content
stringlengths
35
416k
sha1
stringlengths
40
40
id
int64
0
710k
def normalize_cap(option, pron): """Normalize the capitalization of the option according to the pronoun.""" cap_tuples = [ ("The", "the"), ("His", "his"), ("My", "my"), ("Her", "her"), ("Their", "their"), ("An", "an"), ("A", "a")] uncap_dict = dict(cap_tuples) cap_dict = dict([(t[1], t[0]) for t in ...
bc60c20fe7e5038349473fba31e9e48c30d33bab
657,357
def field_occurrence_predicate(field, args): """Return a function that checks for the occurrence of a field.""" newfield = field.lower() if args.ignore_case else field def _field_occurrence(entry): return bool(getattr(entry, newfield, None)) return _field_occurrence
b7ee2b5f9357648879764444bd01f9a7e30e8ca6
657,358
import re def _n(name): """Return valid PySB name.""" n = name.encode('ascii', errors='ignore').decode('ascii') n = re.sub('[^A-Za-z0-9_]', '_', n) n = re.sub(r'(^[0-9].*)', r'p\1', n) return n
f1f75b9c6f391536f2eae7eedbbfce077f5b41e1
657,359
def _bit_is_set(bit_str: str, i: int) -> bool: """ Private helper function to check whether the i-th bit in the given bit string is set. :param bit_str: str :param i: int :return: bool """ return bit_str[i] == '1' # Running time complexity: O(1)
8410a90031fdbaa23f92e1873468aa34c13667fb
657,361
def minus(a, b): """ :param a: first interger number :param b: second integer number :return: subtract of second number from first """ return a - b
edb46dd013f60bfccd87be23099180d85483183e
657,362
def alpha_to_pie(input): """ Parameters ---------- input : str Text input with syllables separated by dashes and words by spaces. Returns ------- output : str Transliterated text in Avestan Script """ # print(input.translate(script)) output = input output =...
dbba9aeeb99983de87cd504025647a6bb476b851
657,363
def S_ISDOOR(mode): # real signature unknown; restored from __doc__ """ S_ISDOOR(mode) -> bool Return True if mode is from a door. """ return False
7f756331e9bd3538df5457fc4dfe35f5cd6d5331
657,364
import random def comment_is_salty(): """ Randomize if comment is salty """ value = random.randint(0, 1) return value
4af689ca539eda99da447571bbba6db823bf2032
657,365
from typing import List from typing import Any def peek(array: List[Any]) -> Any: """ Returns the last element in the input array. Similar to the built-in Array.pop method, except that it does not remove the last element. This method is a convenient shorthand for array[array.length - 1]. """ r...
40e690da46ba4e7142fd0087a20cc553288e9b63
657,367
def _get_feat_lkp_tbl(): """ This function embeds the knowledge of mapping what features to be generated for what kind of attr. types. """ # Initialize a lookup table lookup_table = dict() # Features for type str_eq_1w lookup_table['STR_EQ_1W'] = [('lev_dist'), ('lev_sim'), ('jaro'), ...
da5d72d78dacd8f76d539e500024c50a98e63c41
657,368
def f(integer): """ factorcalc.f(int > 0) -> list of int -- provides a list of all the factors of the first argument """ if type(integer)==int: if integer>0: possible_factors=[integer] possible_factor=integer-1 for i in range(integer): possibl...
52c7552f7f0351d1606fb36a1361a3aa2522c7d8
657,371
import re def find_line(inputlist, regex, start=None): """ returns the index number of the line where regex is found in the inputlist if stop is true, stop searching with first line found :param inputlist: list of strings :type inputlist: list :param regex: regular expression to search :ty...
51fcf52113245736458eabd14b82a9b64a47090c
657,372
import configparser def make_blank_config(config_file): """Generate blank config Parameters: ak: app key sk: secret key url: prefix bucket: bucket in QiNiu Example: [qiniu] ak=F9-lVHzO3KWKAAbJA_FYTL1l8WEx2fJuNubSJXRv sk=wEg_xzmOCaYqzZQEEE87sfkJ2-wfYC...
04b5cbc5fa692759ae98acd9efd9354b45797bdb
657,373
def _to_python_str(s): """ Convert to Python string """ if isinstance(s, bytes): return s.decode('utf-8') else: return s
f4a1967f64a30792346640b0e145f0038d7bf50b
657,374
import json import time def measure_hash(sensor_id, measure_value, measure_type): """Create measurement JSON""" typeid = 100 unitid = 100 if measure_type == "voc": typeid = 105 unitid = 105 elif measure_type == "temperature": typeid = 100 unitid = 100 elif measu...
baa72221f410fe7e63e99748bda7400427395eaa
657,376
from typing import Union def read_token() -> Union[str, None]: """ Reads token from the saved config file Returns: token string from file (or None if missing/invalid) """ try: with open("config/token", "r") as file: return file.readline().rstrip() except Exception ...
f548971b97cd06a0e86ab2152dc4452928da6b09
657,377
def CMYKtoRGBA(mesh): """converts a mesh back to RGBA, ready for export.""" for i in mesh.visual.vertex_colors: c,m,y,k = i[:] r = 255 * (1-c/100) * (1-k/100) g = 255 * (1-m/100) * (1-k/100) b = 255 * (1-y/100) * (1-k/100) i[:] = r,g,b,255 return mesh
9e2747bdb0f247c3781f47cab7f69d081c38c84f
657,378
def add_user_to_groups(uname, grpstr, groups=["lsst_lcl", "jovyan"]): """Take a user name (a string) and a base group file (as a string) and inject the user into the appropriate groups, given in the groups parameter (defaults to 'lsst_lcl' and 'jovyan'). Returns a string.""" glines = grpstr.split("\n")...
ddf15d42fe57ba5dc96afea43a330d787fdbb909
657,379
import re def _replace_version(package_str, new_version): """ replaces the version tag in contents if there is only one instance :param package_str: str contents of package.xml :param new_version: str version number :returns: str new package.xml :raises RuntimeError: """ # try to repl...
913c844c9387b6fb1f91327fba7999a72e3b156f
657,380
def tocreset(I, Ipickup, TD, curve="U1", CTR=1): """ Time OverCurrent Reset Time Function. Function to calculate the time to reset for a TOC (Time-OverCurrent, 51) element. Parameters ---------- I: float Measured Current in Amps Ipickup: float ...
8c26a3aebcb5f51fe884724e4d9460f44454b3d1
657,381
def wigner_d_transform_analysis_vectorized(f, wd_flat, idxs): """ computes the wigner transform analysis in a vectorized way returns the flattened blocks of f_hat as a single vector f: the input signal, shape (2b, 2b, 2b) axes m, beta, n. wd_flat: the flattened weighted wigner d functions, shape (num_s...
7f1a32fea3a42f6bff7ae7295dfe0182c61c6a57
657,383
def add_make_abundance_io_arguments(arg_parser): """Add io arguments to parser.""" helpstr = "Input group file which associates collapsed isoforms with reads." arg_parser.add_argument("group_filename", type=str, help=helpstr) helpstr = "Input pickle file (e.g., hq_lq_pre_dict.pickle) which maps HQ " + ...
78bddd16f60f9055c532a1958cb7dff1398ca994
657,384
def remove_quotes(arg): """ This function returns two values: - The treated string (i.e., without surrounding quotes) - A boolean value informing whether it removed any quotes or not Note that it will only remove anything if the quotes at each end match. Therefore, strings like "foo' will be returned as they are...
94af94c99440dbc10f042210f4ae68feb2b68e0f
657,385
import os def has_qutip_rc(): """ Checks to see if the qutiprc file exists in the default location, i.e. HOME/.qutip/qutiprc """ qutip_conf_dir = os.path.join(os.path.expanduser("~"), '.qutip') if os.path.exists(qutip_conf_dir): qutip_rc_file = os.path.join(qutip_conf_dir, "qutiprc") ...
1273856f810b1a31867c71c69bcfa0501af2ceef
657,386
def is_video_file(filename): """ Check if file is a video :param filename: file name string :return: Boolean toggle """ return any(filename.endswith(extension) for extension in ['.mp4', '.avi', '.mpg', '.mkv', '.wmv', '.flv'])
fb112b094d13449026486e5e112ed4b41f19acf9
657,387
import platform import os def get_user_config_path(appname: str) -> str: """ :return: user config path """ system = platform.system() if system == 'Windows': # C:\Users\<username>\AppData\Local\<AppName> data_path = os.getenv('LOCALAPPDATA', os.path.expanduser('~/AppData/Local/')) ...
cbcf856959fd8c19ce56099e77c24d7bda1fd6dd
657,388
import six def convert_id36_to_numeric_id(id36): """Convert strings representing base36 numbers into an integer.""" if not isinstance(id36, six.string_types) or id36.count("_") > 0: raise ValueError("must supply base36 string, not fullname (e.g. use " "xxxxx, not t3_xxxxx)") ...
5ccd3661f6985c73e38ebcb6bbf9d0e242cddbb6
657,389
def normalize_df(series): """convenience function to normalize a signal (i.e., rescale to range from 0 to 1) """ series_norm = (series - series.min()) / (series.max() - series.min()) return series_norm
137433edddad2ef8e36a3369f194ff56e1015a13
657,391
def O2_analysis_v2(f, k, iratio): """ :param f: mcerp.UncertainVariable contaning a normal distributed sample of values around the best value of the fit parameter f and its covariance value as sigma :param k: mcerp.UncertainVariable contaning a normal distributed sample of values around ...
a5b0921bba40c1ba2f7e726ca57ae1e9d1f1c7b0
657,393
def svid2gnssid(svid) -> int: """ Derive gnssId from svid numbering range. :param int svid: space vehicle ID :return: gnssId as integer :rtype: int """ if 120 <= svid <= 158: gnssId = 1 # SBAS elif 211 <= svid <= 246: gnssId = 2 # Galileo elif (159 <= svid <= 163...
10f8726577b7d973aaec0a04281bd6bdb8e30f8b
657,394
def last_openapp_fillform_count(uid, action_grouped): """ 最后一次点击APP开始填写表单量 """ action_df = action_grouped[uid] action_df = action_df[action_df['actionType'] == 1] if action_df.shape[0] == 0: return 0 last_open_time = action_df['actionTime'].iat[-1] action_df = action_df[action_df['actio...
e121b6e30558357e78a8ac4a487db76f145657a9
657,395
def test_container(container): """Returns function that tests safely if item in container. Does not raise TypeError (e.g. for dict checks.) """ def result(item): try: return item in container except TypeError: return False return result
a5573348c0d2c992cb51742f677b63ef43360058
657,396
import hashlib def compute_hash(filename): """Returns the MD5 hash of the specified file""" with open(filename, 'r') as f: contents = f.read().encode('utf-8') return hashlib.md5(contents).digest()
f73983580eace66d9fe82156ac6cddb1576da58d
657,397
import json import base64 def get_service_account_cred_from_key_response(key_response): """ Return the decoded private key given the response from `create_service_account_key()`. This return from this function is the JSON key file contents e.g. response can be placed directly in file and be used a...
4ff6da5a134be890726d88848fd05a7f8a0b1e9c
657,398
def awg2mm(AWG): """ Convert AWG ( American Wire Gauge to mm diameter) :param awg: Wire AWG :return: Wire milimitter diameter diameter [mm] = 0.127 * 92 ^ ((36-AWG)/39) Reference: http://www.reuk.co.uk/AWG-to-Square-mm-Wire-Size-Converter.htm """ return round(0.127 * 92 ** ((36 - ...
e83b63d76739171ea06067a3895ad4b5803dfb39
657,399
import unicodedata def clean_str(s): """ Clean a string """ return unicodedata.normalize('NFKD', s).encode('ascii', 'ignore').decode()
23da45088e6ccd54b1488847877828a32c3015bd
657,400
import os def name_parts(name): """ Return folder, undecorated file name + ext, file root, ext, decorations. If extension is not specified, ".grd" assumed For example: .. code:: >>> import geosoft.gxpy.grid as gxgrd >>> namep = gxgrd.name_parts("f:/someFolder/name.grd(GRD;TYPE=...
49cab7c6c6685ca17bef01c1aede1fb801d1e72c
657,401
def identity_labels(dim): """ The identity-basis labels based on a matrix dimension. Parameters ---------- dim : int The matrix dimension. """ return ['I']
d3fd53898a36809f02c395f8a7730c9bfcd0de90
657,402
def list_services(conn) -> list: """[summary] Args: conn ([type]): [description] Returns: list: [description] """ cursor = conn.cursor() cursor.execute("SELECT * FROM KEYS;") rows = cursor.fetchall() return [row[1] for row in rows]
2046a6cdff3346694949af76aebf090a0c7252be
657,403
import math def dropna(df): """Drop rows with "Nans" values """ df = df[df < math.exp(709)] # big number df = df[df != 0.0] df = df.dropna() return df
099faf996cbf4f8c33edbf689bc4bcf9654d9439
657,404
def list_wanted_windows(actual_windows, shared_pids): """ Lists every window in the desired order for z-index sorting. :param actual_windows: The windows in their current order :param shared_pids: The list of shared_pids from the spawned windows :return: A sorted list of windows indexed by the desi...
0f2cd129b1736782f31fba6e2b341aeb64a26a5a
657,405
from typing import List from typing import Tuple def get_new_gatecharacterization_range( current_valid_ranges: List[Tuple[float, float]], safety_voltage_ranges: List[Tuple[float, float]], range_update_directives: List[str], ) -> List[Tuple[float, float]]: """Determines new voltage range for a subseque...
a4e20fa9bda7f5be3f3ba054563a818ece8370d3
657,406
def prompt_independent() -> str: """Prompt the user for the independent variable to ue for calculation >>> prompt_independent() Would you like to use CO2 or forest cover as the independent variable? >? precipitation Please enter 'CO2' or 'forest cover' >? forest cover 'Estimated Natural For...
c6210b86ebbcef2b82178f684139f13238314457
657,407
import torch import math def encode_μ_law(x: torch.Tensor, μ: int = 255, cast: bool = False)\ -> torch.Tensor: """ Encodes the input tensor element-wise with μ-law encoding Args: x: tensor μ: the size of the encoding (number of possible classes) cast: whether to cast to in...
b4bd30fcf9353b5895ca95309f60064deb0baa89
657,410
def to_minimal_df(df_in): """ Extracts a minimal df partof the given dataframe to be used with the implemented machine learning workflow. Also ensures that the indices are compareable """ df1 = df_in.copy().reset_index() if "Modified sequence" in df_in.columns: df2 = df_in[["Sequenc...
0e4d63abcf82e23d981a0cf8ebd54b8de54d749f
657,411
def make_pattern_of_length(l): """docstring for make_pattern_of_length""" # repeats = max(1, l / 26) # return make_pattern(4, repeats)[:l] # Guarantee it ends with a . s = '. . . . .. .. ... ... .... .... ..... .....'[:l] if len(s) < l: s += '.' * (l-len(s)) return s
aa9f3c5c7d368f6ea813a6d7ade7f8f913ea13f6
657,412
def get_comment_text(submission): """Returns the respondent typed text from a submission. The qcode for this text will be different depending on the survey """ if submission.data['survey_id'] == '009': return submission.data['data'].get('146') if submission.data['survey_id'] == '187': ...
a9864d9c3f956a6b7133324362ab75c9c07410a6
657,413
def _fnv_1a_24(data, _ord=lambda x: x): """FNV-1a 24 bit hash""" # http://www.isthe.com/chongo/tech/comp/fnv/index.html#xor-fold # Start with FNV-1a 32 bit. hash_size = 2 ** 32 fnv_32_prime = 16777619 fnv_1a_hash = 2166136261 # 32-bit FNV-1 offset basis for elt in data: fnv_1a_hash = fnv_1a_hash ^ _ord(elt) ...
cd716bd195324f02b13cd62aa129c252ccd599d8
657,414
def authenticated(): """Response when active beta.""" return { "info": {"version": "9.98.9"}, "releases": { "9.97.9b0": [], "9.97.9": [], "9.98.9b0": [], "9.98.9": [], "9.99.9b0": [], }, }
d32062bb8fec5b399b67cd3bcb0f3ea8c462965f
657,415
def re_usable_db_mocker(mocker): """ Fixtures can invoke mocker to yield "re-usable" mocks """ mock_db_service = mocker.patch("other_code.services.db_service", autospec=True) mock_db_service.return_value = [(0, "fake row", 0.0)] return mock_db_service
4b3e81ca06ad2471a0b7357de21c171084a438eb
657,416
def get_tick_time(): """ dt :return: """ return 1.0 / 30
98d5957ca26846f4e8426fdf504e3b7f874d1220
657,418
def get_FTPdetect_coordinates(FTPdetect_file_content, ff_bin, meteor_no = 1): """ Returns a list of FF*.bin coordinates of a specific bin file and a meteor on that image as a list of tuples e.g. [(15, 20), (16, 21), (17, 22)] and the rotation angle of the meteor. """ if int(FTPdetect_file_content[0].split(...
3a5adf21d545848ac8807d3bd03e0e2ef11eda77
657,419
def mirror(pt: float, delta: float): """Mirrors a value in a numberline Args: pt : real value in numberline delta: value to mirror Returns: pt - delta, pt + delta """ return pt - delta, pt + delta
5ec80a889422a961c0aa5906ed4990317876286f
657,420
def cw310_params( tags = [], timeout = "moderate", local = True, args = [ "--exec=\"console -q -t0\"", "--exec=\"bootstrap $(location {test_bin})\"", "console", "--exit-failure=FAIL", "--exit-success=PASS", "--timeou...
eb0147819c78584e8153bab8bafc9169a54f3278
657,422
import jinja2 import os.path as path def render(template, **kwargs): """ Renders the HTML containing provided summaries. The summary has to be an instance of summary.Summary, or at least contain similar properties: title, image, url, description and collections: titles, images, descriptions. ...
5d429ca7d1abf39d11fa1e3609e54b2f8b7668d0
657,423
import importlib def find_function(search_def): """ Dynamically load the function based on the search definition. :param str search_def: A string to tell us the function to load, e.g. module:funcname or module.path:class.staticmethod :raises ValueError: In case configuratio...
dd44ca63cf214f928667a704f8686739833775e5
657,424
import textwrap def windows_inventory(remotes): """ :type remotes: list[AnsibleCoreCI] :rtype: str """ hosts = [] for remote in remotes: options = dict( ansible_host=remote.connection.hostname, ansible_user=remote.connection.username, ansible_passwo...
5dd9f3a880bf4bee4de86e3c091ace391dcbc0bf
657,425
def find_proposition_by_node(anchor_node, sentence_theory): """ http://e-gitlab.bbn.com/text-group/jserif/blob/master/serif/src/main/java/com/bbn/serif/theories/Propositions.java#L86 :param anchor_node: serifxml.SynNode :param sentence_theory:serifxml.Sentence :return:serifxml.Proposition """ ...
d88805b41fb34b803bc2bcb0de24e0802a5354a9
657,426
def read_leasefile(interface): """ read lease file for given interface and returns content of option-212 as string from the last found lease :param interface :return: string """ new_6rd_config = False try: # Do something with the file with open("/var/db/dhclient.leases." ...
fbec719f25b539676c417ff5a3330963530530f5
657,427
import numpy def mask_op(mask_array, value_array): """Mask out value to 0 if mask array is not 1.""" result = numpy.copy(value_array) result[mask_array != 1] = 0.0 return result
9cb0f520d3b0aa6c83abc5b340f2caf8c5478b8d
657,428
def check_poly_isomorphism(p1, p2): """ Performs all 8 symmetries on polycube2 (p2) and checks if it's equal to polycube1 (p1) 8 symmetries come from dihedral group of order 8 (D8) (treat the xy-plane as the square under symmetries) Parameters ---------- p1 : ...
597d5d4de4df3587d7a26974c0b5c611e5adb8e3
657,429
def is_in_simplex(x): """Checks if a distribution has exited the simplex.""" stop = True for j in range(x.size): if x[j] < 0: stop = False break return stop
eda5129098d1147dbc671c4e68336f7aea15284b
657,433
def get_delay_loaded_timestamp(pefile_object): """ Retrieves the timestamp from the Delay Load Import Table directory. :param pefile.PE pefile_object: pefile object. :return: Recovered timestamps from PE imports (if any) as a list of tuples such that [(dllname, timestamp)]. :rtype: list """...
5e1b50d349d0ac7689cc20f283eea54439fa790d
657,434
def generate_matrix(dim): """Generate the matrix with enumarated elements. Args: dim: Dimension of the matrix. Returns: Generated matrix as a nested list. """ matr = [] for i in range(dim): # Start by 1 and increase the number for each new element by one. matr.a...
d4446ef3fc469050f6bd346182203c42cf6eefbd
657,436
def pack(join, alist): """Interleave a list with a value This function interleaves a list of values with the joining element. Params: join -- The value to be interleaved within the list alist -- The supplied list Returns: A new list pack("a",[1,2,3,4]) ==> ["a",1...
407c0f1133ecb42b466c54b41cdde56eea80bcb6
657,437
import re def read_d1_letter(fin_txt): """Reads letter aliases from a text file created by GoDepth1LettersWr.""" go2letter = {} re_goid = re.compile(r"(GO:\d{7})") with open(fin_txt) as ifstrm: for line in ifstrm: mtch = re_goid.search(line) if mtch and line[:1] != ' ':...
a05a944aa263c6682f3a2fed8a659f579bfcb950
657,438
def _has_numbers(text): """ Checks if any characters in the input text contain numbers """ return any(char.isdigit() for char in text)
c8992cfe40c310f07d292aa376aad8d766a5242b
657,440
def expect_lit(char, buf, pos): """Expect a literal character at the current buffer position.""" if pos >= len(buf) or buf[pos] != char: return None, len(buf) return char, pos+1
a90ab29f20bdc4733cfd331d2d58f7952c02ae62
657,441
def exactly(length:int) -> str: """ Match the previous pattern exactly `length` times. >>> import superexpressive as se >>> se.exactly(4) '{4}' >>> import superexpressive as se >>> se.DIGIT + se.exactly(6) '\\\\d{6}' """ return f"{{{length}}}"
01ba444356d213366b17d2d2d6aad832e054718e
657,442
def extract_otp_url(data, is_v2): """Get the otpauth url from our decoded json as a string.""" assert isinstance(data, dict) fields = data['fields'] assert isinstance(fields, list) if is_v2: assert len(fields) == 1 return fields[0]['data'] # For v3 records for subdict in fiel...
a4953f3a2d5951b7927d7c73d3aae0b721bcbe7a
657,443
from typing import OrderedDict def extract_params_from_model(common_net): """ Obtain the parameters of a model in an OrderedDict Parameters ---------- common_net: instance of :class: `~blocks.model.Model` the model from where the parameters are extracted """ params = OrderedDict() ...
8d034b2a576a62f62703c19a34092704f12dd7b9
657,445
def sort_lines_by_page(pages_obj): """ Expects a Pages Object (LIST OF DICTS) with the following Keys: - PAGE_NUMBER: int - LINES: list of dicts from AWS Textract BlockType Line """ pages = pages_obj pairs = [] for i in pages: pairs_to_sort = {} ...
db2eea001f5daaad75a4f0d817ab1f585650aa4a
657,446
def make_save_folder(hyps): """ Creates the save name for the model. hyps: dict keys: exp_name: str exp_num: int search_keys: str """ save_folder = "{}/{}_{}".format(hyps['exp_name'], hyps['exp_name'], ...
a13298979af2c615483432bb528cda6400e8c355
657,447
import textwrap def format_helptext(text): """Format help text, including wrapping.""" return "\n".join(textwrap.wrap(text))
a1e9baa8bd093802a76890c1e87876d751c280aa
657,448
def _energy_test_statistic_coefficient(n, m): """Coefficient of the test statistic.""" return n * m / (n + m)
0ce7d5d70ccd64fc6cf9343e673f8a8acf90fa97
657,449
def mul(c1, val): """Multiplies an encrypted counter by a public value""" a1, b1 = c1 return (val*a1, val*b1)
f51d578543c530abad2a1bb3680066f48b31c754
657,450
def FormatSubversionPropertyChanges(filename, props): """Returns Subversion's 'Property changes on ...' strings using given filename and properties. Args: filename: filename props: A list whose element is a (svn_prop_key, svn_prop_value) pair. Returns: A string which can be used in the patch file ...
f1cb0c1630e8b015ea284c7244619aa4d5e14c80
657,451
def process_covid_csv_data(covid_csv_data: list) -> tuple[int, int, int]: """"A function that takes in a list of strings separated by whitespace and returns some of the data""" last_7_days_cases, total_deaths, current_hospital_cases = 0, "", "" started_reading = False # a boolean value to check whether t...
52b9aa40cbd7bffd94b64207968012fda0d029ca
657,452
def rosenbrock(vector, a=1, b=100): """ The Rosenbrock function is a non-convex function used as a performance test problem for optimization algorithms introduced by Howard H. Rosenbrock in 1960. It is also known as Rosenbrock's valley or Rosenbrock's banana function. The function is defined b...
56d5d712d0865940958ad7316ee4c76f27fa0444
657,453
import os import subprocess def _get_git_tracked_files(rootdir='.'): """Parsing .gitignore rules is hard. However, a way we can get around this problem by just listing all currently tracked git files, and start our search from there. After all, if it isn't in the git repo, we're not concerned about ...
894f50ce4d8d35d9933475e957ef1c621ecc3baf
657,454
def try_attrs(obj, *attrs, **kwargs): """Try to find an available attribute. Args: obj (object): Object to get the attribute value for. *attrs (tuple/str): Tuple of different string attribute names to try (These names may include '.' attributes). default (object)[None]: Default Value to...
2dfb52432a5387c41e916c23d71c88f2536534d6
657,455
def groupby(iterable, key=None): """ Group items from iterable by key and return a dictionary where values are the lists of items from the iterable having the same key. :param key: function to apply to each element of the iterable. If not specified or is None key defaults to identity function and...
dccd69a0ffdc30e6d8b3950f14e3e2649e4c4409
657,456
def make_broadcastable(v, X): """Returns a view of `v` that can be broadcast with `X`. If `v` is a one-dimensional tensor [N] and `X` is a tensor of shape `[N, ..., ]`, returns a view of v with singleton dimensions appended. Example: `v` is a tensor of shape `[10]` and `X` is a tensor of shape...
f5178fd81a0b38217e5c66ab116e1781bc8d8a92
657,457
import pickle def pickle_loads(input_data): """ 把 python bytes 数据类型 转为 原来的数据类型 :param input_data: :return: """ return pickle.loads(input_data)
c72ae2e0688f107c02a01b6f00faa12d1bfa765e
657,458
def point(value): """ Convert an integer to a string containing commas every three digits. For example, 3000 becomes '3,000' and 45000 becomes '45,000'. """ return "{:20,.2f}".format(value)
4570ae24cdb64ffce8b0aefdfd66684ed0db8f16
657,459
import itertools def multiindex_iterator (shape, *, melt_1_tuple=False): """ Provides a tuple-valued iterator to iterate over all multi-indices with given shape. For example, if shape is (2,3), then the iterated sequence is: (0,0), (0,1), (0,2), (1,0), (1,1), (1,2). If len(shape) is 1 and me...
2bee9b8f4094ec7f97eda3c3ca6bf20e23a4e0a2
657,460
def is_server_error(code): """Return that the server is aware that it has erred or is incapable of performing the request.""" return 500 <= code <= 599
b4300537f5a50a7c34a006c827a1c77f225fd3c0
657,461
def filter_and_sort(file_list): """ Out of a list of file names, returns only the ones ending by '.py', ordered with increasing file name length. """ file_list = [filename for filename in file_list if filename.endswith('.py')] def key(item): return len(item) ...
b87edcb318b49b5fcbd68ccb2397701e3518963d
657,462
def getComboIndex(combo_box, label, ignore_casing=False): """ This will return the index of the first matching label within a combo box qwidget. If no label is found 0 is returned :param combo_box: Widget to iterate through :type combo_box: QComboBox :param label: The combo label to match...
c67a7159e5a3875c53aed26c6a0a9c9ad78790be
657,463
import os def help(): """Get help message.""" path = os.path.join(os.path.dirname(__file__), 'templates/help.html') lines = open(path, 'r').readlines() text = ''.join(lines) return text
40ff85023291c16a54c81afaf1eb44355364a2df
657,464
import sys def skip_if_py3(f): """Unittest skip test if PY3 decorator.""" PY2 = sys.version_info < (3, 0) return f if PY2 else lambda self: print('not run in PY3.')
0092e54c0299deb2b9df4cd3cf3d398d0002a11c
657,465
def read_table (lines): """Reads to the next divider line. Read lines are returned, 'lines' is reduced to everything remaining. """ table_lines = [] while len(lines): popline = lines[0] lines = lines[1:] if popline[:6] == "======": break table_lines +...
bbc4a87f3e4ec62eca601c6b375f1c90091a4885
657,466
def arch_handler(value, **kwargs): """ Return a Package URL qualifier for the arch. """ return {'qualifiers': 'arch={}'.format(value)}
0e7ff319eb2f62a85dce90a13ce44325a548e163
657,467
import torch def maskNLLLoss(inp, target, mask, device): """ This loss function calculates the average negative log likelihood of the elements that correspond to a 1 in the mask tensor. :param inp: :param target: :param mask: :param device: :return: """ # loss_fn = nn.CrossEntropy...
975d12c208d2776f3c6ace988fa978788a125533
657,468
def convert_tags(tags): """Will convert tags so the article can be uploaded to dev.to. This involves removing the `-` and making the tag lowercase. Args: tags (list): The list of tags to convert. Returns: list: The list of converted tags """ new_tags = [] for tag in tags: ...
70527344c1f19c2b2c96a3697e02262a14a3302d
657,469
def shall_exclude_diagnostic_message(message): """Exclude certain diagnostics messages""" exclusion_list = [ "-fno-canonical-system-headers", "-Wunused-but-set-parameter", "-Wno-free-nonheap-object", "-Werror=init-list-lifetime", "-Werror=class-conversion", ] retu...
68b9e005f08ddb41541bc4fafdcceecfbf8cfab4
657,470
def _gen_item_dt(items): """ 生成试题字典,key为试题顺序,value为试题所在维度 :param items: list(int), 试题维度排列列表 :return: dict(int: int) 试题字典 """ item_dt = {} for i, item in enumerate(items): item_dt[i] = item return item_dt
beeaf46529034030ab613889de23574215b2bf29
657,471
def slurp(f): """ Returns file content as string """ fd = open(f) buf = fd.readlines() fd.close() return ''.join(buf)
f99a67e49f6e91594f38f85e7b0372f243d92b6a
657,472
def encode_fourcc(fourcc): """Encodes 4 bytes in reverse order""" return ord(fourcc[0]) << 24 | ord(fourcc[1]) << 16 | ord(fourcc[2]) << 8 | ord(fourcc[3])
840a296340d6481f5c829d954777b89df7a75d28
657,473
def evaluate_velocity_at_bottom(layer, prop): """ Evaluate material properties at bottom of a velocity layer. .. seealso:: :func:`evaluate_velocity_at_top`, :func:`evaluate_velocity_at` :param layer: The velocity layer to use for evaluation. :type layer: :class:`~numpy.ndarray`, dtype = :py:const:...
3320c7a316cd9eb6539cf013be745b9e154dfdbe
657,474