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def fail_addr(): """An address that nothing is listening on """ return '192.0.0.0', 1000
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def classify(model, filepath): """ return a dictionary formatted as follows: { 'predicted y': <'2016' or '2020'>, 'log p(y=2016|x)': <log probability of 2016 label for the document>, 'log p(y=2020|x)': <log probability of 2020 label for the document> ...
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def unique_paths_with_obstacles(obstacle_grid: list[list[int]]) -> int: """ >>> print(unique_paths_with_obstacles([[0,0,0],[0,1,0],[0,0,0]])) 2 >>> print(unique_paths_with_obstacles([[0,1],[0,0]])) 1 >>> print(unique_paths_with_obstacles([[0,1,0],[0,0,0],[0,0,1]])) 0 """ # If the ob...
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import csv def allstrands(allstrandfile,redux=False): """reads sequence identifiers and sequences from CSV into a dictionary.""" strandsdict={} csvfile = open(allstrandfile) dialect = csv.Sniffer().sniff(csvfile.read(1024)) csvfile.seek(0) data = csv.reader(csvfile, dialect) # ... process ...
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def get_parameter_value(parameters, parameter_name, value_key='value'): """Returns the parameter value. :param parameters: parameter list :param parameter_name: parameter name :param value_key: parameter key containing the value :rtype : str """ for item in parameters: if item['name...
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def get_frequency_by_index(index: int) -> int: """ -> 0 1 2 3 4 5 6 7 8 ... <- 0 1 -1 2 -2 3 -3 4 -4 ... """ sign: int = -1 if index % 2 == 0 else 1 return ((index + 1) // 2) * sign
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def authorization_error(error) -> str: """Unauthorized request.""" return error
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import inspect import six import re def expand_docstring(**kwargs): """Decorator to programmatically expand the docstring. Args: **kwargs: Keyword arguments to set. For each key-value pair `k` and `v`, the key is found as `${k}` in the docstring and replaced with `v`. Returns: Decorated function...
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def evaluate_type(value): """Evaluates the type in relation to its value Args: value : value to evaluate Returns: Evaluated type {integer,number,string} Raises: """ if isinstance(value, list): evaluated_type = "array" elif isinstance(value, dict): evalu...
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def unique_vals(rows, column_number): """Find the unique values from a column in a dataset based on column number""" return set([row[column_number] for row in rows])
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import re def get_u_boot_test_base(): """ Get the text base of u-boot from the .config file """ r = re.compile('CONFIG_SYS_TEXT_BASE=(.*)') with open('.config', 'r') as f: for l in f.readlines(): m = r.search(l) if m: return m.group(1)
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def collapse_repeats(sequence): """Collapse repeats from sequence to be used for PER""" result = [] prev = None for x in sequence: if x == prev: continue result.append(x) prev = x return result
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def _load_data_spacy(data_path, inc_outside=True): """ Load data in Spacy format: X = list of sentences (plural) / documents ['the cat ...', 'some dog...', ...] Y = list of list of entity tags for each sentence [[{'start': 36, 'end': 46, 'label': 'PERSON'}, {..}, ..], ... ] inc_outside = Fal...
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def mult_frag(a, b): """ Multiply two lists. :param a: First list :param b: Second list :return: The result of multiplying the two lists """ p = zip(a, b) result = 0 for (a, b) in p: result += a * b return result
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import inspect def get_command_callargs(command_name: str): """get callargs from a vsdownload function""" return inspect.getcallargs(eval(f"vsdownload.{command_name}"))
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def is_valid_trajectory(ext): """ Checks if trajectory format is compatible with GROMACS """ formats = ['xtc', 'trr', 'cpt', 'gro', 'g96', 'pdb', 'tng'] return ext in formats
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def to_str(s): """ 将字节数组转成成字符串 :param s: 字节数组 :return: 字符串 """ if bytes != str: """ 这里的比较在python2中是True,在Python3中是False """ if type(s) == bytes: return s.decode('utf-8') return s
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import math def HermitianHat (tempo,dilat,posic ): """Retornar um array das posições de uma OndaLet(Chápeu de Hermitian) em relação ao tempo Argumentos: tempo: um Numpy Array com os pontos do sinal que serão exibido dilat: O valor de dilatação da Wavelet posic: O valor da posição ...
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def GetClr(idx=0, scheme=1): # color """ Get ordered color ================= """ if scheme==1: C = ['blue', 'green', 'magenta', 'orange', 'red', 'cyan', 'black', '#de9700', '#89009d', '#7ad473', '#737ad4', '#d473ce', '#7e6322', '#462222', '#98ac9d', '#37a3e8', 'yellow'] elif scheme==2: ...
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import math def to_precision(x,p): """ returns a string representation of x formatted with a precision of p Based on the webkit javascript implementation taken from here: https://code.google.com/p/webkit-mirror/source/browse/JavaScriptCore/kjs/number_object.cpp """ x = float(x) if x == 0...
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def get_resolvers(): """ Get local system resolvers """ resolvers = [] try: with open( '/etc/resolv.conf', 'r' ) as resolvconf: for line in resolvconf.readlines(): line = line.split( '#', 1 )[ 0 ]; line = line.rstrip(); if 'nameserver' in l...
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def is_hilbert_number(n): """ Simply check whether n is positive and the remainder of n is equal to 1 modulus 4. """ return n > 0 and n % 4 == 1
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def string_to_list_only_digit(word): """ Take each character of the 'word' parameter and return a list populated with all the characters. The if clause allows only the digits to be added to the list. :param word: string :return: list of digit inside 'word' """ return [c for c in word if ...
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def flatten_beam_dim(x): """Flattens the first two dimensions of a non-scalar array.""" if x.ndim == 0: # ignore scalars (e.g. cache index) return x return x.reshape((x.shape[0] * x.shape[1],) + x.shape[2:])
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def calc_stuff(value, *args): """Do some calculations""" result = {"this": value} return result
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def calendars_config_track() -> bool: """Fixture that determines the 'track' setting in yaml config.""" return True
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import subprocess def get_git_data(repo): """Return the hash and date of the current git commit.""" out_sha = subprocess.run(['git', 'rev-parse', 'HEAD'], cwd=repo, stdout=subprocess.PIPE, stderr=subprocess.DEVNULL) out_date = subprocess.run(['git', 'show', '-s', '--format=%ci'], cwd=repo, ...
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def get_oxygen(data, index=0): """ Determines the oxygen rating by recursively removing all values with the least sum per bit for each bit. :param data: Array of binary numbers as Stings. :param index: Starting index for the recursion. :return: The last remaining binary number of the complete input...
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import os def get_override_paths(): """Get the override config path(s). Consults the envrionment vairiable RFB_SITE_PATH, RFB_SHOW_PATH, and RFB_USER_PATH Returns: str: The path(s) to the override config files """ paths = [] # first, RFB_SITE_PATH RFB_SITE_PATH = os.environ....
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import pty import os def port(request): """ http://allican.be/blog/2017/01/15/python-dummy-serial-port.html """ _, slave = pty.openpty() return os.ttyname(slave)
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def verificar_arquivo(nome_arquivo='passwords'): """Verifica se o arquivo que conterá as senhas já existe. Keyword Arguments: nome_arquivo {str} -- (default: {'passwords'}) Returns: [bool] -- [Se já existir recebe True, senão recebe False] """ try: arquivo = open(n...
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def get_fields_with_datatype( dataset_ids: list, field_info: dict, data_format: str ) -> dict: """ Returns the column name and its data type by looking up stream and log_fields json file. If a mapping column name is not present in log_fields.json it returns the column name as `col<idx>` and its dat...
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import struct def int_array_return(raw_bytes, specifier='I'): """ Convenience function that splits a command return into a tuple of evenly-spaced arguments. Args: specifier -- A single letter specifying the way the integer is to be encoded. Should be one of the format let...
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def corr(x, y): """ Correlation of 2 causal signals, x(t<0) = y(t<0) = 0, using discrete summation. Rxy(t) = \int_{u=0}^{\infty} x(u) y(t+u) du = Ryx(-t) where the size of x[], y[], Rxy[] are P, Q, N=P+Q-1 respectively. The Rxy[i] data is not shifted, so relationship with the continuous ...
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def pRDP_asymp_subsampled_gaussian_best_case(params, alpha): """ :param params: :param alpha: The order of the Renyi Divergence :return: Evaluation of the pRDP's epsilon See Example 20 of Wang, Balle, Kasiviswanathan (2018) """ sigma = params['sigma'] prob = params['prob'] n = param...
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import string def make_title(line): """ Edits the given line so that it can be used as a title. Edit operations include removing unnecessary punctuations and converting the text into title case :param line: line of the poem chosen as the title :return: title of the poem """ # Removing pun...
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from typing import Counter def filter_min(counter: Counter, min_freq: int): """ Filter counter by min frequency """ return Counter({t: c for t, c in counter.items() if c >= min_freq})
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def stack_map(topology): """Return dict mapping node ID to stack type Parameters ---------- topology : Topology The topology Returns ------- stack_map : dict Dict mapping node to stack. Options are: source | receiver | router | cache """ stack = {} for v...
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def add(I1, I2): """Calculate the addition of two intervals as another interval Keyword arguments: I1 -- the first interval given as a tuple (a, b) I2 -- the second interval given as a tuple (c, d) """ (from1, to1) = I1 (from2, to2) = I2 return (from1 + from2, to1 + to2)
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def _is_lt_position(first: tuple, second: tuple, position): """Compare the tuple at given position.""" if len(first) > position and first[position] is not None: if len(second) > position and second[position] is not None: return first[position] < second[position] return False # canno...
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import re import warnings def clean_address(problem_address): """Format the address so it is usable by the geocoder. Parameters ---------- problem_address: str The address that needs to be cleaned. Returns ------- str: The cleaned address. """ # clean the Apartment info ...
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import timeit def _time_func(f, N, k=3, msg=True): """Basic version of IPython's %timeit magic""" t = min(timeit.timeit(f, number=N) for _ in range(k)) t_per = t / N if msg: if t_per < 1e-6: units = 'ns' t_per *= 1e9 elif t_per < 1e-3: units = 'µs' ...
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def mk_time_info_extractor(spec): """ Returns a function that will extract information from timestamps in a dict format. The specification should be a list of timetuple attributes (see https://docs.python.org/2/library/time.html#time.struct_time) to extract, or a {k: v, ...} dict where v are the tim...
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def validate(identifier): """Validates a student id from the Pontifical Catholic University of Chile Args: identifier: student identifier (string or number) Returns: True if it is valid, False otherwise """ if not identifier: return False identifier = str(identifier) ...
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def _get_default_outcome_dict(args): """Litani's default behavior if the user does not specify an outcome table. This is not a constant dict as it also depends on whether the user passed in command-line flags that affect how the result is decided, like --ignore-returns etc. """ outcomes = [] ...
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def has_feature(df, feat): """Adds a boolean feature if a feature exists or now""" return df[feat].notna().astype(int)
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import sys def is_platform_little_endian() -> bool: """ Checking if the running platform is little endian. Returns ------- bool True if the running platform is little endian. """ return sys.byteorder == "little"
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def intcomma(number, locale='en_US'): """ """ if -999 < number < 999: return str(number) result = str() print(number) while number: number, digit = divmod(number, 10) print(digit, end=' ') print() return result
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def get_unique_notes_in_channel(notes_in_channel): """ Utility function to get an ordered set of unique notes in the channel """ all_notes = [] for notes in notes_in_channel: all_notes.append(notes.note) return sorted(set(all_notes))
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def timetuple(s): """htime(x) -> (days, hours, minutes, seconds)""" s = int(s) d, s = divmod(s, 86400) h, s = divmod(s, 3600) m, s = divmod(s, 60) return (d, h, m, s)
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def get_whitespace_cnt(line): """ Return a count of leading tabs/spaces as (tab_cnt, space_cnt). """ tab_cnt = 0 space_cnt = 0 testline = line while testline.startswith('\t'): tab_cnt += 1 testline = testline[1:] testline = line while testline.startswith(' '): space_c...
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import re import os import tempfile def replace_patterns_in_file(file_path, patterns, once=True): """Replace regular expressions in a file. Args: file_path: File to act on. patterns: Can take several formats: - (str, str) replaces first pattern by second string. - [(st...
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def numero_digitos(n): """ recursão com operações adiadas """ if n< 10: return 1 else: return 1+ numero_digitos(n//10)
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def combine_words(word_rm: str, next_word: str, text_tokenized: list[str]) -> tuple[str, list[str], bool]: """ Combines two words that were separated by a hyphen to form a new one. """ word: str = word_rm + next_word text_tokenized.append(word) return word, text_tokenized, True
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def are_strings_in_subdict(mapper, subdict, strings_of_interest, string_for_mapper): """ Search an element of a sub-dictionary to determine whether a particular string is present in it. Mostly for use in calculating outputs in the model runner module. Args: mapper: Dictionary describing the pur...
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import os import yaml import sys def config_read(config_file="~/.piavpn"): """Read config in yaml format.i --- server_url: server_ip: namespace: """ try: with open(os.path.expanduser(config_file), "r") as file: config = yaml.load(file, Loader=yaml.FullLoader) excep...
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import numpy def get_class_labels(y): """ Unique labels within list of classes Args: y: (N,) list of labels Return: a (M,) no.ndarray of unique labels """ return numpy.unique(y)
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import re def argv_to_pairs(argv): """Convert a argv list to key value pairs. For example, -x 10 -y 20 -z=100 {x: 10, y: 20, z: 100} """ arg_dict = {} i = 0 while i < len(argv): if argv[i].startswith('-'): entry = re.sub('-+', '', argv[i]) items = entry.s...
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def _pixel_distance(a_x1, a_x2, b_x1, b_x2): """Calculates the pixel distance between bounding box a and b. Args: a_x1: The x1 coordinate of box a. a_x2: The x2 coordinate of box a. b_x1: The x1 coordinate of box b. b_x2: The x2 coordinate of box b. Returns: The pixel distanc...
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def stress_calculation(self): """ """ # output = [] output.append("\n") output.append("{:}\n".format(88*"_")) output.append("\n") output.append(" STRESS CALCULATIONS\n") output.append("\n") output.append("Pipe ID Sh [N/mm2] SL [N/mm2] Fx ...
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def global_mean(ratings): """ :param ratings: initial data set (sparse matrix of size nxp, n items and p users) :return: the global mean of the non zero ratings of the matrix """ # compute mean over non zero ratings of the train mean = ratings[ratings.nonzero()].mean() return mean
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def rapi_controller_get_district_by_id(district_id): # noqa: E501 """Returns a district object with the specified ID # noqa: E501 :param district_id: :type district_id: int :rtype: District """ return 'do some magic!'
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def extract_function_from_command(command): """ Extracts and returns the function used in the current command. for example: `lc.ln(a,52)` -> ln :return: function name """ function_name = command.split(".")[1] end_index = function_name.index("(") function_name = function_name[:end_index]...
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from typing import Tuple def _partition_satellite_input( line: Tuple[str, str], num_partitions: int = 2) -> int: # pylint: disable=unused-argument """Partitions Satellite input into tags (0) and rows (1). Args: line: an input line Tuple[filename, line_content] num_partitions: number of partition...
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def cleanup_vm_data(vm_data, uuids): """ Remove records for the VMs that are not in the list of UUIDs. :param vm_data: A map of VM UUIDs to some data. :type vm_data: dict(str: *) :param uuids: A list of VM UUIDs. :type uuids: list(str) :return: The cleaned up map of VM UUIDs to data. :...
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def extract_solution(G, model): """ Get a list of vertices comprising a maximal clique :param G: a weighted :py:class:`~graphilp.imports.ilpgraph.ILPGraph` :param model: a solved Gurobi model for maximum clique :return: a list of vertices comprising a maximal clique """ clique_node...
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import random def random_horizontal_flip(image, bboxes): """ Randomly horizontal flip the image and correct the box :param image: BGR image data shape is [height, width, channel] :param bboxes: bounding box shape is [num, 4] :return: result """ if random.random() < 0.5: _, w, _ = i...
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def make_graph(values, lower_limit=0.0, upper_limit=100.0, style="blocks"): """ Draws a graph made of unicode characters. :param values: An array of values to graph. :param lower_limit: Minimum value for the y axis (or None for dynamic). :param upper_limit: Maximum value for the y axis (or None for...
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def do_two(Sol=341.0, epsilon=0.55, albedo=0.3): """ Calculate equlibrium fluxes for a two-layer atmosphere Parameters ---------- Sol: float day/night averaged TOA shortwave flux (W/m^2) epsilon: float longwave emissivity of layers 1 and 2 albedo: float ...
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def intersect_ray_plane(o,w,p,n): """[Compute the intersection point between a ray and a plane] Args: o ([ndarray]): [ray origin] w ([ndarray]): [ray direction] p ([ndarray]): [plane origin] n ([ndarray]): [plane normal vector] Returns: [ndarray]: [intersection point...
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def widget_generator(klass, fields): """ Takes in a class and a list of tuples consisting of field_name and an attribute dictionary :param klass: Class of the input widget :param fields: List of tuples mapping field names to attribute dictionaries :return: A dict of input widget instances """ ...
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def prep_irreg_asc_event_lines(lines, ev_name): """ uses quotes to force annoying events into usable chunks use sparingly - not super fast right now """ new_lines = [] if ev_name == 'MSG': # name, onset, label, content # easy - just break content into a third, quoted column f...
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def cap_allele(allele, cap=5): """ Cap the length of an allele in the figures """ if len(allele) > cap: allele = allele[:cap] + '*' return allele
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def py2_replace_version(argv): """ Workaround for Python 2.7 argparse, which does not accept empty COMMAND If `-V` or `--version` present and every argument before it begins with `-`, then convert it to `version. """ try: ind = argv.index('--version') except ValueError: try...
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from typing import Any import inspect def from_object(obj: Any) -> bool: """Returns True, if the docstring of `obj` is the same as that of `object`. Args: name: Object name. obj: Object. Examples: >>> class A: pass >>> from_object(A.__call__) True >>> from...
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def rhs_replace(rhs, sublist, replacement): """Replace occurrences of sublist in rhs with replacement.""" sublist = tuple(sublist) rhs = tuple(rhs) if len(sublist) > len(rhs): raise ValueError if not sublist: raise ValueError new_list = [] idx = 0 while idx < len(rhs): if rhs[idx:idx + len(s...
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import argparse def create_parser() -> argparse.ArgumentParser: """Creates parser for input arguments. Structuring the argument parsing code like this eases automated testing. """ parser = argparse.ArgumentParser( description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter )...
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from typing import Tuple def bruteforce(t:str, p:str) -> Tuple[int, int]: """ Returns location, & no. of comparisons both of type int """ comps, offset, rv = 0, 0, None while (rv == None) and not(offset > len(t) - len(p)): for i in range(len(p)): comps += 1 if (p[i] != t[i+...
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import importlib import pkgutil def get_submodule_names(module_name): """ Returns a list of the module name plus all importable submodule names. """ module = importlib.import_module(module_name) submodule_names = [module_name] try: module_path = module.__path__ except AttributeErr...
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def two_bytes_to_int(hi_byte: int, low_byte: int) -> int: """ Converts two bytes to a normal integer value. :param hi_byte: the high byte :param low_byte: the low byte :return: converted integer that has a value between [0-65535] """ return ((hi_byte & 0xFF)*256) + (low_byte & 0xFF)
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import os def test_pidE(pid): # returns errinfo, too """ Check For the existence of a unix pid ... possibly a string. """ try: pid = int(pid) os.kill(pid, 0) except OSError as exc: return False, exc.errno, os.strerror(exc.errno) else: return True, '', ''
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from typing import List import tempfile def concatenate_data_files(data_files: List[str]): """Create temp file to hold all concatenated results for this test.""" outfile = tempfile.NamedTemporaryFile() for filename in data_files: with open(filename) as infile: outfile.write(str.encode...
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def cached(key): """ Cache the results of a conversion in the data set. """ def wrapper(function): def wrapped(d,g,i): if key not in d: d[key] = function(d,g,i) return d[key] return wrapped return wrapper
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def time_interval_since(date_1, date_2): """ Calculate seconds between two times Arguments: date_1 -- datetime object #1 date_2 -- datetime object #2 Output: Num of seconds between the two times (with a sign) """ return (date_1 - date_2).total_seconds()
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def PySequence_Check(space, w_obj): """Return 1 if the object provides sequence protocol, and 0 otherwise. This function always succeeds.""" return int(space.issequence_w(w_obj))
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from datetime import datetime def convert_to_datetime(globus_time): """ Converts a time given in Globus format to datetime. Globus format for time is as follows: YYYY-MM-DD HH:MM:SS+00:00 """ # use space separator to seperate date and time times = globus_time.split(" ") date_part ...
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def brook(x): """Brook 2014 CLUES subhalo mass function. Keyword arguments: x -- array of peak subhalo halo masses """ tr = ((x/1.e10)/38.1)**-0.89 return tr
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import torch def gauss(x, c, sigma): """ isotropic """ return torch.exp(-0.5 * torch.norm(x - c, dim=-1)**2 / sigma**2).unsqueeze(-1)
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def sum67(nums): """Solution to the problem described in http://codingbat.com/prob/p108886 Ex: >>> sum67([1, 2, 2]) 5 >>> sum67([1, 2, 2, 6, 99, 99, 7]) 5 >>> sum67([1, 1, 6, 7, 2]) 4 :param nums: list :return: int """ sum = 0 between_6_and_7 = False for n in n...
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def GetArcsIn(target): """All incoming arc types for this specified node.""" arcs = {} for triple in target.arcsIn: arcs[triple.arc] = 1 return arcs.keys()
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def convert_decimal_to_dms(elem): """Convert latitude/ longitude decimal form to dms form Keyword arguments: elem -- latitude or longitude in decimal form """ d = int(elem) m = int((elem - d) * 60) s = int((elem - d - m/60) * 3600) return (d, m, s)
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import inspect def _get_argspec(func): """Helper function to support both Python versions""" if inspect.isclass(func): func = func.__init__ if not inspect.isfunction(func): # Init function not existing return [], False parameters = inspect.signature(func).parameters args = ...
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import pickle def get_temp_data(filename, directory='temp', extension='.temp'): """get temp data from disk""" if '.temp' not in filename: filename += extension try: with open(directory + '/'+ filename, 'rb') as f: data_file = pickle.load(f) f.close() pr...
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def read_config(): """ read JSON config file for topic options """ topic_data = { 'platform_type': ['buoy','station','glider'], 'ra': ['aoos','caricoos','cencoos','gcoos','glos','maracoos','nanoos','neracoos','pacioos','secoora','sccoos'], 'platform': ['a','b','c','d','e','f','g'...
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def fileinfo_clean(table): """ Delete entries in table that have been previously marked for removal. Params: table {fileinfo} - table to delete entries from Returns: deleted (int) - number of entries deleted """ deleted = 0 for k, v in {**table}.items(): if v.flag...
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def calculate_accumulation_distribution(open, high, low, close, volume): """ Calculates changes in accumulation/distribution line. A/D = ((Close - Low) - (High - Close))/(High - Low) Args: open: Float representing exchange rate at the beginning of an interval high: Float representing th...
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from datetime import datetime def datetime_name(output_name): """Creates a filename for the output according to the given format.""" now = datetime.now() return f'{output_name}-{now.strftime("%Y-%m-%d-%H-%M")}.csv'
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def boxes_required(qty, box_capacity=6): """ Calculate how many egg boxes will be required for a given quatity of eggs. :param qty: Number of eggs :param box_capacity: How many eggs will fit in a box :return: The number of boxes that are required """ return int(qty / box_capacity) + 1
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def get_info(path): """ Read token from file in path. Whole file will be read. """ with open(path) as file: return file.read()
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def create_metadata(array, transform, driver='GTiff', nodata=0, count=1, crs="epsg:4326"): """Creates export metadata, for use with exporting an array to raster format. Parameters ---------- array : numpy array Array containing data for export. transform : rasterio.transform affine obj...
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