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def file_import(**kwargs): """ Fast import of exported log files containing messages from a bus. Optional arguments: - folder (str): Custom folder to import log files from. - limit (int): The maximum number of lines/messages to read each time. Default value is '5000'. - idle_sleep (int): ...
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def main(useruid: str, old_passwd: str, new_passwd: str, email: str): """ 修改個資 """ user = User(useruid) session = get_empty_session() session.login( user.userid, old_passwd, session.courses.index(user.course) + 1) if session.active: session = get_session(useruid) i...
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from sys import path def isexe(fpath): """Test if a file is executable. Parameters ---------- fpath : path_like Path to the file. Returns ------ result : bool Whether the file is executable. """ return path.exists(fpath) and access(fpath, X_OK)
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import requests def check_user_permission(access_token, job_requires): """ Check if user has permission to run the job or not Args: access_token(str): the access token job_requires(dict): requirements so that job can run { "arborist_url": "http://arborist-servi...
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def FiskJohnsonDiscreteFuncExtrapolate(rho,F0,T): """Extrapolate samples of transform to sequence of target coordinates. Extrapolate sequence of (few) Fourier-Bessel transform samples to sequence of target coordinates following Eq. (9) of Ref. [1]. Args: rho (numpy array, ...
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def media_entity(props): """ Helper to construct elements of the form <embed embedtype="custommedia" id="1"/> when converting from contentstate data """ return DOM.create_element('embed', { 'embedtype': 'wagtailmedia', 'id': props.get('id'), 'title': props.get('title'), ...
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def ws_s_dt_wa_gauss(ws, wa, *params): """Models the function \\[ \\frac{a_2}{1 + e^{a_0 - a_1x}} - a_3x^2 + + a_4\\exp\\left(\\frac{-(y - a_5)^2}{2a_6}\\right) + a_7\\exp\\left(\\frac{-((360 - y) - a_8)^2}{2a_9}\\right) \\] """ wa = np.asarray(wa) return ( s_sha...
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import sys def get_bulk_selections(config: models.Config) -> models.Config: """Gets input in bulk mode if the user wants to only download specific consoles""" print("Press Enter to download all of Vimm's roms or select from the" + " following of what systems you would like to download") print('E...
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import io def get_version(relpath): """Read version info from a file without importing it""" for line in io.open(join(dirname(__file__), relpath), encoding="cp437"): if "__version__" in line: if '"' in line: return line.split('"')[1] elif "'" in line: return line.split("'")[1]
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def slice_array_d50(df,idNode): """ This function allows to slice the array resulting from the create_array function. The slicing is performed by a boolean mask in which the array is filtered according to the ID_Node specified by the user and then only the columns corresponding to time and mean diameter...
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def to_upper(string): """The upper case version of a string""" return string.upper()
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def is_printable_as_block_string(value: str) -> bool: """Check whether the given string is printable as a block string. For internal use only. """ if not isinstance(value, str): value = str(value) # resolve lazy string proxy object if not value: return True # emtpy string is prin...
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def inbox(request, search_type='', search_word='', page=0, box=''): """Inbox""" if int(page) < 1: page = 1 list_count = settings.INBOX_LIST_COUNT current_page = int(page) - 1 start_at = current_page * list_count end_at = start_at + list_count if box == 'inbox': sq = (~Q(use...
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def _after_arg(arg_name): """Return a finder for argument after arg_name.""" def generate(transform): """Generate three args, OTHER, arg_name and ARGUMENT.""" return "ONE {0} {1}".format(arg_name, transform("ARGUMENT")) return generate
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import numpy def load_cifar(dataset="training", path="cifar"): """ The Cifar Loading Method. :param dataset: 'training' or 'testing', depending on the data to load :param path: path to the cifar files :return: X,y: data and labels """ if dataset == "training": X = numpy.ndarray([50...
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def get_data_files(split, dataset_config): """ Get the path to the dataset (images and labels). 1. If the user has explicitly specified the data_sources, we simply use those and don't do lookup in the datasets registered with VISSL from the dataset catalog. 2. If the user h...
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def create_s3_bucket(session, bname, region): """ IAM Permission Required: - s3:CreateBucket """ try: s3 = session.client('s3') req = { "Bucket": bname, "ACL": "private" } if region != "us-east-1": tmpObj = { "L...
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def compute_predictions(example, n_best_size=10, max_answer_length=30): """ Converts an example into an NQEval object for evaluation. :param example: EvalExample :return: ScoreSummary """ predictions = [] for unique_id, result in example.results.items(): if unique_id not in example....
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def validate_create_namespace(result, name): """ Validation function for integration testcases """ return name in get_system_namespace_list()
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def log5(request): """log5 is a version of log3 without conclusion. It is meant for the version that has artificial words as terms in the syllogism.""" if request.method == "GET": bValid = True (usernumber_str, bValid) = getValue(request, u"uid", bValid) (timelapse_str, bValid) = get...
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import torch def load_datasets(args): """load the dataset (ColonDataset) and split the dataset into train and validation set Args: args: arguments from the parser. Return: train_dataset: a dataset for training val_dataset: a dataset for validation """ dataset =...
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import os def read_FMI_weather(ID, start_date, end_date, sourcefile, CO2=380.0): """ reads FMI OBSERVED daily weather data from file IN: ID - sve catchment ID. set ID=0 if all data wanted start_date - 'yyyy-mm-dd' end_date - 'yyyy-mm-dd' sourcefile - optional CO2 - ...
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def _get_unstarted_workflows(): """Get a list of all workflows that should have a cycle started. This function is used for fixing failed cycle starts. Returns: list of workflows that are missing any started cycles. """ return db.session.query(Workflow).filter( Workflow.next_cycle_start_date < date...
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def parse_list(elem): """Parse list of properties. >>> parse_list(ET.XML('<Property />')) [] >>> xml = '''<Property> ... <Property>Hello</Property> ... <Property>World</Property> ... </Property>''' >>> parse_list(ET.XML(xml)) ['Hello', 'World'] """...
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import os import subprocess from datetime import datetime def changelog_contents(changelog_releases: str='') -> str: """ Generate the changelog and return the contents as a string Parameters ---------- changelog_releases: str, optional Comma separated list of releases to include in the ch...
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import collections import fnmatch import sys def get_notes_by_version(reporoot, notesdir, branch=None): """Return an OrderedDict mapping versions to lists of notes files. The versions are presented in reverse chronological order. Notes files are associated with the earliest version for which they we...
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def deltaF(int_list, f_0_win=5): """ Function for colculation ΔF/F0 for data series. f_0_win - window for F0 calculation (mean of first 2 values by defoult). """ f_0 = np.mean(int_list[:f_0_win]) return np.asarray([(i - f_0)/f_0 for i in int_list])
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def calculate_rcplvs(lv): """ Convert cartesian lattice vectors to the fractional lattice vectors Args: lv (:py:attr:`array_like`, optional): Lattice vectors Returns: rcplvs (:py:attr:`array_like`, optional): Reciprcocal lattice vectors lengths (:py:attr:`array_like`, optional)...
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import torch def get_src_xyz_from_plane_disparity(meshgrid_src_homo, mpi_disparity_src, K_src_inv): """ :param meshgrid_src_homo: 3xHxW :param mpi_disparity_src: BxS :param K_src_inv: Bx3x3 :return: """ B, S = mpi_d...
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import torch def reduce_loss_dict(loss_dict): """ Reduce the loss dict from all processes so that process with rank 0 has the averaged results. Returns a dict with the same fields as loss_dict, after reduction. """ world_size = get_world_size() if world_size < 2: return loss_dict w...
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def geoserver_cascading_delete(self, *args, **kwargs): """ Runs cascading_delete. """ lock_id = f'{self.request.id}' with AcquireLock(lock_id) as lock: if lock.acquire() is True: return cascading_delete(*args, **kwargs)
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def create_vat(*, session: Session = Depends(get_session), schema: VatPostingGroupCreate): """«VAT Posting Group» («НДС Учетная Группа»)""" return service.servicetype_s.create(db=session, schema=schema)
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def check_dns_cname(domain, prefix, code): """ Validates a domain by checking the existance of the CNAME record on the domain as: {prefix}-{code}.{domain} pointing to a domain (usually yours) which the host is {prefix} (i.e.: {prefix}.yourdomain.com). Returns true if verification suceeded. """ ...
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def local_test_pressure_unity(α_spt, p_lt=None, p_li=None, p_e=None, **kwargs): """Local test pressure unity check. Reference: DNVGL-ST-F101 (2017-12) sec:5.4.2.1 eq:5.6 p:93 (local_test_press_unity) """ if p_e is None: p_e = external_pressure(h_l, ρ_seawater, g) if p_lt ...
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import ctypes def getProgramState(hc, nbuf, wait=SYNCHRONOUS): """Returns program state""" state = ctypes.c_int() acs.acsc_GetProgramState(hc, nbuf, byref(state), wait) return state.value
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import os def read_specs(path): """ Get all IT declarations from the project looping through each of the spec files """ specs = [] for root, _, files in os.walk(path + '/spec/'): for file in files: if file.endswith(".rb"): file_path = os.path.join(root, fil...
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def ip( source=None, source_hex=None, destination=None, destination_hex=None, version=None, ihl=None, tos=None, p=None, p_str=None, d=None, d_str=None, t=None, t_str=None, r=None, r_str=None, tl=None, id=None, flg=None, flg_str=None, frg=None, ttl=None, pro=None, sum=None, su...
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from typing import DefaultDict def default_dict(_cls): """ Decorator that it create DefaultDict by attribute of class. Support attribute alias: @attrdict.default_dict class CustomDict: a=1 b=2 custom_dict = CustomDict() custom_dict.a # return: 1 ...
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def trimmed_split(s, seps=(";", ",")): """Given a string s, split is by one of one of the seps.""" for sep in seps: if sep not in s: continue data = [item.strip() for item in s.strip().split(sep)] return data return [s]
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import torch def mp2rage_old(pd, r1, r2s=None, transmit=None, receive=None, gfactor=None, tr=6.25, ti1=0.8, ti2=2.2, tx=None, te=None, fa=(4, 5), n=160, eff=0.96, sigma=None, device=None, return_combined=True): """Simulate data generated by a (simplified) MP2RAGE sequence. The d...
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from typing import Dict from typing import Tuple def load_homonyms(synsets_file_name: str, senses_file_name: str, fasttext_model: FastText, udpipe_pipeline: Language) -> Dict[str, Tuple[np.ndarray, str]]: """ Create a special dictionary of RuWordNet homonyms and their distributional semantic rep...
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def descendant_selected(node): """Returns true if this node or a descendant of it is selected. Use as e.g.: {% if descendant_selected node %} """ if node.selected: return True for child in node.children: if descendant_selected(child): return True return Fals...
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import torch def create_mock_attention_data(number_of_nodes, edge_per_node, in_channels, periods): """ Creating a mock stacked feature matrix and edge index. """ graph = nx.watts_strogatz_graph(number_of_nodes, edge_per_node, 0.5) edge_index = torch.LongTensor(np.array([edge for edge in graph.edge...
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def pretty_labels_map(atom_labels): """ transforms all of these crazy tuples into the notation used in williams and beer I_min PID """ rename_map = {} for label in atom_labels: new_label = str(label) # eliminate commas and spaces new_label = new_label.replace(',', '') ...
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def 取最小数(数值列表): """ 传入要对比的列表,如(1,2,3),返回里面最小的数字 :param 数值列表: (1,2,3) :return: 1 """ return min(数值列表)
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import warnings def tile_iterator_1d(x,axis,n_tiles,block_size,n_block_overlap,guarantee='size'): """Tile iterator for one dimension of array x. Parameters ---------- x : numpy.ndarray Input array axis : int Axis which sould be tiled, all other axis not tiled n_tiles : int ...
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from typing import List import logging def _plot_categorical_feature_numerical_label( label_stats_data: pd.DataFrame, feature_stats_data: pd.DataFrame, feature_name: str, plot_style_params: _FeaturePlotStyles) -> List[axes.Axes]: """Plots the statistics of a categorical feature when label is numerical. ...
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def get_all_property_groups(connection): """ Get the meta-information for all the property groups in the portal. :rtype: :class:`list` of :class:`PropertyGroup` instances :raises hubspot.connection.exc.HubspotException: End-point documentation: http://developers.hubspot.com/docs/methods/contac...
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def get_infected(data: EoN.Simulation_Investigation, end_time: int): """Returns list of infected nodes.""" return get_type_of_nodes(data, end_time, 'I')
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def create_product_storage_record(record_info: dict): """ 创建一条库存变更记录 :param record_info:{ "shop_id": 1, "product_id": 1, "operator_type": 1, "user_id": 1, "type": 1, "change_storage": 1, "current_storage": 2, "order_num": 1xxxxx, } :ret...
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def _includes_custom_type(content_type: str) -> bool: """ Evaluate whether a content type is a custom type or has a custom type as a sub-type. :return: Boolean result """ if content_type.startswith("Optional"): sub_type = _get_sub_types_of_compositional_types(content_type)[0] result ...
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def yet_another_hash_table(): """Make a hash table with multiple values and keys.""" h = HashTable() h.set('koala', 'kool') h.set('dog', 'chihuahua') h.set('cat', 'fat') h.set('moose', 'bullwinkle') return h
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from typing import List from typing import Pattern def matplotgraph_predictions(user: discord.Member, predictions: List[Pattern], min_max_pattern: Pattern, average_prices: List[float], testing=False) -> BytesIO: """Graph the predictions""" x_axis = day_segment_names[2:] abs_min_points = [price.min for pr...
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import sqlite3 def open_corpus_volatile(treebank_id, tigerxml_corpus_path, veeroot=True): """Indexes a TIGER-XML corpus using a volatile in-memory index.""" db = sqlite3.connect(":memory:") _index_treebank(tigerxml_corpus_path, db, veeroot) return Corpus(treebank_id, db, EmptyDbProvider())
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def char_to_bool(letter): """Transform character (J/N) to Bool.""" if letter.upper() == 'J': return True elif letter.upper() == 'N': return False else: raise ValueError('Ongeldige letter, alleen J of N toegestaan.')
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def parse_exception(definition, name, message): """Parse an exception. :param definition: Definition. :param name: Name. :param message: Message. :returns: the parsed exception or :class:`UnknownException` if the exception is not known. """ if definition == 'entangle': ...
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import os def write(configsetname, node, cnfxml): """ Write configuration file with content supplied as an XML string. Return None for success, or a string containing error information. """ config = configPath(configsetname, node) if config and os.path.exists(config): return "Output fi...
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def _prf_divide(numerator, denominator): """Performs division and handles divide-by-zero. On zero-division, sets the corresponding result elements to zero. """ result = numerator / denominator mask = denominator == 0.0 return ma.array(result, mask=mask)
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from typing import Optional def authenticate_user(username: str, password: str) -> Optional[Admin]: """Authentucate user process. Check if the username is in the admin database and the password is correct. If both conditions are correct, it returns an Admin instance; otherwise it returns None""" user...
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def mock_clipboard(monkeypatch, request): """Fixture mocking clipboard IO. This mocks pandas.io.clipboard.clipboard_get and pandas.io.clipboard.clipboard_set. This uses a local dict for storing data. The dictionary key used is the test ID, available with ``request.node.name``. This returns th...
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import os def get_xml_tree(xml_path): """Parses xml file and returns am xml tree. Args: xml_path (str): full path to xml file to parse Returns: ElementTree.Tree: ElementTree representing xml file """ if not os.path.exists(xml_path): raise XMLHelperError("Could not find xm...
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def fileNumber(filePath): """ Get the number of the file. foo.0080 would return 0080 """ num = filePath.split('.')[-1] return int(num)
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def dice(x, y): """Implementation of dice scores ofr 0/1 numy array""" return 2 * np.sum(x * y) / (np.sum(x) + np.sum(y))
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def getAddressNode(network, address): """ Get the Layer3Address node of a host that has the igven address. :param network: Hostnames the host could have -> Nmap scan :type network: Layer3Network :param address: Address to find :type address: str :returns: Layer3Address node or None ...
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def get_top_adj(full_results, num): """ Takes dictionary of results from run_adj_analysis and number of top results to return. Returns the top num adjectives associated with male pronouns and female pronouns. :param full_results: dictionary from result of run_adj_analysis :param num: number of ...
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import re def create(): """ Create a new RSS feed over XHR :return: Feed creation status response :rtype: Response """ status = api.STATUS_FAIL feed = "rss_{0}".format(re.sub('[^0-9a-zA-Z]+', '_', request.values['feed'].lower())) if config.has_section(feed): msg = "Duplicate feed...
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def get_host_token(profile=None): """ Get the host and token for a profile from ~/.databrickscfg. """ cfg = provider.get_config() if profile is None else provider.get_config_for_profile(profile) return (cfg.host,cfg.token)
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import time def loadAll(param=basic_param): """ Charge toutes les colonnes selon les paramètres Paramètres ---------- param : set dictionnaire des paramètres Retours ---------- df_global : pandas.dataframe si Return == True renvoie le dataframe complet """ t1 = ti...
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def rfc_save_test(request, rfc_id, *args, **kwargs): """ """ # Check user permissions # Get the form data form = RfcModuleForm(request.POST) if not form.is_valid(): return HttpResponseBadRequest(form.errors) # Get the rfc in question update_rfc = request_for_change.objects.get(r...
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def testPair(pair,coglist): """Determine the next cognate set to choose for a pair""" curcog = cognateSet() for cog in coglist: curcog += cog mycogs = [cognateSet()] mycogs[0].noncognates += max((len(pair[0]),len(pair[1])))*2 newcogs = getListOfCognates(pair[0],pair[1],cognateSet()) ...
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def _search_phrase_op(il, target_op): """ Helper for finding parts of a phrase[+displacement] il """ op = il.operation # Handle starting points if op == LowLevelILOperation.LLIL_SET_REG: return _search_phrase_op(il.src, target_op) if op == LowLevelILOperation.LLIL_STORE: return _search_phrase_op(il....
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def cube(path='./', pattern='', verbose=True): """ Convenience wrapper around find.files to get *.cube files """ return files('cube', path=path, pattern=pattern, verbose=verbose)
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def is_schema_compatible_in_topic(target_schema, topic): """Check whether given schema is a valid Avro schema and compatible with existing schemas in the specified topic. Note that target_schema is the avro json object. """ enabled_schemas = get_schemas_by_topic_name(topic.name) for enabled_sche...
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def JobStatus(jobid): """return status(es) of job Parameter --------- jobid id of job Returns ------- list state of each job in array """ status = [] for line in JobInfo(jobid, ['jobid', 'state'], noheader = True).split('\n'): if (line.split() and '+' ...
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def make_msg(comment, request): """ Return a message from a comment & request. """ return build_msg('', user_name = comment.user_name, user_email = comment.user_email, user_url = comment.user_email, comment = comment.comment, user_ip = request.META.get...
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def DataFrameTableColumnComponent( widget, is_interactive, column, SpanOnBeginChange, SpanOnEndChange, TokenSpanOnBeginChange, TokenSpanOnEndChange, ): """Constructs the widget component representing a single column of data within the table.""" column_items = [] # Begin with th...
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import base64 import ast from datetime import datetime def get_user(data_encoded): """ Endpoint returning logged-in user Args: data_encoded: BASE64 encoded JSON Returns: Flask response, consisting of serialized user, response code, response message, affected class, and http code "...
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def arg_wrap(fft_func, **extra_args): """Decorator to add kwargs based on fft suite. Args: fft_func: the fft function to arg wrap extra_args: extra args to add to the PyFFTW call Returns: the wrapped function """ using_fftw = FFTMODULE.__name__.split('.')[0] == 'pyfftw' def ...
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import healpy def get_healpix_dec_mask(dec_lim, nside): """ Compute a Healpix binnary mask given a limit declinaison Parameters ---------- - dec_lim (deg): the limit declinaison for the mask - nside : Healpix Nside argument Outputs -------- - mask (int array): the binnary mask cu...
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def singleton(fn): """ Lazily instantiate a function """ _instance = None def wrapped(): nonlocal _instance if _instance is None: _instance = fn() return _instance return wrapped
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def manhattan_distance(x, y): """ Returns the Manhattan (City Block) distance between two lists """ return sum(abs(a - b) for a, b in zip(x, y))
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def score_from_local(directory): """Calculate score from a local results directory""" results = gym.monitoring.monitor.load_results(directory) # No scores yet saved if results is None: return None episode_lengths = results['episode_lengths'] episode_rewards = results['episode_rewards'] ...
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from _primefac._arith import ispower, gcd, ilog from _primefac._prime import isprime, primegen from six.moves import xrange from random import randrange import six def ecm(n, B1=10, B2=20): """ TODO: Determine the best defaults for B1 and B2 and the best way to increment them and iters "Modern" ECM ...
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def generate_dispatcher(method_handler, parent_class=None): """ Create a dispatcher class and return an instance of it from a dispatcher definition. The definition is a class with the following attributes: _ EXPORTED_METHOD: dictionary where keys are method names and values class attribute nam...
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def show_slave_hosts(server): """Function: show_slave_hosts Description: Return the output of the 'show slave hosts' command. Arguments: (input) server -> Server instance. (output) Results of command in dictionary format. """ return server.col_sql("show slave hosts")
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from typing import Dict def get_used_materials(materials_map: Dict[int, str], path_info: pd.DataFrame) -> str: """Collect text of used materials specifications. Args: materials_map: map material number -> spec. path_info: dataframe containing column with used material numbers. Returns: ...
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def starting_coordinates(): """ Starting coordinates on a pixel matrix. """ return (10, 10)
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def get_args(): """Eat command line arguments, return argparse namespace for settings""" parser = ArgumentParser() parser.add_argument("filename", nargs="?", help="trace file dump, stdin if not given") parser.add_argument("-s", "--start", type=float, default=0, help="start timest...
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def delete_machine(index): """Add a new machine""" Machine.delete(index) return '', 200
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def strip_html_tags(i_string): """ Quick solution to remove html tags being returned in episode description. Will probably replace eventually. """ strippable = ('<p>', '</p>') spaces = ('&nbsp;',) breaks = ('<br>',) for s in strippable: i_string = i_string.replace(s, '') for...
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def dos_element_spd_spin_polarized( folder, element_spd_dict, output='dos_element_spd_sp.png', fill=True, alpha=0.3, linewidth=1.5, sigma=0.05, energyaxis='x', soc_axis='z', color_list=None, legend=True, total=True, figsize=(4, 3), erange=[-6, 6], fontsize=12,...
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import numbers def solve_weighted_kernel_ridge_gradient_descent( Ks, Y, deltas, alpha=1., fit_intercept=False, step_sizes=None, lipschitz_Ks=None, initial_dual_weights=None, max_iter=100, tol=1e-3, double_K=False, random_state=None, debug=False): """Solve weighted kernel ridge regression u...
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def generate_index(csv_filepath): """ Generate an index 0...k for the k labels. Parameters ---------- csv_filepath : str Path to 'test.csv' or 'train.csv' Returns ------- tuple of dict and a list dict : Maps a symbol_id as in test.csv and train.csv to an integer in ...
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import urllib import json def getPlayer(playerId,fullname): """ Retrieves player stats for the last game. Career results can be added in the future """ url = "http://data.nba.net/prod/v1/2018/players/{}_gamelog.json".format(playerId) with urllib.request.urlopen(url) as url2: da...
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def last_name_similarity_scorer(a: str, b: str): """Compares two first last strings, returns 1 if they match, 0 otherwise. Uses Jaro-Winkler Distance Algorithm (JWDA) (en.wikipedia.org/wiki/Jaro–Winkler_distance). JWDA "measurement scale is 0.0 to 1.0, where 0.0 is the least likely and 1.0 is a positiv...
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import random def scoringInnings(team_1_array, team_2_array, innings, bat_bowl_choice, batting_score, innings_data, start_message, max_overs, max_wickets, ...
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import uuid import os def get_tempfile(): """Return tempfile.""" dirname = get_tempdir() filename = uuid.uuid4().hex return os.path.join(dirname, filename)
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def fib_iter(n: int): """迭代解法,自低向上""" dp = {} dp[1] = dp[2] = 1 i = 3 while i <= n: dp[i] = dp[i - 1] + dp[i - 2] i += 1 return dp[n], dp
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def convert_dashboard_tile_to_presentation_tile(element: dict) -> LookerPresentationTile: """Take the API response and convert into a LookerPresentationTile object""" return LookerPresentationTile( title=element['title'], subtitle_text=element['subtitle_text'], body=element['slide_params...
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def wrap_angle(array, wrap_count): """ Wraps angle vector Helper-function that wraps an angle vector containing angles in radian by the number of elements specified by wrap count. The last wrap_count elements in array are stacked to the beginning of the array and lowered by 2*pi and the first...
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