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def non_async_test_task(): """ This is a mock task used to test that creating a task without using create_async_task does not result in a Task object being created or updated. """ return 42
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def format_number(num: float) -> str: """ Format strings at limited precision :param num: anything that can print as a float. :return: str I've read articles that recommend no more than four digits before and two digits after the decimal point to ensure good svg rendering. I'm being generous a...
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def compare_filenames(file_list1, file_list2): """ Compare elements in 2 lists. :param file_list1: :param file_list2: :return: """ return set(file_list1).difference(file_list2)
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def get_attribute_values(elements,name): """ returns a list of attributes 'name' from a list of elements """ attribute_values = [] for element in elements: attributes = element.attributes for n in range(attributes.length): attribute = attributes.item(n) if attribute.n...
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def _get_request(context): """ Fetch the request from the context. This enforces the use of the template :class:`~django.template.RequestContext`, and provides meaningful errors if this is omitted. """ assert 'request' in context, "The fluent_pages_tags library requires a 'request' object in the...
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def vals_are_multiples(num, vals, digits=4): """decide whether every value in 'vals' is a multiple of 'num' (vals can be a single float or a list of them) Note, 'digits' can be used to specify the number of digits of accuracy in the test to see if a ratio is integral. For example: ...
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import os def within_docker() -> bool: """Detect I'm in a Docker or not.""" return os.path.exists("/.dockerenv") or os.getenv("CI") == "1"
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def skyblock_auctions_ended(): """ Returns SkyBlock auctions which ended in the last 60 seconds (More precisely, whatever time is defined in the "Cache-Control" header of the response). Parameters: (None) Example Response: ```json { "success": true, "lastUpdated": 1607456...
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import re def match(frag, s, exact): """Match a search string frag with string s. This is how we match document titles/names. """ if not exact: return re.search(frag, s, re.IGNORECASE) return re.match(f"^{frag}$", s)
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def createDic(data): """ 列表生成集合 """ data_set = [] for k in data: for v in k: if [v] not in data_set: data_set.append([v]) data_set.sort() return map(frozenset, data_set)
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def parse_callback(callback, reduce=True): """ Parses callbacks for CellRenderers: it splits the callback from its arguments if present. Additionally this method will not create singleton argument lists, but pass them as a single argument. Returns the callback and its argu...
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def _ComputeIpv4NumHosts(network_size): """Derives the number of hosts in an IPv4 network from the size. """ return 2 ** (32 - network_size)
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import os def is_in_dir(filepath, directory): """Returns true if `filepath` is in `directory`.""" path = os.path.abspath(filepath) # Make 'directory' end with '/' (os.sep) to detect that '/a/foo.py' is not in '/a/f' etc. directory = os.path.join(os.path.abspath(directory), "") return os.path.commo...
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def linear(u, v, d): """ Linear interpolation. Args: u (float) v (float) d (float): the relative distance between the two to return. Returns: float. The interpolated value. """ return u + d*(v-u)
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def _merge_tokens(token_1: str, token_2: str) -> str: """Fast, whitespace safe merging of tokens.""" if len(token_2) == 0: text = token_1 elif len(token_1) == 0: text = token_2 else: text = token_1 + " " + token_2 return text
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import pickle def read_pickle(filename): """ Function that reads pickled data and returns it in memory INPUTS: filename (str): name of pickle file to be read OUTPUTS: unserialized_data (?): data read from pickle file, can be nearly any form """ with open(filename, 'rb') as handle: unserialized_data ...
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def str_to_bytes(string): """Encode a string in bytes.""" return string.encode("utf-8")
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def in_polygon(x, y, vertices): """ Determine if a point (x,y) is inside a polygon with given vertices Ref: https://www.eecs.umich.edu/courses/eecs380/HANDOUTS/PROJ2/InsidePoly.html """ n_pts = len(vertices) i = 0 j = n_pts - 1 c = False while i < n_pts: if ( # ...
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import base64 def bytes_to_b64str(data_bytes) -> str: """Convert binary to base64-encoded string.""" encoded_bytes = base64.b64encode(data_bytes) return encoded_bytes.decode("ascii")
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def get_raw_star_directory(path4starfiles, scene, shutters, noise, redo=True): """ This function returns a list of the directories (positions 1 and 2) to be studied. # Paths to Scenes 1 and 2 local directories: /Users/pena/Documents/AptanaStudio3/NIRSpec/TargetAcquisition/PFforMaria path_scene1_slow = "...
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def calc_pident_ignore_gaps(a, b): """ calculate percent identity """ m = 0 # matches mm = 0 # mismatches for A, B in zip(list(a), list(b)): if A == '-' or A == '.' or B == '-' or B == '.': continue if A == B: m += 1 else: mm += 1 t...
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def lr3(step: int, base_lr: float) -> float: """Stronger aggression lr scheduler.""" lr = base_lr _lr = lr * 0.9 ** (step // 25) return max(_lr, lr * 1e-3)
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def split_data(data): """ Front function to split the data into train/test/validation/others Args: data (pd.DataFrame): a pandas dataframe with the data filtered to split whatever Returns: splits (list): a list of pandas dataframe with elements such as: ...
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def prepare(data): """Restructure/prepare data about merges for output.""" sha = data.get("sha") commit = data.get("commit") message = commit.get("message") tree = commit.get("tree") tree_sha = tree.get("sha") return {"message": message, "sha": sha, "tree": {"sha": tree_sha}}
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import subprocess def m3c2(commande,params_folder,params_file): """ Commande CC pour executer le plugin M3C2 filenames: Names of the LiDAR point clouds used """ commande+=" -M3C2 "+params_folder+params_file + " -save_clouds " subprocess.call(commande) return True
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def deserialize(node): """ Returns an ast instance from an expanded dict. """ if isinstance(node, tuple): klass, kws = node return klass(**deserialize(kws)) elif isinstance(node, dict): d = {} for k, v in node.items(): d[k] = deserialize(v) return d el...
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import os def xform_file(root, buildsub, filename): """ Try to find the absolute path of filename by replacing buildsub with root, or ../.. with root. If the resulting filename is an actual file, return the new filename. Otherwise, return the original """ newFilename = filename.replace(buildsu...
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import collections def make_counter(pages, func, key): """Constructor de contador genérico.""" subgroups = collections.defaultdict(list) for p in pages: key_value = key(p) if key_value: subgroups[key_value].append(p) return collections.Counter({k: func(v) for k, v in subgro...
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import random def _computer_LX(img_w: int, video_w: int) -> int: """ 通过图片宽度和视频宽度计算水印的起始x轴位置 :param img_w: 图片宽度 :param video_w: 视频宽度 :return: 水印起始x轴位置 """ LX_low = 30 if img_w + 30 <= video_w else 0 LX_high = 100 if img_w + 100 <= video_w else \ ((video_w - img_w) // 4) if L...
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def lin_func_2(pars, xvals): """Return quadratic function of the form pars[0]*x + pars[1]*x*x""" return pars[0]*xvals + pars[1]*xvals*xvals
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import random def random_bdays(n): """ Returns a list of integers between 1 and 365, with length (n) """ t = [] for i in range(n): bday = random.randint(1, 365) t.append(bday) return t
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def create_new_products(user_data, prod_data, range): """ Special pre-processing for the YelpNYC since there is no new products (#reviews<5) :param range: the range of products to be processed """ product_list = [(product, len(user)) for (product, user) in prod_data.items()] sorted_product_list = sorted(product_...
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def get_category(output, categories): """ Return the most probable category/language from output tensor. """ top_n, top_i = output.data.topk(1) category_i = top_i[0][0] return categories[category_i], category_i
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def len_str_list(lis): """returns sum of lengths of strings in list()""" res = 0 for x in lis: res += len(x) return res
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def available_exceptions(): """ Purpose: Available Exceptions That Can Be Generated Args: N/A Return: available_exceptions (Pytest Fixture (Dict of Exceptions)): Available Exceptions That Can Be Generated """ return { "ZeroDivisionError": ZeroDivision...
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def remove_redundant_data(df): """ This function reduces the size of a dataframe by reducing blocks of sequential identical data lines greater than 2 to only the earliest and latest. :param df: pandas dataframe :type df: pandas dataframe :returns: a smaller pandas dataframe """ dele...
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import os def is_in_unittest(): """return whether currently in unittest mode""" return os.getenv('IN_UKNOW_TEST') is not None
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def safe_get_key(dictionary, keys, default): """ Examples -------- >>> d = dict(a=2, b=2, c=dict(d=12, e=45, f=dict(g=32))) >>> safe_get_key(d, 'a', 1) 2 >>> safe_get_key(d, ['a'], 1) 2 >>> safe_get_key(d, ['asdf'], 1) 1 >>> safe_get_key(d, ['c', 'f', 'g'], 1) 32 >>> ...
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def create_partitions(aut, partition_list, state_function, obs_events): """ Compute the fixed point of the partioning. @param aut: Automaton being partioned. @type aut: L{BaseAutomaton} @param partition_list: Initial state partitions. @type partition_list: C{list} of C{set} of L{State} ...
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def load_dataset(path_dataset): """Load dataset into memory from text file""" dataset = [] with open(path_dataset) as f: words, tags = [], [] # Each line of the file corresponds to one word and tag for line in f: if line != '\n': line = line.strip('\n') ...
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def _denormalize_to_coco_bbox(bbox, height, width): """Denormalize bounding box. Args: bbox: numpy.array[float]. Normalized bounding box. Format: ['ymin', 'xmin', 'ymax', 'xmax']. height: int. image height. width: int. image width. Returns: [x, y, width, height] """ y1, x1, y2, x2 = bb...
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def findSmallest(arr): """[查找最小元素] Args: arr ([list]): [数组] Returns: [int]: [index] """ smallest=arr[0] smallestIndex=0 for i in range(len(arr)): if(smallest>arr[i]): smallest=arr[i] smallestIndex=i return smallestIndex
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def is_instance(list_or_dict) -> list: """Converts dictionary to list""" if isinstance(list_or_dict, list): make_list = list_or_dict else: make_list = [list_or_dict] return make_list
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def health() -> dict: """Health Check for the server. Returns: dict: Health status in a dictionary. """ return {'Message': 'Healthy'}
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def random_function(): """Never can't be sure that function is not random""" return 9
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def _parse_redis_connection(connection): """ Parse redis connection to host, db :param connection: redis connection :return: host, db """ connection_kwargs = connection.connection_pool.connection_kwargs return ( connection_kwargs.get('host', 'local'), connection_kwargs.get('p...
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def get_region_rrn_node_map(nodes): """Get regional reference node for each region""" return nodes.loc[nodes['RRN'] == 1, 'NEM_REGION'].reset_index().set_index('NEM_REGION')['NODE_ID'].to_dict()
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from typing import Iterable from typing import List def _fmt(a: Iterable) -> List[str]: """Formats each element in `a` into strings. Args: a (Iterable): Iterable. Returns: List[str]: Returns a list with the formatted elements. """ return list(map(lambda a: f'{a:.3f}', a))
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import re def parse(query): """This function parse all clauses of the query.""" # SQL keywords keywords = [ "SELECT ", "DELETE ", "INSERT INTO ", "CREATE TABLE ", "UPDATE ", "FROM ", "INNER ", "LEFT ", "OUTER ", "CROSS ",...
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def union_coverage(prev_cov, next_cov): """ Total coverage of the pattern by merging both the coverages See http://imgur.com/fJokqsU :param prev_cov: :param next_cov: :return: """ new_min = prev_cov.MinCov + next_cov.MinCov - min(prev_cov.MaxCov, next_cov.MaxCov) new_max = prev_cov.M...
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def subset_data(data, col): """ Creates list of categories for column used to populate dropdown menus :param data: pd.DataFrame generated from app_wrangling.call_boardgame_data() :param col: string, column generate list for :return list(exp_series.unique()): list of strings """ ...
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def lines_to_list(infile): """ put all words in a file into a list """ nested_list = [line.split() for line in infile] # nested_list = [] # for line in infile: # nested_list.append(line.split()) flat_list = [item for inner_list in nested_list for item in inner_list] # flat_list = [] ...
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def snakeToCamel(name): """变量名风格转换,首字母小写""" words = name.split('_') return words[0] + ''.join(word.title() for word in words[1:])
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def _1(value): """ Integer decoder. ```python >>> from Tyf import decoders >>> decoders._1((1, )) 1 >>> decoders._1((1.0, "6", 0b111)) (1, 6, 7) ``` """ return int(value[0]) if len(value) == 1 else tuple(int(v) for v in value)
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def test_op(x, y, z): """A fake op for testing dispatch of Python ops.""" return x + (2 * y) + (3 * z)
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import math def MakeIndex(k): """ ########################################################################### Generate the index just for k. ########################################################################### """ index = [0, int(math.pow(4, k))] return index
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import os def get_name_from_path(path: str, exclude_ext=True) -> str: """ >>> get_name_from_path("~/home/test/bla/hallo.md") 'hallo' >>> get_name_from_path("~/home/Google Drive/Brain 1.0", False) 'Brain 1.0' """ base = os.path.basename(path) if exclude_ext: split = os.path.spl...
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def _convert_to_ts(df, country=None): """ convert the original clean dataframe to a time series by aggregating over each day for the given country """ ## define the columns to group if country: cols = ["invoice_date", "country"] else: cols = ["invoice_date"] ...
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import argparse def return_parser(): """ Returns the argument parser for setup_mae_for_cs.py. """ parser = argparse.ArgumentParser( description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter) parser.add_argument( 'filenames', type=str, nargs='+', help...
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def create_dic(c0, f0, dt, tau, nt, NS=1): """ Create a Spinsolve parameter dictionary from a universal dictionary. Parameters ---------- udic : dict Universal dictionary of spectral parameters. Returns ------- dic : dict Dictionary of Spinsolve parameters. """ ...
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import re def normalize_newlines(string): """Adjust all line endings to be the Linux line break, \\x0a.""" return re.compile("\x0d\x0a|\x0d").sub("\x0a", string)
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def parse_years(year_range): """Parse year_range into year list. Args: year_range: A string in the format aaaa-bbbb. Returns: A list of years from aaaa to bbbb, including both ends. """ st, ed = year_range.split("-") st, ed = int(st), int(ed) return [year for year in range(st...
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def kebab_to_snake(name: str) -> str: """Convert `name` from kebab-case to snake_case.""" return name.replace("-", "_").lower()
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def tail1(filepath, n): """Similate Unix' tail -n, read in filepath, parse it into a list, strip newlines and return a list of the last n lines""" with open(filepath) as f: return [line.strip() for line in f.readlines()[-n:]]
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def is_a(x, n=None): """ Check whether a list is a non-decreasing parking function. If a size `n` is specified, checks if a list is a non-decreasing parking function of size `n`. TESTS:: sage: from sage.combinat.non_decreasing_parking_function import is_a sage: is_a([1,1,2]) ...
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def get_header_text(command_line_arguments): """Returns header text describing the argument type and containing the search string if one exists.""" if command_line_arguments.listAthletesFromNOC: return "The athletes from " + command_line_arguments.listAthletesFromNOC + " are:\n\nAthlete name\n==========...
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from typing import Any def bytes_to_string(obj: Any): """ Converts a bytes object into a string :param obj: Any type of object :return: If the object is of type bytes it returns it's string representation, else returns the object itself """ if isinstance(obj, bytes): return obj.dec...
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def subsystem_exists(cur, member_id, subsystem_code): """Check if subsystem exists in Central Server""" cur.execute( """ select exists( select * from security_server_clients where type='Subsystem' and xroad_member_id=%(member_id)s and subsy...
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def parse(string): """ This function parses the encoded string for the decoding phase. This is especially userful when a character shows up more than nine times in a row. INPUT: An Encoded String OUTPUT: A List of List // Parsed Encoded String """ if not string or len(string) == 1: ...
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import functools def accumulate( items, func=lambda x, y: x + y): """ Cumulatively apply the specified function to the elements of the list. Args: items (iterable): The items to process. func (callable): func(x,y) -> z The function applied cumulatively to the f...
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def _center_to_coco_bbox(bbox): """ from center format to (tlx, tly, w, h) :param bbox: :return: """ tlx = bbox[0] - bbox[2] / 2 tly = bbox[1] - bbox[3] / 2 return [(tlx), (tly), (bbox[2]), (bbox[3])]
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import six def make_create_payload(**kwargs): """Create payload for upload/check-upload operations.""" payload = {} # Add non-empty arguments for k, v in six.iteritems(kwargs): if v is not None: payload[k] = v return payload
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def get_where_value(conds): """ [ [where_column, where_operator, where_value], [where_column, where_operator, where_value], ... ] """ where_value = [] for cond in conds: where_value.append(cond[2]) return where_value
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def draw_subgraph(name, graph, successors=True): """Draw (write to disk) a subgraph that starts with or ends with the specified node. Keyword arguments: name -- name of the node to focus on graph -- graph of paths between bundles filename -- filename to write subgraph to successors -- wheth...
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def capitalize_header(key): """ Returns a capitalized version of the header line such as 'content-type' -> 'Content-Type'. """ return "-".join([ item if item[0].isupper() else item[0].upper() + item[1:] for item in key.split("-") ])
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import csv def data_set_from_annotation(annotation_file): """ collect annotation files in target dir (target/data/class/image_file) :param annotation_file: annotation_csv_file :return: train_set: [image_file_path, label_idx] test_set: [image_file_path, label_idx] """ data_set = li...
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import torch def im_to_array_value(image): """ Transforms the image to an array of pixel coordinates and the containt intensity Parameters ---------- image: Image or 2DArray (N, M) Image to be transformed Returns ------- x_coords: Numpy 1Darray (N*M, 1) Co...
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def complement_strand(dna): """ Finds the reverse complement of a dna. Args: dna (str): DNA string (whose alphabet contains the symbols 'A', 'C', 'G', and 'T'). Returns: str: the reverse complement string of a dna. """ reverse_complement = "" for character in dna[::-1]: ...
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def get_grouping_from_another_yang_model(yang_model_name: str, conf_mgmt) -> list: """ Get the YANG 'grouping' entity Args: yang_model_name - YANG model to search conf_mgmt - reference to ConfigMgmt class instance, it have yJs...
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def create_device_name(tracked_asset_pair: str) -> str: """Create the device name for a given tracked asset pair.""" return f"{tracked_asset_pair.split('/')[0]} {tracked_asset_pair.split('/')[1]}"
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def _fasta_name_to_tuple(x): """Fasta names can only be strings. This code gets the tuples back out.""" return tuple(x.split('___'))
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def to_std_dicts(value): """Convert nested ordered dicts to normal dicts for better comparison.""" if isinstance(value, dict): return {k: to_std_dicts(v) for k, v in value.items()} elif isinstance(value, list): return [to_std_dicts(v) for v in value] else: return value
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def process_param(param, offset): """Process a single parameter produced by `get_function_parameter_names`.""" # Ignore args with default values, since Rope considers them assignments. if "=" in param: return [] # Strip off any type annotation. first_colon_index = param.find(":") if fir...
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def wrap_by_word(text, n): """ returns a string where \n is inserted between every n words :url https://www.reddit.com/r/learnpython/comments/4i2z4u/how_to_add_a_new_line_after_every_nth_word/ """ a = text.split() to_return = str() for i in range(0, len(a), n): to_return += ' '.join...
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import os def _NormalizeToUnixPath(path, strip=True): """Returns a path with '/' for the directory separator. The regular expressions used in .gitignore processing use '/' as the directory separator, but many APIs will convert '/' to '\' on Windows. This method can be used to ensure consistent name formation...
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def reformat_replace_star_list_with_dash_list(text): """ Replaces bullet lists starting with `*` with the lists starting with `-` :param text: Original text :return: New text without `*` bullet lists """ lines = text.split('\n') new_text = '' for line in lines: if line.strip().s...
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def ec_list(mod): """ Retuns a list of elasticity coefficients of a model. The list contains both species and parameter elasticity coefficients and elasticity coefficients follow the syntax of 'ec_reaction_sp-or-param'. Parameters ---------- mod : PysMod The Pysces model contains t...
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def sink_energy(global_params, vehicle, model_df): """ Determines how the excess wheel energy will be sunk """ wheel_energy_to_sink_mask = model_df["energy_wheel"] < 0 model_df["energy_to_sink"] = 0.0 model_df.loc[wheel_energy_to_sink_mask, "energy_to_sink"] = ( model_df.loc[wheel_energy...
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def extend_parse(a_parser): """ extent the basic arg parses by some extra required parameters :return object: """ # SEE: https://docs.python.org/3/library/argparse.html a_parser.add_argument('--an_executable', type=str, required=True, help='some extra parameters') retu...
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def get_spec_padding(ispec, nspec, bundlesize): """ Calculate padding needed for boundary spectra Args: ispec: starting spectrum index nspec: number of spectra to extract (not including padding) bundlesize: size of fiber bundles; padding not needed on their edges returns specmi...
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def fasta2helm(fasta_seq): """Converts multi-line FASTA format into HELM strings""" helm = '' nnAA = False amino_symbol = '' for el in fasta_seq: if len(helm) > 0 and not nnAA: helm += "." if el == "[": amino_symbol += el nnAA = True elif ...
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def patch_channel_map(channel_map, forced_channel_map=None): """ For the generated channel map, adds forced identifiers """ forced_channel_map = forced_channel_map or {} patched_channel_map = {} for channel_initial_name, channel_target_name in channel_map.items(): patched_channel_n...
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from typing import Dict from typing import Any def remove_unused_flags(user_calc_params: Dict[str, Any]) -> Dict[str, Any]: """ Removes unused flags in the INCAR, like EDIFFG if you are doing NSW = 0. Parameters ---------- user_calc_params User-specified calculation parameters Return...
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def process_index(root, request): """ Function to process requests for index view. It generates and returns nodes. """ nodes = root.node_vals return nodes
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def bBalancedPar(p): """check if parenthesis are balanced no matter the content""" l = 0 for c in p: if c == ord(b"("): l += 1 elif c == ord(b")"): l -= 1 if l < 0: return False if l != 0: return False return True
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import os import pickle def save_pickle(data, filename, path, verbose=False): """Saves a pickle file. Parameters ---------- data: object Whatever Python object we pass that want it to be written as a Pickle file. filename: str Filename to write. Do not include the .pickle extensi...
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def unary_plus(op): """:yaql:operator unary + Returns +op. :signature: +op :arg op: operand :argType op: number :returnType: number .. code:: yaql> +2 2 """ return +op
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def PrettyNumber(number, spacer=","): """ Iterates through an Integer and sets dots as determined by dot_symb "." or "," every third digit for better readability. Example: NumberDotter(123456789) Output: "123.456.789" by Max Schmeling """ string = str(number) spaced_list = ...
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from typing import Mapping def delimited_file_to_dict(path : str, delimiter : str=',') -> Mapping[str,str]: """ Returns a dictionary populated by lines from a file where the first delimited element of each line is the key and the second delimited element is the value. ...
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def pil_coord_to_tesseract(pil_x, pil_y, tif_h): """ Convert PIL coordinates into Tesseract boxfile coordinates: in PIL, (0,0) is at the top left corner and in tesseract boxfile format, (0,0) is at the bottom left corner. """ return pil_x, tif_h - pil_y
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