(n / base) if n!=0: ...
def comb_sort(elements): """ Use the simple comb sort algorithm to sort the :param elements. :param elements: a sequence in which the function __get_item__ and __len__ were implemented :return: the sorted elements in increasing order """ length = len(elements) if not length or length == 1: ...
def _rhou_f(rho, rhou, p): """Computes the flux of the momentum equation.""" return rhou**2 / rho + p
def find_cntrs(boxes): """Get the centers of the list of boxes in the input. Parameters ---------- boxes : list The list of the boxes where each box is [x,y,width,height] where x,y is the coordinates of the top-left point Returns ------- list Centers of each...
def default_key_func(key, key_prefix, version): """ Default function to generate keys. Constructs the key used by all other methods. By default it prepends the `key_prefix'. KEY_FUNCTION can be used to specify an alternate function with custom key making behavior. """ return '%s:%s:%s' % (k...
def expsign(sign, exp): """ optimization of sign ** exp """ if sign == 1: return 1 assert sign == -1 return -1 if exp % 2 else 1
def contains(search_list, predicate): """Returns true if and only if the list contains an element x where predicate(x) is True.""" for element in search_list: if predicate(element): return True return False
def find_index_from_freq(freq, frequency_step): """ Gives the index corresponding to a specific frequency (eg to find a frequency from a fourier transform list). Requires the frequency step of the list Arguments: freq - frequency being looked for frequency_step - the step between consecutive indexes ...
def convert_comment_block(html): """ Convert markdown code block to Confluence hidden comment :param html: string :return: modified html string """ open_tag = '<ac:placeholder>' close_tag = '</ac:placeholder>' html = html.replace('<!--', open_tag).replace('-->', close_tag) return ...
def format_artist_rating(index, data): """Returns a formatted line of text describing the artist and its rating.""" return "{}. {artist} - {rating:.1f}\n".format(index, **data)
def rc4(data, key): """RC4 encryption and decryption method.""" S, j, out = list(range(256)), 0, [] for i in range(256): j = (j + S[i] + key[i % len(key)]) % 256 S[i], S[j] = S[j], S[i] i = j = 0 for ch in data: i = (i + 1) % 256 j = (j + S[i]) % 256 S[i], S...
def distance_xyz(p1, p2): """Calculates 2D distance between p1 and p2. p1 and p2 are vectors of length >= 3.""" return ((p1[0]-p2[0])**2 + (p1[1]-p2[1])**2 + (p1[2]-p2[2])**2)**0.5
def every_item_but_one(l: list, idx: int) -> list: """ Returns every item in the list except for the one at index idx. :param l: a list to process. :param idx: the index to be excluded from the list. :return: the list l minus the item at index idx. """ return [item for i, item in enumerate(l...
def subIPSimilar(sub1, sub2): """Returns the scaled difference between the CIDR block prefixes""" diff = abs(sub1-sub2) return abs((diff/255)-1)
def newline_to_br(base): """Replace newline with `<br />`""" return base.replace('\n', '<br />')