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def fake_agent() -> str: """ The original FAKE_USER_AGENT in config.py: 'Mozilla/5.0 (Windows NT 6.1; rv:84.0) Gecko/20100101 Firefox/84.0' Works with Startpage when nothing else will. :return: static user agent string. """ # NOTE that the Firefox ver can be any from firefox_agent() re...
bigcode/self-oss-instruct-sc2-concepts
import math def optimum_qubit_size(precision: int, error: float) -> int: """ Return the number of qubit required for targeted number of decimal and error rate. """ return math.ceil(precision + math.log2(2+1/(2*error)))
bigcode/self-oss-instruct-sc2-concepts
def get_current_weather_desc(data): """Get the current weather description. These values are undocumented. :param data: :return: e.g. 'Partly Cloudy', 'Light Rain' """ return data['current_condition'][0]['weatherDesc'][0]['value']
bigcode/self-oss-instruct-sc2-concepts
import csv def save_to_csv(data: list, file_name: str) -> bool: """ Saved given data to .csv file. Parameters ---------- data: list, required Data produced by function prepare_data_to_save(). file_name: str, required Path and file name to where save file. It should not include...
bigcode/self-oss-instruct-sc2-concepts
def formatargvalues(args, varargs, varkw, locals, formatarg=str, formatvarargs=lambda name: '*' + name, formatvarkw=lambda name: '**' + name, formatvalue=lambda value: '=' + repr(value)): """Format an argument spec from the 4 values ret...
bigcode/self-oss-instruct-sc2-concepts
def get_roi_names(contour_data): """ This function will return the names of different contour data, e.g. different contours from different experts and returns the name of each. Inputs: contour_data (dicom.dataset.FileDataset): contour dataset, read by dicom.read_file Returns: roi_se...
bigcode/self-oss-instruct-sc2-concepts
def is_empty(any_structure): """Helper method to check if structure is empty.""" if any_structure: return False else: return True
bigcode/self-oss-instruct-sc2-concepts
def shift_induction_times(exp, min_start=20, min_end=30): """ Shifts the induction start and end times forward or backward by separately specified numbers of minutes. Returns an experiment object with a new induction record. :param min_start: int Number of minutes to shift induction start ...
bigcode/self-oss-instruct-sc2-concepts
def phalf_from_ps(bk, pk, ps): """Compute pressure of half levels of hybrid sigma-pressure coordinates.""" return ps*bk + pk
bigcode/self-oss-instruct-sc2-concepts
def get_shape_points(cur, shape_id): """ Given a shape_id, return its shape-sequence. Parameters ---------- cur: sqlite3.Cursor cursor to a GTFS database shape_id: str id of the route Returns ------- shape_points: list elements are dictionaries containing th...
bigcode/self-oss-instruct-sc2-concepts
def preprocess_rsa_key(key_str): """Make Android and iOS RSA keys compatible with cryptography library. Android and iOS have slightly wonky, non-standard key formats. This updates the key to be standardized and compatible with pyca/cryptography. """ if key_str.startswith("-----BEGIN CERTIFICATE"): ...
bigcode/self-oss-instruct-sc2-concepts
import random def reproduce(parent1, parent2): """generate offspring using random crossover""" # random crossover point crossover = random.randrange(0, len(parent1)) # construct children child1 = parent1[0:crossover] + parent2[crossover:] child2 = parent2[0:crossover] + parent1[crossover:] ...
bigcode/self-oss-instruct-sc2-concepts
import torch def transfer_weights(tf_model, torch_model): """ Example function on how to transfer weights from tensorflow model to pytorch model Parameters ---------- tf_model : tensorflow model Weight donor torch_model : pytorch model (torch.nn.Modules) Weight recipient ...
bigcode/self-oss-instruct-sc2-concepts
def service_level(orders_received, orders_delivered): """Return the inventory management service level metric, based on the percentage of received orders delivered. Args: orders_received (int): Orders received within the period. orders_delivered (int): Orders successfully delivered within the p...
bigcode/self-oss-instruct-sc2-concepts
def easy_emptylist(l): """Takes a list and returns True for empty list, False for nonempty""" return not l
bigcode/self-oss-instruct-sc2-concepts
def remove_dash(string): """ Removes the dash from the end of the string if there is one there. :string: (str) an input string :returns: (str) input string with no dash at the end of it """ if string[-1]=='-': return string[:-1] else: return string
bigcode/self-oss-instruct-sc2-concepts
def skewed_percentile_to_label(percentile): """ Assigns a descriptive term to the MMSE T-score based on its degree of skewness. """ if percentile > 24: return 'WNL' elif 9 <= percentile <= 24: return 'Low Average' elif 2 <= percentile <= 8: return 'Below Average' elif...
bigcode/self-oss-instruct-sc2-concepts
def deleted_genes_to_reactions(model, genes): """ Convert a set of deleted genes to the respective deleted reactions. Arguments: model (CBModel): model genes (list): genes to delete Returns: list: list of deleted reactions """ if isinstance(genes, str): genes = [ge...
bigcode/self-oss-instruct-sc2-concepts
def paramsDictNormalized2Physical(params, params_range): """Converts a dictionary of normalized parameters into a dictionary of physical parameters.""" # create copy of dictionary params = dict(params) for key, val in params.items(): params[key] = val * (params_range[key][1]-params_ran...
bigcode/self-oss-instruct-sc2-concepts
def REDUCE(_input, initial_value, _in): """ Applies an expression to each element in an array and combines them into a single value. See https://docs.mongodb.com/manual/reference/operator/aggregation/reduce/ for more details :param _input: Can be any valid expression that resolves to an array. :...
bigcode/self-oss-instruct-sc2-concepts
def linear(x: float) -> float: """ Linear activation function (simply returns the input, unchanged). """ return x
bigcode/self-oss-instruct-sc2-concepts
def _pop_next_function(function_list): """Pops and returns the next function in the list.""" if not function_list: raise IndexError('in _pop_next_function: list of functions is empty') return function_list.pop(0)
bigcode/self-oss-instruct-sc2-concepts
def get_symbols(bv): """Return all symbols in binary. Args: bv (BinaryView): top-level binary view handler. Lots of interesting methods can be accessed. Returns: list: list of symbols in binary. """ total_symbols = list() for s in bv.symbols.values(): ...
bigcode/self-oss-instruct-sc2-concepts
def _flatten_list(nested_list): """ Given a nested list, returns flat list of all its elements :param nested_list: nested list :return: flat list """ if not isinstance(nested_list, list): return [nested_list] res = [] for sub_list in nested_list: res += _flatten_list(su...
bigcode/self-oss-instruct-sc2-concepts
def dict_subset(d, keys): """Return a dict with the specified keys""" result = {} for key in keys: if '.' in key: field, subfield = key.split('.', 1) if isinstance(d.get(field), dict): subvalue = dict_subset(d[field], [subfield]) result.setdef...
bigcode/self-oss-instruct-sc2-concepts
def ALMAGetBandLetter( freq ): """ Return the project observing band letter from frequency * freq = Frequency in Hz """ if freq<117.0e9: return "A3" elif freq<163.0e9: return "A4" elif freq<211.0e9: return "A5" elif freq<275.0e9: return "A6" elif fre...
bigcode/self-oss-instruct-sc2-concepts
import requests def is_active(url:str) -> bool: """Checks if the url we are parsing is active link. Args: url (str): [description] Returns: bool: True if get a 200 response else """ resp = requests.get(url) return True if resp.status_code == 200 else False
bigcode/self-oss-instruct-sc2-concepts
def is_peer_tuple(p): """Is p a (str,int) tuple? I.E. an (ip_address,port)""" if type(p) == tuple and len(p) == 2: return type(p[0]) == str and type(p[1]) == int else: return False
bigcode/self-oss-instruct-sc2-concepts
def convert_to_int(s): """ Convert string to integer :param s: Input string :return: Interpreted value if successful, 0 otherwise """ try: nr = int(s) except (ValueError, TypeError): nr = 0 return nr
bigcode/self-oss-instruct-sc2-concepts
def create_language_method(language_code): """ Creates a manager method that filters given language code """ def get_language(self): return self.filter(i18n_language=language_code) return get_language
bigcode/self-oss-instruct-sc2-concepts
def addArray(pdo, field, vtkArray): """ Adds an array to a vtkDataObject given its field association """ # Point Data if field == 0: pdo.GetPointData().AddArray(vtkArray) # Cell Data: elif field == 1: pdo.GetCellData().AddArray(vtkArray) # Field Data: elif field == 2:...
bigcode/self-oss-instruct-sc2-concepts
def to_bytes(value, bytes_num, order='big', signed=False) -> bytes: """ Convert value to bytes representation. # Arguments value: int, Value to be converted. bytes_num: int > 0, Number of bytes in representation of `value`. Must be sufficiently big to store `value` order: 'big' or 'small', Ordering of byte...
bigcode/self-oss-instruct-sc2-concepts
def bunch(**kw): """ Create object with given attributes """ x = type('bunch', (object, ), {})() for k, v in kw.items(): setattr(x, k, v) return x
bigcode/self-oss-instruct-sc2-concepts
def str2seq(st, func=int, sep=None): """ "1 2 3" -> [func('1'), func('2'), func('3')]""" # XXX check usage of this, check if we need list() at all if sep is None: return list(map(func, st.split())) else: return list(map(func, st.split(sep)))
bigcode/self-oss-instruct-sc2-concepts
def detection_collate_fn(batch): """ Collate function used when loading detection datasets using a DataLoader. """ return tuple(zip(*batch))
bigcode/self-oss-instruct-sc2-concepts
def set_combinations(iterable): """ Compute all combinations of sets of sets example: set_combinations({{b}},{{e},{f}}) returns {{b,e},{b,f}} """ def _set_combinations(iter): current_set = next(iter, None) if current_set is not None: sets_to_combine_with = _set_combin...
bigcode/self-oss-instruct-sc2-concepts
def _tuple_2_id(num_single, idx): """Transfrom from tuple representation to id. If idx is a tuple representation of a member of a couple, transform it to id representation. Otherwise do nothing. Raises: TypeError if idx is neither an integer or a tuple """ if isinstance(idx, int): return idx el...
bigcode/self-oss-instruct-sc2-concepts
def remove_title(soup): """ Remove the title element and return the str representation. Args: soup (BeautifulSoup): HTML parsed notebook. Effect: Changes soup object to have title (h1) element removed. Returns: (str): Title text """ title = str(soup.h1.contents[0])...
bigcode/self-oss-instruct-sc2-concepts
def translate_points(points, translation): """ Returns the points translated according to translation. """ return points + translation
bigcode/self-oss-instruct-sc2-concepts
def _check_byte_size(size: int) -> bool: """ Checks whether size is a valid size. Sizes include None or >= 0 :param size: The size to check :type size: int :return: Whether the size is valid :rtype: bool """ if size is None: return True return size >= 0
bigcode/self-oss-instruct-sc2-concepts
def _check_boolean(input, name): """Exception raising if input is not a boolean Checks whether input is not ``None`` and if not checks that the input is a boolean. Parameters ---------- input: any The input parameter to be checked name: str The name of the variable for prin...
bigcode/self-oss-instruct-sc2-concepts
def time_at_timestamp(timestamp_ms: int) -> float: """Convert millisecond Epoch timestamp to Python float time value. Args: timestamp_ms: Epoch timestamp in milliseconds. Returns: Python time value in float. """ return float(timestamp_ms) / 1000.0
bigcode/self-oss-instruct-sc2-concepts
def args_to_str( args, positional_arg=None, fields=None, to_flag=True, arg_joiner=' ', val_sep=' ', list_joiner=' ', ): """Convert an argparse.ArgumentParser object back into a string, e.g. for running an external command.""" def val_to_str(v):...
bigcode/self-oss-instruct-sc2-concepts
def _acer_input(endfin, pendfin, aceout, dirout, mat, temp=293.6, iprint=False, itype=1, suff=".00", header="sandy runs acer", photons=True, **kwargs): """Write acer input for fast data. Parameters ---------- endfin : `int` tap...
bigcode/self-oss-instruct-sc2-concepts
def _splitnport(host, defport=-1): """Split host and port, returning numeric port. Return given default port if no ':' found; defaults to -1. Return numerical port if a valid number are found after ':'. Return None if ':' but not a valid number.""" host, delim, port = host.rpartition(':') if not...
bigcode/self-oss-instruct-sc2-concepts
def create_draft_files_bp(app): """Create draft files blueprint.""" ext = app.extensions["invenio-rdm-records"] return ext.draft_files_resource.as_blueprint()
bigcode/self-oss-instruct-sc2-concepts
def list_pairs(validation_dates): """ For a set of ndates dates, return a list of indexes and IDs for all possible unique pairs. For example, for ndates=3 -> [(0, 1), (0,2), (1,2)] """ ndates = len(validation_dates) indexes = [] pair_ids = [] for k1 in range(ndates): for k2 in r...
bigcode/self-oss-instruct-sc2-concepts
def _right_child(node): """ Args: node: index of a binary tree node Returns: index of node's right child """ return 2 * node + 2
bigcode/self-oss-instruct-sc2-concepts
def have_program(c, name): """ Returns whether connected user has program ``name`` in their ``$PATH``. """ return c.run("which {}".format(name), hide=True, warn=True)
bigcode/self-oss-instruct-sc2-concepts
def has_remote(repo, remote_name): """Returns true if the given repository already has the named remote. Args: repo: The git.Repo object representing the repository. remote_name: The remote name to be looked for. """ return remote_name in [x.name for x in repo.remotes]
bigcode/self-oss-instruct-sc2-concepts
def count_format_specifiers(format_string): """Return the number of format specifiers in string format_string. >>> count_format_specifiers("foo bar foo") 0 >>> count_format_specifiers("foo %d bar foo") 1 >>> count_format_specifiers("foo %d bar %i foo") 2 >>> count_format_specifiers("foo...
bigcode/self-oss-instruct-sc2-concepts
import functools def cached_property(fun): """A memoize decorator for class properties. Adapted from: http://code.activestate.com/recipes/576563-cached-property/ """ @functools.wraps(fun) def get(self): try: return self._cache[fun] except AttributeError: se...
bigcode/self-oss-instruct-sc2-concepts
def merge(source1, source2): """Merge two dicts, source2 could override existing keys based on source1""" return {**source1, **source2}
bigcode/self-oss-instruct-sc2-concepts
import itertools def make_multidim(col, ndim): """Take a col with length=2 and make it N-d by repeating elements. For the special case of ndim==1 just return the original. The output has shape [3] * ndim. By using 3 we can be sure that repeating the two input elements gives an output that is suffici...
bigcode/self-oss-instruct-sc2-concepts
import csv def get_image_value_list(csv_file_name): """ Expects a csv file with header/structure: filename, TE, mean_background skips the first (header) line returns a list of tuples with (filename, TE) """ image_value_list = [] with open(csv_file_name) as csvfile: ...
bigcode/self-oss-instruct-sc2-concepts
import json def load_json_from_file(file_path): """Load json from a json file""" with open(file_path) as json_data: return json.load(json_data)
bigcode/self-oss-instruct-sc2-concepts
async def in_voice_channel(ctx): """Checks that the command sender is in the same voice channel as the bot.""" voice = ctx.author.voice bot_voice = ctx.guild.voice_client if voice and bot_voice and voice.channel and bot_voice.channel and voice.channel == bot_voice.channel: return True else: ...
bigcode/self-oss-instruct-sc2-concepts
def place(cards, pos, card): """ Replaces the card at a given position in a list. Example: > place([1,4,7,10,12], 2, 9) [1,4,9,10,12] """ result = cards[:] result[pos] = card return result
bigcode/self-oss-instruct-sc2-concepts
def text_of_list(t): """ Convert a string list to multiline text. """ return '\n'.join(t)
bigcode/self-oss-instruct-sc2-concepts
def trapmf(x, a, b, c, d): """ Trapezoidal membership function generator. Parameters ======== x : single element array like abcd : 1d array, length 4 Four-element vector. Ensure a <= b <= c <= d. Returns ======== y : 1d array Trapezoidal membership function. """ ...
bigcode/self-oss-instruct-sc2-concepts
from typing import Set def import_declarations(import_set: Set[str]) -> str: """ Generate the import declaration(s) given the import specs. :param import_set: import specs :return: Go import declaration >>> import_declarations(set()) '' >>> import_declarations({'time'}) 'import "tim...
bigcode/self-oss-instruct-sc2-concepts
def get_version(fname): """Reads PKG-INFO file generated by setuptools and extracts the Version number.""" res = "UNK" with open(fname, "r") as f: for line in f.readlines(): line = line[:-1] if line.startswith("Version:"): res = line.replace("Version:", ""...
bigcode/self-oss-instruct-sc2-concepts
def to_subscription_key(uid, event): """Build the Subscription primary key for the given guid and event""" return u'{}_{}'.format(uid, event)
bigcode/self-oss-instruct-sc2-concepts
def format_pathname( pathname, max_length): """ Format a pathname :param str pathname: Pathname to format :param int max_length: Maximum length of result pathname (> 3) :return: Formatted pathname :rtype: str :raises ValueError: If *max_length* is not larger than 3 This...
bigcode/self-oss-instruct-sc2-concepts
def encode_binary(x, width): """Convert integer x to binary with at least width digits.""" assert isinstance(x, int) xb = bin(x)[2:] if width == 0: assert x == 0 return '' else: assert len(xb) <= width pad = width - len(xb) return '0' * pad + xb
bigcode/self-oss-instruct-sc2-concepts
def dist(pt1, pt2): """Distance between two points""" return ((pt2[0] - pt1[0])**2 + (pt2[1] - pt1[1])**2 + (pt2[2] - pt1[2])**2)**0.5
bigcode/self-oss-instruct-sc2-concepts
def filter_by_bidder_id(bids, bidder_id): """ >>> bids = [ ... {"bidder_id": "1", "amount": 100}, ... {"bidder_id": "1", "amount": 200}, ... {"bidder_id": "2", "amount": 101} ... ] >>> filter_by_bidder_id(bids, "1") [{'amount': 100, 'bidder_id': '1'}, {'amount': 200, 'bidder...
bigcode/self-oss-instruct-sc2-concepts
def get_distance(pt1, pt2): """ Finds the distance between two points. """ x1 = pt1[0] y1 = pt1[1] x2 = pt2[0] y2 = pt2[1] return ((x1 - x2) ** 2 + (y1 - y2) ** 2) ** (1 / 2)
bigcode/self-oss-instruct-sc2-concepts
from typing import Optional from typing import Callable def docfill( *args, template: Optional[str] = None, **kwargs ): """Format the decorated function's docstring using given args and kwargs This is useful if some functions share many common inputs or if the range of valid values for a para...
bigcode/self-oss-instruct-sc2-concepts
def app_request_type_label(app, request_type) -> str: """Format a label based on the application name and request type.""" return f"{app}\n({request_type})"
bigcode/self-oss-instruct-sc2-concepts
import torch def scalar_mult(x, y): """A function that does complex scalar multiplication between two complex scalars, x and y. :param x: A complex scalar. (x[0], x[1]) = (real part, imaginary part). :type x: torch.doubleTensor :param y: A complex scalar. (x[0], x[1]) = (real part, imaginary part). ...
bigcode/self-oss-instruct-sc2-concepts
def decode_text(value): """ Decode a text-like value for display. Unicode values are returned unchanged. Byte strings will be decoded with a text-safe replacement for unrecognized characters. """ if isinstance(value, bytes): return value.decode('ascii', 'replace') else: ...
bigcode/self-oss-instruct-sc2-concepts
def znes_colors(n=None): """Return dict with ZNES colors. Examples -------- >>> znes_colors().keys() # doctest: +ELLIPSIS dict_keys(['darkblue', 'red', 'lightblue', 'orange', 'grey',... Original author: @ckaldemeyer """ colors = { 'darkblue': '#00395B', 'red': '#B54036...
bigcode/self-oss-instruct-sc2-concepts
def get_tags_string(tags): """ Returns a comma-delimited k=v string Args: tags (dict): A dictionary of key/value pairs Returns: str """ return ','.join([f'{k}={v}' for k, v in tags.items()])
bigcode/self-oss-instruct-sc2-concepts
def is_dataset(dataset): """ Check if input is a hdf dataset e.g. is_dataset(hdf_group.get(address)) """ return hasattr(dataset, 'size')
bigcode/self-oss-instruct-sc2-concepts
def get_last_completed_launch(fw): """ Given a Firework object returns the last completed launch """ return next((l for l in reversed(fw.archived_launches + fw.launches) if l.state == 'COMPLETED'), None)
bigcode/self-oss-instruct-sc2-concepts
def _check_value(item, allowed_values, item_name=None, extra=None): """ Check the value of a parameter against a list of valid options. Parameters ---------- item : object Item to check. allowed_values : tuple of objects Allowed values to be checked against. item_name : str ...
bigcode/self-oss-instruct-sc2-concepts
def play_tictactoe_turn(action, board_state, turn): """ Input: action: 0-8 an index into the board array board_state: (0,1,0,None,None,None,None,None,None) a tuple of the board's state turn: 1/0 the player's who's turn i...
bigcode/self-oss-instruct-sc2-concepts
def filter_startswith_prefix(dataframe, prefix="TALON"): """Filter out rows where 'annot_gene_id' column value starts with prefix. Args: dataframe: pandas DataFrame prefix: string Returns: pandas DataFrame """ not_starts_with_prefix = dataframe["annot_gene_id"].apply( ...
bigcode/self-oss-instruct-sc2-concepts
def int_to_varint_hex(int_value): """ VARINT <= 0xfc example: 12 <= 0xffff example: fd1234 Prefix is fd and the next 2 bytes are the VarInt (in little-endian). <= 0xffffffff example: fe12345678 Prefix is fe and the next 4 bytes are the VarI...
bigcode/self-oss-instruct-sc2-concepts
from typing import Any from typing import List def validate_entry_context(entry_context: Any, keys: List[str], unpack_nested_elements: bool): """ Validate entry context structure is valid, should be: - For unpack_nested_elements==False: 1. List[Dict[str, str/bool/int/float]] 2. Lis...
bigcode/self-oss-instruct-sc2-concepts
def progessbar(new, tot): """Builds progressbar Args: new: current progress tot: total length of the download Returns: progressbar as a string of length 20 """ length = 20 progress = int(round(length * new / float(tot))) percent = round(new/float(tot) * 100.0, 1) ...
bigcode/self-oss-instruct-sc2-concepts
def p1_for(input_list): """Compute some of numbers in list with for loop.""" out = 0 for i in input_list: out += i return out
bigcode/self-oss-instruct-sc2-concepts
def precision(c, tweets): """Computes precision for class `c` on the specified test data.""" tp = 0 fp = 0 for tweet in tweets: if c in tweet['predictions']: if c in tweet['tags']: tp+=1 else: fp+=1 if(tp+fp == 0): return floa...
bigcode/self-oss-instruct-sc2-concepts
def getBondedNeighborLists(atoms, bondProxies): """ Helper function to produce a dictionary of lists that contain all bonded neighbors for each atom in a set of atoms. :param atoms: Flex array of atoms (could be obtained using model.get_atoms() if there are no chains with multiple conformations, must ...
bigcode/self-oss-instruct-sc2-concepts
def format_fasta(title, sequence): """ This formats a fasta sequence Input: title - String - Title of the sequence sequence - String - Actual sequence Output: String - Fully formatted fasta sequence """ fasta_width = 70 # Number of characters in one line n_lines = 1 + le...
bigcode/self-oss-instruct-sc2-concepts
def vecBetweenBoxes(obj1, obj2): """A distance function between two TextBoxes. Consider the bounding rectangle for obj1 and obj2. Return vector between 2 boxes boundaries if they don't overlap, otherwise returns vector betweeen boxes centers +------+..........+ (x1, y1) | obj1 | ...
bigcode/self-oss-instruct-sc2-concepts
def clip(string: str, length: int, suffix = "...") -> str: """Clip string to max length If input `string` has less than `length` characters, then return the original string. If `length` is less than the number of charecters in `suffix`, then return `string` truncated to `length`. Oth...
bigcode/self-oss-instruct-sc2-concepts
def normalize(string): """Returns a string without outer quotes or whitespace.""" return string.strip("'\" ")
bigcode/self-oss-instruct-sc2-concepts
import ast def is_ast_equal(node_a: ast.AST, node_b: ast.AST) -> bool: """ Compare two ast tree using ast dump """ return ast.dump(node_a) == ast.dump(node_b)
bigcode/self-oss-instruct-sc2-concepts
def decode_text_field(buf): """ Convert char[] string in buffer to python str object :param buf: bytearray with array of chars :return: string """ return buf.decode().strip(b'\x00'.decode())
bigcode/self-oss-instruct-sc2-concepts
def is_prime(number): """Check if a number is prime.""" if number < 2: return False if number == 2: return True if number % 2 == 0: return False for _ in range(3, int(number ** 0.5) + 1, 2): if number % _ == 0: return False return True
bigcode/self-oss-instruct-sc2-concepts
import torch def subtract_pose(pose_a, pose_b): """ Compute pose of pose_b in the egocentric coordinate frame of pose_a. Inputs: pose_a - (bs, 3) --- (x, y, theta) pose_b - (bs, 3) --- (x, y, theta) Conventions: The origin is at the center of the map. X is upward with ...
bigcode/self-oss-instruct-sc2-concepts
from pathlib import Path def setup(opts): """Set up directory for this GenomeHubs instance and handle reset.""" Path(opts["hub-path"]).mkdir(parents=True, exist_ok=True) return True
bigcode/self-oss-instruct-sc2-concepts
def accuracy(true_positives, true_negatives, false_positives, false_negatives, description=None): """Returns the accuracy, calculated as: (true_positives+true_negatives)/(true_positives+false_positives+true_negatives+false_negatives) """ true_positives = float(true_positives) true_...
bigcode/self-oss-instruct-sc2-concepts
def rate_color(rate: int, units: str = '') -> str: """ Get color schema for percentage value. Color schema looks like red-yellow-green scale for values 0-50-100. """ color = '[red]' if 30 > rate > 20: color = '[orange_red1]' if 50 > rate > 30: color = '[dark_orange]' if 7...
bigcode/self-oss-instruct-sc2-concepts
import time def get_duration_timestamp(day=7): """ 获取当前时间和7天前的时间戳 :param day: :return: """ # 当前时间对应的时间戳 end = int(round(time.time() * 1000)) # 7天前的时间戳 start = end - day * 24 * 60 * 60 * 1000 return start, end
bigcode/self-oss-instruct-sc2-concepts
def pass_through_filter(cloud, filter_axis='z', axis_limit=(0.6, 1.1)): """ Cut off filter Params: cloud: pcl.PCLPointCloud2 filter_axis: 'z'|'y'|'x' axis axis_limit: range Returns: filtered cloud: pcl.PCLPointCloud2 """ # Create a PassThrough filter object. ...
bigcode/self-oss-instruct-sc2-concepts
def clean_text_up(text: str) -> str: """ Remove duplicate spaces from str and strip it. """ return ' '.join(text.split()).strip()
bigcode/self-oss-instruct-sc2-concepts
def case_convert(snakecase_string: str) -> str: """Converts snake case string to pascal string Args: snakecase_string (str): snakecase string Returns: str: Pascal string """ return snakecase_string.replace("_", " ").title().replace("Cnn", "CNN")
bigcode/self-oss-instruct-sc2-concepts