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def miles2km(miles): """ Converts miles to kilometers. Args: miles: A distance in miles. Returns: The equivalent distance in kilometers. """ return miles*1.60934
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def file2list(filename): """Load text file and dump contents into a list""" listOfFiles = open( filename,'r').readlines() listOfFiles = [i.rstrip('\n') for i in listOfFiles if not i.startswith("#")] return listOfFiles
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import re def validate_url(u: str): """ 校验url是否有效 :param u: :return: """ if not re.match(r'^http[s]?://\S+$', u): return False return True
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def calc_student_average(gradebook): """ Function that will take in a list of students and return a list of average grades for each student """ return [sum(grades)/len(grades) for grades in gradebook]
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from pathlib import Path def clean_filepath(filepath): """ Clean paths loaded from RDF manifest """ return str(Path(str(filepath))).replace("file:", "")
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import os def inSameDir(f): """Decorator to make sure a function is executed in the same directory as `__file__`. This changes the current working directory using :func:`os.chdir()` and then reverts back afterwards. """ def ret(*args, **kw): """Decorated function""" oldwd = os.getcwd()...
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import torch def optimizer_to(optimizer, device="cpu"): """ Transfer the given optimizer to device """ for param in optimizer.state.values(): if isinstance(param, torch.Tensor): param.data = param.data.to(device) if param._grad is not None: param._grad.d...
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def append(base, suffix): """Append a suffix to a string""" return f"{base}{suffix}"
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import os def docker_push(): """Set whether or not to push from environment variables. Env: push: $DOCKER_PUSH """ return os.getenv('DOCKER_PUSH')
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def train(algorithm, x_data, y_data): """train algorithm""" percent10 = int(len(x_data)*0.1) # return algorithm.train(np.apply_along_axis(from_data_to_haar, 1, x_data[:percent10]), y_data[:percent10], range(10)) return algorithm.train(x_data[:percent10], y_data[:percent10], range(10))
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import textwrap def _wrap_text(text): """ Wrap text at given width using textwrap module. Indent should consist of spaces. Its length is deducted from wrap width to ensure exact wrapping. """ wrap_max = 80 indent = ' ' wrap_width = wrap_max - len(indent) return textwrap.fill(text, w...
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def bounds_check(session): """Pipe used to determine if a value is within the min and max bounds on the field :param session: Kim pipeline session instance """ max_ = session.field.opts.max min_ = session.field.opts.min if max_ is not None and len(session.data) > max_: raise sess...
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def behavior_of_return_in_try_finally(): """ If a finally clause includes a return declaration, the returned value will be the one of the declaration of the finally clause return, not the value of the declaration of the try clause return. """ try: return True finally: ret...
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def read_txt_file(fname): """ read a txt file, each line is read as a separate element in the returned list""" return open(fname).read().splitlines()
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def coco_as_image_size(dataset, label): """Convert a COCO detection label to the image size. Args: label (list of dict): an image label in the VOC detection format. Returns: tuple: width, height of image. """ if not label: return None image_id = label[0]['image_id'] ...
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def RK4(f, y_i, t_i, dt): """Performs Runge-Kutta integration. Parameters ---------- f : callable Derivative function. y_i : ndarray Current state. t_i : float Current time. dt : float Time step. Returns ------- y_j : ndarray State at ...
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import requests from bs4 import BeautifulSoup def scrape_url(url): """ Scrap the content from the input URL using Beautiful Soup. """ # Retrieve the data using a request r = requests.get(url) # Get the content in HTML format html = r.text # Parse the HTML file with BS4 soup = Be...
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import random def random_num_generator(length, repeatable=False): """ Generate a number in specific length. If repeatable is true, the number in different position can be the same one. :type length: int :param length: the length of the number :type repeatable: boolean :param repeatable: ...
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import math def calculate_open_channel_flow(channel, water_level_outside, water_level_inside): """ This functions calculates discharge past a barrier in case it is connected through an open channel :param channel: connecting body of water between outside water level and inside water level :param wate...
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def get_label_mapped_to_positive_belief(query_result): """Return a dictionary mapping each label_id to the probability of the label being True.""" return {label_id: belief[1] for label_id, belief in query_result.items()}
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def get_predictions(results): """ :param results: :return: predictions """ predictions = [] for result in results: prediction = [] if result != "": for loc in [s.split() for s in result.split(';')]: start, end = int(loc[0]), int(loc[1]) ...
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def load_sentences(file, skip_first=True, single_sentence=False): """ Loads sentences into process-friendly format for a given file path. Inputs ------------------- file - str or pathlib.Path. The file path which needs to be processed skip_first - bool. If True, skips the first line. sin...
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import base64 def base64url_decode(data): """ base64-decodes its input, using the modified URL-safe alphabet given in RFC 4648. """ return base64.b64decode(bytes(data, encoding='ASCII'), altchars='-_')
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import os import sys def get_default_name(defaults): """ get basefs filesystem name if there is only one fs """ try: logs = os.listdir(defaults.logdir) except FileNotFoundError: sys.stderr.write("Error: logdir '%s' does not exists\n" % defaults.logdir) sys.exit(3) else: ...
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def user(user_create): """Exposes Django user object. Shortcut for `user_create` fixture. Example:: def test_this(user): username = user.username .. note:: User password is accessible via `password_plain` attribute. """ return user_create()
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def get_execution_id(evt): """ Parameters ---------- evt: the data passed in when the user calls the function Returns ------- execution name """ return evt['execution_name'] if evt else ''
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import re def ends_with_blank_line(contents): """ Returns true if the given string ends with a line that is either empty or only composed of whitespace. """ return re.search('\n\s*\n\Z', contents) is not None
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def get_native_ranges(my_core, meshset, entity_types): """ Get a dictionary with MOAB ranges for each of the requested entity types inputs ------ my_core : a MOAB Core instance meshset : a MOAB meshset to query for the ranges of entities entity_types : a list of valid pyMOAB types to be...
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def get_list_from_file(file_name): """read the lines from a file into a list""" with open(file_name, mode='r', encoding='utf-8') as f1: lst = f1.readlines() return lst
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def _coerce_field_name(field_name, field_index): """ Coerce a field_name (which may be a callable) to a string. """ if callable(field_name): if field_name.__name__ == '<lambda>': return 'lambda' + str(field_index) else: return field_name.__name__ return field_...
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def get_source_inputs(tensor, layer=None, node_index=None): """Returns the list of input tensors necessary to compute `tensor`. Output will always be a list of tensors (potentially with 1 element). Arguments: tensor: The tensor to start from. layer: Origin layer of the tensor. Will be de...
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from typing import List def compare_lists(local_list: List[str], remote_list: List[str]) -> List[str]: """ Comapre local and remote list of files and return the list of local files not stored in remote database. :param local_list: list of names of local files :param remote_list: list of names of remot...
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def read_to_end(fobj): """ Reads lines until the line '@end' is hit. """ buffer = [] for line in fobj: if line.startswith('@end'): break if line.startswith('@empty'): return '' buffer.append(line.rstrip()) return '\n'.join(buffer)
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def num_param_Gauss(d): """ count number of parameters for Gaussian d-dimension. input d [int] : dimension of data """ return 0.5 * d * (d + 3.0)
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import os def get_full_path(file_name): """ Get the full path for a file based on this file's directory. Simply joins a filename with the directory of the file this function is in. :param file_name: a string object file name. :return: return a full absolute path string. """ module_path = ...
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def maximum_value(items, capacity): """Dynamic programming solution for 0/1 Knapsack with returned items. This solution uses O(kN) memory and does not scale well. """ n = len(items) K = [[0 for w in range(capacity + 1)] for i in range(n + 1)] for i in range(n + 1): for w in range(capaci...
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def obtain_list_db_tickers(conn): """ query our Postgres database table 'symbol' for a list of all tickers in our symbol table args: conn: a Postgres DB connection object returns: list of tuples """ with conn: cur = conn.cursor() cur.execute("SELECT id, ticker FR...
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def update_dict_deep(original, new_values): """ Updates dict *in-place* recursively, adding new keys in depth instead of replacing key-value pairs on top levels like `dict.update()` does. Returns updated dict. """ for key in new_values: if key not in original: original[key] = new_values[key] elif isinstance...
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import socket import struct def UnpackAlanCoxIP(packed): """Convert hex IP addresses to strings. /proc/net/igmp and /proc/net/udp both contain IP addresses printed as a hex string, _without_ calling ntohl() first. Example from /proc/net/udp on a little endian machine: sl local_address rem_address st tx...
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def _get_func_help(func): """获取函数帮助信息的第一行""" if func.__doc__ is None: return '' msg = func.__doc__.split("\n") msg[0] = msg[0].strip() if len(msg[0]) > 0: return msg[0] if len(msg) > 1: return msg[1].strip() return ''
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def get_int_with_default(val, default): """Atempts to comvert input to an int. Returns default if input is None or unable to convert to an int. """ if val is None: return default try: return int(val) except ValueError: pass return default
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def limitaxis(c,maxc,minc=0): """ Limit value in axis. :param c: value :param maxc: max c value. :param minc: min c value. :return: limited c value c E [minc,maxc] """ if c > maxc: c = maxc if c < minc: c = minc return c
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def _get_cache_value(key): """ Returns a value for a cache key, or None """ address = None try: with open(key) as f: address = f.read() except FileNotFoundError: address = None return address
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import random import string def RandomString(length): """Returns a randomly generated string of ascii letters. Args: length: The length for the returned string. Returns: A random ascii letters string. """ return ''.join([random.choice(string.ascii_letters) for unused_i in range(l...
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import subprocess def command(cmd) -> str: """ run a command, get the output basic time saver, not generally applicable to all linux cmds Args: cmd: command being ran """ cmda = cmd.split(" ") print(cmda) result = subprocess.run(cmda, stdout=subprocess.PIPE) return (result.st...
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def is_arg_int(arg: str) -> bool: """ :param arg: string to try to convert :return: bool if string can be converted """ try: return bool(int(arg)) except TypeError: return False
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def addrToText(mac_addr, big_endian=False, sep=""): """Convert a mac_addr in bytes to text.""" # Note use of reversed() - macs are returned in an unusual LSB order # pylint: disable=superfluous-parens return sep.join(["{:02x}".format(b) for b in (mac_addr if big_endian else reversed...
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def _flatten_features(rec): """Make sub_features in an input rec flat for output. GenBank does not handle nested features, so we want to make everything top level. """ out = [] for f in rec.features: cur = [f] while len(cur) > 0: nextf = [] for curf in cur...
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def generate_fake_oco_status(random_state, size): """ Generate random OCO status, mostly assigned to 200 with some 300 status codes during a random range between 4 and 50 ticks """ values = [200] * size picked_error_values_indexes = random_state.choice( size, round(0.001 * len(values)), ...
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from typing import List def find_contiguous_sum(lst: List[int], target: int) -> bool: """ Given a sequence of integers and an integer total target, return whether a contiguous sequence of integers sums up to target. [1, 3, 1, 4, 23], 8 # True (because 3 + 1 + 4 = 8) [1, 3, 1,...
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def sort_formula_ids(formula_ids): """ task1 formula_id: q_XXX """ return sorted(formula_ids, key=lambda x: int(x.partition('_')[2]))
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def length_each_vertices(vertices, space="world"): """ [pm] 頂点間の距離をリストで返す 戻り値リストの n 番目は vertices[n] と vertices[n+1] の距離 Args: vertices (list[MeshVertex]): space (str): Returns: list[float]: """ length_list = [] for i in range(len(vertices)-1): pnt1 = vert...
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def list_sync(api, instance="", fields="", **params): # type (ApiClient, str, str) -> list[dict[str]] """List all the groups of an instance. If no instance is provided , fetch the customer groups ( = platform feeds in lumapps) Args: api: the ApiClient instance to use for requests instance: ...
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def getQABits(image, start, end, newName): """ Function that returns an image containing just the specified QA bits. """ # Compute the bits we need to extract. pattern = 0 for i in range(start, end + 1): pattern = pattern + 2**i # Return a single band image of the extracted QA bits,...
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def is_superset(obj1, obj2, path=""): """ Checks whether obj1 is a superset of obj2. Parameter *obj1*: Superset object Parameter *obj2*: Subset object Parameter *path*: Should be "" in initial call Return value: Returns a tuple with 2 arguments. The first argument is a boolean which is true, if o...
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def greet(name): """ This function greets to the person passed in as a parameter """ print("Hello, " + name + ". Good morning!") return("???")
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def get_file_and_head(filename, n_head=5): """Get the contents of a file, and the head. Parameters ---------- filename: str The name of the file to read. n_head: int The number of lines to include in the head. """ with open(filename, "r") as fp: content = fp.read() ...
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import os import json def process_schedule(schedule): """Read JSON file.""" config = None if schedule and os.path.exists(schedule) and os.path.isfile(schedule): with open(schedule, 'r') as f: config = json.loads(f.read()) if not isinstance(config, list): raise Valu...
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def read_file(filename): """Parse plain text data into arrays """ with open(filename, "r", encoding="utf8") as f: sentences = f.read().split("\n\n") data = [] for s in sentences: tuples = [ln.split() for ln in s.split("\n")] data.append(tuple(zip(*tuples))) ...
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def make_str(s): """Casts the input to string. If a string instance is Not given, Ikke gitt or None, return empty string.""" if s == 'Not given': return '' if s == 'Ikke gitt': return '' if s is None: return '' return str(s)
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import os def get_last_modified_file_time(path): """This method gets the time that the given file was last modified. :param path: the path to the file """ return os.stat(path).st_mtime
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def experimento_rendijas(proba,blancos,rendijas): """(list, list, int) -> list Expoerimento probabilistico de rendijas multibles""" mat = [[0.0 for x in range(blancos+rendijas+1)] for x in range(blancos+rendijas+1)] cada = blancos//rendijas if blancos%2==0 else (blancos+1)//(rendijas) repite = Fals...
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def get_touchdown(df): """ Calculates instance of touchdown (landing). """ df = df.copy() return df.iloc[df['Altitude'].idxmax():][df['Altitude'] <= 2].index[0]
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import pathlib def check_file(filename: str): """ :rtype: pathlib.WindowsPath """ try: file = pathlib.Path(filename).absolute() if file.exists() and file.is_file(): return file elif file.exists() and (not file.is_file() or file.is_dir()): raise IOError(...
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def total_orgs_participated_year(data): """ Returns the total number of organisations participated in the specified year. The year data is passed as parameter to the function. """ return len(data.keys())
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def format_cmd(cmd): """If some command arguments have spaces, quote them. Then concatenate the results.""" ans = "" for val in cmd: if " " in val or "\t" in cmd: val = '"' + val + '"' ans += val + " " return ans
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def is_s3_url(path_or_url: str) -> bool: """ Test if *path_or_url* is a potential object storage URL. :param path_or_url: Path or URL to test. :return: True, if so. """ return path_or_url.startswith("https://") \ or path_or_url.startswith("http://") \ or path_or_url.starts...
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import pathlib import platform def data_path() -> str: """Get full path of data directory. Currently supporrted only for Linux and Windows Raises: ValueError: raised for MacOS, as it's not supported Returns: [str]: full path to data directory """ scripts_path = str(pathlib.Path(_...
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import copy def select_keys(d, keys): """Returns a dict containing only those entries in dict whose key is in keys See also select_paths :param d: dict to filter :param keys: a list of keys to select :returns: a copy of subset of d with only the specified keys :rtype: dict """ return...
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def replace_forward_slash(file_name): """ This method takes a string representing a file name and replaces forward slashes with ":" This approach is consistent with how other clients deal with attempts to upload files with forward slashes in the name. """ return file_name.replace("/", ":")
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import re def replace_citations(target_str, is_blog=False): """ replace all shorthand citations {14} in a string with either Jinja2 citation indicators or superscript citations to render them as they appear in copy. :param target_str: String to be edited :param is_blog: boolean (default False) - r...
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def jet_id(jets, options): """ Loose jet ID taken from flashgg: https://github.com/cms-analysis/flashgg/blob/dd6661a55448c403b46d1155510c67a313cd44a8/DataFormats/src/Jet.cc#L140-L155 """ nemf_cut = jets.neEmEF < 0.99 nh_cut = jets.neHEF < 0.99 chf_cut = jets.chHEF > 0 chemf_cut = jets.chEmEF...
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import argparse def arguments(): """ The collection of valid argument for this sample. """ parser = argparse.ArgumentParser( description='Send a message to a MQ Light server.') parser.add_argument( '-s', '--service', dest='service', type=str, default...
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def get_tokens(flight_list): """ Create list of booking tokens to retrieve booking info. """ return [i['booking_token'] for i in flight_list]
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import os def parse_python_path(root_dir, path_str): """ The incoming python string should be a string seperated by newlines: "\n../nsound/nsound_git_ws\n../nsound/nsound_git_ws2" This should should become a list of strings of absolute paths. """ paths = path_str.strip().split('\n') ...
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def get_element_by_id(_id, group_list): """ Use next generator to find element in a group's list by identifier. """ return next(e for e in group_list if _id == e["id"])
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from typing import Optional from typing import Mapping def _check_scale_factor( spatial_data: Optional[Mapping], img_key: Optional[str], scale_factor: Optional[float], ) -> float: """Resolve scale_factor, defaults to 1.""" if scale_factor is not None: return scale_factor elif spatial_d...
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from typing import List def get_param_docstring(docstring: str) -> str: """ Get docstring of argument part. Parameters ---------- docstring : str Target docstring string. Returns ------- param_docstring : str Argument part docstring. """ param_part_started: bo...
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def get_new_pos(old_pos): """This is a function that converts part-of-speech codes to abbreviated parts-of-speech""" new_pos = "" if old_pos.startswith('J'): new_pos = "a" elif old_pos.startswith('V'): new_pos = "v" elif old_pos.startswith('N'): new_pos = "n" elif old_pos...
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def sanitize_metric_name(metric_name: str) -> str: """ Replace characters in string that are not path-friendly with underscore """ for s in ["?", "/", "\\", ":", "<", ">", "|", "'", '"', "#"]: metric_name = metric_name.replace(s, "_") return metric_name
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import os def _create_version(): """ Helper function for building the version string """ version = "Unknown" root = os.path.dirname(os.path.dirname(os.path.abspath(__file__))) try: with open(os.path.join(root, "VERSION.txt"), 'r') as f: version = f.read().strip() excep...
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def get_issueshortpath(issuedir): """ Returns short version of issue dir path""" path = issuedir.path return path[path.index(issuedir.journal):]
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def get_alignment_pdb_chain(alignment): """ Returns a string of the chain id, e.g. 'A', 'B', etc. :param alignment: :return: """ pdb_chain_id = alignment.hit_def.encode('ascii').split()[0] chain = pdb_chain_id.split('_')[1].upper() return chain
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import logging def prevent_request_warnings(original_function): """ If we need to test for 404s or 405s this decorator can prevent the request class from throwing warnings. """ def new_function(*args, **kwargs): # raise logging level to ERROR logger = logging.getLogger("django.req...
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def strange_sequence(num1, num2): """ Write a function that takes two integers num1, num2 and returns an inner function that takes in an integer limit which will return a list of all integers from 1 to limit (both ends are included) but overrides those number with given rules. >>> inner = s...
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def __get_sub_xds(ka, ka1): """根据上级别线段标记获取本级别最后一个走势的线段""" xds_l = [x for x in ka.xd if x['dt'] <= ka1.xd[-1]['dt']] xds_r = [x for x in ka.xd if x['dt'] > ka1.xd[-1]['dt']] if not xds_r: xds = [xds_l[-1]] return xds if xds_r[0]['fx_mark'] != ka1.xd[-1]['fx_mark'] and len(xds_l) > 0:...
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from typing import List def calculate_magnitude(reduced_form: List[List[int]]) -> int: """ Generate the magnitude by reducing from inside out. Ex: [[9,1], [1,9]] => [(9, 2), (1, 2), (1, 2), (9, 2)] => [(29, 1), (1, 2), (9, 2)] => [(29, 1), (21, 1)] => [(129, 0)] => ...
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def process_lines(file_reader, corpus_name:str)->list: """Strips and splits the lexicon lines. The case is kept intact for the 'switchboard' corpus, but is lowered for all others Args: file_reader: file reader object of lexicon corpus_name (str) Returns: (list): split lexicon li...
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def documentation_link(chapter): # type: (str)->str """ Creates a link to the documentation. This method is useful for showing a link to the ZSL documentation in case of any misconfiguration, etc. :param chapter: Chapter name in to which the link points. Use underscores instead of spaces. :retu...
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def stcqt(sig, fr, cqbank): """Implement Judith Brown's Constant Q transform. Parameters ---------- sig: array_like Signal to be processed. fr: int Frame rate in Hz, or int(SR/hop_length). cqbank: ConstantQ Filterbank class A pre-defined constant Q filterbank class. ...
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def derive_ppop_state(obj, state_dict): """ Deriving ppop code and ppop state name Args: obj: a dictionary containing the details we need to derive from and to state_dict: a dictionary containing all the data for State objects keyed by state code Returns: Place ...
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def get_grid_offset(function, axis): """ For a function, return the grid offset for a specified axis. Parameters ---------- function : devito Function The function to get the offset of axis : int The axis for which offset should be recovered """ if function.is_Staggered:...
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import requests import time def unblock_ip(ip, logger, dashboard_log, firewall_ip_and_port): """ This function unblocks given 'ip' using firewall wrapper. :param ip: IP to unblock. :param logger: Logger object. :param dashboard_log: Log messages which will be shown on dashboard. :param firewall_i...
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import pandas as pd def year_month_day(raw_dates): """ Split a date column into three columns: Year, Month, Day :param raw_dates: a Series of dates as type string or datetime64[ns] :returns: A DataFrame with columns ['year', 'month', 'day'] """ # Convert to datetime64[ns] if possible data...
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from typing import Any def test_for_small_float(elem: Any, precision: int) -> bool: """ Returns True if 'elem' is a float whose rounded str representation has fewer significant figures than the numer in 'precision'. Return False otherwise. """ if not isinstance(elem, (float)): return...
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def what_filters(z, fset, wave_lo=1300., wave_hi=2600., picky=True): """ Given a redshift and a full filter set, return the filters that probe the rest UV continuum only. """ # Compute observed wavelengths in microns l1 = wave_lo * (1. + z) * 1e-4 l2 = wave_hi * (1. + z) * 1e-4 ...
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def SplitSequence(seq, size): """Split a list. Args: seq: sequence size: int Returns: New list. Recipe From http://code.activestate.com/recipes/425397/ (Modified to not return blank values) """ newseq = [] splitsize = 1.0/size*len(seq) for i in range(size): newseq.append(seq[int(round...
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def check_win(player, board): """Checks if the inputted player has won""" # These are all the winning lines/combinations lines = [ (0, 1, 2), (3, 4, 5), (6, 7, 8), (0, 3, 6), (1, 4, 7), (2, 5, 8), (0, 4, 8), (2, 4, 6), ] # For each on...
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def file_hierarchy(): """Return a sample nested file hierarchy.""" return { 'file_a.txt': 'file_a', 'path': { 'file_b.txt': 'file_b', 'sub': { 'file_c.txt': 'file_c', 'file_d.txt': 'file_d' } } }
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def bin_add_U2(bin1, bin2): """ Adds two binary numbers in U2 :param bin1: First number in U2 :type bin1: string :param bin2: Second number in U2 :type bin2: string :return: Result of adding in U2 :rtype: string """ result = "" moving = 0 for i in range(len(bin1) - 1, ...
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