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def deltav(V, R, r0, r1, r2, r3): """return the differential output voltage for the 4x load cell""" i0 = V / (4.0 * R + r0 - r3) i1 = V / (4.0 * R - r0 + r3) va = i0 * (2.0 * R - r1 - r3) vb = i1 * (2.0 * R + r2 + r3) return va - vb
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def get_project_ids(config, modeling_application): """ Get a list of the ids of models in the source database for a particular modeling application (e.g., XPP) Args: config (:obj:`dict`): configuration modeling_application (:obj:`str`): modeling application (e.g., ``XPP``) Returns: ...
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from subprocess import check_output def get_pid(name): """ Gets PID of a running process by name :return: pid of selected process by name """ pid = check_output(["pidof", name]) if not pid: raise ValueError(f"Pid of {name} not found. " f"Likely {name} backgro...
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import os import mimetypes def extract(fname_from, fname_to=None): """Workflow for converting an input file from their zipped to their unzipped equivalent. :param files_list: String; The input files to decompress :keyword fname_to: String; optional name of the resulting decompressed ...
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def construct_filter_based_on_destination(reimbursable_destination_type: str): """ Construct Filter Based on Destination :param reimbursable_destination_type: Reimbusable Destination Type :return: Filter """ filters = {} if reimbursable_destination_type == 'EXPENSE_CATEGORY': filters...
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import os from datetime import datetime def get_modification_date(filename): """ function: get_modification_date determines the modification time of a file with the given filename input: string filename: filename output: datetime modification_time: the modification time of the ...
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def fastMaxVal(oraSet, leftRoom, memo={}): """ 动态规划解法: 要想用动态规划,首先要满足两个条件:重复子问题 和 最优子结构 每个父节点会组合子节点的解来得到这个父节点为跟的子树的最优解,所以存在最优子结构。 同一层的每个节点剩余的可选物品集合都是一样的,所以具有重复子问题 因此可以利用动态规划来解决问题。 动态规划的核心就是提供了一个memory,能够缓存已经计算过的值 :param oraSet: :param leftRoom: :param memo: :return: """ ...
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import random def natural(values, classes=5, maxsize=1000, samples=3): """ Jenks Optimal (Natural Breaks) algorithm implemented in Python. The original Python code comes from here: http://danieljlewis.org/2010/06/07/jenks-natural-breaks-algorithm-in-python/ and is based on a JAVA and Fortran code ...
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def check_new_str(methods, new_dict_def, new_dict_att, old_dict_def, old_dict_att): """ Check if there is new strategy produced by different method. :param methods: different meta-strategy solver. :param new_dict_def: defender's current str dict. :param new_dict_att: attacker's current str dict. ...
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def calc_url_by_from_date(url, period1_sec, period2_sec): """This function takes the url and the start and ens periods and insert them in the relevant place in the url """ prefix = url.split('history?', 1)[0] + 'history?' periods = 'period1=' + str(period1_sec) + '&period2=' + str(period2_sec) suffix = ...
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def _simplename(name): """create simple version of the font name""" # return alphanumeric characters of a string (converted to lowercase) return ''.join(c.lower() for c in name if c.isalnum())
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def containsNonAlphaNum(word_list): """ Does list of words contain any special characters? Parameters: word_list: list of words Returns: bool: whether any word in the list contains a special character """ chars = ["-", "_", "."] allow_chars = set(chars) for word in word...
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def graph_codes(dataframe,code): """A function that takes the dataframe, NAICS code(string). Graphs both the original and the LQ of the code using hvplot. Only necessary arguments are dataframe and code. """ return dataframe.hvplot(c= code, tiles='OSM', title= code, alpha=0.6) + dataframe.hvplot(c= 'LQ...
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def _get_user_id_from_session(session): """ Get user's identifier from the session. It could be their id or username since both are unique. """ user_sess_id = session.session_token.get("sub") if user_sess_id: try: user_sess_id = int(user_sess_id) except ValueError: ...
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def str_fsize(sz): """ Formats file size as string (i.e., 1.2 Mb) """ if sz < 1024: return '%.1f bytes' % sz sz /= 1024.0 if sz < 1024: return '%.1f KB' % sz sz /= 1024.0 if sz < 1024: return '%.1f MB' % sz sz /= 1024.0 if sz < 1024: return '%.1f G...
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def get_position_of_one(min: float, max: float) -> float: """ Maps 1.0 value in range min-max to range 0-1 :param min: minimum :param max: maximum :return: """ mm = max - min return (1.0 - min) / mm
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def subsystemNamespace(functionName, subsystemName): """ Prepend the subsystem name to a function to act as a namespace. This avoids the possibility of different subsystems with the same function names overwriting each other. Returned function names are of the form ``SYS_functionName``. Note: ...
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import json def to_json(datadict, encoder=json.JSONEncoder): """ Serialize python objects using json. Supports numpy.ndarray serialization when encoder=NumpyEncoder ********* params: datadict -> a dict with the python object to serialize e.g. {'obj_name': obj, ..} ...
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import re def extrapolate_args(contents): """Well... since the result output for dirb doesn't give the commands used, I'm gonna have to do it the hard way! Works backwards from the result output to derive the command line args used. Heavily dependent on the version in use. If any of these expected values ch...
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def vector(a, b): """ Return the vector between a and b """ return b - a
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def uppaal_system_declaration(printer, ast): """Prints the Uppaal system declaration.""" decls_str = '\n'.join(map(lambda decl: printer.ast_to_string(decl), ast["decls"])) # instances_str = '\n'.join(map(lambda inst: printer.ast_to_string(inst), ast["instances"])) system_decl_str = printer.ast_to_string...
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def in_time_period(current_datetime, start_week_day, end_week_day, start_time, end_time): """ 测试所给时间是否在某一个时间段内 :param current_datetime: 一个datetime.datetime对象 :return: 有则返回True, 否则返回False """ current_weekday = current_datetime.weekday() current_time = current_datetime.time() if start_week...
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import time def past_millisecond(time_started: int): """How many milliseconds has past... time_started: posix timestamp. """ return int((time.time() - time_started) * 1000)
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def decode_integer_big_endian_4(frame, start): """ Encode an integer in a byte array using big endian on 4 bytes. Args: frame: Source byte array start: Read start index Returns: Decoded integer value """ return (frame[start] << 24) | (frame[start + 1] << 16) | (frame[start ...
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def current_user_files(user, modelFile): """ This view should return a list of all the files created by the currently authenticated user. """ return modelFile.objects.filter(owner=user).exclude(removed=1)
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def undo_transforms(y, transformers): """Undoes all transformations applied.""" # Note that transformers have to be undone in reversed order for transformer in reversed(transformers): if transformer.transform_y: y = transformer.untransform(y) return y
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def adda(a, b, c=0, d=0, e=0): """Add number b to number a. Optionally also add any of numbers c, d, e to the result. """ print(f"Function `adda` called with arguments a={a} b={b}", end="") if c: print(f" c={c}", end="") if d: print(f" d={d}", end="") if e: print(f" e={e}", end="") prin...
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def findNewParameters(parameters, bngParameters): """ finds which parameters were added in the xml definition that were not in the original bngl file """ tmp = [par.strip().split(" ")[0] for par in parameters] newPar = [] for bngp in bngParameters: if bngp not in tmp: newPar....
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def _looks_like_url(name): """ Function tries to determine if input argument looks like URL and not like S3 bucket name. :param name - input name :return: True, if name looks like URL; False otherwise. """ if name.endswith('.com'): return True if name.find(':') >= 0:...
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import pickle def load_from_file(fn): """ Wczytanie danych zapisanych wcześniej przez save_to_file. :param fn: nazwa pliku. :return: wczytane dane. """ return pickle.loads(open(fn, "rb").read())
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def yesno(boolean): """Boost-based C++ programs can accept 'yes' and 'no' on command line arguments mapped to bools.""" if boolean is True: return 'yes' return 'no'
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def battery() -> int: """Get battery voltage.""" return 0
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def multi_replace(s, rep_dict): """ Replace multi strings Parameter --------- s: string The string need to be replaced rep_dict: dict The replace patterns, {old: new} Return ------ s: string The replaced string """ for pattern ...
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import subprocess def get_current_app_properties() -> bytes: """ This method return the properties of our current connected device, we have to connect our device to our machine or have our emulator running. :return: Bytes that are the response of our adb command """ # We execute the following ...
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from typing import Union def unit_translate_to_B(size: int, unit: str) -> Union[int, float]: """ :return: number of byte """ if unit == 'B': return size elif unit == 'K': return size * 1024 elif unit == 'M': return size * 1048576 elif unit == 'G': return siz...
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def generate_gene(base, indexes) -> str: """ Takes a base string and indices of where the base string to be added to the cumulative string and returns constructed gene """ gene = base for i in indexes: gene = gene[:i + 1] + gene + gene[i + 1:] return gene
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import math def get_meansd(values): """Returns mean and standard deviation of the specified values.""" if not values: return float('nan'), float('nan') mean = sum(values) / len(values) sd = math.sqrt(sum([(v - mean) ** 2 for v in values]) / len(values)) return mean, sd
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def exclude_records( cluster_id_from_params: str, cluster_id_from_instance: str, cluster_type_from_params: str, cluster_type_from_instance: str, ) -> bool: """判断是否排除记录 :param cluster_id_from_params: 请求参数中的集群 ID,用以过滤集群下的资源 :param cluster_id_from_instance: 实例中携带的集群 ID :param cluster_type_...
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def string_to_float(in_str): """Turn the Fortran format string into a float""" if "D" not in in_str: in_str = in_str.replace("-","D-") out_float = float(in_str.replace("D", "E")) return out_float
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def _GetCountDict(arr): """ *Internal Use Only* """ res = {} for v in arr: res[v] = res.get(v, 0) + 1 return res
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def get_short_object_id(cid): """return shortened contribution ID (ObjectId) for `cid`. >>> get_short_object_id('5a8638add4f144413451852a') '451852a' >>> get_short_object_id('5a8638add4f1400000000000') '5a8638a' """ length = 7 cid_short = str(cid)[-length:] if cid_short == '0'*lengt...
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def _make_scales(notes): """ Utility function used by Sound class for building the note frequencies table """ res = dict() for note, freq in notes: freq = round(freq) for n in note.split('/'): res[n] = freq return res
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def is_win(board, symbol): """ This way of calculating wins is purely so it looks nice. It is not fast and could be done faster using less python hacky methods and such. But it looks nice!""" matches = [ # Win checks in tic tac toe board[0:3], # [0 1 2] board[3:6], # [3 4 5] board[6:9], # [6...
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import os def get_size(file_path): """get size of file""" st = os.stat(file_path) return st.st_size
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import torch def interp(x: torch.Tensor, xp: torch.Tensor, fp: torch.Tensor) -> torch.Tensor: """Interpolate ``x`` tensor according to ``xp`` and ``fp`` as in ``np.interp``. This implementation cannot reproduce numpy results identically, but reasonable. Code referred to `here <https://github.com/pytorch/...
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import json def _communicate(ws, message: dict) -> dict: """Sends a JSON-formatted python dict on the supplied websocket connection""" ws.send(json.dumps(message)) return json.loads(ws.recv())
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def readCurrency(txt): """ -> Number validation. :txt: message printed before number validation. :return: a float number. """ while True: try: user_input = input(txt).strip().replace(',','.') if '.' in user_input or user_input.isnumeric(): p = floa...
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def get_pr_labels(pull): """Gets PR labels as set""" pr_lables = set() for label in pull.labels: pr_lables.add(label.name) return pr_lables
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def all_image_ids(images): """Given images data, return a dict of all image IDs therein. :param images: images data from Twistlock, decoded from json :return: A dict whose keys are the IDs of the images, and values are the tag for that image (if present) """ results = {} for image in im...
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def addNodeMI(nm_dict, node, value): """ Add motif information to node dictionary. Input: nm_dict: (dictionary) the dictionary of node motif degree node: (int) the id of node value: (int) the change value of node Output: nm_dict: (dictionary) changed ...
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def calc_vwap(self, session_close_price, session_high_price, session_low_price, session_volume): """ Have to write the code for standard deviation too. Code from https://gist.github.com/jxm262/449aed7f3ce0919e57a1f0ad8c18a9d9 """ vwap = (((session_low_price + session_high_price + session_close_pric...
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import re def _create_matcher(utterance): """Create a regex that matches the utterance.""" # Split utterance into parts that are type: NORMAL, GROUP or OPTIONAL # Pattern matches (GROUP|OPTIONAL): Change light to [the color] {item} parts = re.split(r"({\w+}|\[[\w\s]+\] *)", utterance) # Pattern to...
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def dict_without_keys(d, *omitkeys): """ Returns a copy of a dict without the specified keys Args: d (dict): A dict that to omit keys from *omitkeys: Variable length list of keys to omit Returns: dict: A dict with omitted keys """ return {key: d[key] for key in d.keys()...
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def get_root_nodes(config_yaml): """ List the root nodes defined in the given taxonomy config. Args: config_yaml: configuration content Returns: list of root nodes """ root_nodes = [] for root_node in config_yaml['Root_nodes']: root_nodes.append(root_node['Node']) retur...
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def hard_dedupe(s): """Takes in a string, and returns a string where only the first occurrence of each letter is retained. So the string 'abccba' goes to 'abc'. The empty string returns the empty string.""" seen = set() ans = '' for char in s: if char in seen: continue seen.a...
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def rgb2(r, g, b): """ >>> rgb(0,0,0) '000000' >>> rgb(1,2,3) '010203' >>> rgb(255,255,255) 'FFFFFF' >>> rgb(254,253,252) 'FEFDFC' >>> rgb(-20,275,125) '00FF7D' :param r: :param g: :param b: :return: """ r, g, b = [min(255, max(x, 0)) for x in [r...
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def their_nth_to_last(head, i): """ididnttestit""" if i < 1: return None p1 = p2 = head for _ in range(i-1): if p2 == None: return None p2 = p2.next while p2.next != None: p1 = p1.next p2 = p2.next return p1.data
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import re def standardize_whitespace(string: str) -> str: """ Removes leading, trailing, and repeat whitespace from a given *string*. """ return re.sub(r"\s+", " ", string.strip())
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from numpy import isnan def same(x,y): """Are two Python objects considered the same?""" try: if x == y: return True except: pass try: if isnan(x) and isnan(y): return True except: pass ## try: ## from numpy import allclose ## if allclose(x,y): return True ## ex...
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def privacy_decoder(encoded_message, key): """ Decodes an encoded string NOT SECURE :param encoded_message: :param key: :return: """ decoded_chars = [] for i in range(len(encoded_message)): key_c = key[i % len(key)] decoded_c = chr(ord(encoded_message[i]) - ord(key_c) % 2...
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def snake_to_camel(snake): """convert snake_case to camelCase""" components = snake.split("_") return components[0] + "".join([comp.title() for comp in components[1:]])
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import torch def utterances_tensors_to_utterance_ints(utterances, utterances_lens): """ converts the utterances in the incoming tensors to a list of integers, eg 15235, 111222, etc Note that since 0 terminates an utterance, we dont need to worry about leading zeros. the empty utterance will be simply ...
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def agregar_letra(lugares_usados_total,backup_text,event,escribir,save,lugares_usados_temp,palabra,boton_de_la_letra,window,pos_atril_usadas): """Agrega una letra al tablero y hace efectivo el update de la ventana. Agrega las cordenadas ingresadas a save y actualiza los lugares usados""" se_puso_una_l...
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import sys import inspect import six def CreateCulledCallable(func): """\ Returns a method that will be called with a subset of the potential parameters based on its implementation. Example: def MyMethod(a): .... culled_method = CreateCulledCallable(MyMethod) culled_method(2, a=...
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def mround(match): """Return formated string """ return "{:.2f}".format(float(match.group()))
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def get_compatibility_list_from_parser(parser): """ Extract the docstring information (if any) about compatible versions :param parser: a parser function :return: list of versions """ docstring = parser.__doc__ if docstring is None: return None lines = docstring.split('\n') ...
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def trim_axes(axes, n): """little helper to massage the axes list to have correct length...""" axes = axes.flat for ax in axes[n:]: ax.remove() return axes[:n]
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def map_SWAS_var2GEOS_var(var, invert=False): """ Map variables names from SWAS to GEOS variable names """ d = { # '1_3_butadiene':, # '1_butene':, # '2_3_methylpentane':, # '224_tmp':, 'acetaldehyde': 'ALD2', 'acetone': 'ACET', # 'a...
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from datetime import datetime def timespan(date, current=None, reach=2): """ Calculate human readable timespan. """ if current is None: current = datetime.now() timespans = [ ('millennium', 'millennia', 60*60*24*365*1000), ('century', 'centuries', 60*60*24*365*100), ...
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import six def byteify(value): """ Convert ``value`` into a byte-string. """ if isinstance(value, six.text_type): return value.encode('utf-8') return value
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def is_valid_bdf_multiplier(multiplier): """check if the detect_multiplier is valid""" if multiplier < 3 or multiplier > 50: return False return True
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def m(request): """Parametrized fixture with all possible data sources.""" return request.param()
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def rawtext(s): """Compile raw text to the appropriate instruction.""" if "\n" in s: return ("rawtextColumn", (s, len(s) - (s.rfind("\n") + 1))) else: return ("rawtextOffset", (s, len(s)))
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def need_generate_func(func_line): """ :param func_line: :return: """ if func_line.strip().endswith("default") or func_line.strip().endswith("delete") \ or func_line.strip().startswith("typedef") or func_line.strip().startswith("using"): return False return True
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def findall(manager, *args, **kwargs): """ Find all items with attributes matching ``**kwargs``. This isn't very efficient: it loads the entire list then filters on the Python side. """ found = [] searches = kwargs.items() for obj in manager.list(): try: ...
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import re def _can_skip_tests(file_names, triggers): """ Determines if tests are skippable based on if all files do not match list of regexes :param file_names: list of changed files generated by _get_changed_files() :param triggers: list of regexes matching file name that indicates tests should be run :r...
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def extract_used_params(model_param_names, grid_model_params, params_dict, algo="GLM"): """ This function is used to build a dict out of parameters used by our gridsearch to build a H2O model given the dict structure that describes the parameters and their values used by gridsearch to build that particu...
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def format_puzzle(grid): """Formats the puzzle for printing.""" puzzle = "" for line in grid: puzzle += " ".join(line) + "\n" return puzzle
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def inspect_positional_arguments(parameters, args): """ inspect positional arguments """ positional_or_keyword_params = [ (name, param) for name, param in parameters.items() if param.kind == param.POSITIONAL_OR_KEYWORD ] # *args var_positional = [ (name, param...
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def _make_pointer_increments(name, nargs, sig): """Increments array pointers following each function call.""" inclist = "" for i in range(nargs): if sig[i] in "vpf": inclist += "++%s%d; " % (name, i,) return inclist
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def validate_login(content, validator, default): """ content: 检查文本 所有判断条件在validator字典传入,validator对应键值为: { 文本内(content)所含的字符串: [状态, 返回信息] } return: 登录状态 """ for condition in validator.keys(): if condition in content: return validator.get(condition) return ...
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import os import glob import sys def examine_data_directory(input: str, include_only: list, exclude: list): """ Given a path, generates paths for all data files within, recursively. :param input: str for root of data dump :param include_only: if non-empty, only return these files :param exclud...
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import random def roll(add=0): """A quick function to roll a d20 and add the modifier""" return random.randint(1, 20) + add
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import sys def get_sp_dir(): # pragma: no cover """ Get the absolute path of the ``site-packages`` directory. """ for p in sys.path[::-1]: if p.endswith("site-packages"): return p raise Exception("'site-package' directory not found!")
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def tree_2_0_from_tree_0_1(tree): """Convert CIX 0.1 to CIX 2.0.""" # - update some of the no longer used <file> attributes # - drop "generator" try: del tree[0].attrib["generator"] except KeyError: pass # - drop 'md5' and 'mtime' on the <file> tag try: del tree[0...
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def extract_media(request): """Extract the media from a flask Request. To avoid race conditions when using greenlets we cannot perform I/O in the constructor of GcsObjectVersion, or in any of the operations that modify the state of the service. Because sometimes the media is uploaded with chunked ...
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from subprocess import check_output def shell_call(cmd): """ Run a command and return output of stdout as result. """ try: return str(check_output(cmd, shell=True), "utf-8") except: return ""
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def listify( l, no_elements = 1, check_if_list = True ): """ Returns a list with no_elements elements duplicate of l unless l is a list """ if isinstance(l, list) and check_if_list: return l else: return [l] * no_elements
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def yn_prompt(question: str, yes=None, no=None) -> bool: """Ask yes-no question. Args: question: Description of the prompt yes: List of strings interpreted as yes no: List of strings interpreted as no Returns: True if yes, False if no. """ if not yes: yes = ...
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def html_abstract_check(agr_data, value): """ future: check a database reference does not have html in the abstract :param agr_data: :param value: :return: """ if 'abstract' in agr_data: assert agr_data['abstract'] == value if agr_data['abstract'] == value: retu...
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def hlstr(string, color="white"): """ Return HTML highlighting text with given color. Args: string (string): The string to render color (string): HTML color for background of the string """ return f"<mark style=background-color:{color}>{string} </mark>"
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import math def calc_fuel(mass): """Calculates the fuel needed to transport a mass (take each mass, divide by three, round down, and subtract 2) without regard to the added mass of the fuel. Args: mass: mass Returns: fuel needed (int) """ return math.floor(mass/3) - 2
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import requests def call_omeka_api(url): """ call Omeka API """ r = requests.get(url) return r.json()
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def welcome(): """List all available api routes.""" return ( 'hi')
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import os def package_upload_to(instance, filename): """ Create the upload path to the new file, e.g., `maps/by-sha256/0/001.../filename.ext` """ return os.path.join('packages', instance.file_hash[0], instance.file_hash, filename)
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def clean(query_params): """clean removes all the shard stuff that's not useful for analysis and is usually present""" shard_limited = [ "ids", "NOW", "cl", "ForceShardHandler", "group.distributed.second", "group.distributed.first", "ShardRouter.SHARD_COOR...
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def share_command(mwdb, file_or_hash, group): """ Share object with another group """ obj = mwdb.query(file_or_hash) obj.share_with(group) return dict(message="Shared {object_id} with {group}", object_id=obj.id, group=group)
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def make_valid_did(lfn_dict): """ When managing information about a LFN (such as in `rucio upload` or the RSE manager's upload), we add the `filename` attribute to record the name of the file on the local disk in addition to the remainder of the DID information. This function will take that pyt...
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def get_response(move) -> int: """ Utility function to enter the response to a move. :param move: The move to which to respond. :return: 1: hit, 2: hit and ship destroyed, 3: game over, you win, -1: miss """ print("Move made:", move) return int(input('What response to return?'))
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import gzip def load_fasttext_class_probabilities(probability_file_path): """ Utility function that loads class probabilities from a previously performed prediction run. :param probability_file_path: str, path to the output file with class probabilities for the test dataset :return: list of float: pr...
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