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def format_readonly_node_type(node_id: str): """The anonymous node type for readonly node provider nodes.""" return "node_{}".format(node_id)
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def is_junk(c): """ Return True if string `c` is a junk copyright that cannot be resolved otherwise by the parsing. It would be best not to have to resort to this, but this is practical. """ junk = set([ 'copyrighted by their authors', 'copyrighted by their authors.', 'co...
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def item_extract(soup, root): """ :param soup:上层html数据的soup :param root:上层解析器xml的结点 :return: 根据解析器抽取的items """ items = {} for child in root: if child.tag != 'parse': continue if child.attrib['type'] == 'soup': sub_cssselector = child.attrib['cssselecto...
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def lift_snd(f): """Lift a function f onto the second element of a 2-tuple. >>> lift_snd(list)(('abc', 'def')) ('abc', ['d', 'e', 'f']) """ return lambda pair: (pair[0], f(pair[1]))
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def buildcheck(c): """Check if builds are OK""" return c.run("twine check dist/*")
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def readval(file, ty): """Reads a line from file with an item of type ty :param file: input stream, for example sys.stdin :param ty: a type, for example int :returns: an element of type ty """ return ty(file.readline())
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def create_updater(node_map, from_ver, to_ver): """Create an updater to update json loaded data. Parameters ---------- node_map : Map[str, Function] Map from type_key to updating function from_ver : str Prefix of version that we can accept, to_ver : str The target vers...
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from datetime import datetime def default_format_mapping(): """ Default values to use in formatting template strings. """ now = datetime.now() def_map = { "date": now.strftime ("%Y%m%d"), "time": now.strftime ("%H%M%S"), "datetime": now.strftime ("%Y%m%dT%H%M%S"), } return def_map
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def condense_font_weight(css: str) -> str: """Condense multiple font weights into shorter integer equals. """ return css.replace('font-weight:normal;', 'font-weight:400;').replace('font-weight:bold;', 'font-weight:700;')
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import jinja2 def render_template(template_body: str, **template_vars) -> str: """render a template with jinja""" if template_vars: template_body = jinja2.Template(template_body).render(**template_vars) return template_body
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def alter_tables(rdb): """ CREATE tables for numeric and categorical data and necessary indexes. """ # Alters in database create_table_apple_watch_numeric = """CREATE TABLE applewatch_numeric AS SELECT "type","Name","unit","Date",("Value"::double precisio...
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import random def evolution_search_compare_case2(search_space, num_init=10, k=10, population_size=30, total_queries=100, candidate_num=100, ...
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def formatter_str(formatstr): """ Creates a formatter function from format string, i.e. '%s, %s' etc :param formatstr: The formatting string :return: Formatter function using formatstr """ return lambda item: formatstr % item
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import requests import hashlib def get_hash(resource_url): """ Access the URL provided and calculate an MD5 hash of whatever is returned. Throw an exception, if the URL is not accessible. """ req = requests.get(resource_url, stream=True) m = hashlib.md5() for chunk in req.iter_content(chunk_si...
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def line_strip(line): """ Remove comments and replace commas from input text for a free formatted modflow input file Parameters ---------- line : str a line of text from a modflow input file Returns ------- str : line with comments removed and commas replaced ...
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def split(string, sep): """Return the string split by sep. Example usage: {{ value|split:"/" }} """ return string.split(sep)
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import torch def conv_constitutive_constraint_nonlinear(input, output, sobel_filter, beta1, beta2): """Nonlinear extension of Darcy's law - K * grad_u = sigma + beta1 * sqrt(K) * sigma ** 2 + beta2 * K * sigma ** 3 Args: input: K output: u, sigma1, sigma2 """ K_u_h = - input *...
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import numpy def init_uniform_ttable(wordlist): """ Initialize (normalized) theta uniformly """ n = len(wordlist) return numpy.ones((n, n + 1)) * (1 / n)
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def _merge(left, right): """ Function merges left and right parts Args: left: left part of array right: right part of array Returns: Sorted and merged left + right parts """ merge_result = [] i = 0 j = 0 while i < len(left) and j < len(right): if lef...
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import argparse def get_parser() -> argparse.ArgumentParser: """ parse command line arguments returns: parser - ArgumentParser object """ parser = argparse.ArgumentParser(description="BBC Pidgin Scraper") parser.add_argument( "--output_file_name", type=str, d...
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def _get_input_output_names(onnx_model): """ Return input and output names of the ONNX graph. """ input_names = [input.name for input in onnx_model.graph.input] output_names = [output.name for output in onnx_model.graph.output] assert len(input_names) >= 1, "number of inputs should be at least 1...
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def url_param_dict_to_list(url_items_dict): """Turn this dictionary into a param list for the URL""" params_list = "" for key, value in url_items_dict: if key != "page": params_list += "&%s=%s" % (key, value) return params_list
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def read_lines(file_path): """ read file as a list of lines """ with open(file_path) as f: return [l.strip() for l in f.readlines()]
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import torch from typing import Optional from typing import cast def pad_mask(lengths: torch.Tensor, max_length: Optional[int] = None, device='cpu'): """lengths is a torch tensor """ if max_length is None: max_length = cast(int, torch.max(lengths).item()) max_length =...
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def footer_creator(original_msg, slack_user, time_stamp, footer_type): """ Take orignal message and add a footer with correct message and icon based on type """ footer_img_urls = { "0": "", "1": "https://emojipedia-us.s3.amazonaws.com/thumbs/120/microsoft/106/heavy-check-mark_2714.pn...
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def convert_red(string): """Return red text""" return f"{string}"
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import torch def dice_loss_with_logits(logit: torch.Tensor, target: torch.Tensor): """ References ---------- `Dice Loss <https://arxiv.org/abs/1606.04797>`_ """ if not (target.size() == logit.size()): raise ValueError("Target size ({}) must be the same as logit size ({})".format(target...
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def _h_3ab(P): """Define the boundary between Region 3a-3b, h=f(P) >>> "%.6f" % _h_3ab(25) '2095.936454' """ return 0.201464004206875e4+3.74696550136983*P-0.0219921901054187*P**2+0.875131686009950e-4*P**3
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import os def get_subj(path, user_filter=None): """ Gets all folder names (i.e., subjects) in a directory (of subjects). Removes hidden folders. user_filter option can be used to return only the subjects that contain the given string. Warning: Returns a list in python2 and a generator in pyt...
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import functools def memorize(func): """Decorator to memorize and return the latest result of a function. """ cache = {} @functools.wraps(func) def memorized_func_wrapper(*args, **kwargs): if func not in cache: cache[func] = func(*args, **kwargs) return cache[func]...
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def csr_ctype(field_data): """ The type passed to, or returned from, the assembler instruction. """ if "width" in field_data: width=str(field_data["width"]) if width.find("xlen") > 0: return "uint_xlen_t" else: return "uint_csr" + str(width) + "_t" return ...
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import re def sanitize_input(raw_data): """Removes special characters from raw data. Keyword arguments: raw_data -- raw file or URL text """ replace = {ord("\f"): " ", ord("\t"): " ", ord("\n"): " ", ord("\r"): None} # remove formfeeds, tabs and carriage returns content = raw_dat...
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def fnorm(f, normalization): """ Normalize the frequency spectrum.""" return f / normalization
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def neighbours( x, y, world ): """ Získá počet sousedů dané buňky. Parametry: x (int) X-ová souřadnice y (int) Y-ová souřadnice world (list) 2D pole s aktuálním stavem. Vrací: int Počet sousedů buňky na souřadnicích [x;y] """ # Počet sousedů ...
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def make_word_groups(vocab_words): """ Add predixes to word groups :param vocab_words: list of vocabulary words with a prefix. :return: str of prefix followed by vocabulary words with prefix applied, separated by ' :: '. This function takes a `vocab_words` list and returns a string ...
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from typing import List from typing import Dict def remap_list(target_list: List[int], mapping: Dict[int, int]) -> List[int]: """ Take a list of atom indices and remap them using the given mapping. """ return [mapping[x] for x in target_list]
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def same_line(index, list_): """ return corner on the same line :param index: :param list_: :return: """ for c in list_: if c.i == index: return c
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def binary_search(sequence, value, low, high): """Implements binary search, recursively. It operates on smaller and smaller sections of the given array.""" mid = low + (high - low) // 2 if low == mid and mid == high: if sequence[mid] != value: return -1 if value < sequence[mi...
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def get_answer(): """something""" return True
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import ast from typing import Optional from typing import List def read_object_name(node: ast.AST, name: Optional[List[str]] = None) -> str: """Parse the object's (class or function) name from the right-hand size of an assignement nameession. The parsing is done recursively to recover the full import pat...
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import base64 import pickle def bp(data): """Base64-Pickle.""" return base64.b64encode(pickle.dumps(data, protocol=2))
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def length(requests_mean): """ Arbitry choices to associate number of requests with length """ if requests_mean<=5.: return 'short'; elif requests_mean<=10: return 'medium'; else: return 'long';
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def pdbatom_formated_str(in_str): """ Returns a formatted ATOM record string """ pdb_fmt = { "type": "{:6s}", "serial": "{:5d}", "space": "{:1s}", "name": "{:4s}", "altLoc": "{:1s}", "resName": "{:3s}", "chainID": "{:1s}", "resSeq": "{:4d}...
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def name_value(obj): """ Convert (key, value) pairs to HAR format. """ return [{"name": k, "value": v} for k, v in obj.items()]
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def keymap(fn, d): """returns {fn(k): v for k, v in d.items()}""" return {fn(k): v for k, v in d.items()}
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def nullValue(value): """nullValue. Args: value: """ returnValue = None if value and value.strip(): returnValue = value.strip() return returnValue
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import re def get_one_match(expr, lines): """ Must be only one match, otherwise result is None. When there is a match, strip leading "[" and trailing "]" """ # member names in the ld_headers output are between square brackets expr = rf'\[({expr})\]' matches = list(filter(None, (re.search(e...
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import json def _get_synset_labels(filepath: str) -> dict: """ Gets synsets from json file in a dict Args: filepath: json file path Returns: Dict having the following structure: {str id : (int synset_ID, str label_name )} """ with open(filepath, "r") as f: ra...
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def pickPort(loc,PortList): """ Evaluates availability of an input (xport) against PortList. Returns xport once it is verified to be available. """ #from locationcode import Loccode while True: try: xport = int(input('Pick the next available port number (>=33) on mod ' ...
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def rotation(s,i): """ Right rotation operator on strings """ n = len(s) return "".join([ s[(n-(i-l))%n] for l in range(n) ])
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def DxxxTID_to_YOtrID(DxxxTID): """ convert DxxxTID to YOtrID """ return("YOtr" + DxxxTID[1:3].upper() + DxxxTID[-6:])
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def is_cap(word: str) -> bool: """Return True if the word is capitalized, i.e. starts with an uppercase character and is otherwise lowercase""" return word[0].isupper() and (len(word) == 1 or word[1:].islower())
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def mag(mag_star, mag_ref=0): """Calculates the brightness difference based on magnitudes Parameters ---------- mag_star : float Magnitude of input star mag_ref : float magnitude of reference star""" return 10**(0.4*((mag_ref)-(mag_star)))
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def get_depth(od): """Function to determine the depth of a nested dictionary. Parameters: od (dict): dictionary or dictionary-like object Returns: int: max depth of dictionary """ if isinstance(od, dict): return 1 + (max(map(get_depth, od.values())) if od else 0) return...
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def next_permutation(t: tuple) -> tuple: """ Prints the permutation of the input element t immediately following t in lexicographic order :param t: :return: """ assert isinstance(t, tuple) for elem in t: assert isinstance(elem, int) assert len(t) == len(set(t)) RIGHT = -1 ...
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def add_dicts_by_key(in_dict1, in_dict2): """ Combines two dictionaries and adds the values for those keys that are shared """ both = {} for key1 in in_dict1: for key2 in in_dict2: if key1 == key2: both[key1] = in_dict1[key1] + in_dict2[key2] return both
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from pathlib import Path def get_output_stem(attributes): """Get output file stem, specific to HYPE.""" short_to_stem = dict(tas="Tobs", tasmin="TMINobs", tasmax="TMAXobs", pr="Pobs") shortname = attributes["short_name"] if sh...
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import os def _get_suffix(path): """ Return suffix from `path`. ``/home/xex/somefile.txt`` --> ``txt``. Args: path (str): Full file path. Returns: str: Suffix. Raises: UserWarning: When ``/`` is detected in suffix. """ suffix = os.path.basename(path).split("...
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from typing import Collection from typing import Optional def max_offset(offsets: "Collection[Optional[str]]") -> "Optional[str]": """ Return the most "recent" offset from a collection of offsets. :param offsets: A collection of offsets to examine. :return: The largest offset, or ``None`` if unknown....
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def calculate_distance(P1, P2): """Calculates the distance of given points (1D to infinity-D).""" if len(P1) != len(P2): raise ValueError('Different dimension of given points.') square_sum = 0 for i in range(len(P1)): square_sum += (P1[i] - P2[i])**2 return square_sum**(1 / 2)
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def chunk_it(seq, num): """Split a sequence in a 'num' sequence of ~same size """ avg = len(seq) / float(num) out = [] last = 0.0 while last < len(seq): out.append(seq[int(last):int(last + avg)]) last += avg return sorted(out, reverse=True)
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def ball_to_int(ball): """CHANGE BALL TO INT FROM FLOAT""" if ball is None: return None return (int(ball[0][0]), int(ball[0][1])), int(ball[1])
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def not_below_absolute_zero(temperature): """Temperature not below absolute zero""" return temperature._kelvin >= 0
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def _ensure_unix_line_endings(path): """Replace windows line endings with Unix. Return path to modified file.""" out_path = path + "_unix" with open(path) as inputfile: with open(out_path, "w") as outputfile: for line in inputfile: outputfile.write(line.replace("\r\n", "...
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import math def calculate_grid_dimensions(area): """ :param area: :return: """ return round(math.sqrt(area), 0)
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def ext_gcd(a, b): """ calculate the greatest common denominator or return integers if b is 0 or a is an integer multiple of b. """ if b == 0: return 1, 0 elif a % b == 0: return 0, 1 else: x, y = ext_gcd(b, a % b) return y, x - y * (a // b)
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import locale def kilostr_to_int(money,times=1): """ Return the int value of the kilo float string. @param money|string: the string to be converted @param times|int: how many times to be multiplied by """ locale.setlocale(locale.LC_NUMERIC, 'English_US') to = locale.atof(...
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def cut_off_ringing(k, P, ir_cutoff=5e-5, uv_cutoff=1e2): """ Cut off ringing tail at high and low k Parameters ---------- k: 1d numpy array Note does not need to be ln-space P: 1d numpy array Function evaluated at corresponding k """ if ir_cutoff < k.min(): ir_cutoff = k.min() if uv_cutoff > k.max(): uv_...
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import tempfile import subprocess def convert_and_trim(audio_filepath, freq, dur): """ Uses ffmpeg to convert an audio file to a temporary wav file for use in finding offset. Args :audio: path to the audiofile to convert (string) :freq: Samples / second in the output wav (int) ...
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def convert_to_unknown_type(value): """ Convert value to it's real type by probing conversions. """ if value is not None: # Attempt to convert to logical if value.upper() in ["TRUE", "FALSE"]: return value.upper() == "TRUE" # Attempt to convert to integer tr...
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import numpy def _patches_to_image(patches, image_shape): """Reshapes a numpy array of patches to a single image. Args: patches: Numpy array of shape (num_patches, patch_width, patch_width, 1). image_shape: Tuple of integers, the height and width of assembled image. Returns: The whole assembled ...
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def grab_value_from_file(filename): """ Return the value from the first line of a file. """ return open(filename, 'r').readline().strip().split()[0]
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import ipaddress def is_ipv4_address(ip_address): """ Checks if given ip is ipv4 :param ip_address: str ipv4 :return: bool """ try: ipaddress.IPv4Address(ip_address) return True except ipaddress.AddressValueError as err: return False
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def is_dunder(name: str) -> bool: """Check if ``name`` is wrapped in double underscores. >>> is_dunder("__some_dunder__") True >>> is_dunder("_some_not_dunder") False :param name: :return: """ return len(name) > 5 and (name[:2] == name[-2:] == "__")
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def _is_kanji(char): """ Check if given character is a Kanji. """ return ord("\u4e00") < ord(char) < ord("\u9fff")
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def multiline_input(prompt): """Prompt for multiline input""" lines=[] print(prompt+" (input will end after entering a blank line) : >") while True: line=input() if not line.strip(): break else: lines.append(line) return "\n".join(lines)
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def fatorial(numero=1, show=False): """ -> Calcula o Fatorial de um número. :param numero: O número a ser calculado. :param show: (opcional) Mostrar ou não a conta. :return: O valor do Fatorial de um número n. """ fat = 1 ext = '' for i in range(numero, 0, -1): ...
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def test_add_to_registry( CallableRegistry, # noqa: N803 PropertyRegistry, CachedPropertyRegistry, CallableParamRegistry, PropertyParamRegistry, CachedPropertyParamRegistry, ): """A member can be added to registries and accessed as per registry settings.""" @CallableRegistry.registry()...
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def loss(y, ybar, sparm): """Loss is 1 if the labels are different, 0 if they are the same.""" return 100.0*int(y != ybar)
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def flat_correct(ccd, flat, min_value=None, norm_value=None): """Correct the image for flat fielding. The flat field image is normalized by its mean or a user-supplied value before flat correcting. Parameters ---------- ccd : `~astropy.nddata.CCDData` Data to be transformed. flat ...
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def topmon_ready(job): """Check if the keywords in the topmon have been replaced correctly.""" job.doc.topmon_ready = False file_name = job.ws + "/topmon.inp" if not job.isfile("topmon.inp"): return False if job.sp.cutoff_style == "shift": a = False with open(file_name) as my...
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def _pretty_str(value): """ Return a value of width bits as a pretty string. """ if value is None: return 'Undefined' return str(value)
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import os def find_juju_ssh_keys(): """Find the Juju ssh keys.""" paths = [] paths.append(os.path.expanduser("~/.local/share/juju/ssh")) for path in paths: if os.path.exists(path): private = os.path.expanduser("{}/juju_id_rsa".format(path)) public = os.path.expanduser...
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def format_response_data(sparkl_response): """ Builds easy-access object from response data sent back by SPARKL. """ # Get name of response/reply and list of output fields try: response_name = sparkl_response['attr']['name'] fields_data_list = sparkl_response['content'] # Retur...
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def to_cast(f): """ Decorator to easily use a function as casting argument. Example: from decouple import config from decouple_plus.casting import to_cast @to_cast def to_tuple(value, delimiter=','): # do stuff ... # TEAMS_TREE == pepe,carl,jos...
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def coding_problem_12(budget, choices): """ There exists a staircase with N steps, and you can climb up either 1 or 2 steps at a time. Given N, write a function that returns the number of unique ways you can climb the staircase. The order of the steps matters. For example, if N is 4, then there are 5 un...
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def get_cannabis_data_ok(): """Get cannabis data from Oklahoma.""" return {}
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def solve(n, ar): """ Return the absolute sum of the nxn matrix defined by ar. """ # Initialize the sum of the diagonals 1 and 2. d1sum = 0 d2sum = 0 # Iterate through the list of n-sized lists, one row at a time and use # enumerate() to generate the current index value which we'll use ...
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def vacation_wp (db, wpid) : """ Allow creation of vacation wp for other user """ wp = db.time_wp.getnode (wpid) tp = db.time_project.getnode (wp.project) if tp.is_public_holiday : return True return False
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import time def ofoc_year_zero(): """Get Jan 1 2001 in seconds""" str_zone = time.strftime("%z") int_zone = ((int(str_zone[:3]) * 3600) + (int(str_zone[3:]) * 60)) return int(time.mktime(time.strptime("1 Jan 01", "%d %b %y")) + int_zone)
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from typing import Sequence from functools import reduce from operator import mul def prod(digits: Sequence[str]) -> int: """ Returns the product of a string of digits. """ return reduce(mul, map(int, digits))
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def truncate_term_rankings( orig_rankings, top ): """ Truncate a list of multiple term rankings to the specified length. """ if top < 1: return orig_rankings trunc_rankings = [] for ranking in orig_rankings: trunc_rankings.append( ranking[0:min(len(ranking),top)] ) return trunc_rankings
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def EjemploRetorno2(n1, n2): """Función con parametros y retorno""" s = n1 + n2 return s
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import math def calculate_sin(x): """ Return the sine of x (measured in radians). """ return math.sin(x)
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import struct import socket def inet_ntoa(i): """Like `socket.inet_nota()` but accepts an int.""" packed = struct.pack('!I', i) return socket.inet_ntoa(packed)
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def format_sec_to_dhm(sec): """Format seconds to days, hours, minutes. Args: sec: float or int Number of seconds in a period of time. Returns: str Period of time represented as a string on the form ``0d\:00h\:00m``. """ rem_int, s_int = divmod(int(sec), 60) rem_int, m_int,...
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def _common_dir(dirs): """ dirs: List[String] """ if not dirs: return "" if len(dirs) == 1: return dirs[0] split_dirs = [dir.split("/") for dir in dirs] shortest = min(split_dirs) longest = max(split_dirs) for i, piece in enumerate(shortest): # if the next...
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import subprocess def _play_game(binary, map_width, map_height, bot_commands): """ Plays one game considering the specified bots and the game and map constraints. :param binary: The halite binary :param map_width: The map width :param map_height: The map height :param bot_commands: The command...
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from typing import Sequence import os def filelist(root) -> Sequence[str]: """Return a fully-qualified list of filenames under root directory; sort names alphabetically.""" allfiles = [] for path, subdirs, files in os.walk(root): for name in files: allfiles.append(os.path.join(path, na...
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def get_qiime2_reserved_words(): """Returns a list of the current reserved words in qiime2 Returns ------- set: str The reserved words """ qiime2_reserved_column_names = ['feature id', 'feature-id', 'featureid', 'id', 'sample id', 'sample-id', 'sample...
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