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def issue_statuses(metric, last_measurement) -> list[dict]: """Return the metric's issue statuses.""" last_issue_statuses = last_measurement.get("issue_status", []) return [status for status in last_issue_statuses if status["issue_id"] in metric.get("issue_ids", [])]
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def TriStrip(p): """for backward compatibility only - TriStrip is no longer a type please use the triStrip() method of the Polygon type instead""" return p.triStrip()
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def heroUnit( headline="", tagline="", buttonStyle="primary", buttonText="", buttonHref="#" ): """ *Generate a heroUnit - TBS style* **Key Arguments:** - ``headline`` -- the headline text - ``tagline`` -- the tagline text for below the headline ...
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def direction_finder(direction, exchange): """ Uses the 'src' attribute of an "img" tag to find the direction of flow. In the data source small arrow images are used to show flow direction. """ if direction == "/uflujpot.nsf/f90.gif": # flow from Argentina return 1 elif dire...
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def is_valid_msisdn(msisdn): """A very basic msisdn validation check""" return msisdn[0] == "+" and len(msisdn) == 12
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def which_fib(lst, n): """ Returning the index of n in the sequence lst starting from 1 """ return lst.index(n) + 1
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def load_text_validation_min(value): """load text_validation_min""" return value
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def build_lines_data(lines) -> bytes: """ Builds the byte string from given lines to send to the server :param lines: :return bytes: """ result = [] for line in lines: result.append(f"{(len(line) + 5 ):04x}".encode()) result.append(line) result.append(b"\n") resul...
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def find_folder_on_path(path, target='.git', **kwargs): """ Given a path, find the repo root. The root is considered the top-level folder containing the '.git' folder. This method will traverse up the tree, searching each level. If not `.git` folder is found, None is returned. Otherwise the parent...
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def var_order(bdd): """Return `dict` that maps each variable to a level. @rtype: `dict(str: int)` """ return {var: bdd.level_of_var(var) for var in bdd.vars}
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def get_camera_serial_and_firmware(console_text): """ Scraps console text for serial and firmware information of all connected realsense devices. Args: console_text (str): input console text contaning all connected device information Returns: Array[dic]: Array item for each connect dev...
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def is_abstract_method(method): """ @type: method: object @param: A method object. """ return getattr(method, '__isabstractmethod__', False)
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def _get_config_parameter(config, section, parameter_name, default_value): """ Get the parameter if present in the configuration otherwise returns default value. :param config the configuration parser :param section the name of the section :param parameter_name: the name of the parameter :param...
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def make_bool(x_var): """turn an array of ints into array of bool""" if x_var > 0: return True return False
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def as_escaped_unicode_literal( text: str ) -> str: """Convert the given ``text`` into a string of escaped Unicode hexadecimal. Args: text (:obj:`str`): The string to convert. :rtype: :obj:`str` A string with each character of the given ``text`` converted ...
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def compute_top_minus_index_spread(mean_returns, market_index): """ Computes the difference between the mean returns of two quantiles. Optionally, computes the standard error of this difference. Parameters ---------- mean_returns : pd.DataFrame DataFra...
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def pytest_exception_interact(node, call, report): """ Set a different exit code on uncaught exceptions. """ global unhandled_exit exctype, value, traceback = call.excinfo._excinfo if exctype == AssertionError: return report unhandled_exit = node.config.getoption('--unhandled-exc-ex...
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def get_counter(data, base): """ See setCounters() / getCounters() methods in IJ source, ij/gui/PointRoi.java. """ b0 = data[base] b1 = data[base + 1] b2 = data[base + 2] b3 = data[base + 3] counter = b3 position = (b1 << 8) + b2 return counter, position
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import sys import multiprocessing def _is_spawning_semantics(): """True if we are on spawning semantics.""" return sys.platform == 'win32' or \ multiprocessing.get_start_method(allow_none=True) == 'spawn'
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import glob def read_corpus(): """ 读原始数据 """ src = [] tgt = [] data_path = glob.glob("./corpus/文言文翻译/*") for p in data_path: dir = p.split("/")[:-1] dir = "/".join(dir) # print(dir) name = p.split("/")[-1] if "翻译" in name: # 找到了一个翻译文件 ...
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def M(*args, **kwargs) -> dict: """Join objects to dict""" result = {} for arg in args: if isinstance(arg, dict): result.update(arg) if hasattr(arg, "__dict__"): result.update(dict(arg)) return result | kwargs
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from typing import Any def _substitute_none_val(data: Any): """Trakt represents null-value as {}. Change it to None.""" if data == {}: return None if isinstance(data, list): data = [_substitute_none_val(v) for v in data] if isinstance(data, dict): data = {k: _substitute_none_v...
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def rivers_with_station(stations): """For a list of MonitoringStation objects, return a set of rivers which have a monitoring station""" rivers = [] for station in stations: rivers.append(station.river) return set(rivers)
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def calculate_tax(income): """Implement the code required to make this function work. Write a function `calculate_tax` that receives a number (`income`) and calculates how much of Federal taxes is due, according to the following table: | Income | Tax Percentage | | ------------- | ----------...
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import collections def frequency(input_list): """ Finds the occurances of elements in a list. Works with numbers not consisting of numbers as well. :param input_list: list or tuple >>> frequency([1, 2, 2, 3, 3, 3, 4, 4, 4, 4]) Counter({4: 4, 3: 3, 2: 2, 1: 1}) """ return collections....
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def array_to_dict(result_array, regions): """Convert an array with regions to dict with region as key Arguments --------- result_array : array Results in region_array regions : list List with all regions (order is the same) Returns -------- result_dict : dict ...
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import os import torch import re def get_visible_devices_global_ids(): """Return the global indices of the visible devices""" if "CUDA_VISIBLE_DEVICES" not in os.environ: return list(range(torch.cuda.device_count())) visible_devices = os.environ["CUDA_VISIBLE_DEVICES"] visible_devices = re.sp...
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def reverse(start, end): """ takes in 2 nodes a start and end swaps all nodes iterating over start to end """ # set a prev to the end prev = end # set a next_starting_node to the start.next next_starting_node = start.next # set a current_node current_node = start.next ...
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def string_from_uuid(uuid_obj): """Returns standard hexadecimal string for uuid; same as str(uuid_obj). arguments: uuid_obj (uuid.UUID object): the uuid which is required in hexadecimal string format returns: string (40 characters: 36 lowercase hexadecimals and 4 hyphens) """ return...
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def create_setWeight(col: str, weight: str, lemex: str): """ :return str: format of 'setweight(col, weight, lemex)' \n Check postgresql text search setweight function to see the syntax """ return """setweight(%s, '%s', '%s')""" % (col, weight, lemex)
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import torch def quat_from_xyz(xyz): """ Construct 3D rotation from the imaginary component """ w = (1.0 - xyz.norm()).unsqueeze(-1) assert bool((w >= 0).all()), "xyz has its norm greater than 1" return torch.cat([xyz, w], dim=-1)
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from typing import List from typing import Tuple from typing import Union def read_expected_file(path: str) -> List[Tuple[Union[str, float], ...]]: """Reads and parses resource file.""" types = str, float with open(path, "r") as file: expected_fermionic_op = [tuple(t(e) for t, e in zip(types, line...
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def no_space_conjunction(tag1, tag2): """If two tags represent one number and one letter.""" if tag1 == 'L' and tag2 == 'N': return True elif tag1 == 'N' and tag2 == 'L': return True else: return False
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def get_package_requirements(requirement_type: str): """ Load in extra_requirements.json from the package """ requirements = { "numpy": ["core"], "requests": ["core"], "pytest": ["test"], "sphinx-rtd-theme>=0.5.0": ["test"], "imageio": ["encoders-image-tfhub"]...
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from functools import reduce def find_common_set_of_column_names(dfs): """Returns a sorted list of common columns names.""" cols = [set(df.columns) for df in dfs] return sorted(list(reduce(set.intersection, map(set, cols))))
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def get_long_description(): """ :return: The description for the plugin type. """ return """Infrastructure plugins use different techniques to identify the remote operating system, HTTP daemon, Web Application Firewalls, remote users and any other information that is related to the target web ap...
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def navigation(request): """Fetches data required to render navigation menu. The main menu contains the list of user categories to choose. Here is the query to fetch them. """ context = {} if hasattr(request, "user_categories"): context.update( { "user_categ...
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def append_filename(filename, impute_dates, moving_average): """! Creates consistent file names for all output. """ if moving_average > 0: filename = filename + '_ma' + str(moving_average) elif impute_dates: filename = filename + '_all_dates' return filename
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from typing import Optional from typing import Union from typing import Dict def fix_level_type( level_type: Optional[Union[str, Dict]], engine: str = "eccodes", ) -> Optional[Union[str, Dict]]: """ Convert level type into dict of GRIB keys. Notes ----- ``typeOfFirstFixedSurface``...
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def clean_up_whitespace_in_template_output(text): """Remove some excess whitespace from using Django templates for YAML.""" ret = [] for line in text.split("\n"): # Truly empty lines are likely intentional, so keep them if not line: ret.append("") continue #...
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def _validate_spotlight_mode(the_sicd): """ Validate the spotlight mode situation. Parameters ---------- the_sicd : sarpy.io.complex.sicd_elements.SICD.SICDType Returns ------- bool """ if the_sicd.CollectionInfo is None or the_sicd.CollectionInfo.RadarMode is None \ ...
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def mixed_radix_to_base_10(x, b): """Convert the `mixed radix`_ integer with digits `x` and bases `b` to base 10. Args: x (list): a list of digits ordered by increasing place values b (list): a list of bases corresponding to the digits Examples: Generally, the base 10 representatio...
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def _pprint_dict(seq, _nest_lvl=0): """ internal. pprinter for iterables. you should probably use pprint_thing() rather then calling this directly. """ fmt = u"{%s}" pairs = [] pfmt = u"%s: %s" for k, v in seq.items(): pairs.append(pfmt % (repr(k), repr(v))) return fmt % ", ...
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def apply_mask_v2(mask: str, address: str) -> str: """ DOCTEST >>> apply_mask_v2(mask='000000000000000000000000000000X1001X', address='000000000000000000000000000000101010') '000000000000000000000000000000X1101X' """ output = "".join([address[i] if mask[i] == "0" else mask[i] for i, _ in enumer...
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def _first_true_index(bools): """ Given a pandas Series of bools, returns the index of the first occurrence of `True`. **Index-based, NOT location-based** I.e., say x = pd.Series({0: False, 2: False, 4: True}), then _first_true_index(x) will return index 4, not the positional index 2. If no val...
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def sum_fibs(limit): """Sums even Fibonacci numbers upto `limit` Args: limit (int) : The limit the sum will be calculated to Returns: int : The sum of even Fibonacci numbers upto `limit` """ previous = 0 current = 1 future = 1 result = 0 while True: future ...
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def Tc(grav): """Function to Calculate Gas Critical Temperature in °R""" #grav gas specific gravity return 169.2 + 349.5 * grav - 74 * grav ** 2
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def _Backward3a_T_Ps(P, s): """Backward equation for region 3a, T=f(P,s) >>> "%.7f" % _Backward3a_T_Ps(20,3.8) '628.2959869' >>> "%.7f" % _Backward3a_T_Ps(100,4) '705.6880237' """ I=[-12, -12, -10, -10, -10, -10, -8, -8, -8, -8, -6, -6, -6, -5, -5, -5, -4, -4, -4, -2, -2, -1, -1, 0, 0, ...
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def sample_normalize(masked_counts, settings): """Normalize a UMI count table sample-wise.""" filter_level = settings["copyStableLevel"] filter_values = settings["copyStableValues"] col = masked_counts.columns all_values = col.get_level_values(filter_level) if filter_values == "none": fi...
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def _parse_to_last_comment(comments): """Unpack to get the last comment (hence the -1) or give '' when there is none""" return [(c[-1]['comment'] if hasattr(c, '__len__') else '') for c in comments]
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def converte_int_char(inteiro): """Converte um inteiro para um caractere segundo a tabela ASCII com correção do valor do inteiro, segundo enunciado e uso da função chr(), para que: 0 = '_' = , 1 = 'a' = , 2 = 'b', ..., 26 = 'z' e 27 = '.' Args: inteiro (int): inteiro a ser convertido em carac...
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def create_iterable_dataset(torch_transforms_module, pipeline_results): """ Create a PyTorch iterable dataset that loads samples from pipeline results. :param torch_transforms_module: The imported torch.transforms module. :param pipeline_results: Pipeline results iterator. :return: Dataset that has...
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def dtype(request, device): """Run a test case in single and double precision.""" return request.param
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from io import StringIO def download_image(session, url): """" dumps image into memory """ dl = session.get(url, stream=True) img = StringIO() img.write(dl.content) img.seek(0) # rewind to beginning return img
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def get_attr_info(key, convention, normalized): """Get information about the MMD fields. Input ===== key: str MMD element to check convention: str e.g., acdd or acdd_ext normalized: dict a normalized version of the mmd_elements dict (keys are, e.g., 'personnel>or...
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def unpad(x, pad_width): """ func to unpad slice (FOR LINUX) ---------- x : ndarray image array pad_width : tuple tuple fed to np.pad Returns ------- ndarray unpadded img """ slices = [] for c in pad_width: e = None if c[1] == 0 else -c[1] ...
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import os def ensurePath(root, dir_names): """Creates hierarchy of nested folders starting from root, if they did not exist. Returns resulting path. """ path = root for dir_name in dir_names: path += str(dir_name) + "/" if not os.path.exists(path): os.makedirs(path) ...
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from pkg_resources import resource_filename def get_ffxml_path(): """ Return the path where OpenMM ffxml forcefield files are stored in this package. Returns ------- path : str The absolute path where OpenMM ffxml forcefield files are stored in this package """ filename = resource...
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def toggle_doors(doors, skip): """Toggle every skip door in doors. doors is an array of elements where a false value represents a closed door and a true value represents an open door. If skip is 1, toggle door #1, #2, #3... If skip is 2, toggle door #2, #4, #6... Returns doors """ for...
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import math def presion_vapor_tmed(tmed): """ calcula la presión del vapor en saturación a la temperatura media kPa param: tmed : temperatura media """ return 0.6108*math.exp(17.27*tmed/(tmed+237.3))
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import subprocess def dmenu(options, dmenu): """Call dmenu with a list of options.""" cmd = subprocess.Popen(dmenu, shell=True, stdin=subprocess.PIPE, stdout=subprocess.PIPE, stderr=subprocess.PIPE) ...
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def count_times(func): """ Checks how many times a function repeats. :param func: dictionary in the format (k, v): (name of brodmann area, name of the functions) """ times = dict() for val in func.values(): for v in val: inc = 1 v = v.split("\t\t")[1] ...
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def get_insert_cmd(insert_fields, table, update_cmd=None): """ Creates the insert command to use with an insertion to a PostgreSQL database, given the table and the fields to be inserted Parameters ---------- insert_fields: list of strs Fields of data that will be inserted table: st...
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def serialize(gtp_command, gtp_response): """Serialize a GTP response as a string. Needs the command we are responding to so we can match the sequence number. """ return '%s%s %s\n\n' % ( '=' if gtp_response.success else '?', '' if gtp_command.sequence is None else str(gtp_command.s...
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def list_entries(): """Return entries to be displayed in rofi.""" return([''])
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import copy def add_missing_fields(og_layout, tab): """ Adds missing fields to the layout. """ layout = copy.deepcopy(og_layout) missing_fields = tab.get_missing_fields(layout.get("content")) if not missing_fields: return og_layout tab_data = tab.get_from_tabs(layout.get("content")...
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def next_power_2(x: int) -> int: """Return the smallest power of 2 greater than or equal to x""" return 1 << (x-1).bit_length()
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def security_group_exists(self, sg_id=None, name=None): """ Checks if a security group already exists on this connection, by name or by ID. :param boto.ec2.EC2Connection self: Current connection. :param string sg_id: ID of the security group to check. Default : None. :param string name: Name of the...
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def get_approximate_cloud_underside(qc, z_tol=100.0): """ Using 3D condensate field `qc` create a 2D array representing the underside height of the lowest cloudy point per column """ z_cloud_underside = qc.zt.where(qc > 0.0).min(dim="zt") m = z_cloud_underside < z_tol + z_cloud_underside.min() ...
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import os def load_asins_list(folders): """folders is a list of strings.""" all_files = [] for folder in folders: all_files.extend(os.listdir(folder)) asins_list = [asin.replace('.jpg', '') for asin in all_files if '.jpg' in asin] global tot_count tot_count = len(asins_list) return...
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def to_int(x, error=0): """Convert argument to int.""" try: return int(x) except (ValueError, TypeError): return error
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def apply_format(data_frame, column_names, format_method): """Apply a formatting function to a DataFrame column and return. Simplify applying format modifications to the data stored in columns of `data_frame`. Check if the parameters are of the right type, apply `format_method` to the columns of `data_...
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def _GenerateInputs(emitter, registers, lanes_count, input_address, stride): """.""" inputs = [] last_address_register = input_address for i in range(lanes_count): if not i: inputs.append(input_address) else: address_register = registers.GeneralRegister() inputs.append(address_register...
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def isascii(s): """Return True if there are no non-ASCII characters in s, False otherwise. Note that this function differs from the str.is* methods in that it returns True for the empty string, rather than False. >>> from bridgedb.util import isascii >>> isascii('\x80') False >>> isascii('...
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def safe_execute(default, exception, function, *args): """ Inline Try/Except Parameters ---------- default : Object value returned in case of failure exception : Exception type of exception you want to catch function : function the function to execute args ...
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import time def create_task_id(): """ Creates new task ID. It is probably not too safe, but now it is current time with big precision. It will be refactored later. """ return str(int(round(time.time() * 10**9)))
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def voltage_evq(energy,charge): """Usage: voltage_evq(energy, charge)""" return energy/charge
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import os import errno def is_process_running(pid: int): """Check if there is a running process with `pid`.""" try: os.kill(pid, 0) return True except OSError as ex: if ex.errno == errno.ESRCH: return False else: raise
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def linear(x: float, target: float, span: float, symmetric = False) -> float: """Create a linearly sloped reward space. Args: x (float): Value to evaluate the reward space at. target (float): The value s.t. when x == target, this function returns 1. span (float): The value s.t. when x >= target ...
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def parse_flask_rule(rule: str): """Parses a flask rule (URL), and returns an openapi compatible version of the url""" parsed_rule = [] index = -1 while index < len(rule): index += 1 if index > len(rule) - 1: break char = rule[index] if char != "<": ...
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def first_non_empty(items): """ Return first non empty item from the list. If nothing is found, we just pick the first item. If there is no item, we return the whole form (defaulting to []). """ if items: for it in items: if it: return it return item...
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def add_2_numbers(a, b): """ Assume your function returns the addition of 2 numbers """ return a + b
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def determine_img_center(img, center_left=True, center_up=True, center=100): """ Determines the center of an image. Args: img: An opencv instance of an image. center_left: A boolean to determine whether the you should push the center width to the left or push it to the right. I...
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def numba_update_requestable(requestable, r_ct, c_ct, c_f, c_cf, c_dt): """ calculates: requestable *= (1 - request) """ for a, b, c, d, e in zip(r_ct, c_ct, c_f, c_cf, c_dt): requestable[a, b, c, d, e] = 0 return requestable
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def compute_bid(task, fog_node, phi_CPU=1.0, phi_RAM=1.0, phi_DISK=1.0): """Calculate the bid for the current node for the current task. Args: :param task (dataframe): A dataframe containing information about the current task. :param fog_node (series): A series containing information about the ...
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from typing import Callable def get_piecewise_rollout(start_time: float, end_times: list, vaccination_rates: list) -> Callable: """ Turn the vaccination rates and end times into a piecewise roll-out function. """ def get_vaccination_rate(time, computed_values): if time > start_time: ...
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def analysis_kindex(analysis): """ Returns a dictionary of keywords by (namespace, name). 'kindex' stands for 'keyword index'. """ return analysis.get("kindex", {})
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import pathlib import os import re def get_long_description() -> str: """Converts relative repository links to absolute URLs if GITHUB_REPOSITORY and GITHUB_SHA environment variables exist. If not, it returns the raw content in README.md. """ raw_readme = pathlib.Path("README.md").read_text() ...
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from typing import Tuple import argparse import json def get_args() -> Tuple[dict, str]: """ get_args. Return: Tuple[dict,str]: Args and name of file used """ parser = argparse.ArgumentParser() parser.add_argument("config_file", help="Name of configuration file") args = parser.pars...
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def dst_main_directory(library: str) -> str: """ Main directory for report files resulting from the reconciliation process. """ return f"./files/{library}"
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from pathlib import Path def find_file(search_file: str, search_path: str): """This api find the file in sub-directories and returns absolute path of file, if file exists""" for File in Path(search_path).glob(f"**/{search_file}"): return File
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import torch def compute_scores(users_embeds: torch.Tensor, items_embeds: torch.Tensor, items_bias: torch.Tensor) -> torch.Tensor: """ Args: users_embeds(torch.Tensor): shape (batch_size, items_total, embed_dim) items_embeds(torch.Tensor): shape (items_total, embed_dim) items_bias(torc...
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def max_height(target): """ Solved using this racionale: ignore x -- it's independent and can adapt to any value we specify for each starting y velocity (vy) with positive vy necessary for reaching height, vy will be -vy when y is 0 again so, the heighest initial velocity is reaching the...
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def extract_fplus_include_file(code_line): """ Extracts the included file path from an include statement """ return ( code_line .replace("#include <fplus/", "") .replace("#include \"", "") .replace("\"", "") .replace(">", "")[:-1] )
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def merge_sort(lst): """Merge Sort.""" if len(lst) <= 1: return lst mid = len(lst) // 2 left = lst[mid:] right = lst[:mid] left = merge_sort(left) right = merge_sort(right) output = [] while left and right: if right[0] < left[0]: output.append(right.po...
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def check_def_has_docstring(def_docstring, context, is_script): """Exported definitions should have docstrings. ...all functions and classes exported by a module should also have docstrings. Public methods (including the __init__ constructor) should also have docstrings. """ if is_script: ...
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def hello(): """ Return a greeting. """ return "Greetings from Python!"
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from typing import Tuple import subprocess import shlex import re def zsh_version() -> Tuple[int, ...]: """Try to guess zsh version, return (0, 0) on failure.""" try: out = subprocess.run(shlex.split('zsh --version'), check=True, stdout=subprocess.PIPE).stdout except (...
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def split_byte(x): """Split byte into groups of bits: (2 bits, 3 bits, 3 bits)""" return x >> 6, x >> 3 & 7, x & 7
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def total_histogram_diff(pixel_diff): """ Sums up all histogram values of an image. When used with the black/white pixel-diff image this gives the difference "score" of an image. :param pixel_diff: the black/white image containing all differences (output of imagecompare.pixel_diff function) :return...
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