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def _flavor_string(capacity_key, primary_disk): """Removed the _X_YEAR_TERM from capacity_key and adds the primary disk size, creating the flavor keyName This will work fine unless 10 year terms are invented... or flavor format changes... """ flavor = "%sX%s" % (capacity_key[:-12], primary_disk) re...
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import os def _exclude_paths_from_environ(env_prefix=''): """Environment value via `/login;/register`""" paths = os.environ.get(env_prefix + 'WSGI_AUTH_EXCLUDE_PATHS') if not paths: return [] return paths.split(';')
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def __evaluate_tree(predictor, input): """Function for evaluating a given decision tree on a given input.""" return predictor.evaluate(input)
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import argparse def get_parser(): """Adds arguments to the command""" parser = argparse.ArgumentParser() parser.add_argument('--dataset', type=str, default='lodopab') parser.add_argument('--method', type=str) parser.add_argument('--start', type=int, default=0) parser.add_argument('--count', ty...
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from numpy import array, arange, floor, ceil def interpolationball(matrix, index, step, r, **kwargs): """Interpolation the value by the radius(ball). The Inverse distance weighting is used to weight each value.""" position = index * step w = [] v = [] for i in arange(ceil(index[0] - (r / ste...
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import pickle def load_pickle(path): """ load pickle files into memory """ f = open(path, 'rb') v = pickle.load(f) f.close() return v
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def format_df_candles(df, time_match_df, candles): """Format dataframe to aggregate more information. Parameters ---------- df: pandas.Dataframe time_match_df: pandas.core.series.Series candles: pandas.core.series.Series candle_type: int Returns ------- df: pandas.Dataframe ...
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import struct def readLong(f): """Read unsigned 4 byte value from a file f.""" (retVal,) = struct.unpack("L", f.read(4)) return retVal
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def cabs2(x): """Fast abs^2 for complex numbers which returns a contiguous array.""" return x.real**2 + x.imag**2
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def censor(y): """Use clip to turn zeros into tiny positive values""" return y.clip(1e-6, y.max())
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import json def read_data_gemini(): """Help function to read sample payload.""" with open('data/scan-test-data.json') as f: data = json.load(f) return data
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def tank_geometry(geometry, om_key): """ Returns the IceTop tank geometry object corresponding to a given DOM. """ if om_key.om == 61 or om_key.om == 62: return geometry.stationgeo[om_key.string][0] elif om_key.om == 63 or om_key.om == 64: return geometry.stationgeo[om_key.string][1]...
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def java_string_hashcode(s): """source: http://garage.pimentech.net/libcommonPython_src_python_libcommon_javastringhashcode/""" h = 0 for c in s: h = (31 * h + ord(c)) & 0xFFFFFFFF return ((h + 0x80000000) & 0xFFFFFFFF) - 0x80000000
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def get_levenshtein_distance(word1, word2): """ https://en.wikipedia.org/wiki/Levenshtein_distance :param word1: :param word2: :return: """ word2 = word2.lower() word1 = word1.lower() matrix = [[0 for x in range(len(word2) + 1)] for x in range(len(word1) + 1)] for x in range(len...
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import json def config(filename: str = "config"): """ Fetch config file """ try: with open(f"{filename}.json", encoding='utf8') as data: return json.load(data) except FileNotFoundError: raise FileNotFoundError("JSON file wasn't found")
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def ogrtype_from_dtype(d_type): """ Return the ogr data type from the numpy dtype """ # ogr field type if 'float' in d_type.name: ogr_data_type = 2 elif 'int' in d_type.name: ogr_data_type = 0 elif 'string' in d_type.name: ogr_data_type = 4 elif 'bool' in d_type.n...
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import readline def again(adv): """Repeat last command. The actual repeating is in execute(), it digs here in readline's history. Args: adv: namedtuple holding the game data Modifies: adv: player's actual command ('again') is substituted with the command before or with an ...
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def recursive(n): """Using Brian Kernighan’s Algorithm. (Recursive Approach)""" """ Count the occurrence of count bits in a binary representation of a number. :param n: The binary representation of a number. :return: returns the count of 1s in a n. """ if not n: return 0 return...
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from datetime import datetime def user_age(bday): """Given a user's birthday, prints their age to stdout bday: a datetime returns: void. prints to stdout """ today = datetime.today() age = abs(today - bday) yearsold = age.days // 365 return yearsold
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def check_min_version(version, min_version): """ :param version: This is the version of robotframework. :param min_version: This is the minimum version to match. :return bool: True if version >= min_versiond and False otherwise. """ if version == "N/A": ...
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def get_label_code(label_name: str) -> int: """ Returns a code for a GitHub issue label to be added to the output JSON. This makes the JSON smaller and therefore faster to download and parse. NOTE: This must be kept in sync with `getLabelName()` in `index.html`. """ if label_name == "meta": ...
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def mniposition_to(mnipoint, affine): """ project the position in MNI coordinate system to the position of a point in matrix coordinate system Parameters ---------- point : list or array The position in MNI coordinate system. affine : array or list The position information of t...
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from typing import List from typing import Tuple def partition_leading_lines( lines: List[str], ) -> Tuple[List[str], List[str]]: """ Returns a tuple of the initial blank lines, and the comment lines. """ for j in range(len(lines)): if lines[j].startswith("#"): break else: ...
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def convert_16_to_8(value): """Scale a 16 bit level into 8 bits.""" return value >> 8
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from datetime import datetime def is_time_in_given_format(time_string, time_format): """Tests whether a time string is formatted according to the given time format.""" try: datetime.strptime(time_string, time_format) return True except ValueError: return False
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def from_str(s): """ generate genotype from string """ genotype = eval(s) return genotype
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def _mangle_token(token): """Slaughter a token for public exposure""" _tl = len(token)//2 return "{}{}".format('*' * (_tl), token[_tl+1:])
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def normalize_time(time): """Normalize time by carrying over excess seconds and minutes recursively. time: Time object. """ if time.second < 60 and time.minute < 60: return time # carry over excess seconds if time.second >= 60: time.second -= 60 time.minute += 1 ...
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import sys def in_interactive(): """Based on: https://stackoverflow.com/a/2356427/1565454""" return hasattr(sys, "ps1")
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def _sdss_info_to_urlpath_(baseurl, basename, bands=None): """ band name inside the sdss url. *bands is not used.* simply does: "return baseurl+'/'+basename+'.fits.bz2'" """ return baseurl+"/"+basename+".fits.bz2"
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def numonlynoblank(tovalidate): """Returns T or F depending on whether the input is a single character in 0-9, or .""" return tovalidate.isdecimal() | (tovalidate == '.')
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def validate_blockchain(block): """Validate the submitted chain. If hashes are not correct, return false block(str): json """ return True
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import six def to_unicode(session): """Convert incoming value to unicode string :param session: Kim pipeline session instance """ return six.text_type(session.data)
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def prompt(text): """ Add >>> and ... prefixes back into code prompt("x + 1") # doctest: +SKIP '>>> x + 1' prompt("for i in seq:\n print(i)") '>>> for i in seq:\n... print(i)' """ return '>>> ' + text.rstrip().replace('\n', '\n... ')
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def increment(string): """ for "A", return "B" for "AC", return "AD" After AZ comes `A[`. That's OK for my purposes. """ rest = string[:-1] last = chr(ord(string[-1]) + 1) #print rest+last return rest + last
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def set_carry(self) -> int: """ Set the carry bit. Parameters ---------- self: Processor, mandatory The instance of the processor containing the registers, accumulator etc Returns ------- self.CARRY The carry bit Raises ------ N/A Notes ----- N...
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def read_quota_file(file_quota): """Read the quota information from a file generated with the command 'mmrepquota -j <fileset>.""" fin = open(file_quota,'r') text = fin.readlines() fin.close() # Remove some control characters from the input. text = [line.strip() for line in text] retur...
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def cellsDirs(pos, size): """ Returns all possible directions in a position within a 2D array of given size. """ x, y = pos width, height = size dirs = [] if x > 0: dirs.append([-1,0]) if x < width-1: dirs.append([1,0]) if y > 0: dirs.append([0,-1]) if y < height-1: dirs.append(...
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def extend_vocab_OOV(source_words, word2idx, vocab_size, max_unk_words=15): """ Map source words to their ids, including OOV words. Also return a list of OOVs in the article. WARNING: if the number of oovs in the source text is more than max_unk_words, ignore and replace them as <unk> Args: sour...
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def get_idx_scores_mapping(scores): """Get mat index to scores mapping.""" return {i: score for i, score in enumerate(scores)}
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def parse_metadata_json(data): """ Function to parse the json response from the metadata or the arxiv_metadata collections in Solr. It returns the results as a list with the sentence, file name and title.""" # docs contains authors, title, id generated by Solr, url docs = data['response']['docs'] ...
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def _parse_color_string(colors, n=None, r=False, start=0, stop=1): """ Parses strings that are formatted like the following: 'RdBu_r_start=0.8_stop=0.9_n=10' 'viridis_start0.2_r_stop.5_n20' 'Greens_start0_n15' """ if isinstance(colors, str): color_settings = colors.split('_') ...
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def select_dataset_file_for_each_worker(files, f_start_id, worker_num, worker_index): """ Spliting the train file according to the worker index. """ num_files = len(files) if worker_num > num_files: remainder = worker_num % num_files data_fil...
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def calc_years(seconds: int) -> int: """ Calculate years :param seconds: :return: """ return seconds // (60 * 60 * 24 * 365)
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import os import pickle def depickler(trainx: str, trainy: str, valx: str, valy: str, datadir: str) -> tuple[str, str, str, str]: """ Loads a set of pickle files for training neural networks Args: trainx (str): Training data file path trainy (str): Training labels file path valx (...
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def flip_box(box): """ box (list, length 4): [x1, y1, w, h] """ # Get top right corner of prediction x1 = box[0] y1 = box[1] w = box[2] h = box[3] topRight = (x1 + w, y1) # Top left corner of flipped box is: newTopLeft = (1024. - topRight[0], topRight[1]) return [newTopLe...
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import re def multisplit(delimiters, string, maxsplit=0): """from SO. takes a list of delimiters and a string, and returns a list of split string """ assert isinstance(delimiters, list) regexPattern = '|'.join(map(re.escape, delimiters)) return re.split(regexPattern, string, maxsplit)
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def preprocess_remove_unknow_paragraph(data: str, **kwargs): """ 移除如下无用文本: 简体 | 繁体 | 无障碍阅读 | RSS订阅 国家税务总局 | 江西省人民政府 微博 微信 本站热词:税务缴税营改增税收增值税 首页 信息公开 新闻动态 政策文件 纳税服务 互动交流 首页 &gt;信息公开&gt; :param data: :param kwargs: :return: """ special_glt_res = data.find('信息公开&gt;') if data.startswi...
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def bfd_is_auth_used(pkt): """ is packet authenticated? """ return "A" in pkt.sprintf("%BFD.flags%")
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def split(str, sep=None, maxsplit=-1): """Return a list of the words in the string, using sep as the delimiter string.""" return str.split(sep, maxsplit)
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def inner_product(L1,L2): """ Inner product between two vectors, where vectors are represented as alphabetically sorted (word,freq) pairs. Example: inner_product([["and",3],["of",2],["the",5]], [["and",4],["in",1],["of",1],["this",2]]) = 14.0 """ sum = 0.0 i = 0 ...
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import os def is_dos_short_file_name(file): """ examine if the given file is in the 8.3 form. """ fname, ext = os.path.splitext(file) proper_ext = len(ext) == 0 or (2 <= len(ext) <= 4) # the ext contains the dot proper_fname = file.isupper() and len(fname) <= 8 return proper_ext and proper_fn...
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def getversion(idf): """return the version number""" versions = idf.idfobjects["VERSION"] return versions[0].Version_Identifier
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from datetime import datetime import os def create_new_logfile(p): """ Creates a new log file :param p: full path to directory in which the new log file is created :return: full path to created log file """ # define filename time_str_fn = datetime.now().strftime('%Y-%m-%d-%H-%M-%S') #...
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import asyncio def async_test(loop=None, timeout=None): """ Decorator enabling co-routines to be run in python unittests. :param loop: Event loop in which to run the co-routine. By default its ``asyncio.get_event_loop()``. :param timeout: Test timeout in seconds. """ loop = loop or asyncio.ge...
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def scrub_object(obj): """Remove protected fields from object (dict or list).""" if isinstance(obj, list): return [scrub_object(item) for item in obj] elif isinstance(obj, dict): clean_dict = {key: scrub_object(value) for key, value in obj.items() ...
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def lopen_loc(x): """Extracts the line and column number for a node that may have an opening parenthesis, brace, or bracket. """ lineno = x._lopen_lineno if hasattr(x, "_lopen_lineno") else x.lineno col = x._lopen_col if hasattr(x, "_lopen_col") else x.col_offset return lineno, col
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def string_from_time(datetime_string): """ :param datetime_string: datetime string :return: formatted time string """ return datetime_string.strftime("%Y-%m-%d_%H-%M-%S")
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import uuid def generate_ids(): """ Generates UUIDs for each of the profile's payloads. :returns: Dictionary of payload identifiers """ payloads = ['info', 'ad_tracking', 'airdrop', 'store', 'siri', 'desktop', 'desktop_services', 'dock', 'energy', 'filevault', 'finder', 'firewall'...
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import torch def wrapper_model( model): """ a model wrapper to deal with some overhead work """ model = model.cuda() def my_wrapper_model(x): x = torch.Tensor(x).long().cuda() result = model(x).cpu().detach().numpy() return result return lambda x:my_wrapper_model(x)
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import sys def g_fxn(depth=1): """Get the calling function name. Args: depth: caller function depth in the call stack (int) Returns: caller function (str) """ return sys._getframe(depth).f_code.co_name
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import os def has_freesurfer(): """Check for Freesurfer.""" return 'FREESURFER_HOME' in os.environ
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import torch def to_tensor(pic): """Convert a ``numpy.ndarray`` to tensor. See ``ToTensor`` for more details. Args: pic (numpy.ndarray): Image to be converted to tensor. Returns: Tensor: Converted image. """ img = torch.from_numpy(pic.transpose((2, 0, 1))) return img.f...
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def execute_with_client(quiet=False, bootstrap_server=False, create_client=True): """Decorator that gets a client and performs an operation on it.""" def wrapper(f): def wrapper2(self, *args, **kwargs): client = self.current_client( ...
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def factorial(number): """ Factorial Using Recursion Example : 5! Factorial is denoted by ! Factorial(5) : 5 X 4 X 3 X 2 X 1 = 120 """ if number == 0: return 1 else: print(f"{number}*", end=" ") return number * factorial(number-1)
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def same_from_to(df): """ Cette fonction supprime les matchs supperposes. Ceux-ci genere des vitesses a zero km/h dans la suite du script. """ for i in df.index: # Recuperer les lat/long cur_long_from = df.loc[i,'long_from'] cur_lat_from = df.loc[i, 'lat_from'] ...
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def spark_cls_reduce(self): """Reduce function for Spark classes. Spark objects connected to distributed data cannot be stored in Pickle files. This custom reduce function enables Pickling of a string representation of the Spark object. """ return str, (str(self),)
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def set_tags(request, tags, value): """Устанавливает get параметры в зависимости от выбранных тегов""" request_object = request.GET.copy() if request.GET.get(value): request_object.pop(value) elif value in tags: for tag in tags: if tag != value: request_ob...
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from typing import Optional def percent(flt: Optional[float]) -> str: """ Convert a float into a percentage string. """ if flt is None: return '[in flux]' return '{0:.0f}%'.format(flt * 100)
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def stripe_to_eta(stripe): """Convert from SDSS great circle coordinates to equatorial coordinates. Parameters ---------- stripe : :class:`int` or :class:`numpy.ndarray` SDSS Stripe number. Returns ------- :class:`float` or :class:`numpy.ndarray` The eta value in the SDSS (...
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def is_anagram(word: str, sorted_word, candidate): """ Compare between two strings and return True in case <candidate> is anagram of <word>. Otherwise return False. :param word: :param sorted_word: :param candidate: :return: """ # filter identical words: if word.lower() != ...
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def getBottomRight(listPts): """Returns the index of the bottom right most point, used in the start of some of the algorithms """ points = sorted(listPts, key=lambda x: (x.point[1], -x.point[0])) return listPts.index(points[0])
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def nd_cross_variogram(x1, y2, x2, y1): """ Inner most calculation step of cross-variogram This function is used in the inner most loop of `neighbour_diff_squared`. Parameters ---------- x, y : np.array Returns ------- np.array """ res = (x1 - x2)*(y1 - y2) return r...
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def c_any(iterable): """ Implements python 2.5's any() """ for element in iterable: if element: return True return False
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def get_pca_options(defaults=None): """Adding arguments for the pca subcommand """ if defaults is None: defaults = {} options = { # Input fields to include in the PCA. '--pca-fields': { "action": 'store', "dest": 'pca_fields', "default": def...
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def is_set(b: int, val: int, v6: bool) -> bool: """Return whether b-th bit is set in integer 'val'. Special case: when b < 0, it acts as if it were 0. """ if b < 0: b = 0 if v6: return val & (1 << (127 - b)) != 0 else: return val & (1 << (31 - b)) != 0
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def create_legend_panel(workflow_stat): """ Generates the bottom level legend panel content. @param workflow_stat the WorkflowInfo object reference """ panel_str ="<script type=\"text/javascript+protovis\">\n\ var hc_footerpanel = new pv.Panel()\n\ .width(hc_footerPanelWidth)\n\ .height(hc_footerPanelHeight)\n\ ....
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import json def to_string(obj): """Process Sigma-style dict into string JSON representation""" return json.dumps(obj)
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import numpy as np def imscale(im, to_mean, print_ratio=False): """ input image [0,1], the aiming mean\n if print_ratio then do so\n return the scaled image """ assert(np.max(im)<=1) ratio = to_mean/np.mean(im) im = im*ratio im = np.maximum(im,0.) im = np.minimum(im,1.) if ...
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def get_normalized(row: int, col: int, plain_text_no_empty_chars: str) -> list: """ The plaintext should be organized in to a rectangle. Normalized text is x characters long, dictating a rectangle with c * r :param row: :param col: :param plain_text_no_empty_chars: :return: """ norm...
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import sys import os def resolveFilePath(filePath): """ Converts a file path into a module path compatible with import statements. :type filePath: str :rtype: str """ # Normalize file paths # pythonPaths = [os.path.normpath(x) for x in sys.path] filePath = os.path.normpath(os.pat...
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def get_chromosome_names_in_GTF(options): """ Function to get the list of chromosome names present in the provided GTF file. """ chr_list = [] with open(options.annotation, "r") as GTF_file: for line in GTF_file: if not line.startswith("#"): chr = line.split("\t")[0] ...
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from typing import List def tablinks(tabs: List[str]) -> str: """Adds list of tabs/sections for the reports that are able to be clicked. For every 6 tabs we push them onto a new line. Parameters ---------- tabs : List[str] List of tabs/sections for the reports. Returns ------- st...
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from typing import Any def process_arguments(**arguments: Any) -> dict[str, Any]: """Composition of behaviors intended prior to dispatching to library.""" return arguments
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def mash_infusion( target_temp, initial_temp, grain_weight, water_volume, infusion_temp=212 ): """ Get Volume of water to infuse into mash to reach scheduled temperature All temperatures in F. http://howtobrew.com/book/section-3/the-methods-of-mashing/calculations-for-boiling-water-additions ...
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from pathlib import Path import sys import os import re def getCondaVTK(): """get the VTK installed by conda""" vtk_libs = [ "vtkCommonComputationalGeometry", "vtkIOCore", "vtkIOLegacy", "vtkCommonExecutionModel", "vtkCommonDataModel", "vtkCommonTransforms", ...
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def parse_args(argv): """Parse Alfred Arguments Args: argv: A list of arguments, in which there are only two items, i.e., [mode, {query}]. The 1st item determines the search mode, there are two options: 1) search by `topic` 2) search ...
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def bool_like(value, name, optional=False, strict=False): """ Convert to bool or raise if not bool_like. Parameters ---------- value : object Value to verify name : str Variable name for exceptions optional : bool Flag indicating whether None is allowed stric...
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def import_custom_event(my_module): """Import CustomEvent from my_module.""" return my_module.CustomEvent
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from typing import MutableMapping from typing import Optional from typing import List def extract_dependencies(content: MutableMapping) -> Optional[List[str]]: """ Extract the dependencies from the Cargo.toml file. :param content: The Cargo.toml parsed dictionnary :returns: Packages listed in the dep...
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def identity(obj): """Returns obj.""" return obj
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from typing import Mapping def subdict(d: Mapping, keys=None): """Gets a sub-dict from a Mapping ``d``, extracting only those keys that are both in ``keys`` and ``d``. Note that the dict will be ordered as ``keys`` are, so can be used for reordering a Mapping. >>> subdict({'a': 1, 'b': 2, 'c': 3,...
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import json def read_file(file): """ Reads file and return information in needed format. """ file = open(file, "r", encoding="utf-8") data = json.load(file) if type(data) == dict: data = [data] return data
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import re def validate_name(name, minlength=1, maxlength=30, fieldname='name'): """Validates a name with length and regular expression criteria. Parameters ---------- name : str or QString Name to be validated. minlength : int The minimum length of the name. maxlength : in...
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import yaml def dump(obj, ofile): """dump yaml to an output file""" with open(ofile, "w", encoding="utf-8") as f: return yaml.safe_dump(obj, f, allow_unicode=True, indent=4)
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def hardlim(n): """ Hard Limit """ if n < 0: return 0 else: return 1
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def comp_height(self): """Compute the height of the magnet Parameters ---------- self : MagnetType13 A MagnetType13 object Returns ------- Hmag: float The magnet's height [m] """ return self.Hmag
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def strip_mate_id(read_name): """ Strip canonical mate IDs for paired end reads, e.g. #1, #2 or: /1, /2 """ if read_name.endswith("/1") or read_name.endswith("/2") or \ read_name.endswith("#1") or read_name.endswith("#2"): read_name = read_name[0:-3] return read_nam...
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def build_content_type(format, encoding='utf-8'): """ Appends character encoding to the provided format if not already present. """ if 'charset' in format: return format return "%s; charset=%s" % (format, encoding)
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def Inside_triangle(p, a, b, c): """ inside_triangle(p, a, b, c) p: point (x,y) a, b, c: vertices of the triangle (x,y) >>> inside_triangle(p, a, b, c) """ detT = (a[0]-c[0])*(b[1]-c[1]) - (a[1]-c[1])*(b[0]-c[0]) lambda1 = ((b[1]-c[1])*(p[0]-c[0]) - (b[0]-c[0])*(p[1]-c[1])) / detT lambd...
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