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def _point_to_bytes(point, compressed = True): """ Point serialisation. Serialization is the standard one: - O2 x for even x in compressed form - 03 x for odd x in compressed form - 04 x y for uncompressed form """ if compressed: b = point.x.to_bytes(32,'bi...
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def command(cmd, *parameters): """ Helper function. Prints the gprMax #<cmd>: <parameters>. None is ignored in the output. Args: cmd (str): the gprMax cmd string to be printed *parameters: one or more strings as arguments, any None values are ignored Returns: s ...
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def ConfigToNumElectrons(config, ignoreFullD=0, ignoreFullF=0): """ counts the number of electrons appearing in a configuration string **Arguments** - config: the configuration string (e.g. '2s^2 2p^4') - ignoreFullD: toggles not counting full d shells - ignoreFullF: toggles not counting ful...
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def pipe(*fns): """ Given a list of queryset functions as *args, return a new queryset function that calls each function in turn, passing the return value of each as the argument to the next. """ def piped(queryset): for fn in fns: queryset = fn(queryset) return quer...
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def lin_interpolate(x, x0, x1, y0, y1): """Linear interpolation formula Notes ----- Given two x values and their corresponding y values, interpolate for an unknown y value at x Parameters ---------- x : `float` The x value at which the y value is unknown \n x0 : `fl...
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import math def x_round(x): """Round up time in 15 minutes """ return math.ceil(x * 4) / 4
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import functools import operator def _has_pattern_match(name: str, patterns) -> bool: """Check if name matches any of the patterns""" return functools.reduce( operator.or_, map(lambda r: r.search(name) is not None, patterns), False)
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def create_input_obj(val, cols_list, input_type=None, condition=False): """ Used to generate larger input objects for the query creation e.g., by iterating in a list Example use: create_input_obj(1, "uid") Output form: [{"val": uid, "cols": ["uid"], "type": "exact", "condition": True}] """ input...
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def expand_pv(pv): """ Returns the LCS Process Variable in full syntax AADDDNNNCMM as a string where AA is two character area, DD is device type, NNN is device number, C is channel type, MM is channel number Returns partial PVs when input string is incomplete. ...
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def text_getter(obj): """ Return the text of an individual DOM node. Parameters ---------- obj : node-like A DOM node. Returns ------- text : str or unicode The text from an individual DOM node. """ return str(obj.text)
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def readlines(filename): """ Read a file and return the contents as a list of lines. Arguments: filename name of the file to read Returns: A list of stripped lines. """ with open(filename) as infile: lines = infile.readlines() return [l.strip() for l in lines]
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def increase_by_1_loop(dummy_list): """ Increase the value by 1 by looping through each value in the list Return ------ A new list containing the new values Parameters ---------- dummy_list: A list containing integers """ secondlist=[] for i in range(0,len(dummy_list)): ...
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def _lower_locale(self, locale): """ Converts the given locale string value to the lower version of it. :type locale: String :param locale: The lower locale string value to be converted. :rtype: String :return: The lower locale string value. """ # converts the locale to lower, ...
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def _nt_sum(cobj, prop, theta): """ Create sum expressions in n-t forms (sum(n[i]*theta**t[i])) Args: cobj: Component object that will contain the parameters prop: name of property parameters are associated with theta: expression or variable to use for theta in expression Retur...
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def dm2skin_getNumberOfNonZeroElements(list): """Returns the number of non-zero elements in the given list""" return int(sum([1 for x in list if x != 0.0]))
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def uniq(seq): """Return unique elements in the input collection, preserving the order. :param seq: sequence to filter :return: sequence with duplicate items removed """ seen = set() return [x for x in seq if not (x in seen or seen.add(x))]
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def parse_line_comment(lang, state, keep_tokens=True): """ Returns the single-line comment at the beginning of state.line, otherwise the empty string. Args: lang (Language): Syntax description for the language being parsed. state (State): Parser state keep_tokens (bool...
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from typing import List def piecewise_volume_conversion( ul: float, sequence: List[List[float]]) -> float: """ Takes a volume in microliters and a sequence representing a piecewise function for the slope and y-intercept of a ul/mm function, where each sub-list in the sequence contains: ...
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def trace_dispatch(trace, command, func): """ Returns a wrapper for ``func`` which will record the dispatch in the trace log. """ def dispatch(event): func(event) trace.recordEvent(command, event) return dispatch
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def __collinear(a, b, c, thresh=1e-10): """Checks if 3 2D points are collinear.""" x1,y1 = a; x2,y2 = b; x3,y3 = c return abs(x1*(y2-y3)+x2*(y3-y1)+x3*(y1-y2)) < thresh
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from typing import Counter def count_repeated(sequence: list, nth_repeated: int) -> str: """ >>> sequence = ['Algorithms','Algorithm','Python','Python','The','Python','The'] >>> nth_repeated = 2 >>> print(count_repeated(sequence, nth_repeated)) The """ return "" if nth_repeated < 1 else Co...
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def is_valid_service_exploit(e): """ Check whether service exploit is valid """ if type(e) != list or len(e) != 2: return False if type(e[0]) != float or (type(e[1]) != float and type(e[1]) != int): return False if e[0] < 0 or e[0] > 1 or e[1] < 0: return False return...
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def intersect(index, keys): """ Utility method to compute the intersection of all the sets in index that correspond to the given keys keys. Args: index, hash for format {key -> set()} keys, list of strings Returns: set, the intersection of all the sets in index that correspond to...
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def curve(t, acc_t, fast_t, dec_t, slow_t, fast, slow): """Returns a speed value between 0 and fast for a given t t is the time (a float in seconds), from zero at which point acceleration starts typically t would be incrementing in real time as the door is opening/closing acc_t is the accelerat...
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def filter_key_in_values(rows, key, values): """ Return all the `rows` whose value for `key` is in the list `values`. """ if isinstance(values, str): values = [values] return list(filter(lambda r: r[key] in values, rows))
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import torch def squeeze_expand_dim(tensor, axis): """ helper to squeeze a multi-dim tensor and then unsqueeze the axis dimension if dims < 4""" tensor = torch.squeeze(tensor) if len(list(tensor.size())) < 4: return tensor.unsqueeze(axis) else: return tensor
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import re def compile_matcher(regex): """Returns a function that takes one argument and returns True or False. Regex is a regular expression. Empty regex matches everything. There is one expression: if the regex starts with "!", the meaning of it is reversed. """ if not regex: retur...
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def _cache_key_func(system, method): """Construct cache key for a given system and method pair.""" if not isinstance(method, str): method = method.__name__ return (f"{type(system).__name__}.{method}", id(system))
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import random def new_episode(client, carla_settings, position, vehicle_pair, pedestrian_pair, set_of_weathers): """ Start a CARLA new episode and generate a target to be pursued on this episode Args: client: the client connected to CARLA now carla_settings: a carla settings object to be ...
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def __getTriangleCentroid(triangle): """ Returns the centroid of a triangle in 3D-space """ # group the xs, ys, and zs coordGroups = zip(triangle[0], triangle[1], triangle[2]) centroid = tuple([sum(coordGroup)/3.0 for coordGroup in coordGroups]) return centroid
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import re def is_bible_verse(s: str) -> bool: """ Does a text contain reference to a part of the Bible? example: is_bible_verse("text filler blah blah 1 Mark 23: 45-67 ") -> True """ re_pattern = r"((?:\d +)?[A-Za-z]+) +(\d\d?) +(\d\d?-\d\d?|\d\d?)(?: +|$)" s = s.replace(';', ' ').replace('...
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import math def vector_coordinates(phi, theta): """ Returns 3D vector which points to the pixel location inside a sphere. """ return (math.cos(phi) * math.cos(theta), # X math.sin(phi), # Y math.cos(phi) * math.sin(theta))
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def solution(x: int, a: list) -> int: """ Finds the earliest time at which a frog can cross a river. :param x: Number of positions a leaf can fall. :param a: A list of positions. :returns: The time which a frog can get from position 0 to position X+1 or -1 if it can never reach it. ...
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def remove_sorting_column(player_data_list): """Remove sorting qualifier column. Args: player_data_list: list with player data Returns: player data list with sorting column removed """ return [entry[:-1] for entry in player_data_list]
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def generate_username(membersuite_object): """Return a username suitable for storing in auth.User.username. Has to be <= 30 characters long. (Until we drop support for Django 1.4, after which we can define a custom User model with a larger username field.) We want to incorporate the membersuite_i...
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import re def initials(phrase): """ Return a string composed of the first letter of each word in the phrase """ return re.sub(r'(?:^| +)(\S)\S*', r'\1', phrase)
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def gen_node_name_filter(node_names): """Generates a drydock compatible node filter using only node names :param node_names: the nodes with which to create a filter """ return { 'filter_set_type': 'union', 'filter_set': [ { 'filter_type': 'union', ...
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def middle(t): """ Return a new list that doesn't include the first or last elements from the original. """ res = t del(res[0]) del(res[-1]) return res
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def set_bit(value, index, high=True): """Set the index:th bit of value. Args: value (int): Number that will have bit modified. index (int): Index of bit to set. high (bool): True (default) = set bit high, False = set bit low """ mask = 1 << index value &= ~mask if high: ...
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def alignment_params(screen): """ Takes a camera screen dictionary as input. Locates all scaffold intersections and calculates their alignment parameter (distance from left edge * distance from top edge). Returns the sum of the alignment parameters and an updated screen showing their positions....
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def lagrangeg(mu, r2, tau): """Compute 1st order approximation to Lagrange's g function. Args: mu (float): gravitational parameter attracting body r2 (float): radial distance tau (float): time interval Returns: float: Lagrange's g function value """ ...
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def is_ask_help(text: str) -> bool: """ A utility method to tell if the input text is asking for help. """ sample_phrases = [ "help", "help me", "i need help", "i'm lost", "i am lost" ] text = text.strip() return any(text == phrase for phrase in sample_phrases)
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def clean_predictor_name(predictor: str) -> str: """Strip-off redundant suffix (e.g. "_enc" or "_bin") from the predictor name to return a clean version of the predictor Args: predictor (str): Description Returns: str: Description """ return (predictor.replace("_enc", "").repla...
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def check_ascending(ra, dec, vel, verbose=False): """ Check if the RA, DEC and VELO axes of a cube are in ascending order. It returns a step for every axes which will make it go in ascending order. :param ra: RA axis. :param dec: DEC axis. :param vel: Velocity axis. :returns: Step for R...
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def hacktoberfest_events(tablerows): """This function takes the list of tablerows as input and performs scraping of required elements as well as stores the scraped data into a dictionary and returns that dictionary Args: tablerows (list): Lis of tablerows of the target elements. """ ...
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import re def is_same_gws(path1, path2): """ Check that two paths both start with the same group workspace name. It's assumed that both paths are both in either the old-style or both in the new-style format. :param str path1: The first path :param str path2: The second path :returns: Tru...
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def get_setting_name_and_refid(node): """Extract setting name from directive index node""" entry_type, info, refid = node['entries'][0][:3] return info.replace('; setting', ''), refid
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from typing import Dict def response_success(response: Dict) -> bool: """ Parse a response from a request issued by any botocore.client.BaseClient to determine whether the request was successful or not. :param response: :return: boolean :raises: KeyError if the response is not an AWS response ...
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def format_datetime_for_google_timestamp(dt): """ Formats a datetime for use in a Google API request that expects a timestamp (e.g.: file watch expiration – https://developers.google.com/drive/api/v3/reference/files/watch#request-body) Args: dt (datetime.datetime): Returns: int: Th...
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def strip_node_name(node_name): """Strips off ports and other decorations to get the underlying node name.""" if node_name.startswith("^"): node_name = node_name[1:] return node_name.split(':')[0]
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from typing import Tuple import re def parse_hp_condition(hp_condition: str) -> Tuple[int, int, str]: """ HPと状態異常を表す文字列のパース :param hp_condition: '50/200' (現在HP=50, 最大HP=200, 状態異常なし) or '50/200 psn' (状態異常の時) :return: 現在HP, 最大HP, 状態異常('', 'psn'(毒), 'tox'(猛毒), 'par', 'brn', 'slp', 'frz', 'fnt'(瀕死)) "...
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def get_ORM_instance(ORM_class, session, instance): """ Given an ORM class and *either an instance of this class, or the name attribute of an instance of this class*, return the instance """ if isinstance(instance, str): return session.query(ORM_class).filter(ORM_class.name == instance).one(...
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import string import random def generate_random(size): """Generate random printable string""" _range = range(size) _alphabet = string.ascii_uppercase + string.digits + ' _+=\'"~@!#?/<>' return ''.join(random.choice(_alphabet) for _ in _range)
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def DetermineHotlistIssuePosition(issue, issue_ids): """Find position of an issue in a hotlist for a flipper. Args: issue: The issue PB currently being viewed issue_ids: list of issue_id's Returns: A 3-tuple (prev_iid, index, next_iid) where prev_iid is the IID of the previous issue in the total...
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def as_ctrait(obj): """ Convert to CTrait if the object knows how, else raise TraitError. Parameters ---------- obj An object that supports conversion to `CTrait`. Refer documentation for when the object supports this conversion. Returns ------- ctrait.CTrait A CTra...
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def get_upload_location(instance, filename): """ This method provides a filename to store an uploaded image. Inputs: instance: instance of an Observation class filename: string returns: string: """ psr = instance.pulsar.jname beam = instance.beam utc = instance.utc.utc_ts.st...
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import math def selection_policy(node, c_uct): """ Given a tree node, determine which child to move to when performing MCTS; c_uct: constant for UCT algorithm """ if node.is_leaf(): return node max_child = None max_val = float('-inf') total_visit = 1 for edge in no...
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def wildcard_match(pattern: str, text: str, partial_match: bool = False) -> bool: """ Adapted and fixed version from: https://www.tutorialspoint.com/Wildcard-Pattern-Matching Original by Samual Sam Wildcards: '?' matches any one character '*' matches any sequence of zero or more characters "...
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def memory_test(used,total,percentage=25): """Tests the sensor used memory against the total memory size. @param used_memory -- the used memory of the sensor. @param total_memory -- the total memory of the sensor. @return -- a string flag "PASS" if the used memory is 25% or less of the t...
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import dill as pickle def load(file, **kwds): """load an object that was stored with dill.temp.dump file: filehandle mode: mode to open the file, one of: {'r', 'rb'} >>> dumpfile = dill.temp.dump([1, 2, 3, 4, 5]) >>> dill.temp.load(dumpfile) [1, 2, 3, 4, 5] """ mode = kwds.pop('mode'...
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def getDimensions(self): """Gets the number of rows and columns of the map""" return (self.__numrows__, self.__numcols__)
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def decode_version(packed): """Decode packed R version number into a human readable format. """ v = packed // 65536 packed %= 65536 p = packed // 256 packed %= 256 s = packed return (v, p, s)
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from bs4 import BeautifulSoup def remove_html_tags(html_doc, lines_concat = True): """ Remove html tags from input strings >>> sample_doc = '''<html><head><title>The Dormouse's story</title></head> ... <body><p class="title"><b>A Mad Tea-Party</b></p></body> ... </html>''' >>> remove_html_tags(sam...
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def capitalize_each_word(s, delimiter): """Capitalize each word seperated by a delimiter Args: s (str): The string to capitalize each word in delimiter (str): The delimeter words are separated by Returns: str: The modified string """ return delimiter.join([w.capitalize() fo...
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def _GetKeys(data): """Get the keys of a H5Dataset or numpy compound data type.""" if hasattr(data, 'keys'): return set(data.keys()) elif hasattr(data, 'dtype') and data.dtype.names: return set(data.dtype.names) else: return None
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def parse_literal(x): """ return the smallest possible data type for a string or list of strings Parameters ---------- x: str or list a string to be parsed Returns ------- int, float or str the parsing result Examples -------- >>> isinstance(parse_liter...
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def squeeze(data: object) -> object: """ Overview: Squeeze data from tuple, list or dict to single object Example: >>> a = (4, ) >>> a = squeeze(a) >>> print(a) >>> 4 """ if isinstance(data, tuple) or isinstance(data, list): if len(data) == 1: ...
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def find_prefix(root, prefix): """ Checks & returns 1. If the prefix exists in any of the words we added so far 2. If yes, then how may words actually have the prefix """ if not root.children: return (False, 0) node = root for char in prefix: for child in node.c...
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def createMotifsDictionary(filename, padding=100): """ Storing Motif Information into a dictionary: {chrN: [(start1, stop1), (start2, stop2)..]} :param filename: # motifs filename :param padding: # left and right start/stop padding (concerned about peaks 100bp from a known motif) :return motifDic...
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def dumps(blackbird): """Serialize a blackbird program to a string. Args: blackbird (BlackbirdProgram): a :class:`BlackbirdProgram` object Returns: str: the serialized Blackbird program """ return blackbird.serialize()
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from datetime import datetime def parse_timestamp(time_str): """ There are three datetime string formats in eMammal, and some have an empty field. Args: time_str: text in the tag ImageDateTime Returns: datetime object, error (None if no error) """ if time_str == '' or tim...
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def get_fuzzer_benchmark_key(fuzzer: str, benchmark: str): """Returns the key in coverage dict for a pair of fuzzer-benchmark.""" return fuzzer + ' ' + benchmark
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def parse_policy(policy): """Parses a policy of nested list of tuples and converts them into a tuple of nested list of lists. Helps with TF serializability.""" op_names = [[name for name, _, _ in subpolicy] for subpolicy in policy] op_probs = [[prob for _, prob, _ in subpolicy] for subpolicy in policy] ...
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def inv_index_map(k): """ The inverse index map used mapping the from 1D index to 2D index Parameters ---------- k : int 1D index. Returns ------- i : int the index in the 2D case. d : int the dimension to use for the 2D index. """ return k // 2, k ...
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def turn(orient_index, direction): """ change the current orientation according to the new directions Args: orient_index (int): index in the orient list for the current orientations direction (str): R or L Returns: int """ if direction == 'R': or...
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def complement(x): """ Computes complement of a probability/parameter Parameters ---------- x : {float, int} Returns ------- out : {float, int} Complement """ out = 1 - x return out
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def getGenomeSegmentGroups(genomeSegmentIterator, contigsExcludedFromGrouping = None) : """ Iterate segment groups and 'clump' small contigs together @param genomeSegmentIterator any object which will iterate through ungrouped genome segments) @param contigsExcludedFromGrouping defines a set of contigs...
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def get_affected_enduse(strategy_vars, name): """Get all defined affected enduses of a scenario variable Arguments --------- strategy_vars : dict Dict with all defined strategy variables name : str Name of variable to get Returns ------- enduses : list AFfected ...
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def dict_by_class(obj_list): """ Create a `dict` keyed by class from a list of objects Args: obj_list (:obj:`list`) list of objects Returns: :obj:`dict`: mapping from object class to list of objects of that class """ obj_dict = {} for obj in obj_list: cls = obj.__class_...
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def density_of_sky_fibers(margin=1.5): """Use positioner patrol size to determine sky fiber density for DESI. Parameters ---------- margin : :class:`float`, optional, defaults to 1.5 Factor of extra sky positions to generate. So, for margin=10, 10x as many sky positions as the default r...
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def str_round(num, n): """Round a number to n digits and return the result as a string.""" num = round(num, n) format = "%."+str(max(n, 0))+"f" return format % num
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import json def read_secret_file(file_path): """ Reads the content of the secret file and returns the secret key. """ with open(file_path, 'r') as secret_file: content = secret_file.read() obj = json.loads(content) return obj['secret_key'] print('Secret key faile failed to open!!...
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def group_names(user): """Returns a list of group names for the user""" return list(user.groups.all().values_list('name', flat=True))
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def num_states(spin_str_element): """ This function evaluates de spin number string, formatted as s=a/b and returns the number of states 2*s + 1. In the table we have three type of strings: 1. spin numbers integers formatted with 1 or 2 characters, e.g s=1, and s=10. 2. spin numbers formatted ...
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def merge(source, destination): """ Merges 2 dicts recursively. If leaves are lists, they are extended. If leaves are ints, floats, strs, they are concatenated into a string, if the leaves are not the same. """ for key, value in source.items(): if isinstance(value, dict): ...
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def generateJobName(key): """ Transcribe job names cannot contains spaces. This takes in an S3 object key, extracts the filename part, replaces spaces with "-" characters and returns that as the job-name to use """ # Get rid of leading path, and replace [SPACE] with "-" response = key ...
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def parse_author(a): """Parses author name in the format of `Last, First Middle` where the middle name is sometimes there and sometimes not (and could just be an initial) Returns: author name as `F. M. Last` """ a = a.split(', ') last = a[0].strip() fm = a[1].split(' ') first =...
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import math def get_distance(x1: int, y1: int, x2: int, y2: int) -> float: """ it returns the distance between two points :param x1: int :param y1: int :param x2: int :param y2: int :return: float """ return math.sqrt(((x1 - x2) ** 2 + (y1 - y2) ** 2))
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def find_title_row(table_object): """ Searches for the topmost non-empty row. :param table_object: Input Table object :type table_object: ~tabledataextractor.table.table.Table :return: int """ for row_index, empty_row in enumerate(table_object.pre_cleaned_table_empty): if not empty_...
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def innerHTML(element): """ Return the HTML contents of a BeautifulSoup tag. """ return element.decode_contents(formatter="html")
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import hashlib def get_typeid(typeinfo): """Compute the CallSiteTypeId from a typeinfo string""" return int.from_bytes(hashlib.md5(typeinfo.encode("ascii")).digest()[:8], "little")
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def decode_string(string, encoding=None): """Decode a string with specified encoding :type string: str or bytes :param string: string to decode :param str encoding: encoding of string to decode :rtype: str :return: decoded string """ if isinstance(string, str): return string ...
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def _get_items( # nosec get_items, items_key, params=None, next_token=None, next_token_key="NextToken" ): """ Recursive generic function call which concatenates results. Returns a list of items from the same items_key in response. If response contains a next token, get_items is called again, and i...
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import requests def fetch(url): """Fetch a URL Arg: url: A string in the URL form. Returns: The response in text """ resp = requests.get(url) return resp.text
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import math def find_nproc(n, min_n_per_proc=25): """ Find number of processors needed for a given number grid points in WRF. Parameters ---------- n : int number of grid points min_n_per_proc : int, optional Minimum number of grid points per processor. The default is 25. ...
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def eq(a, b): """Check for equality between a and b. Return boolean. **** args **** a, b: python objects on which a test for equality will work """ if a == b: return True else: return False
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def eval_dist_at_powseries(phi, f): """ Evaluate a distribution on a powerseries. A distribution is an element in the dual of the Tate ring. The elements of coefficient modules of overconvergent modular symbols and overconvergent `p`-adic automorphic forms give examples of distributions in Sage...
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def xy2i(cx,cy): """Translate chess square to integer coordinate""" x="abcdefgh".index(cx) y=int(cy)-1 return (7-x)*8+y
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def _PickSymbol(best, alt, encoding): """Chooses the best symbol (if it's in this encoding) or an alternate.""" try: best.encode(encoding) return best except UnicodeEncodeError: return alt
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def get_preferred_indices(y_pos, labels, preferred_sensors): """Get indices of preferred sensor sets in plot. Args: y_pos (list): list of y positions used for sensors in plot. labels (list-like): sensor set labels associated with y_pos. preferred_sensors (list-like): preferred sensor se...
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