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def tpms(messages): """TPMS decoder.""" d = messages[0].data if len(d) == 0: return None else: return dict(tire_fl_pressure=round((d[7] * 0.2) / 14.504, 1), # bar - Front Left tire_fl_temperature=d[8] - 55, # C - Front Left tire_fr_pressure=ro...
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from textwrap import dedent import inspect def get_func_code(f): """Get the code of function f without extra indents""" return dedent(inspect.getsource(f))
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def mmedian(lst): """ get the median value """ sortedLst = sorted(lst) lstLen = len(lst) if lstLen==0: return 0.0 index = (lstLen - 1) // 2 if (lstLen % 2): return sortedLst[index] else: return (sortedLst[index] + sortedLst[index + 1])/2.0
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def sampling(df, max_rows=3000, random_state=0): """Select first 'max_rows' rows for plotting purposes.""" if df is not None and df.shape[0] > max_rows: return df.sample(max_rows, random_state=random_state) return df
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import argparse def read_cmd(): """Function for reading command line options.""" desc = "Script for downloading Khan Academy content tree." parser = argparse.ArgumentParser(description=desc) parser.add_argument('-c','--content', dest='content_type', required = True, help='Which kind of content should we ...
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import torch import logging def save_checkpoint(policy, name, *, optimizer=None, replaybuf=None): """Save model (and replay buffer) checkpoint :param name: File base name :param replaybuf: Save also replay buffer """ state = { 'policy': policy.state_...
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def getFunctionCallSigs(function, joinClause=' -OR- '): """Explains what you can use when calling a function. The join clause doesn't make as much sense for Python functions, but is very useful for overloaded Java calls. >>> getFunctionCallSigs(getFunctionCallSigs, joinClause=' <> ') "(function, joinClause=' -O...
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def count_jobs(results): """ run through each of the lists in results, count all of the jobs which haven't finished """ unfinished = 0 finished = 0 for sample in results: for r in results[sample]: if not r[2].ready(): unfinished += 1 else: ...
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def _default_host(host, default_host, default_port): """Build a default host string """ if not host: host = default_host if ':' not in host: host = "{}:{}".format(host, default_port) return host
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def _format_spreadsheet_headers(token): """ Return formatted authorization headers for further interactions with spreadsheet api. """ return { "Authorization": f"Bearer {token}" }
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def correctName(val): """ :param val: integer value to be brought into correct format :return: str of corrected name """ if abs(val) < 10: step_name = "0000" + str(abs(val)) elif abs(val) < 100: step_name = "000" + str(abs(val)) elif abs(val) < 1000: step_name = "00" ...
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def test_int_flgs(lst): """ Test if all elements in list are 0. """ for i in lst: if i: return(1) return(0)
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def handle_diag_constraints(bqm, subsets, diag_constraints): """Update bqm with diagonal (and anti-diagonal) constraints. Duplicates are penalized. """ for constraint in diag_constraints: for i in range(len(subsets)): if constraint in subsets[i]: for j in range(i): ...
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import re def getFilename(name): """Get a filename from given name without dangerous or incompatible characters.""" # first replace all illegal chars name = re.sub(r"[^0-9a-zA-Z_\-\.]", "_", name) # then remove double dots and underscores while ".." in name: name = name.replace('..', '...
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from pathlib import Path def _get_old_file(new_file: Path) -> Path: """Return the same file without the .new suffix""" assert new_file.name.endswith('.new') # noqa return new_file.with_name(new_file.stem)
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def xor_fixed_buffers(buf1, buf2): """ Creates XOR buffered string from two hex string buffers :param buf1: hex encoded string :param buf2: hex encoded string :return: xor hex encoded string """ # Convert hex to bytearray decoded_hex_buf1 = bytearray.fromhex(buf1) decoded_hex_buf2 =...
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def fancy_time(build_time): """ returns build time in human readable form :param build_time: total time taken for the build """ seconds = build_time.seconds minutes = round(seconds / 60) hours = round(seconds / 60 / 60) days = build_time.days f_time = "" if days > 0: ...
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def previous(some_list, current_index): """ Returns the previous element of the list using the current index if it exists. Otherwise returns an empty string. """ try: return some_list[int(current_index) - 1] # access the previous element except: return ''
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def get_truck(client, truck_id): """ returns the truck specified. :param client: The test client to make the request with :param truck_id: The id of the truck to find :return: truck with id=id """ return client.get(f'/api/trucks/{truck_id}')
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import json def read_json(filename): """ Permet de lire un fichier json. """ with open(filename, encoding="utf-8") as fichier: data = json.load(fichier) fichier.close() return dict(data)
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import json def get_file_list(hypes, phase): """ Get a list of tuples (input, output) of files. Parameters ---------- hypes : dict phase : {'train', 'test'} """ x_files, y_files = [], [] jsonfile = hypes['data'][phase] with open(jsonfile) as data_file: data = json.loa...
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import os import numpy def write_ipf(dir,teff,logg,metals,am,nm,cm,vm=None): """ NAME: write_ipf PURPOSE: write a FERRE input.ipf file INPUT: dir - directory where the input.ipf file will be written to Parameters (can be 1D arrays): teff - Effective temperature (K...
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def ros_service_response_cmd(service, result, _id=None, values=None): """ create a rosbridge service_response command object a response to a ROS service call :param service: name of the service that was called :param result: boolean return value of service callback. True means success, False failu...
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def escapeAttrJavaScriptStringDQ(sText): """ Escapes a javascript string that is to be emitted between double quotes. """ if '"' not in sText: chMin = min(sText); if ord(chMin) >= 0x20: return sText; sRet = ''; for ch in sText: if ch == '"': sRet += '\\"'...
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import os def InternetConnectionCheck() -> bool: """ Test internet connection """ response = -1 if os.name == "nt": # if is windows response = os.system(f"ping -n 1 google.com > NUL") else: response = os.system(f"ping -c 1 google.com > /dev/null 2>&1") return response == 0
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def center_scale_to_corners(yx, hw): """Convert bounding boxes from "center+scale" form to "corners" form""" hw_half = 0.5 * hw p0 = yx - hw_half p1 = yx + hw_half return p0, p1
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import re def size_to_bytes(size): """ Returns a number of bytes if given a reasonably formatted string with the size """ # Assume input in bytes if we can convert directly to an int try: return int(size) except: pass # Otherwise it must have non-numeric characters size...
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from typing import Union def get_error_message(traceback: str) -> Union[str, None]: """Extracts the error message from the traceback. If no error message is found, will return None. Here's an example: input: Traceback (most recent call last): File "example_code.py", line 2, in <module> ...
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def decode_to_text(encoded_list): """Decode an encoded list. Args: encoded_list: Encoded list of code points. Returns: A string of decoded data. """ return ''.join([chr(c) for c in encoded_list])
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from pathlib import Path from typing import Optional from typing import Tuple import warnings def get_imzml_pair(path: Path) -> Optional[Tuple[Path, Path]]: """get the pair of '.imzml' and '.ibd' files in the archive Args: path (Path): Folder containing both files Returns: Optional[Tuple...
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def read(filepath, readfunc, treant): """Read data from a treant Args: filepath: the filepath to read from readfunc: the read callback treant: the treant to read from Returns: the data """ return readfunc(treant[filepath].abspath)
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def create_class_agnostic_category_index(): """Creates a category index with a single `object` class.""" return {1: {'id': 1, 'name': 'object'}}
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from typing import List import logging def tag2word(chars: str, tags: List[str], verbose=False): """ 将 tag 格式转为词汇列表, 若格式中有破损不满足 BI 标准,则不转换为词汇并支持报错。 该函数针对单条数据处理,不支持批量处理。 Args: chars(str): 输入的文本字符串 tags(List[str]): 文本序列对应的标签 verbose(bool): 是否打印出抽取实体时的详细错误信息,该函数并不处理报错返回, ...
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import re def is_project_issue(text): """ Issues/pull requests from Apache projects in Jira. See: https://issues.apache.org/jira/secure/BrowseProjects.jspa#all >>> is_project_issue('thrift-3615') True >>> is_project_issue('sling-5511') True >>> is_project_issue('sling') False ...
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def get_vector05(): """ Return the vector with ID 05. """ return [ 0.5, 0.5, ]
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def pandas_arguments_upload(): """Return a dict with the keyword arguments for pandas.""" return { "csv": {"header": ["one", "two"]}, "json": {"orient": "index"}, "txt": {"header": ["one", "two"]}, "xls": {"header": ["one", "two"]}, "xlsx": {"header": ["one", "two"]}, ...
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def recognition_sphinx(speech, status): """We get the command""" print("Произнесите команду в течении 10 секунд") # Need to add recording and saving audio track for phrase in speech: if status.isSet(): status.clear() print("Команда получена") return phrase
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def build_globals(): """Returns a dictionary that can be used as globals for exec.""" return { '__name__': '__p1__', '__doc__': None, '__builtins__': __builtins__ }
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def read_input(fpath): """ Read the global input file. Args: fpath (str): Path to the input file to read. Returns: list """ with open(fpath, 'r') as f: return [line.strip() for line in f.readlines()]
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def combine_last_two_dimensions(x): """Reshape x so that the last two dimension become one. Args: x: a Tensor with shape [..., a, b] Returns: a Tensor with shape [..., a*b] """ # old_shape = x.get_shape().dims # a, b = old_shape[-2:] # new_shape = old_shape[:-2] + [a * b if ...
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def calc_velocity(dist_km, time_start, time_end): """Return 0 if time_start == time_end, avoid dividing by 0""" return dist_km / (time_end - time_start).seconds if time_end > time_start else 0
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import os import io import json import logging import sys def read_setting(config_filename): """ Load Config from json file. config_filename default is 'config.json' """ # config_path = os.path.join(application_path, config_filename) if os.path.exists(config_filename): with io.open(con...
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def get_factor_value(data, name, prefix, result): """Get value from data by name then by "prefix+name" as key, put the value in result return result[key] and new prefix When the data is list, need loop the data. In this case, the default value of result[key] is empty array, if value is list, ex...
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from typing import OrderedDict def metadata_xml_to_json(elem): """Convert metadata xml into JSON format""" assert elem.tag == 'metadata', "Invalid metadata file format" def _xml_to_json(elem): """Convert xml element to JSON object""" out = OrderedDict() for child in elem.getchildr...
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def _cell_fracs_sort_vol_frac_reverse(cell_fracs): """ Sort cell_fracs according to the order of increasing idx and decreasing with vol_frac. Parameters ---------- cell_fracs : structured array The output from dagmc.discretize_geom(). A sorted, one dimensional array, eac...
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import os def checkValidFilePath(filepath, makeValid=True): """Checks whether file path location (e.g. is a valid folder) This should also check whether we have write-permissions to the folder but doesn't currently do that! added in: 1.90.00 """ folder = os.path.split(os.path.abspath(filepat...
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import re def remove_urls(text): """ 删除https/http等无用url :param text: str :return: str """ text_remove_url = re.sub(r"(全文:)?(https|http)?:\/\/(\w|\.|\/|\?|\=|\&|\%)*\b", "", text, flags=re.MULTILINE) return text_remove_url
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import os def read_seqmaps(fname): """ seqmap: list the sequence name to be evaluated """ assert os.path.exists(fname), 'File %s not exists!'%fname with open(fname, 'r') as fid: lines = [line.strip() for line in fid.readlines()] seqnames = lines[1:] return seqnames
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def reverse(s): """return the str that be reversed""" if len(s) == 0: # basic case return "" return reverse(s[1:]) + s[0]
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import math def fromSpherical(r, theta, phi): """ convert spherical coordinates to 3-d cartesian coordinates """ return r*math.sin(theta)*math.cos(phi), r*math.sin(theta)*math.sin(phi), r*math.cos(theta)
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import argparse def parseCmd(): """Parse command line arguments Returns: dictionary: Dictionary with arguments """ parser = argparse.ArgumentParser(description='Creates hints for EVM and ' \ + 'TSEBRA from ProteinAlignment file in gff format') parser.add_argument('--topProts', typ...
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import torch def cross_product_matrix(v): """skew symmetric form of cross-product matrix Args: v: tensor of shape `[...,3]` Returns: The skew symmetric form `[...,3,3]` """ v0 = v[..., 0] v1 = v[..., 1] v2 = v[..., 2] zero = torch.zeros_like(v0) mat = torch.stack([...
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import glob import os import shutil def _make_workdir(base_dir, slurm_template): """Make working directory for a single cluster job.""" # Get all direcories in base dir and convert to integers dnames = glob.glob(base_dir + "/*") runids = [ -1, ] for i in range(len(dnames)): tr...
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import os def get_setting(key, msg, default=None): """設定値を取得する。 Parameters ---------- key : str 設定値取得のためのキー。 msg : dict Pub/Subから受け取ったメッセージ。 default : str, optional 設定値が存在しなかった際のデフォルト値。 Returns ------- str or None 設定値(存在しない場合は `None` もしくは `default`...
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def max_dos(n1: int, n2: int): """[Funcion que devuelve el numero mayor de dos numeros] Args: n1 ([int]): [Primer numero a comparar] n2 ([int]): [Segundo numero a comparar] Returns: [n_max]: [Numero mayor de los dos] """ if n1 > n2: return n1 elif n2 > n1: ...
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def is_generator(iterable): """ Check if an iterable is a generator. Args: iterable: Iterable. Returns: boolean """ return hasattr(iterable, '__iter__') and not hasattr(iterable, '__len__')
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import argparse import getpass def get_args(): """ Get arguments from CLI """ parser = argparse.ArgumentParser(description='Create VMW VM from template') parser.add_argument('-u', '--user', help='VC User', required=True) parser.add_argument('-p', '--passw', help='VC User Pass', required=False) par...
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import yaml def std_receive_command(send): """ Standardise la réception des commandes Params : string send => Mettre socket.recv() Return : Dict """ return yaml.safe_load(send)
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def value_from_char(character): """ Args: character (string): Takes an ASCII alphabet character and maps it 0-25, a-z. Returns: int: Numerical representation of the ASCII alphabet character inputted. """ return ord(character.lower()) - ord('a')
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import inspect def caller(n=1): """Return the name of the calling function n levels up in the frame stack. >>> caller(0) 'caller' >>> def f(): ... return caller() >>> f() 'f' """ return inspect.getouterframes(inspect.currentframe())[n][3]
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def rss_configuration(bot): """Load configuration""" config = bot.config.get(__name__, {}) """Remove default hash key from config and determine commands""" if 'hash' in config: del config['hash'] return config
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import collections def parse_result_ranks(stream): """Reads a results stream: one line per item, expected format: ``qid, iter, docno, rank, sim, run_id``. The output data structure is a dict indexed by (tid, docno) and the values are ranks. """ ranks = collections.defaultdict(int) for i, ...
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def getFormURL(form_id): """ Return a form URL based on form_id """ return 'https://docs.google.com/forms/d/%s/viewform' % (form_id, )
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def coroutine(func): """ decorator that makes a generator function automatically advance to its first yield point when initially called. """ def wrapper(*args, **kwargs): gen = func(*args, **kwargs) gen.next() return gen wrapper.__name__ = func.__name__ wrapper.__di...
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import unicodedata def to_ascii(s): """ Translates the string or bytes input into an ascii string with the accents stripped off. """ if isinstance(s, bytes): s = s.decode('utf-8') return ''.join((c for c in unicodedata.normalize('NFD', s) if unicodedata.category(c) != 'Mn'))
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import re def _expect_regex(client, regex): """Reads a line from the client, parses it using the regular expression.""" line = client.read_line() match = re.match(regex, line) if not match: raise ValueError("Received '{}' which does not match regex '{}'".format( line, regex)) return match.groupd...
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import os import re def detect_watchdog_device(): """ Find the watchdog device. Fall back to /dev/watchdog. """ wdconf = "/etc/modules-load.d/watchdog.conf" watchdog_dev = "/dev/watchdog" if os.path.exists(wdconf): txt = open(wdconf, "r").read() for line in txt.splitlines(): ...
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import tempfile def tmp(): """ Return the location of the temporary directory. """ return tempfile.gettempdir()
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import torch def rejoin_props(datasets): """ Rejoin properties from datasets into one dictionary of properties. Args: datasets (list): list of smaller datasets Returns: new_props (dict): combined properties """ new_props = {} for dataset in datasets: for key, va...
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def choose_healing_potion(): """A healing potion, works as advertised.""" return "healing potion"
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def _l_str_ ( self ) : """Self-printout of line: (point, direction) >>> line = ... >>> print line """ return "Line3D(%s,%s)" % ( self.beginPoint() , self.direction() )
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import os def file_size(file_path): """this function will return the file size""" if os.path.isfile(file_path): file_info = os.stat(file_path) return file_info.st_size
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def parents_at_rank(graph, root, parent_rank): """ loop through graph from root taxon, assigning leaf nodes to parent nodes at a given rank. """ parents = {} def descend(root, parent): """ Iteratively descend from a root to generate a set of taxids unless the child taxid...
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def get_mesh_texture(bsp, mesh_index: int) -> str: """Returns the name of the .vmt applied to bsp.MESHES[mesh_index]""" mesh = bsp.MESHES[mesh_index] material_sort = bsp.MATERIAL_SORT[mesh.material_sort] texture_data = bsp.TEXTURE_DATA[material_sort.texture_data] return bsp.TEXTURE_DATA_STRING_DATA[...
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def verify_askingto_by_verify_y(actor, x, y, ctxt) : """Updates the actor for y to x and then verifies that action.""" y.update_actor(x) return ctxt.actionsystem.verify_action(y, ctxt)
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def create_document(bookmark): """Creates a Document (a dict) for the search engine""" return { "id": str(bookmark.id), "title": bookmark.title or "", "notes": bookmark.notes or "", "tags": ", ".join([tag.name for tag in bookmark.tags]), }
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def bytes_find_single(x: bytes, sub: int, start: int, end: int) -> int: """Where is the first location of a specified byte within a given slice of a bytes object? Compiling bytes.find compiles this function, when sub is an integer 0 to 255. This function is only intended to be executed in this compiled for...
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def position_from_instructions(instructions, path=None): """ Find out what position we're at after following a set of instructions. """ x = y = 0 heading = 0 # 0 = N, 1 = E, 2 = S, 3 = W instructions = instructions.split(', ') for instruction in instructions: turn = instruction[:1]...
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import csv def get_data_X_y(data_dir, X=[], y=[]): """Read the log file and turn it into X/y pairs.""" with open(data_dir + 'driving_log.csv') as fin: next(fin) log = list(csv.reader(fin)) for row in log: if float(row[6]) < 20: continue # throw away low-speed samples X +=...
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def company_data(): """Returns a dict for some `Company` (`account_validation=True`).""" company_option_1 = { "companyname": "Craig, Smith and Ford", "companystreet": "8429 Jones Street", "companyplz": "71974", "companycity": "Valerieshire", "companycountry": "United Stat...
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import subprocess import sys def git_hash() -> str: """Returns the current git hash. Returns ------- _git_hash: str The current git hash. """ try: _git_hash = subprocess.check_output(["git", "rev-parse", "HEAD"], stderr=subprocess.PIPE).decode().strip() except FileNotFound...
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def sigfig(number, places): """ Round `number` to `places` significant digits. Parameters: number (int or float): A number to round. places (int): The number of places to round to. Returns: A number """ # Passing a negative int to round() gives us a sigfig determinatio...
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from datetime import datetime def read_time_stamp (out): """Reads timestamp from a file provided. Format: time.time()""" st_hd = open(out, 'r') st = st_hd.read() st_hd.close() stamp = datetime.fromtimestamp(float(st)).strftime('%Y-%m-%d %H:%M:%S') return(stamp)
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import os def identify_netcdf_and_csv_files(path='data'): """Crawl through a specified folder and return a dict of the netcdf d['nc'] and csv d['csv'] files contained within. Returns something like {'nc':'data/CNRS_data/cSoil/orchidee-giss-ecearth.SWL_15.eco.cSoil.nc'} """ netcdf_files = [] ...
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import json def load_characters(path_to_backup): """ Characters are saved in a json file. Read and return the saved content as a Python dict. """ with open(path_to_backup, 'r') as content: try: return json.loads(content.read()) except json.JSONDecodeError: ...
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import hashlib def file_hash(filename): """ Hash the contents of the specified file using SHA-256 and return the hash as a string. @param filename The filename to hash the contents of @return String representing the SHA-256 hash of the file contents """ hasher = hashlib.sha256() with...
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def check_raster_clip_crs( raster_dataset, roi_bbox, enable_transform=True, verbose=False ): """ Check band crs match to provided bbox Parameters ---------- raster_dataset: raster instance opened by rasterio roi_bbox: geodataframe instance enable_transform: bool to enable trasnform or r...
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def port( location, standard ): """Extracts the port""" end = location.find(':') if -1 == end or len(location) == 1+end: return standard return int(location[1+end:])
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def get_matrix08(): """ Return the matrix with ID 08. """ return [ [4.0, 5.0, 10.0], [3.0, 10.0, 6.0], [3.0, 20.0, 2.0], [2.0, 15.0, 5.0], ]
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def unionRect(rect1, rect2): """Return the smallest rectangle in which both input rectangles are fully enclosed. In other words, return the total bounding rectangle of both input rectangles. """ (xMin1, yMin1, xMax1, yMax1) = rect1 (xMin2, yMin2, xMax2, yMax2) = rect2 xMin, yMin, xMax, yMax ...
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import numpy def problem_6(limit=100): """The sum of the squares of the first ten natural numbers is, 12 + 22 + ... + 102 = 385 The square of the sum of the first ten natural numbers is, (1 + 2 + ... + 10)2 = 552 = 3025 Hence the difference between the sum of the squares of the first ten natural ...
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def to_markdown_table(pt): """ Print a pretty table as a markdown table :param py:obj:`prettytable.PrettyTable` pt: a pretty table object. Any customization beyond int and float style may have unexpected effects :rtype: str :returns: A string that adheres to git markdown table rules """...
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import importlib def _get_module(service_type): """Get the module for service_type.""" try: parts = service_type.split('/') if len(parts) == 2: parts = [parts[0], 'srv', parts[1]] package_name = parts[0] module = importlib.import_module('.'.join(parts[:-1])) ...
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import re def tokens_from_treestring(s): """extract the tokens from a sentiment tree""" return re.findall(r"\([0-9] ([^\(\)]+)\)", s)
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def build_synthethic_iid_datasets(client_data, client_dataset_size): """Constructs an iterable of IID clients from a `tf.data.Dataset`. The returned iterator yields a stream of `tf.data.Datsets` that approximates the true statistical IID setting with the entirety of `client_data` representing the global distri...
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from typing import Any from typing import Dict def _as_str(key: str, entry: Any) -> Dict[str, str]: """Convert an entry to a string""" if isinstance(entry, dict): values = {} for subkey, subentry in entry.items(): values.update(_as_str(f"{key}__{subkey}", subentry)) return ...
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def is_int(s: str) -> bool: """Test if string is int Args: s (str): Input String Returns: bool: result of test """ try: int(s) return True except ValueError: return False
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from pathlib import Path def _new_file(file: Path) -> Path: """Return the same file path with a .new additional extension.""" return file.with_suffix(f"{file.suffix}.new")
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def compute_facility_energy(F, pairwise_distances, centroid_ids): """Compute the average travel distance to the assigned centroid. Args: pairwise_distances: 2-D Tensor of pairwise distances. centroid_ids: 1-D Tensor of indices. Returns: facility_energy: [1] """ return -1.0 * F.sum(...
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import re def search_query(query): """Process search query""" return re.sub(r"[^\w]", r"", query.lower())
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