cassanof/python-funcs · Datasets at Hugging Face

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def escape(text: str) -> str: """Make escaped text.""" return text.replace('&', '&').replace('<', '<').replace('>', '>')
def format_(string): """dos2unix and add newline to end if missing.""" string = string.replace('\r\n', '\n').replace('\r', '\n') if not string.endswith('\n'): string = string + '\n' return string
def _get_pages(current_page, last_page): """Return a list of pages to be used in the rendered template from the last page number.""" pages = [] if current_page > 3: pages.append(1) if current_page > 4: pages.append('...') pages.extend( range( max(current_pag...
def scrap_last_name(file): """ Getting folder name from the splitted file_name If the file_name is data_FXVOL_20130612.xml, then the folder name returned will be '201306' """ if file.startswith('data_') and file.endswith('.xml') and file.count('_') == 2: split_name = file.split('_') ...
def index( items ): """Index of the first nonzero item. Args: items: Any iterable object Returns: The index of the first item for which bool(item) returns True. """ for i, item in enumerate(items): if item: return i raise ValueError
def regex_join(regexes: str) -> str: """Join regular expressions with logical-OR operator '\|'. Args: regexes: regular expression strings to join. Return: Joined regular expression string. """ regex = "\|".join([r for r in regexes if r]) return regex
def get_line_data(line, separator=None): """Converts a line scraped from a web page into a list. Parameters: - line, a line scraped (read) from a web page. The type is <class 'bytes'>. - separator (optional, default value None). If set, becomes the optional separator argument to th...
def roi_to_zoom(roi, resolution): """Gets x,y,w,h zoom parameters from region of interest coordinates""" ((x1,y1),(x2,y2)) = roi z0 = round(x1 / resolution[0],2) z1 = round(y1 / resolution[1],2) z2 = round((x2-x1) / resolution[0],2) z3 = round((y2-y1) / resolution[1],2) return (z0, z1, z2...
def count_in_progress(state, event): """ Count in-progress actions. Returns current state as each new produced event, so we can see state change over time """ action = event['action'] phase = event['phase'] if phase == 'start': state[action] = state.get(action, 0) + 1 elif ...
def format_action(action): """Format request action.""" return '<name>{0}</name>'.format(action)
def count_iter(iterator): """Efficiently count number of items in an iterator""" return sum(1 for _ in iterator)
def mk_url(address, port, password): """ construct the url call for the api states page """ url = '' if address.startswith('http://'): url += address else: url += 'http://' + address url += ':' + port + '/api/states?' if password is not None: url += 'api_password=' + pass...
def promptNsfwDownload(postSafetyLevel : int) -> bool: """Prompts the user if the download should continue on sensitive/NSFW posts""" # prompt for NSFW download: while True: #prompt response nsfwPrompt = "" # verify post safetly level # newly-discovered criteria: # ...
def input_validation(input): """ This function is used to test the stock ticker inputs and validate that they pass the two key characteristics tests: being less than 5 characters in length and having no digits. @param: input is a string argument that represents the given input the c...
def sum_distributions(actual, update): """ Sum distributions of two distribution arrays :param actual: first dict with distribution array :param update: second dict with distribution array :return: Dictionary with sum of distribution as a value of "distributions" key and output information """ ...
def count_common_words(x, y): """ Extract number of common word between two strings """ try: words, cnt = x.split(), 0 for w in words: if y.find(w) >= 0: cnt += 1 return cnt except Exception as e: print(f"Exception raised:\n{e}") return 0
def is_happy(n): """ Determine whether or not a number is happy :param n: given number :type n: int :return: whether or not a number is happy :rtype: bool """ def digits_square(num): """ Compute the sum of the squares of digits of given number :param num: given...
def url_validator(value): """A custom method to validate any website url """ import re regex = re.compile( r'^https?://\|www\.\|https?://www\.' # http:// or https:// or www. r'(?:(?:[A-Z0-9](?:[A-Z0-9-]{0,61}[A-Z0-9])?\.)+[A-Z]{2,6}\.?\|' #domain... r'\d{1,3}\.\d{1,3}\.\d{1,3}\.\d{1,...
def pathway(nodes): """ Converts a list of joined nodes into the pairwise steps Parameters ---------- nodes : list list of integers of nodes to convert Returns ------- List of tuples of edges involved in pathway """ steps = [] for i in range(len(nodes) - 1): ...
def nested_dict_var_dicts(var, var_list=[]): """Searches a nested dictionary for a key and returns the first key it finds. Returns None if not found. Warning: if key is in multiple nest levels, this will only return one of those values.""" if hasattr(var, 'iteritems'): for k, v in var.items(): i...
def celsius(value: float, target_unit: str) -> float: """ Utility function for Celsius conversion in Kelvin or in Fahrenheit :param value: temperature :param target_unit: Celsius, Kelvin or Fahrenheit :return: value converted in the right scale """ if target_unit == "K": # Convert i...
def convertBytes(num): """ this function will convert bytes to MB.... GB... etc """ for x in ['bytes', 'KB', 'MB', 'GB', 'TB']: if num < 1024.0: return "%3.1f %s" % (num, x) num /= 1024.0
def get_loss_and_metrics(fcn, kwargs): """Get both loss and metrics from a callable.""" loss = fcn(kwargs) metrics = {} if isinstance(loss, dict): metrics = loss.get('metrics', {}) loss = loss['loss'] return loss, metrics
def pmvAtomStrip(atom, mol_name = None): """ transform PDB(QT) atoms to PMV syntax "ATOM 455 N GLY A 48 -2.978 5.488 6.818 1.00 11.64 -0.351 N" (xJ1_xtal) \| \./ ' xJ1_xtal:A:GLY48:N """ chain = atom[21].strip() res_name = atom[16:21]....
def cver(verstr): """Converts a version string into a number""" if verstr.startswith("b"): return float(verstr[1:])-100000 return float(verstr)
def is_a_pooling_layer_label(layer_label): """ Returns true if a pooling layer. """ return 'pool' in layer_label
def feature_collection( data, lat_field="latitude", lon_field="longitude", spatial_ref=4326 ): """ Assemble an ArcREST featureCollection object spec: http://resources.arcgis.com/en/help/arcgis-rest-api/#/Feature_object/02r3000000n8000000/ """ features = [] for record in data: new_r...
def cohort_aggregator(results): """ Aggregate the number of individuals included in the cohort definition. """ count = {} for result in results: count[result[0]] = result[1] return count
def extract_hashtags(text): """ Extracts a list with the hashtags that are included inside a text. Args: text: (str) The raw text. Returns: List with the found hashtags. """ return list(set(part for part in text.split() if part.startswith('#')))
def format_changes_plain(oldf, # type: str newf, # type: str changes, # type: list ignore_ttl=False ): # type: (...) -> str """format_changes(oldfile, newfile, changes, ignore_ttl=False) -> str Given 2 filenames and a list of changes from diff_zones, produce diff-like output....
def k_to_f(degrees): """ Convert degrees kelvin to degrees fahrenheit """ return degrees * 9/5 - 459.67
def read_DDTpos(inhdr): """ Read reference wavelength and DDT-estimated position from DDTLREF and DDT[X\|Y]P keywords. Will raise KeyError if keywords are not available. """ try: lddt = inhdr['DDTLREF'] # Ref. wavelength [A] xddt = inhdr['DDTXP'] # Predicted position [spx] ...
def _reg2float(reg): """Converts 32-bit register value to floats in Python. Parameters ---------- reg: int A 32-bit register value read from the mailbox. Returns ------- float A float number translated from the register value. """ if reg == 0: return 0.0 ...
def Join(sourcearray, delimeter=" "): """Join a list of strings""" s_list = map(str, sourcearray) return delimeter.join(s_list)
def recvall(sock, n): """helper function to receive n bytes from (sock)et or return None if EOF is hit""" data = b'' while len(data) < n: packet = sock.recv(n - len(data)) if not packet: return None data += packet return data
def get_with_path(d, path): """In a nested dict/list data structure, set the entry at path. In a data structure composed of dicts, lists and tuples, apply each key in sequence, return the result. Args: d: Dict/list/tuple data structure path: List of keys Returns: Whatever ...
def n_considered_cells(cc, look_at): """ Calculates the number of considered cells """ count = 0 for p in cc: if not look_at[p]: continue if p==0 or cc[p]==0: continue count += 1 return count
def create_index_query(node_type, indexed_property): """ Create the query for the index statement. See: https://neo4j.com/docs/cypher-manual/current/indexes-for-search-performance/ """ print(f'CREATE INDEX ON :{node_type}({indexed_property});') return f'CREATE INDEX ON :{node_type}({indexed_property...
def insertionSort(array): """returns sorted array""" length = len(array) for i in range(1, length): key = array[i] j = i - 1 while(j>=0 and key < array[j]): array[j+1] = array[j] j -= 1 array[j+1] = key return array
def get_coords_animal(position, animal): """ Retourne toutes les coordonnes de l'animal a parti de la position du coin en bas a gauche """ lvects = animal[2] lpos = [] for v in lvects: lpos.append((position[0]+v[0], position[1] + v[1])) return lpos
def parse_version(s): """poor man's version comparison""" return tuple(int(p) for p in s.split('.'))
def get_domain(email): """Get a domain from the e-mail address. """ split = email.split('@') if len(split) < 2: return '' domain = split[1] # FIXME Quick hack: foo.example.com -> example.com if (domain != 'users.noreply.github.com' and domain.endswith('.com')): s...
def validate_cISSN(issn:str) -> bool: """ Validates the last character (c) of the ISSN number, based on the first 7 digits returns: boolean: True if c is valid False otherwise """ assert type(issn) == str, "issn must be a string" issn_num = issn[:4] + issn[5:-1] issn_c = issn[-1] ...
def fizz_buzz(number: int) -> str: """ Play Fizz buzz :param number: The number to check. :return: 'fizz' if the number is divisible by 3. 'buzz' if it's divisible by 5. 'fizz buzz' if it's divisible by both 3 and 5. The number, as a string, otherwise. """ if number % 15...
def average(a, b): """Return the average of two RGB colors.""" return ( (a[0] + b[0]) // 2, (a[1] + b[1]) // 2, (a[2] + b[2]) // 2)
def is_snp(var): """ Check if var is a SNP (not an indel) Args: var: A variant string Returns: True if var represents a SNP, False otherwise. """ if '.' in var or 'd' in var: return False # Variant is an indel return True
def find_cl_max_length(codelist): """ find and return the length of the longest term in the codelist :param codelist: codelist of terms :return: integer length of the longest codelist item """ max_length = 0 for term in codelist.split(", "): if len(term) > max_length: max...
def RMS(goal, output): """ Calc the RMS for a single element """ return ((goal - output) ** 2) / 2
def filter_dict(regex_dict, request_keys): """ filter regular expression dictionary by request_keys :param regex_dict: a dictionary of regular expressions that follows the following format: { "name": "sigma_aldrich", "regexes": ...
def _parse_nyquist_vel(nyquist_vel, radar, check_uniform): """ Parse the nyquist_vel parameter, extract from the radar if needed. """ if nyquist_vel is None: nyquist_vel = [radar.get_nyquist_vel(i, check_uniform) for i in range(radar.nsweeps)] else: # Nyquist velocity explic...
def get_clean_lnlst(line): """ Clean the input data so it's easier to handle """ # Split line lnlst = line.split() # Return proper value if "Label" in line: return [lnlst[1], lnlst[-1]] elif "star" in line: return lnlst else: return None
def getIter(object): """Return an iterator (if any) for object """ iterator = None try: iterator = iter(object) except TypeError: pass return iterator
def determine_keypress(index): """ Determines the appropriate key to press for a given index. Utility function to convert the index of the maximum output value from the neural net into a string containing w, a, s, or d. Returns None if the maximum value from the output layer is found at index 4. - ...
def _make_retry_timeout_kwargs(retry, timeout): """Helper for methods taking optional retry / timout args.""" kwargs = {} if retry is not None: kwargs["retry"] = retry if timeout is not None: kwargs["timeout"] = timeout return kwargs
def _alphabetically_first_motif_under_shift(motif): """Return the permutation of the given repeat motif that's first alphabetically. Args: motif (str): A repeat motif like "CAG". Return: str: The alphabetically first repeat motif. """ minimal_motif = motif double_motif = motif +...
def isgrashof(l1,l2,l3,l4): """ Determine if a four-bar linkage is Grashof class. """ links = [l1,l2,l3,l4] S = min(links) # Shortest link L = max(links) # Largest link idxL = links.index(L) idxS = links.index(S) P, Q = [links[idx] for idx in range(len(links)) if not(idx in (idxL,idx...
def guess_rgb(shape): """ Guess if the passed shape comes from rgb data. If last dim is 3 or 4 assume the data is rgb, including rgba. Parameters ---------- shape : list of int Shape of the data that should be checked. Returns ------- bool If data is rgb or not. ...
def is_special(name): """ Return True if the name starts and ends with a double-underscore. Such names typically have special meaning to Python, e.g. :meth:`__init__`. """ return name.startswith('__') and name.endswith('__')
def get_dict_for_required_fields(required_fields): """This function places the required fields in a properly formatted dictionary. :param required_fields: The board ID, title and type :type required_fields: tuple, list, set :returns: Dictionary containing the required fields """ field_dict = { ...
def bool_deserializer(x): """ This is to be used to deserialize boolean : we consider that if the value is "", then we should return true in order to be able to parse boolean from query strings. eg: http://myhost.com/index?loggedin&admin&page=5 is equivalent to http://myhost.com/index?lo...
def bubbleSort(lst: list) -> list: """Return a new list in acsending order.""" over = False while not over: over = True for i in range(len(lst) - 1): if lst[i] > lst[i + 1]: lst[i], lst[i + 1] = lst[i + 1], lst[i] over = False return lst
def header_name_to_django(header_name): """ Convert header into Django format with HTTP prefix. Args: header_name: HTTP header format (ex. X-Authorization) Returns: django header format (ex. HTTP_X_AUTHORIZATION) """ return '_'.join(('HTTP', header_name.replace('-', '_').upper()...
def find_main_field(field_str): """Find main (most frequent) field of a researcher.""" from collections import Counter try: fields = field_str.split("\|") return Counter(fields).most_common(1)[0][0] except AttributeError: return None
def service_plan_resource_name(value: str) -> str: """Retreive the resource name for a Azure app service plan. The reason to make this conditional is because of backwards compatability; existing environments already have a `functionapp` resource. We want to keep that intact. """ if value == "defaul...
def short_name(name, max_subparts=1): """ Take only first subpart of string if it contains more than one part. Used to extract only first part of first name. """ return ' '.join(name.split(' ')[:max_subparts])
def to_readable_bytes(byte_count: int or None) -> str: """Take in a number of bytes (integer) and write it out in a human readable format (for printing). This method will output a number like "23.52 GiBs", "1.3 MiBs", or "324.45 KiBs" for the corresponding byte count. 1 GiB = 1024 MiBs, 1 MiB = 1024 KiBs, a...
def escape_tex(text): """Substitutes characters for generating LaTeX sources files from Python.""" return text.replace( '%', '\%').replace( '_', '\_').replace( '&', '\&')
def lerp_color(cold, hot, t): """ Linearly interpolates between two colors Arguments: color1 - RGB tuple representing a color color2 - RGB tuple representing a color t - float between 0 and 1 """ r1, g1, b1 = cold r2, g2, b2 = hot r = int(r1 + (r2 - r1) * t) g = int(g1 + (g2...
def collect_context_modifiers(instance, include=None, exclude=None, extra_kwargs=None): """ helper method that updates the context with any instance methods that start with `context_modifier_`. `include` is an optional list of method names that also should be called. Any method names in `exclude` will n...
def sum_range(nums, start=0, end=None): """Return sum of numbers from start...end. - start: where to start (if not provided, start at list start) - end: where to stop (include this index) (if not provided, go through end) >>> nums = [1, 2, 3, 4] >>> sum_range(nums) 10...
def eq_props(prop, object1, object2): """Reports whether two objects have the same value, in R.equals terms, for the specified property. Useful as a curried predicate""" return object1[prop] == object2[prop]
def clamp(x, lower=0, upper=1): """Clamp a value to the given range (by default, 0 to 1).""" return max(lower, min(upper, x))
def norm_angle(a): """Normalizes an angle in degrees to -180 ~ +180 deg.""" a = a % 360 if a >= 0 and a <= 180: return a if a > 180: return -180 + (-180 + a) if a >= -180 and a < 0: return a return 180 + (a + 180)
def pl_to_eng(unit: str) -> str: """Converts Polish terminology to English""" switcher = { "pikinier": "spear", "miecznik": "sword", "topornik": "axe", "lucznik": "archer", "zwiadowca": "spy", "lekki kawalerzysta": "light", "lucznik na koniu": "marcher", ...
def npf_show_address_group_one(ag, hc1, hc0w=0, hc1w=0, hc2w=0, ac0w=2, ac1w=14, ac2w=0): """For displaying one address-group""" # Is this an address-group? if not ag or "name" not in ag or "id" not in ag: return # # Inner function to display entries in a lis...
def option_rep(optionname, optiondef): """Returns a textual representation of an option. option_rep('IndentCaseLabels', ('bool', [])) => 'IndentCaseLabels bool' option_rep('PointerAlignment', ('PointerAlignmentStyle', [u'Left', u'Right', u'Middle'])) => 'PointerAlignment PointerAlig...
def sanitize_result(data): """Sanitize data object for return to Ansible. When the data object contains types such as docker.types.containers.HostConfig, Ansible will fail when these are returned via exit_json or fail_json. HostConfig is derived from dict, but its constructor requires additional ar...
def getPositionAtTime(t): """ Simulation time t runs from 0 to 99 First quarter: walking right from 50, 50 to 250, 50 Second quarter: walking down from 250, 50 to 250, 250 Third quarter: walking left from 250, 250 to 50, 250 Fourth quarter: walking up from 50, 250 to 50, 50 """ if 0 <= ...
def _update_config_reducer(store_dict, data): """ :type store_dict: dict :type data: dict :rtype: dict """ # gather frequency needs always to be positive and not too fast if data.get('gather_frequency', 0) < 30: data['gather_frequency'] = 30 store_dict.update(data) return sto...
def insertion_sort(list,n): """ sort list in assending order INPUT: list=list of values to be sorted n=size of list that contains values to be sorted OUTPUT: list of sorted values in assending order """ for i in range(0,n): key = list[i] j = i - 1 ...
def _getClientName(client): """ Return the unique id for the client Args: client list<>: the client which send the message of the from [ip (str), port (int)] Return: str: the id associated with the client """ return 'room-' + client[0] + '-' + str(client[1])
def wrap_p(msg): """wraps text in a paragraph tag for good desploy""" return "<p>{}</p>".format(msg)
def color_pvalues(value): """ Color pvalues in output tables. """ if value < 0.01: color = "darkorange" elif value < 0.05: color = "red" elif value < 0.1: color = "magenta" else: color = "black" return "color: %s" % color
def count_spaces(docstring): """ Hacky function to figure out the minimum indentation level of a docstring. """ lines = docstring.split("\n") for line in lines: if line.startswith(" "): for t in range(len(line)): if line[t] != " ": return ...
def flatten_officer_search(officers): """ Expects a messy list of officer searches record from paginate_search(). Unpacks nested results into one, long manageable list. """ flat_officers = [] for i in officers: try: if len(i) > 1: for x in i: ...
def count_circles_of_2d_array(array): """ Returns: Total number of circles in array """ total_circles = 0 for row in range(len(array)): total_circles += len(array[row]) return total_circles
def heartRateSignleMeasurementHandler(data): """ For get this answer need to sent AB 05 FF 31 09 00 FF """ # Only for testing - no detailed parsing, just form answer return bytearray([0xAB, 0x04, 0xFF, 0x31, 0x09, 0x44])
def get_command_from_state(state): """ This method gets appropriate command name for the state specified. It returns the command name for the specified state. :param state: The state for which the respective command name is required. """ command = None if state == 'present': command ...
def str2bool(str0): """Convert a string to a Boolean value. Parameters ---------- str0 : str String to convert. Returns ------- bool ``True`` when successful, ``False`` when failed. """ if str0.lower() == "false": return False elif str0 == "true": ...
def _iscomment(line): """ Comment lines begin with the character '#', '', or all whitespace. """ if line == '': return True if line.isspace(): return True elif line.strip()[0] == '#': return True else: return False
def get_fileno(fd_or_obj): """Returns the file descriptor number for the given `fd_or_obj`""" try: return int(fd_or_obj) except: if hasattr(fd_or_obj, 'fileno') and callable(fd_or_obj.fileno): return fd_or_obj.fileno() raise TypeError("Unable to get fd from %s" % fd_or_obj)
def is_sorted(items): """Return a boolean indicating whether given items are in sorted order. Running time: O(n) because at most loop through the entire array Memory usage: O(1) because not creating any new space and everything is done in place""" for i in range(len(items) - 1): # if next item i...
def cancel_job(job_id): """ Cancel job :param job_id: int, job id :return: if success, return 1, else return 0 """ import subprocess try: step_process = subprocess.Popen(('bkill', str(job_id)), shell=False, stdout=subprocess.PIPE, stderr=subpro...
def ru2ra(x, ra1=0., ra2=360.): """Transform a random uniform number to a RA between the RA specified as an input""" return x*(ra2-ra1)+ra1
def listToStr(lst): """This method makes comma separated list item string""" return ','.join(lst)
def tolist(arg, length=None): """Makes sure that arg is a list.""" if isinstance(arg, str): arg = [arg] try: (e for e in arg) except TypeError: arg = [arg] arg = list(arg) if length is not None: if len(arg) == 1: arg *= length elif len(arg...
def num_decodings(s): """ dp[i]: ways to decode s[:i] dp[0] = dp[1] = 1 if s[0] != '0' dp[i] = 0 if s[i-1] == "0" + dp[i-1] if s[i-1] != "0" + dp[i-2] if "09" < s[i-2:i] < "27" """ if not s or s[0] == '0': return 0 n = len(s) dp = [0] * (n + 1) dp[0] = dp[1] = ...
def W2020_2021(number): """ The week of the year Parameters ---------- :param number: A specific number :type number: int Returns ------- :return: week of the year :Examples: >>> W200_2021("2020-S35") """ if (number == 53): return "202"+str(number//54)+...
def is_poly(segm): """Determine if segm is a polygon. Valid segm expected (polygon or RLE).""" assert isinstance(segm, (list, dict)), \ 'Invalid segm type: {}'.format(type(segm)) return isinstance(segm, list)
def prefix0(h): """Prefixes code with leading zeros if missing.""" if len(h) < 6: h = '0'*(6-len(h)) + h return h

def escape(text: str) -> str: """Make escaped text.""" return text.replace('&', '&').replace('<', '<').replace('>', '>')

def format_(string): """dos2unix and add newline to end if missing.""" string = string.replace('\r\n', '\n').replace('\r', '\n') if not string.endswith('\n'): string = string + '\n' return string

def _get_pages(current_page, last_page): """Return a list of pages to be used in the rendered template from the last page number.""" pages = [] if current_page > 3: pages.append(1) if current_page > 4: pages.append('...') pages.extend( range( max(current_pag...

def scrap_last_name(file): """ Getting folder name from the splitted file_name If the file_name is data_FXVOL_20130612.xml, then the folder name returned will be '201306' """ if file.startswith('data_') and file.endswith('.xml') and file.count('_') == 2: split_name = file.split('_') ...

def index( items ): """Index of the first nonzero item. Args: items: Any iterable object Returns: The index of the first item for which bool(item) returns True. """ for i, item in enumerate(items): if item: return i raise ValueError

def regex_join(*regexes: str) -> str: """Join regular expressions with logical-OR operator '|'. Args: *regexes: regular expression strings to join. Return: Joined regular expression string. """ regex = "|".join([r for r in regexes if r]) return regex

def get_line_data(line, separator=None): """Converts a line scraped from a web page into a list. Parameters: - line, a line scraped (read) from a web page. The type is <class 'bytes'>. - separator (optional, default value None). If set, becomes the optional separator argument to th...

def roi_to_zoom(roi, resolution): """Gets x,y,w,h zoom parameters from region of interest coordinates""" ((x1,y1),(x2,y2)) = roi z0 = round(x1 / resolution[0],2) z1 = round(y1 / resolution[1],2) z2 = round((x2-x1) / resolution[0],2) z3 = round((y2-y1) / resolution[1],2) return (z0, z1, z2...

def count_in_progress(state, event): """ Count in-progress actions. Returns current state as each new produced event, so we can see state change over time """ action = event['action'] phase = event['phase'] if phase == 'start': state[action] = state.get(action, 0) + 1 elif ...

def format_action(action): """Format request action.""" return '<name>{0}</name>'.format(action)

def count_iter(iterator): """Efficiently count number of items in an iterator""" return sum(1 for _ in iterator)

def mk_url(address, port, password): """ construct the url call for the api states page """ url = '' if address.startswith('http://'): url += address else: url += 'http://' + address url += ':' + port + '/api/states?' if password is not None: url += 'api_password=' + pass...

def promptNsfwDownload(postSafetyLevel : int) -> bool: """Prompts the user if the download should continue on sensitive/NSFW posts""" # prompt for NSFW download: while True: #prompt response nsfwPrompt = "" # verify post safetly level # newly-discovered criteria: # ...

def input_validation(input): """ This function is used to test the stock ticker inputs and validate that they pass the two key characteristics tests: being less than 5 characters in length and having no digits. @param: input is a string argument that represents the given input the c...

def sum_distributions(actual, update): """ Sum distributions of two distribution arrays :param actual: first dict with distribution array :param update: second dict with distribution array :return: Dictionary with sum of distribution as a value of "distributions" key and output information """ ...

def count_common_words(x, y): """ Extract number of common word between two strings """ try: words, cnt = x.split(), 0 for w in words: if y.find(w) >= 0: cnt += 1 return cnt except Exception as e: print(f"Exception raised:\n{e}") return 0

def is_happy(n): """ Determine whether or not a number is happy :param n: given number :type n: int :return: whether or not a number is happy :rtype: bool """ def digits_square(num): """ Compute the sum of the squares of digits of given number :param num: given...

def url_validator(value): """A custom method to validate any website url """ import re regex = re.compile( r'^https?://|www\.|https?://www\.' # http:// or https:// or www. r'(?:(?:[A-Z0-9](?:[A-Z0-9-]{0,61}[A-Z0-9])?\.)+[A-Z]{2,6}\.?|' #domain... r'\d{1,3}\.\d{1,3}\.\d{1,3}\.\d{1,...

def pathway(nodes): """ Converts a list of joined nodes into the pairwise steps Parameters ---------- nodes : list list of integers of nodes to convert Returns ------- List of tuples of edges involved in pathway """ steps = [] for i in range(len(nodes) - 1): ...

def nested_dict_var_dicts(var, var_list=[]): """Searches a nested dictionary for a key and returns the first key it finds. Returns None if not found. Warning: if key is in multiple nest levels, this will only return one of those values.""" if hasattr(var, 'iteritems'): for k, v in var.items(): i...

def celsius(value: float, target_unit: str) -> float: """ Utility function for Celsius conversion in Kelvin or in Fahrenheit :param value: temperature :param target_unit: Celsius, Kelvin or Fahrenheit :return: value converted in the right scale """ if target_unit == "K": # Convert i...

def convertBytes(num): """ this function will convert bytes to MB.... GB... etc """ for x in ['bytes', 'KB', 'MB', 'GB', 'TB']: if num < 1024.0: return "%3.1f %s" % (num, x) num /= 1024.0

def get_loss_and_metrics(fcn, **kwargs): """Get both loss and metrics from a callable.""" loss = fcn(**kwargs) metrics = {} if isinstance(loss, dict): metrics = loss.get('metrics', {}) loss = loss['loss'] return loss, metrics

def pmvAtomStrip(atom, mol_name = None): """ transform PDB(QT) atoms to PMV syntax "ATOM 455 N GLY A 48 -2.978 5.488 6.818 1.00 11.64 -0.351 N" (xJ1_xtal) | \./ ' xJ1_xtal:A:GLY48:N """ chain = atom[21].strip() res_name = atom[16:21]....

def cver(verstr): """Converts a version string into a number""" if verstr.startswith("b"): return float(verstr[1:])-100000 return float(verstr)

def is_a_pooling_layer_label(layer_label): """ Returns true if a pooling layer. """ return 'pool' in layer_label

def feature_collection( data, lat_field="latitude", lon_field="longitude", spatial_ref=4326 ): """ Assemble an ArcREST featureCollection object spec: http://resources.arcgis.com/en/help/arcgis-rest-api/#/Feature_object/02r3000000n8000000/ """ features = [] for record in data: new_r...

def cohort_aggregator(results): """ Aggregate the number of individuals included in the cohort definition. """ count = {} for result in results: count[result[0]] = result[1] return count

def extract_hashtags(text): """ Extracts a list with the hashtags that are included inside a text. Args: text: (str) The raw text. Returns: List with the found hashtags. """ return list(set(part for part in text.split() if part.startswith('#')))

def format_changes_plain(oldf, # type: str newf, # type: str changes, # type: list ignore_ttl=False ): # type: (...) -> str """format_changes(oldfile, newfile, changes, ignore_ttl=False) -> str Given 2 filenames and a list of changes from diff_zones, produce diff-like output....

def k_to_f(degrees): """ Convert degrees kelvin to degrees fahrenheit """ return degrees * 9/5 - 459.67

def read_DDTpos(inhdr): """ Read reference wavelength and DDT-estimated position from DDTLREF and DDT[X|Y]P keywords. Will raise KeyError if keywords are not available. """ try: lddt = inhdr['DDTLREF'] # Ref. wavelength [A] xddt = inhdr['DDTXP'] # Predicted position [spx] ...

def _reg2float(reg): """Converts 32-bit register value to floats in Python. Parameters ---------- reg: int A 32-bit register value read from the mailbox. Returns ------- float A float number translated from the register value. """ if reg == 0: return 0.0 ...

def Join(sourcearray, delimeter=" "): """Join a list of strings""" s_list = map(str, sourcearray) return delimeter.join(s_list)

def recvall(sock, n): """helper function to receive n bytes from (sock)et or return None if EOF is hit""" data = b'' while len(data) < n: packet = sock.recv(n - len(data)) if not packet: return None data += packet return data

def get_with_path(d, path): """In a nested dict/list data structure, set the entry at path. In a data structure composed of dicts, lists and tuples, apply each key in sequence, return the result. Args: d: Dict/list/tuple data structure path: List of keys Returns: Whatever ...

def n_considered_cells(cc, look_at): """ Calculates the number of considered cells """ count = 0 for p in cc: if not look_at[p]: continue if p==0 or cc[p]==0: continue count += 1 return count

def create_index_query(node_type, indexed_property): """ Create the query for the index statement. See: https://neo4j.com/docs/cypher-manual/current/indexes-for-search-performance/ """ print(f'CREATE INDEX ON :{node_type}({indexed_property});') return f'CREATE INDEX ON :{node_type}({indexed_property...

def insertionSort(array): """returns sorted array""" length = len(array) for i in range(1, length): key = array[i] j = i - 1 while(j>=0 and key < array[j]): array[j+1] = array[j] j -= 1 array[j+1] = key return array

def get_coords_animal(position, animal): """ Retourne toutes les coordonnes de l'animal a parti de la position du coin en bas a gauche """ lvects = animal[2] lpos = [] for v in lvects: lpos.append((position[0]+v[0], position[1] + v[1])) return lpos

def parse_version(s): """poor man's version comparison""" return tuple(int(p) for p in s.split('.'))

def get_domain(email): """Get a domain from the e-mail address. """ split = email.split('@') if len(split) < 2: return '' domain = split[1] # FIXME Quick hack: foo.example.com -> example.com if (domain != 'users.noreply.github.com' and domain.endswith('.com')): s...

def validate_cISSN(issn:str) -> bool: """ Validates the last character (c) of the ISSN number, based on the first 7 digits returns: boolean: True if c is valid False otherwise """ assert type(issn) == str, "issn must be a string" issn_num = issn[:4] + issn[5:-1] issn_c = issn[-1] ...

def fizz_buzz(number: int) -> str: """ Play Fizz buzz :param number: The number to check. :return: 'fizz' if the number is divisible by 3. 'buzz' if it's divisible by 5. 'fizz buzz' if it's divisible by both 3 and 5. The number, as a string, otherwise. """ if number % 15...

def average(a, b): """Return the average of two RGB colors.""" return ( (a[0] + b[0]) // 2, (a[1] + b[1]) // 2, (a[2] + b[2]) // 2)

def is_snp(var): """ Check if var is a SNP (not an indel) Args: var: A variant string Returns: True if var represents a SNP, False otherwise. """ if '.' in var or 'd' in var: return False # Variant is an indel return True

def find_cl_max_length(codelist): """ find and return the length of the longest term in the codelist :param codelist: codelist of terms :return: integer length of the longest codelist item """ max_length = 0 for term in codelist.split(", "): if len(term) > max_length: max...

def RMS(goal, output): """ Calc the RMS for a single element """ return ((goal - output) ** 2) / 2

def filter_dict(regex_dict, request_keys): """ filter regular expression dictionary by request_keys :param regex_dict: a dictionary of regular expressions that follows the following format: { "name": "sigma_aldrich", "regexes": ...

def _parse_nyquist_vel(nyquist_vel, radar, check_uniform): """ Parse the nyquist_vel parameter, extract from the radar if needed. """ if nyquist_vel is None: nyquist_vel = [radar.get_nyquist_vel(i, check_uniform) for i in range(radar.nsweeps)] else: # Nyquist velocity explic...

def get_clean_lnlst(line): """ Clean the input data so it's easier to handle """ # Split line lnlst = line.split() # Return proper value if "Label" in line: return [lnlst[1], lnlst[-1]] elif "star" in line: return lnlst else: return None

def getIter(object): """Return an iterator (if any) for object """ iterator = None try: iterator = iter(object) except TypeError: pass return iterator

def determine_keypress(index): """ Determines the appropriate key to press for a given index. Utility function to convert the index of the maximum output value from the neural net into a string containing w, a, s, or d. Returns None if the maximum value from the output layer is found at index 4. - ...

def _make_retry_timeout_kwargs(retry, timeout): """Helper for methods taking optional retry / timout args.""" kwargs = {} if retry is not None: kwargs["retry"] = retry if timeout is not None: kwargs["timeout"] = timeout return kwargs

def _alphabetically_first_motif_under_shift(motif): """Return the permutation of the given repeat motif that's first alphabetically. Args: motif (str): A repeat motif like "CAG". Return: str: The alphabetically first repeat motif. """ minimal_motif = motif double_motif = motif +...

def isgrashof(l1,l2,l3,l4): """ Determine if a four-bar linkage is Grashof class. """ links = [l1,l2,l3,l4] S = min(links) # Shortest link L = max(links) # Largest link idxL = links.index(L) idxS = links.index(S) P, Q = [links[idx] for idx in range(len(links)) if not(idx in (idxL,idx...

def guess_rgb(shape): """ Guess if the passed shape comes from rgb data. If last dim is 3 or 4 assume the data is rgb, including rgba. Parameters ---------- shape : list of int Shape of the data that should be checked. Returns ------- bool If data is rgb or not. ...

def is_special(name): """ Return True if the name starts and ends with a double-underscore. Such names typically have special meaning to Python, e.g. :meth:`__init__`. """ return name.startswith('__') and name.endswith('__')

def get_dict_for_required_fields(required_fields): """This function places the required fields in a properly formatted dictionary. :param required_fields: The board ID, title and type :type required_fields: tuple, list, set :returns: Dictionary containing the required fields """ field_dict = { ...

def bool_deserializer(x): """ This is to be used to deserialize boolean : we consider that if the value is "", then we should return true in order to be able to parse boolean from query strings. eg: http://myhost.com/index?loggedin&admin&page=5 is equivalent to http://myhost.com/index?lo...

def bubbleSort(lst: list) -> list: """Return a new list in acsending order.""" over = False while not over: over = True for i in range(len(lst) - 1): if lst[i] > lst[i + 1]: lst[i], lst[i + 1] = lst[i + 1], lst[i] over = False return lst

def header_name_to_django(header_name): """ Convert header into Django format with HTTP prefix. Args: header_name: HTTP header format (ex. X-Authorization) Returns: django header format (ex. HTTP_X_AUTHORIZATION) """ return '_'.join(('HTTP', header_name.replace('-', '_').upper()...

def find_main_field(field_str): """Find main (most frequent) field of a researcher.""" from collections import Counter try: fields = field_str.split("|") return Counter(fields).most_common(1)[0][0] except AttributeError: return None

def service_plan_resource_name(value: str) -> str: """Retreive the resource name for a Azure app service plan. The reason to make this conditional is because of backwards compatability; existing environments already have a `functionapp` resource. We want to keep that intact. """ if value == "defaul...

def short_name(name, max_subparts=1): """ Take only first subpart of string if it contains more than one part. Used to extract only first part of first name. """ return ' '.join(name.split(' ')[:max_subparts])

def to_readable_bytes(byte_count: int or None) -> str: """Take in a number of bytes (integer) and write it out in a human readable format (for printing). This method will output a number like "23.52 GiBs", "1.3 MiBs", or "324.45 KiBs" for the corresponding byte count. 1 GiB = 1024 MiBs, 1 MiB = 1024 KiBs, a...

def escape_tex(text): """Substitutes characters for generating LaTeX sources files from Python.""" return text.replace( '%', '\%').replace( '_', '\_').replace( '&', '\&')

def lerp_color(cold, hot, t): """ Linearly interpolates between two colors Arguments: color1 - RGB tuple representing a color color2 - RGB tuple representing a color t - float between 0 and 1 """ r1, g1, b1 = cold r2, g2, b2 = hot r = int(r1 + (r2 - r1) * t) g = int(g1 + (g2...

def collect_context_modifiers(instance, include=None, exclude=None, extra_kwargs=None): """ helper method that updates the context with any instance methods that start with `context_modifier_`. `include` is an optional list of method names that also should be called. Any method names in `exclude` will n...

def sum_range(nums, start=0, end=None): """Return sum of numbers from start...end. - start: where to start (if not provided, start at list start) - end: where to stop (include this index) (if not provided, go through end) >>> nums = [1, 2, 3, 4] >>> sum_range(nums) 10...

def eq_props(prop, object1, object2): """Reports whether two objects have the same value, in R.equals terms, for the specified property. Useful as a curried predicate""" return object1[prop] == object2[prop]

def clamp(x, lower=0, upper=1): """Clamp a value to the given range (by default, 0 to 1).""" return max(lower, min(upper, x))

def norm_angle(a): """Normalizes an angle in degrees to -180 ~ +180 deg.""" a = a % 360 if a >= 0 and a <= 180: return a if a > 180: return -180 + (-180 + a) if a >= -180 and a < 0: return a return 180 + (a + 180)

def pl_to_eng(unit: str) -> str: """Converts Polish terminology to English""" switcher = { "pikinier": "spear", "miecznik": "sword", "topornik": "axe", "lucznik": "archer", "zwiadowca": "spy", "lekki kawalerzysta": "light", "lucznik na koniu": "marcher", ...

def npf_show_address_group_one(ag, hc1, hc0w=0, hc1w=0, hc2w=0, ac0w=2, ac1w=14, ac2w=0): """For displaying one address-group""" # Is this an address-group? if not ag or "name" not in ag or "id" not in ag: return # # Inner function to display entries in a lis...

def option_rep(optionname, optiondef): """Returns a textual representation of an option. option_rep('IndentCaseLabels', ('bool', [])) => 'IndentCaseLabels bool' option_rep('PointerAlignment', ('PointerAlignmentStyle', [u'Left', u'Right', u'Middle'])) => 'PointerAlignment PointerAlig...

def sanitize_result(data): """Sanitize data object for return to Ansible. When the data object contains types such as docker.types.containers.HostConfig, Ansible will fail when these are returned via exit_json or fail_json. HostConfig is derived from dict, but its constructor requires additional ar...

def getPositionAtTime(t): """ Simulation time t runs from 0 to 99 First quarter: walking right from 50, 50 to 250, 50 Second quarter: walking down from 250, 50 to 250, 250 Third quarter: walking left from 250, 250 to 50, 250 Fourth quarter: walking up from 50, 250 to 50, 50 """ if 0 <= ...

def _update_config_reducer(store_dict, data): """ :type store_dict: dict :type data: dict :rtype: dict """ # gather frequency needs always to be positive and not too fast if data.get('gather_frequency', 0) < 30: data['gather_frequency'] = 30 store_dict.update(data) return sto...

def insertion_sort(list,n): """ sort list in assending order INPUT: list=list of values to be sorted n=size of list that contains values to be sorted OUTPUT: list of sorted values in assending order """ for i in range(0,n): key = list[i] j = i - 1 ...

def _getClientName(client): """ Return the unique id for the client Args: client list<>: the client which send the message of the from [ip (str), port (int)] Return: str: the id associated with the client """ return 'room-' + client[0] + '-' + str(client[1])

def wrap_p(msg): """wraps text in a paragraph tag for good desploy""" return "<p>{}</p>".format(msg)

def color_pvalues(value): """ Color pvalues in output tables. """ if value < 0.01: color = "darkorange" elif value < 0.05: color = "red" elif value < 0.1: color = "magenta" else: color = "black" return "color: %s" % color

def count_spaces(docstring): """ Hacky function to figure out the minimum indentation level of a docstring. """ lines = docstring.split("\n") for line in lines: if line.startswith(" "): for t in range(len(line)): if line[t] != " ": return ...

def flatten_officer_search(officers): """ Expects a messy list of officer searches record from paginate_search(). Unpacks nested results into one, long manageable list. """ flat_officers = [] for i in officers: try: if len(i) > 1: for x in i: ...

def count_circles_of_2d_array(array): """ Returns: Total number of circles in array """ total_circles = 0 for row in range(len(array)): total_circles += len(array[row]) return total_circles

def heartRateSignleMeasurementHandler(data): """ For get this answer need to sent AB 05 FF 31 09 00 FF """ # Only for testing - no detailed parsing, just form answer return bytearray([0xAB, 0x04, 0xFF, 0x31, 0x09, 0x44])

def get_command_from_state(state): """ This method gets appropriate command name for the state specified. It returns the command name for the specified state. :param state: The state for which the respective command name is required. """ command = None if state == 'present': command ...

def str2bool(str0): """Convert a string to a Boolean value. Parameters ---------- str0 : str String to convert. Returns ------- bool ``True`` when successful, ``False`` when failed. """ if str0.lower() == "false": return False elif str0 == "true": ...

def _iscomment(line): """ Comment lines begin with the character '#', '', or all whitespace. """ if line == '': return True if line.isspace(): return True elif line.strip()[0] == '#': return True else: return False

def get_fileno(fd_or_obj): """Returns the file descriptor number for the given `fd_or_obj`""" try: return int(fd_or_obj) except: if hasattr(fd_or_obj, 'fileno') and callable(fd_or_obj.fileno): return fd_or_obj.fileno() raise TypeError("Unable to get fd from %s" % fd_or_obj)

def is_sorted(items): """Return a boolean indicating whether given items are in sorted order. Running time: O(n) because at most loop through the entire array Memory usage: O(1) because not creating any new space and everything is done in place""" for i in range(len(items) - 1): # if next item i...

def cancel_job(job_id): """ Cancel job :param job_id: int, job id :return: if success, return 1, else return 0 """ import subprocess try: step_process = subprocess.Popen(('bkill', str(job_id)), shell=False, stdout=subprocess.PIPE, stderr=subpro...

def ru2ra(x, ra1=0., ra2=360.): """Transform a random uniform number to a RA between the RA specified as an input""" return x*(ra2-ra1)+ra1

def listToStr(lst): """This method makes comma separated list item string""" return ','.join(lst)

def tolist(arg, length=None): """Makes sure that arg is a list.""" if isinstance(arg, str): arg = [arg] try: (e for e in arg) except TypeError: arg = [arg] arg = list(arg) if length is not None: if len(arg) == 1: arg *= length elif len(arg...

def num_decodings(s): """ dp[i]: ways to decode s[:i] dp[0] = dp[1] = 1 if s[0] != '0' dp[i] = 0 if s[i-1] == "0" + dp[i-1] if s[i-1] != "0" + dp[i-2] if "09" < s[i-2:i] < "27" """ if not s or s[0] == '0': return 0 n = len(s) dp = [0] * (n + 1) dp[0] = dp[1] = ...

def W2020_2021(number): """ The week of the year Parameters ---------- :param number: A specific number :type number: int Returns ------- :return: week of the year :Examples: >>> W200_2021("2020-S35") """ if (number == 53): return "202"+str(number//54)+...

def is_poly(segm): """Determine if segm is a polygon. Valid segm expected (polygon or RLE).""" assert isinstance(segm, (list, dict)), \ 'Invalid segm type: {}'.format(type(segm)) return isinstance(segm, list)

def prefix0(h): """Prefixes code with leading zeros if missing.""" if len(h) < 6: h = '0'*(6-len(h)) + h return h